tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=127
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 secondaryCorrelationMultiplier secondaryFixedProbability
feature_infos=[-9.0793999999999997:106.40000000000001] [-6.1543999999999999:907.00999999999999] [-4.2420999999999998:4891.5] [-4.0632000000000001:42.643000000000001] [-11.725:138.13999999999999] [-12.686:13.845000000000001] [-15.976000000000001:11.5] [-5.9271000000000003:1428.2] [-92019:46103] [-76234:115450] [-15884:122060] [-2.3426:70.739999999999995] [-81702:47027] [-8.2988:19.844000000000001] [-537830:1444500] [-78181:1104700] [-4.9066000000000001:5.7077999999999998] [-4.2309000000000001:1690.3] [-2.4914999999999998:363.81999999999999] [-2.2536:422.11000000000001] [-2.5891000000000002:34.893999999999998] [-5.0574000000000003:1705.5] [-9.4838000000000005:11.569000000000001] [-15.170999999999999:8.0465] [-2.4289999999999998:353.56] [-15750:17733] [-24245:129280] [-29342:94593] [-1.7628999999999999:2.0127000000000002] [-12687:18631] [-6.274:1.8354999999999999] [-378090:1398600] [-339220:1724900] [-4.3403:8764.7999999999993] [-2.6692:4616.3000000000002] [-2.3054999999999999:8748.2999999999993] [-2.5735000000000001:33.960000000000001] [-5.2473000000000001:9928.8999999999996] [-11.114000000000001:11.558] [-14.411:7.4763999999999999] [-2.6036000000000001:4298.5] [-25805:15193] [-71151:398300] [-232340:102990] [-1.6065:49.856000000000002] [-23318:13028] [-7.5063000000000004:12.785] [-779600:1158500] [-3854900:1321600] [-4.9035000000000002:9369.6000000000004] [-3.0550999999999999:3670.5] [-2.6476999999999999:4790.8000000000002] [-2.8029999999999999:42.148000000000003] [-6.0103999999999997:9025.7999999999993] [-10.73:12.619999999999999] [-13.798999999999999:7.9203999999999999] [-2.8595999999999999:3237.1999999999998] [-110400:32742] [-54569:50533] [-25601:21684] [-1.9413:3.7551999999999999] [-121220:7508.6000000000004] [-9.4586000000000006:3.0712000000000002] [-777050:1005600] [-4907700:2416500] [-3.5528:6421.6000000000004] [-2.3841000000000001:3859.3000000000002] [-1.8844000000000001:2265.0999999999999] [-2.2686999999999999:28.308] [-4.1837:6406.6000000000004] [-13.297000000000001:10.804] [-13.407999999999999:6.319] [-2.3730000000000002:3342.0999999999999] [-22397:39663] [-37882:31527] [-54135:285190] [-3.0364:128.66999999999999] [-21922:40673] [-24.335000000000001:19.193000000000001] [-555170:366600] [-27388:44588] [-3.9630000000000001:22230] [-2.3159000000000001:13472] [-1.9112:3249.8000000000002] [-2.4296000000000002:30.291] [-4.7637999999999998:13939] [-14.045:11.15] [-14.471:7.2553999999999998] [-2.3260000000000001:9986.7999999999993] [-80788:9101.8999999999996] [-96031:28600] [-78856:27997] [-3.8111000000000002:275.38999999999999] [-38099:9126.2999999999993] [-36.381999999999998:30.282] [-440240:271940] [-31583:88057] [-4.4935999999999998:76437] [-2.3953000000000002:17238] [-2.0042:18072] [-2.6255999999999999:30.370000000000001] [-5.4583000000000004:76103] [-11.244999999999999:10.606999999999999] [-14.869999999999999:7.6917] [-2.3576999999999999:17510] [-63240:23966] [-27011:25286] [-308980:655530] [-4.2102000000000004:378.39999999999998] [-85724:27764] [-41.186:32.061] [-557080:1121200] [-23140:353280] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [-3:4] [-3:4] [-3:0.90000000000000002] [-3:10] [1:3] [-3:1.8] [-3:0.75]
tree_sizes=2617 2675 2691 2667 2686 2687 2654 2686 2698 2689 2692 2705 2686 2647 2696 2689 2687 2695 2690 2685 2679 2683 2673 2699 2712 2690 2723 2714 2680 2668 2715 2683 2701 2691 2683 2697 2683 2693 2697 2679 2676 2677 2677 2679 2700 2688 2710 2659 2658 2657 2660 2669 2684 2654 2714 2689 2643 2680 2709 2702 2646 2669 2664 2661 2703 2650 2676 2675 2657 2675 2643 2651 2621 2648 2668 2658 2649 2660 2624 2660 2660 2648 2625 2676 2622 2655 2676 2652 2640 2605 2655 2695 2628 2677 2644 2617 2678 2696 2691 2633

Tree=0
num_leaves=31
num_cat=0
split_feature=117 125 125 83 91 127 83 83 52 108 91 35 110 10 35 52 127 52 15 44 92 3 83 127 125 127 10 102 90 43
split_gain=1454.39 138.428 124.579 104.11 80.7935 54.4082 37.8049 35.1148 29.524 29.3409 26.1446 23.8011 19.8323 19.7303 19.662 19.1935 18.9989 18.7193 17.364 17.341 16.9093 16.6134 16.1789 15.9246 15.7993 12.7752 11.6697 11.4043 11.1112 13.2964
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -1.5791499999999996 -0.51425999999999983 0.37500000000000006 -1.5974499999999996 -1.6615999999999997 2.6704500000000002 -2.2491499999999998 0.7807400000000001 -1.8651499999999996 0.061888000000000006 0.24471000000000001 -1.8010499999999998 4.4663500000000012 0.67500000000000016 6.5497500000000004 0.50879500000000011 0.14929000000000001 -1.9962499999999996 11.405500000000002 -1.4779999999999998 0.67500000000000016 2.2500000000000004 0.22500000000000001 -1.0513499999999996 0.47289500000000001 -5.7003999999999992 -1.1392499999999999
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=2 3 7 9 5 -4 19 10 -9 -2 28 16 22 15 17 -8 25 -11 -5 -3 -18 -10 23 -7 26 -6 -24 -14 -1 -30
right_child=1 6 4 18 11 12 13 8 21 14 -12 -13 27 -15 -16 -17 20 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0485834004002378 0.042094602480225264 0.040228299829526797 0.044750495579594256 0.030418483271664055 0.041938820362886438 0.050541344858219837 0.03547810761626792 0.042559266497471007 0.036976739517989757 0.037268640268671008 0.042896572659619547 0.044454053249813975 0.046587424971430064 0.03811699981951365 0.032002491979080339 0.025147130303119873 0.042081258371141267 0.030194322575357545 0.024511383017131239 0.038390184546964204 0.049646602927453889 0.01939827991401824 0.039741443841280991 0.054284234869379111 0.05093111110362257 0.046287612300717845 0.047692051939098354 0.050110545385783078 0.043404899283729974 0.046202660718344106
leaf_count=2956 1991 30623 6316 4646 1850 7914 6685 12300 1464 9777 12847 20687 5514 11658 2976 482 829 1034 1699 22085 6773 148 647 4434 3050 19377 1610 3937 6296 13047
internal_value=0 -0.0953088 0.0676251 -0.16444 0.0912528 0.129243 -0.0739286 0.02768 -0.014844 -0.120938 0.0445124 0.0656106 0.148719 -0.112396 -0.137325 -0.153686 0.0841827 -0.117512 -0.272617 -0.0601898 0.12708 -0.142095 0.168509 0.188355 0.122334 0.0688199 0.0589059 0.111749 0.0652144 0.0564881
internal_count=225652 93656 131996 22123 82938 33422 71533 49058 13912 15778 35146 49516 27106 18825 13787 7167 28829 10811 6345 52708 7602 1612 17655 12348 5307 21227 2257 9451 22299 19343
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=117 125 125 83 91 127 83 83 16 52 16 69 7 96 2 10 10 40 127 93 38 10 57 3 46 0 11 127 113 57
split_gain=1312.59 124.931 112.433 93.9597 72.9161 49.1034 34.1189 31.6911 30.6744 26.6454 26.2483 24.3546 24.154 21.1043 19.1134 18.5588 18.1855 17.0982 16.9484 19.0679 16.361 14.7898 17.4201 14.4388 14.1277 13.5764 13.3324 12.8355 12.7372 12.609
threshold=1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 -1.5791499999999996 -0.51425999999999983 0.37500000000000006 -1.5974499999999996 -1.6615999999999997 0.22966000000000003 2.6704500000000002 0.036908000000000003 -1.8729499999999997 -0.83244999999999991 -0.38256499999999993 -0.94303499999999996 -0.20988499999999996 -2.0797999999999992 -2.1282999999999999 0.52500000000000013 0.58884500000000017 1.5546000000000002 1.0285500000000003 -0.32301999999999992 4.1096000000000013 0.10202000000000001 3.7589500000000005 -1.1736499999999996 0.67500000000000016 1.0000000180025095e-35 -1.6496499999999996
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=2 3 7 11 5 -4 24 12 14 -9 28 -2 -1 -14 -6 17 23 -13 -10 -20 -11 22 -5 -8 -3 -22 -19 -12 -7 -25
right_child=1 6 4 21 8 10 16 9 18 20 27 15 13 -15 -16 -17 -18 26 19 -21 25 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00022954389913352444 -0.0025595137737211607 -0.0021207980764562013 0.0021687449540581938 -0.011707607929142109 0.0003113291384371618 0.0065494645640011067 -0.0073723402512423921 8.7077384102877563e-05 0.0029930932878578682 -0.0032042285887064871 0.0074481777012346349 -0.0056386571724514369 0.0013107243099031737 0.0043244437736227942 0.0030696832352727715 -0.0051154415101339126 -0.0047187896030140685 -0.0052543804359932748 0.0079130060519045382 0.0039790773398716058 -0.0080057097053614218 -0.010028416410450219 -0.018513296032298465 -0.0091141653674033773 -0.0037667325758981929 -0.024677864326134561 -0.013202402455139154 0.01067060092849645 0.0032625470197562012 -0.024782411294803023
leaf_count=11457 4348 29068 6316 1977 10719 9752 2071 12300 11074 1078 8154 2072 10207 13482 15166 6230 16240 672 5418 7139 345 2575 1793 264 23640 189 2456 4976 4224 250
internal_value=0 -0.0905434 0.0642439 -0.156218 0.0866901 0.122781 -0.0702322 0.026296 0.0623301 -0.0141018 0.141283 -0.114891 0.0422868 0.0605181 0.0385489 -0.139123 -0.106776 -0.183228 0.0883795 0.113529 -0.134991 -0.258986 -0.298887 -0.18468 -0.0571803 -0.278131 -0.229898 0.173388 0.111121 -0.334698
internal_count=225652 93656 131996 22123 82938 33422 71533 49058 49516 13912 27106 15778 35146 23689 25885 11430 18825 5200 23631 12557 1612 6345 3770 2585 52708 534 3128 13130 13976 514
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=117 119 125 124 83 89 83 125 125 119 125 119 125 2 92 127 110 127 35 119 3 35 83 92 83 15 105 36 95 125
split_gain=1184.61 604.275 167.014 108.164 93.2634 83.8596 54.4403 49.5179 43.2609 64.2934 42.1822 31.0616 53.5584 27.6444 25.1844 23.9974 21.0458 20.5446 22.1202 22.1381 19.3838 18.5744 18.3607 18.0763 17.0554 16.8957 16.7241 15.5859 15.3961 15.1993
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 7.5000000000000009 -1.5791499999999996 -1.3140499999999997 -1.5974499999999996 1.7500000000000002 1.2500000000000002 1.0000000180025095e-35 1.7500000000000002 1.0000000180025095e-35 1.7500000000000002 -1.3508499999999997 -2.4371999999999994 0.37500000000000006 -3.1417999999999995 0.37500000000000006 -1.6903499999999998 1.0000000180025095e-35 4.7557000000000009 -1.1607499999999999 -1.5564499999999997 -3.2936499999999995 -1.6615999999999997 4.9826000000000006 0.64663500000000018 1.0853500000000003 1.2014500000000001 2.2500000000000004
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=3 2 4 5 14 11 23 -3 9 22 -5 12 24 -10 -2 -14 -17 -15 19 26 -8 -16 -7 -4 -1 -22 -19 -20 -12 -18
right_child=1 7 6 10 -6 8 20 -9 13 -11 28 -13 15 17 21 16 29 18 27 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0050987571227343606 -0.001581309573908507 0.0040969438848076 -0.00094356149029945359 -0.002805738897616759 -0.016989138005237568 -0.00066420180165431683 -0.0077649721115620341 -7.4733922395895861e-05 0.0014926785047942336 0.0054748383070029345 0.00055436977145697792 0.0030051349644542309 0.0036518228374060554 0.0019994214853193736 -0.008642352969462733 0.012750963472076538 0.0058685262442217693 0.0080463921814168411 0.0035838420213749494 0.003001722177955188 -0.0117997243536331 -0.013919169770920801 -0.0055690982970605374 -0.0048750084415295153 0.00051004070906496854 -0.02787100078724325 0.0048452883904628839 -0.0013415718325984834 0.0041660261810458855 0.0097246771514066608
leaf_count=6453 1065 11128 3237 8716 5110 6617 11182 19718 15234 4042 10110 7576 2270 10588 8848 3202 4374 8140 12142 6555 897 2055 2681 30216 2951 200 8181 1851 4167 6146
internal_value=0 -0.0860162 -0.142307 0.0610317 -0.226689 0.0741791 -0.110795 0.0286048 0.0559135 0.00420318 -0.00129632 0.116298 0.133062 0.0669169 -0.178402 0.168278 0.184034 0.0788144 0.0899645 0.109122 -0.167744 -0.192739 -0.0415697 -0.0898918 0.0731761 -0.294595 0.128836 0.0586461 0.0321699 0.162427
internal_count=225652 93656 62810 131996 17078 109003 45732 30846 76031 13340 22993 32972 25396 62691 11968 15992 13722 47457 36869 22876 12279 10903 9298 33453 9404 1097 16321 13993 14277 10520
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=126 119 126 83 124 89 126 83 44 83 119 127 83 119 110 7 36 7 14 71 126 110 57 5 49 0 4 107 127 5
split_gain=1069.11 545.358 204.526 118.19 97.6184 75.6833 33.7685 34.9383 29.8754 28.694 36.4583 28.1365 26.0164 29.3305 25.2471 25.06 21.2104 20.0105 19.4033 19.2934 19.1065 18.7165 17.8831 17.2837 16.9507 15.5771 15.2923 15.0343 14.7282 14.4802
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 -1.5791499999999996 7.5000000000000009 -1.3140499999999997 0.90000000000000013 -1.6615999999999997 0.53538500000000011 -1.5369999999999997 1.0000000180025095e-35 0.37500000000000006 -1.7867499999999998 1.0000000180025095e-35 1.3988500000000001 -1.0183499999999996 2.0698500000000002 -1.5208499999999996 0.64578000000000013 -4.1245499999999993 0.70000000000000007 -2.0761499999999997 -1.1572499999999997 2.7842500000000006 2.8047000000000009 4.600950000000001 0.33407000000000003 2.1799500000000003 0.37500000000000006 3.4284500000000002
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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leaf_value=0.0024567042133455449 -0.0029787736435288024 -0.00042016666286983804 -0.003786994186731671 -0.014636022010757003 -0.0029309644209181474 0.0016004908153022649 -0.0045839349977108831 -0.0086630607544617953 -0.0086134293141793047 0.00077033267890529861 0.0044431522897898012 0.010607682660684582 0.0057706276348658443 0.0032870740674033894 -0.015065230805683448 0.0010841011879545181 -0.0040913999992817519 0.00069667423353321793 0.0020148797394611679 0.0023806864991713895 0.0022292368421187488 0.0069186807152122557 -0.0096574815917580947 -0.018103002005505037 -0.010038452853728659 -0.019665508732401037 -0.0049402341601530713 -0.0062042759641101871 0.0048960517997716927 -0.022229286833198917
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internal_value=0 -0.0817154 -0.135191 -0.201491 0.0579801 0.0704701 -0.0860765 -0.121392 -0.159341 0.0531178 0.020638 0.110483 0.124393 0.144933 -0.208355 0.0647373 -0.00603716 -0.00123151 0.0772683 0.0784113 0.0271746 0.164719 -0.127375 -0.197409 0.0149222 -0.122988 -0.157384 0.00655563 0.0870222 -0.306398
internal_count=225652 93656 62810 26729 131996 109003 36081 15468 19068 76031 20033 32972 26878 18719 7527 55998 14402 22993 8159 39496 30846 14977 11541 4347 3097 1400 7299 13002 34291 7661
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=118 120 125 125 120 35 80 120 16 125 81 69 35 125 7 7 80 74 3 107 52 16 5 125 35 75 35 6 102 2
split_gain=964.871 492.186 147.251 92.3973 74.8087 58.9376 56.8621 45.8959 47.8772 44.6844 36.3385 34.4091 34.5447 33.4917 24.1224 19.026 18.3822 17.6467 17.557 17.0765 16.9117 15.881 14.9893 14.102 14.0881 14.0486 13.6026 21.2462 13.4307 13.3108
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 1.0000000180025095e-35 -1.8187999999999998 0.021778000000000002 1.0000000180025095e-35 0.90250000000000019 1.7500000000000002 -2.0255499999999995 -1.9155999999999997 -2.1373499999999996 1.2500000000000002 -2.2475499999999995 -1.9925499999999998 3.9654000000000003 -3.4560999999999997 4.7557000000000009 -0.72553499999999993 6.5497500000000004 0.32853000000000004 3.7723500000000008 2.2500000000000004 -1.8187999999999998 -10.692499999999999 -1.1316499999999998 -1.6569499999999999 -3.0016999999999991 -1.8496499999999998
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 9 5 4 -2 20 15 -8 17 -1 -7 -4 -13 16 -15 -5 21 -9 23 -16 25 -6 -12 -14 -17 -3 -23 -28 -27 -19
right_child=3 2 11 6 13 10 7 8 -10 -11 22 12 18 14 19 24 -18 29 -20 -21 -22 26 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0038240021007305575 0.0045215462342528649 0.0010065747672812111 -0.0025838396501109005 -4.5021848245778774e-05 -0.0036783029565062501 -0.0019785809335452573 0.0017354983671433186 0.0067365583952976142 0.008860605707167896 -0.0001388441081255076 -0.01413046278973098 -0.0043479463610666394 -0.0083376985530906958 -0.0043360169295791782 0.0039135122193211481 0.0037703202072446717 0.0024671709590799312 -0.00014962667025703047 -0.013211099712588624 0.00070976378346599518 -0.01449803199412027 0.00096119684301757848 -0.023092961638873918 -0.0050426345590696671 0.00184819491699131 -0.018975920245550046 -0.012438329788986768 -0.00093735923753438151 -0.0072992667658502075 0.0042624951274893262
leaf_count=11128 11707 496 11558 5992 8573 602 7587 6692 10252 19718 6272 19345 8195 1679 6740 23164 2402 2023 1256 10863 864 4949 504 5378 16200 254 535 1610 8086 11028
internal_value=0 -0.0776297 -0.128432 0.0550811 0.0206801 -0.207665 0.0754294 0.104194 0.12177 0.0258158 -0.275024 -0.0988432 -0.114795 -0.00118207 0.0278053 0.0515948 -0.0321154 0.0929799 -0.151109 0.0387289 -0.156431 -0.0446043 -0.295942 -0.140642 0.0595856 -0.143374 -0.00960443 -0.076118 -0.153098 0.0715717
internal_count=225652 93656 62810 131996 49058 17078 82938 37582 29995 30846 7378 45732 34174 37351 19282 45356 18069 19743 14829 17603 9700 15667 6776 13573 39364 8836 7094 2145 8340 13051
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=117 120 83 124 89 69 35 10 120 99 10 14 54 1 36 34 124 44 7 7 3 25 57 54 67 14 10 120 79 8
split_gain=870.796 444.197 105.377 87.2045 63.8738 29.8131 26.0819 24.7698 24.3286 28.8365 27.6877 23.6061 21.0064 20.969 20.3302 18.5267 18.0481 17.6595 17.0324 16.5457 15.9795 15.4546 15.111 14.0663 12.7315 15.2731 12.1297 11.2433 13.818 10.9426
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.5974499999999996 7.5000000000000009 -1.3140499999999997 -1.9155999999999997 -1.8651499999999996 -0.23310499999999998 1.0000000180025095e-35 -1.5705999999999998 -0.60707999999999995 0.96969000000000005 1.5664500000000003 -1.9141499999999996 1.0853500000000003 -1.2532499999999998 1.0000000180025095e-35 -0.73889499999999997 -1.5208499999999996 -1.9925499999999998 0.96058500000000013 -0.67481999999999986 -0.32301999999999992 3.8270500000000003 -1.5704499999999999 6.6397500000000012 1.0114500000000002 1.0000000180025095e-35 -0.75253999999999988 2.3187500000000005
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=3 -2 5 4 8 17 19 12 -1 16 23 13 21 -7 -8 -13 -10 -3 -5 27 -16 -4 -9 -11 -20 -26 -24 -6 -29 -28
right_child=1 2 7 18 6 11 14 22 9 10 -12 15 -14 -15 20 -17 -18 -19 24 -21 -22 -23 26 -25 25 -27 29 28 -30 -31
leaf_value=0.0025578838053066971 0.0012262522397938429 -0.0015346607778025307 -0.0080728770676880886 -0.0028291290483886669 0.0038239615180427206 -0.0088866958813046248 0.0017870601595876626 -0.0050861782896007412 0.0089182974719838222 0.0011324152393565607 0.0061801493968419953 -0.0052432156442907517 -0.019101821058140348 -0.0041033597128195915 0.00028399591114495467 -0.0094055407011955691 0.0055578059860728101 -0.0053942794109350439 0.0011149094433878539 0.0035190932923605703 -0.0063854223535468272 -0.013766319650265405 -0.012131334467247783 -0.017653466216927649 -0.0014215795582116612 -0.014924670211904873 -0.0074269548477602981 -0.0040903977525729596 0.0025686736156820896 -0.015928667974830776
leaf_count=7576 30846 8783 2494 4806 1609 2611 27392 3078 7224 4316 4814 4811 905 18704 2565 6017 8940 4473 15108 39883 1382 2283 2465 102 2853 226 5781 1859 1341 405
internal_value=0 -0.0737482 -0.12201 0.052327 0.0641321 -0.0966445 0.0481909 -0.188151 0.100891 0.115727 0.0711397 -0.113101 -0.242342 -0.093786 0.0260729 -0.151123 0.141193 -0.0567404 -0.00363718 0.0637006 -0.0410246 -0.215877 -0.161898 0.013974 0.0103539 -0.0482543 -0.183308 0.00828986 -0.0259966 -0.159671
internal_count=225652 93656 62810 131996 109003 45399 76031 17411 32972 25396 9232 32143 5682 21315 31339 10828 16164 13256 22993 44692 3947 4777 11729 4418 18187 3079 8651 4809 3200 6186
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=126 120 126 99 125 120 127 91 125 125 120 125 83 1 126 83 125 83 3 91 38 125 70 1 125 10 127 67 57 14
split_gain=785.894 400.888 180.417 110.743 83.2623 67.2932 50.0235 51.9798 49.964 49.1168 44.3105 41.3625 32.9212 30.2605 29.6584 26.7515 25.8228 30.4429 23.2151 22.4148 19.6989 16.7951 16.3821 16.1819 15.7707 15.4354 14.5553 14.4503 14.9218 13.8468
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 -1.4262499999999998 1.7500000000000002 1.0000000180025095e-35 0.37500000000000006 0.19614500000000004 1.2500000000000002 1.2500000000000002 1.0000000180025095e-35 1.2500000000000002 -1.5791499999999996 -1.2400499999999999 0.90000000000000013 -1.6615999999999997 2.7500000000000004 -1.4955499999999999 3.1904500000000007 0.7807400000000001 0.74379500000000009 1.2500000000000002 -1.60625 -1.4248499999999999 1.2500000000000002 -1.8608499999999999 0.67500000000000016 -1.4646999999999999 -3.8282499999999993 1.4241500000000002
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=4 11 14 8 5 -1 -6 10 27 -5 -8 -2 13 -7 -3 -16 17 23 -14 24 -20 -17 -9 -12 -15 -19 -18 28 -4 -10
right_child=1 2 3 9 6 12 7 22 29 -11 16 -13 18 19 15 21 26 25 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0041604452645060868 0.0053055259771275865 -0.0022472211221512351 -0.0033269330248168259 -0.018300704936822055 0.001063673958935639 -0.0023065651232488126 0.0014692742946100196 0.00070072467004668579 -0.0036236888634493709 -0.010626101329882853 0.0028947389357679223 0.0003553099896870188 -0.0015206115615736399 0.0010799424739070106 -0.0038438491409292196 -0.013422811787851544 0.0068401825136467798 -0.0022969021340832115 -0.0048414348726368789 -0.00071850255477284007 -0.017571136572371669 -0.0065196276843302627 0.0032891874113108164 0.0072564314024652883 0.0044688568597103968 0.00366237352355251 0.011104936925370047 -0.029012847973883732 -0.011089560000067682 -0.007273888094268089
leaf_count=11707 5045 20613 708 3284 17348 6118 5995 8498 8191 5709 2578 25801 9357 6579 11121 1228 5023 1400 1236 6479 403 3119 21776 12141 7179 4854 3325 103 4929 3805
internal_value=0 -0.0700608 -0.11591 -0.178179 0.0497107 0.0170545 0.0690269 0.0816573 -0.132344 -0.268573 0.107722 0.0232988 -0.00368045 0.0154962 -0.0697804 -0.102877 0.123738 0.105015 -0.0496427 0.0341273 -0.159429 -0.169395 0.051252 0.12985 0.0569659 0.046567 0.170777 -0.209074 -0.202292 -0.0956298
internal_count=225652 93656 62810 26729 131996 49058 82938 65590 17736 8993 35316 30846 37351 26355 36081 15468 29321 20973 10996 20237 1639 4347 30274 14719 13758 6254 8348 5740 5637 11996
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=117 119 126 99 124 89 126 92 83 7 119 124 83 119 110 119 36 126 92 71 3 2 46 7 5 10 57 80 43 86
split_gain=709.269 361.802 162.826 99.9453 77.9599 55.0729 26.7668 24.6858 24.1433 21.995 21.1086 26.0733 20.5158 22.0363 20.1238 20.0807 18.351 17.4753 16.6251 16.1603 16.0855 15.5468 15.0726 14.7627 14.5872 13.9895 21.5423 13.415 12.8433 12.5739
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 -1.4262499999999998 7.5000000000000009 -1.3140499999999997 0.90000000000000013 -2.7811999999999997 -1.6615999999999997 -1.9925499999999998 1.0000000180025095e-35 1.0000000180025095e-35 -1.7867499999999998 1.0000000180025095e-35 0.99787500000000018 1.0000000180025095e-35 2.1222500000000006 0.90000000000000013 5.0190500000000009 -3.8535499999999998 3.3437500000000004 -0.99875499999999995 0.73276500000000011 -1.5208499999999996 2.7842500000000006 0.85621000000000003 0.062219000000000003 -0.73313499999999987 0.72218500000000019 -0.18746999999999997
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=4 2 6 7 5 10 -2 -4 -8 15 11 18 19 16 29 27 -14 -3 -1 -11 -18 28 -16 -6 -10 26 -5 -7 -13 -9
right_child=1 17 3 25 23 9 8 14 24 12 -12 21 13 -15 22 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0060135794574256406 -0.0021348600787542238 -0.0001767169757705736 -0.00019795328752839428 -0.011773220633922906 -0.0027490670830546213 -0.003409346979417699 -0.0036516566624959969 -0.0081945159878941323 -0.0069370184734450979 0.00047232119439930497 0.0023097133447972755 0.00021579142408287915 0.00054425909708840704 0.003786851926271294 -0.0070970861078616613 0.0034401274360170379 -0.0028956307888923522 0.0022102625970426867 0.010472361805367748 0.0033639069563104976 -0.016831721830054779 0.0049432576987588541 -0.01229475012881707 0.00036679952910663915 -0.015609349110398255 -0.010488273684717222 -0.018367639368029848 0.0010401669193625962 0.0086398054410983961 -0.0044121024498780413
leaf_count=8610 20613 14261 1522 3027 4806 3941 11121 3142 3791 5443 7576 3576 11284 5198 3400 2934 960 16585 2761 43036 264 9931 2365 18187 556 3870 2096 2971 518 7307
internal_value=0 -0.0665577 -0.110114 -0.16927 0.0472251 0.0583869 -0.0662914 -0.125727 -0.0977335 0.0435847 0.0925198 0.106339 0.0501449 0.0210122 -0.137157 -0.000513034 -0.00173003 0.0221339 0.141924 0.0607851 -0.118029 0.0774882 -0.184587 -0.00568959 -0.160925 -0.255145 -0.289425 -0.0299361 0.0256331 -0.110989
internal_count=225652 93656 62810 26729 131996 109003 36081 17736 15468 76031 32972 25396 66185 17706 16214 9846 12508 30846 11371 48479 1224 14025 5765 22993 4347 8993 5123 6912 4094 10449
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=117 119 125 125 124 99 91 120 125 99 16 16 124 111 65 119 79 99 92 80 119 10 124 45 3 44 110 10 125 10
split_gain=640.115 326.526 117.113 74.99 77.6173 55.7068 42.2331 39.9695 37.9428 28.8278 26.2064 24.1847 22.4496 18.3246 17.6906 17.1906 18.6938 17.0397 16.083 15.1585 16.0846 14.9319 14.8888 15.3867 14.6767 14.6326 14.3908 14.0005 13.8529 13.0853
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 1.7500000000000002 1.0000000180025095e-35 -1.5534999999999999 -0.51425999999999983 1.0000000180025095e-35 1.7500000000000002 -1.4262499999999998 0.036908000000000003 0.22966000000000003 1.0000000180025095e-35 -0.36227499999999996 -1.83205 1.0000000180025095e-35 -0.62730499999999989 -1.6701999999999997 -3.1279999999999997 3.9654000000000003 1.0000000180025095e-35 -2.1740499999999998 7.5000000000000009 0.7679450000000001 1.6312500000000003 -0.36117999999999995 0.20676500000000003 1.0462500000000003 1.2500000000000002 0.10618500000000002
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=3 2 5 4 19 18 7 -5 -3 25 -9 12 -8 -6 -7 16 -13 29 -2 20 28 -11 23 -18 -19 -4 -12 -16 -1 -15
right_child=1 8 9 6 13 14 11 10 -10 21 26 15 -14 17 27 -17 22 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010579011024829399 0.002187825633635915 0.0033856648530966407 -0.0019951983909892207 0.0010899199988851254 -0.0027013748404173532 -0.0056575412926554106 0.0026420502369632879 0.0038571357372150341 -0.00026602534060436825 -0.0097876468094697106 0.0079954999435147833 0.0028116976609386161 -0.00030295029568884496 0.0001432223651758659 -0.015424295289687568 0.0010760411327722813 0.0056025172162166717 -0.00066512806320847748 -0.0069801358190304356 0.0060873259001351238 0.0036519823920441691 -0.0051173042621297368 0.0019273455171306129 0.011271039821710148 -0.0066263072012754335 -0.0041579822784745942 0.0042681458457461234 -0.010266143122837896 0.0026573296251148565 0.0044445965995515034
leaf_count=4882 502 11128 15911 6731 11442 835 13008 13538 19718 1984 9608 10363 12877 6373 3456 5994 3907 3872 10161 2998 10474 12457 1641 1726 1408 15380 3545 2124 5162 2447
internal_value=0 -0.0632298 -0.104608 0.0448639 0.0138723 -0.175269 0.0631955 0.0906621 0.0210272 -0.0782211 0.108028 0.0446562 0.02354 -0.0242938 -0.248903 0.0677864 0.0835099 -0.000165294 -0.13097 0.0553267 0.0456217 -0.115179 0.122369 0.146788 -0.0450955 -0.0611648 0.139818 -0.269217 0.01703 0.0267317
internal_count=225652 93656 62810 131996 49058 17078 82938 33422 30846 45732 26691 49516 25885 25542 6415 23631 17637 14100 10663 23516 20518 14441 7274 5633 5280 31291 13153 5580 10044 8820
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=117 119 126 125 125 124 99 99 80 125 119 16 126 72 125 124 113 125 2 2 1 80 119 110 16 125 11 44 3 14
split_gain=577.704 294.69 144.708 86.8168 67.6785 70.0496 42.6656 40.0703 38.2036 35.1645 32.8576 38.598 23.7353 17.4224 17.1563 16.9234 16.6313 16.1657 15.7073 15.6512 14.2216 13.6805 14.5163 13.2143 12.5592 12.5022 12.3198 12.2385 17.2903 12.0547
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 1.2500000000000002 1.7500000000000002 1.0000000180025095e-35 -1.8596999999999999 -1.4262499999999998 0.021778000000000002 1.2500000000000002 1.0000000180025095e-35 0.90250000000000019 0.90000000000000013 -1.9434499999999997 1.2500000000000002 7.5000000000000009 1.0000000180025095e-35 1.2500000000000002 -1.6974499999999997 -0.67109499999999989 -1.7803499999999997 3.9654000000000003 1.0000000180025095e-35 1.0216500000000004 -0.6900099999999999 1.2500000000000002 -1.2244499999999998 -0.73889499999999997 4.3416000000000006 1.4241500000000002
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=4 2 12 6 5 21 23 29 19 -3 11 16 -2 -14 27 -13 -10 -15 -16 24 -18 22 25 -4 -6 -1 -25 -7 -29 -5
right_child=1 9 3 7 8 14 -8 -9 10 -11 -12 15 13 17 18 -17 20 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.001005006152415394 -0.0017923642472155291 0.0048165673331696289 -0.0071937094725497558 -0.0030016580266308255 -0.00048473249775586488 -0.00049199076486289837 -0.01604080418443592 -0.0091709283985470635 0.0046108609822066013 0.00025228085335016903 0.0012410778175321112 0.0084446249919679795 -0.0028950452718059204 -0.010197349654552124 -0.0038164011912848101 0.0034119471934877126 -0.0037545229720973429 -0.0047625933175043994 0.00085665725904996218 0.0027846371626791683 0.0025804556564013531 0.0057829595046162072 0.003469383302903173 -0.0046055116720228164 0.0021462378912522465 0.0025244629922914165 -0.014400284239780282 -0.002958390804830232 -0.011046023960269876 -0.0064074646599341272
leaf_count=4882 20613 5045 3570 8191 8685 4709 3527 5709 13567 25801 7587 8151 8656 1896 2147 2101 1072 4916 11069 27176 5104 2998 10474 407 9495 5162 1520 6886 731 3805
internal_value=0 -0.0600683 -0.099378 -0.155145 0.0426207 0.0131787 -0.234974 -0.114458 0.0600357 0.0199758 0.0836135 0.0984844 -0.0580652 -0.0876734 -0.0230791 0.148265 0.0726347 -0.125505 0.00194995 0.0404991 0.0296172 0.0525604 0.0433406 -0.179896 0.0177873 0.0161785 -0.246631 -0.0499155 -0.0746911 -0.0816389
internal_count=225652 93656 62810 26729 131996 49058 9024 17705 82938 30846 37582 29995 36081 15468 25542 10252 19743 6812 13216 45356 6176 23516 20518 5497 18180 10044 1927 12326 7617 11996
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=117 119 126 125 124 89 99 35 125 125 119 125 65 126 83 19 125 119 83 10 80 124 7 119 125 5 83 16 126 10
split_gain=521.378 265.957 130.599 78.3522 65.1083 43.8649 38.5057 36.6907 32.2312 27.1078 39.366 25.7641 22.673 21.4211 19.0153 18.2462 17.8407 38.9806 18.8183 17.9948 15.5372 13.751 13.4277 16.7992 15.5752 12.9645 12.5104 13.4311 11.8909 11.137
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 1.2500000000000002 7.5000000000000009 -1.3140499999999997 -1.8596999999999999 -1.7375499999999999 1.7500000000000002 1.2500000000000002 1.0000000180025095e-35 2.2500000000000004 -1.8896999999999997 0.90000000000000013 -1.6615999999999997 -2.0850499999999994 2.2500000000000004 1.0000000180025095e-35 -1.6615999999999997 -0.35329499999999997 4.9006500000000006 1.0000000180025095e-35 -2.1876499999999997 1.0000000180025095e-35 2.7500000000000004 2.7842500000000006 -1.5564499999999997 -2.4978999999999996 0.70000000000000007 0.12699500000000002
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=4 2 13 6 5 16 -4 -5 28 10 26 -6 -9 -2 -15 22 18 21 20 -20 -1 -18 -11 24 -24 -16 27 -7 -3 -29
right_child=1 8 3 7 11 9 -8 12 -10 15 -12 -13 -14 14 25 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0030089426944569474 -0.0017027460110134573 0.00075750468294191189 -0.0085450603784364941 -0.0035609590347064485 -0.0016777695672494271 -0.0070450002533162153 -0.015238764036163874 -0.0023186362468926558 -0.00026533817398667077 -0.00013326810000387199 0.0039468612513131199 0.0017876471986010068 -0.0095448442422682179 -0.0030684423557314211 -0.0059227957209683733 0.0012177878455563232 0.0092355953691898324 0.00042691542637043943 -0.0017108694848654968 0.0036889137950677216 0.0064945094368767083 0.0053930783753240443 0.0033058575875494047 0.0016169330145557063 0.0063266661106421793 -0.01409856152972843 -0.0048448433323858148 -0.0024216182460873189 0.0042405604328723768 0.0019664754458928418
leaf_count=9797 20613 3643 5497 10544 14471 761 3527 1334 19718 3188 4042 8522 5827 11121 3791 23765 4226 2831 3248 2939 4746 5185 19365 10900 5473 556 2681 2603 7485 3253
internal_value=0 -0.0570649 -0.0944091 -0.147388 0.0404897 0.05069 -0.223225 -0.108735 0.018977 0.0374796 -0.00345365 -0.00786733 -0.163974 -0.055162 -0.0832897 0.0461898 0.0811523 0.111422 0.0632768 0.0170836 0.0829286 0.142371 0.0595199 0.0650671 0.0794297 -0.13937 -0.0392704 -0.0159219 0.0620061 0.000319236
internal_count=225652 93656 62810 26729 131996 109003 9024 17705 30846 76031 13340 22993 7161 36081 15468 62691 32972 12242 20730 6187 14543 9411 38926 35738 24838 4347 9298 6617 11128 5856
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=118 120 125 124 83 89 125 125 120 125 83 2 75 54 125 120 83 15 14 16 71 79 124 2 34 15 52 83 16 49
split_gain=470.544 240.027 88.3691 58.7603 45.3255 39.5881 29.9167 24.4648 35.5278 23.4683 22.3898 18.0875 16.8479 16.6047 16.1012 35.18 16.9835 16.853 13.4426 12.7153 12.5085 12.1688 12.1983 12.6018 11.5441 14.6327 11.3874 11.2906 12.1216 11.7564
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 7.5000000000000009 -1.5791499999999996 -1.3140499999999997 1.2500000000000002 1.2500000000000002 1.0000000180025095e-35 1.7500000000000002 -1.5974499999999996 -0.67109499999999989 -10.692499999999999 0.82197000000000009 2.2500000000000004 1.0000000180025095e-35 -1.6615999999999997 0.34951500000000008 0.96969000000000005 -0.044072999999999994 -13.094499999999998 -0.59654499999999988 1.0000000180025095e-35 -2.0256499999999993 -1.7554999999999998 0.88560500000000009 6.5497500000000004 -1.5564499999999997 -2.4978999999999996 0.79799000000000009
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 6 4 5 12 14 -1 8 -7 -5 18 21 -3 -12 16 -16 -2 -18 -4 -17 -13 22 -9 -24 26 -26 -14 28 -10 -29
