tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=125
objective=regression
feature_names=all_correlation_best_percentile25_ratio all_correlation_best_percentile50_ratio all_correlation_best_percentile75_ratio all_correlation_kurtosis all_correlation_percentile5_percentile25_ratio all_correlation_skew all_correlation_stddev_best_ratio all_correlation_stddev_median_ratio all_loss_best_percentile25_ratio all_loss_best_percentile50_ratio all_loss_best_percentile75_ratio all_loss_kurtosis all_loss_percentile5_percentile25_ratio all_loss_skew all_loss_stddev_best_ratio all_loss_stddev_median_ratio log10_cardinality recent_10_correlation_best_percentile25_ratio recent_10_correlation_best_percentile50_ratio recent_10_correlation_best_percentile75_ratio recent_10_correlation_kurtosis recent_10_correlation_percentile5_percentile25_ratio recent_10_correlation_skew recent_10_correlation_stddev_best_ratio recent_10_correlation_stddev_median_ratio recent_10_loss_best_percentile25_ratio recent_10_loss_best_percentile50_ratio recent_10_loss_best_percentile75_ratio recent_10_loss_kurtosis recent_10_loss_percentile5_percentile25_ratio recent_10_loss_skew recent_10_loss_stddev_best_ratio recent_10_loss_stddev_median_ratio recent_15%_correlation_best_percentile25_ratio recent_15%_correlation_best_percentile50_ratio recent_15%_correlation_best_percentile75_ratio recent_15%_correlation_kurtosis recent_15%_correlation_percentile5_percentile25_ratio recent_15%_correlation_skew recent_15%_correlation_stddev_best_ratio recent_15%_correlation_stddev_median_ratio recent_15%_loss_best_percentile25_ratio recent_15%_loss_best_percentile50_ratio recent_15%_loss_best_percentile75_ratio recent_15%_loss_kurtosis recent_15%_loss_percentile5_percentile25_ratio recent_15%_loss_skew recent_15%_loss_stddev_best_ratio recent_15%_loss_stddev_median_ratio recent_25_correlation_best_percentile25_ratio recent_25_correlation_best_percentile50_ratio recent_25_correlation_best_percentile75_ratio recent_25_correlation_kurtosis recent_25_correlation_percentile5_percentile25_ratio recent_25_correlation_skew recent_25_correlation_stddev_best_ratio recent_25_correlation_stddev_median_ratio recent_25_loss_best_percentile25_ratio recent_25_loss_best_percentile50_ratio recent_25_loss_best_percentile75_ratio recent_25_loss_kurtosis recent_25_loss_percentile5_percentile25_ratio recent_25_loss_skew recent_25_loss_stddev_best_ratio recent_25_loss_stddev_median_ratio top_10%_correlation_best_percentile25_ratio top_10%_correlation_best_percentile50_ratio top_10%_correlation_best_percentile75_ratio top_10%_correlation_kurtosis top_10%_correlation_percentile5_percentile25_ratio top_10%_correlation_skew top_10%_correlation_stddev_best_ratio top_10%_correlation_stddev_median_ratio top_10%_loss_best_percentile25_ratio top_10%_loss_best_percentile50_ratio top_10%_loss_best_percentile75_ratio top_10%_loss_kurtosis top_10%_loss_percentile5_percentile25_ratio top_10%_loss_skew top_10%_loss_stddev_best_ratio top_10%_loss_stddev_median_ratio top_20%_correlation_best_percentile25_ratio top_20%_correlation_best_percentile50_ratio top_20%_correlation_best_percentile75_ratio top_20%_correlation_kurtosis top_20%_correlation_percentile5_percentile25_ratio top_20%_correlation_skew top_20%_correlation_stddev_best_ratio top_20%_correlation_stddev_median_ratio top_20%_loss_best_percentile25_ratio top_20%_loss_best_percentile50_ratio top_20%_loss_best_percentile75_ratio top_20%_loss_kurtosis top_20%_loss_percentile5_percentile25_ratio top_20%_loss_skew top_20%_loss_stddev_best_ratio top_20%_loss_stddev_median_ratio top_30%_correlation_best_percentile25_ratio top_30%_correlation_best_percentile50_ratio top_30%_correlation_best_percentile75_ratio top_30%_correlation_kurtosis top_30%_correlation_percentile5_percentile25_ratio top_30%_correlation_skew top_30%_correlation_stddev_best_ratio top_30%_correlation_stddev_median_ratio top_30%_loss_best_percentile25_ratio top_30%_loss_best_percentile50_ratio top_30%_loss_best_percentile75_ratio top_30%_loss_kurtosis top_30%_loss_percentile5_percentile25_ratio top_30%_loss_skew top_30%_loss_stddev_best_ratio top_30%_loss_stddev_median_ratio resultFilteringMode_age resultFilteringMode_loss_rank resultFilteringMode_none resultFilteringMode_random secondaryProbabilityMode_correlation secondaryProbabilityMode_fixed secondaryLockingMode_random secondaryLockingMode_top resultFilteringAgeMultiplier resultFilteringLossRankMultiplier resultFilteringRandomProbability secondaryTopLockingPercentile secondaryCorrelationExponent
feature_infos=[-9.0793999999999997:106.40000000000001] [-6.1543999999999999:644.82000000000005] [-4.2420999999999998:4891.5] [-4.0632000000000001:42.643000000000001] [-11.725:138.13999999999999] [-11.207000000000001:13.492000000000001] [-15.976000000000001:11.5] [-5.9271000000000003:787.51999999999998] [-47663:46103] [-10828:9161.7999999999993] [-15884:54373] [-2.3424:70.739999999999995] [-58486:47027] [-8.2988:19.844000000000001] [-506630:1331900] [-42562:1104700] [-4.9066000000000001:5.7077999999999998] [-4.2309000000000001:1355] [-2.4914999999999998:363.81999999999999] [-2.2536:220.22] [-2.5891000000000002:31.391999999999999] [-5.0574000000000003:1327.5999999999999] [-9.3981999999999992:10.647] [-15.170999999999999:8.0465] [-2.4289999999999998:353.56] [-15750:17053] [-13412:17540] [-29342:94593] [-1.7628999999999999:2.0127000000000002] [-12687:13197] [-6.274:1.8354999999999999] [-282620:1054400] [-37913:984020] [-4.3403:8003.1000000000004] [-2.6692:3178.0999999999999] [-2.3054999999999999:3310.5999999999999] [-2.5735000000000001:30.495000000000001] [-5.2473000000000001:9928.8999999999996] [-11.114000000000001:10.877000000000001] [-14.411:7.4763999999999999] [-2.6036000000000001:3354.1999999999998] [-25805:18241] [-5986.8999999999996:398300] [-232340:102990] [-1.6065:46.662999999999997] [-23318:18926] [-5.9992999999999999:12.302] [-229170:1079200] [-398420:1170100] [-4.9035000000000002:6981.3000000000002] [-3.0550999999999999:3327.5999999999999] [-2.6476999999999999:4790.8000000000002] [-2.8029999999999999:42.148000000000003] [-6.0103999999999997:7486.6000000000004] [-9.8331:12.619999999999999] [-13.798999999999999:7.9203999999999999] [-2.8595999999999999:2676.5999999999999] [-15435:3821.5] [-14388:8902.3999999999996] [-25601:7552.8000000000002] [-1.9411:3.7551999999999999] [-18325:5044] [-9.4586000000000006:3.0712000000000002] [-347790:1005600] [-202390:1073100] [-3.5528:5968.6000000000004] [-2.3841000000000001:2986.9000000000001] [-1.8844000000000001:1040.0999999999999] [-2.2686999999999999:28.308] [-4.1837:6406.6000000000004] [-13.297000000000001:10.804] [-13.407999999999999:6.319] [-2.3730000000000002:3109.4000000000001] [-5991:23691] [-10901:31527] [-54135:22898] [-3.0364:117.8] [-7326.8000000000002:32670] [-23.126000000000001:19.193000000000001] [-416300:366600] [-27388:40054] [-3.9630000000000001:22230] [-2.3159000000000001:13472] [-1.9112:6720.1999999999998] [-2.4296000000000002:30.291] [-4.7637999999999998:13939] [-14.045:11.15] [-14.471:7.2553999999999998] [-2.3260000000000001:9986.7999999999993] [-41307:4474.1000000000004] [-7374.1000000000004:28600] [-78856:27997] [-3.8111000000000002:225.99000000000001] [-29587:5575.1999999999998] [-31.741:30.282] [-397200:271940] [-31583:47437] [-4.4935999999999998:76437] [-2.3953000000000002:17238] [-2.0042:3659.5] [-2.6255999999999999:29.379999999999999] [-5.4583000000000004:76103] [-10.407999999999999:10.606999999999999] [-14.869999999999999:7.6917] [-2.3576999999999999:17510] [-42560:21800] [-25952:25286] [-308980:655530] [-4.2074999999999996:270.81999999999999] [-40448:17612] [-33.715000000000003:26.57] [-380770:589060] [-20698:69909] [0:1] [0:1] [0:1] [0:1] none none [0:1] [0:1] [-3:4] [-3:4] [-3:0.90000000000000002] [-3:10] [1:3]
tree_sizes=2527 2622 2645 2631 2648 2636 2621 2641 2602 2626 2619 2618 2610 2597 2613 2648 2620 2615 2643 2632 2626 2626 2638 2628 2615 2631 2640 2625 2633 2622 2631 2629 2629 2597 2634 2610 2638 2615 2602 2624 2589 2622 2629 2636 2624 2642 2621 2568 2586 2605 2610 2609 2593 2620 2617 2620

Tree=0
num_leaves=31
num_cat=0
split_feature=119 125 125 92 10 2 87 10 46 5 32 76 125 32 10 59 10 31 15 5 45 6 39 61 50 64 13 27 83 37
split_gain=539.163 303.45 51.5493 28.6964 14.4625 14.4496 13.965 9.25914 8.59188 7.7466 7.53307 6.47543 5.99752 5.57947 5.04304 6.08659 4.72201 4.72936 4.62969 4.59211 4.3745 4.34651 4.10839 3.99963 3.91356 3.72813 3.5648 3.54216 3.48673 3.41437
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -3.5505499999999994 0.28825500000000009 -0.53962499999999991 4.8441500000000008 -0.54546499999999998 0.65403000000000011 1.7906500000000001 -0.59226499999999993 -2.8245499999999999 1.7500000000000002 -0.91779499999999981 -2.1135499999999996 -3.3788499999999995 0.45600000000000002 -0.041437999999999996 -1.3200499999999999 -1.2069999999999999 1.58545 -2.7356499999999992 0.88812000000000013 -0.089948499999999987 10.132500000000002 3.6423000000000001 1.4405500000000002 -1.7788999999999997 -0.78179499999999991 4.4470500000000008
decision_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
left_child=1 3 4 -1 6 11 13 10 20 12 -7 -5 21 -3 15 27 17 -4 -18 22 -2 -6 -13 -19 -14 -16 -17 29 -20 -15
right_child=8 2 16 5 9 7 -8 -9 -10 -11 -12 19 24 14 25 26 18 23 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0795492817509755 1.0758259733190283 1.0864309738161151 1.0813393760585426 1.0857648614386646 1.0884664504041528 1.0938968454050664 1.0774424163917562 1.0870616287849517 1.0744295632438059 1.0791995183537482 1.0888592475798653 1.0940984545780807 1.081513440861787 1.0852796900475032 1.0835078569227667 1.0865875320543295 1.0802759099839061 1.0781291366326311 1.077092368267716 1.0902936333044164 1.0777422888778765 1.0831134585789064 1.090754509383659 1.0809607005539505 1.0761164822096074 1.0801831649720883 1.0929242815482283 1.0793995293365681 1.0800689357780036 1.0790896359668896
leaf_count=720 16316 2615 4770 483 415 1057 772 5315 10887 2536 2491 2509 5221 1812 5857 1366 2733 3378 4343 3054 3643 4398 1449 1977 359 985 265 404 1272 254
internal_value=0 0.0531713 0.0106959 0.166913 0.0383345 0.175513 0.0602134 0.148182 -0.10827 0.0140847 0.187742 0.207833 0.0261761 0.0676626 0.0577459 0.0854743 -0.0300878 -0.0155705 -0.0476955 0.215547 -0.0959436 0.0520418 0.238027 -0.0359683 0.00386579 0.0411259 0.132884 0.0541688 -0.0641252 0.0709148
internal_count=93656 62810 45732 17078 27259 16358 14330 8863 30846 12929 3548 7495 10393 13558 10943 4101 18473 10125 8348 7012 19959 4813 3958 5355 5580 6842 1631 2470 5615 2066
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=119 71 10 2 71 31 44 11 5 10 14 98 11 11 10 69 6 15 16 4 16 45 103 2 74 14 37 15 29 13
split_gain=486.595 42.1772 29.5418 20.1809 12.4374 7.87178 7.75495 7.43665 5.69447 5.00471 4.62266 4.47566 4.34587 4.14573 4.09387 4.80788 4.07473 4.06184 4.28325 3.99331 3.87477 4.33449 3.87107 3.76334 3.62351 3.93715 4.8384 3.59936 3.5632 3.53577
threshold=1.0000000180025095e-35 -13.094499999999998 -0.7158699999999999 -0.5026299999999998 3.2206000000000006 0.079371500000000025 0.36254500000000006 -0.43962499999999999 -1.2069999999999999 0.76022500000000004 -0.84108499999999986 -1.6562999999999997 4.2943000000000007 3.3533000000000004 -2.0652499999999994 -1.4263999999999999 2.6125500000000001 -0.63911999999999991 2.4378500000000005 0.80558000000000007 1.9833500000000004 1.6029500000000001 -0.52598999999999985 2.7619500000000001 2.0205500000000005 -0.8529899999999998 31.417000000000005 4190.2500000000009 1.72665 5.5578500000000011
decision_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
left_child=1 -1 4 8 5 14 20 -7 17 13 19 29 -6 22 -3 16 -16 -4 -19 -11 21 -2 -5 -15 25 -23 -27 28 -24 -9
right_child=6 2 3 9 12 7 -8 11 -10 10 -12 -13 -14 23 15 -17 -18 18 -20 -21 -22 24 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0021916652494839415 -0.0045888141612863906 0.0069719544863277444 0.0051677515439485164 0.0027932418280347485 0.00075047641236712973 0.0025582732752161244 -0.0061876806381762611 0.0039803477507181851 0.0023173563344432882 0.0024567506601992995 -0.00066748293267048398 0.0068401984919099629 0.014839862054213882 0.0060904937019548473 0.003085221181548125 0.0057958059749284455 -0.0060927250050008298 0.00256536116922187 0.0080275296052045465 -4.0750066852545873e-05 -0.0059863926368951799 0.0013925122794795973 0.00020809714677812432 -0.00038871071237611449 -0.0048794282232238395 -0.0037466213338790502 0.018519511297345161 -0.020642472542822362 0.0055732775790922687 -0.010502856190121451
leaf_count=4406 12950 4575 4894 3256 2415 5101 11270 2107 7378 3409 5748 2373 56 964 888 3010 140 3928 395 3017 3750 841 4060 292 997 1013 25 20 335 43
internal_value=0 0.0505128 0.0576302 0.0409609 0.0879744 0.0969954 -0.102856 0.077341 0.0670516 0.0204417 0.00725387 0.106862 0.0213957 0.0384263 0.118957 0.0957507 0.0367061 0.083625 0.061289 0.0256835 -0.0908256 -0.0839772 0.0297063 0.0916836 -0.0488597 -0.0230041 -0.0642069 0.0104148 0.0123409 0.0738137
internal_count=93656 62810 58404 37696 20708 18237 30846 9624 16595 21101 12174 4523 2471 8927 8613 4038 1028 9217 4323 6426 19576 15826 7671 1256 2876 1879 1038 4415 4395 2150
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=119 125 125 77 7 10 87 10 44 7 76 43 31 10 76 9 13 125 76 10 61 48 109 21 64 60 0 59 41 64
split_gain=439.152 272.315 46.2857 23.3549 12.5459 12.056 11.7583 7.15715 6.99884 6.85203 6.27108 5.17864 5.01838 4.63634 5.13553 4.51979 4.88767 4.41993 4.21414 4.58088 4.28178 4.80407 4.23085 4.32234 3.80765 4.22567 3.75774 3.68891 3.67845 3.58017
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -101.18499999999999 -0.21827499999999997 0.28825500000000009 4.8441500000000008 -1.0885499999999999 0.36254500000000006 -1.8007499999999996 -3.0363499999999997 2.2379500000000005 -0.28154499999999993 -2.1135499999999996 -3.0363499999999997 -0.91304999999999981 -0.93305499999999986 1.7500000000000002 2.4821000000000004 0.92096000000000011 1.0000000180025095e-35 -0.17037499999999997 -1.1658499999999996 -1.3934499999999999 -1.4651499999999997 0.47621000000000008 3.3642000000000003 2.0905500000000004 0.78933500000000012 156.86500000000004
decision_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
left_child=1 3 5 -1 10 6 13 12 29 11 -5 24 -6 14 -3 16 -12 -11 19 20 21 22 -4 -24 -7 -26 -10 -27 -14 -2
right_child=8 2 18 4 7 9 -8 -9 26 17 15 -13 28 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0010780472245611502 -0.0043990008131149731 -0.0007326983441972028 0.0018523802816615268 0.0040566490433562108 0.01197007391386715 0.0054991182475567814 -0.0033064278836695024 0.0056363314817639374 -0.0062000432430657365 0.0011720591480369122 0.008157868307031909 0.014967867434024812 0.0083548701101497855 0.0023175121624887836 0.0047308851305385737 0.0089786317479411612 0.012828499427743369 -0.00084885177727031351 -0.0028937721956257597 -0.0023842446957099131 0.00073275417089462285 -0.0029543825586598521 0.0025803901977948292 -0.0041709302349243445 -0.0029422535561025144 0.0042214472267161976 -0.003287526546233151 -0.0084968066143412749 0.0021365011951679155 0.0010785647375945605
leaf_count=712 19273 474 1475 503 866 751 772 5168 10025 5053 789 90 1365 8440 4644 5456 1931 5824 4408 4757 4096 2591 335 811 440 709 1245 62 288 303
internal_value=0 0.0479871 0.0077497 0.155736 0.163449 0.0339392 0.0539151 0.13403 -0.0977135 0.0117987 0.189506 0.0648008 0.177736 0.0607505 0.0844976 0.196174 0.229473 0.00179958 -0.0308959 -0.0224404 -0.00953884 -0.0285523 0.00163348 -0.0439475 0.0540413 0.0193495 -0.117566 0.0639742 0.145429 -0.0862844
internal_count=93656 62810 45732 17078 16366 27259 14330 7687 30846 12929 8679 2052 2519 13558 5118 8176 2720 10877 18473 14065 9308 5212 2621 1146 1962 1211 11270 771 1653 19576
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=119 125 125 92 1 92 10 5 10 46 32 16 125 48 6 2 71 41 5 64 76 88 6 10 83 31 61 32 12 83
split_gain=396.335 245.765 41.7729 23.4389 11.5506 11.1609 13.2221 7.95455 7.87705 6.44507 5.59017 5.0826 5.03026 4.59253 4.19058 3.98801 3.92251 3.85073 3.74059 3.7397 3.60604 3.58987 3.57312 3.56667 3.69401 3.56832 3.72688 4.2325 3.51716 3.49204
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 -0.66489999999999994 -2.8069999999999995 -2.0652499999999994 -1.7940999999999998 -0.92746499999999987 0.18898500000000004 -0.59226499999999993 -3.1097499999999996 1.7500000000000002 -0.71919999999999995 -2.0602999999999994 0.70062500000000016 -2.1155499999999994 0.88780000000000003 3.0393000000000003 29.159000000000002 -3.0363499999999997 10.196500000000002 1.86365 0.92096000000000011 -0.55163499999999988 0.15648000000000004 1.9121000000000001 1.4831500000000004 -5.5266999999999991 -0.49777499999999997
decision_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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right_child=9 2 16 4 8 6 7 12 15 -11 -12 20 -14 28 -16 -17 23 18 -20 -21 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=0.00048765549655824768 -0.0045842187486588954 -0.00035023653774104963 -0.0025946192204200297 0.0049198594337827722 0.01219482546152771 0.0042213419406060505 0.0093689215562131872 0.0019011981543637362 0.0069511996393258977 -0.0054999560277734618 0.0074625700757634354 0.0046109824102982836 -3.4174111655129148e-05 -0.012578153402306315 0.0037816020511925843 0.0043627071321491592 0.00043028417313281371 -0.0034210605590149416 0.00094911129918040309 -0.0078832504913361381 0.010133918316351964 -0.012093510833002773 -0.004547807984601194 -0.0029523002970044386 0.015720237184848104 -0.0018189243812421531 -0.011760029466501599 0.0091768209537905123 0.001865523500472209 -0.00028965425786300789
leaf_count=1145 11500 1569 4003 568 857 4994 411 7199 2978 12793 2296 311 8239 43 1829 2974 4900 6020 533 99 5949 102 749 3728 35 4264 29 144 2127 1268
internal_value=0 0.0455878 0.00736221 0.147949 0.157881 0.0322422 0.038411 0.0268903 0.134564 -0.0928278 0.174976 0.188972 0.0162512 0.0643732 0.0961355 0.113156 -0.0293511 -0.0806596 -0.0613121 0.0353694 0.197191 -0.0566129 -0.0341314 -0.0215623 -0.0430262 -0.00999696 -0.0305408 0.113344 0.0315862 0.00280778
internal_count=93656 62810 45732 17078 15933 27259 24941 19947 9105 30846 3153 6828 15537 4410 2240 5952 18473 18053 6553 7298 6260 4105 2318 14368 5031 9337 4437 173 2170 1303
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=119 125 125 92 2 10 92 10 5 44 32 125 81 10 16 43 76 10 61 48 109 21 2 5 44 16 45 50 0 23
split_gain=357.692 221.803 37.7 21.1536 10.4634 10.4119 10.261 6.8742 6.29479 5.76197 5.2514 4.70951 4.67002 4.22759 4.16726 4.00407 3.72003 3.82442 3.8198 4.13677 3.8195 3.90736 3.7127 3.61272 4.02471 3.50255 3.70372 3.50207 3.39102 3.36705
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 -0.44316499999999998 0.28825500000000009 -2.8069999999999995 -0.54546499999999998 1.7906500000000001 0.36254500000000006 -0.59226499999999993 1.7500000000000002 -2.0255499999999995 -2.1626499999999997 -2.2505999999999995 1.6334500000000001 2.4821000000000004 0.92096000000000011 1.0000000180025095e-35 -0.17037499999999997 -1.1658499999999996 -1.3934499999999999 -2.3322499999999997 -1.2069999999999999 -0.83506999999999987 1.9833500000000004 1.6029500000000001 10.132500000000002 3.3642000000000003 -1.1500499999999996
decision_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
left_child=1 3 5 29 12 6 -3 10 11 25 -6 22 -5 -8 -15 -16 17 18 19 20 -4 -22 -7 -14 -25 26 -2 -13 -11 -1