right_child=3 2 10 9 -6 7 -8 11 27 -11 13 20 24 -15 15 19 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0044228090646762563 0.003939109907991541 0.00029564896814641777 -0.0019566415254645021 -0.0024181309094599753 -0.011495498462038848 0.003749518121584867 0.00021285086839313035 0.0014019506541434364 -0.00669275011595598 0.00087441252442189011 -0.0041776171104934961 -0.00016225923489008383 -0.0035583963177583579 -0.0085902889331421015 0.00040556945458399311 0.0048414367623446954 0.002782175699101175 -0.0026440584710512652 -0.0040801267935007155 0.0085207894788002191 0.0031494860270864008 0.0025238580261909365 -0.0051399281643416221 -4.9789799172502189e-05 -0.0059942898214154789 -0.010977474907143946 -0.010821345366555482 -0.0027447175796364324 1.5163766280646167e-05 -0.01050326263907763
leaf_count=5045 14543 1014 22245 8716 5110 4042 25801 9087 761 14277 9533 3105 3994 2746 2831 4497 3940 2247 11208 4914 34886 9674 1706 4233 4006 2330 624 2039 5856 642
internal_value=0 -0.0542117 -0.0896887 0.0384652 -0.151069 0.0481555 0.0180282 0.0356056 -0.00328097 -0.00747396 -0.0667671 0.0438803 -0.117406 -0.103289 0.0770947 0.105851 0.0601129 0.0162294 -0.0533618 0.135253 0.0575763 0.0228145 0.00500472 -0.030239 -0.128821 -0.156536 -0.0907958 -0.0373069 -0.0151258 -0.092052
internal_count=225652 93656 62810 131996 17078 109003 30846 76031 13340 22993 45732 62691 11968 12279 32972 12242 20730 6187 33453 9411 37991 24700 15026 5939 10954 6336 4618 9298 6617 2681
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=117 120 126 99 107 110 44 10 126 113 120 2 83 69 83 126 3 43 83 52 100 14 90 52 120 83 7 54 102 42
split_gain=424.666 216.624 116.121 66.1608 38.8487 22.1957 20.956 27.0497 18.9986 18.7488 18.2327 31.3284 18.446 16.5319 15.5828 15.1997 15.1332 14.0827 14.6574 14.3181 13.4636 13.068 12.7605 12.3449 12.2271 16.1109 11.3277 11.2037 10.779 10.7569
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 -1.4262499999999998 0.44783500000000004 -1.9131499999999997 0.53538500000000011 -0.80598499999999984 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.94303499999999996 -1.7867499999999998 -1.8453499999999996 -1.6615999999999997 0.70000000000000007 7.3308000000000009 0.51039500000000004 -1.5564499999999997 4.7362000000000011 3.4019500000000007 3.3108500000000007 0.90304000000000018 -0.42367499999999997 1.0000000180025095e-35 -1.4955499999999999 -2.2172499999999995 0.65608500000000014 -2.6326499999999995 0.79568500000000009
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=4 15 8 6 5 24 13 20 -3 17 -6 21 -13 -4 -10 -2 -14 18 26 -20 -8 22 -12 -5 -1 -26 -7 -16 -15 -27
right_child=1 2 3 23 10 9 7 -9 14 -11 11 12 16 28 27 -17 -18 -19 19 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0014345570425274823 -0.00073029774792040289 -0.0014159328119858904 -0.00094917934921721686 -0.008352853081958456 0.0022935448666918578 -0.0013780186866750414 -0.013001971536581098 -0.004559974216443519 -0.0027421050714300831 0.00072781804868973809 0.0012586556468806532 0.0020764086602773233 -0.0003822374828549553 -0.015142164482716837 -0.0047943182689558373 0.0016327633021321496 -0.011020397264391333 0.0043177290286901043 0.00082549286429552452 -0.0083276442450493839 -0.0052934615685523538 -0.0058491409010441942 -0.0021809824910741416 -0.012059007355305932 0.0059381895759901843 0.0015248322462401765 0.0030958837724026625 -0.010631158671360448 -0.0046663320940660046 0.0085601983432357816
leaf_count=3470 10135 20613 3810 4386 15328 1516 2055 4208 11121 17659 3955 19423 6649 255 3246 20711 352 9914 7517 453 782 1629 8473 4607 9538 4295 21203 1101 6626 622
internal_value=0 -0.0515011 -0.0852043 -0.13516 0.0365419 0.0512251 -0.0997335 -0.142078 -0.0481965 0.0417577 0.0164974 0.0053752 0.0256656 -0.07183 -0.0746861 0.0171268 -0.0183422 0.053588 0.0430029 0.00610491 -0.217543 -0.0327662 -0.0217275 -0.205029 0.0819972 0.0947936 0.055947 -0.125453 -0.101091 0.0482961
internal_count=225652 93656 62810 26729 131996 76187 17736 7045 36081 58262 55809 40481 26424 10691 15468 30846 7001 40603 30689 7970 2837 14057 12428 8993 17925 14455 22719 4347 6881 4917
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=127 119 126 99 124 89 42 44 10 126 83 119 121 57 2 126 52 113 83 6 14 85 100 65 10 109 5 40 80 10
split_gain=399.592 193.08 113.997 59.7101 51.6219 33.9535 24.149 18.9128 24.4124 17.8135 15.7982 22.0004 15.1892 15.1834 15.1101 14.5918 14.416 14.2991 14.0635 12.9168 17.8693 12.6214 12.1509 11.6007 13.4577 11.708 11.2536 11.2215 11.0654 12.4623
threshold=0.22500000000000001 1.0000000180025095e-35 1.3 -1.4262499999999998 7.5000000000000009 -0.76380999999999988 0.9889300000000002 0.53538500000000011 -0.80598499999999984 0.90000000000000013 -1.7867499999999998 1.0000000180025095e-35 1.5000000000000002 -1.6043499999999999 -0.79732999999999987 0.90000000000000013 2.5962500000000004 1.0000000180025095e-35 -1.6615999999999997 -2.5946499999999992 2.9308500000000004 -1.57365 3.4019500000000007 -1.83205 -2.2691499999999993 -13.205499999999999 2.7842500000000006 -1.6736499999999996 4.9006500000000006 -1.61805
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 9 7 5 6 10 13 22 -1 11 14 19 -4 -2 -3 -12 -6 -11 20 -7 -21 -9 -5 25 -25 -20 -14 29 -16
right_child=4 15 3 23 17 12 -8 8 -10 18 16 -13 27 -15 28 -17 -18 -19 26 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013895880877827342 0.0025179149996360623 -0.00027290420446221661 -0.00068209600490787867 -0.0044732745152897138 0.00053106014651262579 0.001051867247314611 0.007910335276320575 -0.012351872950470542 -0.0043319756460002933 -0.0026049997850920194 0.0022781456473968064 0.0011522383395464182 0.0021619591413606521 -0.0047125637061329623 0.001530057099608944 0.0018023936414865418 -0.0032397556446488542 -0.0022553692764438033 -0.0049847566143041361 0.00079674826879207498 -0.0067776696250590063 0.0028386242336699741 -0.0050287885346647614 -0.0018004820081042061 -0.009509389710327127 -0.017164780277847621 -0.012601956377688335 -0.00067239673001627629 0.0079335190615724294 0.0057287987259559171
leaf_count=25049 5609 17311 3450 937 15162 4462 2922 2055 4208 11121 9459 5690 5313 7241 2326 16585 1353 6612 3791 9758 871 33723 782 141 6887 1028 556 10189 3704 7357
internal_value=0 -0.0466902 -0.0777103 -0.128402 0.0379274 0.0473013 0.0708226 -0.0947468 -0.134974 -0.0442688 0.0636296 0.0775911 0.0332505 -0.0682385 0.0939297 0.0148504 0.0317528 -0.00630161 -0.0709518 0.0419108 -0.00453748 0.0476077 -0.206666 -0.194778 -0.207027 -0.306232 -0.119181 0.00598044 0.112186 0.094404
internal_count=225652 101142 67246 26729 124510 102736 38420 17736 7045 40517 35498 24686 64316 10691 18996 33896 10812 21774 15468 48814 5333 43481 2837 8993 8056 1169 4347 15502 13387 9683
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=127 119 126 99 124 91 65 35 126 94 16 2 119 16 16 126 10 106 127 119 27 35 7 61 83 61 66 11 7 90
split_gain=360.632 174.254 102.882 53.8884 46.5887 31.2417 16.2398 18.8024 16.0767 15.3599 15.1726 15.1186 23.9621 14.6793 13.1822 13.1691 13.1334 12.8348 12.7561 12.9056 13.6106 14.6742 14.7476 12.7172 12.6923 12.562 12.4935 11.752 11.6612 11.6068
threshold=0.22500000000000001 1.0000000180025095e-35 1.3 -1.4262499999999998 7.5000000000000009 -0.48914999999999992 -1.8896999999999997 -2.1373499999999996 0.90000000000000013 -2.2779499999999993 0.45780500000000007 -1.1902499999999996 1.0000000180025095e-35 -0.91220499999999982 0.93919500000000011 0.90000000000000013 -1.8173499999999996 -3.6774499999999999 0.37500000000000006 1.0000000180025095e-35 0.62478500000000003 -0.74782999999999988 -0.18651499999999996 -1.6138499999999996 -1.6615999999999997 -0.087709499999999982 -1.7299999999999998 1.3202500000000004 -2.9552499999999995 1.1102500000000004
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 8 6 5 9 25 -8 -1 26 -5 12 13 28 23 -3 17 -11 -18 20 21 27 -23 -6 -10 -4 -2 -20 -7 -15
right_child=4 15 3 10 14 11 7 -9 24 16 -12 -13 -14 29 -16 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013201088520256063 0.0068021332627343223 -0.00025925912646992418 0.00024777011846962373 -0.010678932053629719 0.0012342600449112655 -0.0077632322598230373 -0.0044225323489335616 -0.0090465717279255287 -0.0024747499006651302 0.0027931227935637181 -0.0062961306835769976 0.0020084576825702416 0.0030657285619331998 0.0024831206420752559 0.0014272947304395499 0.0017122738991344876 0.00053346252362717174 -0.00047501180024938277 0.0063464732427616025 0.0012377836364289526 0.0074683364057639623 -0.002626384473163572 0.0043851021160094053 -0.0020893002678788915 -0.0056610777182313056 -0.0047845137303087247 0.0032968884591672177 0.0018392980199612445 -0.0018109100660257443 -0.0018539915962915436
leaf_count=25049 4886 17311 2679 6065 3969 1015 9924 2824 11121 7497 2928 43407 5203 3595 7332 16585 2971 5013 5111 3213 3461 1490 1510 10473 4347 2309 5299 2017 4346 2702
internal_value=0 -0.0443557 -0.0738248 -0.121982 0.036031 0.0449362 -0.0900095 -0.108937 -0.0420553 0.0657102 -0.185039 0.0302979 0.00488515 -0.0202995 -0.00598653 0.0141079 0.055028 0.0296704 0.0710714 0.0817519 0.0952282 0.0767276 0.0180546 -0.0235182 -0.0674042 -0.0416346 0.0995688 0.101422 -0.0587573 0.0124419
internal_count=225652 101142 67246 26729 124510 102736 17736 12748 40517 42468 8993 60268 16861 11658 21774 33896 32283 12510 19773 16802 13589 10128 3000 14442 15468 4988 10185 7128 5361 6297
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=127 119 126 125 125 124 125 107 119 83 124 83 113 122 94 83 38 1 126 110 5 125 44 72 83 102 2 64 103 10
split_gain=325.47 157.265 92.8511 63.049 58.8079 52.208 29.3848 25.4266 28.367 23.4303 22.5167 18.953 18.8226 18.7288 17.2336 15.7802 16.2996 15.8304 14.5092 13.8054 13.4396 13.4307 13.0444 12.6399 11.7858 11.5457 11.1965 11.1316 10.9386 10.5399
threshold=0.22500000000000001 1.0000000180025095e-35 1.3 1.2500000000000002 1.7500000000000002 1.0000000180025095e-35 1.7500000000000002 0.55576500000000018 1.0000000180025095e-35 -1.5369999999999997 1.0000000180025095e-35 -1.5974499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -3.1858499999999998 -1.5564499999999997 0.69693000000000016 -1.2400499999999999 0.90000000000000013 1.0216500000000004 3.5891000000000006 1.7500000000000002 -1.3972499999999999 -1.9434499999999997 -1.5369999999999997 0.16981000000000004 -2.2371499999999993 1.5782500000000004 0.25497000000000009 -0.55173499999999986
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 18 9 5 -2 -3 8 10 19 14 -5 13 -12 -6 17 -17 -7 -1 -4 -18 23 -21 -20 28 29 -14 -25 -9 -16
right_child=4 6 3 11 7 15 -8 24 -10 -11 12 -13 26 -15 25 16 20 -19 21 22 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012541033087221352 0.0020700914699468284 0.0026306990915691462 -0.005729798471586803 -0.0030495018331726576 0.010140566215628241 -0.0032251435190695991 -0.00043530552302978103 0.0030443393022751997 0.0008563293456252943 -0.012998089374383468 0.004882780538590854 -0.0067076451741482305 -0.0065496135108493352 0.0010646567904220115 0.0010561216749856404 -0.0021521356135485044 -0.0061898971452068454 0.00036548756439875772 -0.0028544904463245692 0.004857488616835326 -0.02039277431919112 -0.0018339366104759723 -0.011582691668798724 -0.0056359367414047373 -0.00019632774383630428 0.0066530177737071823 0.0014559142939908354 -0.012976013943175799 0.00085283578071921858 0.0053345248279727461
leaf_count=25049 21955 12221 3997 12812 1813 3998 21675 12164 9609 2796 13091 4893 465 4256 2677 5922 1078 13220 3875 128 197 8308 2103 2643 8146 4908 7192 642 10705 3114
internal_value=0 -0.0421379 -0.0701335 -0.115883 0.0342294 0.00601745 0.0134025 0.0509711 0.0656052 -0.183912 0.0780221 -0.0812095 0.0606919 0.0789205 0.112655 -0.0258017 -0.0651244 -0.00936506 -0.0399526 -0.149771 -0.167688 -0.064034 -0.212789 -0.0957752 0.0287356 0.0973772 0.019395 -0.141409 0.0403699 0.067135
internal_count=225652 101142 67246 26729 124510 46370 33896 78140 47125 9024 37516 17705 25004 17347 12512 24415 7197 17218 40517 6228 1275 15468 2231 7160 31015 10699 7657 3285 22869 5791
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=117 119 125 125 124 66 83 119 125 2 7 15 125 69 124 3 78 3 125 15 92 124 90 52 10 106 43 125 106 71
split_gain=281.33 143.59 67.1773 48.5436 48.1072 35.7859 29.4206 26.4198 25.486 23.1081 20.2908 19.3701 17.7028 17.3904 17.3399 17.0508 16.4442 15.0736 14.1675 13.7089 13.5764 13.4473 16.1912 13.2223 13.047 12.3623 12.0213 11.6428 11.4649 11.2724
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 1.0000000180025095e-35 -1.7692499999999998 -1.5564499999999997 1.0000000180025095e-35 1.2500000000000002 -1.38825 -2.1011499999999996 0.71634500000000012 1.2500000000000002 -1.9155999999999997 1.0000000180025095e-35 4.7557000000000009 -2.2041499999999998 8.8016000000000023 2.2500000000000004 1.2967500000000001 2.4510000000000001 7.5000000000000009 0.37315500000000007 6.5497500000000004 -1.5427499999999996 0.98876000000000019 -8.982549999999998 2.7500000000000004 -3.5720999999999994 -0.21783499999999997
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=3 2 5 4 16 23 10 9 -3 25 -6 -8 26 -4 20 18 -1 -13 -15 28 -11 22 -14 -2 -17 -5 -12 -16 -7 -18
right_child=1 8 13 7 6 19 11 -9 -10 14 12 17 21 15 27 24 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043428636497844942 -0.0035128218189415627 0.0039479913964417168 -0.00079206650918831891 0.0024410012094212771 -0.0036490411295397444 -0.00016573954015507438 -0.0013716689983037892 0.00066634092097144783 6.2269439020106289e-05 0.0047290485543907065 -0.013634672849660828 -0.005065179021166215 0.0040311353085863552 -0.0035737240837130039 0.0020442987169967302 -0.012225039751310668 0.00063052159280134847 -0.019425821134212373 -0.0014073908646466179 -0.012512388294912986 0.0091328213229190294 -0.00020567208180154173 0.00049267633551824659 -0.010306706293341471 -0.0046213157541186954 -0.001635713279482684 -0.00087006135117798924 0.0044872423517620802 -0.008176134251250718 0.0024615577343924354
leaf_count=6309 8626 5045 11558 5502 2776 487 9604 11734 25801 7060 189 2699 7703 18822 10253 792 16540 196 12599 1788 2327 6671 5571 781 1961 2809 7660 9302 5396 17091
internal_value=0 -0.0419181 -0.0693578 0.0297424 0.0150103 -0.122874 -0.00817235 0.054706 0.0139559 0.0677397 0.00853983 -0.0490469 0.0166819 -0.0493727 0.0810861 -0.0607134 0.0400092 -0.120749 -0.0541016 -0.173566 0.116415 0.0325139 0.0509214 -0.0815374 -0.136176 0.0212626 -0.0235485 0.0641274 -0.150261 0.0312208
internal_count=225652 93656 62810 131996 83009 17078 43069 48987 30846 37253 30570 12499 27794 45732 28942 34174 39940 2895 31421 7671 9387 19945 13274 9407 2753 8311 7849 19555 5883 33631
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=127 119 125 125 124 72 16 125 119 16 90 94 72 57 65 3 108 16 79 7 15 106 125 47 7 10 127 39 125 94
split_gain=267.377 128.273 59.9678 49.7729 44.5847 29.322 29.152 25.0195 22.2568 30.9431 20.3593 18.3106 16.6396 14.9612 14.842 14.8327 13.7257 13.2016 13.0643 13.9148 13.016 12.4011 12.318 13.4041 11.9508 11.903 11.7363 11.6069 11.5813 11.0472
threshold=0.22500000000000001 1.0000000180025095e-35 1.2500000000000002 2.2500000000000004 1.0000000180025095e-35 -1.8695499999999996 0.93919500000000011 1.7500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24272999999999997 -3.3257499999999998 -1.4978499999999999 -2.4956499999999995 -1.8896999999999997 4.7557000000000009 -2.2491499999999998 0.22966000000000003 2.3226500000000008 -3.2581999999999995 1.2967500000000001 -3.4688999999999992 1.2500000000000002 -17.648999999999997 5.9771500000000009 -1.5427499999999996 0.52500000000000013 -1.7620499999999997 2.2500000000000004 0.64800500000000005
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 11 16 12 -3 9 18 26 -2 13 -6 -4 17 -1 28 19 -5 21 -7 23 -8 -21 -17 -11 -14 -16 -18
right_child=3 7 14 8 6 20 22 -9 -10 10 -12 -13 27 -15 15 25 29 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094181820442773936 0.005567403058728302 0.0024074840201065515 -0.00078519357831244828 -0.0070550792722614735 0.0024379339056109324 0.00028021337533196166 -0.03532965239137411 -0.0004216306543035697 0.00083908348068441471 0.0041165783291657676 0.0033020871597224015 0.0016889768669870024 -0.0060572362892806183 -0.0011431087732636496 -0.0044212377144844939 -0.011171066441745425 -0.0030740198623514475 -0.0014115414491009813 0.0044196739811231713 0.001090081999618234 -0.011502556876047166 -0.0074531576220437023 0.0024231951231993652 -0.00061313760151475829 0.0073779193338927383 -0.0041667611472803404 0.007978355691657682 -0.0019877768405847369 -0.0018662872419340254 -0.006833787275398448
leaf_count=1329 3343 12221 12466 495 3908 569 28 21675 10560 3012 9649 33935 2150 11498 10985 849 5029 15557 4038 11881 1875 5829 10094 3969 807 2124 5673 9470 7439 3195
internal_value=0 -0.0381925 -0.0634763 0.0310246 0.01569 -0.113199 -0.00701723 0.0119678 0.0570932 0.0690658 0.097657 0.0407357 -0.0262439 -0.0046943 -0.0455413 -0.0556066 -0.0754559 -0.0496807 0.0386268 0.0233831 -0.156781 -0.135308 0.0298587 -0.0171267 0.0298002 -0.12334 0.132781 -0.0548146 -0.0677927 -0.0906936
internal_count=225652 101142 67246 124510 78395 17826 41117 33896 46115 35555 18334 37278 27026 15406 49420 36954 9553 33981 17221 13183 8273 6398 14091 3997 12688 2973 8685 11620 18424 8224
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=127 124 126 125 125 124 125 124 113 125 99 127 99 124 1 80 67 6 127 54 110 16 126 99 54 109 110 11 14 125
split_gain=241.307 115.766 79.8725 48.8492 46.178 40.4337 27.034 24.2964 23.5366 22.5801 21.7203 20.659 20.0958 17.1137 18.2225 16.6471 14.9764 14.8887 14.3394 13.9909 13.4903 12.2187 12.0715 11.5396 15.2104 10.8793 10.4739 10.3571 10.1169 10.1074
threshold=0.22500000000000001 -1.0000000180025095e-35 1.3 1.2500000000000002 1.2500000000000002 -1.0000000180025095e-35 2.7500000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 1.7500000000000002 -1.8596999999999999 0.67500000000000016 -1.4262499999999998 1.0000000180025095e-35 -1.2400499999999999 -0.6368149999999998 -1.5704499999999999 -0.12908999999999995 0.37500000000000006 -0.5950899999999999 -1.9519499999999999 1.0000000180025095e-35 0.90000000000000013 -1.4262499999999998 0.63236500000000018 -1.93075 1.0216500000000004 0.06933300000000002 1.1509500000000001 1.7500000000000002
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 9 22 10 5 -2 8 -8 15 -1 26 -9 -5 -10 -15 -6 18 19 -17 -18 25 -13 -3 -22 -25 -7 -4 -28 -26 -24
right_child=4 2 3 12 6 20 7 11 13 -11 -12 21 -14 14 -16 16 17 -19 -20 -21 23 -23 29 24 28 -27 27 -29 -30 -31
leaf_value=0.0022871098232060765 0.0034409907643099635 -0.00093731653007163903 -0.0045623413222357348 -0.002448624996986276 0.0010449412299040684 0.0042353338864803206 0.00036817046034114408 0.0031284964803229109 0.0016264046615828622 -0.00040054918030511068 -0.011193162455905556 0.0043744740989096163 -0.0060525215309361578 -0.0042324655286637763 5.7239489390697995e-05 0.00054363200308473456 0.001582383213586719 0.0027279173294508094 0.0038116270414899518 -0.0055230307368753333 -0.0013743024444304172 0.0089951697919653864 -0.0040905687340116797 -0.0026465673511888678 -0.0062129789869527175 -0.0015889082194945371 -0.0057121579254279589 -0.013060395726244399 -0.015943658287854164 -0.0015272471299224574
leaf_count=12221 4848 25049 3570 11996 23517 1538 4884 11315 11215 21675 3527 2713 5709 3325 9692 3952 1325 3641 22283 1452 9372 3027 7160 3422 941 1675 1029 898 373 8308
internal_value=0 -0.0362829 -0.0603025 -0.102734 0.0294733 -0.0119044 0.0384365 0.0695505 0.0299466 0.0113694 -0.162615 0.0873589 -0.0722141 0.00389728 -0.02077 0.0411844 0.0557943 0.0124947 0.0663868 -0.042656 -0.0344985 0.136224 -0.0323102 -0.0478167 -0.0880488 0.0239808 -0.123317 -0.18273 -0.179504 -0.0542757
internal_count=225652 101142 67246 26729 124510 22169 102341 21939 80402 33896 9024 17055 17705 24232 13017 56170 32653 6418 26235 2777 17321 5740 40517 14108 4736 3213 5497 1927 1314 15468
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=117 119 126 125 125 119 106 125 124 83 69 1 119 83 3 83 38 105 54 57 9 126 5 90 51 81 125 17 14 25
split_gain=206.765 106.087 67.4579 44.0864 37.9175 36.5765 25.9601 20.4491 19.4849 17.5541 16.2436 15.5736 19.2518 21.0565 14.6692 13.8787 16.5857 13.8453 13.7486 12.8974 11.8981 11.7162 12.3768 11.1482 10.6046 10.5162 10.206 10.1053 10.0959 10.0531
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 1.2500000000000002 1.2500000000000002 1.0000000180025095e-35 -3.3780499999999996 1.2500000000000002 7.5000000000000009 -1.5217499999999997 -1.9155999999999997 -1.2765499999999996 1.0000000180025095e-35 -1.7867499999999998 5.0747500000000008 -1.5564499999999997 1.7026500000000002 0.98497500000000004 2.2763500000000003 -3.8282499999999993 -0.75539499999999993 0.70000000000000007 6.3481500000000013 -0.021297999999999997 -2.0194999999999994 40.610000000000007 1.7500000000000002 -1.4007999999999998 3.7480500000000005 0.12510500000000005
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=4 2 21 9 5 15 28 -3 11 19 -5 -8 13 17 24 -1 -17 -13 23 -4 25 -2 26 29 -12 -21 -23 -19 -6 -15
right_child=1 7 3 10 6 -7 8 -9 -10 -11 14 12 -14 18 -16 16 -18 27 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00072131815653527019 -0.00042704961956840503 0.0035158621749727145 -0.00022757097304820212 -0.00074254459652124064 0.0045099079238181596 0.0030797667592879644 0.000454671920269377 3.5231504734065695e-05 -0.00022503038773063509 -0.011024043498216597 -0.0021347287472278506 0.0041451989287296853 0.00069999834365233463 0.0013297401206966647 -0.010097173088929613 -0.0029490600632580692 -0.013353054411709309 -0.0013302116129477618 -0.0049070874956669286 -0.011087996638050882 -0.0054981954177681135 -0.0033684995377997033 -0.01522809865889572 -0.00023753428723118802 -0.0050837410381075511 0.014534649089342211 -0.0012027672121989301 0.0026791531307764583 0.0019416825002324376 0.0061361093350062769
leaf_count=12676 13892 5045 778 4267 9912 5355 19321 25801 16274 2786 5353 19839 17183 2873 1004 4978 415 2019 958 1720 3699 9838 183 5117 7081 41 12168 7092 6233 1751
internal_value=0 -0.0359362 -0.0595218 -0.0975977 0.025498 -0.0109915 0.0333705 0.0120901 0.0269078 -0.154484 -0.0686034 0.0336198 0.041958 0.0540743 -0.0856716 -0.0325036 -0.0749933 0.0680839 0.0161664 -0.125009 -0.142173 -0.031315 -0.0455733 0.0274083 -0.0762831 -0.209829 -0.0434196 0.0358135 0.0703682 0.062996
internal_count=225652 93656 62810 26729 131996 23424 108572 30846 92427 9024 17705 76153 56832 39649 13438 18069 5393 28950 10699 6238 5460 36081 22189 9741 12434 1761 22006 9111 16145 4624
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=117 119 66 124 80 15 3 16 124 7 44 16 27 10 57 80 119 45 88 14 83 75 7 77 43 43 7 15 98 52
split_gain=186.605 95.7436 36.9349 34.1297 25.6131 23.0728 24.5022 21.0447 20.3134 18.3836 16.2977 16.2379 15.0906 13.902 13.7055 13.5451 23.1913 15.4489 10.9506 10.6227 10.5533 10.2587 11.2103 10.1796 10.0343 10.0075 10.0051 10.2414 11.3152 9.23158
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.8170499999999998 7.5000000000000009 4.9006500000000006 1.6084500000000002 5.2497000000000007 0.21428500000000003 1.0000000180025095e-35 -2.1011499999999996 -0.36117999999999995 0.71751500000000001 1.0505500000000001 -0.35329499999999997 -1.85015 -0.87448499999999985 1.0000000180025095e-35 0.83114500000000013 1.1373500000000003 3.7480500000000005 -1.7867499999999998 -5.5479499999999993 -2.0721499999999993 13.013500000000002 0.86786500000000011 -2.2792999999999997 -1.5208499999999996 1.0386500000000003 -1.70095 7.0983000000000009
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=3 2 10 4 7 11 -7 8 -1 -10 21 14 20 -12 -4 23 17 -17 -16 -19 -6 -2 -23 -9 -3 -22 -5 -28 -29 -30
right_child=1 24 5 26 12 6 -8 15 9 -11 13 -13 -14 -15 18 16 -18 19 -20 -21 25 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0014355465893843714 0.001130833114098009 -9.9339160031558472e-05 -0.00094908357291906189 -0.0025683553108279034 0.0044974599966588671 -0.0058206393635401848 -0.015529953748864143 0.00077029199423957694 -0.004086107297569988 4.4854841082523034e-05 -0.0044317036269467249 -0.0017269375739279585 0.013892471402442701 -0.0015496659403034727 -0.0061199082265944449 0.0028402701150740317 0.00019860982490460305 0.0068565094294851352 -0.0022782250172695868 -0.00065094539179886548 -0.0014172036884013547 -0.0049861587487954077 -0.00094824707759003167 0.0074455863214270279 0.0017815717031159648 0.0042280344078410781 0.00078082161596941459 0.00063699088003431835 -0.0033124861134654834 -0.017143137959970366
leaf_count=30666 4995 19799 2158 4806 7754 4379 763 16979 3188 17352 8125 7866 361 8627 8736 17299 6790 4311 2355 529 1776 1985 12821 591 11047 1407 12659 2560 2842 126
internal_value=0 -0.0341393 -0.0565458 0.0242231 0.0316083 -0.0851574 -0.145227 0.0263958 0.0124104 -0.0119262 -0.0359932 -0.070529 0.0766868 -0.05895 -0.0918965 0.0417968 0.055098 0.0707782 -0.106084 0.120719 0.070047 -0.0165714 -0.029792 0.0198966 0.0114856 0.0215639 -0.0107881 -6.48853e-05 -0.0359748 -0.0779927
internal_count=225652 93656 62810 131996 109003 26257 5142 97705 51206 20540 36553 21115 11298 16752 13249 46499 28929 22139 11091 4840 10937 19801 14806 17570 30846 3183 22993 18187 5528 2968
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=117 119 126 125 125 124 16 119 76 125 99 109 67 106 124 10 3 44 125 15 67 7 81 126 0 73 125 16 16 73
split_gain=168.411 86.4086 60.4124 39.4217 35.3323 34.4306 22.9294 32.4816 20.385 18.4319 17.5543 17.48 16.5075 14.7249 14.0309 13.831 12.8282 13.7813 12.0534 12.2748 11.6753 10.8566 10.6821 10.5349 11.8546 11.2583 10.3682 11.703 10.3425 9.95246
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.3 1.2500000000000002 1.7500000000000002 1.0000000180025095e-35 0.22966000000000003 1.0000000180025095e-35 -1.1852499999999997 1.2500000000000002 -1.5534999999999999 1.2274500000000004 -1.2431999999999999 -3.2802999999999995 1.0000000180025095e-35 -0.77665499999999987 2.3916500000000007 -1.29145 2.7500000000000004 3.5123000000000002 -0.94263499999999989 -2.1876499999999997 0.021971000000000001 0.50000000000000011 6.5084500000000007 -6.9316499999999994 1.7500000000000002 -1.1124999999999998 1.9364500000000002 9.0131500000000013
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=4 2 23 10 5 -1 13 11 -7 -3 -4 18 28 -6 -15 16 -10 -18 19 -8 -21 -16 -23 -2 25 -25 27 -27 -5 -13
right_child=1 9 3 12 6 8 7 -9 15 -11 -12 29 -14 14 21 -17 17 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014674416200530459 0.00022613442363346209 0.0033095988230498249 -0.0054320537765557755 -0.0031167085945825916 0.0029743002657253584 0.0012279103432130975 0.0038955508151766963 -2.0057651047798224e-05 -0.0027630775426046601 5.0994751845065543e-06 -0.0099639089491533241 0.0006008081695807934 -0.0068360781074634468 0.001570165936878809 -0.0033773412535379362 -0.0010515930447406133 0.0064209214869446396 -0.010066978370081997 0.0058762197799389418 0.0007821457773448154 -0.01500991535553288 -0.00094327269437513887 0.0017159980936117326 0.0011781759330287006 -0.0077592712153892384 -0.0056608363487529898 -0.0010795904211098428 -0.0020614372332706759 0.00023285454258916498 0.0085478741238092324
leaf_count=23516 8184 5045 5549 12317 7826 6523 14563 8676 5074 25801 3475 5930 2553 18182 2607 12624 142 1179 6710 2085 124 9579 6234 3143 814 3270 13371 7299 2835 422
internal_value=0 -0.0324324 -0.0537185 -0.0897511 0.023012 0.00173902 0.0355949 0.0534541 -0.0236808 0.0109113 -0.143544 0.0691157 -0.0623337 0.0201147 0.0116966 -0.0402254 -0.0781143 -0.165892 0.081705 0.0673747 -0.00208651 -0.00775549 0.00210197 -0.0270253 -0.0362803 -0.0327065 -0.040094 -0.0635015 -0.0497998 0.0225756
internal_count=225652 93656 62810 26729 131996 49058 82938 38510 25542 30846 9024 29834 17705 44428 36602 19019 6395 1321 23482 16772 2209 18420 15813 36081 27897 27083 23940 10569 15152 6352
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=127 120 126 125 125 124 16 125 120 16 90 99 94 99 99 127 1 39 15 2 52 127 85 110 44 124 124 63 21 126
split_gain=164.613 77.0364 56.5459 37.2585 35.5781 32.1745 23.0253 18.0782 17.1551 22.3713 16.0632 15.8483 15.748 15.2909 15.0816 16.1139 12.1123 10.9953 10.2632 10.2621 10.1347 9.95338 9.89332 10.2351 10.4891 9.92524 9.80188 9.76088 9.16325 9.07861
threshold=0.22500000000000001 1.0000000180025095e-35 1.3 2.2500000000000004 1.2500000000000002 1.0000000180025095e-35 0.93919500000000011 1.7500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24272999999999997 -1.8596999999999999 -3.3257499999999998 -1.4262499999999998 -1.6701999999999997 0.67500000000000016 0.42115000000000008 0.21011000000000005 0.42878500000000003 -2.6691499999999997 7.4019000000000004 0.52500000000000013 40.553000000000004 1.0216500000000004 1.34765 1.0000000180025095e-35 1.0000000180025095e-35 -14.983499999999998 0.53242000000000012 0.70000000000000007
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 20 5 11 12 14 29 -5 19 21 22 -2 -6 16 -16 -7 18 -17 -10 -3 -11 23 25 -25 -4 -21 -8 -12 -1
right_child=3 2 4 8 13 6 27 -9 9 10 28 -13 -14 -15 15 17 -18 -19 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00026981492834805739 0.0048918532950578617 -0.0011243051321212698 0.00025628835811287846 0.0005753267375167994 -0.0019471698830216572 -0.0013714510035569458 -0.011501619698254755 -0.00042180697418396998 -0.004697606303161129 0.003322943142492988 0.0014479896473580853 -0.0094342434522478001 0.0012950454434510054 -0.0050908340238434643 -0.0012935081902909753 -0.005204219713996705 0.0014624678135000519 -0.002071388071145412 -0.012390147799771037 0.0035564677326344971 -0.0048508416948110419 0.0068793074010996061 0.0087657292321324364 -0.0058054914136875455 -0.013736541378938667 -0.005587473082948307 0.0009663635374358902 0.001363971986372461 0.0046060004700448865 0.0030670648555671978
leaf_count=4736 3343 38602 1031 10560 11996 9770 149 21675 628 3012 5879 3527 33935 5709 7270 1547 6140 1567 732 5429 1915 5673 125 1256 624 2461 11164 13942 3770 7485
internal_value=0 -0.0299674 -0.0495614 0.0243431 -0.0852636 0.0110757 -0.0082141 0.00890498 0.0468977 0.057409 0.0817196 -0.136367 0.032352 -0.059217 -0.0253013 -0.0535628 -0.00555566 -0.105909 -0.150246 0.0315271 -0.0260087 0.112919 -0.102798 -0.10927 -0.168759 -0.0772425 0.0362762 0.0245586 0.0536374 0.039661
internal_count=225652 101142 67246 124510 26729 78395 41117 33896 46115 35555 18334 9024 37278 17705 27026 11116 15910 3846 2279 17221 40517 8685 5497 5372 1880 3492 16593 14091 9649 12221
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=127 120 126 125 35 120 113 80 125 125 126 83 127 16 120 92 125 5 15 16 10 112 10 80 125 35 110 102 83 5
split_gain=148.563 69.5253 52.0218 34.1308 31.269 30.8062 23.6604 19.6466 18.1876 16.3156 14.7724 16.153 13.7794 14.1873 18.1832 13.4713 12.9734 12.5677 24.592 13.751 11.8734 16.2406 11.85 11.2284 11.1158 10.9105 10.6043 10.3949 10.2277 10.1259
threshold=0.22500000000000001 1.0000000180025095e-35 1.5000000000000002 1.2500000000000002 -1.8187999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.6368149999999998 1.7500000000000002 1.7500000000000002 0.90000000000000013 -1.5974499999999996 0.37500000000000006 0.90250000000000019 1.0000000180025095e-35 -2.0918999999999994 1.2500000000000002 2.7842500000000006 0.56591500000000006 -2.0958499999999995 -4.325499999999999 6.3783500000000002 -2.6363499999999997 3.9654000000000003 1.2500000000000002 -1.8651499999999996 0.5261450000000002 -0.48357499999999992 -1.4955499999999999 4.3766500000000006
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 9 10 5 16 -2 7 -5 -6 -1 -3 15 -9 28 -15 -12 -4 19 -19 -7 21 -16 -13 -21 -24 -8 -17 -20 -14 -23
right_child=3 2 4 6 8 17 25 12 -10 -11 11 22 13 14 20 26 -18 18 27 23 -22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018838951403386392 0.0029007052347246615 -0.00066428225770724951 -0.005321363678421444 0.0010623287050783078 -0.0092112229961381388 -0.0044956716651022395 0.0011621703827884155 0.00057282272814313982 -0.004236300559211534 -0.00040071653769563163 0.00172785265958967 -0.009791117453209635 0.0031538024408870147 5.6171504496992055e-05 -0.024938416362370125 -0.00099368823483997706 -0.0016009242109287622 -0.00043134400601530865 -0.018557773559189816 -0.0010310957135598257 0.0056051762626717939 0.0058317176184971772 -0.0069824127288902046 0.0033852381590828949 -0.0022500359806217189 -0.00075524965930702775 -0.0036939929842025551 -0.007301329361552103 0.0009379931620413077 -0.025687676324541199
leaf_count=12221 4848 25049 3574 29931 4358 2530 18212 6230 3176 21675 2610 901 15062 1954 73 8358 6804 1103 337 11175 10161 210 1757 1652 4224 12519 6435 524 7960 29
internal_value=0 -0.028469 -0.0470833 0.023126 -0.0932428 -0.0124472 0.0308318 0.0407925 -0.14228 0.00845973 -0.0303239 -0.0478982 0.054829 0.0624515 0.0896808 -0.0316801 -0.0576436 -0.0321688 -0.107491 -0.0225358 0.106203 -0.0859478 -0.0889103 -0.00924625 -0.0728047 0.00762128 -0.0433666 -0.234143 0.0477535 0.0401438
internal_count=225652 101142 67246 124510 17912 22169 102341 71610 7534 33896 49334 24285 41679 35449 12427 17403 10378 17321 1964 15357 10473 312 6882 12827 5981 30731 14793 861 23022 239
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=127 120 124 66 15 110 3 35 36 54 44 87 3 127 9 113 113 120 92 97 95 105 120 104 109 54 61 1 80 88
split_gain=134.078 62.7466 27.9508 26.1249 23.2798 22.6383 19.7776 19.2977 20.3459 14.0503 13.9763 13.9293 13.2277 12.7212 11.2656 10.3827 10.2667 9.78508 9.76415 9.7283 9.65816 9.24821 10.3677 9.24001 9.07541 8.97879 8.94033 10.0299 8.91458 8.73764
threshold=0.22500000000000001 1.0000000180025095e-35 7.5000000000000009 -1.8170499999999998 1.6084500000000002 -3.5781499999999995 6.9852500000000006 -1.8651499999999996 1.0853500000000003 3.6478500000000005 -0.36117999999999995 0.19678500000000002 0.93110500000000018 0.67500000000000016 -1.1369999999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.65350500000000011 8.2662500000000012 -1.6629499999999997 1.0354500000000002 1.0000000180025095e-35 -0.98966499999999991 -6.0790999999999995 1.3402500000000004 -2.6145499999999995 -0.99316499999999996 -0.74834499999999993 -1.6923499999999996
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 5 10 23 17 25 9 16 11 26 13 -10 -7 -12 18 -9 -2 24 -18 -16 22 -15 -5 -4 -6 -3 -28 -13 -19