right_child=9 2 16 4 7 8 13 -9 -10 28 -12 27 23 14 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029561932556904282 -0.0039257186816782337 -0.0018893317473545682 0.0017775039165201835 0.0040699266518155735 0.011117008498530222 0.0073457492504017483 0.0040531862072638852 0.0051099311854943324 -0.0017307063895174854 -0.0056156161370828862 0.0067573939471522251 0.00038767307347446268 0.010181476941834688 -0.00032158472465163474 0.0023399103783763443 0.006839292754294045 -0.0026616043672760014 -0.0021502682212047124 0.00073502761733834632 -0.002722236805098345 0.0024722828682678852 -0.0039467724593661721 0.0018194305242031168 0.0051595213675760055 0.009061269464924528 -0.005264761716971795 -0.0019421598507461859 -0.0047176736663809065 -0.0028488624465453577 0.0026132075426037586
leaf_count=442 12950 1239 1475 480 979 326 4795 5021 2536 10025 2346 5221 3922 1379 6381 536 4408 4757 4096 2591 335 811 4487 936 2249 3750 2876 359 1245 703
internal_value=0 0.0433084 0.0069941 0.140552 0.149987 0.0306301 0.049194 0.125553 0.0100546 -0.0881864 0.16082 0.0209543 0.176864 0.0574263 0.0437641 0.0537714 -0.0278835 -0.0199392 -0.00815093 -0.0261094 0.00190157 -0.0414069 0.0438749 0.183312 0.158293 -0.0778163 -0.0713051 0.00118422 -0.106199 0.00926546
internal_count=93656 62810 45732 17078 15933 27259 14330 8346 12929 30846 3325 10393 7587 13091 8296 6917 18473 14065 9308 5212 2621 1146 4813 7107 3185 19576 15826 5580 11270 1145
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=119 71 10 2 71 60 66 63 3 46 5 4 0 7 77 97 110 46 62 64 16 47 109 110 15 99 71 1 15 13
split_gain=322.817 30.0765 21.1761 14.8706 10.2599 7.18969 6.94689 5.31809 5.33202 5.31651 4.29638 4.12874 3.74268 3.71728 3.80261 3.69236 4.0697 3.56037 3.55408 3.42402 3.41235 3.89244 3.69021 3.75108 3.30391 3.64579 3.35524 3.67007 3.30737 3.28892
threshold=1.0000000180025095e-35 -13.094499999999998 -0.7158699999999999 -0.5026299999999998 3.2206000000000006 -1.7737499999999999 -1.2800499999999999 -0.19245499999999996 2.0615500000000004 0.18898500000000004 -1.2069999999999999 0.5565150000000002 3.3642000000000003 -0.52506499999999989 4.8998500000000016 -1.1679499999999996 1.4761500000000003 -2.0676499999999995 0.54974000000000012 -1.4193499999999999 1.9833500000000004 -1.1581499999999998 1.42005 -0.74609499999999984 -0.079053499999999985 1.8854000000000002 0.52710500000000005 0.9841850000000002 -2.1555499999999994 0.19301500000000002
decision_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
left_child=1 -1 4 10 5 -3 7 8 -7 20 17 24 -11 -6 -15 16 -13 19 -9 -4 21 22 -2 -24 25 26 -5 -28 -29 -21
right_child=9 2 3 11 13 6 -8 18 -10 12 -12 15 -14 14 -16 -17 -18 -19 -20 29 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0019263854566530321 9.447968010164098e-05 -0.0040466104985939135 0.0083523545735542885 0.0026331078519247117 0.0024369843930232664 0.0059031647819861414 0.0056742215371677583 0.0018580685521667893 0.0010685513813500805 -0.0052745253813974114 0.0018726282883066898 0.00096452821823965788 -0.0025776005943763431 -0.0010233247812399286 -0.02073795032501221 -0.00037946157340589524 0.0067649342800771761 0.0030953756969621339 0.0038881310284861817 -0.00073066032950727037 -0.0050347840655229218 -0.0036875368040873492 0.0021248310617289169 -0.0049863428962536351 0.00029236113306083496 0.005477416402984249 0.0014332486610663566 -0.020343982566286018 -0.0024199478849768639 0.0066562518013229257
leaf_count=4406 1479 270 684 3767 1315 3243 5396 4479 692 11342 7378 1863 1451 1131 25 8603 361 7928 4157 284 3513 11857 229 975 3693 736 1501 27 550 321
internal_value=0 0.041143 0.0471533 0.0330402 0.0728443 0.0810376 0.0834716 0.0705889 0.101059 -0.0837771 0.0554366 0.0154264 -0.0993727 0.012374 -0.0289936 0.00180022 0.038121 0.0698325 0.0567051 0.118575 -0.0727255 -0.0659677 -0.0315718 -0.072676 0.0297859 0.0432194 0.0348673 0.00260873 -0.0651736 0.0637735
internal_count=93656 62810 58404 37696 20708 18237 17967 12571 3935 30846 16595 21101 12793 2471 1156 10827 2224 9217 8636 1289 18053 14540 2683 1204 10274 6581 5845 2078 577 605
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=120 125 125 92 1 10 75 9 77 39 5 15 44 125 11 32 82 10 2 18 13 9 76 9 13 82 63 6 19 3
split_gain=291.342 199.062 33.8388 18.3432 9.13118 8.84239 8.55217 6.16006 5.6483 5.34169 5.33038 5.06921 4.74105 4.23451 4.21881 5.14345 4.55744 4.71497 4.30822 3.97579 3.83852 3.78452 3.67659 3.65507 4.19138 3.61864 3.528 3.43686 3.37427 3.37094
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 -0.66489999999999994 0.28825500000000009 -20.212999999999997 -0.50544499999999981 2.0739500000000004 0.96155000000000013 1.7906500000000001 -0.69756499999999988 0.36254500000000006 1.7500000000000002 -0.64890999999999988 -0.82329499999999989 -0.22195999999999996 -2.0652499999999994 3.9893000000000005 -0.81871999999999989 -0.73169499999999987 -4.1848499999999991 -2.4185999999999992 -2.3467999999999996 -3.6077999999999997 -0.90025499999999992 0.33561500000000005 -2.7356499999999992 -0.96735499999999985 2.0130500000000002
decision_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
left_child=12 3 5 -2 9 6 19 11 -9 22 13 25 -1 27 15 18 17 -16 -8 -3 -19 -17 -5 -24 -25 -6 -23 -7 -20 -11
right_child=1 2 -4 4 7 10 14 8 -10 29 -12 -13 -14 -15 16 21 -18 20 28 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035090775057482395 0.00044775461460825662 -0.0038854393113395128 -0.0014179941023874025 0.0030673079636939077 0.00069124654147515797 0.0063435195413339574 0.0050379648376880082 0.0046211299497917529 0.013305591497109415 0.0058002820540808304 -0.0016494908433243021 0.0084974866055582497 -0.0047963866282224711 -3.0080850459768781e-05 0.004689358232691153 0.0035920073059589972 0.0054477854248130555 0.014678519280119377 -0.012021086092537908 0.002097512387280163 0.0013667889670057796 0.0018837830220169089 0.012923529745662602 -0.0070404453389346609 0.0092378625036455015 0.0082623454019369776 -0.0013486436850695695 0.0015835203082148681 0.0095040914267301574 0.011855350413121456
leaf_count=19576 1145 794 18473 218 404 415 1254 5364 194 2107 2536 2884 11270 5580 1834 920 1949 55 67 427 3523 1438 738 40 3467 259 2044 4398 25 258
internal_value=0 0.0390858 0.00468344 0.13121 0.139995 0.0270764 0.044184 0.119264 0.0984852 0.16764 0.00811497 0.151824 -0.0795883 0.018145 0.0516397 0.0313385 0.0674923 0.0525602 0.0854353 -0.0358624 0.0314283 0.0147974 0.188 0.194505 0.181044 0.0729777 -0.000274254 0.039879 -0.123437 0.129217
internal_count=93656 62810 45732 17078 15933 27259 14330 9105 5558 6828 12929 3547 30846 10393 13109 5748 7361 5412 1346 1221 3578 4402 4463 4245 3507 663 3482 4813 92 2365
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=119 71 10 1 11 10 31 14 46 101 83 57 16 35 43 11 9 57 7 108 41 14 6 83 5 10 74 87 0 0
split_gain=262.937 25.4165 17.8767 12.8513 9.26628 8.45317 7.6153 5.56391 4.38455 4.09359 3.91711 3.9859 3.88289 4.4729 3.8623 3.71512 4.01228 3.70995 3.66522 3.38622 3.38415 4.23982 3.53093 3.37514 4.24214 4.24123 3.91534 3.45191 3.3734 3.36352
threshold=1.0000000180025095e-35 -13.094499999999998 0.30665500000000007 -0.76119999999999999 -0.60656499999999991 -2.0202499999999994 0.23199000000000003 -0.99315999999999993 0.18898500000000004 -1.9939499999999997 -0.42338999999999999 4.7972500000000009 -3.3591999999999995 -1.6328999999999998 2.0573500000000005 -1.3756499999999996 -3.0653499999999996 1.2947500000000003 -2.8172499999999996 3.0427500000000003 0.90329500000000007 141.85000000000002 -1.1184499999999999 -1.7867499999999998 0.34373000000000004 2.3280500000000006 -2.6844499999999996 -2.4609499999999995 3.3642000000000003 -2.0865499999999995
decision_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
left_child=1 -1 4 7 6 12 10 18 19 14 11 -3 -6 -14 -7 16 -8 -11 -4 20 -2 -22 -23 24 26 -25 -5 -28 -10 -9
right_child=8 2 3 23 5 9 15 29 28 17 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018053739736659036 -0.0041154948444332888 0.0023218298027024168 0.0076130793525010986 0.0083863521775220367 6.0994305939816721e-06 -0.00010540077559373998 0.0016458201781185994 -0.0011342928150471876 -0.0047789928437151664 0.0027498563699333151 0.0063362843324912006 0.0069577671144677297 0.004602597046481526 0.0076349982239369302 -0.020940947176321695 0.0018874310754086116 -0.0019166662976121671 0.0052824867257971406 0.0033324602700875042 -0.0015377410947383314 -0.0027939107865891364 0.020840908196987584 0.0015854713777380604 0.0020010809621598268 -0.00085086644241327445 -0.0017554965196849238 0.0047361510157826955 0.00026122059272689241 -0.0022185714631697624 0.002082967702835197
leaf_count=4406 9801 5204 568 179 335 675 1376 984 11342 8913 870 509 3910 1765 23 3933 1857 1726 4181 2419 5708 32 93 4524 7396 901 493 3424 1451 4658
internal_value=0 0.0371315 0.0426567 0.0239873 0.0590518 0.07442 0.0396619 0.051667 -0.0756089 0.0583475 0.0642165 0.0546974 0.104739 0.110914 -0.0158392 0.0171048 -0.00800867 0.0632147 0.0768888 -0.0655725 -0.0709598 -0.0518885 0.130297 0.00698549 -0.0027193 0.0275435 0.0230981 0.0164889 -0.0897717 0.0304371
internal_count=93656 62810 58404 27308 31096 17347 13749 10391 30846 11337 6583 5713 6010 5675 698 7166 3233 10639 4749 18053 15634 5833 125 16917 11492 5425 4096 3917 12793 5642
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=119 125 125 71 2 10 75 58 66 44 7 43 16 76 52 46 32 14 11 51 14 27 66 97 47 104 18 10 78 62
split_gain=237.3 178.421 30.3559 15.9777 9.6064 7.2669 7.37827 6.66311 5.42894 4.9557 4.64 4.98173 4.39581 4.21694 4.14246 4.00329 3.80003 3.79205 3.72046 3.6782 3.57828 3.62831 3.53908 4.06237 3.67514 3.48843 3.37152 3.35629 4.19557 3.46077
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -4.9804999999999993 -0.77305499999999994 0.12976000000000001 -20.212999999999997 2.5636500000000004 1.0259000000000003 -1.46695 -1.9429999999999998 2.2379500000000005 -3.2171999999999996 -2.8245499999999999 0.65708500000000014 0.65403000000000011 -1.0044499999999996 -0.077378499999999989 2.5992500000000005 17.409500000000005 0.34023500000000007 1.3723500000000002 -1.2800499999999999 4.7343500000000009 0.84066500000000011 8.6278500000000022 -0.78670499999999988 1.1304500000000004 2.4366000000000003 1.7252500000000002
decision_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
left_child=1 3 5 -1 14 6 26 8 9 -6 11 17 -11 -14 18 -2 25 19 -5 -7 21 -19 23 -8 -25 -10 -3 29 -29 -15
right_child=15 2 -4 4 7 10 22 -9 16 12 -12 -13 13 27 -16 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00058275671781733707 -0.0031707286787868365 -0.0036751767299628814 -0.0014295819543024978 0.006362934341335915 -0.0031920433159648761 0.0029931677124657476 0.0012799537035108643 0.012144854027881392 0.0040386768282744392 -0.0024924758089972395 2.6196501159316267e-05 0.014904713227879257 -0.00014918209040818149 0.0052737370942074376 0.0098120462504473916 -0.0043626690449716145 0.0091041054876125471 -0.0042234600409046634 0.0098852005886312412 0.019886597742636999 0.00097144056841001649 -0.024029635794220433 0.0036791920446171975 0.0062546072094347097 0.0016516221303327023 -0.016680841658102432 0.0019969225674867632 0.0042902976190119678 -0.0039876929218215602 0.0082470312781815058
leaf_count=844 19959 778 18473 3570 194 1365 6839 360 174 196 11931 80 365 3941 2051 10887 1219 91 949 33 286 31 3695 881 854 23 395 1722 168 1302
internal_value=0 0.0352749 0.00270501 0.122492 0.129466 0.0239143 0.0404679 0.109409 0.104244 0.094009 0.00780985 0.0539012 0.0979891 0.101854 0.158969 -0.0718284 0.161257 0.0430843 0.142052 0.0678388 -0.0417364 -0.185124 0.0477121 0.0365626 0.0797786 0.0323929 -0.0353027 0.107218 0.0710895 0.120242
internal_count=93656 62810 45732 17078 16234 27259 13442 9664 9304 7888 13817 1886 7694 7498 6570 30846 1416 1806 4519 1398 408 122 12269 8574 1735 197 1173 7133 1890 5243
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=119 125 125 92 1 92 10 125 7 9 39 73 65 10 14 41 16 22 34 22 99 104 66 97 8 76 9 13 72 13
split_gain=214.163 161.025 27.3962 14.6823 7.40776 6.83442 8.44312 6.39882 5.63263 5.04487 4.7606 4.69031 4.5808 4.55831 3.64492 3.72609 3.79481 3.56541 3.45959 3.30019 3.31867 3.1981 4.1779 3.36506 3.33402 3.18097 3.1815 3.77577 3.16476 3.12057
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 -0.66489999999999994 -2.8069999999999995 -2.0652499999999994 1.7500000000000002 -1.9429999999999998 -0.50544499999999981 0.96155000000000013 2.0162500000000008 -1.8896999999999997 2.4591500000000006 87.051500000000019 1.2733500000000004 4.1736500000000012 0.83325500000000019 5.2814500000000004 -2.1172499999999999 8.3400000000000016 1.7917500000000002 -0.24269499999999997 -1.2563499999999996 -1.2556499999999999 -2.4185999999999992 -2.3467999999999996 -3.4089499999999995 -0.27479499999999996 -0.21676499999999996
decision_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
left_child=1 3 5 -1 10 -3 -7 8 -8 12 25 21 -6 -10 15 -2 -17 18 -15 -4 -21 22 24 -23 -11 -5 -27 -28 -26 -16
right_child=14 2 19 4 9 6 7 -9 13 11 -12 -13 -14 17 29 16 -18 -19 -20 20 -22 23 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.00034953054805249626 -0.0038442831078035439 -0.0014610371889901687 0.00019151363271061289 0.0025269742328844491 0.0030034369116207953 0.0032158526682589932 0.0047796348504547869 7.3666328185837334e-05 0.0016220713776085743 -0.0048589776201104678 0.0056426886504567196 0.011667417596936937 0.0076125446750605471 -0.0052154696939562669 0.0027427571602509047 -0.0024324108949722988 -0.011284956110383923 0.0041241371838173068 -0.025855742191726511 -0.0017819527601828158 0.0022808291892019604 -0.0094978502340381972 0.0074233297912961477 0.002321770936031337 0.0043252544096975777 0.01170382101712168 -0.005413395363618346 0.0082912795421348339 -0.0061397679552838615 -0.0028631666328372629
leaf_count=1145 22041 2318 2897 218 663 4994 1411 10572 7578 108 2365 210 2884 263 434 7668 123 101 22 15056 520 64 1039 1019 3044 738 51 3456 74 580
internal_value=0 0.0335112 0.00256976 0.116367 0.124227 0.0227186 0.0275458 0.0183396 0.0373593 0.105555 0.149127 0.0867506 0.13502 0.0270419 -0.068237 -0.0702411 -0.0514434 -0.0789615 -0.136175 -0.0271621 -0.0329264 0.0809941 0.0933168 0.0324658 0.0755546 0.168348 0.174398 0.16184 0.0815377 -0.00927574
internal_count=93656 62810 45732 17078 15933 27259 24941 19947 9375 9105 6828 5558 3547 7964 30846 29832 7791 386 285 18473 15576 5348 4265 1083 3226 4463 4245 3507 3118 1014
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=119 125 125 71 2 10 87 58 71 2 16 11 34 10 62 3 30 46 47 5 52 76 31 11 2 53 16 101 66 10
split_gain=193.283 145.325 24.7251 13.4263 8.25389 6.21993 7.30211 5.72596 4.75382 4.27544 4.16271 3.65985 3.6348 5.27619 4.10042 4.09846 3.70912 3.5832 3.54399 3.74701 3.52974 3.56459 3.38667 3.84162 3.49629 3.34506 3.24323 3.16712 3.7786 3.11011
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -4.9804999999999993 -0.77305499999999994 0.32401000000000008 5.0566500000000003 2.5636500000000004 2.9950000000000006 1.0235500000000004 -3.2171999999999996 2.5992500000000005 -1.5657499999999998 -1.7940499999999997 1.7864000000000002 -0.58389499999999994 -3.4206499999999997 0.65403000000000011 -0.83128499999999994 -3.9074499999999994 0.65708500000000014 1.1509500000000001 0.95715000000000006 1.8416500000000002 5.1043000000000012 -0.21392499999999998 -3.4180499999999996 13.493500000000003 -1.2800499999999999 -1.8418999999999999
decision_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
left_child=1 3 5 -1 11 6 22 8 10 18 -6 20 14 -14 -12 -16 -15 -2 19 -7 -5 -22 26 -24 -25 -20 -3 28 -28 -23
right_child=17 2 -4 4 7 9 -8 -9 -10 -11 12 -13 13 16 15 -17 -18 -19 25 -21 21 29 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00062108531007234243 -0.0028432496892663211 -0.0028159146709728616 -0.0012901977406580669 0.0057240470687673541 -0.0027669571218846816 0.0066726790659435813 -0.003134093618584145 0.011104783804104146 0.00074299920917776305 -0.0010936377030846319 0.0025442768799325151 0.0094628574625261457 0.009041407705479584 -0.0094685139437747576 0.011018032550226526 0.003509381690314479 0.0052862340282491867 -0.0039709183552730223 -0.0017866391519624028 0.0014018256587749365 0.010195464631568604 0.011301486391317228 0.00058216101855397637 0.0052843761188941744 -0.0063250442888115495 0.0011212360859955885 0.0018246707319758829 0.0067484390426186787 0.0042393710273040449 0.0026388049251387107
leaf_count=844 19959 258 18473 3570 169 365 717 360 709 3952 2064 1419 1075 43 331 403 4510 10887 1830 4424 1073 145 4911 749 71 2152 4918 496 2416 363
internal_value=0 0.0318356 0.00244127 0.110549 0.116942 0.0215826 0.0357148 0.0983502 0.0935621 0.00543661 0.100054 0.144289 0.103171 0.117816 0.0737143 0.137909 0.102938 -0.0648251 0.0177415 0.036071 0.131901 0.171238 0.0408202 0.0222227 0.0855834 -0.00430261 0.0539979 0.0576329 0.0524026 0.102228
internal_count=93656 62810 45732 17078 16234 27259 14536 9664 9304 12723 8595 6570 8426 5628 2798 734 4553 30846 8771 4789 5151 1581 13819 5731 820 3982 8088 7830 7334 508
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=119 125 125 92 2 125 10 84 7 71 45 9 104 11 13 45 85 121 85 71 10 24 44 0 84 21 46 39 10 89
split_gain=174.437 131.156 22.3144 12.2873 6.44605 5.9132 5.03961 4.89482 4.87777 4.36833 4.46538 5.01334 4.4159 4.1364 3.42498 3.80095 3.41226 4.64033 4.50665 4.27374 3.7146 3.37421 3.34505 3.27687 3.3244 3.2669 3.22522 3.17522 3.2092 3.1714
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 -0.44316499999999998 1.7500000000000002 -2.1135499999999996 -2.0371499999999996 -1.9429999999999998 3.0772500000000007 1.9047500000000002 -1.6153499999999996 -1.8944999999999999 2.5992500000000005 -0.065016999999999978 -6.3105499999999992 -1.59195 3.5000000000000004 -1.2649499999999996 2.2193500000000004 1.8057500000000004 -0.8667149999999999 -0.83506999999999987 3.0541500000000004 -2.3581499999999997 -2.0232499999999995 0.18898500000000004 0.88812000000000013 1.4209500000000002 45.639500000000005
decision_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
left_child=1 3 5 -1 13 8 7 -7 14 10 11 12 -6 22 15 -3 17 19 -18 -10 -20 -22 25 26 -25 -5 29 -11 -29 -2
right_child=23 2 -4 4 9 6 -8 -9 16 27 -12 -13 -14 -15 -16 -17 18 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0002481134461979158 -0.0028657547905029078 -0.0073588001973850211 -0.0012256878371544719 -0.0036279389811756692 0.0037576487385761422 -0.0058641555708494383 -0.00012991749672711523 0.0027433799161113025 0.0011276596566853721 0.004320634698196677 0.0087924037858851892 0.0038483224545545949 0.0090434385972840755 0.0088579024751126081 0.0062327237683711019 0.0030659553711433825 0.0051604332020793453 -0.0096928070497325092 0.0018694190561950978 -0.0056011563932353804 0.0016054734928972773 -0.004034451603930179 0.0068661911905284166 -0.012123520391715038 -0.0016433369622853547 0.00486076912849971 -0.0039382841331924278 -0.00086379346873941302 -0.014803382098674775 0.0082879196357680488
leaf_count=1145 15202 97 18473 121 647 176 11614 2683 1663 262 691 5444 1015 1676 963 887 908 127 6804 275 513 549 3999 77 4376 1791 11127 237 50 64
internal_value=0 0.0302439 0.00231921 0.105021 0.112212 0.0205035 0.00666004 0.04427 0.0361735 0.0930343 0.0991051 0.0916424 0.139715 0.133308 0.082258 0.0407662 0.0278954 -0.00867803 0.0365031 0.00345697 0.028803 -0.0262016 0.120875 -0.0615839 -0.0364911 0.0864713 -0.0658175 0.00681669 -0.0658459 -0.0563799
internal_count=93656 62810 45732 17078 15933 27259 14473 2859 12786 8346 7797 7106 1662 7587 1947 984 10839 2065 8774 1938 7866 1062 5911 30846 4453 1912 26393 549 287 15266
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=119 125 125 71 2 92 10 5 58 44 103 9 34 48 3 125 14 41 16 52 1 8 110 84 39 0 22 99 38 6
split_gain=157.43 118.368 20.1387 11.3099 6.88142 5.67108 6.91277 5.13257 4.88292 4.54565 4.49115 3.8698 5.61633 3.52676 3.37251 3.28432 3.28379 3.34067 3.42608 3.28379 3.35384 3.23742 3.99844 3.10055 3.07876 3.01263 2.97842 2.9951 3.10124 2.91573