right_child=2 3 15 4 6 7 -8 8 12 -11 14 28 -14 21 20 -17 19 29 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00040183716889090451 0.00091943181511002945 0.00095563550678450361 0.0065873134171610297 -0.0041594465936295255 -0.0041340323584265299 0.0021562479938492789 -0.014940393391738358 0.0013916786171420928 -0.00060511593080241695 -0.0005211188566951316 -0.0042794676098422708 4.8450810950772326e-05 -0.0058238776210919243 2.6906235264973467e-05 -0.0041266761561652753 -0.0021821395312850806 -0.00078497757694544516 0.0078547610691509229 -0.0015236311410327873 0.0084161881268546741 -0.00080733044671973248 0.0018458136431557951 0.006384464061879886 -0.0019975942501911726 0.00070633595703564105 -0.0093193141890037298 -0.0031836907204522134 -0.00034723533156334616 0.0020438527865930946 0.0037177703517492239
leaf_count=33896 1879 6824 707 7295 3774 19210 595 23921 3303 5710 5647 9829 1920 734 2857 6612 9741 1897 5360 296 9407 2318 5076 15328 9095 1072 4549 9898 13001 3901
internal_value=0 -0.0270456 0.0219697 -0.0447292 -0.0680188 0.0288674 -0.126748 0.0246488 0.00763356 0.0365798 -0.028048 0.0419294 -0.0504712 0.0571566 -0.04863 -0.0105756 0.0165705 0.0811023 0.00384473 -0.0102725 -0.031612 0.0903196 0.111626 -0.0538941 0.0226104 -0.105622 -0.0107172 -0.0248073 0.0236954 0.101426
internal_count=225652 101142 124510 67246 28064 102736 5441 95059 39181 55878 39182 50168 5223 27338 17911 21774 33958 7677 15162 10037 12264 8128 5810 22623 9802 4846 21271 14447 22830 5798
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=117 120 125 125 66 124 121 120 125 94 114 107 125 5 1 90 2 78 10 5 108 85 120 97 34 10 54 10 93 14
split_gain=111.297 57.6364 38.2627 29.8569 26.0683 25.8456 22.1299 20.9216 18.3137 16.6376 15.482 15.0801 14.7457 13.9575 13.5571 13.3884 11.5309 10.8906 10.9079 12.2724 10.8731 10.4484 9.44194 9.20101 8.99702 14.9347 9.87898 8.94979 10.3985 8.74255
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.7500000000000002 2.7500000000000004 -1.8170499999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 -3.2485499999999994 1.0000000180025095e-35 1.4066500000000002 1.2500000000000002 1.98675 -1.2400499999999999 1.2355500000000001 -1.08205 1.4481500000000003 -1.1816499999999996 3.8677500000000005 -2.2491499999999998 -1.4868499999999998 1.0000000180025095e-35 -1.6966499999999998 -1.7554999999999998 -0.52414499999999986 2.8330500000000005 -0.63414499999999985 -9.6995499999999986 -0.99896499999999988
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=3 12 4 5 20 9 8 -5 17 22 11 -10 -2 15 -8 23 -9 18 19 -7 -3 -18 -1 -6 -22 26 -26 28 -15 -14
right_child=1 2 -4 7 13 6 14 16 10 -11 -12 -13 29 27 -16 -17 21 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014690752944317295 0.0029239408185092203 0.00079453399069505989 -0.0010125624197948162 -0.00015645908527970112 -0.007789714028325706 -0.005037949543798304 -0.0040162116081937293 0.0014262439183494265 0.0023709782279300222 0.0011016890314805505 -0.0009349649816521356 -0.0007818344298722009 0.0013986203427753807 0.0025863928158427231 -0.00081960859238845967 -0.0077806843212784669 0.0010963313690034889 0.0010907234061157116 -0.0014042566734355673 -0.02218752715478851 -0.0015616153996038339 0.0048770092688452497 0.0059702251434000974 -0.0027940384385907427 -0.0060098562128865166 -0.0020620187207571663 -0.016948109990192785 -0.0061920954486831261 -0.014169650092738642 -0.00062396187976551502
leaf_count=1939 5045 2598 32946 5435 1056 1521 4456 5283 18289 47535 7226 4785 7555 104 12975 2246 2219 2708 4237 112 7658 10357 2919 7247 2500 3798 225 1588 844 18246
internal_value=0 -0.0263654 -0.0437501 0.0187072 -0.069674 0.0117451 -0.00312876 0.0511964 0.0101455 0.0277306 0.0216935 0.0343432 0.00903394 -0.10313 -0.0327355 -0.0871168 0.0677292 -0.0306456 -0.0548469 -0.124283 -0.0435832 0.0841984 0.0834731 -0.0685881 -0.054479 -0.0817707 -0.13826 -0.169742 -0.246629 -0.000634264
internal_count=225652 93656 62810 131996 29864 108702 56309 23294 38878 52393 30300 23074 30846 13085 17431 10549 17859 8578 5870 1633 16779 12576 4858 8303 14181 6523 2725 2536 948 25801
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=127 119 124 69 10 110 5 83 119 52 16 54 7 119 87 127 9 61 78 127 57 14 102 76 82 33 14 34 71 67
split_gain=110.358 51.167 24.4217 24.1281 20.9259 19.982 19.0279 15.5587 18.1777 19.509 14.361 13.7725 15.6908 15.8959 14.6368 15.4753 12.7578 12.4351 12.0059 11.7809 11.4587 11.367 11.1227 10.1055 9.99446 9.41592 9.07369 8.51522 8.4292 8.25233
threshold=0.22500000000000001 1.0000000180025095e-35 7.5000000000000009 -1.9155999999999997 -0.52414499999999986 -1.9920499999999997 3.4284500000000002 -1.7867499999999998 1.0000000180025095e-35 2.6704500000000002 -0.13059999999999997 3.3401000000000001 -1.0183499999999996 1.0000000180025095e-35 0.3729900000000001 0.37500000000000006 1.3390500000000001 0.23809500000000003 -1.6420499999999996 0.52500000000000013 -4.2064999999999992 -0.96120499999999987 -2.3536499999999996 -0.71300499999999989 -0.83871499999999988 -0.10274999999999999 14.199500000000002 -1.1571499999999999 0.37115000000000004 -1.4646999999999999
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 17 6 19 20 11 9 16 -6 12 -7 14 15 -14 18 -1 -9 -2 -5 -12 -22 -4 -13 -17 -8 -24 -15 -21
right_child=2 -3 23 4 10 7 26 8 -10 -11 21 24 13 28 -16 25 -18 -19 -20 29 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070314935329994553 0.0012864508332734025 0.00035716875840212766 0.0009335529599903661 -0.00080158980267154394 -0.0030708032465865346 0.00036922153225997907 -0.0066719991351263585 0.0038470375403812465 0.0022549103905468077 -0.0055690493443498017 -0.0024842347980140234 0.00015976194205519242 -0.00033877972824338128 -0.00034950306101970841 0.0015229125228656808 0.0028347190653233659 -0.0028657853311291649 -0.0021974709998930459 -0.00028106171949346972 0.0045915688639259541 -0.0082299150924722807 -2.4703039256964914e-05 -0.0021642209234626064 -0.0013202564434129035 -0.0049307590060293375 0.0055574556965537654 -0.015000754665088607 -0.0049020369008337646 0.0024305661543476322 0.0013625661844823419
leaf_count=10319 7640 33896 7688 3259 13678 16122 1026 2172 6020 2008 7610 5549 1877 7275 11021 5165 3731 5756 9315 8490 1460 12275 5437 14086 1167 8243 480 5946 4361 2580
internal_value=0 -0.0245368 0.0199318 -0.0405056 -0.0511223 0.0263793 -0.0790417 0.0197984 -0.00220482 -0.0187359 -0.0364751 0.0282137 0.0335192 0.0446242 0.0582373 0.078267 -0.00651146 -0.0067096 0.00998986 0.0559341 -0.0689882 -0.0193193 -0.0824263 -0.0104896 -0.0144958 0.0901722 -0.186532 -0.0718868 0.0138485 0.0767802
internal_count=225652 101142 124510 67246 51171 102736 17608 84026 23246 17226 33563 60780 54064 37942 26306 15285 15218 16075 11487 18710 16102 19885 12843 21774 6716 13408 1506 11383 11636 11070
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=127 124 126 125 125 124 106 35 13 5 14 100 96 42 61 126 61 44 113 26 120 125 126 34 54 90 25 100 127 114
split_gain=99.7527 53.7924 43.7089 36.005 21.0263 20.4119 15.8636 14.248 12.1958 11.5706 11.241 10.6819 10.1808 13.4994 9.50319 11.4545 9.24058 9.1309 9.07514 8.95155 8.67547 14.8932 12.3829 20.0268 8.61309 8.46567 8.43703 8.36946 8.23504 10.5527
threshold=0.37500000000000006 1.0000000180025095e-35 1.5000000000000002 1.7500000000000002 1.2500000000000002 1.0000000180025095e-35 -3.3780499999999996 -1.5764499999999997 0.27051500000000001 6.3481500000000013 2.9308500000000004 -1.1432499999999999 -1.2008499999999998 -0.95150499999999993 0.49075500000000005 1.1000000000000003 -3.4929499999999996 -1.0118499999999997 1.0000000180025095e-35 -0.77220999999999995 1.0000000180025095e-35 1.7500000000000002 1.1000000000000003 -1.8776499999999998 2.4908500000000005 -4.8817999999999993 -4.2707999999999986 2.5062000000000002 0.67500000000000016 1.0000000180025095e-35
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 14 5 16 25 19 -6 11 12 18 -8 -7 26 -3 -16 -4 -11 28 -5 21 -1 -22 -24 -9 -2 -14 -23 -10 -30
right_child=3 2 4 6 7 9 8 24 10 17 -12 -13 13 -15 15 -17 -18 -19 -20 -21 22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00171240250810564 0.0043461110611708416 -0.00070018806363931953 -0.0012099000207275491 0.0029407142616818 -0.0015579369752974923 -0.0029788674348438715 -0.00072686498930189369 -0.0050650983246917133 0.0025644439984541679 0.0088889225109203447 -2.1579553565771897e-05 0.0014036428263542364 0.00036063668671824423 0.00079754835057996407 -0.0014084934515885129 -0.0040971838967762244 -0.0082519789324084891 -0.018790504969108633 0.0012227674495862337 0.0067155187668947658 0.00025949539702907075 0.00015747148313508273 0.0013684641692210766 -0.0035764744312687838 -0.014914288814955701 0.00080132120642193111 -0.0034431764204041191 -0.0021445553259233151 0.0060838524081271717 0.00054167625254221972
leaf_count=14913 1882 24828 528 8193 5171 4992 8114 2955 9567 37 4329 21400 2206 9596 13857 5547 3957 153 6589 1943 12702 21531 2914 6886 240 16034 4298 4835 4387 1068
internal_value=0 -0.0195772 -0.0418771 0.0225806 -0.0932142 -0.00139738 0.0369104 -0.0635976 0.0302615 -0.0223348 0.04608 0.0163585 -0.0201218 -0.00788812 -0.0269619 -0.0435421 -0.148459 -0.268006 0.055397 0.0732864 0.000380949 0.00899181 -0.0154153 -0.0421222 -0.116099 0.0234737 -0.0430603 -0.00529349 0.0689687 0.0999757
internal_count=225652 120864 57083 104788 12851 39198 65590 8366 55454 21282 25940 29514 21092 16100 44232 19404 4485 190 21611 10136 63781 41279 22502 9800 3195 17916 6504 26366 15022 5455
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=127 120 126 125 35 113 125 127 125 126 125 35 36 86 110 6 14 5 12 122 125 76 92 10 112 3 35 39 75 5
split_gain=90.1923 41.463 41.0412 28.4597 24.6615 16.5081 14.6471 14.2445 12.6101 11.5895 11.9887 13.28 11.3358 11.3207 10.6844 10.6287 14.4349 13.8612 15.1121 13.5654 9.80904 9.63807 9.02653 9.02221 11.4901 8.98309 8.95028 8.67232 8.34235 10.055
threshold=0.22500000000000001 1.0000000180025095e-35 1.5000000000000002 2.2500000000000004 -1.8187999999999998 1.0000000180025095e-35 1.7500000000000002 0.67500000000000016 1.7500000000000002 0.90000000000000013 2.2500000000000004 -1.7811999999999999 0.5947800000000002 -2.3671499999999996 -0.083454999999999988 -2.1572499999999999 3.7480500000000005 4.3766500000000006 -3.8773999999999993 1.0000000180025095e-35 1.2500000000000002 -1.5129499999999998 5.5800500000000008 0.85621000000000003 -0.45068499999999995 1.51495 -1.3742499999999997 -1.8970499999999999 -2.7876499999999997 -0.42317499999999991
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 8 9 5 20 15 23 -5 -1 -3 11 -11 -13 -9 -15 16 26 18 -18 21 -4 -17 -23 28 -25 -14 -2 -28 29 -6
right_child=3 2 4 7 6 -7 -8 13 -10 10 -12 12 25 14 -16 19 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0016011548931298151 0.0015281970368506267 -0.00032897547673300839 -0.0044180229239747992 0.0013212505933054644 0.0017032008599278947 -0.00078026574278810667 -0.0034728125477161047 -0.00060103725557355625 -0.00040733806426489715 -0.0013896113204755014 -0.00011141145371980506 -0.0032374213227889083 -0.0053784164558106189 0.005305810717691462 0.0023002585300191439 0.0032421070561682998 0.0046202673220820303 -0.0158761527898547 -0.0066561421005700665 -0.00044346946113465199 -0.0011829751933471308 0.00087339085293150747 0.0038990725373021598 -0.0072349372334349921 0.0028482729277717598 -0.013884487105025711 -0.0085181259471773033 -0.00082011203531518753 -0.0114022196037577 -0.010155898144574099
leaf_count=12221 4336 25049 3574 32617 309 23724 3176 1670 21675 10049 6973 5879 914 5889 5939 6932 434 251 942 10951 6804 25744 2726 1287 362 470 453 1902 1976 424
internal_value=0 -0.022182 -0.036557 0.0180189 -0.0775564 0.00642341 -0.121106 0.0377312 0.00633624 -0.021671 -0.0372374 -0.0513385 -0.0839168 0.0650517 0.0759336 0.0159826 -0.0169322 -0.101411 -0.0619897 0.0218891 -0.0459414 0.0314037 0.023262 -0.158747 -0.100428 -0.165341 0.00360992 -0.0460175 -0.194246 -0.103133
internal_count=225652 101142 67246 124510 17912 78395 7534 46115 33896 49334 24285 17312 7263 13498 11828 54671 8318 1627 1376 46353 10378 35402 28470 4358 1649 1384 6691 2355 2709 733
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=127 120 126 35 65 35 36 3 91 52 10 52 16 120 54 43 8 6 105 5 10 126 15 54 91 111 76 65 113 52
split_gain=82.3492 42.1579 42.4777 25.6872 23.4587 21.6539 25.706 20.2874 17.0528 15.9563 14.4337 13.8669 13.109 15.1331 12.5535 12.3315 10.7476 10.4656 9.9805 9.6877 9.36612 9.03269 8.88896 11.0532 11.3926 11.0156 8.64064 8.59449 8.42742 8.03083
threshold=0.37500000000000006 1.0000000180025095e-35 1.1000000000000003 -1.9014499999999999 -1.83205 -2.1373499999999996 0.8667450000000001 1.0568500000000001 0.79807500000000009 6.5497500000000004 -0.57991499999999985 2.5301500000000003 0.22966000000000003 1.0000000180025095e-35 1.4793500000000004 1.14795 2.2807500000000007 -0.14981999999999998 -6.2581499999999997 2.7337500000000001 -0.47532999999999997 1.7000000000000004 0.81728500000000015 0.96613500000000008 -3.2639499999999995 0.019870000000000002 -2.6357499999999994 4.2326500000000005 1.0000000180025095e-35 7.7155000000000014
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 15 -3 9 -5 8 17 -8 12 26 14 -9 18 -14 19 -1 21 22 -2 -6 -11 -12 25 24 27 -7 -4 -24 -19 -15
right_child=5 2 3 4 10 6 7 11 -10 20 16 -13 13 29 -16 -17 -18 28 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013446547952381425 0.0040540501556762514 -0.00053449199386995877 0.0022532745992796216 -0.00017818847332734273 -0.0055337842736722549 -0.00089439012480778401 -0.00065426847825571254 -0.0031552347025970689 0.00045793652886618049 -0.0097106774999670391 -0.0027864827970312854 -0.01092159355409694 0.0001508269794182975 0.0039335359766090273 -0.01410205664767324 0.0017859198007359205 -0.011359278926986974 0.002062263853657079 0.00076860829457364797 -0.013649373944220906 -0.0024668045030628374 -0.0068056897393513581 0.0023583860133044652 -0.0072478619861444556 -0.0026103180411263614 0.0022908576445969339 -0.0015969432566361773 0.019793886696169903 -0.00011609944215474434 -0.00011785576901361855
leaf_count=29635 2706 44434 1595 2658 2859 6330 4429 1380 20509 924 5984 985 3737 17003 667 11644 490 14981 15858 422 863 1824 861 864 2688 4752 16865 77 6310 1318
internal_value=0 -0.0177876 -0.0312381 -0.057213 -0.0887208 0.0205165 0.00350602 -0.0530166 0.0326646 -0.0340198 -0.107204 -0.127797 0.0445321 0.0610121 -0.156977 0.00814475 -0.0835236 0.0139234 0.0249503 -0.131552 -0.124248 -0.0745079 -0.00577873 -0.043314 -0.0190945 0.0094291 -0.0252855 0.0757932 0.0283333 0.0728416
internal_count=225652 120864 79585 35151 14904 104788 43657 6794 61131 20247 12246 2365 40622 22058 3948 41279 8298 36863 18564 3281 1787 7808 15572 4490 3626 11082 18460 938 21291 18321
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=117 124 126 125 124 16 124 125 66 115 78 7 55 110 35 109 14 5 124 78 126 125 77 16 95 35 5 76 86 10
split_gain=66.0189 37.416 29.65 24.375 20.9804 21.4046 18.1612 17.2689 16.8756 13.9157 13.4638 12.7637 11.5664 11.0917 10.7792 10.1203 10.6186 15.2572 9.92107 11.5635 9.79952 11.8591 11.2672 9.63482 9.59115 9.02292 8.88664 8.88205 9.0328 8.86012
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.7500000000000004 1.0000000180025095e-35 0.93919500000000011 -1.0000000180025095e-35 1.2500000000000002 -1.7044499999999998 1.0000000180025095e-35 -2.1137999999999999 -2.2475499999999995 -0.91429999999999989 -1.3586499999999997 -1.5764499999999997 1.5060500000000003 9.9576000000000011 4.0995500000000007 1.0000000180025095e-35 -1.4028499999999997 0.50000000000000011 1.7500000000000002 -7.0907999999999989 -0.4845199999999999 4.3140500000000008 -1.7240499999999999 6.3481500000000013 -1.5565499999999999 1.9532500000000004 2.1396500000000005
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=3 -2 20 4 10 8 -5 27 11 12 -1 -6 25 -13 -9 16 24 -18 19 -8 -3 22 -22 -24 -7 -10 -25 -4 -29 -14
right_child=1 2 7 6 5 15 18 14 9 -11 -12 13 29 -15 -16 -17 17 -19 -20 -21 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0029308200584361151 -4.6240723239516471e-05 0.00059034376654594836 -0.0019611549028250613 -0.00034257941969274044 -0.0038045958706568908 0.0015839816043400061 0.0080916430524480779 -0.0013266058609928584 -0.00097295066596240869 2.5043798727777625e-06 0.00077003521442870404 0.0027696894239877764 -0.0015170030633246906 -0.0002322295278560639 -0.0050206294212510726 -0.0015856692333761011 -0.0007379597727808565 -0.017360484179620061 0.0021376089942723889 0.0032102549636423548 0.0016894369929627093 -0.0006993462463939494 -0.0051332066254056487 -0.0018732191417998008 0.0061148189866582596 -0.0067900017391030925 -0.018644898019683751 -0.0089170944186715145 -0.0027438420115113759 -0.0077477920764079389
leaf_count=8631 48270 5956 844 5435 2002 13574 1721 5171 871 5130 43762 3894 7023 14668 3195 2990 1262 155 12026 4112 1240 14634 4422 6203 1278 2841 80 2896 745 621
internal_value=0 -0.0203061 -0.040919 0.0144079 0.0081173 -0.00528366 0.0437634 -0.0815875 -0.0193405 -0.0431764 0.0225199 -0.000231446 -0.0627036 0.00795047 -0.0547473 0.0217585 0.0315859 -0.0511246 0.059167 0.0930097 -0.0248554 -0.0330709 -0.0564509 -0.0669037 0.0394771 -0.108501 -0.0417354 -0.131653 -0.153079 -0.0404639
internal_count=225652 93656 45386 131996 108702 56309 23294 12851 37050 16486 52393 20564 11356 18562 8366 19259 16269 1417 17859 5833 32535 26579 11945 10705 14852 3712 6283 4485 3641 7644
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=117 119 126 125 35 125 119 113 69 79 125 42 14 34 61 5 46 44 3 14 106 7 77 6 61 109 91 126 7 45
split_gain=59.5821 32.0382 31.8412 27.0872 24.671 22.8242 24.6961 17.2334 13.7359 13.6616 11.8903 11.39 11.3716 14.3949 13.4271 10.2455 10.501 9.58624 13.3856 11.839 10.69 9.40188 9.28667 9.1849 8.69123 8.72546 8.62045 8.40342 8.30799 8.28419
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1000000000000003 1.7500000000000002 -1.7811999999999999 1.2500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1.8316499999999998 -0.62730499999999989 1.2500000000000002 0.82824500000000012 0.93021500000000013 -0.56435999999999986 -1.9717499999999999 0.85444000000000009 2.0904500000000001 -0.73889499999999997 4.3416000000000006 1.87185 1.3541500000000004 -1.5793499999999996 9.0974500000000003 2.7674500000000006 0.8783200000000001 -3.7184499999999994 -15.690499999999998 0.90000000000000013 -0.79531499999999988 1.1313500000000001
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=5 2 -2 4 12 6 17 9 -6 22 -3 -11 14 -14 -4 16 -10 -1 20 -20 24 -9 -7 -22 25 -19 -17 -12 -27 -30
right_child=1 10 3 -5 8 7 -8 21 15 11 27 -13 13 -15 -16 26 -18 18 19 -21 23 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00011955302175350759 -0.00034349506134741508 0.0025750936429839422 0.0040408532437322554 -0.0011440332603958932 -0.0010621681114922677 0.00045924362810016137 0.0022510868019386637 -0.0017365399572724174 -0.0068332591277231684 0.0015942313045546606 -0.0010551201091731945 0.0036738096697385004 -0.0021165211709750962 -0.0085441016364869084 -0.0020774191614166423 0.013207904485170729 -0.001118063843637616 0.001711620170542257 -0.0037172692886088044 -0.014564156442345983 -0.0064419410440629266 0.00043687602621060671 0.0050835905745004618 0.002775610299808141 0.0013641741822947888 -0.0061087961794607255 -0.010227421535180147 0.00075517287215096378 -0.0023149797484197632 0.0084010749148118076
leaf_count=6727 27659 5045 1061 16601 1191 31057 5355 6125 3684 35668 11889 8075 2279 1410 5792 40 1028 1141 664 405 1833 26522 1125 317 2459 1578 2065 13912 2752 193
internal_value=0 -0.0192908 -0.0322522 -0.0522246 -0.0784854 0.0136875 -0.0146228 0.0197954 -0.120328 0.0280569 0.00710172 0.0395625 -0.0467004 -0.0914651 -0.0226034 -0.137639 -0.111728 -0.0322993 -0.0500381 -0.156534 -0.0389562 0.000582301 0.012418 -0.101658 -0.0223603 -0.0439129 -0.195642 -0.00158006 -0.0636263 -0.0322541
internal_count=225652 93656 62810 35151 18550 131996 23424 108572 8008 75925 30846 43743 10542 3689 6853 6817 4712 18069 11342 1069 10273 32647 32182 2150 8123 5664 2105 25801 4523 2945
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=117 119 126 125 34 121 119 125 112 114 45 125 92 10 5 14 119 16 10 2 49 58 75 81 86 38 62 83 125 83
split_gain=53.7728 28.9145 29.3679 21.5024 18.0923 17.022 16.3726 14.2038 10.8207 12.2153 13.228 10.731 10.0593 11.5643 11.6629 9.85871 9.75393 13.2428 9.86784 9.69239 9.21529 8.98214 8.67781 8.65389 8.42921 9.87418 8.39561 12.6012 8.32359 8.34229
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.7500000000000004 -1.96105 1.0000000180025095e-35 1.0000000180025095e-35 1.7500000000000002 -0.39962499999999995 1.0000000180025095e-35 -0.064485999999999974 1.2500000000000002 -2.0918999999999994 -0.52414499999999986 3.4284500000000002 0.060868500000000006 1.0000000180025095e-35 0.95919500000000013 1.1339500000000002 -1.08205 5.0828500000000014 -2.8643499999999995 -14.737499999999999 -1.5049499999999998 0.10961000000000001 3.3195500000000004 -1.4977499999999997 -1.7867499999999998 1.2500000000000002 -0.8512249999999999
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=3 2 12 5 22 8 19 15 16 10 -10 -3 -2 14 -14 -6 17 -1 -19 -5 -9 -15 -4 -21 25 -7 -11 -28 29 -20
right_child=1 11 4 6 7 24 -8 20 9 26 -12 -13 13 21 -16 -17 -18 18 28 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012850943298833508 0.00099963531977185919 0.0024463389610937555 0.0085729269358680703 0.00096283646289772483 -0.0041749247034708675 -0.0011638422163278721 -0.00037416806435994709 -0.0018396736319350874 0.001029229580875286 0.0020256998700465111 0.0031662413895669692 -7.5052915971058698e-05 -0.0018856615529319349 0.0065489952567847334 -0.0073430364542993402 -0.0079356656125681001 0.0015166158639954058 -0.0010006841070526588 0.0012492834469039671 0.00061933931586108382 -0.010814349910017855 -0.00062779211279260019 -0.0012347579673936814 0.0041090738765509746 0.00023464048250557081 -0.0084239183731811395 0.00031311174249445191 -0.0040452888983753118 0.0034470344748202689 -0.0083684665875804753
leaf_count=15791 6322 5045 236 5283 4201 16522 5435 5107 20136 3183 11308 25801 12958 444 1059 2978 8858 3356 834 2141 303 24115 5087 10435 15792 482 5418 2390 4323 309
internal_value=0 -0.0183263 -0.0306396 0.0130032 -0.0648741 0.00709482 0.0405746 -0.0855401 0.0153203 0.0259241 0.035955 0.00674664 -0.0169818 -0.0230413 -0.0459594 -0.114699 0.00187657 -0.0083644 0.022669 0.0552 -0.0468464 -0.00996087 -0.0159985 0.0702993 -0.0119429 -0.0273928 -0.00277318 -0.0204196 0.0488751 -0.0270158
internal_count=225652 93656 62810 131996 17912 108702 23294 12589 75906 42435 31444 30846 44898 38576 14017 7179 33471 24613 8822 17859 5410 24559 5323 12576 32796 17004 10991 7808 5466 1143
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=127 124 107 92 10 91 3 13 106 41 52 16 2 119 124 7 85 16 76 16 101 52 10 119 78 85 67 32 78 14
split_gain=59.5897 34.3769 17.8522 16.2402 15.9048 17.6636 14.9296 19.5371 12.8515 13.7903 12.2248 11.0794 10.5392 10.2269 10.2083 13.795 9.83116 9.52028 9.42406 11.4755 9.35637 9.0451 8.83963 8.72935 8.55221 8.36368 8.05183 7.54701 7.44401 9.02844
threshold=0.37500000000000006 1.0000000180025095e-35 0.35339000000000004 -2.8747999999999991 -1.8173499999999996 -5.9645499999999991 4.7557000000000009 -1.5439499999999999 -4.5988499999999997 -0.81495999999999991 6.5497500000000004 -0.40265499999999993 -0.14642999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -1.0365499999999999 -0.26747499999999996 0.26848500000000003 0.82582500000000014 0.99972500000000009 2.2502500000000007 4.8756500000000011 -0.74839999999999984 1.0000000180025095e-35 -0.92863499999999988 -1.0947499999999997 -0.87419999999999987 -0.9161649999999999 -2.1582499999999993 28.148000000000007
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 -3 5 16 20 -8 -6 12 11 -5 -10 -14 24 -16 28 27 19 25 -7 26 -12 -19 -4 -17 -9 -11 -2 -30
right_child=2 3 14 10 8 6 7 21 9 17 22 -13 13 -15 15 18 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.1182698178759144e-05 0.0056427985073087064 0.0011867115271758184 0.0024889841220320777 -0.0025526108848873529 0.0051335236767161086 -0.0012043934653027243 0.001997034841622088 -0.0050554810940359948 -0.00064237283639036213 0.0037087567122136601 -0.0078380485307204401 -0.0010387193144590784 0.0025491802543303487 -0.0019338458291624416 -0.0022778288451849485 -0.00276051002942042 0.0041369663686969 0.0042754540468483756 -0.001356008745799662 0.0032185247991915662 0.0022332849209614194 -0.020101473988986322 -0.0026185356527115879 0.00027398326617802043 0.0002826682247707314 0.0011133391547268725 -0.020075091136909955 0.0006266342654205029 0.00083181661228897211 -0.0058516495578364407
leaf_count=63781 564 4642 6193 21468 3024 7769 472 492 7870 2775 1410 27653 7964 1514 7984 2094 3427 8975 5772 4107 2656 198 1910 1607 15105 4164 109 6987 2320 646
internal_value=0 -0.0151312 0.0174525 -0.0329581 0.0288689 0.00468693 -0.0190463 -0.121369 0.0399473 0.0349151 -0.0379765 -0.0340071 0.0142015 0.0366614 0.0025297 -0.0115577 0.044587 0.0525782 0.00526372 0.0232975 -0.00657137 -0.21666 -0.0967051 0.0733557 0.0184843 -0.00365792 -0.15559 0.0300555 0.0075478 -0.0124771
internal_count=225652 120864 104788 57083 59369 18653 11696 1271 40716 37692 52441 49121 17348 9478 45419 24121 6957 20344 16137 10365 10425 799 3320 10582 21298 6258 601 9762 3530 2966
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=117 124 126 124 80 125 125 119 27 14 6 44 102 5 7 7 71 35 126 125 73 81 76 44 110 110 81 35 38 5
split_gain=44.2525 26.9065 22.9021 19.8916 15.5028 13.9204 13.2965 15.0101 12.6706 10.3081 15.3723 11.8351 10.7708 10.0886 10.087 9.40209 8.4796 9.27497 8.38008 9.86329 9.78722 8.23065 8.11357 7.83291 7.99041 7.82023 7.57907 7.39981 10.6281 7.39759
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 4.9006500000000006 1.2500000000000002 2.7500000000000004 1.0000000180025095e-35 1.0505500000000001 1.25485 -2.1956499999999997 -0.17257499999999995 0.15024500000000005 2.7842500000000006 2.2020000000000004 -3.2581999999999995 -2.5180499999999992 -1.5954499999999998 0.50000000000000011 1.7500000000000002 -6.0920999999999994 40.610000000000007 0.018441000000000003 -1.4717499999999999 -2.7927499999999994 -5.7324499999999992 1.4996500000000001 -1.8651499999999996 0.85990500000000003 2.3256000000000001
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=3 -2 18 4 6 21 9 15 -6 25 11 -11 26 16 -13 -8 -7 -18 -3 20 -20 23 -5 -4 -25 -1 -12 -27 -29 -22
right_child=1 2 5 22 8 13 7 -9 -10 10 12 14 -14 -15 -16 -17 17 -19 19 -21 29 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0055319789098340726 -9.4753303402653366e-06 0.00069581108831169699 0.0081028597959326969 0.00018776759248384284 0.0023210305044390617 0.0021079609499179892 -0.0072591314429624222 -0.00039316127390515198 0.011841667926830945 4.9690283355118117e-05 -0.0020887955775171141 -0.0050561956692331536 0.0010854112008465519 -0.0073939118814606176 -0.017606574817769303 0.003056834791180971 -0.00093198285124444921 -0.0048907489987079517 0.0015675350294858392 -0.00050900386755222055 -0.002424345937130899 0.010466313179485598 -0.0016907447487206997 0.00027580480996099898 -0.0070379831832483968 0.001158493726677553 0.0025597662283061637 0.00038021933743708679 -0.0028953246303422275 -0.0062397646985409474
leaf_count=836 48270 5956 96 11556 10937 1225 225 4954 361 1246 6285 1772 10001 867 176 12045 3884 2390 1348 14634 9121 77 11437 413 3899 33079 1019 23296 2771 1476
internal_value=0 -0.016625 -0.0341049 0.0117961 0.0174342 -0.0698473 0.0133788 0.0385956 0.0525048 0.00798208 -0.011377 -0.0751185 0.000387771 -0.0457494 -0.123802 0.0573533 -0.0339418 -0.0488005 -0.019987 -0.0275842 -0.0489063 -0.114798 -0.0149325 -0.12046 -0.126749 0.0145981 -0.0288053 0.0132406 0.000640384 -0.0591155
internal_count=225652 93656 45386 131996 109003 12851 97705 17224 11298 80481 20499 3194 17305 8366 1948 12270 7499 6274 32535 26579 11945 4485 22993 4408 4312 59982 7304 59146 26067 10597
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=117 119 121 69 10 34 114 112 95 45 57 0 97 91 32 14 3 80 73 26 77 10 13 7 7 71 69 44 97 107
split_gain=39.9379 22.6095 17.0679 16.5695 17.0346 14.7474 14.2184 14.5365 13.1784 12.3512 12.096 10.9555 10.6177 11.3244 9.46052 9.38296 12.5707 9.26264 9.01051 8.81415 8.5406 8.41411 9.13368 8.39386 8.31715 8.2031 8.00268 7.62284 7.53025 7.50739
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.9155999999999997 -2.0797999999999992 -1.1571499999999999 1.0000000180025095e-35 -0.38104999999999994 -1.3872499999999997 0.24252500000000002 -8.3587499999999988 1.5706500000000003 -2.0169999999999999 -7.656699999999999 -4.0622499999999997 28.148000000000007 7.3308000000000009 12.231000000000002 20.966000000000005 0.17798000000000003 0.89922500000000005 0.26389500000000005 3.2093500000000001 -0.90714499999999987 -0.66559499999999983 -2.5180499999999992 0.80608500000000005 -1.3233499999999998 4.197350000000001 -2.6547499999999995
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=2 3 6 20 5 14 7 18 24 15 -7 -12 -10 -14 -5 29 26 27 19 -1 -2 22 28 -4 -6 -11 -17 -16 -15 -9
right_child=1 -3 23 4 8 10 -8 9 12 25 11 -13 13 21 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010702694048677691 0.0011074282353600226 0.00031887988467046101 -0.001346912317597984 0.0057064620353943045 -0.0050862859878251397 7.0849280454355606e-05 -0.00018202990558026407 0.0027728638111260417 -0.0084060186577138395 0.00020276046717097938 -0.0050976993130209302 -0.010911174097630538 0.011431707768265079 -0.0019036609059625044 0.0033596419303544931 -0.0029606069779715932 -0.013905802501981132 0.0031778194050584596 0.010234875951783132 0.00088593693481537293 -0.0013261348926127342 -0.00017156614424797967 -0.0060624032590166632 0.00020139634167875981 -0.001707667823111653 0.0038638636669505962 0.0041258665856201528 -0.0044933955676858687 0.0017846170208561175 0.00094886359566011269
leaf_count=7512 8877 30846 13024 397 3376 733 21817 8870 466 1811 2536 1191 188 10631 350 1214 198 612 236 24665 6071 18034 1162 26697 3956 9861 593 2639 1591 15498
internal_value=0 -0.0157938 0.0112063 -0.0266821 -0.035759 -0.0764789 0.0186669 0.0255743 -0.0270185 0.0388323 -0.116014 -0.139109 -0.0182746 -0.0160652 -0.0323757 0.0268456 -0.0389116 -0.0485275 0.0100128 0.00858487 0.00238116 -0.0175295 -0.0365257 -0.00612548 -0.0652669 0.0659163 -0.012701 -0.0714767 -0.0284708 0.0322561
internal_count=225652 93656 131996 62810 47862 8458 92275 70458 39404 38045 4460 3727 32072 31606 3998 26373 2005 3601 32413 32177 14948 31418 13384 39721 7332 11672 1807 2989 12222 24368
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=127 125 119 126 2 119 81 119 110 52 16 3 13 35 110 14 16 61 43 126 125 99 127 92 10 10 44 80 16 52
split_gain=46.3999 26.3112 23.622 26.739 14.0806 21.2251 18.0881 14.0626 15.143 13.4856 13.6941 12.7065 15.1972 12.2926 12.5137 12.2103 11.6129 11.1769 11.0105 10.5861 13.0703 9.8552 12.3242 9.34378 8.94238 8.89579 12.056 9.06336 8.88498 8.40886
threshold=0.37500000000000006 1.7500000000000002 1.0000000180025095e-35 1.7000000000000004 -0.26886499999999997 1.0000000180025095e-35 -0.069823499999999983 1.0000000180025095e-35 -1.33395 6.5497500000000004 0.22966000000000003 9.4889500000000009 -2.3662499999999995 -2.1373499999999996 -0.65240499999999979 4.8304000000000009 -0.73909499999999995 -2.5458999999999992 1.14795 1.1000000000000003 2.2500000000000004 -1.6701999999999997 0.67500000000000016 -1.2011499999999999 -2.0797999999999992 0.12699500000000002 -0.26296499999999995 -0.11993999999999998 -0.76937499999999992 2.6704500000000002
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=2 7 3 9 16 6 29 8 -2 10 17 21 -13 14 -5 -14 28 -1 -4 -19 -21 25 -23 -24 -11 26 -10 -27 -3 -6
right_child=1 4 18 13 5 -7 -8 -9 11 24 -12 12 15 -15 -16 -17 -18 19 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00032676193980318543 0.0010475940684868236 -0.00033527168133032614 -0.00020888662087213558 0.0012003224586746668 0.0020198725861588322 -0.00038506738934802648 0.004010985474910524 0.0016268809065616966 0.00063281696986451934 -0.0075085983038385542 0.00010595643496283603 0.016976984237578322 -0.0062001467904624734 -0.0061355908419979711 -0.0041082897020342296 -0.02448456360147569 0.0014548227637421749 -0.0010236485212589826 0.0016057258569646786 -0.0039982007551649015 -0.00012930937764404131 -0.0011069948820127777 -0.00053814131763647312 -0.0068395206323584243 -0.0022435679576117548 -2.2018615763060002e-05 -0.0031806596053046 0.0046948824971721013 -0.010399786474871255 -0.0011513922749735056
leaf_count=7977 8652 13166 29635 1716 11764 7013 13438 7922 3695 1087 30106 47 241 3453 3144 147 17444 17694 11644 8324 2959 4866 800 2223 3125 4575 4720 1310 223 2542
internal_value=0 0.0154004 -0.013352 -0.0234204 0.0276502 0.0414501 0.0538744 -0.00509715 -0.0146298 -0.0171603 -0.013713 -0.0282371 -0.197496 -0.0770911 -0.0446778 -0.26255 0.0120939 -0.0266112 0.0060596 -0.035736 -0.0596715 -0.0249189 -0.053293 -0.103439 -0.0720465 -0.00926559 -0.0301235 0.0205593 -0.010058 0.0291276
internal_count=225652 104788 120864 79585 65590 34757 27744 39198 31276 71272 67060 22624 435 8313 4860 388 30833 36954 41279 28977 11283 22189 7889 3023 4212 14300 8415 5885 13389 14306
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=127 124 125 126 119 2 119 83 52 124 110 92 125 126 35 16 127 110 83 0 36 23 10 44 4 12 100 63 94 52
split_gain=41.8759 25.0276 23.8421 20.0764 18.304 16.0835 14.9072 15.199 18.5018 17.0111 11.6137 11.331 11.6772 12.177 12.8233 11.3132 10.4936 10.0054 10.9494 12.6137 9.91313 9.42517 9.42491 10.4948 12.163 9.30376 9.21129 12.1254 7.98748 7.77461
threshold=0.37500000000000006 1.0000000180025095e-35 1.2500000000000002 1.7000000000000004 1.0000000180025095e-35 -0.85459499999999988 1.0000000180025095e-35 -1.7867499999999998 2.6704500000000002 1.0000000180025095e-35 2.0094500000000006 -2.8747999999999991 1.7500000000000002 0.70000000000000007 -1.18455 -2.1857499999999992 0.67500000000000016 -1.9131499999999997 -1.5791499999999996 2.5010000000000003 3.6308500000000006 6.1809500000000011 0.12699500000000002 -0.26296499999999995 -1.9125499999999998 1.3969500000000001 -0.26279499999999995 -0.40330999999999995 2.2854000000000005 -2.3440499999999997