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -4.9804999999999993 -0.77305499999999994 -2.8069999999999995 -2.0652499999999994 -1.7940999999999998 2.5636500000000004 -1.46695 2.4054000000000006 -1.0438499999999997 -1.7195499999999997 -0.71919999999999995 3.6973000000000007 1.7500000000000002 87.051500000000019 1.2733500000000004 4.1736500000000012 0.65708500000000014 -0.72462499999999996 0.20950500000000002 3.1908000000000007 11.066500000000003 1.1349500000000001 -2.0635499999999998 -2.1172499999999999 8.3400000000000016 -0.24272499999999997 1.86365
decision_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
left_child=1 3 5 -1 19 29 -7 13 9 -6 11 12 -11 14 -8 25 17 -2 -19 20 24 22 -12 -15 -5 -9 -4 28 -28 -3
right_child=16 2 26 4 8 6 7 15 -10 10 21 -13 -14 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00065464263415555542 -0.0033349233766770368 -0.00016649539426320521 0.00030773224519333597 0.0076710091854848023 -0.003187934475322369 0.0028573949984657108 0.0030736290574996002 0.0062082804167377104 0.010146775414080669 0.0033170983972899519 0.0053840062506947169 0.0040183886347061352 0.0082209566689232013 0.00065049835904551273 0.0099396064136253338 -0.00033421956309272129 -0.00012702343496815457 -0.0019976022875181315 -0.010409067783928742 0.0081896634045343 0.0032400232046090882 -0.002491520601869017 -0.010675351915144644 0.019106565901766653 0.0046210623286711853 0.00091945564426878775 -0.0024516075694000963 0.0022925820688788705 -0.000984896604763549 -0.003958319187741254
leaf_count=844 22041 1569 2897 2171 203 4994 2044 280 360 936 393 5792 1552 2147 196 8239 1014 7668 123 2051 1011 385 43 23 1337 7018 5976 520 9080 749
internal_value=0 0.0287317 0.00220325 0.0997703 0.105638 0.0194783 0.0238755 0.0155454 0.0886622 0.0842406 0.0875418 0.0945368 0.127522 0.0456541 0.073488 0.00699932 -0.0585047 -0.0604069 -0.042608 0.130608 0.115547 0.0169949 0.0760034 0.0169223 0.130172 0.0224474 -0.0232881 -0.0287642 -0.0313412 -0.0278344
internal_count=93656 62810 45732 17078 16234 27259 24941 19947 9664 9304 9101 8280 2488 4410 2240 15537 30846 29832 7791 6570 4519 821 436 2170 3508 7298 18473 15576 15056 2318
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=119 125 125 81 2 58 92 9 47 7 11 0 9 20 31 26 109 44 106 32 37 13 34 16 53 41 3 16 23 11
split_gain=142.08 106.827 18.1752 10.4445 7.01184 5.39569 5.11815 6.37567 4.69083 6.17263 4.57312 4.0161 3.83267 4.74092 4.6117 3.74585 3.52634 3.8078 3.47347 3.44708 3.34422 3.223 3.1969 3.05753 3.01912 2.99238 2.98702 2.97121 3.50149 3.49209
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.0255499999999995 0.15561000000000003 2.7465000000000006 -2.8069999999999995 0.31681000000000009 -0.38307999999999992 -2.7641999999999993 -2.0656499999999993 1.1845500000000004 -1.6153499999999996 -2.1540499999999994 30.468500000000002 1.3153500000000002 1.8561500000000002 -1.5103499999999996 -3.4239499999999996 -1.0533499999999998 -0.92045999999999994 -0.32207499999999994 -0.36913999999999997 -2.2735499999999997 -2.1540999999999992 2.2905500000000005 -2.7242999999999999 3.2539500000000006 -0.36767999999999995 2.0175000000000005
decision_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
left_child=1 3 6 5 20 21 -3 -8 9 -9 -6 -11 18 15 16 -14 17 -15 -12 -19 -5 26 -23 -20 -18 -10 -1 29 -29 -22
right_child=-2 2 -4 4 10 -7 7 8 25 11 12 -13 13 14 -16 -17 24 19 23 -21 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010966336306022562 -0.0027789725934993193 -0.0013221361893739445 -0.0011061832812418473 0.0047135053970392034 -0.00614670985378325 0.01191542164245177 0.0019145980919910044 0.0072703304287942156 -0.00086953519406311698 0.0015995842312388727 0.0039022730216042613 -0.0012452375917682346 -0.017871242927630312 -0.017451416447081352 -0.011264760480620542 0.0072134834476111631 0.023281879831225642 -0.003679986929125858 -0.00018354007145663834 0.0036924711497697093 0.0056874045835908832 0.0019427229328651129 0.014099029607338007 0.0099068074156291666 0.0069979536120951093 0.012076970053215822 -0.0020784183624015041 0.0069603869352610915 0.016762675023906364 0.0085215332624962638
leaf_count=46 30846 2318 18473 3142 112 105 12769 395 5466 4562 764 1704 46 22 52 22 31 165 85 4056 4092 477 61 643 348 45 954 219 156 1480
internal_value=0 0.0272951 0.00209309 0.0947818 0.10285 0.0189833 0.0185044 0.0226818 0.00630592 0.0241621 0.0773426 0.0165191 0.0809407 0.0670325 0.0708464 -0.195112 0.0741781 0.0659229 0.125145 0.0680856 0.12066 0.00400988 0.0664208 0.174574 0.166598 -0.0152764 -0.0295672 0.134602 0.220763 0.128804
internal_count=93656 62810 45732 17078 15435 1643 27259 24941 12172 6661 6346 6266 6234 4742 4674 68 4622 4243 1492 4221 9089 1538 538 728 379 5511 1000 5947 375 5572
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=119 71 5 57 91 65 19 65 69 61 49 115 76 0 66 19 25 108 95 46 87 42 11 47 111 26 18 24 47 17
split_gain=128.228 14.6682 11.0249 6.74542 5.56898 4.2039 4.1768 4.44969 3.53996 4.07672 3.19502 4.51023 3.08754 4.15876 4.48122 3.38952 3.77993 3.28061 2.99573 2.95162 6.59569 3.23468 2.94466 3.93398 3.65771 3.65475 3.37834 3.24728 3.23518 2.94674
threshold=1.0000000180025095e-35 -13.094499999999998 -1.2069999999999999 2.2935500000000002 -1.2478999999999998 -1.4452499999999999 -0.7437649999999999 -1.7039499999999996 1.0541500000000001 1.07955 3.1360500000000004 1.0000000180025095e-35 -0.3803649999999999 3.9601000000000002 1.0259000000000003 0.82703500000000008 1.2598500000000004 -2.2958499999999993 1.6009000000000002 -1.8981499999999998 0.59392000000000011 -14.973999999999998 1.9576000000000002 -1.0955499999999996 1.7398000000000002 1.7886500000000003 -1.5402999999999998 -1.33605 4.5500500000000015 76.791500000000013
decision_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
left_child=1 -1 22 4 5 19 18 -8 -7 -10 -9 -12 13 14 15 -2 -17 -18 -6 -4 21 -21 23 -3 26 28 -24 -28 29 -25
right_child=12 2 3 -5 6 8 7 10 9 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014853918434535435 -0.0023401344588110085 0.003452181983392609 0.0030609013451529405 0.004010499733995981 0.00027490379985868461 0.0031796622499916044 -0.0015906752165482118 0.0018514100979115931 0.00056873958588425145 0.0076421421901514269 0.0091335065918836406 -0.0026079670612320859 -0.0030609865686069965 0.00085481174799226082 -0.0055690111964559336 0.0018886850010070356 0.013827478094026447 -0.0074359962764458777 -0.0034948215897362025 -0.0086375396785636754 -0.0040387763254954093 0.0020326528219973151 0.0011228579927680758 0.0015499796677287856 0.0069803046410905362 -0.0019468240949725485 0.010401636646929547 0.0036310103723019155 0.0041925536252252092 -0.011009269611949618
leaf_count=4406 9527 4091 700 1831 20388 5338 892 4706 2916 219 337 108 18058 1127 976 943 20 195 541 75 883 1341 1459 7415 689 676 192 2281 1279 47
internal_value=0 0.0259303 0.0301277 0.0209097 0.0180854 0.0365402 0.010236 0.0333946 0.047929 0.0212572 0.0446867 0.125678 -0.0528005 -0.0409116 -0.0465179 -0.0405932 0.0104933 -0.10916 0.00354918 0.00436388 -0.0129471 0.0293499 0.0506061 0.0431519 0.0723961 0.0319038 0.060619 0.0831334 0.0373823 0.0294175
internal_count=93656 62810 58404 40275 38444 11472 26972 6043 8473 3135 5151 445 30846 12788 11661 10685 1158 215 20929 2999 2299 1416 18129 13508 4621 9417 3932 2473 8741 7462
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=120 125 125 92 5 125 16 30 7 87 9 23 67 9 56 16 14 31 48 55 16 12 14 41 125 61 28 36 102 108
split_gain=115.725 95.8594 16.3103 9.14693 5.08658 4.95306 4.00519 3.99755 3.91739 3.33733 4.77853 3.30654 3.16789 3.73045 3.8854 3.16706 3.14329 5.67607 3.00468 3.24472 3.19525 3.0594 2.94652 3.01199 2.90359 3.45448 3.61418 3.7735 3.42673 3.89311
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 0.17059500000000002 1.7500000000000002 -3.1097499999999996 -3.2792999999999997 -1.9429999999999998 2.9808000000000008 -2.1073499999999998 -2.8584999999999998 -1.4765499999999998 -0.50544499999999981 2.7042500000000005 -2.2113999999999994 0.52985000000000004 10.749000000000001 7.5583000000000009 -0.55732999999999988 3.2539500000000006 2.1637500000000007 87.051500000000019 1.2568000000000001 2.7500000000000004 -2.0552999999999995 -0.69846999999999992 -0.95319999999999994 3.4689000000000001 -2.3753999999999995
decision_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
left_child=22 3 5 -2 6 8 -5 -6 11 10 -7 -3 13 14 16 -10 -9 -18 19 -8 21 -21 23 -1 25 26 -4 -28 -27 -30
right_child=1 2 24 4 7 9 18 12 15 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.0028997514876837726 0.00011158151064051813 -0.0030859938299162147 -3.2504409808276756e-05 0.0014451627411038142 -0.0078610228248746014 0.0024462361277724077 0.006750357080412917 0.0010213666130741918 -0.0010343731815964611 -0.001916144893066802 -1.2565281355455841e-05 0.0042326555871252808 0.0059610265754126909 0.0021466251029486337 0.0088656430424318214 0.0014941600797141663 0.0070376517359735076 -0.0026229052722983349 0.0094837517413066987 0.0039568232829873184 0.0099657239436108849 0.0082251891551569645 0.00014259723163002284 -0.0017612997007964062 -0.0017956065958856856 0.00026629059515508496 -0.0075909890348429673 -0.0018903252060645732 0.01622543918589751 -0.0042972211234894404
leaf_count=21928 1145 169 987 570 74 2442 3282 658 1426 1676 10355 1778 1377 3088 471 9413 899 183 513 4077 273 468 1014 7904 8398 7219 474 749 24 622
internal_value=0 0.0246338 0.000760562 0.0885623 0.0947663 0.0163071 0.110085 0.073926 0.0306486 0.00363731 0.00913276 0.0719479 0.0764882 0.0653837 0.0967402 0.02323 0.0749301 0.108075 0.115458 0.110757 0.0942383 0.0879268 -0.0501605 -0.0519624 -0.0221801 -0.0107338 -0.0456657 -0.0819948 -0.000918269 -0.0706954
internal_count=93656 62810 45732 17078 15933 27259 9183 6750 12786 14473 12797 1947 6676 5299 2211 10839 1740 1082 8613 8100 4818 4545 30846 29832 18473 10075 2210 1223 7865 646
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=119 125 125 81 2 58 125 11 65 9 14 108 9 20 31 26 23 4 5 9 84 49 59 56 21 94 4 27 5 78
split_gain=104.442 86.5131 14.72 8.65501 5.89177 4.57749 4.47014 4.04649 3.78346 3.87408 3.45814 3.29251 3.65254 4.38029 4.19382 3.36345 3.24725 3.19389 3.17668 3.13635 3.70772 3.12789 3.11235 3.10406 3.58152 3.42734 3.19364 3.07957 3.05053 3.05533
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.0255499999999995 0.15561000000000003 2.7465000000000006 1.7500000000000002 -2.0656499999999993 -1.6008499999999997 -0.10700999999999998 -0.63557999999999992 11.401500000000002 -1.6153499999999996 -2.1540499999999994 30.468500000000002 1.3153500000000002 5.2701000000000002 -2.7787999999999995 -0.93161499999999997 -2.1073499999999998 -2.0371499999999996 7.8269000000000011 -0.77755999999999992 -0.93717499999999987 6.2854500000000009 0.70872500000000016 -2.1559499999999994 -6.6887499999999989 1.8871000000000002 3.8110000000000004
decision_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
left_child=1 3 6 5 16 -1 8 -6 -3 23 18 12 -9 15 -15 -14 -5 -8 21 20 27 -11 -20 -10 26 -26 -25 -19 -21 -30
right_child=-2 2 -4 4 7 -7 17 11 9 10 -12 -13 13 14 -16 -17 -18 19 22 28 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=6.7130237887704302e-05 -0.0023826216489472004 9.4533956501420533e-05 -0.0010535562152622459 0.0054883755358566414 -0.0060147677032676133 0.01085733425879707 -0.0051741577650889431 0.005932832522254604 0.0014785270694945311 0.0052028998468356749 -0.00015478877822028064 -0.0046279570669867098 -0.017232150754526908 0.0034014398509698328 -0.011016722841590059 0.0065376963635737258 -0.0037091636838218604 -0.01731039993464947 0.01017122627960311 0.00029988110537360068 0.0022109378280194278 -0.0081402251294449626 0.00063257475953655464 0.012472755716819514 0.0031780877140130896 -0.012284113271161915 0.0044618868532425764 -0.0016227000181309203 -0.0014773631582998582 -0.013110846387029723
leaf_count=1538 30846 3648 18473 8992 112 105 274 1444 1480 972 2624 120 46 4551 51 22 97 41 90 9181 2690 46 1717 133 89 60 1927 132 2097 58
internal_value=0 0.0234021 0.000722533 0.0841342 0.091479 0.0151341 0.0154918 0.0680972 0.0291162 0.0399849 0.0230433 0.0714819 0.0747015 0.0611103 0.0648331 -0.190838 0.107804 0.00345544 0.0473225 0.00551905 0.0350926 0.0919994 0.0221532 0.0650092 0.0887527 -0.060966 0.0995819 -0.106812 -0.00194998 -0.0358094
internal_count=93656 62810 45732 17078 15435 1643 27259 6346 12786 9138 5449 6234 6114 4670 4602 68 9089 14473 2825 14199 2863 1018 1807 3689 2209 149 2060 173 11336 2155
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=120 125 125 81 4 39 10 87 66 15 9 44 46 6 11 9 32 11 82 10 43 51 64 53 45 62 56 26 15 33
split_gain=94.259 78.0781 13.2848 7.81114 5.54061 4.57778 4.30427 4.76582 4.21443 4.16435 3.65317 3.54936 3.50845 3.91879 3.37607 3.30711 3.28988 3.36146 3.34197 3.24794 3.18322 4.04749 3.65067 4.19247 3.18498 3.14918 3.13644 3.07794 3.03173 2.93628
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.0255499999999995 1.2026500000000002 0.88812000000000013 0.28825500000000009 4.8441500000000008 -1.7704499999999996 -2.3405499999999999 -2.6818499999999994 -0.9802249999999999 -2.0676499999999995 5.3693500000000016 2.5992500000000005 -2.7562499999999996 -0.91779499999999981 -0.64890999999999988 -0.22195999999999996 -2.0652499999999994 -5.2681999999999993 -1.7623499999999999 3.1638500000000005 -1.2707499999999998 -1.6899499999999998 2.6470000000000007 3.6258500000000002 -9.0901999999999976 5.3729000000000005 -1.43265
decision_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
left_child=-1 3 6 9 5 10 7 16 27 -2 29 -7 13 25 -12 -10 -3 -18 19 20 21 24 23 -23 28 26 -8 -6 -19 -5
right_child=1 2 -4 4 8 11 12 -9 15 -11 14 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002263490534914806 0.011175439798454237 0.0031435234309040564 -0.0010008783979748846 0.00098658756582036379 -0.0080794182945920657 0.0010414293419090481 0.0021732141373469508 -0.0024885928071311488 0.0086533347021787079 0.00011288703799735593 0.0044942801370359761 0.0044421818963333989 -0.00027555051391599125 -0.018971790068528869 0.0071314025519601202 0.0034115832292836165 0.00023819304869306717 0.0069432700657612312 0.0039558286744441036 0.00027259152613947176 0.0050548154259541442 0.0083261791981902779 0.009105456496278445 -0.010760965776827301 -0.012208841253765101 0.0080493613587398274 -0.0057076256314333336 0.0015375447318712898 -0.0064381980238125682 0.009140662204529356
leaf_count=30846 90 2615 18473 124 87 1058 1609 772 366 1553 4777 2792 10952 22 1627 1692 5139 77 1580 2802 883 51 165 66 86 209 137 1905 94 1007
internal_value=0 0.022232 0.000686407 0.0799275 0.0869051 0.0982053 0.0147172 0.026653 0.0551389 0.0143774 0.112539 0.0701527 0.00148792 0.0402599 0.103285 0.0868758 0.0310047 0.0233899 0.0398818 0.0252059 0.0641307 0.00357301 0.0862987 -0.0488186 -0.0871999 0.0449828 0.0310969 0.0223505 -0.00825249 0.164933
internal_count=93656 62810 45732 17078 15435 11385 27259 14330 4050 1643 7535 3850 12929 1977 6404 2058 13558 10943 5804 4224 1422 539 282 117 257 1955 1746 1992 171 1131
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=119 125 125 92 125 76 10 10 61 1 105 55 87 99 7 13 5 41 88 52 16 64 78 7 33 56 103 22 9 55
split_gain=85.0688 70.4655 12.218 7.30312 5.72201 5.27563 4.7333 4.45024 5.37583 3.94257 3.78626 3.69278 3.66488 3.47983 3.46561 3.67986 3.30074 3.28134 3.59812 4.22033 3.27985 3.22702 3.16348 3.13871 3.17232 3.10741 3.0982 3.09788 2.91117 2.88908
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -2.5736499999999993 2.7500000000000004 -3.0363499999999997 -1.5150499999999998 0.28825500000000009 -1.5685999999999998 1.5441500000000004 2.0247000000000006 -0.7484249999999999 2.9808000000000008 -1.5595999999999999 -1.3568499999999999 -0.065016999999999978 -3.2787999999999999 -4.1927499999999993 0.23048000000000005 3.9315500000000005 -2.1576499999999998 -0.93991499999999994 3.1583000000000001 0.020279000000000002 -3.2205999999999997 -0.38569499999999995 -4.7620999999999993 0.43573500000000004 0.29899500000000007 0.10537000000000001
decision_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
left_child=1 3 14 -1 7 9 -7 8 12 -5 -9 -8 -4 27 15 17 -12 -3 19 -19 -20 -15 -22 24 -13 -21 -6 -14 -17 -10
right_child=-2 2 4 5 26 6 11 10 29 -11 16 23 13 21 -16 28 -18 18 20 25 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.0461469271167405e-05 -0.0021503160369077822 -0.0049558607464895987 -4.99833057676177e-05 0.0015034898008922755 0.0054942434875676974 0.0057183682301787794 0.0049502639987539935 -0.0010970506767495449 0.0023879817373500521 -0.0085841448945475039 0.0097979511055400828 -0.0053473110898954075 -0.0037914806364166514 0.010645475064882556 0.00084953690559614486 0.0064160989622759415 0.00099642545631214909 0.0041167074201462553 0.0058783820527325194 -0.013524558260792591 -0.0078935013707954558 -0.0022167785796564777 0.0083266465685197296 0.0018089032559911148 0.0041432386504425944 0.0071186469223063729 -0.0017330547775275943 -0.013252062549946285 0.0023395732736229357 0.00046538774395704885
leaf_count=1145 30846 202 3936 587 151 4113 3993 10551 3684 116 118 90 687 74 9391 846 1095 1021 83 61 213 143 35 2968 4066 26 8247 99 908 4161
internal_value=0 0.0211204 0.000652086 0.0759311 -0.00953043 0.0814747 0.0853841 -0.00182223 0.0110938 -0.00322083 -0.0158581 0.0746611 -0.0147506 -0.0687126 0.0268896 0.0542712 0.0370527 0.0202338 0.0369877 0.0643185 -0.0545001 0.0433886 -0.112087 0.0610162 0.0787543 -0.147106 -0.0320621 -0.0996616 0.0861158 0.0273647
internal_count=93656 62810 45732 17078 32946 15933 15230 24548 12784 703 11764 11117 4939 1003 12786 3395 1213 1641 1439 1108 331 217 248 7124 4156 87 8398 786 1754 7845
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=120 125 125 81 125 2 10 61 47 71 91 87 1 9 11 29 53 7 44 45 22 1 101 3 102 5 58 121 85 16
split_gain=76.7746 63.5951 11.0267 6.70962 5.16412 5.05132 4.02019 5.05958 3.69176 3.50484 3.4742 3.4271 3.36291 3.33707 3.31004 3.30638 3.26565 3.16151 3.16121 3.62558 3.13666 3.34264 3.05943 3.02296 3.24718 3.0199 2.9974 2.89283 3.84136 3.39586
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -2.0255499999999995 2.7500000000000004 -0.44316499999999998 0.26833500000000005 -1.5685999999999998 -1.2139499999999999 3.0772500000000007 1.8499500000000004 2.9808000000000008 -2.1314499999999996 -1.5720499999999997 -2.0656499999999993 -15.764999999999999 34.990000000000002 -1.9429999999999998 -1.5103499999999996 1.9667500000000002 0.19411000000000003 1.5441500000000004 -0.77749499999999994 -1.6679499999999996 2.9182500000000005 -0.57482499999999992 1.3465500000000004 3.5000000000000004 -1.5426499999999999 -4.0878999999999985
decision_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
left_child=-1 3 17 8 6 -5 7 11 -2 13 16 -4 -12 14 -7 -13 -8 -3 -15 -20 21 22 -17 24 -6 -26 -18 29 -29 -19
right_child=1 2 4 5 23 9 10 -9 -10 -11 12 15 -14 18 -16 20 26 27 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0020428002865803714 0.0082748360447048603 0.0031323313968446018 -5.7867419159095955e-05 0.0048789906543877304 0.001276592542245659 -0.0088210401102537059 -0.0010566091208809398 0.0013255022007047984 -0.00015989271939605251 -0.00061572478351379475 0.0062918269435745956 0.0037828170095703436 0.00033258861160822672 -0.012436277523417683 0.0055484802932504827 -0.0020142579659349941 -0.0023223228892311452 -0.010695915653680763 0.0025328036558267073 0.0078373549901473039 -0.011562583447062881 0.0034374314236144225 -0.0094915120907955713 -0.001957215366494187 -0.012113001823341581 0.0048833410331123586 -0.022514777170384633 -0.0097428513760330973 -0.00037661899990062649 0.0012346845884011423
leaf_count=30846 142 1947 3918 7348 1329 41 9767 7777 1501 598 274 140 1741 34 1779 349 40 60 5292 343 133 150 225 6943 89 37 34 134 598 10047