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 11 17 15 7 9 -9 10 -7 -3 13 -13 -15 21 -11 -2 22 20 -20 -4 23 -19 -25 -12 -26 -28 -8 -14
right_child=2 3 5 -5 -6 6 28 8 -10 16 25 12 29 14 -16 -17 -18 18 19 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=4.645373548911011e-05 0.00099639984422020939 0.0013879537156768398 -0.0013632239684725649 -0.0041474929051962149 0.0023078623161399202 0.0049276924007182303 -0.00056885907510059014 0.0012561438411872777 -0.0044474616703452357 0.00090470489510400707 0.0020389853071468012 -0.00057124517692974349 -0.007359194945347293 -0.001993099103771729 -0.005296287923415007 0.00067698912951960838 0.0031487028463501642 -0.00024439640132726826 -0.0027036788387483092 -0.011344475683110179 -0.017741257250268146 -0.013995894431352419 0.00058310922796187459 0.0052216889973565501 -0.010330884112801871 -0.0080060222778601739 -0.010891240892977966 -0.0012517844454851001 0.0032207545096504895 -0.00049345781286132522
leaf_count=63781 2920 4278 6659 5935 3645 8904 9777 10206 1652 13707 1543 7403 419 8717 4432 22981 8404 2316 2837 581 114 151 3753 272 800 271 444 1230 1621 25899
internal_value=0 -0.0126844 0.0146304 -0.0278952 -0.0175124 0.021709 0.0316831 0.0399168 0.00923089 0.0510008 0.083696 -0.0215069 -0.0260036 -0.0438652 -0.0621294 0.00293162 0.0351522 -0.0327136 -0.045163 -0.0922083 -0.0656919 -0.0328666 -0.0263129 -0.0544679 -0.0962841 0.0107665 -0.118352 -0.0761697 -0.000598161 -0.0120553
internal_count=225652 120864 104788 57083 18912 85876 56085 44687 11858 32829 10718 51148 46870 20552 13149 29791 22111 15267 12347 3532 2951 6810 8815 5062 2746 1814 2474 1674 11398 26318
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=127 119 73 14 91 42 83 54 1 119 54 39 3 61 52 100 43 43 102 23 68 35 52 119 1 94 0 21 104 15
split_gain=37.793 19.7741 15.7424 17.5496 14.7758 17.0673 12.2865 13.8448 12.104 15.8489 11.9523 11.8518 11.6006 11.5499 10.129 11.5462 9.99367 9.95127 8.61217 8.51468 8.20795 8.18773 9.82834 8.03745 12.909 8.19896 7.75182 7.60445 7.57083 7.49514
threshold=0.37500000000000006 1.0000000180025095e-35 -6.9316499999999994 0.93021500000000013 0.83477500000000016 1.0364500000000001 -1.4955499999999999 0.63236500000000018 -1.4248499999999999 1.0000000180025095e-35 3.6478500000000005 -1.2969499999999996 3.6939000000000006 -2.5458999999999992 7.7155000000000014 0.86635000000000006 -0.91613499999999992 0.8094300000000002 -3.3224499999999995 0.22857500000000003 -1.3263499999999999 -0.47902499999999998 1.3978500000000003 1.0000000180025095e-35 0.76461500000000016 -0.33136999999999994 5.5168000000000008 1.0848500000000001 -0.8067899999999999 0.92172000000000009
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 13 5 6 8 -8 29 10 -10 12 -9 -4 15 21 -16 -3 -15 28 -14 -5 -23 24 25 -6 -7 -22 -12 -2
right_child=4 17 3 14 23 26 7 11 9 -11 19 -13 20 18 16 -17 -18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089341224749030592 0.00076561114284512345 -0.00031867496786948407 0.0014416570476475192 -0.0024747816006110888 0.00020558196240507239 0.0033501692927408303 0.00054042504400778665 -0.0030882425530540537 0.0024592374580410304 -0.00062268097849642453 -0.00076703697410658469 -0.00034569493081022047 -0.001319622463437126 -0.0040861675897428847 -0.011798047248549853 -0.00073716674523439539 -0.0031050891090634376 0.0012830260742879851 -0.00090421465976869896 0.0042130385505060233 -0.017695665124755251 -0.0039278993659083048 -0.01081169558385665 0.0011600160225428344 0.0010379502536761742 -0.002109184742111303 -0.0038015170577807423 -2.5700665500066053e-05 -0.0076309497588927452 -0.0025056906865575362
leaf_count=9105 4165 25708 5128 8847 5641 9297 13203 1572 26396 6349 1569 2641 153 2239 564 7689 799 15571 42322 603 367 2215 677 8703 8214 11886 395 73 540 3021
internal_value=0 -0.0120502 -0.0212621 -0.0263171 0.0138988 0.0222081 0.0159815 -0.00591988 0.0252309 0.0328155 0.0426895 -0.0518759 -0.106723 -0.0161099 -0.0507117 -0.0448654 -0.134044 0.00571017 -0.0212819 -0.020529 -0.225905 -0.0645953 -0.110787 -0.00307092 -0.0119532 -0.0272837 0.061174 -0.295281 -0.0504902 -0.0121929
internal_count=225652 120864 79585 70480 104788 70344 60652 18009 42643 35457 29108 4806 2165 49689 20791 19428 1363 41279 44561 2712 593 11739 2892 34444 25741 17527 9692 440 2109 7186
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=124 126 16 61 5 91 42 69 35 6 10 55 87 16 86 96 42 111 10 10 105 15 10 61 110 2 91 110 80 92
split_gain=28.8859 34.2621 21.4612 11.5314 11.1631 10.741 11.8427 10.5825 11.6313 10.4478 9.89968 13.1043 9.84184 9.75433 8.96056 8.89194 12.1542 9.61622 9.55938 8.4056 8.5832 8.38174 9.07736 8.52679 8.22335 7.78942 8.07321 7.55557 8.48766 8.07752
threshold=1.0000000180025095e-35 1.3 0.26848500000000003 -0.66092499999999987 7.1807000000000007 -3.7748499999999994 1.4384500000000002 -1.9155999999999997 -2.1373499999999996 2.9261500000000003 -0.42660499999999996 -0.67652499999999993 0.71246500000000001 -0.14345499999999997 0.15039000000000005 -1.2008499999999998 0.10324500000000002 0.41180000000000005 -4.0410499999999994 -0.16241499999999998 0.5056250000000001 1.4961500000000003 -2.0340499999999992 -6.910849999999999 1.6449500000000004 0.022310500000000004 1.5469000000000002 0.80092000000000019 12.231000000000002 -0.92998999999999998
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=5 2 3 -2 15 -1 -7 27 12 10 11 13 24 -5 -12 -4 17 -17 -18 -10 -21 -19 23 -23 -9 26 -16 -3 29 -29
right_child=1 7 4 9 -6 6 -8 8 19 -11 14 -13 -14 -15 25 16 18 21 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018755188650896261 9.4212845052328987e-05 0.0018876174190364061 -0.00060011225150715427 -0.004604922489009235 -0.01174183155831917 8.3245422667705746e-05 0.0013817183004305909 0.00033866605046534734 -0.0068499985720628783 0.00079511604374055763 -0.0020604067285080563 -0.0019392635918246181 -0.004290357759191797 -0.012334084275578555 0.00046438628258237824 -0.0012341842482366224 -0.0098515041510392806 0.0019898111698382456 0.0022868666384589947 -0.00091358705609325395 -0.0054635456214149527 0.0015106049530884157 0.0021347960096469699 -0.0057107829398570726 -0.004528271820748931 0.0022977737376950707 -0.0040645322886605408 0.00018581817213845158 0.023642711611765049 -0.0059567027379024279
leaf_count=13815 19479 2065 10063 2306 181 75207 22909 4403 2633 4447 10048 7153 2740 496 2909 6944 164 8049 14772 2029 2119 612 1307 1231 1081 2824 1487 1136 31 1012
internal_value=0 -0.0112248 -0.00338979 -0.017261 0.0129872 0.0114043 0.00772849 -0.0496781 -0.0621479 -0.0290366 -0.0363776 -0.0614931 -0.0368665 -0.119462 -0.0218984 0.0140269 0.0219453 0.00455328 0.0430717 -0.0928092 -0.0647585 0.0226818 -0.0210496 -0.0662559 -0.012414 0.00497466 -0.0213515 -0.0055902 -0.0466652 -0.0541629
internal_count=225652 113721 94472 51149 43323 111931 98116 19249 15005 31670 27223 9955 8224 2802 17268 43142 33079 18143 14936 6781 4148 11199 3150 1843 5484 7220 4396 4244 2179 2148
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=126 125 3 106 14 3 7 39 40 16 65 113 122 67 71 126 112 42 60 74 26 36 14 14 31 14 16 85 49 92
split_gain=25.2975 15.8139 13.8302 12.0565 12.3936 15.2503 15.9401 11.2284 11.1975 10.0845 9.60096 9.10956 11.3949 8.20897 8.05444 8.40265 9.30411 8.90217 7.55914 7.55595 7.52034 7.47309 7.40605 7.3999 9.07525 7.25831 8.29051 7.58115 7.73319 8.68025
threshold=1.1000000000000003 1.2500000000000002 5.447350000000001 -3.3780499999999996 1.6062500000000004 8.2207000000000026 -2.3119499999999995 -1.2969499999999996 -2.5991499999999994 -0.46617499999999995 -1.83205 1.0000000180025095e-35 1.0000000180025095e-35 8.6140000000000025 -2.7799499999999995 1.0000000180025095e-35 -0.36381999999999998 -0.31080999999999998 -1.5499499999999997 22.749000000000006 -2.5211499999999996 -0.62458499999999983 1.87185 0.71109500000000014 -0.28569999999999995 3.4435500000000006 -3.4180499999999996 -0.085917499999999994 7.1147500000000008 1.41815
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=3 8 9 25 11 6 22 -7 -2 20 -10 12 14 -8 -5 16 19 21 -4 -16 -3 -18 -6 24 -12 -1 -27 28 29 -28
right_child=1 2 18 4 5 7 13 -9 10 -11 23 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0019826150702946677 -0.00014806045471353737 0.0009139608821350639 0.0035308724051209364 -0.00039626672956708019 0.0046720347433444973 -0.011845394164840907 -0.00011988829589149296 -0.0021358556896302616 0.00032112456413986167 0.00057664966023490455 -0.004455666922301575 -0.00031507507393522573 -0.00042160451551867057 -0.0098596486186078927 0.00082702835437297459 0.00012606397709124528 0.0030817879555284557 0.0035606628245564275 -0.0054414535687162839 0.0097073373394740599 -0.0018413968301800089 -2.9002762286055399e-05 -0.00493070422930843 -0.0062319826260072847 -0.00016769309331408216 0.0072622366485017133 -0.0022103380573935648 0.001417483023743549 -0.0094524349219448477 0.0025588729404815995
leaf_count=15082 3712 3217 268 9399 218 516 28370 704 1483 18302 3666 36668 19666 218 23536 13853 3278 8727 1892 242 10757 4697 2543 2636 1860 405 3483 4660 280 1314
internal_value=0 -0.0204256 -0.00909676 0.00548863 0.00214165 -0.0151597 -0.0108909 -0.12485 -0.0496328 -0.00391241 -0.0675949 0.00683479 0.0126105 -0.00388319 0.0191037 0.0237794 0.0310543 0.0491436 -0.0865644 0.0183481 -0.0241415 0.0249928 -0.08345 -0.0810436 -0.0602475 0.0257418 0.0050557 -0.000775309 -0.0275081 -0.018079
internal_count=225652 47793 34436 177859 152635 32569 31349 1220 13357 32276 9645 120066 83398 28588 63732 54333 40480 16702 2160 23778 13974 7975 2761 8162 5526 25224 10142 9737 5077 4797
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=124 125 126 35 16 76 61 3 62 0 110 117 108 119 125 40 90 71 76 49 11 110 81 97 55 25 41 65 80 81
split_gain=25.9329 40.1442 18.6302 14.1172 12.9175 11.349 9.85312 9.6711 9.75497 9.3193 9.21915 9.05026 11.5243 8.71215 9.83306 9.05257 10.1973 8.46764 8.73454 8.00803 7.85092 9.38194 8.13127 8.19277 7.27564 7.26151 7.15851 7.04676 6.89499 6.72669
threshold=1.0000000180025095e-35 1.7500000000000002 1.1000000000000003 -1.7013499999999999 1.0000000180025095e-35 -1.2221499999999998 -2.9238499999999994 9.4889500000000009 -0.97909499999999994 -0.51785499999999984 0.22766500000000003 1.0000000180025095e-35 1.1160500000000002 1.0000000180025095e-35 2.7500000000000004 5.2602000000000002 -5.0675499999999998 -0.078095499999999984 3.3597500000000005 -0.47377499999999995 -1.3106499999999996 -0.99302999999999997 17.621500000000005 4.7926000000000011 1.34555 0.80987500000000012 0.7142550000000002 0.76339500000000016 2.4986500000000005 -0.9323999999999999
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=11 2 5 20 6 9 -3 -7 -9 -2 -6 12 17 14 15 16 -14 -1 -19 -15 22 -22 25 -24 26 -4 -18 -28 -12 -8
right_child=1 4 3 -5 10 7 29 8 -10 -11 28 -13 13 19 -16 -17 24 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00018315031154110504 -0.0012842237167907389 0.0012825972016575599 0.0027514735840772379 -0.0051571439257707442 0.0016214655965130964 -0.00141467942252495 -0.0018503578852644951 0.0024738708881135935 -0.012293317906935759 0.0020547164309911007 0.00028456512203072214 2.3957038719772439e-05 0.0054239143747423085 0.002391900982480424 0.0059686374430511059 0.0069408673721840205 -0.0013471671737541151 0.00094413369361845086 0.0051632237952271114 -0.00061391690850547988 0.00041096490307232069 -0.0039405212322132493 4.1145862390597661e-05 0.040552628842683944 0.0036059260610253017 -0.004860458728514783 0.00076415127712519358 0.0085922867098109576 -0.0037240079695473301 -0.0002228241529737525
leaf_count=23066 3791 6557 1120 5579 20133 24676 10688 156 395 4657 12666 48270 1462 4063 2057 889 3588 19080 1311 4874 1746 4263 24 26 1751 435 1135 385 1172 15637
internal_value=0 -0.0106356 -0.0330751 -0.0649282 0.0050959 -0.0205958 -0.00903287 -0.0312194 -0.162248 0.0111277 0.0187717 0.0108056 0.0186356 0.0383681 0.0568623 0.0429009 0.0326534 0.00946154 0.0243078 0.0150522 -0.0369272 -0.0535227 0.0252051 0.422142 0.0164913 0.0124418 -0.0025775 0.0549387 -0.00109877 -0.0176721
internal_count=225652 113721 46868 13193 66853 33675 32882 25227 551 8448 33971 111931 63661 20204 11267 9210 8321 43457 20391 8937 7614 6009 1605 50 6859 1555 5108 1520 13838 26325
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=127 124 126 124 91 43 52 52 92 7 55 7 79 98 15 94 76 10 92 5 50 7 76 124 16 83 124 55 88 10
split_gain=29.3821 16.9597 15.8195 14.2796 12.5497 11.4792 11.7188 10.2989 8.75252 8.80781 9.33352 7.9156 13.4214 7.64562 10.4493 7.44974 8.44278 7.23613 7.20983 7.16934 7.57768 7.02312 7.17782 7.00381 6.97929 6.9434 10.1326 9.4944 7.78526 7.58183
threshold=0.37500000000000006 1.0000000180025095e-35 1.7000000000000004 7.5000000000000009 -0.48914999999999992 0.41109000000000007 7.4019000000000004 6.5497500000000004 -3.1279999999999997 -3.5816499999999993 -0.82690499999999989 -0.90714499999999987 2.5368000000000008 -1.79375 1.1191000000000002 0.54527000000000003 0.57979500000000017 -4.6730999999999989 -2.8747999999999991 3.5076000000000005 4.1578000000000008 -1.5598499999999997 -3.0362999999999993 -1.0000000180025095e-35 -2.8940499999999996 -1.3346499999999997 -1.0000000180025095e-35 -2.8431499999999996 -1.5627499999999996 0.24471000000000001
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 7 4 5 6 11 18 -6 -10 -11 12 -2 -5 21 16 -4 -7 -3 -8 -21 -15 -23 -19 -14 26 -13 -27 -29 -30
right_child=3 2 15 13 8 17 19 -9 9 10 -12 25 24 14 -16 -17 -18 23 -20 20 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=2.907268744812556e-05 -0.0019609901536029469 0.0012713370101069014 3.6229598436310165e-05 0.00091415415023039098 -0.0021223961204986002 -0.011590561377015548 -0.0018379832921987947 -0.0037232127319986306 -0.0054182282065951349 -0.00036454827853868617 0.0011370033118384085 -6.2292209901154393e-05 -0.0034453932315016119 -0.0030476632901201197 -0.0038553383871221623 -0.0056425315305472252 -0.005032113168543937 0.00055557211744411644 -0.00088724419691874079 -0.0047367873057751484 -0.024752157504947202 0.005619711593448741 -0.00024527803650053001 0.0043458965339158231 0.0026949915512166685 -0.007464187936615606 0.0031845951716979446 -0.010982077761073563 -3.6686464104734896e-05 0.0047041403555034373
leaf_count=63781 4090 4242 1983 5529 3291 80 1190 2986 611 15709 30332 3057 523 2155 3070 2549 1403 1553 43920 131 74 562 7270 5663 4018 366 11229 133 2975 1177
internal_value=0 -0.010625 -0.0231464 0.012255 0.0176755 0.0318363 0.0229059 -0.0174757 0.00739465 0.0109107 0.0124936 0.0274308 0.00233133 -0.0128851 -0.0260833 -0.0720169 -0.0412771 0.0672872 -0.0139424 -0.0665144 -0.239237 -0.0103987 0.00351151 0.0706031 0.0397557 0.0388705 0.0497962 0.00531121 0.0185158 0.0261447
internal_count=225652 120864 57083 104788 86202 36259 28963 51148 49943 46652 46041 27568 8631 18586 13057 5935 3386 7296 48162 1395 205 9987 7832 7216 4541 18937 14286 4651 4285 4152
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=127 125 124 125 124 76 16 120 90 127 75 10 35 0 69 41 55 64 7 113 84 18 27 31 89 16 52 44 7 70
split_gain=26.5173 20.8315 15.3061 13.0458 11.9984 15.9751 9.9136 17.8876 10.3172 11.0439 9.67286 9.09169 8.99035 8.81901 8.27327 8.23172 7.84483 7.29087 7.1778 8.53929 8.53541 8.01635 7.09049 7.06451 6.96945 6.85174 6.72328 6.61904 6.44515 6.36746
threshold=0.37500000000000006 1.7500000000000002 1.0000000180025095e-35 1.2500000000000002 1.0000000180025095e-35 -1.2807499999999996 0.22966000000000003 1.0000000180025095e-35 1.0235500000000004 0.67500000000000016 -10.692499999999999 -0.74839999999999984 -1.0329499999999998 6.5084500000000007 -0.78375499999999987 1.0784500000000004 -1.1698499999999996 -2.9843499999999996 5.9771500000000009 1.0000000180025095e-35 -1.5247499999999998 13.602500000000001 1.4746500000000002 -4.571299999999999 -1.9175499999999996 -2.1576499999999998 -2.3440499999999997 -1.3067499999999999 -3.5816499999999993 -3.3047999999999997
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=2 4 -1 10 -2 25 18 -8 9 22 -4 13 -12 29 -10 -11 23 -13 19 21 -21 24 -9 -16 -3 -6 -5 -15 -22 -7
right_child=1 6 3 26 5 11 7 8 14 15 12 17 -14 27 16 -17 -18 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.7619063392127371e-05 0.0006236068977605667 0.0022337590063053522 0.0023778802174554766 -0.0056187561330713204 -0.0030362267668303839 -0.012675156616076025 -0.00075158445067153863 0.0015495270046007236 -0.0013732978065214966 0.003752220037011548 -0.0018851481105048051 -0.019536189088281596 -0.0047011115825658688 0.010100487349554897 0.01595907517454841 0.0084531407336303176 0.0039361193488945297 -0.00094522768305514921 0.0033294270025075652 -0.0040606023398829117 -0.011271104797027833 0.0061529151150396897 0.0057383394273713296 -0.0024918622283372754 0.0002121447262503861 0.0021182909423940791 -0.00058907569775722157 -0.014733654957248163 -3.7366351273288178e-06 -0.0027545607392880016
leaf_count=63781 17916 5720 976 675 760 167 5657 10227 2875 6326 8895 53 4160 30 55 1092 2251 10628 2184 1728 129 702 1121 914 16740 4250 42377 254 7869 5140
internal_value=0 0.0116423 -0.0100938 -0.0219891 -0.0065963 -0.0226488 0.022542 0.0357215 0.0472702 0.05888 -0.0484701 -0.0378513 -0.0556492 -0.0705224 0.0115247 0.0888848 0.0463378 -0.0207496 0.0110739 0.00738729 -0.0174791 0.017829 0.0392663 -0.0288919 0.01454 0.0267274 -0.0133587 -0.242207 -0.00370937 -0.0613348
internal_count=225652 104788 120864 57083 39198 21282 65590 30518 24861 18766 14031 16272 13055 5591 6095 7418 3220 10681 35072 32888 9726 23162 11348 969 22460 5010 43052 284 7998 5307
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=127 125 107 14 34 7 14 7 86 36 127 48 127 52 125 76 35 49 113 34 59 114 39 22 49 126 85 84 38 40
split_gain=23.9319 19.3228 12.1679 10.1573 13.0763 9.95528 11.2263 10.2524 9.85817 16.1503 9.76815 9.27419 8.67363 8.65705 9.19071 8.4225 7.97333 9.85748 7.47127 7.66488 9.24346 7.37225 7.25654 7.2099 9.37031 7.10781 7.10594 7.23079 6.93886 6.93884
threshold=0.37500000000000006 1.2500000000000002 -2.5821999999999998 0.93021500000000013 -0.76958499999999985 -0.88854999999999984 2.2494500000000004 -2.3844499999999997 0.15039000000000005 5.4307500000000006 0.67500000000000016 -0.85104999999999997 0.67500000000000016 1.2408500000000002 1.7500000000000002 -3.0362999999999993 -1.3889499999999997 1.0335500000000002 1.0000000180025095e-35 -0.58958499999999991 0.21724500000000005 1.0000000180025095e-35 3.2503500000000005 -1.4318499999999996 7.9328000000000012 1.7000000000000004 1.9819500000000001 0.84031000000000011 4.4528000000000008 0.22501000000000002
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=3 10 11 15 -5 6 18 -8 9 -7 -2 -3 -10 14 -6 -1 22 -18 -4 -20 29 -14 -12 26 -25 -17 27 -13 -23 -21
right_child=1 2 5 4 13 8 7 -9 12 -11 16 23 21 -15 -16 25 17 -19 19 20 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015193196236708941 -4.4333147521423432e-05 0.0042335968187947413 0.00085978978237975291 -0.00039655783239536928 -0.0032399293081358683 0.00053567085972583796 -0.0073169246895476731 -0.0012712325404430798 0.001036784746871369 -0.0068543045911081991 -0.00054127090044233652 -0.00054493411939983362 0.0037210867280022264 -0.0041394607577303379 -0.00020606345179220655 -0.00017900654002427435 -0.0028697727384812523 -0.01013614853903674 0.00029033845720568641 -0.014141410733395627 -0.001308831637394323 0.00032281314312604446 -0.0090131339414424635 0.0026131956923675414 -0.0029312004969217591 -0.0018872528242797207 0.0057988987805494465 -0.0084026797452228987 -0.015957854242172161 -0.0043468515439952981
leaf_count=6723 12132 3858 13714 21678 4394 22888 928 2870 14413 764 3959 2535 6727 4553 5780 71076 1936 615 3337 282 1708 1006 270 8723 835 6660 383 331 70 504
internal_value=0 0.0110602 0.0174327 -0.00958906 -0.0235522 0.0115917 -0.00522015 -0.0549686 0.0201475 0.00593924 -0.0178764 0.0416908 0.0352742 -0.0465462 -0.0303269 -0.00357044 -0.0482774 -0.0924313 0.00444701 -0.025537 -0.0674753 0.0621285 -0.0216431 0.0287431 0.0425766 -0.0065072 -0.0119527 -0.0290488 -0.0147268 -0.157219
internal_count=225652 104788 85876 120864 36405 69211 23343 3798 45868 23652 18912 16665 22216 14727 10174 84459 6780 2551 19545 5831 2494 7803 4229 12807 9558 77736 3249 2866 1076 786
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=127 125 119 124 126 67 52 110 7 0 14 7 120 52 127 52 10 71 125 26 51 96 58 47 16 84 124 109 116 98
split_gain=21.5985 18.1803 14.1021 13.7167 13.4639 13.0793 18.3826 13.8246 11.3881 10.4165 10.2967 10.0176 11.1622 9.71714 9.59148 9.21651 8.98973 8.75734 8.59719 10.6804 8.52186 9.16167 12.8134 8.41245 8.32024 9.69855 8.33443 8.3006 8.08925 7.94434
threshold=0.37500000000000006 2.7500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.7000000000000004 -1.5704499999999999 3.0404500000000003 -1.80765 -3.3967499999999995 0.21980500000000003 1.4241500000000002 -0.81297999999999992 1.0000000180025095e-35 4.2146000000000008 0.67500000000000016 6.5497500000000004 1.0000000180025095e-35 -2.8303499999999997 1.7500000000000002 -21.287999999999997 0.87298500000000012 -0.34556499999999996 -0.34561999999999998 165.56500000000003 0.22966000000000003 -1.2652499999999998 7.5000000000000009 -2.5175499999999995 1.0000000180025095e-35 -0.049323999999999993
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=3 5 8 -1 15 7 9 28 -3 20 -11 12 -9 17 -10 -5 -8 -13 19 -14 21 -7 -23 29 25 26 -19 -24 -2 -12
right_child=1 2 -4 4 -6 6 16 11 14 10 23 13 18 -15 -16 -17 -18 24 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8430089135551881e-05 0.0012807297926091194 -0.0086318672789662144 -0.00086760946768966573 -0.00058982201850030138 -0.0032727860549850059 -0.0024683371717396621 -0.010897150571236705 0.0015560560659280606 0.0017832248580750673 -0.0012247919160635018 -0.010438276683727502 -0.00077010407132849928 -0.020529798136615172 -0.0013322972959605049 0.0044141381001629575 -0.0034524857016473356 -0.0031129863523638134 -0.00067640296954357617 -0.00027227436182366432 -0.0023829478983002639 0.003211973497258676 -0.0012926275648341855 0.014379019530367127 0.010882812806765639 0.002296091973585092 0.0012619563777318992 -0.0072469487914921128 0.003370915567220089 0.0041974329317507227 0.0013314355013033983
leaf_count=63781 10395 221 3570 48162 5935 2907 628 4267 8930 4069 737 5814 82 5268 5660 2986 906 2632 8881 7245 2203 2004 197 62 12661 10288 591 1310 3082 178
internal_value=0 0.0105072 0.0390656 -0.00910961 -0.0203704 0.00443204 -0.022196 0.0101166 0.0526643 -0.0105455 -0.0466308 0.00338422 -0.0143846 0.0131501 0.0560771 -0.0151389 -0.125994 0.0197044 -0.0263647 -0.0517208 0.0105757 -0.00784455 0.0265346 -0.138818 0.0275031 0.0102432 -0.0376248 0.0961986 0.0389548 -0.162973
internal_count=225652 104788 18381 120864 57083 86407 15201 71206 14811 13667 5046 57729 20475 37254 14590 51148 1534 31986 16208 7327 8621 6418 3511 977 26172 13511 3223 1507 13477 915
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=127 125 119 119 126 2 119 55 35 36 125 102 125 5 126 76 16 55 61 110 86 22 102 23 16 110 5 102 36 127
split_gain=19.4927 16.6894 14.9238 11.9575 16.0899 11.5317 11.2843 13.816 11.5212 11.6347 11.1486 10.7731 9.7568 9.08772 8.5961 14.876 11.9091 12.6976 8.74543 8.09293 8.10513 8.0758 8.07351 7.99408 7.83152 9.06882 9.07235 8.08009 7.78424 7.88297
threshold=0.37500000000000006 1.2500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.7000000000000004 -0.67109499999999989 1.0000000180025095e-35 0.63954000000000011 -1.7667499999999998 0.8667450000000001 1.7500000000000002 -1.8393499999999998 2.2500000000000004 2.4989000000000003 1.1000000000000003 -2.8178499999999995 -0.036816499999999995 -2.6062499999999997 0.29669000000000006 -0.54278999999999988 0.56732500000000019 -1.7414499999999997 -2.6326499999999995 6.1809500000000011 -2.0958499999999995 -1.4114499999999996 2.7842500000000006 -0.46199999999999991 5.4307500000000006 0.67500000000000016
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=3 2 24 4 12 23 7 8 28 -10 -5 -6 14 -11 -1 -16 18 -18 -17 20 -13 -9 -20 -3 -2 -26 -27 -28 29 -7
right_child=1 5 -4 10 11 6 -8 21 9 13 -12 19 -14 -15 15 16 17 -19 22 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00039578695153831187 -0.0041007935561923215 0.00012388901925952829 0.0020290055259214574 0.0013504236680455311 -0.0065896619962886073 0.0013276167160565663 -0.00019160708048344394 4.686468947884937e-05 0.00050870963600336216 -0.0014551647665932634 -0.00036014340069883289 -0.0022218712380440053 0.00029718702202615474 -0.0083805159922842806 0.0035486834990578866 -0.00180507948864444 -0.0058869357955264367 -0.00012181831451630335 -0.010238763272090702 -0.0033652699537623518 0.0034474771908728332 0.0032423344995583083 -0.00406562302288701 -0.010215823482684891 0.0011248009220221949 -0.0012890812755216889 -0.011344243549880244 -0.0025228853936307134 -0.00079021349067280762 0.0038939351333438436
leaf_count=28411 2484 33009 3645 14913 1579 7932 10732 2311 8516 1583 26366 1475 23083 676 1240 4666 1085 7977 606 4158 1101 13690 4204 188 3527 8187 444 625 2434 4805
internal_value=0 0.0099818 -0.0169108 -0.00865413 -0.0158175 0.0159042 0.0251032 0.0325062 0.0182541 -0.00675004 0.00515678 -0.0574509 -0.0109615 -0.0705512 -0.0190593 -0.035067 -0.04216 -0.0162416 -0.0669461 -0.0400189 0.00402494 0.0556164 -0.0968672 0.00130667 -0.0306367 -0.0206527 -0.0370945 -0.123735 0.036013 0.0459151
internal_count=225652 104788 18912 120864 79585 85876 52679 41947 25946 10775 41279 8313 71272 2259 48189 19778 18538 9062 9476 6734 2576 16001 4810 33197 15267 12783 9256 1069 15171 12737
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=124 125 76 126 127 114 86 127 94 2 71 3 119 73 5 2 86 13 16 57 5 52 95 83 127 99 114 16 37 6
split_gain=18.8466 27.392 14.129 13.4756 11.1782 11.5457 13.4811 9.91597 11.1288 9.73092 9.34611 9.00275 8.97017 7.85511 7.46772 7.39907 7.06714 7.80279 7.00341 6.85803 7.68944 6.73179 7.53478 7.50995 6.61541 8.30307 9.75496 8.57836 13.0787 8.26736
threshold=1.0000000180025095e-35 1.7500000000000002 -1.2807499999999996 1.3 0.52500000000000013 1.0000000180025095e-35 -0.52497999999999989 0.37500000000000006 -3.3257499999999998 -0.14642999999999998 0.74777500000000008 12.996500000000003 1.0000000180025095e-35 20.966000000000005 3.9764500000000003 -2.6691499999999997 1.7000500000000003 -1.3413499999999996 -1.8109999999999997 -0.37372499999999992 -0.14669499999999996 3.0404500000000003 -1.10605 -1.1386499999999999 0.67500000000000016 -1.8596999999999999 1.0000000180025095e-35 -2.2505999999999995 1.1273500000000001 3.4446500000000007
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=7 2 18 11 -3 6 15 -1 12 -8 14 24 -9 -10 16 -6 -5 -18 -2 -20 -21 22 -17 -24 -4 -26 27 29 -29 -27
right_child=1 4 3 10 5 -7 9 8 13 -11 -12 -13 -14 -15 -16 21 17 -19 19 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=5.1689853253924681e-05 -0.0023741305710553622 -0.00031377062030950146 -0.00084213500399314049 -0.0032814675261881206 -0.0084855954819560552 -0.0013751151173573744 0.0010531371610517195 0.0049734949419169509 0.00069785322318836353 0.003784369004892952 -0.0064867081684923779 -0.010580199345507978 0.00027583177031442058 0.0082724620537845874 -0.010528472371884741 -0.0023216546891641487 0.011119583673298178 -0.0005045219222979488 0.0020359238134505862 -0.0026931008433163229 0.0015511800806586567 -0.0040765203240186107 -0.00011212211418780686 0.0035576941507427656 -0.0013004417905797577 -0.015765906689625422 -0.011826663238413667 -0.00011848316570643272 -0.012945471722392821 0.00258061371474381
leaf_count=63781 2213 41200 21093 3944 254 4219 6205 2969 43291 6874 2182 262 1545 345 284 1633 164 1206 4904 2275 2010 833 3105 2530 3995 236 433 1351 233 83
internal_value=0 -0.00906676 -0.0276027 -0.0374473 0.00392802 0.0203152 0.0297275 0.00921176 0.0200445 0.0497721 -0.0742186 -0.0271143 0.0673127 0.0151548 -0.0525796 -0.00165055 -0.0441361 0.0177395 0.00301927 0.0151817 -0.014044 0.00361887 0.013378 0.030711 -0.0253517 -0.0537013 -0.101061 -0.0702357 -0.0401056 -0.219847
internal_count=225652 113721 46868 35466 66853 25653 21434 111931 48150 13079 7780 27686 4514 43636 5598 8355 5314 1370 11402 9189 4285 8101 7268 5635 27424 6331 2336 1903 1584 319
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=124 16 57 114 9 95 10 61 127 92 6 10 102 8 23 127 60 66 2 36 96 42 4 121 80 86 119 35 55 38
split_gain=17.0091 19.0227 13.2461 11.6036 10.5133 9.98047 10.9134 13.2456 8.94917 12.125 8.85324 9.63367 10.9679 10.6069 9.27818 8.6405 10.2745 8.48498 7.82525 7.47784 7.76781 9.22316 8.89311 8.57678 9.71649 7.47228 7.37692 9.04754 7.87991 9.60735
threshold=1.0000000180025095e-35 0.26848500000000003 -2.4956499999999995 1.0000000180025095e-35 -1.4727499999999998 -1.1372499999999997 -4.0410499999999994 -3.8169999999999997 0.37500000000000006 1.1918500000000003 2.9827500000000007 -0.74839999999999984 0.58276500000000009 1.55935 -2.4260499999999996 0.67500000000000016 3.7095500000000006 -1.2513499999999997 -2.2235499999999995 12.0905 3.9842500000000007 0.14275500000000002 0.72432500000000011 1.0000000180025095e-35 0.81998500000000007 3.3119000000000001 1.0000000180025095e-35 -1.4672499999999997 -2.7426499999999998 -2.4958499999999995
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=8 2 17 10 -5 -3 7 -7 -1 -10 11 12 -4 -13 -12 -8 19 -2 -15 20 21 22 -17 -23 -25 -6 27 -11 29 -29
right_child=1 5 3 4 25 6 15 -9 9 26 14 13 -14 18 -16 16 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.9105355081910325e-05 0.0010845332111820937 -0.00093575710655289612 -0.0039722941587504489 -0.006702666122078229 -0.0026570491517051635 0.00012293081158928502 0.00045386631940195967 -0.0096342382056214815 0.00040925037132902498 0.0041568500795877584 -0.006642491848518452 -0.00013439975077902066 -0.00098892001896542831 -0.0065127608134827103 0.0013584833735401291 -0.0024654749950121287 0.010908327076945197 -0.001889147059613467 -0.001748989079841114 -0.012890460698413554 0.0069228215324693594 0.0052113729478197174 0.0026896973624131893 -0.0030997074062652594 0.0095478561817161287 0.0050175045435911034 0.00063837254975118718 0.012181406050720919 0.0017220415833485475 -0.010689740193432527
leaf_count=63781 10111 12790 6224 1681 5389 929 29804 556 32797 5951 390 17286 6100 1037 5109 1938 334 3145 5110 84 753 2210 1472 741 191 337 5469 56 3622 255
internal_value=0 -0.00861342 -0.0204432 -0.028077 -0.0645204 0.00552672 0.0134744 -0.0706052 0.00875117 0.0190423 -0.021534 -0.0272787 -0.0499123 -0.0153752 0.0158208 0.0168015 0.0466101 0.00758049 -0.0510528 0.0388554 0.0422667 0.031212 -0.00480267 0.0702985 -0.0101554 -0.0441074 0.0422356 0.0585409 0.0213247 -0.131429
internal_count=225652 113721 61919 48663 7407 51802 39012 1485 111931 48150 41256 35757 12324 23433 5499 37527 7723 13256 6147 7389 7305 6552 3410 3142 932 5726 15353 9884 3933 311
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=115 124 126 116 44 78 127 15 7 94 6 65 35 119 26 35 127 19 33 25 7 36 2 88 59 87 76 27 102 60
split_gain=15.4062 19.8175 17.6721 16.0893 12.0282 11.4785 12.5835 8.62247 8.2197 7.77391 9.23189 8.13386 7.48546 8.90374 8.07049 7.58156 7.34686 12.2349 9.13583 12.5187 8.39091 8.29449 7.82726 10.5981 9.02797 8.6984 7.47276 7.3014 7.01069 7.00757
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.1000000000000003 1.0000000180025095e-35 -0.41575499999999993 -1.0770499999999996 0.37500000000000006 0.53783000000000014 -1.94275 -0.04349949999999999 1.7761500000000001 -0.77054999999999996 -1.4900499999999999 1.0000000180025095e-35 -0.064305999999999988 -1.5453499999999998 0.67500000000000016 -2.0850499999999994 1.0302500000000003 -1.5951499999999996 -0.79531499999999988 12.0905 -2.3252499999999996 0.41143500000000005 -6.3797999999999986 2.5711500000000007 3.7145000000000006 1.3185500000000003 5.322750000000001 0.51668500000000017
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 5 3 16 27 6 -1 -2 -5 11 -11 -6 13 15 -14 -8 -3 20 22 -20 21 26 25 29 -25 -19 -18 -4 -29 -24
right_child=7 2 4 8 9 -7 12 -9 -10 10 -12 -13 14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00015668862296380762 0.001029854245275122 -0.00060380822786933967 -0.00030091797624478308 -0.0018661707873692821 -0.0050943976756483069 -8.8503525286721146e-05 0.0049050475864347784 -0.00010735938382733972 0.0012027234192183408 -0.0061646247910108129 -0.00057489335659978121 -0.00055542457790463387 -0.0016770484544297766 0.0011544579378175331 0.0029932477053426286 0.026521455487463531 -0.0019322128300426743 -0.0071755724295882147 0.0016617131676636082 -0.016610338964995044 0.00048443423028039648 -0.031431899793208755 -0.0024430751234169865 0.027249366201852501 0.0019281776350139638 -0.029146349988877773 -0.011188523751642927 -0.0049492971329835496 0.018393857534410377 -0.0083406026773362157
leaf_count=11458 44863 31908 7401 2523 1470 54678 3807 26522 16138 3532 934 3004 1721 2212 2000 41 1860 249 134 312 4218 26 1823 38 478 55 247 1271 33 696
internal_value=0 -0.00562077 -0.0167775 -0.00868055 -0.044634 0.00589354 0.0256229 0.0121468 0.0157561 -0.0703975 -0.0999122 -0.0409354 0.0519678 0.0736454 0.0166638 0.102707 -0.0195266 -0.0429805 -0.087985 -0.222411 -0.0161592 -0.0672734 -0.0700294 -0.054706 0.0758583 -0.223011 -0.0603463 -0.018175 -0.0871712 -0.0814513
internal_count=225652 154267 78350 60705 17645 75917 21239 71385 18661 8940 4466 4474 9781 6060 3721 3848 42044 10136 3785 446 6351 2133 3339 3035 516 304 2107 8705 1304 2519
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=16 52 34 3 40 14 16 98 2 3 39 126 10 1 107 10 62 3 67 16 26 63 10 87 63 66 15 8 47 79
split_gain=14.5996 13.8903 16.2688 13.8775 12.8463 11.0652 11.8631 16.6487 11.8772 10.701 10.4993 9.10397 8.36345 7.67738 7.63759 12.3274 10.7906 14.5451 9.84874 8.7187 8.16036 7.50589 7.44406 8.17651 7.33054 9.25033 7.29684 6.95296 6.80073 6.70005