internal_value=0 0.0200644 0.000619482 0.0721346 -0.00905391 0.0786015 -0.00173112 0.0106374 0.011382 0.0613574 -0.0149718 -0.0144777 0.0228585 0.0672401 0.104495 -0.0668241 -0.0227178 0.0255451 0.0552795 0.0571138 -0.0900998 -0.0641699 -0.0989047 -0.030459 0.0109858 -0.14244 -0.231999 0.0188806 -0.0418241 0.0232772
internal_count=93656 62810 45732 17078 32946 15435 24548 12692 1643 8087 11856 4915 2015 7489 1820 997 9841 12786 5669 5635 857 724 574 8398 1455 126 74 10839 732 10107
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=119 125 125 92 76 7 16 87 9 14 5 87 9 3 94 24 89 18 19 41 78 47 50 11 97 26 60 46 60 48
split_gain=69.2891 57.3946 10.1383 6.19676 4.62522 4.00645 3.81463 3.67345 4.78482 4.12754 4.33573 3.99926 3.67018 3.67265 3.53577 3.44885 3.59282 3.34234 3.08768 3.36918 3.02986 3.02276 3.01979 2.90506 2.91776 2.8905 3.33371 2.86803 3.06392 3.23583
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.5736499999999993 -2.8245499999999999 -1.9429999999999998 -3.2981999999999996 2.9808000000000008 0.31681000000000009 -0.76387499999999986 0.43365500000000007 2.7774500000000004 -2.2869499999999996 0.24065000000000003 -4.3493999999999993 1.6610500000000001 0.18128500000000003 1.7484000000000002 -1.6579499999999998 -0.19587999999999997 -2.8356499999999998 -1.1432499999999999 -0.41558999999999996 -1.76535 3.7347000000000006 1.9068500000000002 -1.66455 0.65403000000000011 -1.7598499999999999 98.855500000000021
decision_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
left_child=1 3 7 -1 22 -6 -7 8 -3 10 23 -12 -8 -14 20 -11 17 -17 19 21 -15 -16 -5 24 -10 26 -21 28 -2 -30
right_child=27 2 -4 4 5 6 12 -9 9 15 11 -13 13 14 18 16 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012648391781382946 -0.004562364340420128 0.0015345530244445498 -0.00087490680156191835 0.0013539852151625801 0.0057332045818539196 -0.0014381165527551812 0.0054483361696008228 -0.00099754126167885307 0.00434765128324949 -0.00023767423247990187 -0.00044548823540540628 -0.021398571943459305 0.0040412948560714194 -4.1251494125886402e-05 -0.011175533423595356 -0.025528776645660403 -0.0011014889219292888 -0.0059213262588917459 0.0046589462739487367 -0.015323943543051811 -0.012798488726569475 0.0041950944976656482 -0.0068376432935558801 0.0015093380118697635 0.017622970181206864 0.005248751839792812 -0.00031417717413502623 -0.0025934570251803565 -0.0015113310828483147 0.0061453174625476495
leaf_count=1145 828 12389 18473 609 2426 377 2345 3035 516 4676 2309 23 5967 143 33 23 675 395 1114 38 69 1041 138 3173 45 237 1396 10887 18992 139
internal_value=0 0.0190612 0.000588508 0.0685278 0.0736343 0.0774131 0.0703307 0.0128455 0.0169546 0.00257507 0.0207872 -0.0130429 0.0733476 0.0650266 0.041869 -0.0165746 -0.0671471 -0.140004 0.0487765 0.0307567 -0.0838674 0.0744563 -0.00318655 0.0419151 0.10825 0.00266969 -0.0142385 -0.0388132 -0.0316916 -0.029114
internal_count=93656 62810 45732 17078 15933 15186 12760 27259 24224 11835 6066 2332 12383 10038 4071 5769 1093 418 3859 2745 212 1074 747 3734 561 1671 1434 30846 19959 19131
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=119 125 125 81 10 4 39 39 15 125 65 57 48 16 44 9 39 44 16 36 54 20 9 72 9 14 25 105 84 38
split_gain=62.5334 51.7986 9.42149 5.7701 4.64386 4.41107 4.0197 3.46832 3.87088 3.34735 3.32093 3.13224 4.42012 4.04454 3.54137 3.1245 3.57366 3.03958 3.39427 3.36359 3.34157 3.01081 3.00747 2.99579 2.96669 2.95471 2.92727 2.9098 3.14812 3.06962
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -2.0255499999999995 -2.1135499999999996 1.2026500000000002 0.88812000000000013 -0.77744499999999983 -2.3405499999999999 2.7500000000000004 -1.6008499999999997 -1.2224499999999996 0.031759000000000003 -3.3591999999999995 0.40717000000000009 1.4742500000000003 -3.1132499999999994 -0.9802249999999999 1.2556 0.26003500000000007 0.91287000000000018 -1.0388499999999998 -0.10700999999999998 -1.8695499999999996 -2.6818499999999994 -0.63557999999999992 -13.505999999999998 -6.2558499999999997 -1.4130499999999999 -0.64463999999999988
decision_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
left_child=1 3 10 7 11 6 24 8 -1 26 -3 12 -4 -13 -14 -10 -17 18 19 20 -8 -16 -12 -7 -5 -24 -6 28 -23 -30
right_child=-2 2 4 5 9 23 17 -9 15 -11 22 13 14 -15 21 16 -18 -19 -20 -21 -22 27 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.016736934389919043 -0.0018436271640254413 -9.5395767232076391e-05 0.0017806767065759418 0.0070914287824208741 -0.011412779195234181 0.00071249886697889286 0.00093476185108859087 -0.0013433423890928751 0.0039939348732304734 -0.001678023559025109 0.002791518473825535 -0.0041813370640797305 -0.003347021778074586 0.0024642942896531458 -0.0050096678167679595 -0.024577487773858594 -0.0010867536889717859 0.0036095438602047323 0.0055405629028619993 -0.011128168045271244 -0.011381166975091523 0.016185522186928071 0.002064873593682176 0.0034352413332523939 0.0043136933825315658 -0.00026533458617561292 -0.0003519192380277348 0.0072507755218280696 -0.014430844797087568 0.00036488493271874935
leaf_count=50 30846 3648 1498 1131 60 1930 671 1026 462 6721 3689 249 1295 2843 152 20 85 2792 251 76 60 26 2825 2120 6404 2624 19623 225 42 212
internal_value=0 0.0181081 0.000559083 0.0651014 -0.00838253 0.0710985 0.0811813 0.00876265 0.0680104 -0.0142921 0.0235992 0.0154691 -0.0052458 0.0385824 -0.036602 0.0444894 -0.111224 0.0548942 0.00924945 -0.0223392 -0.00152243 0.0231975 0.0337819 0.0427547 0.0946126 0.0188549 -0.00771272 0.060337 -0.00770831 -0.0416331
internal_count=93656 62810 45732 17078 32946 15435 11385 1643 617 26404 12786 6542 3450 3092 1952 567 105 3850 1058 807 731 657 9138 4050 7535 5449 19683 505 280 254
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=119 125 125 71 124 110 7 11 76 10 35 99 82 125 91 78 83 121 23 58 93 25 74 110 50 41 73 55 59 94
split_gain=56.4364 46.7483 8.5029 5.23872 4.22916 4.73841 4.24841 4.32676 4.22113 4.72203 3.81023 3.4629 3.4029 3.30572 3.6512 3.09863 3.08719 3.472 3.17702 3.10377 3.62844 3.00045 3.80477 4.34026 3.22472 3.16591 2.91708 2.82455 2.80398 2.83534
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -4.9804999999999993 7.5000000000000009 -4.6557499999999994 -1.9429999999999998 2.5992500000000005 2.0357500000000006 -2.0652499999999994 -1.2965999999999998 -1.4546999999999997 5.8343000000000016 2.7500000000000004 1.9189500000000004 -1.6014499999999996 -0.5197949999999999 3.5000000000000004 1.5273500000000004 1.6321000000000001 0.27228500000000005 1.8767500000000001 1.6888500000000002 1.9841500000000003 62.83550000000001 2.0510500000000005 -2.9923499999999996 4.0398000000000005 1.54295 -0.83574499999999985
decision_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
left_child=1 3 16 -1 6 -6 -5 21 9 12 -7 -10 -4 14 15 -11 17 -3 26 -18 -21 22 23 24 25 -8 -19 -24 29 -17
right_child=-2 2 8 4 5 10 7 -9 11 13 -12 -13 -14 -15 -16 28 19 18 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00074834033059568972 -0.0017514458261790528 0.0010104144773745497 0.0016304658025781923 0.0058700909425953816 -0.0079323712614083174 0.0010362528534528703 0.0026598075871593668 0.0053430303174468678 -0.0020658068871166392 0.0023692021264590528 0.0042734006962600306 3.1208912194449354e-05 -0.0040722152332536583 -0.0015407220221133782 0.0022292196420834135 0.0010642889291072502 0.0036234995831809455 -0.012197676994929128 0.0032228903796220586 -0.016100011226267388 0.00026311546766249712 0.0059649232004164296 -0.00019058776160721901 0.0060004421222011163 -0.0069614436348214501 -0.0084408129243036881 -0.0027577416566403018 -0.016092583119612317 -0.0023231048791283937 -0.00076671911834207758
leaf_count=844 30846 9964 4704 1993 119 2542 5429 2140 5705 993 1415 3006 277 4864 1587 3047 1837 102 172 39 258 690 753 968 91 65 414 29 1856 6907
internal_value=0 0.0172027 0.000531128 0.0618464 0.0658399 0.037964 0.0751853 0.0669081 -0.0079634 -0.00117722 0.0438768 -0.0268433 0.0262666 -0.00827694 -0.000658977 -0.00626713 0.0224192 0.0154642 -0.0532422 0.0571354 -0.0377116 0.0562542 0.0503236 0.0581913 0.047477 0.0505695 -0.0924755 -0.0156061 -0.0107782 -0.00412465
internal_count=93656 62810 45732 17078 16234 4076 12158 10165 32946 24235 3957 8711 4981 19254 14390 12803 12786 10652 688 2134 297 8025 7335 6553 5585 5494 516 782 11810 9954
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=119 125 125 92 23 10 7 16 10 35 16 30 39 83 83 21 36 4 94 62 97 108 28 84 83 71 48 16 110 59
split_gain=50.9338 42.1903 7.85844 4.95675 5.37437 4.26747 3.48679 3.78681 3.65174 3.35446 3.44294 3.40349 3.08491 3.14578 3.08369 3.17298 3.05713 3.03576 3.84061 3.70546 3.15925 3.11799 2.95945 2.89742 2.8908 2.87572 2.92579 2.77548 3.52129 3.3516
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -2.0584499999999992 -1.1500499999999996 -1.4027499999999999 -1.9429999999999998 -2.3596999999999997 0.32401000000000008 -1.0933499999999998 -1.1124999999999998 -3.2792999999999997 -0.58715999999999979 1.1750500000000004 -0.093277999999999986 -1.7549499999999998 4.071200000000001 1.4057500000000001 -4.1912499999999993 1.1571000000000002 -1.2828499999999996 4.3638000000000003 -1.3312499999999996 -1.81565 -1.2281999999999997 -13.094499999999998 -0.37181999999999998 1.9833500000000004 -2.9124499999999993 -3.7322999999999995
decision_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
left_child=1 3 6 4 -1 -5 25 16 -9 10 -7 -11 -6 14 15 22 -8 19 -19 20 24 -20 -14 -21 -12 26 -3 28 -2 -29
right_child=27 2 -4 5 12 9 7 8 -10 11 17 -13 13 -15 -16 -17 -18 18 21 23 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0030409661130737196 0.00043824923885834547 0.00055335501915421983 -0.00077095681749308868 0.0045861610100284573 0.0067180739577157519 7.2332496550747647e-05 -0.0010246381381298993 0.0012141978323933792 -0.00011801823154355418 -0.010810132250667383 -0.0048649802935015795 0.0040344257715396415 -0.019277066140590857 0.012731338539635075 -0.016030100076126732 0.0024977206639578298 -0.0080965422013877363 -0.010513179719907373 0.00061434528074842351 -0.0069397570953393982 0.0030246150648925354 0.010416238564976503 -0.0021467531477160091 0.0059677793699656027 0.004113817872712389 0.0022018836216161596 -0.012633051215953223 0.0014940817644827449 -0.0016253991588513898 -0.0030223005520304568
leaf_count=677 2272 116 18473 4243 321 1660 2447 10402 10176 39 263 3888 30 54 28 648 163 73 1203 45 2240 87 158 1285 136 3889 66 446 22926 5202
internal_value=0 0.0163426 0.000504572 0.0587541 0.0108292 0.0648102 0.0112958 0.00655693 0.0111081 0.0543522 0.0412166 0.07774 0.0499786 0.0204722 0.00583753 0.0167709 -0.0293259 0.0535981 0.0128805 0.0675809 0.0458896 0.0255081 -0.0976063 0.110621 -0.0360908 0.0382881 -0.0845706 -0.0332775 -0.0287866 -0.0533132
internal_count=93656 62810 45732 17078 1916 15162 27259 23188 20578 10919 6992 3927 1239 918 864 836 2610 5332 1363 3969 2639 1290 188 1330 399 4071 182 30846 25198 5648
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=119 125 125 81 2 10 39 15 20 9 10 23 0 84 47 95 3 110 20 99 48 83 121 77 92 9 20 12 58 93
split_gain=45.9678 38.0767 7.2777 4.66573 4.01889 3.79786 3.01495 3.36628 3.0463 3.14525 2.92291 2.85081 2.78129 2.95378 2.85741 4.32898 3.19449 2.93684 3.37279 2.80538 3.11168 2.77762 3.13175 2.88543 3.27859 3.83262 3.27193 2.85091 2.79544 3.27238
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -2.0255499999999995 0.15561000000000003 -2.1135499999999996 -0.77744499999999983 -2.3405499999999999 -1.3248499999999999 1.4742500000000003 -1.5150499999999998 5.2701000000000002 3.0541500000000004 -2.3581499999999997 -1.15635 -0.099708999999999992 -1.7337499999999999 -1.2965999999999998 5.3596500000000011 -0.64530499999999991 313.2000000000001 -0.5197949999999999 3.5000000000000004 -0.5979549999999999 -1.9370499999999999 1.4915500000000004 3.1218500000000007 1.6471500000000001 1.6321000000000001 0.27228500000000005
decision_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
left_child=1 3 21 6 10 -4 7 -1 -9 -10 -5 -12 14 -14 15 17 -16 18 -2 20 -15 22 -3 -24 -25 26 -26 -27 -23 -30
right_child=12 2 5 4 -6 -7 -8 8 9 -11 11 -13 13 19 16 -17 -18 -19 -20 -21 -22 28 23 24 25 27 -28 -29 29 -31
leaf_value=0.015456559449434283 0.00067296892106626051 0.00093188593951911032 0.00070952406608529772 0.0052586859363332582 0.0020948964042919126 -0.00063618345111972514 -0.0014032069548225161 0.012576541740757724 0.0025410602877500577 -0.0075925050851358899 0.0033010545555399659 -0.0080273384718956165 -0.010132720781181784 0.00017080461422726338 -0.00076858424369091695 0.0036640171406569118 -0.0022795565532678455 -0.0020016072776907748 0.014241668323948221 -0.0029224078715529844 0.012732355991378428 0.0034105888127425872 -0.0068285701577496007 -0.013561523151470396 0.007489272938525313 -0.014327205267142165 -0.0068403490990096216 0.00049863620602254635 -0.015316690012621573 0.00022285014477580096
leaf_count=50 701 9964 6542 2337 6346 26404 1026 60 413 94 6696 56 77 3522 4328 534 18242 2539 49 804 50 1837 251 41 213 55 49 79 39 258
internal_value=0 0.0155254 0.000479343 0.0558164 0.0612091 -0.0073794 0.00515511 0.0603949 0.0384605 0.0132451 0.0746922 0.064142 -0.0316136 -0.00849604 -0.035514 -0.0102323 -0.0397963 -0.0237914 0.0311891 -0.00507964 0.00693276 0.0207292 0.0141321 -0.0511209 -0.00204066 0.02583 0.0961861 -0.111732 0.0536588 -0.0363539
internal_count=93656 62810 45732 17078 15435 32946 1643 617 567 507 9089 6752 30846 4453 26393 3823 22570 3289 750 4376 3572 12786 10652 688 437 396 262 134 2134 297
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=119 125 125 44 72 9 1 78 6 69 9 1 46 70 60 64 35 27 29 18 84 89 31 31 27 97 25 97 36 98
split_gain=41.4859 34.3643 6.72957 4.33295 4.99335 4.23302 3.49501 3.19079 3.16487 4.39765 3.58932 3.07092 3.34601 3.85872 3.45983 3.48619 3.07241 3.92145 5.22554 4.95269 3.91743 3.86789 3.69666 3.54691 3.54454 3.44077 3.63505 3.91946 3.4129 3.0634
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 -0.73895499999999992 -1.7019499999999999 -0.75660999999999989 -1.0293499999999998 -1.1131499999999999 1.1148500000000003 -1.9155999999999997 -2.2292999999999998 -1.3521999999999998 -2.1728499999999995 4.0550500000000005 -0.39460499999999993 -0.61169999999999991 -1.7586499999999996 0.27572500000000005 0.63279500000000011 -0.8502599999999999 0.26134000000000007 2.0128500000000007 -0.61173999999999984 0.61138000000000015 0.36577500000000002 -0.49778499999999998 1.5205500000000003 1.1444500000000002 -0.57266499999999987 1.5905000000000002
decision_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
left_child=1 3 8 4 6 7 -1 -5 11 -10 -11 12 -3 14 15 -14 -13 18 28 21 24 25 -22 -24 -21 -19 -27 -28 -18 -7
right_child=-2 2 -4 5 -6 29 -8 -9 9 10 -12 16 13 -15 -16 -17 17 19 -20 20 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0026837743031281631 -0.0015016458614403785 0.0053121986062543321 -0.00071401463226427675 0.0024798177513752377 0.003256983972443981 0.0030509523251383273 -0.00058575270100588131 0.0056465495664074 -0.0020826745494688676 0.0032685286984198095 -9.6689949056840286e-05 -3.7790237416021436e-05 0.0013172591533187684 0.0082969673110970445 0.0024250918436640252 -0.0032204929108007093 0.00025969418401301309 0.0043410995457517478 0.0076836940824026858 -0.014668776263438522 -0.0034334237816865034 0.012653868943024641 -0.02934194665402174 -0.0087485752324911129 0.00022254629651331239 0.00021807750022703119 -0.022870812297631535 0.0024904430061578752 0.0040252574959207749 0.00034540815832199734
leaf_count=1199 30846 648 18473 1163 2751 5593 2568 2517 2429 946 4879 9163 1027 196 2208 720 1480 475 443 42 230 87 30 69 823 286 39 25 1014 1287
internal_value=0 0.0147492 0.000455376 0.0530255 0.0327511 0.0655396 0.00909813 0.0929152 0.0104415 -0.00590874 0.00899666 0.0175425 0.0394131 0.0289804 0.022193 -0.0110582 0.0101543 0.0299777 0.053591 -0.00295301 -0.0453355 0.0525346 -0.138213 -0.29978 -0.01001 0.0313865 -0.0438475 -0.259281 0.0358136 0.0508969
internal_count=93656 62810 45732 17078 6518 10560 3767 3680 27259 8254 5825 19005 4799 4151 3955 1747 14206 5043 2937 2106 1194 912 329 99 865 825 350 64 2494 6880
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=119 125 125 92 76 10 16 4 96 99 65 34 17 20 0 12 112 107 66 30 9 5 44 53 63 125 41 74 82 16
split_gain=37.441 31.0137 6.21543 4.10553 3.7323 3.83642 3.54016 3.72376 3.1942 3.11618 2.79277 2.99001 2.93476 2.89958 2.77269 3.12408 3.33875 3.42346 2.7717 3.69284 2.82283 2.74538 2.72023 2.68442 3.62622 2.68306 2.65325 3.39472 3.86086 3.25683
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -2.0584499999999992 2.0357500000000006 -2.0652499999999994 -3.2171999999999996 0.35743500000000006 9.7380000000000013 -1.4546999999999997 -1.6008499999999997 -1.5558499999999997 -1.9611999999999998 9.1980000000000022 1.63785 2.1309500000000003 -0.27933999999999998 -3.3643499999999995 -1.8166999999999998 -3.4206499999999997 -2.7562499999999996 -1.7631499999999998 6.3919500000000005 -1.6876499999999999 9.0320500000000035 2.7500000000000004 1.6809500000000004 2.0947500000000008 -1.1254499999999996 2.6613000000000002
decision_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
left_child=1 3 10 21 5 8 -5 -8 23 -6 11 -3 -12 -14 15 16 -11 -18 22 -20 -21 -1 -9 24 -4 -7 -2 29 -29 -28
right_child=26 2 4 6 9 25 7 18 -10 14 12 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0038669223985286585 -0.0016304761134394094 0.0012184414090205954 0.0012136384931610044 -0.00076176442861459906 -0.0019156119470289884 7.442916181039446e-07 0.0035898201526206697 0.00045742927415763212 -0.0013554066385143464 -0.0013965255398937007 0.0054763553331785356 -0.0016444780333151555 0.0013287464486980449 -0.0068777642323883297 -0.0024850203176320436 0.0079430048906554782 -0.0026044182242604638 0.0043276966156915201 -0.014322253639499348 0.0072133338326423229 0.0026230300399870256 -0.00067715786663127375 0.0063642378559771243 0.002523598106512532 -0.0062826078017832535 -0.0013576281990313683 0.0011409626614462503 -0.0037236768474467686 0.0015244450255748677 -0.0036924233609537658
leaf_count=428 25848 1825 665 669 5705 14390 8943 2713 973 1111 426 1823 8603 109 783 150 236 726 30 395 2202 1488 210 3130 213 4864 2907 1200 495 396
internal_value=0 0.0140117 0.000432607 0.0503743 -0.00682998 -0.000448828 0.055886 0.0591689 0.024288 -0.0245831 0.0191463 -0.00424467 0.0284843 0.0245214 0.00147309 0.0194978 0.00941365 0.0525419 0.0388216 0.0623945 0.0664242 0.00675816 0.017636 0.0367652 -0.0120985 -0.00684823 -0.0285313 -0.00743991 -0.0438208 0.0112297
internal_count=93656 62810 45732 17078 32946 24235 15162 14493 4981 8711 12786 3648 9138 8712 3006 2223 2073 962 5550 2627 2597 1916 2923 4008 878 19254 30846 4998 1695 3303
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=124 1 10 44 72 63 11 71 16 10 47 11 86 36 110 3 28 110 4 103 97 108 100 53 12 11 76 87 59 32
split_gain=33.7905 6.5618 5.2306 7.66951 5.14053 4.50847 3.9917 3.84303 3.2113 3.84497 3.93551 3.14894 3.33581 4.94808 3.92874 3.59042 3.03307 4.43427 3.02278 2.99134 2.93305 2.96119 2.91203 2.86063 2.87586 2.78378 3.64869 2.77909 3.11927 2.77688
threshold=-1.0000000180025095e-35 -0.76119999999999999 0.32401000000000008 0.37555500000000003 -1.1880499999999998 7777.0000000000009 -0.64890999999999988 -4.9804999999999993 -3.1097499999999996 -1.8418999999999999 -0.44663999999999998 0.50618500000000011 3.3756500000000007 0.38518500000000006 -0.098425999999999986 -2.8519999999999999 1.5235000000000003 2.8836500000000007 -1.0157499999999999 2.9139500000000003 13.825000000000001 -2.6119499999999998 0.59779000000000015 26.714500000000005 1.99055 0.64859500000000014 -1.6162499999999997 -4.0606999999999998 -1.7442499999999999 0.45171500000000003
decision_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