threshold=-2.1857499999999992 6.3138000000000014 1.0017500000000001 3.1904500000000007 -1.9697499999999997 1.5449500000000003 -2.7613999999999996 0.11553500000000001 -2.1459499999999996 -0.97749499999999989 -0.38320499999999996 1.7000000000000004 -2.9270499999999995 -2.8382499999999995 -3.1171999999999995 -0.37726999999999994 -1.3225499999999999 1.2577500000000004 -1.1055499999999998 -0.84951499999999991 1.32935 4.2744000000000009 -3.9552499999999995 5.0997000000000012 0.42137500000000006 0.22109000000000004 2.6068000000000002 -0.33566999999999997 27.121500000000001 3.6882000000000006
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=5 4 10 -4 13 -1 7 8 9 -7 12 14 -3 -2 20 16 -16 -18 -19 -20 -6 -9 23 -10 -8 -26 -21 -27 -25 -17
right_child=1 2 3 -5 11 6 24 21 22 -11 -12 -13 -14 -15 15 29 17 18 19 26 -22 -23 -24 28 25 27 -28 -29 -30 -31
leaf_value=-0.00019605499816319108 -0.0056582020801081434 -0.0047107641671349067 -0.0024024727512293826 -0.0096812340493041462 0.00092245254374381564 -0.0099787182943242795 -0.0082319763136791402 -0.00042093223949334633 0.0059308434134165049 -0.0023979841793399844 0.0028111161472897392 -0.0018942412087159717 -0.00046511696807360696 0.0010207406077332769 0.00057867845034884036 0.0001804103440836884 -0.000704722494721601 -0.0028239167443098747 -0.00076019800519638685 -0.0067594390462495163 0.0071107372779490273 0.0061801397547777024 -0.0015275327526528373 -0.002888263049966814 -0.0021982812000958612 -0.0048612243037161025 -0.01696881222037562 -0.016275080061031944 -0.034540963983163239 0.0028172597117178452
leaf_count=20601 434 1412 2266 921 15262 752 826 738 670 1222 2026 5920 6498 50021 7500 77836 11966 4589 274 397 552 1034 4632 112 3794 369 313 209 20 2486
internal_value=0 0.00344516 -0.0279494 -0.0901187 0.00576559 -0.0187798 -0.0400696 -0.0184551 -0.0392832 -0.105718 -0.00800847 0.000406186 -0.02446 0.0192658 0.00227689 -0.000798868 -0.0201722 -0.0337473 -0.0759447 -0.166728 0.0227692 0.0686187 -0.0151497 0.0737995 -0.0782423 -0.0619193 -0.225204 -0.179768 -0.153683 0.00524044
internal_count=225652 190673 13123 3187 177550 34979 14378 9180 7408 1974 9936 127095 7910 50455 121175 105361 25039 17539 5573 984 15814 1772 5434 802 5198 4372 710 578 132 80322
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=125 119 83 13 5 85 52 115 116 8 87 52 49 100 87 43 104 68 14 5 0 63 78 29 68 50 107 49 52 97
split_gain=14.0677 38.6478 14.5504 12.32 11.4223 9.47598 10.7204 9.3146 10.0836 8.96639 7.48179 6.59368 8.6211 7.60605 6.58374 8.71068 7.93422 8.9821 7.21478 12.0723 8.72521 8.08467 7.64198 7.71806 8.21165 7.25653 6.54114 8.25333 6.48196 6.84984
threshold=1.2500000000000002 1.0000000180025095e-35 -1.5564499999999997 -3.2464999999999997 3.6775500000000005 53.706500000000013 7.7155000000000014 1.0000000180025095e-35 1.0000000180025095e-35 2.2807500000000007 5.4126500000000002 -0.44169999999999993 -0.93680499999999989 3.1370500000000008 -1.8018499999999997 1.6249500000000003 -0.69824499999999989 3.8113500000000005 0.43760500000000008 0.085626500000000008 -1.8965499999999997 9.4624500000000022 2.0038000000000005 -3.8770499999999992 4.2502500000000012 -0.50996999999999992 -3.3818499999999996 6.4776000000000016 -1.9748499999999998 -1.8658499999999998
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 9 6 14 8 -2 11 -3 12 28 -14 15 16 17 -5 19 22 -20 -22 -16 -24 -25 -23 27 -9 -4 -30
right_child=7 10 4 5 -6 -7 -8 26 -10 -11 -12 -13 13 -15 18 -17 -18 -19 20 -21 21 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0035577040531849166 -0.00034813263978185225 0.0022147938528293649 0.0033579805129627903 0.0058675893564443379 -0.0085388108430961649 0.0063881127429654657 -0.0056425357949277137 0.0026528963299525133 0.00063278071766710705 -0.0099612181162228811 -0.0036871408447707284 -0.0036507589568656471 0.0027370899392392591 -0.017909918444069185 -0.0013649610805130945 -0.0050811929057096895 -0.0013063300732373648 -0.00095825277023902679 0.0018965326712762562 0.0013603098336292506 -0.0041715302057244719 -0.0031694050195286393 -0.023122455940510218 -0.0032291135323218641 -0.018935513741483816 0.004026721361769888 0.000524158239532048 -0.0035312932588913966 -0.010823034474847289 -0.0025302420339360972
leaf_count=1450 85179 9832 410 1426 895 405 1354 6543 37838 400 568 4607 1471 46 4534 553 1370 728 932 4401 5254 774 65 671 95 640 49957 588 278 2388
internal_value=0 -0.0157009 -0.0315464 -0.0182706 -0.0627301 -0.0238592 -0.0265528 0.00397062 -0.000928397 -0.052657 0.0378491 -0.0462846 -0.0194724 0.0422202 -0.0211036 0.0150601 0.0333706 0.0712124 -0.0295937 -0.0116129 -0.0526991 -0.0653666 -0.0434569 -0.131614 -0.103541 0.00175364 0.0145274 0.0428593 -0.0498976 -0.0678996
internal_count=225652 45547 35147 24652 10495 23202 22797 180105 123017 9600 10400 9200 4593 1517 21443 4077 3524 2154 17366 9766 7600 6668 5365 831 766 1414 57088 7131 3076 2666
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=124 125 34 14 52 115 1 14 14 19 42 91 112 47 42 0 101 95 6 5 105 60 101 113 109 71 105 96 56 0
split_gain=13.1323 22.6684 9.72011 10.6929 10.1389 9.64402 9.64557 10.0218 8.77102 8.43405 8.27264 9.14345 7.6499 9.20898 8.22832 8.41923 9.81109 7.46893 7.33134 7.30745 7.12742 8.22991 7.03017 7.11612 7.54148 6.76235 6.67978 6.63393 8.49325 7.45233
threshold=1.0000000180025095e-35 1.7500000000000002 -1.2532499999999998 1.4241500000000002 3.7603500000000003 1.0000000180025095e-35 -0.12616499999999997 3.3108500000000007 -1.0119499999999999 4.2937500000000002 1.4384500000000002 -3.7748499999999994 -0.32851499999999995 0.14462500000000003 0.20107500000000003 -0.32369999999999993 2.4636500000000003 -1.1679499999999996 0.10357500000000001 2.2853500000000007 -6.2581499999999997 -1.6063499999999997 0.91682500000000011 1.0000000180025095e-35 -2.1445499999999993 4.2636500000000011 -10.032499999999997 -0.32727499999999993 1.7030500000000004 6.5084500000000007
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=10 2 27 12 22 6 8 -8 9 -3 11 -1 13 -4 15 -15 -17 -16 20 -9 -6 -22 -5 24 -24 -14 -21 -2 29 -29
right_child=1 5 3 4 18 -7 7 19 -10 -11 -12 -13 25 14 17 16 -18 -19 -20 26 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013711703101564432 -0.0013792311039115251 -0.00286689854123399 -0.0031425571207539041 -0.0039265072554985651 0.0020710014704880971 0.0011065432077023358 0.001051381930867295 -0.00015690138521396018 -0.00027292991823410799 0.0040288155273758876 0.001220344569276108 -5.0388004244854955e-05 -0.00055024285821494599 -0.0077357157353520646 -0.0010738228619515933 -0.0021114414971493212 0.01338635195524064 0.0045549507021847794 -0.0014295528521870438 0.0045143611626801911 0.011008496885187924 -0.015134625633084032 0.0079905131325695277 -0.0049061960100072466 -0.00059345140846753914 0.0048432838070276872 -0.0057121337370357062 0.00014761192986855769 0.0042800835858585497 -0.0098304042446363676
leaf_count=13314 8950 6479 7506 4174 84 20790 18432 2952 16240 476 23410 75207 8464 583 1198 720 119 1160 256 182 32 508 363 549 867 624 1302 9236 1284 191
internal_value=0 -0.00756843 -0.0244305 -0.0366728 -0.0709054 0.00425293 -0.00381607 0.0107577 -0.0181844 -0.0478991 0.00768947 0.00326843 -0.0251919 -0.04258 -0.00232741 -0.0624077 0.00173392 0.0339042 -0.171094 -0.031915 -0.229556 -0.271708 -0.0560951 -0.00345664 0.0387973 -0.00359825 -0.0891588 -0.0074897 0.0093014 -0.00109104
internal_count=225652 113721 46868 27207 6833 66853 46063 22868 23195 6955 111931 88521 20374 11286 3780 1422 839 2358 880 4436 624 540 5953 1779 1230 9088 1484 19661 10711 9427
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=16 52 3 95 34 10 40 10 43 16 3 60 3 10 47 7 13 15 3 80 27 10 48 43 63 38 39 40 10 9
split_gain=13.1317 11.9827 14.5781 11.085 11.0748 10.0301 7.80752 9.1557 11.5399 8.87723 8.66784 10.1652 7.24084 7.47365 7.13614 6.93223 7.92742 9.8747 6.53111 6.51867 8.47478 7.38434 6.63711 6.9376 6.45543 7.51492 6.09056 6.74339 5.96745 8.28328
threshold=-2.1857499999999992 6.3138000000000014 3.2670500000000007 4.1593000000000009 1.0017500000000001 -4.325499999999999 -1.9697499999999997 -0.37726999999999994 -5.4648499999999993 -2.1422999999999996 4.3416000000000006 -0.4047349999999999 0.38191000000000003 -5.8086499999999992 7.8339500000000006 -2.3119499999999995 1.4277500000000003 0.71634500000000012 10.320500000000001 -2.2803499999999999 0.85504500000000017 -2.8010999999999995 2.7058500000000003 -2.8908999999999998 2096.3000000000006 -0.72848499999999994 -0.40519999999999995 1.6575500000000003 -4.325499999999999 2.0179500000000004
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=15 3 26 6 14 18 12 8 -8 -10 -11 -12 -2 -14 -4 28 -17 -18 24 -13 21 -21 -23 -24 25 -5 -3 -28 -1 -30
right_child=1 2 4 5 -6 -7 7 -9 9 10 11 19 13 -15 -16 16 17 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0022475839358228312 0.00013340725882278262 -0.0010658478336483363 -0.00099115671235783915 -0.0048239740215126259 -0.0091113656681651879 0.00175883870270955 0.00099190311340054257 0.00016851600753084689 0.0067871476263607761 -0.0011755504165039021 -0.0010549084524212793 0.01159775240108544 0.0058225306281694082 0.0012115372792169945 -0.010081011127857935 -0.00010720507526617415 5.4900294975350413e-05 -0.0039495584758516581 -0.011218147396398828 -0.014801495686113676 -0.016007428666818199 -0.0065946564252188089 -0.0093663339975934758 0.010492163085419795 0.005873993161367253 0.00063323282584751251 0.0034456401784103193 -0.0032590049369855948 -0.0020709597435733321 -0.0073552690542248236
leaf_count=639 24647 8324 1508 1071 900 18793 6488 83665 326 19601 1194 43 925 17590 252 22137 2823 3386 158 187 270 532 65 136 324 1535 1654 485 5127 867
internal_value=0 0.00326738 -0.0258919 0.00542258 -0.0919948 0.026498 0.00246021 -0.00192628 -0.0172907 -0.0280669 -0.0304911 -0.0868643 0.0138941 0.028838 -0.0458532 -0.0178107 -0.0110008 -0.0425776 -0.0263197 -0.15055 -0.164372 -0.118655 -0.0734034 0.0814052 -0.0156402 -0.0321908 -0.00908658 0.0385084 -0.0469128 -0.0567061
internal_count=225652 190673 13123 177550 2660 21881 155669 112507 28842 22354 22028 2427 43162 18515 1760 34979 28346 6209 3088 1233 1190 920 733 201 2930 2606 10463 2139 6633 5994
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=127 124 107 42 119 126 126 35 43 52 16 14 52 7 119 97 79 58 55 92 26 42 4 92 30 108 10 92 126 67
split_gain=13.8996 10.2683 8.88245 9.37687 7.57944 12.4724 8.74314 8.16708 8.02291 7.95292 8.38663 7.57122 7.39362 8.66841 12.7689 10.4722 9.81641 7.20593 8.0448 7.01296 7.65726 6.89434 6.87994 6.69626 6.69366 6.66784 6.6444 6.56613 7.45355 6.41863
threshold=0.37500000000000006 7.5000000000000009 0.35339000000000004 0.76395000000000013 1.0000000180025095e-35 1.7000000000000004 1.1000000000000003 -2.1373499999999996 1.0507500000000001 7.4019000000000004 0.26848500000000003 0.23814500000000002 3.8628000000000005 -0.90714499999999987 1.0000000180025095e-35 -0.43146499999999993 2.6965500000000007 -0.32067499999999993 1.1086500000000001 0.38250000000000001 5.2588500000000007 1.1159500000000002 7.6081500000000011 0.18671000000000001 -0.21359499999999998 -0.10599499999999999 1.0000000180025095e-35 -2.8747999999999991 1.1000000000000003 -0.96032499999999987
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=4 2 3 12 5 9 8 24 -6 10 27 22 13 16 15 26 -2 -18 -19 20 -3 -4 -5 -23 25 -7 -15 -1 -29 -14
right_child=1 19 21 11 6 7 -8 -9 -10 -11 -12 -13 29 14 -16 -17 17 18 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001402201938942595 -0.0012091244479636237 -2.1475579778352389e-05 -0.00061089327050257275 0.0041262449681459439 -0.00085943293637284724 -0.0059493133680094549 0.0012795950811005114 -0.004342612555907145 0.0009508583814415028 -0.0028161439553971955 0.00030541294372290247 0.00070268188515698442 -0.00041543561578189712 -0.00020807970311269655 -0.0006075189743131571 0.0032257845468289421 0.0011124350908312244 0.013478824128512779 -0.00015095554932486265 -0.0018245136680346526 0.0099498844243424509 -4.3147968980506536e-05 -0.011135419513719777 0.0018929069869746168 0.00050429577751173456 -0.00040514322691266385 0.0026817927357754706 -0.00042514815062387332 -0.0019245017747861776 -0.0066122423176026013
leaf_count=3073 7215 10884 18642 4795 19773 1105 12642 3453 8864 3347 29985 3014 4881 5322 5227 10644 3858 261 185 7506 196 10868 75 7582 2690 1065 3176 21296 13571 457
internal_value=0 0.00842896 0.0130255 0.0218474 -0.00730783 -0.013011 0.00368782 -0.0496667 -0.00598188 -0.00873561 -0.00639075 0.0534451 0.0158047 0.0209695 0.0316547 0.0436164 -0.00163558 0.0361609 0.156504 -0.0128897 0.00309826 0.0013452 0.0778242 0.0150494 -0.0232466 -0.0645665 0.0174393 -0.0162691 -0.0201746 -0.0189192
internal_count=225652 104788 86202 49110 120864 79585 41279 8313 28637 71272 67925 7884 41226 35888 24369 19142 11519 4304 446 18586 11080 37092 4870 18450 4860 2170 8498 37940 34867 5338
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=127 125 124 76 125 55 7 127 77 47 124 10 5 15 85 86 68 112 28 3 39 87 86 68 104 14 124 125 92 35
split_gain=12.5444 14.7661 12.2148 10.2989 9.87828 9.54692 9.44874 8.24609 8.07493 8.28078 7.6276 9.0308 9.0341 9.9293 8.69583 7.85143 7.553 8.63133 7.40711 7.27937 7.22655 7.21727 7.95849 7.39584 6.86435 6.83357 6.82034 7.62404 7.29711 7.35761
threshold=0.37500000000000006 2.7500000000000004 -1.0000000180025095e-35 -1.5129499999999998 1.2500000000000002 -1.1195499999999996 -3.3967499999999995 0.67500000000000016 0.57523500000000005 -1.1218499999999996 -1.0000000180025095e-35 -0.74839999999999984 3.8677500000000005 0.12114500000000002 53.706500000000013 -3.0361499999999997 3.6229500000000008 3.0879500000000006 1.9994500000000002 10.320500000000001 -3.6433499999999994 0.3729900000000001 -3.1771499999999997 0.031310500000000012 12.454500000000001 22.044500000000003 1.0000000180025095e-35 1.2500000000000002 -2.9805999999999995 -1.0329499999999998
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=19 3 -3 -2 10 8 -4 -8 9 -6 -5 12 15 -14 -13 -12 17 -17 -11 26 -20 22 -7 -23 25 -9 -1 28 -28 -30
right_child=1 2 6 4 5 21 7 24 -10 18 11 14 13 -15 -16 16 -18 -19 20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=5.9542885058035026e-05 0.0011853546057871468 -0.00093809234515558138 -0.0079410951457100139 0.0011795870304476936 0.0036017249159320665 -0.0035577043654145633 0.0015291466711717457 0.0039905632480994524 -0.0028329461945968285 -0.0011660701452950596 -0.011588142548950041 -0.00094936578791614485 0.0099999900508878966 -0.015361915295256295 0.016627244726085746 -0.0034201066353163664 -0.0070905347941084751 0.0019440450058932609 -0.011546211085016175 -0.0034509149566253647 0.0052529435957349808 0.00081069291658700043 0.001350618104623945 -0.0013069032766378178 0.011586892411520446 -0.0039918971325101351 0.0029268957699365898 -0.00036672571535315484 -0.0011989897666132919 -0.0037618350121112485
leaf_count=62790 18146 3570 221 2596 1261 859 8930 5096 4029 8334 249 7917 45 271 71 1983 711 1206 70 1860 749 8484 21404 8022 281 283 796 42427 8906 4085
internal_value=0 0.00800751 0.0337451 0.00253247 -0.00309644 0.00330096 0.0464012 0.0495098 -0.0186443 -0.00393707 -0.0257171 -0.0359962 -0.0720155 -0.235005 -0.0158628 -0.0596017 -0.0486099 -0.0278304 -0.0144036 -0.00694244 0.0763424 0.0114764 0.0232247 -0.00436939 0.0793714 0.0714118 -0.00597221 -0.0139732 -0.0344027 -0.0400975
internal_count=225652 104788 18381 86407 68261 53212 14811 14590 14443 10414 15049 12453 4465 316 7988 4149 3900 3189 9153 120864 819 38769 22263 16506 5660 5379 119004 56214 13787 12991
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=16 52 96 10 119 77 10 124 60 88 5 91 86 90 16 8 11 59 10 10 11 119 2 119 13 72 52 16 79 108
split_gain=11.3776 9.76284 9.63299 8.97091 11.0862 8.29457 8.21204 10.8652 10.1208 12.0916 9.80321 8.13463 9.4552 8.04991 8.03067 7.8306 8.25681 7.20657 7.773 7.18048 7.19735 7.81552 7.10519 8.47164 7.12878 10.4873 9.47204 14.5883 6.9202 6.36815
threshold=-2.1857499999999992 6.3138000000000014 3.2090500000000004 -2.1272999999999995 1.0000000180025095e-35 21.151500000000002 -0.35329499999999997 1.0000000180025095e-35 -1.3035499999999998 -1.8755499999999998 2.5431000000000004 -10.017499999999998 2.6246500000000004 -0.93880999999999981 -1.7065499999999998 55.617500000000007 -1.9667499999999998 -6.7230499999999997 -1.35815 -4.325499999999999 1.68015 1.0000000180025095e-35 -2.1231499999999994 1.0000000180025095e-35 1.2996500000000004 37.06450000000001 2.1039000000000008 -3.8695499999999994 20.054500000000001 -2.4495499999999999
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 2 5 4 11 6 7 -2 13 -10 14 -3 15 -9 29 16 -13 -12 -19 -4 21 -21 23 -1 25 -24 -26 -28 -22 -11
right_child=1 3 19 -5 -6 -7 -8 8 9 10 17 12 -14 -15 -16 -17 -18 18 -20 20 28 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0031924879025634345 0.00029380839258883959 0.0021099674026274543 -0.00071496067863571387 -0.00043260684272899925 0.0020429669757525389 0.0052334105506883378 0.00030057881824626254 -0.002702642541476247 -0.00056991033338848801 -0.020328226463959344 0.010239890291306534 0.0068572367967239456 -0.0023475127943793023 0.002142958423184876 -0.003113981689581837 0.016074914727360012 -0.010851532766673165 -0.010992576375894418 -0.0029317475039235615 0.0024816591972710304 -0.0013221395593842685 0.00019906521295087675 -7.3917310049847928e-05 0.00043858202059015444 -0.0010528599401958098 0.016576854368965877 -0.030408967189861746 -0.0048154793642988646 0.006913591095618234 0.0027338661754790872
leaf_count=5609 20926 337 4437 9995 700 781 107285 1170 8989 31 57 70 888 3205 6151 30 1103 788 482 13868 3092 5140 20691 2251 5285 95 59 989 278 870
internal_value=0 0.00304134 0.0049867 -0.0232787 -0.0700156 0.00187997 0.00134463 -0.0103897 -0.0260445 -0.0368728 -0.0642019 -0.101981 -0.125218 0.0169421 -0.0493642 -0.182992 -0.195895 -0.143053 -0.158665 0.0224505 0.029737 0.0372883 -0.0165785 -0.043052 -0.00890566 4.36622e-05 -0.0382789 -0.125127 -0.0128551 0.0388077
internal_count=225652 190673 177550 13123 3128 150735 149954 42669 21743 17368 8379 2428 2091 4375 7052 1203 1173 1327 1270 26815 22378 19008 34979 7860 27119 20786 6333 1048 3370 901
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=127 125 119 76 84 52 3 98 39 19 15 2 127 36 22 32 54 19 32 76 26 119 125 125 55 40 77 14 66 19
split_gain=11.3469 13.2911 11.0942 9.10883 9.32676 9.85237 8.19471 8.26108 12.5761 8.09052 7.8676 7.77519 7.67154 7.2806 7.1957 6.99796 7.23413 7.13994 6.88059 6.84442 6.6924 6.65807 11.3435 10.3137 9.2869 7.79445 8.17966 8.48178 6.80189 6.52459
threshold=0.37500000000000006 2.7500000000000004 1.0000000180025095e-35 -1.5129499999999998 4.7760500000000006 3.9780500000000005 3.1904500000000007 -1.5676499999999998 -0.76890499999999984 -2.0850499999999994 0.81728500000000015 -2.6201499999999993 0.67500000000000016 0.044430000000000004 1.4462500000000003 41.250500000000009 1.3966500000000004 -1.2862499999999997 -0.51296999999999982 -3.0362999999999993 2.1037500000000002 1.0000000180025095e-35 2.2500000000000004 1.7500000000000002 -2.0963499999999997 -2.1282999999999999 -1.9764499999999996 0.71109500000000014 27.051000000000005 1.5926000000000002
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=19 3 11 -2 5 9 -7 -8 10 -5 -9 20 -13 -11 29 16 17 -15 -18 -1 -3 22 24 -23 -21 -26 -27 28 -28 -10
right_child=1 2 -4 4 -6 6 7 8 14 13 -12 12 -14 15 -16 -17 18 -19 -20 21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.001027520235444091 0.0011167538298850379 -0.0065920885733630466 -0.00090032285132941859 0.00040301302949201422 0.0016344575655520242 -0.0011886813642810539 -0.00026531450269329883 -0.0066387790849899144 0.010028979738350385 -0.00030394803147787777 -0.016964934761622016 0.0014724914353521762 0.0038381449151130651 -0.0072239842112673362 -0.012850925217924723 0.0098158668775273419 -0.0020481887483458625 -0.0011135498829723599 -0.010699614128591776 -0.0027450569979704242 0.020688943021620314 0.0012068839482805164 0.00021051898537555308 -0.00051383579426829483 0.00019711188355083263 1.7183649385192891e-05 -0.0013094417500873522 -0.0033409149186678223 0.0064982488520220448 -0.014277496126790842
leaf_count=8621 18146 355 3570 32281 6656 5999 540 412 169 16136 334 8832 5600 542 67 115 429 4053 495 7530 24 13614 23134 24167 12743 8818 15684 6269 284 33
internal_value=0 0.00761574 0.032034 0.00242134 -0.00287238 -0.00671456 -0.0405425 -0.105235 -0.158399 -0.00198687 -0.22524 0.0440956 0.0478086 -0.016885 0.0269686 -0.0478338 -0.0529212 -0.036686 -0.133658 -0.00660277 -0.0972906 -0.00868832 -0.0141744 0.00212416 -0.0224606 -0.0168833 -0.0254287 -0.0356487 -0.0234116 0.121162
internal_count=225652 104788 18381 86407 68261 61605 7554 1555 1015 54051 746 14811 14432 21770 269 5634 5519 4595 924 120864 379 112243 74462 37781 51328 43798 31055 22237 15968 202
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=16 80 0 67 46 43 106 119 15 125 119 0 66 55 105 21 125 52 26 11 101 52 38 36 35 119 0 16 7 85
split_gain=10.1164 8.78822 8.98728 15.2409 11.2856 9.06848 10.1932 16.2381 8.30386 8.03057 11.4734 7.77033 7.89167 7.82146 7.14735 7.10731 7.06646 7.80064 7.04176 6.66735 6.56743 6.795 6.56464 6.48121 9.19519 10.3855 8.18918 6.95862 6.41848 6.26656
threshold=-2.1857499999999992 4.9006500000000006 4.9066500000000008 -0.91372499999999979 -0.12691999999999995 0.85322500000000012 1.0571500000000003 1.0000000180025095e-35 7.092950000000001 2.2500000000000004 1.0000000180025095e-35 -0.021326999999999995 -1.6596999999999997 -0.55003999999999997 15.982000000000001 -1.8307499999999999 1.7500000000000002 -2.0508499999999996 1.4011500000000001 -1.3624499999999997 7.7060500000000003 6.088000000000001 2.5646000000000004 -0.25120499999999996 -1.4564499999999996 1.0000000180025095e-35 -1.1625499999999998 -1.8979499999999998 -1.0183499999999996 -1.2563499999999996
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 22 8 9 19 11 -5 23 14 15 -13 -14 20 -8 -17 -18 -3 -7 21 -11 -4 -2 -25 26 -26 -28 -29 -30
right_child=1 18 3 4 -6 6 7 -9 -10 10 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.00078163463000318137 1.4365576459870983e-05 0.0010823468935626179 1.3975110104150157e-05 0.0015392017643508942 -0.0090681654631086794 -0.00032059384380832306 -0.0047979461338458511 0.0016341599062330552 -0.015972983238420318 0.00089619802012761384 -0.00099383290350312393 0.001402686351467775 -0.0043943485273486354 0.00064777071786221616 0.007531385437346382 -0.0025808331487352401 0.008938630536078674 -0.00041008792111466101 0.0084144284368372763 0.0015908075150611448 0.0038357783584224434 -0.0026421448122360262 -0.0038657079557764895 -0.00047960355363049371 -0.00042521682557948533 0.0010465499599811464 0.0043007278224701413 -0.0077799926024556161 -0.0071855688244345768 -0.0024601183429485852
leaf_count=34979 31500 16740 7425 560 1015 5566 1496 10156 77 21553 10001 6007 1443 1647 413 4919 231 6553 334 25302 1768 1448 1278 24235 1943 1800 229 1213 926 2895
internal_value=0 0.00286782 0.000738701 -0.0278296 -0.115886 0.00255086 0.0119138 -0.000460391 -0.0115531 -0.00338227 0.00877852 -0.0155576 0.00692925 -0.034137 0.0201589 -0.0310559 -0.0227593 -0.00183515 0.0245155 0.024923 0.0179834 0.0134689 -0.0111148 -0.00999096 -0.0197309 -0.0470143 -0.0639865 -0.0844695 -0.0922249 -0.0721061
internal_count=225652 190673 173599 10355 1652 163244 63320 32452 637 99924 35183 22296 9097 3090 25182 13199 11703 6784 17074 30868 24769 23001 8703 64741 33241 9006 7206 5263 5034 3821
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=0
split_feature=127 121 114 71 1 18 102 38 12 45 44 52 57 35 78 57 76 119 126 10 52 90 82 46 43 87 71 11 9 27
split_gain=10.1718 10.1546 9.67978 7.51121 7.78012 6.39275 7.87837 7.03671 6.81429 7.36357 6.91699 8.15925 7.00903 6.18707 6.53239 6.28731 6.12198 5.80605 11.3923 10.4775 11.2128 10.9946 9.19122 10.0043 9.30211 9.79325 9.07239 9.06952 10.2822 8.22033
threshold=0.37500000000000006 1.0000000180025095e-35 1.0000000180025095e-35 -2.5180499999999992 -2.8382499999999995 15.245000000000003 2.6822500000000002 -0.15078499999999997 -0.041131999999999995 2.3667500000000001 0.53538500000000011 0.74160500000000018 2.0442500000000003 -0.35326999999999992 5.5437000000000003 0.7550150000000001 -3.0362999999999993 1.0000000180025095e-35 1.1000000000000003 -0.52414499999999986 5.1715000000000009 0.67784000000000011 -1.7561499999999997 1.8930500000000003 1.2296500000000001 -0.84048499999999993 -2.2415499999999997 5.3153500000000014 -0.4556099999999999 0.9857100000000002
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=16 2 3 4 -2 8 -7 -8 10 -10 13 12 -12 14 -5 -15 -1 18 -18 20 22 27 23 -20 25 -24 -23 -21 -29 -19
right_child=1 -3 -4 5 -6 6 7 -9 9 -11 11 -13 -14 15 -16 -17 17 29 19 21 -22 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00097143247655973183 -0.013796704488296835 -0.00039090355831435043 -0.00034893779211721813 0.0032162412850173885 -0.00016906458256065027 0.0051584377786402357 -0.022259613336539086 0.00055283804236133714 0.00037052684379899198 0.0040490626191096047 0.0016029208898654661 -0.0013774422775020981 0.012238816438555164 -0.00062392748467605496 -0.0060215537091239529 0.0071089629045587611 -0.00011542306117436211 -0.00042507628866112688 0.00044391468494327322 0.0010253056027692273 -0.0065073527587440963 0.001060448555955121 -0.0063205187581864318 -0.0049107810870470218 -0.008642570846248419 -0.0012829329159655346 -0.0027590620324048592 -0.012108874244917057 -0.0012559236640630645 0.0011422665064794858
leaf_count=8621 106 31461 17350 10282 8765 1673 49 109 23509 1444 4088 3069 161 2229 195 298 41450 25277 4780 9297 1512 1992 1301 1067 725 3733 7082 264 1259 12504
internal_value=0 0.00721062 0.0136587 0.0200552 -0.00663804 0.0250821 0.0830104 -0.130438 0.0227394 0.011668 0.0363338 0.0117404 0.0401186 0.0501737 0.0608861 0.00575969 -0.00625154 -0.00822395 -0.013347 -0.0272071 -0.0491463 -0.0127405 -0.0385937 -0.0106649 -0.0669493 -0.0516972 -0.0384114 0.00878801 -0.0627439 0.00187303
internal_count=225652 104788 73327 55977 8871 47106 1831 158 45275 24953 20322 7318 4249 13004 10477 2527 120864 112243 74462 33012 13118 19894 11606 5847 5759 5034 9074 10820 1523 37781
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=115 67 3 123 127 119 16 16 4 107 87 15 74 92 84 26 52 0 16 90 11 95 16 16 44 79 62 51 22 31
split_gain=11.6776 11.9649 11.4469 9.60878 13.4377 9.59431 12.3914 13.4265 14.1939 10.0744 9.27022 9.15412 8.1148 8.10607 8.06255 7.87961 7.75658 7.6557 7.00325 7.18409 6.99104 9.41013 6.78208 7.95249 7.1629 8.3293 8.28458 6.78145 6.74267 6.73601
threshold=1.0000000180025095e-35 -1.6119999999999999 11.405500000000002 1.0000000180025095e-35 0.52500000000000013 1.0000000180025095e-35 1.1625500000000002 -0.57575999999999994 -1.1256499999999996 2.2500500000000003 -0.26298499999999997 1.3905500000000004 2.0203500000000005 0.92212500000000019 -1.4966499999999996 0.13860000000000003 -0.86185999999999996 1.3282500000000004 -0.5544349999999999 -4.704299999999999 1.7614500000000002 -1.90255 -0.6726049999999999 -0.6900099999999999 0.49322000000000005 3.2395500000000004 2.8931500000000008 -0.95553499999999991 -4.2056499999999994 -0.77779999999999994
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 -5 6 7 9 15 10 14 16 -4 -6 -3 27 -10 -11 -18 -20 -12 -22 23 24 26 -26 -16 -9 -15 -29
right_child=-2 2 12 4 13 -7 -8 8 11 17 20 -13 -14 28 22 -17 18 -19 19 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00033690218152143453 0.00052876272631792811 -0.0094025879366674073 -0.0094255948071024585 -6.2916037825140012e-05 0.0010346756517491584 0.00072725748763219486 0.00085973188897524267 -0.011867563430603375 -0.0011824525432876597 -0.010009763960164288 -0.00047196696493022149 -0.011919867685888099 0.013587493249555913 -0.018207989370317333 0.00050231096429807288 0.0029704914002850673 -0.025331089257573089 0.0070647812212547775 0.0048204567567510471 -0.0067477442549214606 0.031336192215482395 0.0030240362865745969 0.0062416759898298695 -0.01949472843092491 -0.0030848377092758937 -0.013415539110889158 -0.015926617808290758 0.0061877208926437027 0.003826371390243514 -0.0064788677336452246
leaf_count=88461 71385 393 583 26232 9235 5800 4088 204 1003 482 4112 533 41 35 1880 871 48 76 143 2183 30 1352 241 67 1104 237 80 191 4329 233
internal_value=0 -0.00489356 -0.0244658 -0.000930815 0.0119665 -0.0211723 -0.0317682 -0.0447126 -0.0848866 -0.0230992 -0.0154259 -0.116605 -0.15827 0.0374767 -0.0520342 -0.00215352 -0.0973817 -0.153684 -0.128533 -0.120731 0.0112408 0.0727725 -0.0372227 -0.0488187 -0.041896 -0.0982124 -0.00336515 -0.0875384 0.072993 -0.0154586
internal_count=225652 154267 25975 128292 39831 25351 19551 15463 5409 10054 9496 3910 624 13599 4002 1499 3377 558 2374 2326 5494 1382 3609 3368 3301 1341 1960 628 4364 424
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=115 124 125 76 126 78 1 116 70 9 14 117 23 78 125 11 52 3 87 102 9 39 12 42 91 14 37 26 52 74
split_gain=10.5391 13.0104 11.1939 11.6873 10.4914 10.3317 9.41804 8.4281 7.78599 6.86501 6.81898 6.69969 6.67858 6.78597 6.52946 7.65159 6.79813 6.30407 6.0776 6.01518 5.93636 6.32085 5.88823 5.72097 8.54009 6.51901 6.29175 6.57983 6.39293 5.714
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500000000000002 -1.5565499999999999 1.3 -1.0770499999999996 -1.9849499999999998 1.0000000180025095e-35 -3.3047999999999997 2.2399500000000008 3.7480500000000005 1.0000000180025095e-35 6.1809500000000011 -0.87965499999999996 2.7500000000000004 8.6176500000000029 10.225500000000002 -2.2263499999999996 0.30663000000000007 -2.0674999999999994 2.6069000000000004 -1.6258499999999996 -31.866499999999998 0.52895500000000018 -3.3592499999999998 1.0113500000000004 -0.37621499999999991 -1.0836499999999998 -1.5488499999999996 -1.0742999999999998
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 5 3 9 8 11 12 14 10 19 18 22 13 -4 15 -8 -16 20 -5 -3 21 -10 -1 24 -2 -25 -26 28 -28 -19
right_child=23 2 6 4 -6 -7 7 -9 17 -11 -12 -13 -14 -15 16 -17 -18 29 -20 -21 -22 -23 -24 25 26 -27 27 -29 -30 -31
leaf_value=0.013762458318916078 0.0015357661946485831 -0.0032293339516348365 -0.004272269441568762 -0.010925925988703967 -0.0048405598181991468 -0.00012950424545733931 -0.00071248208741304996 0.00081751286710666756 -0.0058875749656368825 -0.0096233246503276883 -0.024728910651590146 0.00011145433636105935 -0.015534461656999258 -0.00093537431504284304 0.001012305504346998 -0.0047472798431539261 -0.0086420444192683559 -9.7272099523637703e-05 0.0031316952174529436 0.002164879381265348 -0.016354599897120452 0.0065279321365735755 0.0018152885724282881 0.0014032993670231543 0.00047359942622337333 -0.00037744160163325608 0.0020785584414153599 -0.00024857739624222966 -0.0030404903858252427 -0.0027577850411508215
leaf_count=104 8413 634 2086 214 3548 54678 28804 16188 126 154 56 8774 90 5651 7318 1225 187 3255 120 2796 37 550 12361 23933 15573 6545 702 11570 4649 5311
internal_value=0 -0.00464888 -0.0136887 -0.0365665 -0.0503008 0.00468062 -0.00744373 -0.00272211 -0.033234 0.0140827 -0.171649 0.0233984 -0.0398514 -0.0367009 -0.0109478 -0.0175415 0.015435 -0.0274163 -0.117506 0.0233563 0.0629287 0.084276 0.0382994 0.0100465 0.00231923 0.0204179 -0.00503279 -0.018382 -0.0473784 -0.0349363
internal_count=225652 154267 78350 16801 13217 75917 61549 53722 9669 3584 390 21239 7827 7737 37534 30029 7505 9279 334 3430 713 676 12465 71385 40907 30478 32494 16921 5351 8566
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=115 124 125 126 127 99 123 7 1 92 127 22 25 15 111 77 84 112 13 69 42 33 83 57 83 10 61 100 95 10
split_gain=9.5115 11.7419 10.2777 8.3247 10.5704 11.0708 8.96859 8.38684 8.0659 7.94582 9.70643 7.58991 7.39598 7.26439 7.29995 6.89813 6.63038 7.23727 6.83834 6.57333 6.51462 6.41107 7.20779 6.37963 6.04929 7.7696 12.2491 6.9131 6.37241 8.86058
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.7500000000000002 1.1000000000000003 0.67500000000000016 -1.8596999999999999 1.0000000180025095e-35 -0.68322999999999989 -0.12616499999999997 0.16624000000000003 0.37500000000000006 1.8475500000000002 0.26043000000000005 -0.99699999999999989 -60.835999999999991 21.151500000000002 -0.10495999999999998 14.658500000000002 0.70135000000000003 -1.7527499999999996 0.5800050000000001 1.2582500000000001 32.838000000000008 0.38769000000000003 -1.4955499999999999 -1.35815 -2.6145499999999995 -1.2848499999999998 -1.0159499999999999 0.71609500000000015
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 9 3 4 -3 7 21 12 13 15 -11 19 20 -4 -15 -1 18 -18 -9 -8 -6 22 -7 -5 -10 26 -26 -28 29 -27
right_child=-2 2 8 23 5 6 11 16 24 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00027189534027605768 0.00047720836420192558 -0.00021160797662616397 -0.0021348564281782985 -0.00135820979211632 -0.0022658885195236305 -0.0068226377641379945 0.0094405192538560591 0.0010440179214224611 0.00095102126422111322 2.0862490937726847e-05 0.0017416937949700205 0.02265266679001577 -0.007949398917664309 -0.013368780657848609 -0.00014140982333583801 0.0086654265026008277 0.0036560784171358186 -0.017420020152903386 -0.007962662401378294 -0.0040865008501377214 0.013125279717901839 -0.015704644110408568 0.019766904714588935 -0.0039965867037344968 0.00067682923962179896 -0.014317432578555703 -0.017826176870260443 -0.0060778581396411131 0.0012248813963299894 -0.0014205781951767383
leaf_count=42663 71385 17342 7289 4841 530 1292 107 532 17408 17981 15056 33 646 105 15801 217 1349 42 349 559 79 210 26 4350 575 153 177 428 3099 1028
internal_value=0 -0.00441644 -0.0130042 -0.0266844 -0.016555 -0.053695 -0.108896 -0.0188403 -0.00341538 0.00444659 0.016102 -0.0150695 -0.0844516 -0.0165545 -0.00457455 -0.00453334 0.0174019 0.0603941 -0.0504779 -0.0382648 -0.00538666 -0.151818 -0.125962 -0.0521385 0.00991165 -0.0191296 -0.0909725 -0.190299 0.000677504 -0.0618276
internal_count=225652 154267 78350 32287 23096 5754 2227 3527 46063 75917 33037 699 1255 23195 15906 42880 2272 1391 881 666 609 1528 1318 9191 22868 5460 1180 605 4280 1181
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=0
split_feature=16 124 114 36 35 5 110 7 78 39 99 38 56 111 22 19 84 7 3 36 16 16 3 104 108 76 83 44 38 30
split_gain=9.01315 11.8961 9.06793 8.51287 10.3488 7.66768 7.45913 8.6199 7.14353 6.85592 6.77765 10.5646 13.0043 8.48211 7.99183 7.44656 6.98901 6.64245 6.64144 6.33678 6.10554 6.09173 5.97522 5.73404 6.75979 6.93183 5.6744 6.01682 5.97598 5.61275
threshold=0.26848500000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.6316500000000003 -1.8651499999999996 7.1807000000000007 -2.7927499999999994 11.950000000000001 1.4959500000000003 -0.29729499999999992 -1.6701999999999997 0.020962000000000005 -1.5792499999999998 -0.36227499999999996 -4.4218499999999992 -0.99230999999999991 -1.4817499999999997 -2.1283499999999997 0.11015500000000002 -0.83051999999999981 3.4203000000000006 0.21428500000000003 -0.34230999999999995 0.39987000000000006 1.4783500000000001 -0.85683999999999994 -0.83130999999999988 -1.4127499999999997 -2.4958499999999995 -2.0512499999999996
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 6 8 -5 -2 -3 10 -4 -9 15 12 -12 21 -13 16 -8 -17 22 -20 -7 26 -16 -15 -25 -26 28 -28 -14 -21
right_child=5 2 3 4 -6 20 7 9 -10 -11 11 14 13 23 18 17 -18 -19 19 29 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00020237880140526875 0.00037991785024184884 0.0013783889798510589 -0.0026622276355743961 -0.0031331721228615977 -0.011831539218065922 -0.0072711928913039891 -0.0028963080367790414 -0.0018091601045721083 0.00032804105765006099 0.0087343565139320588 -0.0042309335936471879 -0.019195053765870398 0.00080350177820007022 0.00059959037270419162 -0.0025673865526600337 -0.00346975178535751 -0.00026138348567507016 0.0031308850683456611 0.021321338008750568 0.0021345201145427733 0.016378481197973777 -0.014211242089166921 0.0042224140424004684 0.0076897649417287861 0.01454944031002621 -0.01368199560579054 -0.015154636137294659 0.0004706129286538845 -0.0048010208458698312 -0.006525551637972065
leaf_count=62262 100979 4760 4880 1499 443 463 2844 241 3381 428 2314 80 666 5546 2306 451 21863 2461 22 208 29 94 377 564 30 79 63 2793 1664 1862
internal_value=0 -0.00571297 -0.0155276 -0.0427728 -0.102348 0.00699158 -0.0101524 -0.0139762 -0.0287679 0.0987234 -0.015605 -0.0303236 -0.01622 -0.00245583 -0.0704497 -0.0056566 -0.0112937 0.042172 -0.0651982 -0.107433 -0.117544 -0.0319316 -0.0322664 0.0225694 0.109736 -0.118238 -0.0273586 0.00251877 -0.0639808 -0.113107
internal_count=225652 124181 61919 10203 1942 101471 51716 46956 8261 669 46287 18668 13813 11499 4855 27619 24707 2912 4775 2092 492 5280 2683 6219 673 109 5186 2856 2330 2070
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=115 124 123 78 125 83 15 75 126 44 31 10 44 76 99 1 100 15 54 54 108 126 3 30 55 94 36 100 118 76
split_gain=8.41636 9.8379 9.36497 8.82944 8.18621 8.32348 8.79434 8.80275 7.60834 9.74121 7.23272 7.47309 9.0364 7.69603 6.4636 6.26596 6.06576 5.99274 5.99085 5.9843 5.98082 7.0345 6.82596 6.73181 5.93422 5.8817 5.81494 5.74401 5.62852 5.56427
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0770499999999996 2.2500000000000004 -1.5369999999999997 0.74789500000000009 -4.6424499999999993 1.1000000000000003 -0.74401499999999987 -0.82000499999999987 -0.57991499999999985 -1.3475499999999998 0.30584000000000006 45.346000000000011 -0.64820999999999984 13.937500000000002 0.53783000000000014 -0.53245999999999982 0.60916500000000007 -2.2877499999999995 1.1000000000000003 0.70518500000000006 -2.1291499999999997 -2.8962499999999998 -5.1400499999999996 -2.0726499999999999 4.2206500000000009 1.0000000180025095e-35 2.7217500000000006
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 28 5 10 7 -7 15 -10 -3 12 -12 -13 20 25 -6 29 -19 -9 21 -14 23 -22 -11 -4 -26 -27 -1 -2
right_child=17 2 8 -5 16 6 -8 19 9 24 11 13 14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=9.2924778652617583e-05 0.0011147765272671206 -0.0020028063759563119 0.0089834966760429548 -0.00013815459163913095 -0.00018468131526251855 0.0040150385601440295 -0.0051621116824165673 -0.0014494247198377089 0.001017826687837498 -0.012366433066448995 0.0030060213822764741 0.0023874654898346252 0.0044163489804773214 -0.0007690702706769887 -0.029636313748501598 0.0014180467649323163 0.010082167392307571 0.00093555335332867284 -0.0006686069857640615 -0.0046917524678390882 -0.012194418503475704 -0.005240311629392474 -0.0045671721289203644 -0.00074746361183004525 -0.014936967079605288 -0.0011408092803065518 -0.002400406658974581 0.0037834883289535391 0.0017459862205421374 -0.00018747980105145753
leaf_count=8774 34058 9379 161 54678 18356 608 2492 5895 2157 175 1061 3998 701 3735 21 11487 145 8625 17897 1876 133 258 2324 3744 96 6360 2535 653 12465 10805
internal_value=0 -0.00415441 -0.0120152 0.00395828 -0.0191983 -0.0279388 -0.0510881 -0.0355769 0.00462484 -0.0301739 -0.0180132 -0.00507164 -0.0260218 0.0172575 -0.0387494 0.0138798 -0.00208432 0.00897792 -0.00293863 -0.0446431 -0.0371246 0.0363683 -0.0484905 -0.022803 -0.0690171 -0.00930746 -0.0571568 -0.0136459 0.0212619 0.0160227
internal_count=225652 154267 78350 75917 54726 36225 10871 8379 23624 4963 25354 15975 8242 7733 7181 18661 18501 71385 26522 7771 7160 959 6201 3877 2806 7174 2631 7013 21239 44863
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=0
split_feature=14 3 107 52 6 9 40 33 3 109 67 15 14 115 2 9 125 120 40 109 127 13 2 14 63 11 80 86 92 103
split_gain=8.36666 15.4365 11.5725 10.6635 10.3918 10.0509 7.71119 8.63032 6.99472 7.00208 6.86723 7.83031 6.98869 6.70563 6.3305 7.23967 6.25277 10.9349 7.29434 9.0698 6.13926 6.32784 6.56991 6.08036 9.20521 8.1359 6.97464 6.96198 6.4438 6.18682
threshold=3.4435500000000006 2.2808500000000005 -2.9492499999999997 5.3343000000000016 -3.9622999999999995 2.4362500000000007 -2.0281499999999997 5.2574000000000014 0.043848000000000005 5.2204000000000006 -1.3969999999999998 3.8212500000000005 2463.9000000000005 1.0000000180025095e-35 1.0522500000000001 -2.8913999999999995 1.2500000000000002 1.0000000180025095e-35 1.42195 5.2204000000000006 0.37500000000000006 4.2231500000000013 0.11109000000000001 0.080705000000000013 -0.12466999999999999 5.8949500000000006 -0.47332499999999994 2.4965000000000006 -1.0964499999999997 -2.4106499999999995
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=2 4 20 10 5 -2 8 13 -4 -10 12 -12 -3 16 15 -13 17 -8 19 23 -1 -22 -23 24 29 -26 -27 -25 -29 -19
right_child=1 3 6 -5 -6 -7 7 -9 9 -11 11 14 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 27 25 26 -28 28 -30 -31
leaf_value=0.00038436496361287319 -0.0037423129086070644 -0.0015923663108348301 -4.8744024558609364e-05 -0.0064129983336032705 2.8285970318656818e-05 -0.022475328481493473 0.0012230810482496113 -0.0031218191402547796 0.0010067634527218909 0.0053087659101868868 0.0015513878999748039 -0.010102278393549989 0.0045843132993585679 0.00040378275285283573 -0.01192221743428456 0.0053350804052693214 -0.00018406087305135766 -0.0066835916780111776 0.00015261928847823031 -0.011767135532397145 0.0023370355124511326 0.0027019615848435136 -0.0095953430810104667 -0.0053404751488305277 0.0026684507145887659 0.0029001192683636243 -0.018601840610658241 -0.017786057092822518 0.0092453296578906743 -0.0019407914308472943
leaf_count=10520 873 5971 22937 1447 30678 78 3413 2491 20764 991 286 156 496 37452 451 148 63158 813 3076 265 10247 205 231 2187 1535 66 88 26 145 4458
internal_value=0 -0.013003 0.00285147 -0.0496558 -0.00262566 -0.105575 6.98777e-06 -0.00419392 0.0112089 0.0240546 -0.0345066 -0.109886 -0.0223727 -0.00295053 -0.163266 -0.0517344 -0.0081626 -0.0257731 -0.0393169 -0.0529168 0.0248347 0.0417205 -0.0762671 -0.0477286 -0.03286 0.0313856 -0.187734 -0.0916156 0.102706 -0.0534464
internal_count=225652 40584 185068 8955 31629 951 163865 119173 44692 21755 7508 1041 6467 116682 755 304 79230 16072 12659 9583 21203 10683 436 9318 6960 1689 154 2358 171 5271
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=0
split_feature=16 14 13 99 16 99 119 48 73 71 95 10 43 109 119 73 6 15 54 3 44 89 86 15 22 10 63 89 71 92
split_gain=8.27258 8.77467 15.7884 15.2953 12.8229 9.02135 10.0806 11.1411 8.32275 8.04938 7.74022 9.40218 7.79727 8.95895 7.82416 7.54643 7.43952 7.20705 7.12104 12.2945 10.6845 7.82748 7.55268 7.02313 6.56527 7.05009 8.56393 8.24725 7.05346 6.81599
threshold=-2.1857499999999992 1.5449500000000003 0.021209500000000003 -1.8596999999999999 -2.2113999999999994 0.062655000000000002 1.0000000180025095e-35 7.3503000000000007 -0.94905499999999987 -1.4419999999999997 4.1593000000000009 -4.325499999999999 0.85322500000000012 0.19784500000000002 1.0000000180025095e-35 1.8500500000000002 -0.68576999999999988 25.441500000000005 3.6478500000000005 4.4684500000000007 3.7985500000000005 -3.5711499999999998 3.0340500000000001 -0.71086499999999986 -2.5455499999999995 0.37275500000000006 -0.49102999999999991 10.576000000000002 -1.3684499999999999 6.4901000000000009
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 16 4 8 6 7 15 9 -4 12 -12 18 -14 24 -5 -3 -6 22 -20 21 23 -2 -21 -15 27 28 -26 -27 -28
right_child=10 2 3 5 17 -7 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-4.5238045525627697e-05 -0.00028249645332975728 -0.002518958490728627 -0.0094459349856145323 -0.0075705258753175301 -0.00075610281919386794 -0.0025092780283049888 -0.0013435645465536966 -0.020823882240167884 -0.0026892982325628194 0.0030638275417951039 -0.0014524160338449707 0.0013990037480338781 0.0014049270595651777 -0.0027395165269198636 0.0010490397608060578 -0.029891458363272252 0.0010774114827160951 -0.024735902594600588 -0.00088258204291033959 0.008414902453805554 -0.017004373304103385 -0.0027738352006951555 0.0013405928390828395 -0.024931686645684143 -0.001813745410330921 0.0012054203963211955 0.0012204440120430538 0.0037332205246969211 -0.0012212997441577486 0.0072625520757594701
leaf_count=20601 86603 2019 143 710 47 729 296 257 3770 1276 3383 19878 17481 2619 14641 40 4997 94 6050 20 201 845 7814 75 7924 4412 8181 732 9319 495
internal_value=0 -0.0141365 -0.0330951 -0.0654445 -0.0373009 -0.139266 -0.189105 -0.236792 -0.0292156 0.0360631 0.00259334 0.0196861 0.000218401 0.00869879 0.00168087 -0.17522 0.000849624 -0.334853 -0.00527372 -0.0356083 -0.130821 -0.0860738 -0.00296337 -0.358227 -0.00670848 -0.00265458 0.00670901 -0.0268933 -0.00883108 0.0313034
internal_count=225652 34979 14378 7362 5330 2032 1303 1007 5189 1419 190673 23261 167412 65804 48323 750 7016 141 101608 7191 1141 940 94417 95 33682 31063 22407 8656 13731 8676
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=125 119 119 83 8 54 47 54 1 83 51 0 87 3 126 2 57 10 47 11 10 109 79 3 42 15 10 15 103 31
split_gain=7.24243 15.1978 14.1152 15.8837 14.0509 15.0162 12.1057 11.1763 11.8771 8.99732 8.98622 8.21595 8.14244 8.08076 8.05992 8.04183 7.89356 7.4811 7.38332 7.232 8.49307 9.89327 8.80663 7.86456 7.72508 6.83688 6.82089 6.67736 8.10891 7.32714
threshold=2.2500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -1.5974499999999996 2.2086500000000004 0.63236500000000018 -11.335999999999997 6.0448500000000012 -0.95266499999999987 -1.3099499999999999 -1.42885 -2.2157499999999994 -1.4349499999999999 0.11015500000000002 1.1000000000000003 -2.7261499999999996 -21.230999999999998 1.3205500000000001 -1.15635 1.4039500000000003 -0.95519999999999994 53.740000000000009 -1.6770499999999997 -2.4323499999999996 -0.76512999999999987 -1.1458499999999996 0.68222500000000019 0.92172000000000009 -0.38940999999999998 0.71870500000000004
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=2 15 3 7 5 10 -7 8 11 14 26 -1 -13 -8 18 -2 -14 25 -4 -10 21 23 -22 -21 -24 -3 -5 29 -29 -15
right_child=1 17 9 4 -6 6 13 -9 19 -11 -12 12 16 27 -16 -17 -18 -19 -20 20 22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011556990622471359 -0.0034455648464796424 0.001820532988684115 0.001876590622737196 -0.0041293029826452608 -0.0063422804111714255 0.032327257810781405 -0.0014177643754164067 -0.0048731562244531471 0.0007510453120857098 0.0020443138537349502 -3.742894856064665e-05 0.0005540308163233164 -0.01243443659817179 -0.0049533489132708346 0.0018421350721345563 0.00091934335906675006 -0.001813319598561336 -0.0021510982808480884 -0.00056645025056955287 0.0091673676965860883 -0.0038651254709528302 0.019585809124899763 -0.0018419965086146255 -0.0035130133734850057 0.0013785690925087574 -0.00064518045618548237 -0.00024663836159347113 -0.01107173192158712 -0.0029005049664647233 0.00053061619185445
leaf_count=3761 1076 3535 3637 2715 1405 24 3393 1215 37262 8517 17352 4185 177 2162 6025 54650 14982 6319 20663 127 1243 49 2461 3289 7650 13733 1939 746 512 848
internal_value=0 0.00769539 -0.00417076 -0.0100743 -0.0291279 -0.0245038 -0.0625592 -0.00231936 -0.000781844 0.0121677 -0.011214 -0.0196519 -0.0279667 -0.0647806 0.00410187 0.0167012 -0.0387467 -0.0135816 -0.00401597 0.00758959 -0.0110963 -0.054432 0.00212885 -0.0608316 0.0118938 -0.00280829 -0.0502333 -0.0937383 -0.154922 -0.0681673
internal_count=225652 79313 146339 107497 31096 29691 7685 76401 75186 38842 22006 23105 19344 7661 30325 55726 15159 23587 24300 52081 14819 3465 11354 3416 10111 17268 4654 4268 1258 3010
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=76 58 124 126 94 119 71 110 86 12 11 77 84 10 96 42 103 21 32 95 70 5 70 6 47 5 6 12 59 11
split_gain=7.80246 8.30961 7.31434 9.55265 7.18595 14.7747 6.98183 7.05168 10.5112 6.61617 6.54564 6.49187 6.1601 6.88983 10.0144 9.06376 8.64665 8.08952 7.70965 7.53421 9.00278 9.02597 8.05162 7.48209 7.44858 7.03122 6.71305 8.00301 7.48939 6.79726
threshold=-1.5129499999999998 -0.92167999999999994 1.0000000180025095e-35 1.3 -3.0540499999999997 1.0000000180025095e-35 -2.5180499999999992 1.3409500000000001 -0.18746999999999997 -9.9026999999999976 -2.0361499999999997 -17.336999999999996 4.931750000000001 -0.77665499999999987 -1.16875 -0.31080999999999998 -2.0892499999999994 1.0025500000000001 -14.799499999999998 3.4286000000000008 -3.0943999999999994 -3.9385999999999997 1.8775000000000002 -4.7397999999999989 -0.060610499999999991 0.66849000000000014 2.7178500000000008 2.1129500000000001 2.0956500000000005 -1.38025
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 12 5 9 -5 8 -8 -2 -10 -9 13 18 23 16 -16 -18 25 26 -21 -22 -23 -15 -25 -4 29 28 -28 -20
right_child=2 -3 3 6 -6 -7 7 11 10 -11 -12 -13 -14 14 15 -17 17 -19 19 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011672465531417078 0.015612841213217755 -0.00013988786850682483 0.0083413223472998087 0.00069298360664006402 1.3128471046466634e-05 -0.00063623828184001933 -0.0031710902196660021 0.016373477224260569 0.024741792030356549 0.0030465828698483092 5.4078158135932916e-05 -0.0044192835754046427 0.0011913144689042359 -0.0088693575362082232 -0.0033800631888308941 0.0011195217031533863 0.00082739283019854059 -0.0023019995124770698 -8.8116902928778371e-05 -0.0075221315485752248 -0.0081855890752543532 0.0016532394415836899 -0.0027003075378416886 -0.0020164024490006587 0.00034329231205242365 -0.0047049834379754591 0.00013633499973746293 0.010159178462345153 -0.024287955033651089 -0.0030348516090163134
leaf_count=26137 107 22734 386 2691 77299 4445 4475 38 27 4971 4805 3096 6841 308 2280 19563 7916 2794 2481 376 292 5384 1323 7678 5925 141 1637 204 32 9266
internal_value=0 0.0111838 -0.00309175 -0.00941095 0.00345578 0.0293753 -0.032326 -0.042316 -0.0285006 0.0662274 0.00384054 -0.0833434 -0.00477692 -0.00765508 -0.00080371 0.00879336 -0.0116839 0.000220084 -0.0224466 -0.0254452 0.000298362 0.00839646 0.0158895 -0.0232617 -0.019772 0.0970151 -0.0393849 0.016214 -0.00663912 -0.0482499
internal_count=225652 48871 176781 89959 86822 9523 15132 12441 9307 5078 4832 3134 74827 67986 46464 32553 12990 10710 21522 20995 7375 6999 6707 13911 13603 527 13620 1873 1669 11747
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=0
split_feature=115 116 124 125 66 38 66 23 87 25 57 91 11 58 10 12 89 101 16 88 18 82 86 25 109 52 31 1 9 57
split_gain=7.1237 7.98408 8.9753 6.73974 7.01687 8.03326 6.71136 6.57509 6.1351 5.97014 5.90924 5.80952 7.19603 5.80745 5.6931 7.01386 6.24691 5.94411 5.92842 5.68866 11.0715 7.62321 7.36126 5.64025 12.0322 5.58734 5.58499 7.55928 6.78612 8.37606
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.7500000000000004 -1.7299999999999998 2.5646000000000004 -0.63444499999999981 2.1708500000000002 0.78257500000000013 0.62416500000000008 -1.2298499999999997 0.83477500000000016 -1.0366499999999996 1.4172500000000003 0.26389500000000005 0.52321000000000006 1.8081500000000001 6.2668500000000007 -0.84951499999999991 0.035385000000000007 5.1128500000000008 -0.13719499999999998 0.82110500000000008 1.2419500000000003 -0.8193149999999999 10.225500000000002 -1.0215499999999997 -1.1251499999999999 -2.6783499999999996 -8.3587499999999988
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 4 26 11 10 8 9 -8 -7 14 -13 -14 15 16 19 23 -17 21 22 -6 -21 -16 -25 -5 27 -4 29 -28
right_child=-2 -3 3 25 5 6 7 -9 -10 -11 -12 12 13 -15 17 18 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=3.8629814180767435e-05 0.00041298698875856348 0.00034939627888864392 -0.0059557187186221779 0.00060218088109570997 -0.0023058910121546254 0.0015087938786914144 0.0047974758391113332 -0.021790665246468659 -0.0099384278751873736 -0.0061792013120630061 -0.017513599293122656 -0.0060144101892439135 -0.0038486221218604687 -0.00016988319189291 -0.00049161108717393136 -0.0014452876786403114 0.0099244649054187114 -0.017289975072656359 -0.010656700096967234 0.0035457834034163696 -0.0073497339586720487 -0.011199034564399329 -0.0030465187843648333 0.013112044133840645 0.00062585317768070131 -0.0080024583283281013 0.0011544934654421858 -0.00086571226929506534 0.00016413840038548912 -0.0033293963205162703
leaf_count=52189 71385 47352 1065 8390 3462 52 300 48 207 211 190 1416 2031 2274 5253 306 118 49 407 1475 409 259 594 249 857 193 1508 2315 17721 3367
internal_value=0 -0.00382208 -0.00860977 -0.0175572 -0.0223434 -0.0363388 -0.123351 -0.0774876 -0.0535327 0.00530064 -0.268523 -0.0317608 -0.0584488 -0.0381086 -0.0203989 -0.0400502 -0.0294383 0.00115984 -0.134068 -0.033777 0.00334429 -0.058498 0.0330633 0.00383338 0.0687388 0.00817389 -0.0114778 -0.0493903 -0.0058067 -0.0388476
internal_count=225652 154267 106915 54726 46143 20167 1008 766 718 511 242 19159 5721 4305 13438 7030 6317 6408 713 6199 2478 3721 2069 6359 1106 8583 25976 3380 22596 4875
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=127 125 120 7 124 127 34 76 107 43 43 45 64 98 100 28 17 14 23 16 54 66 39 82 51 13 40 43 46 49
split_gain=7.33208 9.78826 9.61 7.27174 7.157 6.68828 6.65028 6.59539 6.23784 8.96001 6.22914 5.9637 6.09519 5.88938 7.47187 6.62257 6.69606 6.57399 5.93504 5.88329 7.54955 6.58916 9.41163 8.85034 6.45306 6.55397 5.99655 5.9065 6.03051 5.83652
threshold=0.37500000000000006 2.7500000000000004 1.0000000180025095e-35 -3.3967499999999995 7.5000000000000009 0.67500000000000016 1.2723500000000001 -3.0362999999999993 -0.51036499999999985 -0.13247999999999996 -0.20168999999999995 -3.9868999999999994 8.1578000000000017 -1.79375 3.4019500000000007 -0.50673999999999986 4.4525000000000015 -0.30095999999999995 -0.26174999999999993 1.6137000000000004 3.5634500000000005 -1.1098499999999998 -2.5654999999999997 -0.94962499999999983 21.698000000000004 4.455350000000001 -1.5777499999999998 -12.219499999999998 4.624550000000001 -1.02125
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 4 -3 -4 8 -5 -1 -6 9 10 19 29 -13 15 17 16 -9 -15 -19 21 -21 -2 26 24 25 -24 -23 -25 -29 -11
right_child=1 2 3 5 7 -7 -8 13 -10 11 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=-8.1535605608856857e-05 0.00066491848829814434 -0.00097481261909869573 -0.0070866479969275828 0.0011992092617480066 0.0032145854069808287 0.0033961633366427395 -0.0010135996690468195 -8.2827144641106518e-05 -9.6810982819477742e-05 0.0038495105384898035 -0.0058819882962933799 0.002649590917727531 -0.0035251918626904842 -0.00026944704867964703 -0.0075058881522976325 0.002122832853739941 -0.0068677056219131061 -0.0051202098946107515 -0.0013987661548235282 0.002928477584811262 -0.0057430136819568685 0.00051213598523575522 -0.0029295315080055647 0.015756311693361828 -0.027342307331661382 -0.019154855160211978 -0.011117158242618039 -5.7509368545802276e-05 0.01367981891022149 -0.017257008690677294
leaf_count=97024 11518 3570 221 8930 918 5660 23840 1427 41812 57 402 8250 420 5116 546 2422 488 1793 2662 3251 272 156 1092 63 30 66 383 3104 82 77
internal_value=0 0.00612191 0.0270769 0.0383027 0.00166425 0.0410298 -0.00530764 -0.0179 0.00589795 0.017107 0.00560921 0.0437737 0.0470093 -0.0231201 -0.0363364 0.00770978 -0.0362364 -0.0298455 -0.0579306 0.00808441 0.0451796 0.000161148 -0.0302477 -0.0150897 -0.0889485 -0.0770858 -0.155027 0.0119168 0.00592113 -0.165577
internal_count=225652 104788 18381 14811 86407 14590 120864 15372 71035 29223 20419 8804 8670 14454 10117 4337 1915 9571 4455 20017 3523 16494 4976 4437 1188 1158 539 3249 3186 134
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=80 14 6 124 82 86 17 49 100 118 59 63 124 100 8 53 84 1 100 9 68 112 50 68 102 29 20 37 85 26
split_gain=6.57519 8.4889 9.33068 7.42376 6.74769 7.38102 7.33275 6.74681 6.54303 6.48476 6.05806 6.00732 7.07364 5.81413 5.95577 7.47773 6.9149 6.44293 6.13277 5.71645 5.62155 6.97626 5.61414 6.29176 5.53734 5.88129 5.42449 5.24734 5.14905 6.77712
threshold=11.080500000000002 1.0560000000000003 -2.0893499999999996 7.5000000000000009 -1.6418499999999996 -3.7760499999999992 5.9828500000000009 1.1840000000000002 -1.2134499999999997 1.0000000180025095e-35 1.9882500000000001 -0.45509999999999995 1.0000000180025095e-35 11.495500000000002 0.99874000000000007 19.132500000000004 2.0622500000000001 0.5221650000000001 -1.96315 -6.6607999999999992 -1.8984499999999997 1.5090500000000002 20.706500000000002 6.3734500000000009 -2.0674999999999994 -1.4824499999999998 1.06525 9.5055000000000032 1.1556500000000003 0.82942000000000016
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 11 7 8 -5 -6 -7 24 -4 -10 -9 12 -1 14 15 -14 17 18 -16 -2 21 -13 23 -11 25 -3 -19 -12 29 -17
right_child=19 2 3 4 5 6 -8 10 9 22 27 20 13 -15 16 28 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00032079378496256911 6.6462466474737013e-05 0.0013605012644342532 -0.0011447380727890569 -0.0003465068392867407 -0.014769660836736183 -0.0022313776656456585 -0.012704777317387717 -0.0040038420173907421 -0.00052353397806979905 0.0014094219479329586 0.0010347717701865739 0.00081351054576542985 -5.0613973457588082e-05 0.0048452407018390528 0.0022640275028214664 -0.011047227781685726 0.00058049042581720042 0.0006660647404247216 -0.0029082907073755874 0.002749851473390652 0.00038019171614687151 0.0053357145977360586 -0.0030438727378089745 -0.0016236760184407152 -0.00029258038398011894 -0.0065073905969072216 -0.0033016250768282442 0.022238800585320271 -0.01396377425826802 0.011883042145015324
leaf_count=42603 3954 340 9485 5016 131 3712 175 3676 12879 16839 138 2494 24457 487 612 71 3713 3497 9015 3985 66588 1296 854 1903 5541 788 1143 37 164 59
internal_value=0 -0.0010308 -0.0109811 -0.00538715 -0.0313906 -0.0619265 -0.0540582 -0.0380968 0.000211391 0.00696002 -0.071423 0.0028878 -0.00272814 -0.011742 -0.0129803 -0.00291801 -0.0268318 -0.0368363 -0.0515896 0.0282679 0.00973605 0.0471978 0.0184159 0.022029 -0.0188527 -0.0827173 -0.00622642 0.110358 -0.16145 -0.0128083
internal_count=225652 217713 61514 50994 9034 4018 3887 10520 41960 32475 3851 156199 85821 43218 42731 24751 17980 14267 9627 7939 70378 3790 19596 18742 6669 1128 4640 175 294 130
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=0
split_feature=16 14 13 99 16 77 99 119 94 6 34 14 98 14 74 110 16 47 127 68 105 12 77 51 10 16 8 11 0 60
split_gain=6.96594 7.47653 13.8667 13.195 11.795 10.2214 7.92461 8.7354 8.35943 7.67045 7.61243 7.4197 9.7703 11.9123 7.35669 7.99263 6.79392 7.76123 6.62036 6.59605 6.38628 6.33463 6.16255 6.68933 6.47046 9.04775 9.00383 12.456 8.79687 17.4849
threshold=-2.1857499999999992 1.5449500000000003 0.021209500000000003 -1.8596999999999999 -2.4138999999999995 -0.54313999999999985 0.062655000000000002 1.0000000180025095e-35 -1.5688999999999997 1.02885 -1.3361499999999997 3.3108500000000007 -1.1187499999999997 5.3259500000000015 0.13291500000000003 -1.6806499999999998 -3.0918999999999994 78.014000000000024 0.52500000000000013 -1.8163499999999997 0.83111500000000016 -2.4319499999999996 21.151500000000002 5.6944500000000007 -2.0797999999999992 -0.84951499999999991 -2.7496499999999995 1.68015 5.3036000000000003 -1.0446499999999996
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 16 4 5 -4 7 8 -5 -10 -8 -7 -13 -14 15 -11 17 -3 -6 -2 21 -15 24 -24 25 -21 27 -26 -27 -30
right_child=19 2 3 6 18 11 10 -9 9 14 -12 12 13 20 -16 -17 -18 -19 -20 22 -22 -23 23 -25 26 28 -28 -29 29 -31
leaf_value=-3.7915614227972675e-05 0.0012780647822086583 0.001934755542879708 0.0031204671861761362 0.00017492285493266334 -0.0039687864659032944 0.0018239237327932417 0.0057390973799435118 -0.0012522361340588024 -0.018021674273504363 -0.030593687733230387 -0.0055433188395947941 -0.005917746334521929 -0.010196849774740108 0.0138600109690993 -0.015062627767468185 0.00037692598787840138 -0.0013954809675742826 -0.026030658125877383 -0.012864526705099986 0.00073707476331594517 0.010622638642192823 -0.0050184070864251178 0.0023536661207044598 0.015688582945333814 0.0023793661108459357 -0.00085514823105783629 4.4445347129981862e-05 -0.0016792170989189334 0.0014381308794656437 -0.0082284114724001274
leaf_count=20601 11532 3266 1292 143 696 836 210 296 394 23 519 1531 169 58 226 221 3725 25 299 8735 259 190 1366 101 8877 20879 134831 2402 779 1171
internal_value=0 -0.0129721 -0.0304723 -0.0607891 -0.0346492 -0.0121119 -0.129355 -0.176066 -0.220457 -0.257524 -0.0458648 -0.0437522 -0.0741431 0.0259875 -0.171256 -0.0508487 0.00133973 0.0344463 -0.13284 0.00237974 0.102629 -0.0120659 0.000887453 0.065435 0.000354504 -0.0126292 0.00315937 0.0303008 -0.023102 -0.087335
internal_count=225652 34979 14378 7362 5330 4335 2032 1303 1007 864 729 3043 2207 676 470 244 7016 3291 995 190673 507 248 179141 1467 177674 31564 146110 11279 22829 1950
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=76 125 119 71 96 94 0 10 67 94 73 75 87 25 29 44 48 36 64 2 108 126 7 4 19 18 21 68 76 85
split_gain=6.37716 8.53112 17.7398 11.7682 8.43451 8.09585 7.93657 11.6249 10.3406 10.2557 7.51488 7.37768 7.01994 6.7895 6.74646 8.94483 6.30229 6.35767 5.85823 6.17448 6.62084 5.71113 5.64749 5.41548 5.66944 6.96807 6.26389 5.41058 5.39348 5.96007
threshold=-1.5129499999999998 1.2500000000000002 1.0000000180025095e-35 0.74777500000000008 -5.9164499999999984 1.5646500000000001 2.5010000000000003 -1.5807999999999998 -1.6471499999999997 1.5321500000000003 0.22165500000000002 -0.24909499999999998 5.4126500000000002 4.1796500000000014 0.69590500000000011 -1.4414499999999999 5.4905000000000008 8.955700000000002 -12.723499999999998 1.2482500000000003 0.27789500000000006 0.70000000000000007 -0.7569349999999998 -2.1643499999999993 3.8670000000000004 -1.2029499999999997 -1.9138499999999998 7.405050000000001 7.9688000000000008 20.148500000000002
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=10 2 3 5 27 6 16 9 -9 -8 14 22 21 28 -1 -16 17 -2 19 20 -6 -4 -12 -5 -25 -26 -27 -3 29 -7
right_child=1 4 12 23 18 13 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.001200728589373944 5.1186898843455741e-05 0.0028617394322143046 0.000768238954449065 0.00051564552323704637 0.005783468482217639 -0.00323518383761941 -0.010150780838868752 0.0010189703442191494 -0.0067000043339393248 0.0066453792939760855 -0.0036616821602767449 0.00043565586354551598 -0.0041670790349317066 -0.012765671663579442 -0.0079818265776879886 0.0070472412031250924 0.0037630456774148157 -0.0066701179442963266 -1.9155265371968837e-05 -0.029964134910454354 -0.016377446937303131 0.0038225310332049445 -0.00032975268067239003 -0.0031334885483251876 0.016408645197818126 -0.034589300366739434 -0.0084536230504340896 -0.0036535872563781126 0.011368093850846956 0.0065980865326882507
leaf_count=12015 12521 3664 4823 921 70 3159 676 1787 573 105 2017 30370 542 168 111 916 1126 362 136649 30 65 2242 3442 6155 27 24 512 349 69 162
internal_value=0 -0.00279513 -0.0165436 -0.0280504 0.000714941 -0.0156752 -0.00666921 -0.0521004 -0.0171034 -0.157853 0.0101108 0.00262929 0.0263357 -0.0590854 0.0306641 0.108457 0.00351705 -0.00275351 -0.000610488 -0.188923 -0.097732 0.0347497 -0.0312168 -0.0615973 -0.0714558 -0.167509 -0.192478 0.0459024 -0.0493608 -0.0551102
internal_count=225652 176781 35954 28347 140827 20708 17150 3141 2360 781 48871 35829 7607 3558 13042 1027 14009 12883 136814 165 135 7065 5459 7639 6718 563 536 4013 3390 3321
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=0
split_feature=115 67 54 39 119 58 116 107 3 80 54 43 20 113 13 47 13 103 15 58 81 87 42 106 20 51 87 21 78 64
split_gain=6.54052 7.15415 10.1241 7.44668 9.14951 8.33604 6.74801 6.7234 6.66949 6.14781 6.38929 6.31218 5.78567 5.76585 5.74289 6.12484 5.69723 5.39306 5.4179 5.20302 5.18003 5.02388 4.98364 7.26744 5.88601 5.41582 5.99094 5.25577 5.02223 4.95082
threshold=1.0000000180025095e-35 -1.6119999999999999 0.33652500000000007 -1.4220499999999998 1.0000000180025095e-35 -13.477999999999998 1.0000000180025095e-35 2.2134500000000004 0.75858000000000014 11.080500000000002 5.6601500000000007 -2.4925999999999999 4.7052500000000004 1.0000000180025095e-35 0.18778500000000004 22.384500000000006 8.6068500000000032 -1.3221499999999999 0.27696000000000004 -7.1130999999999993 -1.3212499999999998 3.5310000000000001 0.52895500000000018 -2.8505999999999996 2.6907000000000005 -0.63306499999999988 -0.48131499999999999 3.7096500000000003 -4.3149999999999986 1187.2000000000003
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 6 7 4 8 -5 29 14 16 10 12 -12 -8 17 -3 -16 -4 -10 -19 20 21 -11 23 25 27 -2 -27 -24 -29 -1
right_child=22 2 3 5 -6 -7 9 -9 13 19 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00030885253528491739 0.0003708482050480191 -0.00097941603017728199 -0.002433552522551956 0.019183020301163201 0.0012081377354586219 -0.0013455469228921841 0.00027310253054643193 -0.0046420100316289575 -0.015332798696286957 -0.0099270745542728248 -0.015108127515403587 -0.0022491165079239401 0.0023531349009487373 -0.0045054820447676955 0.00072714321423955706 0.015904234908521175 -0.02523306464510305 -0.0017476828303188087 -0.013883768183948134 0.0071191360598368046 0.0034314518969810054 0.0082036372432485235 0.0010084710443300038 -0.00033935104228528806 -0.00046962389532448714 0.00014459006616990381 0.0044871979942597449 -0.0090883197369985274 0.0040861068125263101 0.0036547069123480471
leaf_count=87666 6440 8686 1279 50 628 4511 33975 845 358 162 114 586 3708 663 8481 67 28 222 157 631 605 50 21976 31091 6388 1278 2098 75 2039 795
internal_value=0 -0.0036623 -0.0187967 -0.0486701 -0.0845838 -0.02241 -0.000598073 -0.00574946 -0.109812 0.0102101 0.00779708 -0.086866 0.00955555 -0.157772 -0.00147931 0.0169221 -0.0584398 -0.21864 -0.135501 0.074174 0.0214939 -0.113019 0.00791443 0.000702289 0.0175944 0.0244238 0.0568657 0.0247506 0.0723742 -0.00546464
internal_count=225652 154267 25975 7896 3335 4561 128292 18079 2707 39831 38383 700 37683 1400 17234 8548 1307 737 379 1448 817 212 71385 40907 30478 9816 3376 24090 2114 88461
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=16 127 93 41 119 124 122 127 46 30 110 16 58 26 52 69 100 7 17 7 110 67 74 26 61 0 26 83 37 102
split_gain=6.75012 7.83764 7.47429 7.91657 7.69654 7.19524 7.16766 6.83589 6.62746 6.3879 6.26514 7.98548 7.83447 7.17249 7.1014 6.94382 6.2669 6.64624 6.46279 6.18383 6.65698 7.51392 6.03423 5.97534 5.97493 5.93266 6.1767 5.85705 6.67433 5.82232
threshold=0.26848500000000003 0.52500000000000013 1.0769500000000003 1.0784500000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67500000000000016 -2.7738499999999995 -2.2903499999999997 0.24894000000000002 1.6137000000000004 -2.1915499999999999 -0.021292999999999996 7.0983000000000009 -1.56795 -0.40701999999999994 -1.3234499999999996 -1.8135499999999998 11.950000000000001 -0.58597999999999983 -1.4646999999999999 1.2530500000000002 2.2296500000000004 1.6058500000000002 6.2325000000000008 0.49639500000000009 -0.73042499999999988 -1.6411499999999999 -3.1241999999999996
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=5 25 3 4 10 -1 8 -8 9 -7 12 16 -3 14 -14 -16 27 18 -18 29 -21 -22 23 -4 -19 -2 -27 28 -12 -10
right_child=1 2 22 -5 -6 6 7 -9 19 -11 11 -13 13 -15 15 -17 17 24 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00013234652783528653 8.9582202717126936e-05 0.0046888341023461353 -0.0027023192980594785 0.0033408639889509757 -0.001629137344772547 -0.00041148397694015207 -0.0012220917225003779 -0.0045507332189867319 -0.0023871034165482479 0.0052989816577679698 0.0051352515535351513 0.0019303924643816594 0.00042752455099668001 0.0025066055535213579 0.012436634154082873 -0.010092482636406309 0.011221040971577168 0.0017554101028069544 -0.0091033464737227156 -0.0027647923210278643 0.0035983455865179607 0.017543825471718143 0.00049921774851735751 0.024741335511207579 -0.020089838124113159 -0.0006748028303782841 -0.0058721476867772794 0.0018384099111576513 -0.0089509462326703947 -0.0004062645763110497
leaf_count=62262 65664 2127 2395 4209 2517 973 8309 1894 4043 986 96 2505 4404 6061 39 278 45 1433 299 236 346 134 5803 20 32 1794 839 233 678 44998
internal_value=0 0.00605052 0.0186608 0.0272743 0.0192521 -0.00494401 -0.012577 -0.0367999 -0.0077981 0.0492539 0.0264089 -0.00246608 0.038311 0.0273691 -0.00185496 -0.146415 -0.0390038 -0.00380681 -0.128893 -0.0100443 0.0822181 0.149829 -0.00749639 -0.0495009 0.0255649 -7.46746e-05 -0.0466185 -0.102233 -0.144076 -0.0113913
internal_count=225652 101471 33174 24956 20747 124181 61919 10203 51716 1959 18230 5321 12909 10782 4721 317 2816 1809 344 49757 716 480 8218 2415 1465 68297 2633 1007 774 49041