left_child=-1 7 3 4 6 16 27 20 -9 11 18 -10 14 -14 -13 -16 17 -5 23 -20 21 -2 -23 24 -11 -12 -27 28 -3 -6
right_child=1 2 -4 5 29 -7 -8 8 9 10 25 12 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013552353493441686 0.014774359735073867 0.0077550633003314346 -0.00034926831341625011 0.0024557302433844542 0.0031823066920550571 -0.015855036388550486 0.00081386231979423964 -0.00041821470347286116 0.0020924791512443512 0.0023742190929369111 -0.00042452796941385264 0.0017732924919147961 -0.013283384400259319 0.0040662979687306477 -0.011829247520389883 0.0086678668202020588 0.0011096287632344542 0.0074698131495515019 0.0011390946107998538 -0.0056007335462939303 0.017684274064376952 -0.00058776049362434593 -0.0061449325424782677 -0.011162275478646563 0.0059048423685838011 0.00779971536796128 0.0010833945847200741 -0.0015376936613962651 -0.0049050540042419816 0.00014831841627924674
leaf_count=30846 27 165 18388 3476 1693 35 3482 2065 3288 4941 4147 366 58 141 22 740 3746 505 3057 174 20 955 313 37 653 217 2968 5702 69 1360
internal_value=0 0.0133111 0.00522214 0.0163165 0.000956514 0.0409949 -0.0106029 0.0262263 0.0292485 0.032981 0.0257245 0.0584441 0.0995616 -0.0198079 0.120621 0.161522 0.0426169 0.0618356 0.0399042 0.0155227 -0.0263435 -0.0322126 -0.0391905 0.0538941 0.0557271 0.00858575 0.0308198 -0.0263706 0.080439 0.0366155
internal_count=93656 62810 38621 20233 12471 7762 9418 24189 22874 20809 16194 4615 1327 199 1128 762 7727 3981 8862 3231 1315 1295 1268 5631 5594 7332 3185 5936 234 3053
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=119 125 125 81 10 61 63 94 14 5 3 7 103 4 48 52 4 16 28 97 90 62 75 102 97 92 37 62 39 46
split_gain=30.496 27.7548 5.59245 3.76348 3.51575 5.27369 3.57806 3.8193 3.52913 3.79397 3.38566 3.3557 3.54709 3.27117 3.10328 2.97545 4.06985 2.92328 2.98057 2.85865 2.80147 2.7997 3.56542 3.45049 2.89629 3.21645 3.12515 2.99974 2.79969 3.31983
threshold=1.0000000180025095e-35 1.2500000000000002 2.7500000000000004 -2.0255499999999995 0.28825500000000009 -1.5685999999999998 0.83687500000000015 -4.0509999999999993 -0.76387499999999986 -3.9074499999999994 0.95585500000000001 -1.9184499999999998 2.2861500000000006 -2.1559499999999994 -0.46495499999999995 -0.85938999999999999 1.2026500000000002 -3.4180499999999996 1.5549500000000001 4.7343500000000009 -2.6087499999999997 -0.18951499999999996 2.1197500000000002 -1.8187999999999998 0.023703500000000006 2.1003500000000002 8.9966500000000007 -0.35141499999999998 -2.9378499999999996 0.73978500000000014
decision_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
left_child=1 3 4 -1 5 19 7 10 9 -6 -7 -5 15 14 -14 -13 -17 18 -9 -3 -21 24 -23 -24 -8 28 27 -27 29 -26
right_child=-2 2 -4 11 8 6 21 17 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=7.7233660412388022e-05 -0.0012874736300274364 -0.00067035799412395146 -0.0011758181321603021 0.0042488978549675626 0.0046654646673295599 0.0003196457614723579 0.00075790284915113609 -0.0074321762227745197 -0.001040181250812483 0.00015178940462338289 -0.01023052657643954 0.0013689453013062945 -0.016111865631794019 0.00066855641305177405 3.7388571848471965e-05 0.0039550290823236909 0.0015663413339446577 0.0026496032415345909 0.0087724929106318301 0.0051834314153582743 -0.00061654902552489685 0.0008977860752974958 -0.0058846282282550089 0.010817796159086818 0.00093229940923100166 -0.014893699468660902 0.0064242018386721613 -0.0021891962555754519 -0.0023294993844953133 0.025500683058053253
leaf_count=1643 30846 6675 8398 2557 490 257 1078 134 7948 9333 108 3556 59 1388 60 5062 2753 5914 36 439 396 3344 38 166 44 131 32 72 679 20
internal_value=0 0.0126456 -0.000200288 0.0470446 0.00504449 0.0142935 0.0272537 0.0433149 -0.00513717 0.00753889 -0.056041 0.0518879 0.0453177 -0.000270743 -0.159388 0.0513595 0.0622713 0.0492756 -0.080012 -0.0065067 0.0486556 0.00877065 0.0257854 0.154131 -0.0205914 -0.0599963 -0.161968 -0.207753 -0.0277442 0.172198
internal_count=93656 62810 45732 17078 37334 19563 12053 6449 17771 9823 365 15435 12878 1507 119 11371 7815 6084 170 7510 835 5604 3548 204 2056 978 235 203 743 64
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=119 125 125 124 11 110 88 104 101 7 57 65 38 10 73 19 71 83 35 25 104 95 30 56 46 68 86 58 56 63
split_gain=27.5226 25.0487 5.36884 3.85379 4.08363 3.93592 3.61596 3.7156 3.13419 3.09663 3.04162 3.00512 2.94215 2.8784 2.93531 2.66167 3.18198 3.6633 2.95168 3.15835 3.20605 3.14207 2.96984 3.74162 2.85962 3.02909 2.97561 2.87399 2.8589 3.03749
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 7.5000000000000009 2.5992500000000005 -4.6557499999999994 -1.4364499999999998 -1.7717999999999998 75.21050000000001 -1.9184499999999998 2.2935500000000002 4.0858500000000015 -2.1498499999999994 0.30665500000000007 -14.838499999999998 0.93079500000000015 0.42346500000000004 -0.27764999999999995 -0.67118999999999984 1.0636500000000002 -1.0505499999999997 1.7058500000000001 -1.0401999999999998 -0.9972049999999999 0.68487500000000012 -1.0314499999999998 -1.4192499999999997 -3.3027499999999996 -1.2738499999999997 4.6049000000000007
decision_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
left_child=1 3 -3 4 9 -5 8 -8 -7 -1 -4 -9 -12 14 -6 24 17 -17 19 20 21 -18 -21 -24 -2 -26 27 -27 -19 -30
right_child=15 2 10 5 13 6 7 11 -10 -11 12 -13 -14 -15 -16 16 18 28 -20 22 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0041967879591595786 -0.001009149897243462 0.00086011534459542517 -0.00045273754603062668 -0.0079844387001746023 -0.0077212570607662206 -0.00077659163422116265 0.020943285000545007 0.0026691173795685731 0.01258212970931911 0.0018361172185442564 0.0074878664440475411 -0.0061914124376198747 0.00098088998206624818 0.0030950676488834161 0.0070128056580590339 0.00029529307827153603 0.00036582302979825602 0.0053296341411784368 0.0036863124922234878 -0.018704286189042765 0.0038109272431210667 -0.013383315647614278 0.0051471200356472228 -0.01176550534109415 -0.003829347895438573 -0.011499432711401782 -0.00198260729936233 0.0017552649792199945 -0.0062466933378498256 0.01229634521448094
leaf_count=1660 17659 12786 31424 120 35 1808 27 2222 45 8515 200 100 1322 1558 988 1210 126 68 869 39 381 62 68 63 1967 43 6877 836 555 23
internal_value=0 0.0120133 -0.000190274 0.0446924 0.0534364 0.0188852 0.0239849 0.0500392 -0.00904352 0.044425 -0.00694015 0.0457505 0.0367189 0.0889618 0.130174 -0.024462 0.0016549 -0.0265558 0.0342165 -0.0122435 0.02349 -0.0833693 -0.131846 -0.0597287 -0.027766 -0.0415382 -0.0326495 0.0221371 -0.0873586 -0.110176
internal_count=93656 62810 45732 17078 12756 4322 4202 2349 1853 10175 32946 2322 1522 2581 1023 30846 3464 1856 1608 739 569 188 170 131 27382 9723 7756 879 646 578
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=119 125 125 44 16 81 37 43 43 47 55 66 28 1 7 44 13 110 51 103 22 33 76 37 5 47 32 28 9 36
split_gain=24.8392 22.6065 4.96309 3.64197 3.78186 3.48122 3.56637 3.17502 3.11741 3.22009 3.09035 3.05189 3.18472 3.43593 3.70327 3.1291 2.90651 3.36857 2.81981 2.7489 2.73223 2.59349 2.61838 2.9472 2.5911 2.97992 3.85404 3.19856 3.04849 3.29456
threshold=1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 1.0000000180025095e-35 3.2539500000000006 -0.91161999999999987 -0.87121999999999999 -0.043808499999999993 -0.8542099999999998 -0.7742349999999999 -0.81146999999999991 -1.2338499999999997 -1.5005999999999997 -0.72462499999999996 -1.4900499999999999 -0.27001999999999993 0.30107000000000006 -6.3900499999999996 3.3786 5.4305000000000012 -2.1172499999999999 1.0000000180025095e-35 4.8211500000000012 0.58349000000000018 1.7906500000000001 -0.80444499999999997 194.15500000000003 2.0100500000000001 0.35201500000000002 -2.1299499999999996
decision_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
left_child=1 3 19 4 11 6 7 -6 16 -10 -11 12 18 -14 -15 -13 -5 -18 -1 24 -4 22 23 -22 25 26 27 -3 -27 -30
right_child=-2 2 20 8 5 -7 -8 -9 9 10 -12 15 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0062867982323001189 -0.0011619449410831379 0.001343379241394419 0.00076820811203400928 0.0025264465477081023 0.0018377000375128375 0.0072864031251659691 0.0057923708577921696 -0.017397394190451856 0.0042811017300645963 0.0035591787613891931 0.00062742435569443291 0.0031162952259379778 0.0022870666830257752 -0.014231243220336261 -9.1772800962157711e-05 -0.0025269973401089007 -0.011554384971343637 0.0062857523727431397 0.013226974168792366 -0.003758741996746712 -0.0012201257979949835 -0.00025492679721622521 -0.0049630187480331151 -0.013781173911659009 -0.00050316420340337136 0.00085560203076783361 -0.02001048406319959 0.010814330292244753 0.0073421055786922337 -0.00098022700890673946
leaf_count=249 30846 9407 2897 1173 41 481 96 45 1431 1302 2903 2373 2146 47 3147 274 27 1323 20 388 7265 7741 523 47 5363 7161 21 90 122 4707
internal_value=0 0.0114126 -0.00018076 0.0424578 0.0284905 0.101155 -0.016645 -0.164543 0.057726 0.0446477 0.0307038 0.0226552 0.0094473 0.0147954 -0.00599673 0.0506428 0.086941 0.118579 -0.0967192 0.00839514 -0.0128355 -0.0180803 -0.0309064 -0.0260173 0.00960183 0.0145053 0.0277164 0.0286626 0.00401797 -0.0153994
internal_count=93656 62810 45732 17078 8919 663 182 86 8159 5636 4205 8256 5609 5340 3194 2647 2523 1350 269 27259 18473 15576 7835 7312 26871 21508 9518 9497 11990 4829
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=119 125 85 7 71 10 39 0 69 85 34 3 11 54 100 80 83 10 82 13 70 0 9 11 92 32 11 57 11 61
split_gain=22.4173 20.6338 5.23609 5.14799 4.20274 4.38153 3.2245 3.33297 3.21952 3.22534 3.35338 3.09842 4.15594 3.72871 3.86558 2.9264 2.8559 2.80504 2.819 2.79651 3.49333 3.10258 2.78425 2.77247 2.67259 2.66198 3.47391 2.62332 2.6186 3.98587
threshold=1.0000000180025095e-35 1.7500000000000002 -2.0555999999999996 -1.9429999999999998 3.1549500000000004 -1.2202999999999997 -0.67098999999999986 -0.91546499999999986 0.91047000000000011 -1.4811499999999997 -1.7090499999999997 -0.18933499999999998 2.4732500000000006 -1.9051999999999998 -2.1349499999999995 -2.2083499999999998 1.0101000000000002 -2.1135499999999996 5.8343000000000016 -0.69098999999999988 4.0550500000000005 -2.5070499999999996 -2.6106499999999997 -2.1547499999999995 -0.18241999999999997 1.2663500000000003 -1.1836999999999998 2.2935500000000002 0.64859500000000014 -13.671999999999999
decision_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
left_child=1 2 6 16 5 8 7 -1 9 10 22 12 13 14 -7 -6 -4 18 28 25 21 -21 -5 -11 -13 26 -15 -19 -3 -30
right_child=-2 17 3 4 15 11 -8 -9 -10 23 -12 24 -14 19 -16 -17 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0053744541690862596 -0.0011038476772240857 0.00030668097551832252 0.0027919731879282369 -0.0029081428410938463 -0.0056321194723619634 -0.020343518367520089 -0.001696181998740359 -0.00020848026582843103 0.001266462993863659 -0.0096632777793066848 0.0014774106606601342 0.0016068937777169456 0.0037353690229440465 0.0025467308154154965 -0.0011505102446881701 -2.5374091200202532e-05 0.0065075630288892383 -0.00062072291238681994 -0.003840565769078993 -0.010863794267562957 0.010926744018659174 0.00081545086844353226 -0.025369596853852275 0.0044902014267278268 -0.00035153918019404745 -0.0010614940682430504 0.0080851665623451092 0.0029797270338144874 -0.0049463410647837703 0.0037495798836175522
leaf_count=393 30846 4854 3633 37 271 27 1941 836 2095 35 404 2921 2168 818 925 1648 603 25888 338 58 84 2902 22 3030 4316 264 433 516 148 1202
internal_value=0 0.010842 0.0298792 0.0344422 0.028411 0.0325924 -0.00854523 0.0315357 0.0563809 0.0748199 -0.00297445 0.0236247 0.0376165 0.0230251 -0.033897 -0.0163431 0.0664178 -0.0064143 0.0121231 0.0349114 0.0174388 0.011732 -0.225672 0.0865716 0.00877848 0.0700181 0.0892742 -0.0110072 0.0169683 0.055925
internal_count=93656 62810 29864 26694 22458 20539 3170 1229 5623 3528 463 14916 7679 5511 952 1919 4236 32946 6542 4559 3044 2960 59 3065 7237 1515 1251 26404 6204 1350
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=119 75 9 11 15 48 35 2 4 10 26 108 81 43 30 6 84 100 10 16 94 81 70 44 94 103 24 79 90 77
split_gain=20.2316 5.01047 6.5644 5.18385 4.55205 4.37253 4.05595 3.95322 3.21791 4.12504 4.59575 3.45611 3.57745 3.2149 3.21475 3.19431 3.16114 3.81674 3.12658 3.02991 2.96094 3.77426 3.76667 2.95476 2.8938 3.31269 2.77986 2.77246 3.02858 2.76042
threshold=1.0000000180025095e-35 -20.212999999999997 -0.50544499999999981 -1.3756499999999996 -1.3046499999999999 1.0000000180025095e-35 -0.9681599999999998 0.57051000000000018 -1.0157499999999999 2.4983000000000009 1.8870500000000001 -1.0823499999999997 -0.28011499999999995 -7.5636999999999999 -2.2026999999999997 -2.5110499999999996 -0.58318499999999995 1.6009500000000003 -0.89628999999999992 3.9976000000000003 -6.3999499999999996 -0.53165499999999988 1.6698500000000001 -1.4764499999999996 1.8318500000000004 -2.3365499999999995 -0.84941499999999992 2.1853500000000001 0.21878500000000004 2.0739500000000004
decision_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
left_child=1 20 3 5 8 18 -5 23 15 19 11 14 16 -7 -11 -4 17 -13 -3 -10 -1 22 24 27 25 26 -22 28 -6 -15
right_child=-2 2 4 6 7 13 -8 -9 9 10 -12 12 -14 29 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011578346838271528 -0.0010486553397930322 0.002160837843887993 0.0060377299101302337 0.0013195838024858022 -0.018764607635576552 0.0024391448033226288 0.0031499720008836304 -0.00085902425155912174 0.00072717616599980175 -0.013154297011593978 0.0025963984698433073 -0.0093158809275929507 -0.013800980052642096 -0.0027145678761074849 0.0065685354723510423 0.0017565828628221276 0.0075554512134019996 0.013761569755151868 -0.0013371097239409813 0.006868380305254787 -0.00026125905291193922 0.0030352159588658643 -0.015356155553793847 0.00046466395139039304 -0.011649144694886426 -0.0017167333152020678 0.0067179141349957465 0.011795510574365439 -0.0038842736081066498 -0.020169048335241236
leaf_count=66 30846 2080 509 12350 41 334 4009 10386 5148 27 249 172 156 1496 88 3026 47 20 922 209 393 535 48 16633 66 3324 224 23 206 23
internal_value=0 0.0102999 0.0128271 0.026847 0.00477572 -0.0018475 0.0353629 -0.00182585 0.0234422 0.0095599 -0.0594355 -0.113807 -0.158225 -0.0400454 0.0387591 0.0474604 -0.0813384 -0.13824 0.0217304 0.0193354 -0.0212653 -0.0182413 -0.0286571 0.00760876 -0.0253213 -0.0218436 0.0454502 -0.0961639 -0.127086 -0.0595771
internal_count=93656 62810 58154 21214 36940 4855 16359 27289 9651 6116 759 510 395 1853 115 3535 239 192 3002 5357 4656 4590 4055 16903 4007 3941 617 270 247 1519
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=119 125 125 124 11 78 44 38 103 30 82 104 101 44 55 16 84 64 9 88 21 7 73 79 46 1 64 87 39 14
split_gain=18.2591 18.8812 4.3981 3.46238 3.37959 2.79732 2.77082 2.98065 2.74897 2.70854 2.85442 3.33678 2.71605 2.65798 2.76704 2.91127 5.78919 3.03652 2.66172 2.86359 2.64112 3.17459 2.79174 2.64085 2.64033 3.91281 3.14763 3.15472 2.94375 2.85754
threshold=1.0000000180025095e-35 1.2500000000000002 2.7500000000000004 7.5000000000000009 2.5992500000000005 0.78952000000000011 -1.4856499999999999 -2.7403499999999998 -4.7620999999999993 -3.4206499999999997 -1.3001499999999997 -1.7172499999999997 75.21050000000001 -1.46695 -1.7125499999999996 3.2539500000000006 -1.7952499999999996 -1.8102999999999998 -1.0438499999999997 8.5053000000000019 3.9240000000000008 -1.4149499999999999 0.5716150000000001 22.042000000000005 -1.9199499999999998 -1.0486499999999996 -1.71105 1.45225 -3.1728999999999998 919.07000000000016
decision_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
left_child=1 3 6 4 13 23 7 -3 -4 -5 12 -12 -11 -1 -15 17 -17 -16 -19 -20 21 -21 -23 -6 25 -8 -27 -28 -26 -30
right_child=-2 2 8 9 5 -7 24 -9 -10 10 11 -13 -14 14 15 16 -18 18 19 20 -22 22 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.0023948404324446899 -0.00099622253660236037 0.0023670493120638032 0.0056110260514727495 -0.012605316922264666 0.0030888275653995177 0.0064956812356579356 0.0031669560569307907 -0.0035640782154748949 -0.001196770576361083 -0.00086879220359519177 0.018569604953130089 0.0017842968287238381 0.011423803573352813 0.0037165480091545786 0.0060627186699828946 -0.019985150368440719 0.0069280093758439347 0.0024776994269361391 0.0007709347025605433 0.0052974037205179535 0.0074693120514544159 -0.0044093239573716964 -0.016942835188160341 -0.014339847549457441 0.0020345077493946454 -0.004102475895260015 0.001954418612198141 -0.0013656368474411664 2.9957874948993019e-05 -0.0040349775530686407
leaf_count=346 30846 276 151 38 1803 756 1834 911 8247 1942 30 2266 46 2014 334 21 412 2541 4239 45 39 109 75 22 1833 361 2101 1085 28494 439
internal_value=0 0.0097849 -0.000810301 0.0381571 0.0464451 0.0787634 0.00384083 -0.0436996 -0.0214873 0.0136955 0.0160532 0.0400723 -0.0116871 0.0382473 0.0412797 0.0327621 0.112455 0.0280876 0.0236725 0.00908076 -0.0911674 -0.132135 -0.190362 0.0575746 0.00540196 0.025838 0.00644784 0.0164753 0.00182768 -0.000634387
internal_count=93656 62810 45732 17078 12756 2581 37334 1187 8398 4322 4284 2296 1988 10175 9829 7815 433 7382 7048 4507 268 229 184 1825 36147 5381 3547 3186 30766 28933
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=119 125 65 5 70 10 124 16 41 22 22 2 89 112 10 88 41 14 13 52 19 83 16 102 69 6 10 46 5 15
split_gain=16.4788 17.1036 4.58114 4.02559 3.82564 3.58405 2.89447 2.85298 2.59073 3.00315 2.99812 2.5862 2.67078 2.72965 2.49054 2.59537 3.25008 2.45873 2.62261 2.64694 2.53569 2.79263 2.55542 3.0823 4.69365 3.23232 2.89077 3.27086 3.60688 2.81991
threshold=1.0000000180025095e-35 1.7500000000000002 -1.8896999999999997 -1.7940999999999998 2.6867000000000005 -0.95680999999999983 7.5000000000000009 -0.85467499999999985 -1.37815 -2.1845499999999993 -2.7208499999999995 -2.6467999999999994 -4.5208999999999993 14.312000000000003 -2.1135499999999996 3.7683500000000003 -40.980999999999987 87.051500000000019 -0.21676499999999996 1.5296000000000003 0.93079500000000015 59.400000000000013 1.6358500000000002 2.3470500000000007 -0.68351999999999991 -1.6871499999999997 -0.021131499999999998 0.70915500000000009 4.0770500000000007 10.362000000000002
decision_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
left_child=1 2 4 -4 -1 -5 -7 8 10 -10 -8 -6 13 -13 15 -3 -17 20 19 -19 22 -22 26 -24 -25 -26 27 -2 29 -29
right_child=17 14 3 5 11 6 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00069262650821890924 -0.0009100516741241037 0.00083157521897480225 0.0028706212348073063 0.0023718516251722797 -0.0090792523750748769 0.0012902711120343197 -0.012869572557508946 0.00044102406827910387 0.0020785066815685259 -0.0058698201858562483 0.0060490811895218127 -0.009153607273570348 0.0027301708563140601 0.0053246520440645368 -0.00053715275056411015 -0.022233941760801137 -0.0021149860359318965 0.0022917623497691673 -0.0007247400261483814 0.011597411655303506 0.00042038631050746959 -0.012708741584906308 -0.0016606073520908132 0.00054227504611595117 -0.0017146517492602374 -0.010280231013894081 -0.00034354239847469184 -0.0025296936026639291 0.0054730595272034412 -0.0066603550639162531
leaf_count=4353 6731 6066 5277 5473 52 9392 25 2460 151 558 129 97 1848 49 26404 21 455 335 580 99 3338 41 5311 255 157 369 10434 2579 125 492
internal_value=0 0.00929566 0.026628 0.0330958 0.00291058 0.0260407 0.0168309 -0.00853442 -0.0580049 -0.0835403 0.0595574 0.0385752 0.0443166 -0.0858893 -0.00641527 0.011052 -0.0600517 -0.0189282 0.0294977 0.0882896 -0.0205742 0.00522161 -0.0238693 -0.0418379 -0.100495 -0.154472 -0.0184931 -0.030709 -0.0570516 -0.0638292
internal_count=93656 62810 29864 23465 6399 18188 12715 3323 863 709 154 2046 1994 146 32946 6542 476 30846 1014 434 29832 3379 26453 6092 781 526 20361 9927 3196 3071