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=0
split_feature=127 112 10 27 95 35 71 110 11 39 106 66 59 16 15 10 92 11 1 33 34 16 16 104 81 0 32 63 50 27
split_gain=6.22194 6.83196 8.61112 8.3942 9.78805 7.81986 7.95033 10.2214 7.83666 7.61433 7.18506 7.31825 13.9046 8.87152 12.7537 7.46213 8.29521 7.49918 8.03762 6.90411 6.81993 6.80874 10.439 7.77349 7.21828 9.21178 7.07907 7.00214 7.11201 6.4186
threshold=0.37500000000000006 -0.5201349999999999 -1.8608499999999999 0.62478500000000003 3.5322500000000008 -0.72995499999999991 -13.094499999999998 1.5504500000000003 4.7936000000000005 -0.42704499999999995 -8.1732999999999993 -1.1098499999999998 -6.7230499999999997 -1.0771999999999997 2.2325500000000003 -4.1365999999999987 0.95403500000000008 -0.98903999999999981 4.1940500000000016 3.5488500000000003 -0.55498499999999995 1.6602000000000003 2.2174500000000008 -0.73405999999999982 -0.21149499999999996 0.020909500000000001 2.4934500000000006 17.392000000000003 1.0000000180025095e-35 0.5330450000000001
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 10 4 5 6 -4 8 -8 -7 20 15 -13 -14 -15 17 19 -12 -19 -17 -3 23 -23 -16 25 -25 -27 28 -24 -11
right_child=1 2 3 -5 -6 9 7 -9 -10 29 11 12 13 14 21 16 -18 18 -20 -21 -22 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00024446729725243697 -0.00020357031970912013 3.5005241963966314e-05 -0.0028955395148046398 0.0021095565181032316 0.0023540073800164124 -0.0033665087897851846 0.00072493709060194363 0.0033161064610762424 -0.0034855836456907647 0.00043012040740006375 -0.001288620941027764 0.0136605368034283 -0.00045670122706561431 -0.001322048778879095 -0.019495932165746813 0.00016549596386568108 0.0027966369463648141 -0.0061950956217737664 -0.025298917084359208 -0.0039355503194309551 0.0039067250449056094 0.012098673890828145 -0.040291285299910953 0.010930100720689957 -0.015464210155487216 -0.021849112684487491 0.00051410095021128658 0.0014284029550088401 -0.010710382180148236 -0.0097832675419340376
leaf_count=120864 42834 3381 1431 12357 6120 2723 11290 3662 1225 3989 1092 121 1285 817 253 5494 2448 360 65 1262 1714 79 26 83 194 67 75 88 93 160
internal_value=0 0.00563944 0.0123534 0.0201935 0.0113103 0.0023678 0.0135334 0.0198532 0.00625601 -0.0262415 -0.00537504 -0.0171485 -0.0592698 -0.0724169 -0.11823 -0.00465087 0.00605984 -0.0696353 -0.182337 -0.0120113 0.0267497 -0.19651 -0.0672828 -0.251508 -0.167933 -0.0460564 -0.200751 -0.185308 -0.343469 0.000725127
internal_count=225652 104788 61954 42957 30600 24480 17608 16177 12515 6872 18997 13902 3181 3060 1775 10721 9204 1517 425 6756 5095 958 286 672 419 225 142 207 119 4149
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=0
split_feature=16 64 11 120 99 38 99 73 6 63 99 11 85 70 29 16 47 85 35 38 85 103 4 2 87 92 90 5 16 56
split_gain=6.07426 7.01996 6.82977 6.79986 12.84 12.5638 10.5344 10.0788 9.56021 9.47713 9.15182 8.49233 9.80816 8.3684 10.0965 8.02387 9.60212 8.20455 7.96839 7.3719 6.76594 6.57159 6.69364 6.54605 6.4234 8.36886 7.43395 7.0142 6.24762 6.06004
threshold=0.26848500000000003 405.9500000000001 -0.60026999999999997 1.0000000180025095e-35 -1.6701999999999997 0.065361000000000016 2.1214500000000007 -6.9316499999999994 1.2518500000000004 3.3847500000000004 -1.5848999999999998 1.4039500000000003 9.5967500000000019 0.46567500000000006 -0.25147999999999993 -3.3378999999999999 78.014000000000024 12.080000000000002 -1.5202999999999998 2.1079500000000002 -1.83205 0.044458000000000004 0.69632000000000016 -2.4252499999999997 -1.5247499999999998 -1.1313499999999996 -0.84645499999999985 -3.5241499999999992 -2.2505999999999995 -1.5409499999999998
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 10 11 6 9 13 19 24 -1 15 -13 -7 -15 16 18 -17 23 -9 -8 -14 -23 -5 25 -6 -26 -27 -29 -28
right_child=-2 2 -4 4 5 7 20 8 -10 -11 -12 12 21 14 -16 17 -18 -19 -20 -21 -22 22 -24 -25 26 27 29 28 -30 -31
leaf_value=-0.00033365985526334738 0.00028698138992557903 0.0081622201350925513 0.00045102715321005885 -0.0042357626000779627 0.00033966701760589692 0.0045862895345842002 0.0097879615702238104 -0.0036210870873088804 -0.0010527484118851194 -0.0039620034027737982 0.0013274425366775863 -0.00056423525431104082 -0.0017307253417721581 -0.019165622445871125 0.01781058240061005 -5.9305615287664801e-05 -0.027900708302855494 0.0025868835633270186 0.0073200422877753944 -0.008148568398583347 0.00091573949634590518 -0.0047751269121870917 -0.014677365717943758 0.0029384623702807242 0.0012177706506230367 0.003925727168288937 -0.0035446510193826355 -0.010439837879479625 -0.0038162075704871049 -0.00048637335439907374
leaf_count=21029 101471 484 706 398 1651 687 224 4297 3002 2667 13690 11724 882 80 24 31648 25 3228 835 1137 5280 516 255 1581 5268 244 2025 430 2069 8095
internal_value=0 -0.00468997 0.0717469 -0.00542954 -0.0100928 -0.0242309 -0.0136695 -0.0562265 -0.0663468 -0.0232819 0.00642654 0.000195671 -0.0214522 0.0517063 -0.212653 0.00787387 0.0589968 0.00371233 0.0644784 -0.0913682 0.0255364 -0.0935656 -0.161004 0.0299128 -0.0157376 -0.0494592 -0.00610852 -0.0833174 -0.0991186 -0.0219666
internal_count=225652 124181 1190 122991 88272 37180 27953 9227 8436 22449 34719 51092 13377 791 104 37715 2839 34876 2814 5434 5504 1653 771 1979 19782 4394 15388 2743 2499 10120
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=0
split_feature=16 14 13 99 16 2 99 119 73 10 73 4 71 11 2 55 76 16 47 102 16 66 125 68 40 38 73 3 62 68
split_gain=5.92824 6.68056 12.3181 11.5268 10.9733 7.00305 7.68974 7.68979 8.81048 10.0272 6.78415 7.07761 6.95374 6.51103 6.19031 6.18536 7.7481 6.02659 6.43311 5.83464 5.82826 5.67333 5.65924 5.64435 6.23479 12.5691 6.97218 6.10504 5.8034 6.61567
threshold=-2.1857499999999992 1.5449500000000003 0.021209500000000003 -1.8596999999999999 -2.2113999999999994 1.1796500000000003 0.31358000000000003 1.0000000180025095e-35 -5.6359499999999985 -2.3171499999999994 -0.94905499999999987 1.7417500000000004 -1.4419999999999997 2.4183500000000007 1.8403500000000002 1.7617500000000004 -1.1852499999999997 -3.0918999999999994 78.014000000000024 -0.95841499999999991 -2.9639499999999996 37.69700000000001 1.7500000000000002 -1.8163499999999997 -1.9697499999999997 3.1129500000000001 -11.504999999999997 3.7853500000000007 -1.3467499999999999 1.1311000000000002
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 21 17 4 10 6 7 8 13 20 12 22 14 -5 -4 16 -13 18 -3 -17 -10 -1 -12 -2 -25 -26 -27 -28 29 -29
right_child=23 2 3 5 -6 -7 -8 -9 9 -11 11 15 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-7.6955767815955318e-05 0.0011819718805414828 0.001826144480276927 -0.01390048350551692 -0.008368766554583287 -0.015395401009269297 -0.00064738445670552895 -0.0024556653850387584 -0.0020073663812883672 -0.025919811200912829 -0.0098987306601253881 -0.0040104228165054852 0.0043206236490439028 0.00285997297770824 0.014305928811193148 0.012315513423111824 -0.017611893281961482 -0.015189073706688492 -0.0013037215091554518 -0.023634318470954898 0.0015181457868559246 -0.0072400311939418323 0.012300458025457638 0.00032609732763345321 0.00047488906148739014 -7.8118378313856831e-05 0.010409583998585327 -0.0024539349540027046 -0.0044308725895825778 -0.010363993215892535 0.020611307129729542
leaf_count=20508 11532 3266 115 97 141 462 490 235 212 437 1249 62 1276 47 28 48 284 3725 25 235 52 93 1892 56579 119463 90 2292 150 535 32
internal_value=0 -0.011967 -0.0285093 -0.0570832 -0.0326515 -0.121168 -0.153014 -0.200155 -0.244654 -0.290934 -0.025172 -0.0473553 0.0337647 -0.01936 -0.175346 -0.144179 -0.233862 0.00147368 0.0326547 -0.0345305 -0.444809 -0.000421597 -0.0279659 0.00219534 0.000814903 -0.00319342 -0.0660688 -0.074272 -0.154806 -0.00055704
internal_count=225652 34979 14378 7362 5330 2032 1570 1080 845 701 5189 3770 1419 144 143 629 346 7016 3291 283 264 20601 3141 190673 179141 122562 3099 3009 717 182
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=115 86 49 36 3 111 10 3 78 103 86 57 63 0 49 124 119 52 36 1 24 67 127 45 106 24 73 71 28 55
split_gain=5.81286 6.50482 10.9829 9.423 7.37229 6.53212 6.81801 6.21807 6.66549 6.08905 6.0229 5.69155 6.05921 5.67663 5.68091 5.58926 6.30792 8.11719 8.76508 8.0756 9.04366 8.82473 7.67366 7.63191 8.60958 6.65294 6.52924 6.47231 8.94643 6.16796
threshold=1.0000000180025095e-35 0.15039000000000005 1.2235000000000003 4.2616500000000004 2.5085500000000005 -1.3338499999999998 -3.7140999999999997 5.6503000000000005 1.5118500000000001 -1.8670499999999997 -3.1771499999999997 -3.8282499999999993 51.868000000000009 -2.6751499999999995 -0.9072349999999999 7.5000000000000009 1.0000000180025095e-35 8.0904000000000007 8.4422000000000015 -1.7617499999999999 44.141500000000008 -1.34215 0.52500000000000013 -0.62294499999999997 0.3515350000000001 -0.080020499999999981 20.966000000000005 -0.019773499999999996 -0.99440499999999987 1.4884500000000001
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 9 -5 -1 7 -7 -9 10 -4 12 -8 14 -13 16 17 19 -19 20 -3 22 26 24 -20 27 29 28 -23 -21
right_child=-2 15 3 4 -6 6 11 8 -10 -11 -12 13 -14 -15 -16 -17 -18 18 23 21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012127413180019352 0.00037305980891280861 -0.0011128780921747701 -0.010048926428879425 -0.0025771330045494586 -0.0087256932042366047 -0.0013157059763224915 0.0015587767721659406 -0.013081703968874391 0.0012151714467402218 -0.00069849733967816989 -0.0025085563418760807 -0.0056243792010386784 -0.010254786221141166 5.3765468983061327e-05 0.0062644640304918954 -0.00078117723526426779 -0.00036881205390185107 0.00027282365649335002 -0.014991631660985844 0.0013199610011689416 0.019457714621589899 0.0016389103154273621 0.002423915929822839 -0.0028148666747962875 0.016889996081590652 0.0025376904620600846 0.0096566796795714924 0.00026254472638160349 -0.010923838480783449 -0.0006919727614920078
leaf_count=12653 71385 5068 303 1400 748 3669 8184 238 124 11816 2102 751 110 41876 116 12384 18604 1705 267 12005 54 197 11932 699 23 495 205 454 505 5580
internal_value=0 -0.00345257 -0.00938464 -0.03263 -0.094365 -0.00376594 0.000941805 -0.0386509 -0.163689 -0.0233053 -0.069171 0.00406891 0.028042 -0.000582902 -0.0806743 0.00365557 0.00778673 0.014985 -0.0379861 0.0188952 -0.0179201 0.0249057 0.0288586 -0.112879 -0.249262 -0.0462546 0.0156993 -0.0877937 -0.147968 0.0136308
internal_count=225652 154267 84090 16369 2148 67721 55068 4031 362 14221 2405 51037 8294 42743 867 70177 57793 39189 2694 36495 5122 31373 29722 989 290 1651 17790 1156 702 17585
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=0
split_feature=77 10 112 44 4 8 10 119 55 87 69 83 3 126 4 77 109 59 59 4 87 68 27 11 8 110 23 22 58 28
split_gain=5.57922 7.01758 10.9694 9.99154 11.4288 9.75736 9.55054 12.6978 9.4845 9.23287 8.7571 7.993 7.90998 7.46305 6.92571 6.70451 6.64776 6.67956 6.75709 6.50079 6.55319 6.29973 6.20811 12.2762 7.12093 6.63522 7.46327 6.48626 7.23172 6.14832
threshold=21.151500000000002 -2.0797999999999992 -0.36381999999999998 0.38939000000000007 0.92316500000000012 8.6909500000000026 0.68222500000000019 1.0000000180025095e-35 -1.1195499999999996 -1.8875499999999998 37.673000000000009 -1.5974499999999996 6.3878500000000011 1.1000000000000003 -0.37996499999999994 -10.033499999999998 1.1935500000000003 1.2661500000000003 0.38613500000000006 -2.5471499999999998 -1.2586499999999996 0.09693350000000002 0.62478500000000003 3.6667000000000001 -2.7496499999999995 -5.4173499999999999 -5.4259499999999994 -2.4638999999999993 0.25783500000000009 1.7033500000000001
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 -1 21 13 7 8 11 -10 -7 -3 19 -6 29 -15 17 18 -8 -13 -21 -5 23 24 -4 -24 -27 28 -25 -2
right_child=14 2 22 4 5 10 16 -9 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 -22 -23 25 27 -26 26 -28 -29 -30 -31
leaf_value=-5.4694222818330791e-05 0.0023886566547370678 -0.00239980829801195 0.0016033012697327935 0.0008888353639708471 -0.0032876254321847357 0.0050293809951897379 0.0013120654348642603 0.00066705186380026297 0.0017695819342034653 -0.0016506119473050523 -0.028065423082028119 -0.023056162499329624 -0.01806273369477655 0.0029601723341078595 0.0058160883588818605 -0.009863544902458065 -0.00050175960502005408 0.0012454087866993274 -0.00070297828662560773 -0.010769985596169577 -0.0024331064891126575 -0.0016707121696788415 0.0071648575915310327 0.0050331367854058104 0.0002269093402630472 -0.013584217358770412 0.00117426900736877 -0.0022511272073462516 -0.010290074694817991 -0.0070547746365889914
leaf_count=29942 555 3677 11839 3866 3283 415 5907 7660 2369 11811 21 51 142 116 914 840 28973 16808 14070 330 825 6357 463 571 45559 86 21762 6101 89 250
internal_value=0 -0.000435658 0.00236544 -0.0116234 -0.0327855 -0.0737431 -0.00519635 -0.0210831 -0.0348133 -0.0215843 0.0687073 -0.0721444 -0.138015 -0.0883948 0.0567529 -0.166151 0.00129408 0.0102174 -0.002143 -0.111729 -0.0963014 -0.0140555 0.0104653 0.00546867 0.0102161 0.024834 0.0223235 -0.0348352 0.0593365 -0.0108817
internal_count=225652 223933 179093 44840 14898 4675 92623 26865 19205 14180 436 5025 1348 4239 1719 956 65758 36785 19977 1206 1155 10223 86470 64159 57398 22311 21848 6761 660 805
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=0
split_feature=64 4 15 0 126 119 75 43 110 70 86 2 89 20 6 59 112 89 50 59 20 121 122 62 62 46 60 66 124 21
split_gain=5.52703 7.02371 6.9642 10.0509 5.76007 9.16638 6.49126 5.56013 5.44781 5.60719 5.3553 5.28122 5.23553 5.57731 5.12212 11.7322 7.0759 4.86781 4.78632 4.75432 4.70274 4.69748 6.7616 7.59913 6.32446 5.38544 5.0688 5.25826 4.87723 7.00365
threshold=405.9500000000001 -0.91781499999999994 13.092500000000001 5.0911500000000007 1.7000000000000004 1.0000000180025095e-35 0.7639450000000001 -8.6401499999999984 0.22766500000000003 -3.1642999999999994 -0.43803999999999993 -2.2641499999999994 -8.6549999999999994 -0.61742999999999981 -3.9622999999999995 4.3962000000000012 -2.5972499999999994 1.2157500000000001 -0.23987999999999998 -3.1136999999999992 4.7052500000000004 1.0000000180025095e-35 1.0000000180025095e-35 -1.7835499999999997 -2.3594499999999994 -0.32041499999999995 -1.3035499999999998 -0.41220499999999999 7.5000000000000009 3.1273500000000003
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=2 12 4 8 21 6 17 -3 9 11 -8 -4 -2 -14 15 16 -10 -6 -9 -19 -20 22 -1 24 26 28 -24 -28 -26 -30
right_child=1 7 3 -5 5 -7 10 18 14 -11 -12 -13 13 -15 -16 -17 -18 19 20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00046585098710632443 -0.024777274921536446 0.0086515543490584528 0.014873817421141126 -0.0053047044749554989 -0.0011659344416117205 0.0019304160470388601 -0.0065076924943983849 0.0049010096946709124 -0.028675814302161685 0.00059846459547146667 -0.0020293156025011365 -0.011909168572930756 -0.0072834326863603152 0.0025147209321103548 -0.0013110554462481758 0.026455483717533451 -0.0070016048393725565 0.022631346502978551 -0.0018123484026691906 0.0030790651807008716 0.012161641601458982 -0.00025900019928799936 -0.00036538617672692887 -0.00077237696189067331 0.0031864999503522801 0.0085920131493775129 0.010901677752490683 -0.009100449602119625 -0.00062428070382782724 -0.022143626830629298
leaf_count=104273 25 442 21 1278 4659 1927 1132 843 43 6473 1627 149 243 361 6871 24 303 38 686 171 66 60974 4790 25351 1867 370 184 40 379 42
internal_value=0 0.0452621 -0.00054115 -0.0212314 0.000968329 -0.0230146 -0.0385839 0.0737843 -0.01342 0.00726101 -0.0773353 -0.172014 -0.0471063 -0.028545 -0.032393 -0.147006 -0.193904 -0.0166211 0.0462815 0.132681 -0.0117182 0.00212399 0.00536774 -0.00710246 0.0204726 0.0599067 -0.000432027 0.146597 0.0418056 -0.0554221
internal_count=225652 2666 222986 15162 207824 9554 7627 2037 13884 6643 2759 170 629 604 7241 370 346 4868 1595 209 752 198270 137296 33023 7672 2658 5014 224 2288 421
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=127 113 24 102 34 110 15 3 51 9 84 120 43 56 12 59 29 23 21 38 10 40 41 0 63 34 56 101 52 63
split_gain=5.27006 5.66283 6.58467 5.7767 5.5811 5.45533 7.55886 7.10755 6.58363 6.76397 5.38355 7.06424 6.25224 5.51307 5.472 6.35496 5.2701 5.40607 5.14853 6.6464 5.79705 5.77881 5.46783 5.524 6.76591 5.22177 6.58311 6.42178 5.51216 7.27066
threshold=0.37500000000000006 1.0000000180025095e-35 16.522000000000002 2.4852500000000002 1.2723500000000001 0.20676500000000003 3.8212500000000005 7.7515000000000009 1.8308000000000002 1.5641500000000004 -0.68214499999999989 1.0000000180025095e-35 1.8450500000000003 29.543500000000005 0.41912000000000005 1.9882500000000001 1.3132500000000003 -1.2485499999999996 -0.93739499999999987 3.3938500000000005 0.71609500000000015 38.981500000000004 1.24055 -0.95244999999999991 -1.6141499999999998 -1.3766499999999999 1.0000000180025095e-35 -0.70889499999999994 3.9780500000000005 -10.889499999999998
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=4 2 5 -4 -1 10 -7 8 -8 -10 12 13 -2 -12 15 -13 -9 -18 19 -16 21 22 23 -20 -25 26 28 -28 29 -24
right_child=1 -3 3 -5 -6 6 7 16 9 -11 11 14 -14 -15 18 -17 17 -19 20 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-5.6570728041975782e-05 -0.00013810340730788486 -0.00030163879074278794 0.0039679179797737791 -0.0042872035091592918 -0.00091042880386409868 0.0003178290472263816 -0.0018026173999305993 -0.012324399264042864 0.0048625808603740359 -0.013268038163784827 -0.00021021422672568447 0.0024802013819107314 0.0041119343097525103 -0.011033485657804884 -0.0018327574634442582 0.026335096745086568 -0.018114831987768414 0.013023044218552177 -0.0072106866275758619 0.0066585011378058473 0.0027545486708354457 0.018484879331663252 -0.026351551860570911 -0.018564082905650141 0.00022093804975783913 0.008512419593443725 -0.035407952212897893 -0.0049050365234143099 0.013850552435889413 0.0021034564380037909
leaf_count=97024 15087 31461 2077 236 23840 25427 5473 246 632 56 4258 9634 918 121 2394 28 20 46 420 255 4048 40 25 50 1160 267 22 80 87 220
internal_value=0 0.00519016 0.0100054 0.0625126 -0.00449982 0.00829516 -0.00141015 -0.0319191 -0.0244622 0.0677367 0.0162105 0.025974 0.00211333 -0.0101856 0.0344279 0.0509866 -0.179169 0.0717465 0.0167845 -0.0203073 0.0320916 -0.00717504 -0.0136422 -0.0454037 -0.011106 0.0602114 -0.00748425 -0.229682 0.0607813 -0.0160023
internal_count=225652 104788 73327 2313 120864 71014 31900 6473 6161 688 39114 23109 16005 4379 18730 9662 312 66 9068 2649 6419 2371 2331 1630 1210 701 434 102 332 245
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=0
split_feature=125 120 127 76 55 104 73 52 75 120 10 73 105 10 75 107 111 11 54 11 63 15 59 70 127 87 63 71 52 38
split_gain=5.31978 16.2965 9.10146 6.22891 6.80689 5.84039 5.83618 6.76744 6.1745 5.44812 9.55768 16.4579 11.4507 6.11984 8.83503 7.93074 8.66883 7.11513 6.41957 6.37076 6.31514 5.95182 6.22828 5.82161 6.10353 5.51073 5.53026 5.3215 5.32097 5.30353
threshold=2.7500000000000004 1.0000000180025095e-35 0.67500000000000016 -1.5129499999999998 -1.2624499999999996 12.454500000000001 0.22165500000000002 -2.1918499999999996 -0.22830499999999998 1.0000000180025095e-35 0.042242000000000009 -14.279499999999997 0.41107500000000002 -2.0797999999999992 11.362000000000002 -5.3309999999999986 8.1441500000000016 -1.9808499999999998 0.99270000000000014 6.5470000000000015 3.6436500000000005 -2.1298499999999998 1.2516500000000004 0.94993000000000005 0.67500000000000016 -3.5985999999999998 -1.4398499999999996 -4.9212999999999996 -2.2614499999999995 5.5100000000000007
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=3 -2 -3 6 9 27 28 -8 -9 -5 11 -11 21 14 17 16 -15 -13 -19 25 -17 -12 -23 24 -14 26 -20 -4 -1 -27
right_child=1 2 5 4 -6 -7 7 8 -10 10 12 13 23 15 -16 20 -18 18 19 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0062678558236273774 -0.0010749031014308992 0.00072960075857408729 -0.0059091217961230735 0.00019440542737131131 -6.2633599064014942e-05 0.0099855051446731159 0.0045468646386581492 -0.0017497162756063885 0.00026280192421448024 0.0026473897099966105 0.0079709046286274201 0.0043254338367472566 -0.0018211464162966207 0.016200642730491082 0.002725706431706824 -0.0029007375485240339 -0.0046713746302495043 -0.0027440054454385353 0.014868231126572937 0.00540807084570466 0.0017842148040727865 -7.8649850276733298e-05 0.0033627357751121532 0.00061166903815918796 -0.0062493616323677252 -0.0075751949993724185 -0.0047197309875853591 0.0029046196944536654 0.0015878178617134142 -0.016111370666758783
leaf_count=220 10940 20517 177 9393 110509 283 824 4507 24687 1508 294 189 4819 122 394 5436 84 1267 50 97 829 5688 1710 1973 928 1921 129 5280 10676 201
internal_value=0 0.0109289 0.0244396 -0.00215714 -0.00518462 0.0596389 0.00876035 0.00156469 -0.000957854 -0.0169181 -0.0239891 -0.0448669 -0.00742581 -0.0586279 -0.0881187 -0.0392682 0.153794 -0.1027 -0.112458 -0.142879 -0.0456163 0.0198813 0.0143361 -0.0346339 -0.0507239 -0.153462 0.0150353 0.0523748 0.0285841 -0.167675
internal_count=225652 37197 26257 188455 147541 5740 40914 30018 29194 37032 27639 12227 15412 10719 4248 6471 206 3854 3665 2398 6265 7692 7398 7720 5747 2301 179 5457 10896 2122
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=0
split_feature=16 6 119 22 126 8 10 107 7 10 106 15 15 19 6 28 5 108 68 40 38 40 3 93 28 78 13 95 73 13
split_gain=5.06602 5.98058 5.00209 6.17236 5.48856 5.34608 5.12231 7.78349 5.59263 5.34716 6.13911 6.46639 5.92022 5.22952 5.16816 5.06031 5.18386 4.94219 4.89928 5.28475 10.3875 6.93661 6.16112 5.27619 4.81248 4.68739 5.70142 4.85403 4.62176 4.59001
threshold=-2.1857499999999992 -1.9899499999999997 1.0000000180025095e-35 -4.2056499999999994 1.5000000000000002 2.2086500000000004 -4.325499999999999 2.5123500000000005 -4.2193499999999995 0.52209500000000009 -0.33753499999999997 -0.73955499999999985 -0.5956349999999998 -0.14715499999999995 -2.6392499999999997 1.9367500000000002 -3.6197499999999994 -2.4496499999999997 -1.8163499999999997 -1.9697499999999997 2.5161500000000001 95.556500000000014 4.6102000000000007 -8.4567499999999978 -1.4152499999999997 2.9271500000000006 -1.1234499999999998 6.3667500000000006 0.13321500000000003 1.3961500000000002
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 4 5 -1 -5 9 -9 12 -11 13 17 24 -10 16 -13 -8 25 -20 21 -21 23 -22 -12 -2 27 -27 -17 -3
right_child=18 29 -4 6 -6 -7 7 8 14 10 11 15 -14 -15 -16 28 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0043830143351567116 0.00080853088924639572 7.9331849055874521e-05 0.00028725445938380343 0.0020389166121735939 -0.013980368452353609 0.028363725234969307 -0.01543507280739698 0.0045428020474703413 -0.018221227120920062 0.012168922591754186 -0.026455702316015961 -0.008594527743900052 -0.0058804395245818384 -0.016765233533134541 -0.0018281485116671003 -0.025774575164541604 0.0086353867920800388 0.0015293830747513341 0.00043686681448419445 -7.6076415768857163e-05 0.0083939508809565879 0.0051804935887844114 -0.0058717722790883539 -0.0017897132675735888 -0.00094752943523380225 0.0024812531469227826 0.0082273222688916368 -0.012927364911884072 -0.0012431339302565903 -0.0014342870389616
leaf_count=219 10640 22572 1713 388 36 26 47 46 203 93 20 52 1840 91 63 24 272 496 56579 116449 131 631 978 4373 245 345 487 60 96 6437
internal_value=0 -0.0110625 -0.0398861 -0.0582479 0.0849853 0.138558 -0.0683707 -0.0801739 -0.231097 -0.0658003 0.000196952 -0.0280729 -0.090532 -0.128477 -0.286773 0.0524315 0.117402 0.0012201 0.00202942 0.00074332 -0.002947 -0.000954925 -0.0454922 -0.0298704 -0.0574535 0.0220081 0.0916389 0.0039699 -0.122988 -0.0051307
internal_count=225652 34979 5970 4257 281 245 3976 3588 312 3276 893 800 2383 356 266 444 324 543 190673 179141 122562 117080 5482 4504 265 11532 892 405 120 29009
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=64 4 14 3 52 103 80 6 10 10 16 90 14 16 59 4 41 42 95 108 41 48 80 84 4 82 43 108 65 125
split_gain=5.03567 6.36561 5.89777 10.3364 7.35066 6.41077 7.2139 6.04854 9.86903 7.54123 9.77165 8.00503 6.19205 6.15865 12.3284 8.17253 6.73603 5.94418 7.59554 7.27528 7.7571 5.70197 5.5677 5.53854 5.43449 5.3876 5.05384 5.04639 5.245 5.65612
threshold=405.9500000000001 -0.91781499999999994 3.4435500000000006 2.2808500000000005 5.3343000000000016 -2.2654499999999995 11.080500000000002 -3.9622999999999995 -0.25613499999999995 -2.1272999999999995 -3.3591999999999995 -0.26577999999999996 32.583500000000008 -3.2790499999999994 -5.2635999999999994 0.041832500000000009 -5.1021499999999991 1.1159500000000002 -1.3872499999999997 -1.1940499999999996 1.7888500000000003 1.2282000000000002 76.335000000000022 11.066500000000003 -2.1897499999999996 0.86947500000000011 -8.6401499999999984 13.782000000000002 -1.8044499999999999 2.2500000000000004
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=2 -2 5 7 23 22 17 8 -4 10 12 -11 -9 14 -12 -16 -17 -7 -19 20 -20 -6 27 -5 -14 -22 -3 28 -1 -30
right_child=1 26 3 4 21 6 -8 9 -10 11 13 -13 24 -15 15 16 -18 18 19 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00047085994622950627 -0.0022365642778519159 0.008248843477956732 -0.0016103338952282412 -0.0016662091124922359 -0.00062311520166021873 -4.0513076035183063e-05 0.0027125709648397715 0.0042174514026572857 -0.014632491510775354 0.0024306510277893028 0.0093407590231278995 -0.00014790672422193541 0.0040782718760211294 -0.0009472712890135547 -0.0051989433374507611 -0.00057843344715925369 -0.029507820768637606 -2.1704578834620545e-05 -0.0010781418170872944 0.0018545939055432386 0.0029738121736249245 -0.0076517651305686484 -0.015351226653729101 0.010015106305606591 -0.02059237319900065 -0.002749686186099025 0.0022067842867406419 0.0052127977778405159 -0.0017345717586035444 6.0169625742720063e-05
leaf_count=7331 629 442 759 6846 415 106987 2834 1272 180 5059 81 7431 41 14675 148 26 89 23202 5459 16325 2583 947 64 103 49 489 1595 370 12436 6785
internal_value=0 0.0432034 -0.000516536 -0.0118418 -0.0430276 0.00181886 0.0042535 -0.00314728 -0.0821319 -0.000578389 -0.0146908 0.0179305 0.0664138 -0.0220458 -0.154307 -0.259367 -0.459345 0.00333961 0.0125781 0.0247244 0.00105775 -0.110203 -0.0124248 -0.0298613 -0.18707 0.0412549 0.0703565 -0.0117244 -0.0133406 -0.0220206
internal_count=225652 2666 222986 38121 8311 184865 157879 29810 939 28871 16381 12490 1362 15019 344 263 115 155045 48058 24856 8531 1362 26986 6949 90 3072 2037 26922 26552 19221
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=0
split_feature=99 54 34 36 1 54 48 70 110 119 43 54 58 4 0 87 49 32 31 84 125 119 77 10 71 9 0 56 20 101
split_gain=4.91028 6.82589 5.74948 9.4697 5.96249 5.96053 5.38981 5.3772 5.22177 8.5623 6.96769 6.72899 9.35404 6.78735 6.3797 5.18259 5.52011 5.4293 5.06403 5.03142 5.57318 14.2609 8.72913 11.754 9.09966 8.64088 7.96397 8.14141 10.3158 7.16662
threshold=1.5549500000000001 0.47003000000000006 -1.96105 3.4438000000000009 -2.7808999999999995 6.0448500000000012 -3.7951999999999995 1.4203500000000002 -0.33357499999999995 1.0000000180025095e-35 0.89632000000000012 0.70357500000000017 -0.29634499999999991 -2.6974499999999995 -0.63120999999999994 -0.46044999999999997 1.5569500000000003 -0.16715999999999998 6.4810000000000008 4.7760500000000006 1.2500000000000002 1.0000000180025095e-35 -11.844499999999998 0.30093500000000006 5.9264500000000009 0.54939500000000008 -1.1447499999999999 -0.87414499999999984 -1.9555499999999999 0.88044500000000014
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=2 6 4 5 -1 19 -2 -3 9 11 -11 12 -6 -13 -14 17 18 -15 -17 20 21 22 -4 24 26 -25 27 28 -24 -28
right_child=1 7 3 -5 8 -7 -8 -9 -10 10 -12 13 14 15 -16 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0033655035958650606 0.0098323128495768127 -0.00017294832456263818 0.0020151859600952972 -0.0020003451991048387 0.0018060351155980644 -0.008328613078622607 0.0012417248255572558 -0.0055335879710912538 1.3842618194092404e-05 -0.0017522452303545127 0.0013559020267278413 0.016428286371862187 -0.004760898342913239 0.0018621208205700476 1.4401414640093341e-06 0.0027862263059709224 -0.00023143856014808193 0.0049169773116615025 0.014527360605279684 0.0012120034613113319 -4.8606225046261528e-05 0.0013712369357183494 0.0086734925479666422 0.0019944844103869557 0.0068825278274907923 -0.001494505636326355 -0.0055328182171847443 0.0013513066218264714 -0.0053479378314936774 -0.0016136054980665636
leaf_count=1089 185 6351 1608 7397 4642 223 13993 505 40744 4451 3031 85 1121 3324 1887 1125 3037 2586 100 6470 98233 5479 146 2426 222 6609 4186 1488 1292 1617
internal_value=0 0.0145494 -0.00149562 -0.00520338 0.00608271 -0.00322304 0.0270764 -0.0113561 0.00729125 0.0185479 -0.00986235 0.0304184 0.0079722 0.0471595 -0.0354671 0.044808 0.0182279 0.0639763 0.0748937 -0.00294235 -0.00436864 -0.0176758 -0.0302871 -0.0365981 -0.0622816 -0.0111534 -0.0673663 -0.0248289 -0.0784869 -0.0888147
internal_count=225652 21034 204618 137396 67222 129999 14178 6856 66133 25389 7482 17907 7650 10257 3008 10172 4262 5910 1225 129776 123306 25073 19594 17986 8951 9035 8729 2926 1438 5803
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=0
split_feature=77 51 0 16 120 30 125 94 16 69 114 67 5 14 75 83 17 15 41 14 16 70 75 0 36 44 61 36 39 37
split_gain=4.81297 6.33765 6.29505 4.97674 9.09117 7.1223 6.8582 6.9169 5.81639 9.78477 5.68522 7.91409 6.34859 9.03797 5.6797 5.59827 5.51419 5.41043 7.70987 6.15425 6.09903 7.80453 5.33736 6.11564 5.22049 5.17278 5.16302 6.7396 5.4456 5.1255
threshold=21.151500000000002 5.6944500000000007 -0.20170999999999997 1.9364500000000002 1.0000000180025095e-35 -1.7803499999999997 1.7500000000000002 -3.3257499999999998 1.8435000000000004 9.3045500000000025 1.0000000180025095e-35 -1.4135499999999996 3.5891000000000006 -1.6118499999999998 0.91196500000000003 -1.1860499999999996 -0.021254499999999999 1.3408500000000003 -5.745099999999999 2463.9000000000005 1.9987000000000001 3.0471500000000007 1.3197500000000002 -1.4211499999999997 8.0549500000000034 -1.0852499999999996 -2.9238499999999994 -0.32670499999999997 4.2964000000000011 0.66391500000000014
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=3 2 -2 8 14 6 7 -6 10 -10 -1 25 15 -14 -5 -13 -16 26 -19 20 -20 24 -8 -24 -22 -12 27 28 -7 -28
right_child=1 -3 -4 4 5 17 22 -9 9 -11 11 12 13 -15 16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=2.630208396767976e-05 -0.0011785659934007413 0.01436111285309178 0.005075601478295143 -0.0015331189472907747 -0.010082535287717517 0.0087351904934022343 0.0015200493877446074 -0.0016975542968572456 -0.0016836550858306842 -0.014575700331270362 0.00073105080804106116 -0.0059111704559331414 0.023256415704434569 -0.0095617253303968766 0.0029448080106544176 -0.0011926235328117564 -0.00095682886673880113 0.0054461982748379295 0.0065103295863720408 0.0063827533779499644 -0.00083768065048791032 -0.0099581864709201474 -0.016121164185189923 -0.0015263495097700766 -0.0099759645853759495 -0.00084493900441913797 0.0006973951243779673 0.0013085439168393082 -0.0065675775402240337 0.0023867245677485862
leaf_count=149106 831 108 780 7588 276 753 3213 2259 2603 156 7522 751 22 452 1703 3857 1934 532 228 269 3323 279 86 434 164 16915 10884 918 63 7643
internal_value=0 0.0527118 0.0369905 -0.000404637 0.00932885 0.0180791 -0.0120692 -0.0522095 -0.00268792 -0.048252 -0.00198414 -0.0146636 -0.0505687 -0.16077 -0.0150892 -0.0392328 0.0174017 0.025621 -0.00458524 -0.0187506 -0.0286112 -0.0382263 0.0151892 -0.0788021 -0.0253494 -0.00719661 0.0327696 0.0849491 0.151075 0.027886
internal_count=225652 1719 1611 223933 42549 31324 6268 2535 181384 2759 178625 29519 5082 474 11225 4608 3637 25056 4795 4263 3994 3766 3733 520 3487 24437 20261 1734 816 18527
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=0
split_feature=8 10 44 4 54 67 7 43 11 107 114 29 23 48 21 43 97 25 43 92 102 46 97 28 14 7 127 65 14 16
split_gain=4.6349 8.19334 7.75475 8.69383 6.91416 7.89219 7.08733 6.27734 8.1567 8.78293 6.39476 6.11145 7.08663 5.99468 5.95185 5.81572 5.81516 6.4053 5.69653 5.69324 5.69311 5.5151 6.49371 5.91713 5.52164 5.46845 6.36572 5.57479 6.1866 6.88692
threshold=0.64562500000000012 -2.0797999999999992 0.38939000000000007 1.0136500000000004 1.3966500000000004 -0.18026999999999996 0.40189000000000002 0.49378500000000008 3.6667000000000001 -3.1171999999999995 1.0000000180025095e-35 0.020973500000000003 -0.21969999999999998 1.3198500000000004 -1.8154499999999996 -4.5401499999999988 15.018000000000002 1.0143500000000001 -12.219499999999998 2.1067500000000003 5.322750000000001 -1.4506499999999998 11.5905 -1.3662499999999997 -30.654999999999998 1.1988500000000004 0.67500000000000016 2.2469500000000004 3.0506000000000006 0.90250000000000019
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 16 4 5 6 18 8 9 20 25 14 -13 -14 -12 -11 19 -18 -4 21 -3 22 -1 24 -23 -10 27 -27 29 -29
right_child=-2 7 3 -5 -6 -7 -8 -9 10 15 11 12 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00069642673988854343 -0.00028022694948919827 0.0018222538801317134 0.0067347001098755329 -0.0035846977441110033 -0.0025305841131439979 0.0074991163971841225 0.0035849688681103779 0.00098534975849145102 -0.0016434000506063519 0.0020328897086410998 0.0075612775027790726 -0.0074936260151381266 0.010796704952476803 -0.0086441336504112076 -0.0088806022362044688 -7.3930195049784137e-05 0.0020660613041344924 0.013220515267764583 -0.0017489719367464525 0.0014973157081057044 -0.010288448449300261 0.021178981903940439 -0.014089601988865372 -0.00083735726694291563 -0.005356010670111537 0.0013978137080975044 0.0064987983879709679 -0.016751037399629003 0.0044906230725567133 -0.0015458234437238916
leaf_count=7483 89217 9907 212 3600 2840 381 1032 32603 5390 3530 60 167 167 52 666 45448 987 148 2969 4330 98 20 75 10916 993 1481 463 146 119 152
internal_value=0 0.0036649 -0.00928224 -0.0313574 -0.0118239 0.0121546 -0.000309772 0.00830323 0.00282321 0.00707354 -0.0254626 -0.0963792 0.00529115 0.123612 -0.150435 0.0015583 0.000479582 0.0704113 -0.0236714 -0.00285301 0.0340726 -0.010141 0.010994 -0.0235318 -0.0966424 -0.0152885 0.0248443 -0.000801585 -0.102937 -0.179907
internal_count=225652 136435 35986 11034 7434 4594 4213 100449 67846 58983 8863 1112 386 219 726 48978 24952 1135 3181 23817 10005 19487 7558 11929 1013 7751 2361 1898 417 298
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=0
split_feature=115 116 127 102 50 92 68 14 8 53 14 95 0 15 12 87 63 44 50 104 108 13 61 16 71 65 20 8 81 31
split_gain=4.55486 5.22264 9.75708 6.219 7.63617 7.66208 5.68783 5.68773 5.59846 6.68673 5.75624 7.21788 5.62499 5.6991 5.39142 5.83906 5.36181 5.59252 5.33881 5.05462 4.86935 4.93453 7.55277 6.11651 5.71888 7.2448 5.55921 5.90178 5.15154 4.75321
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.52500000000000013 0.12801500000000002 26.855500000000003 0.54083000000000003 -1.9883499999999998 -1.7144999999999997 0.104925 -1.4112499999999997 1.3084500000000003 -0.098089999999999997 -0.043087999999999994 3.3716500000000003 -0.4141749999999999 2.9102500000000004 -0.49102999999999991 15.662500000000001 63.864000000000004 2.6455500000000005 4.981650000000001 0.60465500000000005 -0.24443499999999999 1.4474000000000002 3.5583500000000003 -1.7039499999999996 -1.6440499999999998 1.3052500000000002 -1.0650499999999996 -17.368499999999994
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 16 4 6 -6 7 -4 9 -8 19 -12 13 -13 15 -9 17 -3 -7 -11 21 -10 23 -23 25 -24 -27 -28 -29 -5
right_child=-2 2 3 29 5 18 8 14 20 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0003464214847395409 0.00033023351671076259 -0.0009260754700958307 -0.0061783022945746781 -0.0096238756462572583 -0.021384186029899867 -0.012662257403135299 -0.0021918087679975713 0.007978709294384689 -0.0034010328739373635 0.0033661993634371231 -0.018780849715146951 -0.00012153477766699169 -0.0028583545972134328 0.010888901599613365 0.015884203978136859 -0.013160512707794884 0.00033288994743720649 -0.01622568264603615 0.017167277460296948 0.0129678043562184 0.0056326454500958793 -0.0043870886349502728 -0.017435340128839016 -0.02731554100944384 0.019160727179690223 -0.0069992369302195314 0.0068999296190313895 -0.0090226379280674909 0.0026133075310477718 0.0024045881788559171
leaf_count=106915 71385 13236 76 83 80 30 977 147 1908 2029 51 283 577 201 154 42 17744 60 30 147 240 136 50 37 46 149 539 135 322 7843
internal_value=0 -0.00305622 0.00568674 0.0254882 0.00650562 -0.225083 0.0104375 0.12395 0.00436092 0.0288022 0.0503861 -0.00814423 0.0095194 0.0890196 0.178793 0.0656221 -0.00471925 -0.0199023 0.0450502 0.0802967 -0.0249041 -0.034842 0.00992803 -0.185817 0.0372157 0.0238969 0.0401678 0.0671183 -0.0164801 0.0455726
internal_count=225652 154267 47352 16312 8386 140 8246 419 7827 4265 3288 1112 1061 484 343 189 31040 13296 60 2176 3562 3322 1414 173 1241 1195 1145 996 457 7926
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=0
split_feature=23 65 74 42 42 79 4 64 52 16 13 39 56 47 85 79 97 62 38 26 119 39 93 106 88 86 16 119 127 79
split_gain=4.51236 6.35258 5.01092 5.48135 4.39573 8.62601 5.85912 5.45598 5.38525 7.12427 7.48778 7.25842 7.7701 7.03926 5.8616 6.30464 5.54639 5.35148 5.31739 5.13381 5.71151 5.347 5.17282 5.52553 5.37609 5.01779 5.44881 8.95072 5.86487 6.2401
threshold=6.1809500000000011 1.8521000000000003 -18.160499999999995 -12.334499999999998 1.1159500000000002 0.90502500000000008 8.1379000000000019 405.9500000000001 3.8628000000000005 -3.6162999999999994 0.51105500000000015 -0.42704499999999995 6.3255500000000007 3.5342000000000007 -0.84454499999999988 -0.36962999999999996 0.63373000000000013 0.46825500000000003 -1.7741499999999999 -2.5936499999999998 1.0000000180025095e-35 -4.0051999999999994 -12.816499999999998 2.4027000000000007 -0.70730499999999985 3.5308500000000005 2.0371000000000006 1.0000000180025095e-35 0.67500000000000016 -1.6585499999999997
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=4 2 -2 -4 7 6 -6 8 25 10 -10 12 19 14 -14 -16 -17 -7 -8 20 22 -21 24 -24 -11 26 -1 28 -28 -30
right_child=1 -3 3 -5 5 17 18 -9 9 11 -12 -13 13 -15 15 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00026110188563238971 0.019467319194227457 0.0076304330556145458 -0.026475352694791173 -0.0049945152531966804 0.00026939760149292615 0.0011652192633858759 0.0043111304000679716 0.0024715473981593624 0.0070636735714894421 0.0051438002278665447 -0.026598981454230425 0.00064163686161130542 -0.0085784493086000675 -0.010551541893243364 -0.0063172687834297421 0.0041957313381753994 -0.0029507213556124565 0.0048966576215871485 -0.0064366836385048908 -0.004484367847799489 0.0015538140269289488 -8.0879671422189449e-05 -0.0059326000972561334 0.01289175664074719 -0.012792662886318333 0.0012839325395694501 0.00068445340872047827 -0.0010960890234168674 -0.0043319898660924725 0.0035427804272793596
leaf_count=110015 20 110 31 707 58429 2507 144 1999 24 231 53 5675 373 360 490 527 560 1558 573 749 529 8660 1533 40 51 6736 13462 5885 272 3349
internal_value=0 -0.0719623 -0.104552 -0.117937 0.000277881 0.0073479 0.0042854 -0.00248807 -0.00313847 -0.0185489 -0.322135 -0.017367 -0.0295192 -0.0825544 -0.0588357 -0.0321714 0.0102805 0.0519075 -0.0855625 -0.0191308 -0.0605809 -0.00862835 -0.0867193 -0.109078 0.0379994 -0.00094854 -0.00229729 0.011712 0.0232987 0.059025
internal_count=225652 868 758 738 224784 63211 59146 161573 159574 19855 77 19778 14103 2310 1950 1577 1087 4065 717 11793 2384 9409 1855 1573 282 139719 132983 22968 17083 3621
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=0
split_feature=125 124 127 7 16 124 76 45 39 60 34 52 63 80 16 70 11 60 3 124 105 16 11 11 95 69 14 76 124 48
split_gain=4.49337 14.1985 8.00701 6.9387 5.36298 5.81431 5.995 5.32565 5.82723 7.30717 8.25202 7.13355 7.10968 5.58306 7.95874 8.32461 6.85397 6.90542 5.54407 6.0842 8.62114 9.7637 5.4368 5.41644 5.29596 5.22432 6.86129 5.45465 5.21083 5.1759
threshold=2.7500000000000004 -1.0000000180025095e-35 0.52500000000000013 -3.3967499999999995 -2.1857499999999992 7.5000000000000009 -3.0362999999999993 0.94555500000000003 -2.1183499999999995 0.51668500000000017 -1.5766499999999997 5.0260500000000006 -1.6242499999999997 -1.7751999999999997 -1.4643499999999998 -0.07463549999999998 -1.2582499999999996 -0.52854499999999993 5.2497000000000007 -1.0000000180025095e-35 52.712500000000006 2.6677500000000003 0.11613500000000002 -1.1568499999999997 3.5322500000000008 1.5056500000000004 -0.11274499999999998 5.4393500000000001 -1.0000000180025095e-35 -2.2766999999999995
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=4 -2 -3 -4 25 7 -7 8 9 11 -11 -6 -10 14 15 -9 17 -15 19 -16 -21 22 -22 -12 -14 -1 -27 -28 -19 -5
right_child=1 2 3 29 5 6 -8 13 12 10 23 -13 24 16 18 -17 -18 28 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0010571630656044956 -0.001011177402406247 0.00039946950800753221 -0.0082291353421721936 0.0091479289634978037 0.00058378444527567945 0.002163687654863473 -0.00082076214215557632 -0.00037205526644355677 0.0019689816445235576 -0.0001559418611283734 -0.01381053485289158 -0.0026015202145464661 -0.00023439741997480267 0.00040834308577241372 0.00056313713967341109 0.0066730855911221187 0.0014433214732528506 0.00064017068392811013 0.0037919958861960101 -0.0021085850512749054 0.0032428021832667992 -0.020192711490173161 0.019295036778563548 -0.0037344577824609268 0.0008474443725701782 0.0033120726581601086 -0.00091409257287666714 0.0068336770429248883 -0.0060890652413521807 0.0021487406668707007
leaf_count=23347 10940 15397 158 271 7497 1796 26668 867 4852 2178 140 2296 54803 4836 4457 812 21824 442 669 6956 106 28 105 2818 14255 1679 3959 241 824 10431
internal_value=0 0.0100442 0.0226553 0.0434482 -0.00198252 0.00030294 -0.012649 0.00312223 -0.00126186 -0.0192823 -0.0498318 -0.00326041 0.00237806 0.0124119 -0.00388611 0.0607025 0.0205825 -0.00904519 -0.0126877 -0.0177705 -0.0357554 0.150989 0.224618 -0.084227 -0.000221658 -0.0144341 0.0122095 -0.00939036 -0.0747936 0.0465195
internal_count=225652 37197 26257 10860 188455 159229 28464 130765 88839 14929 5136 9793 73910 41926 14000 1679 27926 6102 12321 11652 7195 239 211 2958 69058 29226 5879 4200 1266 10702
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=0
split_feature=112 10 57 64 3 11 10 10 120 47 3 47 60 71 108 106 7 11 3 94 73 23 63 7 4 4 27 106 8 31
split_gain=4.48141 7.54885 6.8717 6.85421 7.1046 9.05264 6.90663 6.32737 13.2566 9.48248 8.75247 9.45156 11.259 10.2268 8.29701 8.15234 6.44213 6.40894 10.342 7.63923 7.64328 5.87923 5.85978 5.87941 5.87561 5.70938 5.63106 5.56611 5.85114 5.75546
threshold=-0.38104999999999994 -2.0797999999999992 -5.5516999999999994 1187.2000000000003 5.0747500000000008 -1.8772499999999999 -4.0410499999999994 0.68222500000000019 1.0000000180025095e-35 -4.2640999999999991 8.2207000000000026 -0.91741999999999979 -1.0530499999999996 1.3303500000000004 11.164000000000001 2.4027000000000007 5.1466500000000011 0.69562000000000013 6.6941500000000014 2.5157500000000002 3.4290500000000006 2.2450500000000004 25.924000000000003 -1.5793499999999996 9.7662500000000012 1.5478500000000002 -7.7619499999999988 1.3721500000000002 -4.812949999999999 0.75261500000000014
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=7 2 -2 4 -4 -6 26 8 25 17 11 -11 16 21 22 -12 -13 19 -19 -10 -21 -14 24 -24 -15 -1 -7 28 -8 -30
right_child=1 -3 3 -5 5 6 27 -9 9 10 15 12 13 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013596676804147102 0.00044517553911114393 0.00045336932235907548 -0.00082638496067605433 0.004650811441375741 0.0039337110595683896 -0.00024101764948900083 0.0042488007307318705 5.7033705995716757e-05 0.0044737135809708077 -0.0029493004423746562 -0.0089794755083422925 0.0010725333100859206 -0.0012423935981027343 -0.0051219903146924959 0.012991934884006956 0.012031759798526765 0.008995528116748806 -0.0032502406110531002 0.023738058978641355 0.0070786656675286084 -0.0072569388023677088 0.0021149461803318891 0.022247099570738962 -0.0010748613710430536 0.017122584702447059 -0.0014485218938850206 -0.012374286378071064 0.022396493020157018 -0.01093186795861581 -0.0024825623126883732
leaf_count=8310 13872 87309 18373 525 308 121 196 65330 1618 7635 602 3190 8272 2832 70 50 279 874 37 133 309 1548 39 88 30 2314 456 21 301 610
internal_value=0 0.00410431 -0.00835353 -0.0198016 -0.0227069 -0.079106 -0.107608 -0.00483878 -0.0150569 -0.0266088 -0.0330451 -0.0299372 -0.0163706 -0.0299906 -0.0804793 -0.147364 0.0341951 0.0267596 -0.0430824 0.057646 -0.0588657 -0.014263 -0.0884493 0.12174 -0.0977764 0.0149604 -0.196597 -0.062088 -0.0717631 -0.105485
internal_count=225652 122092 34783 20911 20386 2013 1705 103560 38230 27606 24635 23983 16348 12879 3059 652 3469 2971 911 2060 442 9820 2989 127 2862 10624 577 1128 1107 911
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=0
split_feature=99 54 69 86 86 54 39 55 3 61 72 88 22 108 28 54 103 72 7 27 111 23 124 119 89 93 52 24 7 9
split_gain=4.43479 6.01194 5.73639 5.40199 6.78554 6.60976 8.5667 8.3061 7.73687 7.24818 6.00368 7.23945 6.41502 5.33117 5.27918 5.16008 7.4409 5.05335 5.02594 4.87473 4.86796 4.85939 4.7269 7.09335 8.01656 8.22504 7.31694 6.70498 6.63874 6.81782
threshold=1.5549500000000001 0.47003000000000006 2.3218000000000005 0.15039000000000005 0.27899000000000002 2.0432500000000005 -2.1183499999999995 0.50491500000000011 0.99245000000000017 -3.9384499999999996 3.5698000000000003 -1.4186499999999997 -0.43289999999999995 6.8011000000000008 1.9863500000000001 -0.74453499999999984 2.4975500000000004 2.1076500000000005 10.516000000000002 1.9103500000000004 -1.3338499999999998 2.2843500000000003 7.5000000000000009 1.0000000180025095e-35 0.93399500000000013 7.7682000000000011 6.088000000000001 93.695000000000007 0.26133000000000006 1.9228500000000002
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=3 -2 -3 5 17 10 8 19 -7 18 12 -12 20 -9 22 -13 21 -5 -10 -8 -1 -17 23 24 26 27 -6 28 -26 -30
right_child=1 2 -4 4 14 6 7 13 9 -11 11 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0014057598809500088 0.0012791700677748784 -0.00011467272241332517 -0.0056314026151028096 0.001388970538738371 0.0012194819363832304 -0.0010486438744368128 -0.00023969744952084639 -0.005439306827489233 -0.0010837629334403303 -0.0074471800066834909 -0.010140558609945475 0.00057637594196657447 0.00047600594111940489 0.0086152697615842853 0.0010168422446049489 -0.0038463194992680336 0.0030165041563346745 0.0061618005722237929 0.019103087494904931 0.0062803290464022825 -0.00018216072166890357 0.0010738867350432294 -0.00087772418612627474 -0.00060630363388322443 -0.0018305429966263135 0.0032580690567292521 -0.001222598340954349 0.017772156560871132 -0.00068495361283721508 0.0034624137499544468
leaf_count=9971 14178 6347 509 4198 27083 1418 6455 1073 185 1393 239 2406 33086 72 13457 3264 573 639 37 300 43988 593 14295 22226 8025 1324 3459 48 3415 1396
internal_value=0 0.013827 -0.0104849 -0.00142137 0.00385647 -0.00642349 -0.0296969 -0.0123525 -0.0748736 -0.122199 -0.00372005 -0.0317341 -0.00144307 -0.0911105 0.001991 -0.0257529 -0.0460005 0.0403899 0.0456142 0.00099734 -0.00816535 -0.0617971 -0.00104673 0.00247659 0.0097293 -0.00989435 0.0188581 -0.0176073 -0.0190023 0.0103696
internal_count=225652 21034 6856 204618 99565 105053 10933 7900 3033 1615 94120 7075 87045 1145 94728 6836 4430 4837 222 6755 53959 3857 81271 66976 44750 14208 30542 12884 12836 4811
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=80 23 81 125 119 84 127 108 29 11 101 55 33 127 7 119 86 52 14 16 103 84 55 14 50 71 9 8 59 86
split_gain=4.11379 4.85078 5.15401 4.91211 17.3063 7.64784 6.6913 9.30748 6.39446 7.10545 6.36224 7.54177 7.05515 6.24382 8.12466 10.7047 11.1327 9.42178 7.21779 7.11977 7.65531 7.43822 6.24168 6.21106 6.13802 6.12978 6.12826 7.2799 7.33255 6.77318
threshold=11.080500000000002 6.1809500000000011 0.12184000000000002 1.2500000000000002 1.0000000180025095e-35 1.3658500000000002 0.67500000000000016 2.0573500000000005 -3.6438499999999996 0.49963000000000007 0.36418500000000004 2.0329500000000005 3.9192500000000003 0.52500000000000013 -0.99900499999999981 1.0000000180025095e-35 -1.1718499999999998 2.6704500000000002 0.55410000000000015 0.22966000000000003 -1.80765 -2.0018499999999997 1.2094500000000001 -0.22044999999999998 4.5684500000000012 5.190900000000001 -0.9411449999999999 -2.6047499999999997 -0.17832999999999996 0.065231000000000011
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 6 -1 25 9 -9 11 12 -10 -5 18 16 17 19 -15 20 21 -16 -18 -19 -12 26 27 29 -29 -8
right_child=-2 2 -4 13 -6 -7 7 8 10 -11 24 -13 -14 14 15 -17 22 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011301092353975387 0.0011179714261859521 -0.0058795227430775724 0.0037533667290435089 -0.00011733101842846838 0.0013245427180579477 0.00018784812697541928 -0.0078131135648543959 -0.00062434250464687112 0.003231994492019258 -0.025811947628178379 0.012682330556090853 -0.015667429408976731 -0.021013681229669602 0.00036863688996745269 0.016994791082106532 -0.00087102483589486523 0.0013194930707762058 -0.00091576252076048582 -0.0017380423454050817 0.0022031925756859712 9.0083857959615161e-05 -0.0062442314670572482 0.0030713714448785874 -0.0085735584921610448 -0.0069530123426597952 0.0092080556115923598 -0.0034180270596490914 -0.016095460431255482 -0.00247189503301073 0.0044403770515706641
leaf_count=20367 7939 658 176 115979 10023 9195 366 77 481 44 212 71 32 11779 36 6846 16152 545 6209 3182 3688 791 7420 515 49 78 2076 368 135 163
internal_value=0 -0.000815346 -0.0769337 -0.000522636 -0.00999159 -0.0208376 -0.030061 -0.066649 0.0193358 -0.195669 0.0501236 -0.00788479 0.0343919 0.00186929 0.010423 0.0185016 0.0261084 -0.00433724 -0.0071707 0.0078353 -0.0176972 -0.104652 0.037419 -0.0927259 0.17992 -0.0927197 -0.0996685 -0.162648 -0.248781 -0.0807493
internal_count=225652 217713 834 216879 43737 33714 24519 4152 966 121 845 584 513 173142 57163 39175 32329 8757 17988 7697 4515 827 23572 1060 261 3186 3108 1032 503 529
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=0
split_feature=99 77 2 39 112 42 11 63 76 0 102 108 7 7 109 77 94 44 34 19 9 95 92 92 57 63 9 72 109 4
split_gain=4.05805 5.94788 4.58061 5.68602 4.53191 7.10947 5.77739 7.21586 7.92875 6.51577 5.2431 5.18946 5.14693 5.03462 4.98978 4.73185 4.70725 5.11565 5.26973 5.5237 4.58655 7.00924 6.98623 7.51197 6.45948 6.34949 5.74629 6.73826 5.58597 5.29316
threshold=1.5549500000000001 2.0298000000000003 -2.7261499999999996 0.27759500000000009 -0.38104999999999994 0.87626500000000007 1.6413500000000003 -1.6191499999999996 -1.0927499999999999 -1.6981499999999998 1.4008500000000004 13.782000000000002 11.950000000000001 -0.38059999999999994 0.40562500000000007 -0.49166499999999996 1.1295500000000003 8.7650000000000023 -1.0671499999999996 -0.50732499999999991 -2.0151499999999998 6.9689000000000005 2.1067500000000003 7.9004500000000011 -5.7741999999999996 628.95500000000004 -3.3840499999999998 3.8668000000000005 -2.1445499999999993 0.33407000000000003
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=2 -2 3 -1 11 6 -6 8 9 -8 13 -4 20 16 -15 -11 17 18 -10 -20 21 -9 26 28 -25 -22 29 -28 -24 -23
right_child=1 -3 4 -5 5 -7 7 12 10 15 -12 -13 -14 14 -16 -17 -18 -19 19 -21 25 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0041710069652181117 0.0004847060123787655 0.0046637568944999401 -0.0003389635066262883 -0.00032719424050929461 0.00020299963582092004 0.0010814126240082883 0.017006544679403306 -0.0039109994150797276 0.012537263766978869 0.006241659543505221 -0.0019363044301351218 0.0029561776732133331 0.0089105846481253356 0.0085757781260076965 0.025363690953920871 -0.015137159937827771 -0.011983642696092527 0.029292921479791401 0.0032935318618312784 -0.015912310590967534 -0.00072003726167843411 -0.00067965146979191964 0.011462775755477246 -0.008903662991523743 0.015398210782025544 0.010223360083399536 0.0070188983025881212 -0.019686961174011232 -0.015845572166144847 -0.00771551259381864
leaf_count=1500 20145 889 89602 2683 72756 18323 25 3003 100 33 222 1211 129 335 51 120 48 20 149 50 12236 696 294 125 35 134 258 26 20 434
internal_value=0 0.0132267 -0.00135965 -0.0341113 -0.00067614 0.00365178 4.40406e-05 -0.0157131 0.0608976 -0.133182 0.0963295 -0.00590045 -0.0207926 0.136147 0.215877 -0.210521 0.0522883 0.0962198 0.063468 -0.0306411 -0.0222798 -0.0482035 -0.000460074 0.104604 -0.0717526 -0.0120298 -0.0356797 0.0914799 0.194468 -0.0676384
internal_count=225652 21034 204618 4183 200435 109622 91299 18543 1153 178 975 90813 17390 753 386 153 367 319 299 199 17261 4891 1888 474 160 12370 1414 284 314 1130
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=0
split_feature=115 124 92 20 68 23 123 9 96 20 29 46 71 10 109 34 12 33 54 99 26 101 44 30 36 101 33 92 10 57
split_gain=4.13008 4.99791 6.23886 5.78135 6.20538 5.75004 5.42159 5.34775 6.63093 5.23779 4.83693 5.25707 5.00937 4.56613 6.67954 5.8466 6.903 6.70104 5.66002 5.2382 5.89884 5.63625 5.20786 5.16816 5.16488 5.16183 5.12791 5.30756 5.09915 7.76476
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.16624000000000003 3.3101000000000007 -1.8597499999999998 1.0028500000000002 1.0000000180025095e-35 0.86294500000000018 -0.29038499999999995 2.2674000000000007 1.64395 -2.0263499999999994 -2.5978499999999998 0.59419500000000014 1.5428500000000003 -1.7841999999999998 0.52321000000000006 8.6179500000000022 3.2063000000000001 1.2573500000000004 2.1827500000000004 7.3379000000000003 8.3019000000000016 -1.4518499999999996 -0.10685499999999999 -1.2850499999999998 -1.1232499999999999 2.2173500000000002 -1.6572499999999997 -8.8628499999999981
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 10 4 9 7 13 8 -6 -4 11 -1 -13 15 23 -3 17 19 -18 20 21 22 28 -15 -16 26 27 -21 -17 -30
right_child=-2 6 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 24 16 18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00074649624072802663 0.00031445820007711849 -0.00017890130090270439 0.0030790485078363615 0.0021865315244691676 0.0025144922401846219 0.0011512003035821117 0.00020739105040465194 -0.0015673135071982418 -0.00040887239172432156 0.022137667012174386 0.0011735248697298918 -0.0020274254571493451 -0.00042121358627357107 -0.0010161996805935832 -0.00035076823983975418 -0.0026315185227494624 -0.0028416794366127717 -0.012525792239776054 -0.010501836478965833 0.0094160911072322055 0.0088027074316542747 0.0037269142258743991 -0.0074187755456290375 0.0009176552993462602 -0.003584913536826038 4.5357016964803036e-05 0.0022448244626589475 0.03460376634262502 0.013200646914192477 -0.00082256511767025335
leaf_count=7364 71385 11841 1404 5222 2568 9900 23624 5977 7929 37 5211 6070 24235 4896 2899 5502 4439 127 255 128 142 509 378 11737 2150 1636 294 25 100 7668
internal_value=0 -0.00291023 0.00287217 0.0132 0.0074682 0.00397688 -0.00851306 -0.00746943 0.00612607 0.0713682 -0.00508496 -0.00903522 -0.0148587 -0.0139785 -0.002702 -0.0213776 -0.0313179 -0.0216967 -0.0651563 -0.0199228 -0.0267477 -0.0287819 -0.0326352 0.00696832 -0.0345591 0.0269279 0.122163 0.270634 -0.0293383 -0.0128408
internal_count=225652 154267 75917 33037 27815 26374 78350 16474 10497 1441 42880 37669 30305 54726 21682 33044 21203 16509 4694 16382 14299 14157 13648 16633 5049 2083 447 153 13270 7768
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=125 119 119 99 16 99 126 127 75 10 11 16 10 110 107 23 85 44 94 6 12 77 47 65 12 126 1 71 14 10
split_gain=3.91223 11.7005 8.27113 12.8857 9.20521 11.0799 9.01408 15.4528 8.15844 8.00707 7.98623 8.02064 7.91953 7.79115 7.70328 7.417 7.71875 7.01454 6.82522 6.79525 7.78957 7.21773 6.56949 6.48421 6.30971 6.77828 6.24515 6.20406 6.18117 9.11575
threshold=2.2500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -1.5848999999999998 0.90250000000000019 -1.6701999999999997 1.1000000000000003 0.67500000000000016 -0.80433999999999994 1.1844500000000002 1.1651500000000004 0.7315600000000001 -0.11454499999999999 -0.020638999999999994 -0.6667749999999999 -1.0114499999999997 -1.29145 -1.0852499999999996 2.9698000000000007 0.40444500000000005 0.40029000000000009 0.38727500000000009 -1.0438499999999997 25.912500000000005 -1.8877499999999998 1.7000000000000004 12.668000000000001 -1.1811499999999999 -18.050499999999996 -3.8737999999999997
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=2 -2 4 13 5 10 7 -7 -8 -10 11 -1 17 27 -14 -9 -17 23 -3 -11 21 -21 -16 -6 25 -19 28 -4 -12 -30
right_child=1 18 3 -5 12 6 8 15 9 19 26 -13 14 -15 22 16 -18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00044060665163953234 0.00067789413210578243 -0.00091759666468735194 -0.0025662095479887224 0.0017651087816673659 0.0016428699262731987 -0.00016076886381308366 -0.00086649927659323471 -0.0061883955040472078 -0.0060052028848576831 -0.0048423817134194318 0.006151257111382806 -0.0033328674569424034 0.0026915039876569801 0.0006440095443990783 -0.00066188185267743302 -0.0051648641998540638 -0.00054262466705741908 0.00060053375842808649 0.002059365608092991 -0.0035837107839492652 -0.00044000866309197015 0.023189800681257755 0.0011649219457168056 -0.020011751789466611 -0.0025973168698537651 -0.0083448586465997825 0.014694437147957868 -0.0002270976823282887 -0.0065445497510743331 -0.0011331089239961863
leaf_count=28281 55726 21472 4497 12879 2812 16172 2869 1523 2709 915 269 1482 4353 13797 8706 1360 2689 3601 2115 39 853 71 11321 35 5231 225 61 7669 837 11083
internal_value=0 0.00565588 -0.00306538 0.00944152 -0.00758451 -0.0141899 -0.0291518 -0.0188633 -0.0591563 -0.0853172 -0.00379097 0.00505425 0.00537954 -0.00338671 0.0157029 -0.0642795 -0.0419033 -0.0157633 -0.0130132 -0.0351373 0.0234971 0.273947 0.00741573 0.0275331 -0.0293732 0.00148943 -0.0252816 -0.0218344 -0.0268789 -0.0302618
internal_count=225652 79313 146339 38842 107497 71213 29200 21744 7456 4587 42013 29763 36284 25963 24380 5572 4049 11904 23587 1878 963 110 20027 2847 9057 3826 12250 12166 12189 11920
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=0
split_feature=50 8 14 23 23 86 16 120 75 100 30 24 124 125 13 79 92 20 111 59 13 48 86 46 36 110 50 41 16 16
split_gain=3.78504 7.55176 5.65472 5.65592 6.66195 5.41973 5.37083 6.65529 5.82958 5.15279 5.10737 4.94657 4.72709 6.63273 5.48118 5.48812 5.20133 6.29362 5.06464 7.64304 7.4588 6.8576 6.42437 6.11128 6.33104 5.74386 5.76248 5.58068 5.41538 6.75593
threshold=7.8092500000000014 -2.8237999999999999 -0.020373999999999996 -3.8690499999999997 -2.6885499999999998 -1.4716499999999997 2.0371000000000006 1.0000000180025095e-35 0.91196500000000003 3.7811000000000008 -1.8048499999999998 13.127500000000003 1.0000000180025095e-35 2.2500000000000004 -0.43458999999999998 -63.122499999999995 -3.8109999999999995 0.86502500000000004 -0.27497999999999995 0.71209000000000011 3.2093500000000001 2.3197500000000004 2.8533500000000003 -1.3271499999999998 -1.2457499999999999 2.5419500000000004 5.5830000000000011 -0.53150499999999989 1.8743000000000003 1.8435000000000004
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 2 -2 -4 -5 -3 11 8 9 -8 -9 12 16 18 -15 -16 17 -1 22 20 23 -22 -14 24 -20 26 -24 -21 29 -25
right_child=1 5 3 4 -6 -7 7 10 -10 -11 -12 -13 13 14 15 -17 -18 -19 19 27 21 -23 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017104967559577933 0.0067614190974857255 -0.0043862215041682055 -0.022027380661004122 0.013841113604333564 0.00029894831416562011 -0.00083430160948322796 -0.00095057617331357222 -0.00037305135193707389 0.0012410850355891849 -0.0060480578072889743 0.0013819984263671804 0.0015082215553693845 -0.0015005461046103763 -0.00054652509789413536 -0.016028779849875718 0.00090296717956010329 0.00027886884087166162 0.003471504463808834 -0.0011691211081011404 0.0047304069890977563 -0.005265165419608614 0.0026484746457187134 0.0014673854613182519 -0.00097539224203188613 0.0018748897854922897 -0.0036958222110493101 0.018269286093373711 0.00063441351252672257 0.0050431291708528687 -0.018530568256550892
leaf_count=5862 486 1162 27 96 1682 14176 5811 5174 3165 542 20850 4912 22532 12258 48 16245 77165 651 2598 1130 1405 340 2738 15401 4987 578 52 3149 375 55
internal_value=0 -0.0140688 0.039484 0.0137046 0.0206027 -0.0220679 0.00119227 0.0123857 -0.0102413 -0.0277093 0.0206613 -0.00111429 -0.00203118 -0.00733572 0.00504362 0.0170617 0.00328687 -0.0238507 -0.0137225 -0.00474951 -0.0113941 -0.0744651 -0.0239218 -0.00669399 0.0166452 0.0168142 0.0356108 0.0343217 -0.0178763 -0.0207572
internal_count=225652 17629 2291 1805 1778 15338 208023 35542 9518 6353 26024 172481 167569 83891 28551 16293 83678 6513 55340 29440 25161 1745 25900 23416 7585 3368 2790 4279 15831 15456
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=0
split_feature=64 4 15 0 16 11 70 110 63 54 77 14 33 91 57 57 45 93 59 10 46 16 29 103 74 2 101 81 55 110
split_gain=3.73244 5.68757 4.97974 6.94627 4.65238 6.40223 4.62463 4.68103 4.57412 5.70359 5.72236 4.89309 5.66906 7.98684 6.07357 6.01971 5.32835 5.22685 5.24536 7.32851 4.79881 5.64641 5.46592 5.31815 5.40815 10.4816 4.84378 5.1172 5.41266 4.62978
threshold=405.9500000000001 -0.91781499999999994 13.092500000000001 5.0911500000000007 -1.0255999999999998 -1.2930499999999998 -2.9578499999999996 0.26972000000000007 -0.31654999999999994 6.5351500000000007 -1.1797499999999996 -0.20327499999999996 -0.62314499999999995 2.1337500000000005 2.4077500000000005 0.89549500000000004 1.1313500000000001 -1.28535 -0.64649999999999996 -0.35329499999999997 0.43201000000000006 -0.4845199999999999 0.34558500000000009 -2.4470499999999995 -1.1681499999999996 1.3534500000000003 0.98647000000000007 6.6328000000000005 0.52695500000000017 -1.0398499999999997
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=2 -2 8 6 5 -3 -4 -8 9 -1 -11 12 13 15 16 17 -15 -10 -19 -20 -14 22 23 -22 -25 -26 -24 28 -28 -12
right_child=1 4 3 -5 -6 -7 7 -9 11 10 29 -13 20 14 -16 -17 -18 18 19 -21 21 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=-0.00017704378096776156 -0.0022962259602864734 0.025422320189867537 -0.0059614079384866011 -0.0044244638011936201 0.002276008711499041 0.0054251612584677441 0.0005412920561052954 -0.0013218334811044006 0.0030416529399466406 -0.013968505868352576 0.009107132020368669 5.8665954034548724e-05 0.0011098990558434071 0.0011226742765308739 0.020477809660412648 0.0039890541484816399 -0.0068234338237044339 0.0024059373186051517 -0.010989777036957095 -0.00027384777872182088 -0.01837967949217887 0.00014168324916193566 0.0012473903518832772 0.00045418563875247422 -0.012861342905846659 0.0033303816711621271 -0.014684082098283396 0.0058126399185644785 -0.0016580504406083951 -0.0044304616796960209
leaf_count=96742 629 51 387 1278 1800 186 6549 6948 2896 137 74 80452 8459 355 27 2863 520 2038 168 3172 77 7292 929 316 332 143 160 82 159 431
internal_value=0 0.0371951 -0.000444701 -0.0179405 0.0628614 0.194567 -0.0114466 -0.00835619 0.000831723 -0.00416431 -0.0981086 0.00523713 0.0161396 0.0329279 -0.0575773 0.040258 -0.0719917 0.0265821 0.00813824 -0.0162571 0.00487909 -0.0105583 -0.0549869 -0.116715 -0.0922933 -0.159736 -0.0147011 -0.106556 -0.16383 -0.0489347
internal_count=225652 2666 222986 15162 2037 237 13884 13497 207824 97384 642 110440 29988 12039 902 11137 875 8274 5378 3340 17949 9490 2198 868 791 475 1330 401 319 505
shrinkage=0.05



feature importances:
secondaryCorrelationExponent=151
log10_cardinality=113
all_loss_best_percentile75_ratio=105
secondaryLockingMode_random=103
secondaryTopLockingPercentile=88
secondaryFixedProbability=87
secondaryCorrelationMultiplier=82
all_loss_stddev_best_ratio=66
top_20%_correlation_best_percentile75_ratio=64
all_correlation_stddev_median_ratio=63
recent_25_correlation_kurtosis=62
all_correlation_kurtosis=61
recent_15%_correlation_best_percentile75_ratio=44
top_30%_loss_skew=44
all_loss_stddev_median_ratio=42
secondaryLockingMode_top=42
all_correlation_skew=40
top_30%_correlation_best_percentile75_ratio=39
all_correlation_best_percentile75_ratio=38
top_20%_loss_kurtosis=36
all_loss_kurtosis=35
recent_15%_loss_kurtosis=35
recent_25_correlation_skew=35
top_10%_loss_kurtosis=33
all_correlation_best_percentile25_ratio=31
top_10%_loss_stddev_median_ratio=29
recent_15%_loss_best_percentile75_ratio=29
top_10%_correlation_stddev_best_ratio=28
top_20%_correlation_skew=28
recent_15%_correlation_kurtosis=27
recent_25_loss_best_percentile25_ratio=26
all_correlation_best_percentile50_ratio=25
all_correlation_stddev_best_ratio=24
all_correlation_percentile5_percentile25_ratio=22
recent_15%_correlation_best_percentile50_ratio=22
top_20%_correlation_stddev_best_ratio=22
top_30%_correlation_skew=22
recent_25_loss_stddev_best_ratio=22
recent_25_correlation_stddev_best_ratio=22
all_loss_skew=22
recent_15%_loss_best_percentile50_ratio=22
top_20%_loss_best_percentile75_ratio=21
secondaryProbabilityMode_correlation=21
recent_15%_correlation_skew=21
recent_15%_correlation_stddev_best_ratio=21
top_10%_correlation_best_percentile75_ratio=20
recent_25_loss_percentile5_percentile25_ratio=20
top_20%_loss_skew=20
all_loss_best_percentile50_ratio=19
resultFilteringMode_age=19
top_10%_loss_percentile5_percentile25_ratio=19
top_30%_loss_best_percentile75_ratio=19
top_20%_loss_stddev_best_ratio=18
top_10%_correlation_percentile5_percentile25_ratio=18
top_10%_loss_best_percentile25_ratio=18
recent_10_correlation_stddev_best_ratio=18
top_30%_loss_best_percentile50_ratio=18
all_loss_best_percentile25_ratio=18
top_30%_loss_kurtosis=17
recent_10_loss_best_percentile50_ratio=17
top_30%_loss_percentile5_percentile25_ratio=17
top_10%_loss_skew=17
top_20%_correlation_percentile5_percentile25_ratio=17
recent_15%_loss_stddev_best_ratio=17
top_30%_correlation_kurtosis=16
top_20%_loss_best_percentile50_ratio=16
recent_15%_correlation_stddev_median_ratio=16
top_10%_correlation_best_percentile50_ratio=16
recent_25_loss_best_percentile75_ratio=16
top_10%_correlation_kurtosis=15
top_10%_loss_stddev_best_ratio=15
top_10%_loss_best_percentile75_ratio=15
top_10%_correlation_best_percentile25_ratio=15
top_20%_correlation_best_percentile25_ratio=14
top_20%_loss_best_percentile25_ratio=14
resultFilteringMode_none=14
recent_25_correlation_best_percentile25_ratio=14
top_20%_correlation_kurtosis=14
top_30%_loss_stddev_median_ratio=14
all_loss_percentile5_percentile25_ratio=13
recent_10_loss_best_percentile75_ratio=12
top_10%_correlation_skew=12
resultFilteringMode_loss_rank=12
recent_15%_loss_skew=12
recent_25_loss_stddev_median_ratio=11
recent_25_loss_kurtosis=11
top_30%_correlation_stddev_best_ratio=11
top_30%_correlation_percentile5_percentile25_ratio=11
top_30%_loss_best_percentile25_ratio=11
recent_10_correlation_skew=10
top_20%_loss_stddev_median_ratio=10
top_30%_correlation_best_percentile25_ratio=10
recent_10_correlation_best_percentile75_ratio=10
recent_15%_loss_percentile5_percentile25_ratio=10
recent_25_correlation_best_percentile50_ratio=10
recent_10_loss_best_percentile25_ratio=10
recent_25_loss_best_percentile50_ratio=10
recent_10_correlation_kurtosis=10
recent_10_loss_stddev_best_ratio=9
recent_15%_loss_stddev_median_ratio=9
recent_25_correlation_best_percentile75_ratio=9
top_30%_loss_stddev_best_ratio=9
recent_10_loss_percentile5_percentile25_ratio=9
recent_10_correlation_percentile5_percentile25_ratio=9
recent_15%_loss_best_percentile25_ratio=9
recent_15%_correlation_best_percentile25_ratio=9
top_30%_correlation_stddev_median_ratio=8
recent_25_loss_skew=8
top_10%_correlation_stddev_median_ratio=8
top_10%_loss_best_percentile50_ratio=8
recent_10_loss_kurtosis=8
top_20%_correlation_stddev_median_ratio=8
resultFilteringMode_random=7
resultFilteringAgeMultiplier=7
recent_10_loss_skew=7
top_20%_loss_percentile5_percentile25_ratio=7
recent_25_correlation_stddev_median_ratio=7
recent_10_loss_stddev_median_ratio=7
top_30%_correlation_best_percentile50_ratio=7
top_20%_correlation_best_percentile50_ratio=6
recent_10_correlation_best_percentile25_ratio=5
recent_10_correlation_stddev_median_ratio=5
resultFilteringLossRankMultiplier=5
recent_15%_correlation_percentile5_percentile25_ratio=5
secondaryProbabilityMode_fixed=4
resultFilteringRandomProbability=4
recent_10_correlation_best_percentile50_ratio=4
recent_25_correlation_percentile5_percentile25_ratio=2

pandas_categorical:null