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=119 125 125 44 16 52 4 56 10 30 16 3 86 20 10 61 97 63 94 3 94 75 0 12 38 63 50 36 83 58
split_gain=14.8721 15.8834 3.79518 3.01742 3.26713 3.11246 3.00515 2.95725 2.985 2.87406 2.69196 2.66326 3.12195 2.87077 2.6317 4.5998 3.37164 3.11647 3.42147 3.06515 3.06426 4.67828 3.50461 3.31013 3.21379 3.02436 2.92848 2.78495 2.88897 3.01811
threshold=1.0000000180025095e-35 1.2500000000000002 2.7500000000000004 1.0000000180025095e-35 3.2539500000000006 2.9898500000000001 2.0601000000000007 -0.31104499999999996 2.4236500000000007 1.4560500000000001 4.1736500000000012 -1.6679499999999996 3.1150000000000007 0.023509000000000006 0.28825500000000009 -1.5685999999999998 4.2917500000000013 0.83687500000000015 -4.0509999999999993 2.0615500000000004 0.075629500000000002 1.7615500000000004 1.3853500000000001 2.2785000000000006 -2.1841999999999993 -1.2673499999999998 -0.16289499999999998 -0.60532499999999989 -0.86153499999999983 2.0727500000000005
decision_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
left_child=1 3 14 4 -1 7 10 8 -6 -5 -7 12 -4 -14 15 26 27 18 19 25 21 22 23 -18 -22 -17 -3 -16 -29 -30
right_child=-2 2 11 9 5 6 -8 -9 -10 -11 -12 -13 13 -15 16 17 20 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00083581505482535677 -0.00089909087356246494 -0.0010925794685917275 0.0015994188994346366 0.0032799811478982713 0.0038154484495956428 0.010321640429901892 -0.016082197860095855 0.0097155895574656675 -0.016176589000970128 0.00139219428903011 -0.011453381502492862 -0.0014123290518990095 -0.018753365592824089 -0.0015001641994673914 -0.00079018818763145783 0.0060886019471663617 0.001390400684069247 0.00031450012953599467 0.0022085445146480527 -0.011493538659584674 0.0069425633774613431 0.010947999578935129 -0.0064509705038597945 -0.016872176399024632 -0.0058560479597944345 -0.0044622982612677982 0.0010070663318282184 3.3710343990993995e-05 0.0017407681948724664 0.011046361234448441
leaf_count=8256 30846 5031 1346 4518 281 40 33 267 20 3641 22 6943 36 73 7118 111 543 5604 6084 79 53 81 260 26 658 175 2479 6890 2051 91
internal_value=0 0.00883087 -0.00088687 0.0348533 0.02214 0.0896787 -0.0778571 0.1177 0.0497415 0.0487509 0.0519004 -0.0200943 0.0188067 -0.143969 0.00343371 0.0114358 -0.00537532 0.0235397 0.0385292 -0.05551 -0.0488523 -0.010421 -0.0328333 0.0111181 -0.09804 -0.00734737 -0.00799001 -0.00101147 0.0106461 0.0427221
internal_count=93656 62810 45732 17078 8919 663 95 568 301 8159 62 8398 1455 109 37334 19563 17771 12053 6449 365 1621 910 829 569 711 286 7510 16150 9032 2142
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=120 125 125 124 44 35 76 0 66 97 33 13 100 24 63 102 85 63 99 103 44 48 4 70 61 14 37 33 54 39
split_gain=13.4221 14.3347 3.42515 2.977 2.81574 2.54195 2.52929 3.52313 3.97172 2.88553 2.87822 3.37992 4.56851 3.95991 2.5372 3.6466 2.564 2.47757 2.47192 2.47173 2.458 2.98212 3.15989 3.78464 4.1938 3.60099 3.36125 3.86691 3.02654 2.97564
threshold=1.0000000180025095e-35 1.2500000000000002 2.7500000000000004 7.5000000000000009 -1.46695 -1.3008499999999998 -0.3803649999999999 3.9601000000000002 1.0259000000000003 6.0576500000000015 2.3781000000000003 -0.62503999999999993 -1.6762499999999998 -1.13045 -14.214999999999998 1.8167500000000001 -0.49782499999999991 -4.5554499999999996 -0.60911499999999996 -4.7620999999999993 -1.4856499999999999 -0.036184499999999988 -0.59337999999999991 -2.3950999999999998 0.40730000000000005 -17.262999999999995 10.402000000000003 25.537500000000005 -2.1162499999999995 -3.1728999999999998
decision_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
left_child=6 3 20 4 -2 -5 7 8 10 -10 -1 12 -12 -14 15 16 -8 -6 -9 -4 -3 22 23 -22 -25 -24 -26 -28 -23 -30
right_child=1 2 19 5 17 -7 14 18 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 28 25 24 26 -27 27 -29 29 -31
leaf_value=0.00010546166965317357 -0.0023007482809045726 -0.0020757188795725991 0.0053848256412523474 -0.00038257779132881155 0.0057515069168779338 0.0021479197058015698 0.0099354551906633958 0.0036774127373524475 -0.0032241550534817332 -0.021961007453501227 -0.012195870908669635 -0.0037371179275092373 -0.00094333887572062367 0.0065833666222431704 -0.0012911829034453362 0.014041598289887505 -0.0073655501842025493 0.0020275040286843776 -0.0017882003246245321 -0.0010705521825768304 -0.00047960367888861952 -0.0020762853647462911 0.008556959111498872 0.0033317970487530125 0.00039147195772766378 -1.3260010722182685e-05 0.011408870873641499 -0.0022751115689855776 0.0028531326539047871 -0.00018098389615872721
leaf_count=8628 363 1187 151 2778 464 1544 33 854 955 21 67 1172 565 253 17898 66 61 11929 273 8247 2097 2002 124 3014 3318 10616 149 79 858 13890
internal_value=0 0.00838933 -0.000842527 0.0331107 0.0407959 0.0104284 -0.0170827 -0.0063222 -0.0114823 -0.0725461 -0.00590453 -0.0395179 0.00712954 0.0276921 -0.0247029 0.100665 -0.0258359 0.0433387 0.0470689 -0.0190896 0.00326202 0.00473239 0.0131729 0.0273892 0.0392108 0.00171377 0.0159001 0.13335 -0.00504191 -8.93389e-05
internal_count=93656 62810 45732 17078 12756 4322 30846 12788 11661 976 10685 2057 885 818 18058 160 94 12393 1127 8398 37334 36147 19397 8657 6560 10740 3546 228 16750 14748
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=119 125 76 7 16 16 35 3 55 81 84 86 13 96 3 65 71 76 70 54 31 32 43 3 124 52 38 16 6 55
split_gain=12.1134 13.1953 4.50699 3.8612 4.49218 3.13574 2.92922 3.15986 4.00047 3.77286 2.99493 3.4545 3.03369 3.98109 2.94967 3.20046 2.87916 2.8536 2.85317 2.83965 3.02693 2.70911 2.64225 2.92368 3.22179 2.8118 3.00747 2.63386 2.60004 3.16102
threshold=1.0000000180025095e-35 1.7500000000000002 -3.0363499999999997 -1.9429999999999998 -4.0878999999999985 -1.6114499999999998 -1.2273999999999998 -0.18933499999999998 -2.9952499999999995 1.0847500000000003 8.8156000000000017 0.70635500000000018 -3.2300499999999999 5.3537000000000008 -0.2648899999999999 -1.2007999999999999 -4.9804999999999993 2.0357500000000006 -4.0486999999999993 -0.94462499999999994 1.0871000000000002 1.3701500000000004 -0.043808499999999993 -1.7739499999999999 7.5000000000000009 1.8077500000000002 3.7650500000000005 3.0212000000000008 -1.0942499999999999 4.2446500000000009
decision_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
left_child=1 2 -1 16 -5 21 7 9 -9 10 11 14 -13 -14 19 -16 -4 -3 -19 28 -21 -6 25 24 -24 -18 -27 -25 -7 -30
right_child=-2 17 3 4 5 6 -8 8 -10 -11 -12 12 13 -15 15 -17 22 18 -20 20 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=-0.0013288265790345024 -0.00081142950232648576 -1.2504986804558959e-05 -0.0038447792562052471 -0.008668318544356627 0.00083835909889746129 -0.013639760947553443 0.00228040636497018 0.0050903672914984462 -9.7136706458217974e-05 0.0033957058009284457 0.0075055790587866354 -0.017108844585184541 -0.003101935480960329 0.012514614024125462 -0.0075337722897529606 0.01334206030018382 0.0035882642110974076 0.0089145860306813676 -0.0011496801592255467 0.0033437008804770921 -0.0011229271703698945 -0.0016869771841149846 0.00060519639769212371 0.00225002851409291 -0.010519932941404277 0.010769001235239268 -0.0077575373172294355 0.011029412749934984 -0.0010762639046663686 0.017286506535795828
leaf_count=1715 30846 24235 162 118 3010 40 6274 395 6287 2276 161 35 563 44 23 91 1303 71 8640 1360 526 1641 235 2129 90 251 24 89 998 24
internal_value=0 0.00796986 0.0231936 0.0262259 0.0212644 0.0222315 0.0279023 0.0192393 0.00419035 0.035614 0.0165932 0.0107896 -0.0559052 -0.0393986 0.0247733 0.182605 0.0538727 -0.00582976 -0.021353 0.0186699 0.0419594 -0.00105297 0.0590134 0.0390669 -0.0495122 0.0911578 0.183043 0.0520462 -0.0226897 -0.0129009
internal_count=93656 62810 29864 28149 23866 23748 19097 12823 6682 6141 3865 3704 642 607 3062 114 4283 32946 8711 2948 1886 4651 4121 2543 325 1578 275 2218 1062 1022
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=119 125 125 39 5 70 44 92 48 30 83 10 60 76 68 43 104 100 41 39 86 46 86 60 22 18 6 59 47 97
split_gain=10.9324 12.0324 2.95351 2.76818 3.88413 3.08226 2.83395 2.52801 3.65967 2.72481 2.44354 3.0199 3.51156 2.62385 3.13926 2.55791 2.44211 3.51633 2.36678 2.69861 3.01484 2.57745 2.59503 5.21491 3.09969 2.70625 3.7233 2.62657 2.46841 3.17424
threshold=1.0000000180025095e-35 1.2500000000000002 2.7500000000000004 0.88812000000000013 1.2387500000000002 -5.6746999999999987 -1.5388499999999998 -2.3998499999999994 0.62955000000000017 -3.4206499999999997 3.0366500000000003 2.3280500000000006 -1.60225 -0.12622499999999995 0.073346500000000009 -2.1311999999999993 8.0082000000000004 -0.12431499999999999 1.2733500000000004 5.008700000000001 1.3785500000000004 -2.5885499999999992 -0.89785499999999996 -1.7598499999999999 2.2890500000000005 0.41239500000000007 -2.4689999999999994 10.429500000000003 -1.1581499999999998 15.006500000000001
decision_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
left_child=1 3 -3 4 5 -1 -5 8 -6 -9 -4 12 -12 -14 15 -15 -11 -18 28 21 -21 -20 25 24 -24 27 -27 -23 29 -2
right_child=18 2 10 6 7 -7 -8 9 -10 16 11 -13 13 14 -16 -17 17 -19 19 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0071319271662704103 0.00053763543689907818 0.00014624027486766821 -0.0010911318999887096 -0.014235545236442704 -0.0010749531244593007 0.0026097243141036575 0.00068663476779125504 -0.014947933344929307 -0.015529018294948497 0.0014392171596094012 0.024651809446513656 -0.0088088261596858519 0.0077573151310939281 -0.013569904994219542 -0.01116528379256433 0.0056782313356442118 -0.013115227198189437 0.00040221892580277578 0.0044830939169733406 0.0023332176553708451 0.017635656262444722 0.00033031143475282198 -0.020020944741450619 -0.00079049663778227471 0.0029102456913096832 0.015337682253716945 0.0025799872207809904 -0.015375246300741477 -0.0011700066462710307 0.014811041468783516
leaf_count=82 1486 37334 7962 32 189 8301 5584 27 57 2589 20 50 167 20 53 126 72 145 287 128 43 1896 56 5035 20 65 476 27 21287 40
internal_value=0 0.00757137 -0.000886684 0.0302206 0.0391323 0.0502887 0.0120322 0.00875768 -0.0884813 0.0172013 -0.017831 0.0550626 0.0850159 0.0627197 -0.0148443 0.06083 0.0202435 -0.0816566 -0.0154172 -0.000655604 0.123624 -0.00335871 -0.00688305 -0.0197344 -0.279728 0.019774 0.0822559 0.00219593 -0.0206151 0.0182355
internal_count=93656 62810 45732 17078 11462 8383 5616 3079 246 2833 8398 436 386 366 199 146 2806 217 30846 8033 171 7862 7575 5111 76 2464 541 1923 22813 1526
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=119 10 92 15 32 46 10 70 87 93 50 5 7 73 103 72 84 5 70 27 41 98 84 41 65 71 48 3 35 61
split_gain=9.86647 4.3276 5.20526 4.3133 3.35738 4.38336 3.25084 4.42489 3.86332 3.1273 3.11807 3.41654 3.2117 3.09235 3.2006 2.98402 3.02747 2.99165 2.87041 3.79756 2.86014 2.84078 3.06591 3.0123 2.81477 2.80924 2.8008 2.75026 2.73727 2.73179
threshold=1.0000000180025095e-35 1.4209500000000002 -2.7288499999999996 2.0096500000000002 0.111915 0.38090000000000007 -2.0652499999999994 0.36393000000000003 4.3159500000000008 0.86704000000000014 -0.84450999999999987 0.29804000000000003 -1.2789499999999998 1.8780000000000003 -3.2425499999999996 9.2597000000000023 1.9819000000000002 -5.6774999999999993 1.3561500000000002 1.6417500000000003 1.8251500000000001 -1.7399499999999997 2.2707500000000005 -2.4356999999999993 1.0372500000000002 -4.9804999999999993 -1.1822499999999996 -3.1185999999999994 -1.0553499999999998 1.8302500000000002
decision_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
left_child=1 2 3 10 6 -6 8 9 25 21 11 27 -13 14 20 16 18 -18 -9 26 -3 22 23 -8 -17 -4 -20 -1 -7 -5
right_child=-2 13 4 29 5 28 7 15 -10 -11 -12 12 -14 -15 -16 24 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012971994232918536 -0.00073231512419849978 0.0029473582425261539 -0.004622922301188939 -0.0062705927318848255 -0.00060468729938257897 0.00037791238283397844 0.0033499973103292844 -0.00036293128780218674 -0.0059341245700073033 0.0029125904441648521 0.0012654050387033145 0.0024493271214384086 -0.0094890756386537423 0.0022146563447104895 -0.0008568455406219211 -0.012675294592792605 -0.019421002895317296 -0.00091813218909285856 0.010306212863250942 -0.0028086548265200055 -0.0062151212245225912 0.0013029717189478526 0.0035461769560088383 -0.0050330664588695518 -0.0021249709262823064 0.0026912989057676041 0.0024217335465276267 -0.0012071865960883875 0.0020412401145179777 0.0065747109120194288
leaf_count=35 30846 907 135 516 8573 8130 134 2232 140 2829 1421 74 236 1033 11900 81 22 3121 119 343 94 7738 212 535 288 4762 2106 1494 3555 45
internal_value=0 0.0071928 0.0116248 -0.0238122 0.0146301 0.00507953 0.0224325 0.0166517 0.0451106 0.0294027 -0.00987453 -0.0370602 -0.132785 -0.00835322 -0.0125687 -0.000910164 0.00317368 -0.0209529 0.0189716 0.0417698 0.0417389 0.0199336 -0.0338706 -0.067079 -0.0888179 0.0497932 0.0568684 -0.0176523 0.0176791 -0.104804
internal_count=93656 62810 48876 3821 45055 20258 24797 19760 5037 11448 3260 1839 310 13934 12901 8312 7943 3143 4800 2568 1001 8619 881 669 369 4897 2225 1529 11685 561
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=125 119 44 35 96 35 64 32 89 110 59 47 111 0 92 102 44 73 11 27 22 38 16 42 105 125 53 40 50 84
split_gain=9.86214 9.03562 3.50479 3.0669 3.54156 3.19502 3.28919 3.11 4.29956 3.05738 3.03233 3.70425 3.42453 3.23588 2.97543 3.98651 2.888 3.12545 2.86286 4.41584 2.92395 2.80949 3.1669 2.79683 2.86519 2.77993 2.79944 2.77413 2.72559 2.70912
threshold=1.7500000000000002 1.0000000180025095e-35 -1.46695 -1.1537499999999998 -1.4535499999999997 0.048711000000000011 -1.23105 -1.2066499999999998 2.0777500000000004 0.70978000000000019 0.79757000000000011 -1.1388499999999999 -1.2173499999999999 -2.2062499999999994 7.4742000000000006 1.9991000000000003 -1.36005 -0.13922499999999996 0.043010500000000007 -0.30241999999999997 -2.2532499999999995 4.3487000000000009 4.1736500000000012 2.2266000000000004 2.2345500000000005 1.2500000000000002 1.2226000000000001 -0.5774999999999999 1.4092500000000003 9.6813500000000019
decision_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
left_child=1 2 -1 7 5 6 16 -4 23 25 11 12 -3 -12 -13 -16 -5 -18 -6 20 -20 22 -15 -9 -25 -7 28 -14 -27 -10
right_child=-2 10 3 4 18 9 -8 8 29 -11 13 14 27 21 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0019043935334631711 -0.00045266873653191861 -0.00085890598536871076 0.0037508659103996458 0.024311534687876703 0.0013769995170800566 -0.0013262834899854822 -0.00040107201744624365 0.00071791877303537801 -0.0030306163411524967 0.00092455834415952935 0.0037418627137076259 -0.00021257660808940367 0.0080870250090361532 -0.0015665925988594634 -0.0025955928494032282 -0.018240237929949575 -0.0048493023633080371 0.0070846466084820885 0.010235103760097763 0.0020116004405780577 0.0044331022990993221 -0.0080132335491208857 -0.012231519871430709 0.0058135405597973221 -0.010445085977172031 -0.0087652221454146261 0.00089453432573786669 0.00041327556102921582 -0.025457850124301587 0.010086257751213343
leaf_count=981 52664 343 837 20 3784 339 492 16943 987 550 254 5935 356 3550 202 51 68 284 267 2419 1163 190 71 413 29 156 62 176 29 41
internal_value=0 0.0116312 0.0206941 0.0226906 0.0372573 -0.000201039 0.0456294 0.0154011 0.0126911 -0.035058 -0.0126905 -0.000167327 0.060734 -0.0344498 -0.00877894 -0.114985 0.116587 0.0955845 0.0470722 0.0662745 0.110328 -0.0417337 -0.0355142 0.016407 0.094936 -0.0853174 -0.166007 0.110967 -0.227638 -0.0501495
internal_count=93656 40992 29864 28883 9633 2000 864 19250 18413 1136 11128 7063 875 4065 6188 253 372 352 7633 3849 1430 3811 3621 17385 442 586 247 532 185 1028
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=125 120 76 124 76 64 61 48 56 16 71 74 52 73 112 9 11 78 47 79 11 55 11 41 60 9 30 30 101 51
split_gain=8.90058 8.15465 3.81358 3.29321 3.00454 3.20957 2.99104 3.18108 2.99565 2.98186 3.11652 2.91654 3.35529 2.87945 2.83183 2.78475 3.92486 3.91864 3.57301 4.52562 2.74594 2.737 2.60506 2.59017 2.81338 3.68852 3.23701 2.55882 2.62944 2.62409
threshold=1.7500000000000002 1.0000000180025095e-35 -3.0363499999999997 7.5000000000000009 -0.28945499999999996 -8.0385999999999971 -0.29451999999999995 -1.1515499999999996 -1.1122499999999997 4.0764500000000004 -0.037336999999999988 -4.4483999999999986 -0.16210499999999997 -0.31489999999999996 -0.16556999999999997 -1.00945 -2.0656499999999993 -0.73001999999999989 -0.87940999999999991 -2.2506999999999997 0.27930000000000005 1.2636000000000003 3.5573500000000005 1.7532500000000002 3.6475500000000003 1.2095500000000003 -2.4848499999999993 1.7733500000000004 4.8034500000000007 3.8700500000000004
decision_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
left_child=1 4 -3 15 6 20 7 13 11 10 27 -9 14 -1 -13 16 17 -4 -17 -20 -6 -16 -18 -2 -25 -26 -27 28 29 -7
right_child=23 2 3 -5 5 9 -8 8 -10 -11 -12 12 -14 -15 21 18 22 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.019523886065488976 -0.00057456847123211758 -0.0013061175027349013 -0.019978098541257844 0.00021015442268240369 0.013982963154933626 0.0011164814553993236 -0.00088458363534060216 0.0058472001537680628 0.0025320493356246155 -0.0091547908325259001 -0.002829157276805651 0.010151735608953806 -0.0064076069356441105 0.004623870218726729 0.0005965277306338193 0.0019388791503586013 0.0022169392319703915 -0.0012813237481168471 -0.0051146717318552373 0.00060744333224659053 -0.0038705965472300625 -0.010394810445038328 0.0054858270194381477 0.00014367421965377268 0.0092379590231156088 -0.018199215102053825 0.001985157748375961 -0.0034026376349139392 -0.0041121841720404458 -0.0039497810704502423
leaf_count=38 45016 1715 31 7320 62 2555 2535 125 1250 124 2175 63 311 221 339 6329 5528 292 362 7602 33 68 685 7059 201 21 367 616 329 284
internal_value=0 0.0110497 0.0196594 0.0224486 -0.012056 -0.0267642 0.00630099 0.0314858 0.0189066 -0.0296126 -0.0264188 -0.0248771 -0.0475757 0.136199 0.00574192 0.0288607 0.0459595 -0.061515 0.0210417 0.00694694 0.155624 -0.0247973 0.0515469 -0.00860071 0.00841369 0.0748115 0.0178541 -0.00908066 0.00238613 0.0121935
internal_count=93656 40992 29864 28149 11128 6178 4950 2415 2156 6083 5959 906 781 259 470 20829 6536 323 14293 7964 95 407 6213 52664 7648 589 388 3784 3168 2839
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=119 10 76 87 30 76 10 97 5 55 27 112 0 94 33 73 103 99 15 2 55 100 108 59 34 94 6 42 60 52
split_gain=7.65367 3.77287 4.87234 3.18793 3.19389 3.09274 3.66272 4.30244 4.01625 3.95195 3.09172 3.06629 2.98089 2.95227 3.00632 2.80203 2.8854 2.78441 2.78513 2.77263 3.46038 3.44586 2.86917 2.88033 2.81765 2.77586 2.74771 3.44939 3.31908 2.68996
threshold=1.0000000180025095e-35 1.4209500000000002 2.0357500000000006 3.0574000000000008 -0.55020999999999987 -3.0363499999999997 -2.0652499999999994 -3.3400999999999992 -1.7631499999999998 1.4018000000000002 -0.067206499999999988 32.258000000000003 -0.42075499999999993 1.4187500000000004 0.59105500000000011 1.8780000000000003 -3.2425499999999996 2.0877000000000003 -2.0913499999999998 -1.1477499999999996 -0.42429499999999992 8.0352500000000031 -1.7957999999999998 -1.4357499999999999 -1.48925 -0.21796999999999997 2.2275500000000004 8.5019000000000009 -0.70710999999999979 5.3234500000000011
decision_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
left_child=1 2 5 -4 -5 10 9 -8 17 11 -1 -7 -13 14 26 16 -3 18 -9 20 22 -22 24 -24 -20 -21 -11 28 -28 -10
right_child=-2 15 3 4 -6 6 7 8 29 13 -12 12 -14 -15 -16 -17 -18 -19 19 25 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014500296104394215 -0.00064498850151388531 0.0019685507973361939 4.5655274957030589e-05 -0.000480824080005676 -0.004273524972745496 0.0028198578707456564 -0.0028376932187268561 0.016988124869410589 0.00021268282677626779 -0.0013356226599301575 0.0022883613141131713 0.0040102832852146374 -0.0061043958546391115 0.002281894725587649 0.0018248954728716468 0.0020966859483444074 -0.00082652784027400128 0.0050339277044963819 0.0045082093811490472 0.00067847119134967215 -0.0008169167347961844 0.01273059690623389 -0.0013337893948140759 0.0046400177886934029 -0.0081696815094411644 0.0054915512541768218 -0.00091358192304385381 0.01219945477321744 -0.014392995029993472 0.0022663226777354657
leaf_count=2593 30846 1001 9725 1364 936 5674 858 29 16599 880 703 117 193 1114 597 1033 11900 645 72 512 2120 48 251 1029 112 722 71 20 128 1764
internal_value=0 0.00633508 0.0104733 -0.00700518 -0.0404858 0.0161767 0.0190479 0.0128216 0.015319 0.0365792 -0.0130535 0.051106 -0.0457384 0.00564389 -0.0206258 -0.0081804 -0.0121931 0.0389184 0.0307805 0.028939 0.0150253 -0.0103394 0.0525872 0.0693718 -0.0641754 0.069891 -0.0516565 -0.151888 -0.191675 0.00819922
internal_count=93656 62810 48876 12025 2300 36851 33555 24761 23903 8794 3296 5984 310 2810 1696 13934 12901 5540 4895 4866 3632 2168 1464 1280 184 1234 1099 219 199 18363
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=125 119 7 16 76 23 114 76 64 61 47 56 71 55 71 103 3 37 74 52 54 112 7 2 49 5 4 60 104 27
split_gain=7.8717 6.86474 3.31217 4.00625 2.95816 2.87871 2.74737 2.7116 2.89664 2.69942 2.72726 3.03768 2.71034 2.69479 2.69362 2.62504 2.61834 2.65706 2.61316 2.67995 3.60482 2.74785 2.60271 3.40748 3.47058 2.75951 3.49703 2.6132 2.5815 3.01698
threshold=1.7500000000000002 1.0000000180025095e-35 -1.9429999999999998 -3.2981999999999996 -3.0363499999999997 -3.6063499999999995 1.0000000180025095e-35 -0.28945499999999996 -8.0385999999999971 -0.29451999999999995 -1.1388499999999999 -1.1122499999999997 -1.1596999999999997 -2.9389499999999997 -0.037336999999999988 3.3456500000000005 -2.7242999999999999 0.18729500000000002 -4.4483999999999986 -0.16210499999999997 -0.70391999999999999 -0.16556999999999997 0.17625500000000002 -1.49515 -0.018344999999999997 4.3535500000000011 3.4728000000000003 -0.68578999999999979 11.154500000000001 -0.23065999999999995
decision_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
left_child=1 2 5 -4 -5 -1 13 9 -9 10 12 18 -3 -6 -10 22 -16 -18 -12 21 -21 -20 23 24 -8 26 -24 -28 -13 -30
right_child=-2 7 3 4 6 -7 15 8 14 -11 11 28 -14 -15 16 -17 17 -19 19 20 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0030702555361036884 -0.00040441682051077705 -0.0078905760599864705 -0.0026740181266287888 -0.0015200267573835659 0.0031191845900878138 0.0024345497963272548 -0.0044366228667296745 0.0074243895441146665 -0.00058181850016587086 -0.00080810502187187718 0.0055461901969387807 0.0030673963865551681 0.0072013086866971349 0.00055929820976153947 0.0046076449191834977 -0.0031346265641062662 -0.0046934005765009619 -0.0010801644458282732 0.0098475733617335928 -0.011807599829686485 -0.00093894965624182229 -0.001576375822207865 0.0015806632731160686 0.0049974887671369751 0.0062438982436275586 0.0069369245879607952 -0.010256938469897517 -0.00040566066006806896 -0.013845871730317953 0.006969443839733247
leaf_count=251 52664 33 856 1294 1089 4414 214 95 3881 2535 117 1136 302 18375 114 216 1210 878 61 145 161 384 1191 1390 118 182 119 155 49 27
internal_value=0 0.0103914 0.0182909 0.0137596 0.0161241 0.0427673 0.018736 -0.0108082 -0.024781 0.00663093 0.0305565 0.0170701 0.114293 0.0140504 -0.027487 0.0441752 -0.0554235 -0.0634808 -0.0280874 -0.0497443 -0.121783 -0.000207925 0.0510269 0.0782097 -0.0128107 0.0226064 0.00817907 -0.0936827 0.0494107 -0.129019
internal_count=93656 40992 29864 25199 24343 4665 23049 11128 6178 4950 2415 2080 335 19464 6083 3585 2202 2088 868 751 306 445 3369 1722 332 1647 1465 274 1212 76
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=125 119 81 2 13 42 94 10 103 26 27 87 54 38 65 16 36 97 18 75 94 22 29 108 76 39 39 0 59 76
split_gain=7.10421 6.19543 3.1401 3.21774 3.24264 3.25268 3.19346 3.16886 3.30083 2.79503 3.18916 3.13239 2.74111 3.29363 2.99792 2.70985 2.57052 2.5502 2.5411 3.36803 2.80476 2.62315 2.89078 2.83142 3.23071 3.46363 2.52888 2.87493 2.52861 2.78669
threshold=1.7500000000000002 1.0000000180025095e-35 -2.0255499999999995 -0.44316499999999998 0.23868000000000003 -2.4969499999999996 8.0212000000000021 1.4209500000000002 -3.1685499999999993 1.8870500000000001 1.7039500000000001 2.4946500000000005 -0.29710999999999993 1.3315500000000002 6.5532000000000012 3.2539500000000006 -1.82365 0.95848500000000014 14.940500000000002 -4.2239999999999993 -3.0137999999999994 -2.3224499999999995 0.93581500000000017 3.0427500000000003 3.3061000000000003 2.8052500000000005 -0.67098999999999986 -0.91546499999999986 1.5144500000000003 -1.6977999999999998
decision_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
left_child=1 2 26 4 15 -6 7 8 -5 10 -9 -11 13 14 28 -4 -14 -17 21 -20 -21 22 -2 -23 -25 -26 27 -1 -7 -30
right_child=18 -3 3 6 5 12 -8 9 -10 11 -12 -13 16 -15 -16 17 -18 -19 19 20 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0046896587795790586 -0.0001327273176612481 -0.00051339046435147412 0.0006235558627894932 0.0044460897507894162 0.0054019906186977603 0.0018972557738306242 -0.015249192976625636 -0.00087085055996468904 0.00075075347475754518 0.0049481085385195914 -0.0071673042977168956 -0.009887470118701459 -0.005827693128958345 -0.0048924026992655809 0.009666417858814105 0.0027047178452500168 0.00331974080203155 0.013502073256562367 0.0083202705369330946 -0.0059263684568679207 0.0013915740742396741 -0.00075744610242248374 0.0022155895915807302 0.0011901348589851383 -0.0007053684142544162 -0.0090369098430582839 -0.0017426789046684516 -0.00050195929037666115 0.01563964667064803 -0.0029767916274276822
leaf_count=392 5366 11128 6129 642 809 1684 32 2595 10292 322 218 40 79 231 104 195 2758 76 162 143 1552 37609 1734 4158 1806 134 1941 834 21 470
internal_value=0 0.00987183 0.0173763 0.0209081 0.0325589 0.0489446 0.0105631 0.0112788 0.0193546 -0.0165325 -0.0271762 0.0661764 0.0400035 0.0159321 0.0274649 0.016798 0.0613004 0.114655 -0.00768392 0.0286498 0.0154838 -0.00901192 0.00881582 -0.011908 0.00808048 -0.0256169 -0.0123955 0.0231601 0.019534 -0.0436114
internal_count=93656 40992 29864 26697 12556 6156 14141 14109 10934 3175 2813 362 5347 2510 2279 6400 2837 271 52664 1857 1695 50807 7100 43707 6098 1940 3167 1226 2175 491
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=120 5 97 6 108 6 55 62 57 9 57 107 21 109 91 19 41 42 105 39 6 94 12 87 52 97 44 100 58 44
split_gain=5.94444 3.18148 2.79837 5.22535 3.29141 2.98746 2.87091 3.05695 2.79313 2.96383 4.12335 3.07758 4.87993 3.98159 3.2952 3.22733 3.18195 2.95582 2.91312 2.87966 3.19325 2.87137 2.81791 2.76816 2.72027 3.29147 4.0469 3.24577 3.05998 2.68059
threshold=1.0000000180025095e-35 -1.1591499999999997 -3.3400999999999992 -1.3355499999999998 -2.6119499999999998 1.3166500000000003 3.9505500000000002 -2.2092499999999995 2.2935500000000002 0.33496000000000009 -0.22301499999999996 0.38871000000000006 -0.60236499999999993 1.6083500000000004 -0.64598499999999992 2.3693500000000003 -0.063866499999999979 0.61195500000000014 -0.36625499999999994 -1.8786499999999997 -3.4939499999999994 8.0212000000000021 -1.1590999999999998 -4.0606999999999998 -0.38914999999999994 4.2917500000000013 -1.4188499999999997 4.3554000000000004 1.4855500000000001 0.12159000000000002
decision_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
left_child=-1 2 3 -2 -5 6 7 -6 9 10 18 12 -11 14 -14 -16 -13 -17 -3 -12 -21 -22 -18 -20 25 27 -27 -4 -26 -9
right_child=1 8 24 4 5 -7 -8 29 -10 11 19 16 13 -15 15 17 22 -19 23 20 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0005684242848372562 -0.0083568927342303964 0.00025000136418978875 0.00017562339377157058 0.019337855097414418 -0.011953235897063106 -0.0040802409327953268 -0.010340560801743873 0.011258949781016957 0.0019280318054362808 0.00039439724335987901 0.0032559552219736396 0.0011834076316420826 -0.00056464199130762914 0.012717253798618914 -0.0049308449449639996 -0.0022341108339202433 -0.0158553812901179 0.012630442085210233 0.0052526013887915259 0.0055054655164764252 0.00060596274098140214 -0.014415816200198606 -0.00051098262276208495 -0.0017425576603629306 0.0021241565368066385 0.017475555192659351 0.0024276371331157379 -0.00926409607813896 -2.9647440896951593e-05 0.0017051794345024974
leaf_count=30846 233 11311 8936 22 27 294 38 124 1872 1806 1523 3448 840 40 1749 101 30 50 148 341 5404 32 11278 3185 6550 47 905 92 2204 180
internal_value=0 0.00558306 0.01613 -0.0377767 0.00622497 -0.00640203 0.0535156 0.0834021 0.000780503 -0.000932533 0.00702206 -0.00995723 -0.0325839 -0.0588761 -0.0634487 -0.0865071 -0.00292509 0.0537585 -0.00265624 0.026437 0.0162392 0.0103507 -0.0110338 -0.0286388 0.0187716 0.00748584 0.063411 0.00158856 0.0316378 0.112042
internal_count=93656 62810 19652 918 685 663 369 331 43158 41286 21944 19342 4586 2780 2740 1900 14756 151 14644 7300 5777 5436 11308 3333 18734 9980 952 9028 8754 304
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=125 119 82 10 15 16 0 14 63 28 50 35 45 88 12 32 36 28 80 94 95 14 7 20 100 38 16 38 16 61
split_gain=6.30938 5.22161 3.09543 3.93331 3.32139 3.32777 3.03008 4.09891 3.38442 2.95406 3.08462 2.91414 3.12451 2.79476 3.06743 2.77313 2.69049 2.65212 3.1066 2.57719 3.30919 2.99799 2.5614 3.27226 2.47178 2.53926 2.90333 3.08099 2.46529 2.45316
threshold=1.7500000000000002 1.0000000180025095e-35 -1.6111499999999996 2.2387500000000005 -2.3405499999999999 -1.6741499999999998 -0.10702999999999999 0.82769000000000015 11.412000000000001 -0.64965999999999979 -1.0148499999999998 -0.29415499999999994 0.82335000000000014 -1.59805 -2.3585499999999997 -0.79769999999999996 -2.1913499999999995 -1.1600499999999998 4.9144500000000013 0.35432000000000002 9.155050000000001 -0.40972999999999998 -1.1836499999999999 -1.6289499999999999 1.6981500000000003 3.5003500000000005 -0.097822499999999993 0.54738500000000012 3.9976000000000003 -4.6783499999999991
decision_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
left_child=1 2 4 -4 -1 11 9 -8 -9 10 13 12 19 14 29 -13 -14 -12 22 20 -6 -21 -19 -24 -16 26 27 -26 -3 -7
right_child=-2 28 3 -5 5 6 7 8 -10 -11 17 15 16 -15 24 -17 -18 18 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0045502067710819095 -0.00036206635167004608 -0.00034833916836837634 0.0014586183628406734 -0.0013295268963667811 -0.00084956072384839839 -0.00032048184814384623 -0.0014334884370354407 0.0025743025462089042 -0.0028255748124017071 0.0025511334407493451 0.00603556488216931 -0.015735930207548505 -0.020164752761711896 -0.012471709022576218 -0.0051861107209776923 -0.0037660439746267402 -0.0028286990655125087 0.0076645393448416151 -0.017768001055810601 -0.0027807258259098123 -0.014367720216265596 0.0040760373277682815 0.01598736850375479 -0.0044222079679278317 0.0092583188521010544 -0.0066649056838384724 0.0067181638955418569 -0.010828083563828842 -0.0054506910219211287 0.0094161925136709134
leaf_count=425 52664 10886 16071 1373 595 166 3160 1496 360 2562 305 59 23 57 439 269 831 96 24 214 49 625 22 183 28 93 173 60 242 106
internal_value=0 0.00930321 0.0161927 0.0247833 0.00412711 0.00104893 0.00995087 -0.00676186 0.0305383 0.0293832 -0.00226085 -0.0301162 -0.0177278 -0.0337027 -0.0221565 -0.118383 -0.0659119 0.0537355 -0.00911866 0.0100194 -0.0375623 0.0465423 0.0184886 -0.0446382 -0.0535876 0.00858497 0.059141 -0.0887391 -0.00918599 0.0694791
internal_count=93656 40992 29864 17444 12420 11995 9330 5016 1856 4314 1752 2665 2337 1122 1065 328 854 630 325 1483 644 839 301 205 793 354 261 88 11128 272
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=125 119 76 124 83 59 27 76 95 68 16 82 88 41 81 40 103 8 92 99 16 92 101 43 57 50 42 105 65 73
split_gain=5.69422 4.71251 2.93558 2.90207 2.53153 2.98354 2.6907 2.44458 2.80369 2.583 2.53762 2.74911 2.90852 2.63606 2.52334 3.05376 2.47753 2.48717 2.4848 3.2488 2.8552 2.67902 2.49285 2.42091 2.41902 2.8998 3.64131 3.13105 3.82643 2.90591
threshold=1.7500000000000002 1.0000000180025095e-35 -3.0363499999999997 7.5000000000000009 1.1750500000000004 0.53460500000000011 -0.20743499999999998 -0.28945499999999996 -1.15465 -1.4532499999999999 3.9976000000000003 32.62850000000001 15.828500000000002 -1.0417499999999997 -0.48972499999999991 1.30705 0.47441500000000009 1.39585 1.7433000000000003 0.12720500000000004 3.1785500000000004 3.028 4.2878500000000006 1.0169500000000002 0.4389300000000001 -1.5897499999999998 0.47764500000000004 -2.2896999999999994 2.1151000000000004 -0.13922499999999996
decision_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
left_child=1 2 4 -4 5 6 -1 24 14 -10 11 12 16 -14 -9 -16 17 -11 19 20 22 -20 -18 -7 25 27 -27 28 -3 -28
right_child=-2 7 3 -5 -6 23 -8 8 9 10 -12 -13 13 -15 15 -17 18 -19 21 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0023683893519235132 -0.00034396303329276202 -0.00099087781872620579 0.0011924778944612734 3.5126172565593714e-05 0.012692247777886224 0.004498681993308393 0.0020805766911795608 0.0022702343013517568 -0.0052402911933642953 -0.0020417030287733229 -0.0093521168273057523 0.008800950165673652 0.0011881574765657602 -0.020258363114522868 0.00021903532591558518 -0.0065794671409228752 -0.0017735757436298503 -0.01419507242132758 0.010163055898016717 0.0066427454488495229 0.0095441047523943893 0.0010685573646067484 -0.013133793061270433 -0.014392873608960292 -0.00096272227209365344 0.00071614725117681761 0.012580193597537835 -0.0041521248422733545 0.015694717125853106 0.0036670688198920526
leaf_count=1094 52664 115 20829 7320 32 22 493 977 486 2005 97 68 23 38 702 216 909 43 117 130 53 263 51 74 1979 1615 106 420 49 666
internal_value=0 0.00883805 0.0153831 0.0178303 -0.0247842 -0.0300819 -0.0197264 -0.00872669 -0.0219937 -0.0361637 -0.0273778 -0.0231921 -0.0269218 -0.243439 0.0100329 -0.0276122 -0.0232232 -0.0459375 0.00732106 -0.0159687 -0.0350674 0.0773741 -0.0475417 -0.201271 0.00783158 0.0258737 0.0413267 -0.0372877 0.079889 0.0978178
internal_count=93656 40992 29864 28149 1715 1683 1587 11128 6178 4283 3797 3700 3632 61 1895 918 3571 2048 1523 1143 1013 380 960 96 4950 2971 2387 584 164 772
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=125 119 44 35 10 103 45 70 92 13 30 51 72 38 43 41 18 32 89 5 106 84 37 78 23 87 65 41 18 97
split_gain=5.13903 4.25304 2.80607 2.67934 3.42111 2.56288 2.50107 2.94149 2.41567 2.86521 2.96737 2.59583 3.6952 2.38928 2.95739 2.76965 2.34692 2.33338 3.48237 2.70636 4.16367 2.89443 2.79352 2.43458 3.07006 3.04607 2.86794 3.08866 2.3842 2.32627
threshold=1.7500000000000002 1.0000000180025095e-35 -1.46695 -1.0933499999999998 2.2387500000000005 3.6405000000000007 1.0406500000000001 -1.0922499999999997 -0.083579499999999987 4.3958000000000013 -3.0983499999999995 0.94891000000000014 2.1714000000000007 4.3487000000000009 -5.9611499999999991 0.95333500000000015 -1.04355 -1.2066499999999998 2.0777500000000004 1.2930500000000003 1.7972500000000002 9.6813500000000019 3.2902000000000005 1.7148000000000001 -4.602949999999999 1.7582500000000001 -0.22680999999999998 -1.5063499999999996 2.8737500000000007 7.3036500000000002
decision_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
left_child=1 2 -1 17 5 8 16 -8 -5 10 -10 -11 -13 15 -15 -3 -7 28 23 21 -21 -20 -22 24 25 26 27 -19 -4 -2
right_child=29 13 3 4 -6 6 7 -9 9 11 -12 12 -14 14 -16 -17 -18 18 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001899158295384484 -0.0004211326150949633 -0.00083888921583205969 0.0022952564488781606 0.0029229939603852323 -0.0015146033585227113 -0.0058979940026377643 -1.4839517385807149e-05 -0.01793389174450493 -0.0098729970058229824 0.00854085942944551 0.00097947949995322455 -0.0039986246338996447 0.016273601605956044 0.01206036297263819 -0.0050074856065325975 0.00086406285525392483 0.0046562112897165176 0.00012826624171187481 -0.0017338636480780667 -0.017081807867611109 0.0001009566009182621 0.012397244972127833 -0.018750438859443302 0.0017960162635521954 0.00035433122853365125 0.003837595799291927 0.0010085581957052152 -0.018621528216654706 0.012331970187551633 0.00084344303746468991
leaf_count=981 48734 7074 784 3747 846 90 43 49 64 238 3981 114 28 27 423 3604 127 30 781 73 135 38 23 3156 14280 62 48 82 64 3930
internal_value=0 0.00839615 0.0146139 0.0164004 0.0303467 0.0363956 -0.0530019 -0.191174 0.0397759 0.0239547 0.0161554 0.106976 -2.5685e-05 -0.00829036 -0.0796683 -0.0052823 0.00557782 0.0097488 0.00742318 -0.0485268 -0.144121 -0.0215642 -0.0528647 0.0107501 0.00527248 -0.111421 -0.184338 -0.271985 0.0610549 -0.0065353
internal_count=93656 40992 29864 28883 9327 8481 309 92 8172 4425 4045 380 142 11128 450 10678 217 19556 18708 1050 231 819 158 17658 14502 222 160 112 848 52664
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=125 119 7 16 108 52 23 24 55 59 0 47 54 112 52 42 78 44 98 49 78 88 106 37 105 24 55 48 47 18
split_gain=4.63797 3.83837 2.67732 3.39548 2.51692 2.6739 2.47149 2.41656 2.41606 2.36745 2.86672 2.8347 3.13716 3.97022 2.43481 2.94544 3.05011 2.95108 3.45531 2.45841 3.02338 2.6084 2.40395 2.96173 2.55556 2.3925 2.36718 2.34929 3.37751 2.30777
threshold=1.7500000000000002 1.0000000180025095e-35 -1.9429999999999998 -3.2981999999999996 5.611600000000001 4.6868500000000006 -3.6063499999999995 -1.6686499999999997 -3.4839499999999997 0.79757000000000011 -2.2062499999999994 -1.1097499999999998 -1.9352499999999997 -1.3332499999999998 -1.22515 -0.15265499999999996 0.49761000000000005 2.6639500000000003 -1.3837499999999998 1.4316500000000001 2.7193000000000001 31.514500000000002 1.7378500000000001 7.5044500000000012 1.3387500000000003 0.61259000000000008 1.9881500000000003 -1.1735499999999999 -1.1365499999999999 14.940500000000002
decision_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
left_child=1 2 6 4 5 8 7 -1 -4 11 -11 12 13 -3 15 -12 17 -17 -19 21 22 -16 23 24 27 -13 -20 -21 -29 -2
right_child=29 9 3 -5 -6 -7 -8 -9 -10 10 14 25 -14 -15 19 16 -18 18 26 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00052383426183731717 -0.000373704753454021 -0.0089590869174061127 -0.015096398776299076 0.00059930367057589844 0.0080562367014443657 -0.020096753783645515 0.0020689013993706669 -0.012629178498620884 -0.0021704287930911291 0.0037881112877026523 -0.0089840725430154391 -0.00080352898679945071 0.0044340314658849762 0.0019440763072476005 -0.0033428679405946775 0.0069785749110122842 -0.0021815189556379814 0.014112659733897696 0.0022927268485849104 0.010829097325741142 -0.010584674907484642 -0.019941981420076142 0.0040567171408932802 -0.0077887262506379021 -0.008957469861362935 0.0016583008601657593 -0.014668339855658512 -0.010846463503101124 0.0011336574138465128 0.0014208447788450524
leaf_count=199 50807 114 38 24343 52 23 4414 52 743 254 70 4661 724 312 1706 310 289 24 36 54 73 24 270 148 74 1252 48 65 620 1857
internal_value=0 0.00797634 0.0138832 0.00980932 -0.0520933 -0.0658835 0.0358893 -0.0606343 -0.055987 -0.00787584 -0.0271022 0.00318958 0.0486166 -0.0194734 -0.033958 0.0159891 0.0353624 0.089977 -0.0523775 -0.0467493 -0.0139622 -0.0714629 -0.00223642 -0.0256601 -0.00197378 -0.00564538 -0.147986 0.0157678 -6.28476e-05 -0.00620853
internal_count=93656 40992 29864 25199 856 804 4665 251 781 11128 4065 7063 1150 426 3811 777 707 418 108 3034 1304 1730 1231 961 813 5913 84 739 685 52664
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=125 119 85 9 63 39 16 17 83 30 44 106 85 1 2 41 53 103 100 74 15 7 46 60 4 49 100 64 3 72
split_gain=4.18577 3.46413 2.56994 2.87042 2.78855 2.69903 3.23973 2.6097 2.43546 2.73222 2.41658 3.23202 2.59489 2.41405 2.25655 3.05536 2.46055 2.38349 2.50043 3.48189 2.96301 3.09272 2.51534 2.38052 2.35226 2.33169 2.2806 2.85667 2.35416 2.23247
threshold=1.7500000000000002 1.0000000180025095e-35 -1.5786499999999999 -1.0438499999999997 72.214500000000015 -0.67098999999999986 1.2556 7.2881000000000009 -1.2449499999999998 -2.8284499999999997 -0.68576999999999988 -4.8589999999999991 7.3858500000000005 -0.93237999999999988 0.57051000000000018 1.7718500000000004 13.825000000000001 0.16738500000000003 -0.70821999999999996 0.35476000000000002 -1.5087499999999998 -2.7041999999999997 3.3674500000000003 -1.5365499999999999 -0.04345799999999999 -1.7550499999999998 1.1358500000000002 -0.77901999999999993 0.98518500000000009 -1.0423499999999997
decision_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
left_child=1 2 5 7 14 6 -1 10 9 -7 29 -12 -13 -6 17 16 -16 -5 -19 20 -20 -22 -21 -17 -18 -25 -27 28 -28 -4
right_child=-2 -3 3 4 13 8 -8 -9 -10 -11 11 12 -14 -15 15 23 24 18 19 22 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0020445686147456243 -0.00029490531164553499 -0.00037410249848810156 2.7589485666207876e-05 0.001696626429425759 0.0072870104123027094 0.0048631009939608394 -0.0032712912340658569 -0.0010119345002296456 0.001554830501401541 -0.0021864017170051095 0.0004634295542760251 0.0042666257808198372 -0.00059207099138361234 -0.0079577080623130323 -0.00075966919744724489 -0.0069405847584659399 -0.0073534216700742649 0.0010198643587650811 -0.013369550939359064 0.001357854638903584 0.010304385666712755 -0.0039245183627694656 -0.0072451026221004092 0.013549081749168405 0.0080746776549572782 0.0050399766241772097 0.0085685255066694135 -0.0091964795117576922 -0.0099026074997432857 0.0032963766996786182
leaf_count=1670 52664 11128 1984 5952 31 145 346 787 662 2639 1040 2483 309 160 5263 55 30 3196 77 884 41 557 94 57 140 386 69 75 23 709
internal_value=0 0.00757752 0.0131891 0.0175779 0.0104837 -0.00641854 0.0226445 0.034159 -0.0234212 -0.0363848 0.0407201 0.0568531 0.074578 -0.109669 0.0118417 -0.00353742 -0.0113686 0.0205244 0.00406623 -0.0275091 -0.0827536 -0.0589792 0.0106197 0.060443 0.107041 0.0784086 0.0585593 -0.039074 0.0790148 0.0177636
internal_count=93656 40992 29864 24402 17090 5462 2016 7312 3446 2784 6525 3832 2792 191 16899 6098 5433 10801 4849 1653 675 598 978 665 170 610 553 167 92 2693
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=119 10 11 28 71 68 93 15 76 48 5 78 110 10 3 20 97 18 6 46 93 98 26 63 111 3 89 55 3 44
split_gain=3.72548 3.05766 4.47392 5.72668 3.84601 3.69042 3.58675 3.07854 2.98771 4.16798 3.47344 3.36275 3.09954 3.01124 2.96001 2.72338 2.6838 2.80728 3.00146 3.55055 2.73388 3.23998 2.65537 3.93432 2.66196 2.68073 2.6334 3.43306 2.62259 2.57189
threshold=1.0000000180025095e-35 -1.5150499999999998 1.3523000000000003 -1.04755 2.7277500000000003 0.20632500000000004 -23.170499999999997 -0.82664999999999988 1.1813500000000003 1.5537000000000003 -3.7072999999999996 -0.96126999999999996 1.6924000000000001 -1.9319499999999998 1.3571500000000001 1.6325500000000004 -2.1860999999999993 3.7738000000000005 2.1140500000000002 -3.0558499999999995 -8.1911499999999986 -0.26775499999999991 3.2332000000000005 -1.6993499999999997 -2.1775499999999997 2.4948500000000005 -0.92074499999999981 2.1285000000000003 -2.9302499999999996 -1.5297499999999997
decision_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
left_child=1 2 4 15 5 -1 -5 14 11 -10 -11 13 29 26 -8 -4 17 18 19 -3 21 -18 23 -21 25 -25 27 -7 -9 -13
right_child=-2 16 3 6 -6 8 7 28 9 10 -12 12 -14 -15 -16 -17 20 -19 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019848749673623289 -0.00044999551827407358 0.0077773889535191392 0.0094490721452986058 -0.0066408775860079122 -0.0014959156782962143 0.005942222699237814 -0.0010551991796653186 -0.0096307631062213777 0.00044749307188423915 0.011811242811381817 -0.0039686803083157892 -0.012749860759570518 0.0020637251734204483 -0.0039693133243071362 -0.016620749052664318 0.0023770035753980104 0.00071358159496894057 0.011978238456051898 -0.0053312605154895859 -0.018365375966365848 5.9569119833555763e-05 0.0096454926474698263 0.013478932889371083 -0.010805712668387389 -0.00073143203324146618 0.0078038597155524331 0.010832330305129291 -0.0087206549621114387 0.0028582969473764895 -0.00054264495869626864
leaf_count=4154 30846 110 387 129 2179 198 175 43 1648 36 1114 44 1659 84 37 210 272 37 496 35 43711 162 29 122 1377 23 188 50 1873 2228
internal_value=0 0.00441986 0.0161396 0.0521312 0.00857669 0.0159327 0.0290932 0.0389083 0.00231442 -0.0232912 -0.069494 0.0184107 0.0084137 0.093984 -0.0754366 0.139228 0.000266099 -0.0335889 -0.0381996 -0.0181884 0.00197553 0.0809523 -0.0302382 -0.0358225 -0.0281996 -0.157077 0.127386 0.0597199 0.0515602 -0.015581
internal_count=93656 62810 16436 2854 13582 11403 2257 2128 7249 2798 1150 4451 3931 520 212 597 46374 2229 2192 1696 44145 434 1586 1557 1522 145 436 248 1916 2272
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=125 119 44 124 41 99 46 62 28 15 27 39 31 54 54 46 62 31 64 33 55 98 33 3 16 2 87 55 40 9
split_gain=3.69523 2.89946 2.42251 2.34516 2.23424 2.63563 2.30084 2.87691 3.02183 2.51613 2.69699 2.64809 2.2551 2.22874 2.79529 2.22643 2.436 2.19647 2.39607 2.84917 2.54806 2.50012 2.94574 4.11365 2.55822 2.48026 2.34666 2.18926 2.81109 2.55676
threshold=1.7500000000000002 1.0000000180025095e-35 -1.46695 7.5000000000000009 1.6809500000000004 -0.023425499999999998 3.8731500000000003 2.9846500000000007 1.6661500000000002 3.7538000000000005 1.3475500000000002 -1.8524499999999999 -1.0410499999999996 1.3769500000000001 2.4295500000000003 4.9782000000000002 -0.68948499999999979 17.006500000000006 1.4568500000000004 12.219500000000002 -4.5230999999999986 9.5389000000000017 2.7587500000000005 -1.7126499999999998 2.7628000000000004 -2.6467999999999994 -2.0539499999999995 -1.6088499999999997 0.13040000000000004 -0.91304999999999981
decision_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
left_child=1 2 -1 27 -2 6 7 17 12 10 -8 -12 -9 -13 -15 -3 -17 18 25 20 -20 22 24 -24 -22 -6 -21 28 -4 -29
right_child=4 15 3 -5 5 -7 9 8 -10 -11 11 13 -14 14 -16 16 -18 -19 19 26 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0018308393135118594 -0.00041974013894666135 -0.00025600560296281793 0.0012198540014921966 -6.1868178736455755e-05 0.0051344513017279611 0.002840985381676223 0.0075949138099396674 0.0045820100273746651 0.0094793494779559419 0.0022676264586032561 0.0032850819982259589 -0.0068791086407145492 -0.0058231666207402243 -0.032262901961803439 -0.010950111132115126 0.0062255046488384584 -0.010424009637505401 -0.0064571111818261841 -0.010275384186851708 -0.0012457073021393556 0.0019642064100245391 0.011284568516352653 0.012344215347742042 -0.0079841631946069424 0.014599881891072506 -0.00047405582703659017 0.016931270997572159 0.0015752812658128017 0.0040711360074582358 0.00026019911989452353
leaf_count=981 44186 10998 3509 7547 205 1027 27 137 171 106 34 86 84 25 40 28 102 126 44 26 866 68 30 146 42 5132 56 5528 1147 11152
internal_value=0 0.00711968 0.0122535 0.0139134 -0.00554174 0.009328 0.00278203 0.00649237 0.0897734 -0.0804438 -0.143342 -0.186431 0.012542 -0.243203 -0.382947 -0.00665795 -0.136759 0.00164944 0.00414071 0.0430334 0.0306701 0.0396907 0.0280228 -0.090382 0.0509735 -0.00517254 0.223357 0.0192725 0.0384453 0.0139207
internal_count=93656 40992 29864 28883 52664 8478 7451 7133 392 318 212 185 221 151 65 11128 130 6741 6615 1278 1196 1152 1084 176 908 5337 82 21336 4656 16680
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=125 119 82 15 5 46 30 17 20 36 92 63 35 31 5 23 30 27 92 84 111 9 59 46 12 64 104 52 91 101
split_gain=3.33495 2.61676 2.39359 2.79309 2.64153 2.44888 2.91496 2.56266 3.14333 3.06578 3.10775 2.63781 3.22806 2.55936 2.52862 2.57021 2.48545 2.32097 2.78228 2.53479 2.3258 2.30245 3.09907 2.90696 3.14947 4.57662 2.90478 2.79077 2.95819 2.53516
threshold=1.7500000000000002 1.0000000180025095e-35 -1.6111499999999996 -2.2697499999999997 -1.6111499999999996 -0.99870999999999988 0.49415500000000007 -1.9847499999999998 -1.3653499999999996 -0.063063999999999995 0.43491500000000005 7.3312500000000016 -1.1918999999999997 17.006500000000006 -1.2544499999999996 0.89641000000000004 -1.4097499999999996 1.7537500000000004 -1.1012499999999996 1.4185500000000004 -11.113999999999999 -2.1674999999999995 -2.0660499999999993 0.78530000000000011 -1.1961499999999996 0.09296900000000001 1.4536500000000003 -0.44165499999999996 -2.8405499999999995 0.75807500000000017
decision_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
left_child=1 2 3 -1 17 6 7 -6 -9 10 11 -10 -13 14 -8 -16 -12 -5 19 -19 -20 -4 23 24 27 -26 -27 29 -29 -23
right_child=-2 -3 21 4 5 -7 13 8 9 -11 16 12 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0037318025701655773 -0.00026323245948817702 -0.00031625270570364899 0.0022353800803551504 0.0017627559841684422 -0.0070833396937089732 2.5109595320815359e-05 -0.011055317168523159 0.002955224279203784 -0.0027420687392796278 -0.00080787761086185137 -0.0045465991663929473 -0.026307969709375392 0.00019490733742713931 -0.013845294049900512 0.0075002620726677405 -0.0021757632584254046 -0.018868041804737667 -0.02235515543650235 0.014444226752675605 -0.0029724629772071905 -0.0020238812968241451 -0.015338739831089535 0.00089794042854432943 0.003849101957902527 0.0054969449222134958 -0.0014116733493246582 -0.011304332158483921 -0.015125623047157814 0.0031942414860409427 -8.7159730360976298e-05
leaf_count=495 52664 11128 2941 2451 261 6437 28 295 617 1024 56 27 20 23 229 98 66 31 24 37 201 123 13522 174 178 253 105 30 83 35
internal_value=0 0.0067637 0.0116409 0.00103092 -0.00202439 -0.010161 -0.0351753 -0.0482029 -0.0366142 -0.0522148 -0.0991902 -0.0722372 -0.300603 0.0463674 0.0673119 0.0920083 -0.245885 0.0251996 -0.0589167 -0.236174 -0.00534566 0.0191951 0.0140215 -0.0402502 -0.065527 -0.0211064 -0.086263 -0.153385 -0.0333888 -0.239205
internal_count=93656 40992 29864 12420 11925 9181 2744 2366 2105 1810 786 664 47 378 355 327 122 2744 293 68 225 17444 14503 981 807 536 358 271 113 158
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=125 120 16 35 1 103 104 29 71 16 23 26 77 48 23 111 52 108 91 89 73 14 37 38 7 12 20 44 39 3
split_gain=3.00979 2.36163 2.35873 2.74837 2.47036 3.16596 2.98183 2.74987 2.56997 3.45304 2.44021 2.56283 4.39492 2.32845 2.29511 2.71937 2.79347 2.57633 2.28179 3.54087 2.7367 2.58707 2.54202 2.27476 2.22937 2.34969 2.62755 2.27224 2.66977 3.19699
threshold=1.7500000000000002 1.0000000180025095e-35 -1.6114499999999998 -1.6511999999999998 -1.0486499999999996 0.60836500000000016 7.4622000000000011 0.87440000000000018 3.0772500000000007 1.7983000000000002 1.1947500000000002 0.94064500000000006 -2.4748499999999996 17.580500000000004 0.94400000000000006 4.1772 -1.0372499999999998 17.775000000000002 -1.3653999999999997 -3.1804999999999999 0.47625000000000001 -1.5589499999999996 1.0868500000000003 2.7765500000000007 1.0344500000000003 -5.7564999999999991 0.47417000000000004 -1.2143499999999998 -1.1257999999999997 -0.32545999999999992
decision_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
left_child=1 -1 24 4 5 -4 7 -7 13 23 14 -12 -13 18 17 16 -16 -5 -6 -20 21 22 -21 -10 -3 26 -26 28 -27 -30
right_child=-2 2 3 10 8 6 -8 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.00030044008427618685 -0.00025007083643535573 0.00026284359911042665 0.0026019211146813834 0.0013196505511082748 0.0015988707429900125 -0.0030352576520046529 0.0066863151629470794 0.0015722474238576715 -0.0058513511739212865 0.0019493122093976951 0.0044264141130978037 -0.01839539018060193 0.0014746761517476516 -0.0043977601752519168 -0.011845713642740405 0.010504804830998183 -0.0011044461503008601 -0.011408950102340895 -0.020651417154641378 2.4155393670620531e-05 0.00092142721975134359 -0.0015351882596748507 0.0095299522030026715 0.0073248399794101724 0.0067245449292762521 0.0070349176629231529 -0.006990570134645247 -0.0017643849670171262 -0.017366427632096487 -0.0028587142389418711
leaf_count=11128 52664 5162 2334 6464 2566 766 136 561 511 265 1239 29 689 268 94 32 170 40 21 209 3365 3069 106 35 145 26 46 1364 78 74
internal_value=0 0.00642551 0.0110588 0.0159281 0.00734154 0.029177 -0.00729512 -0.021748 -0.000619006 -0.0546758 0.0298634 0.0609802 0.0134425 0.00394576 0.0209081 -0.0652094 -0.0985798 0.0248274 0.00658388 -0.00304091 -0.0017652 -0.0218456 0.0644586 -0.100134 -0.00516185 -0.0361956 0.0684286 -0.0491549 -0.155418 -0.206069
internal_count=93656 40992 29864 22969 14212 3797 1463 1327 10415 811 8757 1957 718 9604 6800 296 264 6504 9336 6770 6749 3384 315 546 6895 1733 191 1542 178 152
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=41 119 27 5 68 110 2 103 74 89 124 111 39 24 54 87 64 99 22 17 12 52 35 1 59 48 76 105 111 31
split_gain=2.851 2.67224 2.89582 3.25168 3.51472 2.80467 2.70743 2.80158 4.23921 2.7604 3.84853 3.1679 2.6648 2.51214 2.49576 3.27888 2.70514 3.84 3.23864 3.5427 2.75492 2.65405 2.55085 3.17907 3.65846 2.75161 2.73906 3.45106 3.79135 2.53182
threshold=1.7532500000000002 1.0000000180025095e-35 1.8118500000000004 0.65695000000000003 -1.2498499999999997 -2.5884499999999995 -0.52002999999999988 -4.7620999999999993 1.8075500000000002 2.2029000000000001 7.5000000000000009 -0.80491999999999997 -2.1737499999999996 -1.0803499999999999 2.1855500000000005 -5.2228499999999993 -1.7006499999999998 -0.69210999999999989 2.6551500000000003 2.1986000000000003 1.0457500000000002 4.2898000000000005 -0.16401999999999997 -0.33303499999999991 1.6683500000000002 -0.9983749999999999 -0.15451499999999999 -1.9670499999999997 -0.9202999999999999 -1.0196499999999997
decision_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
left_child=1 2 6 4 13 -6 14 8 -8 -9 11 12 -11 -4 22 -16 17 18 19 -17 -20 -18 25 24 -24 -1 -25 -28 -29 -26
right_child=-2 -3 3 -5 5 -7 7 9 -10 10 -12 -13 -14 -15 15 16 21 -19 20 -21 -22 -23 23 26 29 -27 27 28 -30 -31
leaf_value=0.0010304117088431545 0.00067055222998633915 -0.00052583141579320037 0.009395422265377075 0.0016687174057937989 0.0049080570687850319 -0.0051248177357899683 0.005097200927706675 -0.00014587916744658759 -0.018505262164399027 -0.010835833812283504 -0.010541303814607579 -0.0071676343133586732 0.0035021875730587011 -0.001898026145493784 -0.013761168283720813 -0.0021295225806534294 0.0043961598997819028 0.010776499036307398 0.013599686401671376 -0.020290948893746427 -0.009049484180286527 0.0012321667782163586 0.0026778248611408206 -0.0052463968808893055 -0.0077646025968059681 -0.00040977535431367538 0.0078528309466603854 0.0044184969726261819 -0.0056692189837940143 0.00054277993655946959
leaf_count=4909 13557 26361 84 459 75 978 390 28590 20 37 149 151 261 119 33 50 1102 38 29 58 25 1663 3084 293 142 10224 130 157 229 259
internal_value=0 -0.00226986 0.00177556 -0.0386551 -0.064978 -0.0882045 0.00310841 -0.00317096 0.0789172 -0.00432404 -0.071566 -0.0253527 0.0344393 0.0555025 0.0113963 0.0382512 0.0417401 -0.070569 -0.137679 -0.237658 0.0622792 0.0498637 0.00725206 0.0287636 0.0418733 0.00114815 -0.0277101 0.0161365 -0.0313237 -0.0479797
internal_count=93656 80099 53738 1715 1256 1053 52023 29598 410 29188 598 449 298 203 22425 2998 2965 200 162 108 54 2765 19427 4294 3485 15133 809 516 386 401
shrinkage=0.05



feature importances:
secondaryCorrelationExponent=92
all_loss_best_percentile75_ratio=70
log10_cardinality=53
secondaryLockingMode_random=47
all_loss_best_percentile50_ratio=40
recent_15%_loss_kurtosis=35
all_correlation_skew=35
all_loss_kurtosis=34
top_10%_loss_kurtosis=33
all_correlation_stddev_median_ratio=28
top_10%_correlation_stddev_best_ratio=27
top_20%_loss_kurtosis=27
all_correlation_best_percentile75_ratio=26
recent_15%_correlation_stddev_best_ratio=24
recent_15%_loss_best_percentile25_ratio=24
recent_15%_loss_skew=24
all_correlation_kurtosis=24
all_loss_stddev_best_ratio=20
top_20%_correlation_stddev_best_ratio=20
all_correlation_best_percentile25_ratio=20
all_loss_stddev_median_ratio=19
top_30%_correlation_best_percentile25_ratio=19
recent_15%_loss_stddev_median_ratio=19
all_loss_skew=18
top_30%_correlation_stddev_best_ratio=18
recent_25_correlation_stddev_best_ratio=18
recent_15%_loss_stddev_best_ratio=18
all_correlation_stddev_best_ratio=18
top_20%_correlation_best_percentile75_ratio=17
recent_25_loss_stddev_median_ratio=17
recent_25_correlation_kurtosis=17
all_correlation_best_percentile50_ratio=17
recent_10_loss_stddev_median_ratio=17
all_correlation_percentile5_percentile25_ratio=16
recent_15%_correlation_best_percentile75_ratio=16
top_20%_correlation_kurtosis=16
recent_10_loss_stddev_best_ratio=16
recent_25_loss_percentile5_percentile25_ratio=16
recent_10_loss_skew=16
top_20%_loss_skew=15
top_20%_correlation_best_percentile25_ratio=14
recent_25_loss_stddev_best_ratio=14
recent_25_loss_best_percentile75_ratio=14
recent_10_loss_best_percentile75_ratio=14
top_30%_loss_skew=14
top_10%_correlation_best_percentile25_ratio=13
recent_10_correlation_stddev_best_ratio=13
recent_10_correlation_skew=12
top_30%_correlation_best_percentile75_ratio=12
recent_15%_correlation_skew=12
recent_10_correlation_kurtosis=12
top_10%_loss_skew=12
recent_15%_loss_best_percentile75_ratio=12
top_30%_loss_kurtosis=12
all_loss_percentile5_percentile25_ratio=11
recent_10_correlation_best_percentile50_ratio=11
recent_15%_correlation_percentile5_percentile25_ratio=11
secondaryTopLockingPercentile=11
recent_25_loss_kurtosis=11
recent_25_loss_best_percentile50_ratio=11
top_10%_loss_best_percentile25_ratio=10
recent_25_loss_skew=10
recent_15%_correlation_kurtosis=10
top_20%_correlation_best_percentile50_ratio=10
top_30%_correlation_kurtosis=10
top_10%_correlation_best_percentile50_ratio=10
recent_10_loss_kurtosis=10
recent_25_correlation_skew=10
top_30%_correlation_stddev_median_ratio=10
top_10%_correlation_skew=10
top_20%_loss_best_percentile25_ratio=9
recent_15%_loss_percentile5_percentile25_ratio=9
recent_25_loss_best_percentile25_ratio=9
recent_25_correlation_stddev_median_ratio=9
recent_25_correlation_best_percentile50_ratio=9
recent_10_loss_best_percentile50_ratio=9
secondaryLockingMode_top=8
top_20%_correlation_stddev_median_ratio=8
top_20%_correlation_percentile5_percentile25_ratio=8
top_30%_correlation_percentile5_percentile25_ratio=8
recent_15%_correlation_best_percentile25_ratio=8
recent_25_correlation_percentile5_percentile25_ratio=8
recent_10_correlation_stddev_median_ratio=8
top_10%_loss_best_percentile50_ratio=8
recent_15%_correlation_best_percentile50_ratio=7
recent_15%_loss_best_percentile50_ratio=7
top_30%_loss_stddev_best_ratio=7
top_30%_loss_best_percentile25_ratio=7
top_10%_correlation_stddev_median_ratio=7
recent_10_correlation_best_percentile75_ratio=7
recent_10_correlation_percentile5_percentile25_ratio=7
top_30%_correlation_skew=6
top_30%_loss_stddev_median_ratio=6
top_10%_loss_percentile5_percentile25_ratio=6
top_10%_loss_best_percentile75_ratio=6
top_20%_correlation_skew=6
top_30%_correlation_best_percentile50_ratio=6
top_20%_loss_best_percentile75_ratio=6
recent_10_correlation_best_percentile25_ratio=5
top_20%_loss_stddev_best_ratio=5
top_10%_correlation_kurtosis=5
recent_10_loss_best_percentile25_ratio=5
recent_25_correlation_best_percentile75_ratio=5
top_20%_loss_percentile5_percentile25_ratio=5
recent_25_correlation_best_percentile25_ratio=5
top_30%_loss_percentile5_percentile25_ratio=5
recent_10_loss_percentile5_percentile25_ratio=5
top_10%_correlation_percentile5_percentile25_ratio=5
top_30%_loss_best_percentile50_ratio=4
resultFilteringAgeMultiplier=4
all_loss_best_percentile25_ratio=3
top_10%_loss_stddev_best_ratio=3
recent_15%_correlation_stddev_median_ratio=3
top_20%_loss_stddev_median_ratio=3
top_10%_loss_stddev_median_ratio=2
top_30%_loss_best_percentile75_ratio=2
top_20%_loss_best_percentile50_ratio=2
resultFilteringMode_none=1
resultFilteringMode_loss_rank=1
top_10%_correlation_best_percentile75_ratio=1

pandas_categorical:null
