tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=17 objective=regression feature_names=lag_1 lag_2 lag_3 lag_4 rolling_3_mean rolling_4_mean rolling_8_mean mean_stock mean_discount holiday_flag avg_precip avg_temp avg_hum avg_wind wti_price_usd_per_barrel rolling_std_4 rolling_cv_4 covid_flag feature_infos=[-0.97706770725310932:16.282643724287936] [-0.97706770725310932:16.282643724287936] [-0.97706770725310932:16.282643724287936] [-0.97706770725310932:16.282643724287936] [-1.0502912730097276:16.378623983136052] [-1.0502912730097276:16.378623983136052] [-1.0502912730097276:16.378623983136052] [-1.3059966015425994:4.0022493622260189] [-8.6638951689111146:0.63405680026550915] none [-2.5722357761198191:6.7037760849675028] [-1.228380791498467:3.6309061971669108] [-4.4338794595074509:1.1809804189143049] [-1.4134809134582462:3.7927564411090549] none [-0.85918304484263119:14.610480621654876] [-240.08897014001607:44.868466444874954] none tree_sizes=2783 2830 2794 2821 2829 2797 2804 2852 2822 2830 2804 2844 2789 2805 2811 2798 2805 2826 2847 2805 2833 2816 2823 2849 2838 2915 2843 2857 2800 2842 2876 2854 2854 2886 2837 2925 2839 2883 2898 2843 2814 2807 2810 2914 2848 2824 2878 2865 2847 2785 2794 2790 2846 2781 2764 2866 2771 2825 2810 2849 2865 2858 2800 2827 2915 2816 2804 2849 2817 2817 2828 2844 2779 2864 2813 2897 2805 2853 2775 2783 2794 2843 2843 2830 2798 2768 2819 2834 2757 2825 2816 2806 2792 2862 2827 2781 2795 2836 2816 2920 2851 2816 2849 2809 2833 2783 2802 2817 2940 2816 2815 2863 2800 2809 2808 2828 2827 2797 2813 2824 2810 2890 2768 2822 2783 2920 2794 2816 2811 2806 2809 2811 2825 2849 2806 2868 2843 2829 2802 2806 2823 2850 2888 2937 2832 2811 2761 2826 2834 2783 2808 2811 2836 2811 2850 2839 2841 2781 2790 2770 2766 2845 2816 2812 2760 2787 2758 2830 2777 2817 2963 2840 2784 2825 2804 2772 2898 2797 2811 2778 2824 2859 2893 2816 2828 2788 2810 2838 2828 2810 2875 2830 2844 2831 2844 2780 2799 2831 2820 2800 Tree=0 num_leaves=31 num_cat=0 split_feature=16 16 15 15 16 8 4 16 8 16 16 4 15 7 11 15 16 16 16 15 15 0 0 16 0 15 16 16 8 15 split_gain=10677.2 8314.13 4884 1289.07 1751.35 2121.59 1001.66 1239.79 1150.5 928.346 819.638 701.092 666.313 628.567 627.609 595.269 584.158 773.679 569.276 546.488 542.421 605.47 523.647 479.545 476.118 467.188 447.968 428.502 472.637 414.994 threshold=0.0039516663936978317 0.012963555824462221 4.0010959904159478 1.252047473092831 0.009191860974182205 0.6140219275700215 0.78734939236928325 0.019762856206515855 -4.8968963463420794 0.014622978315309483 0.0068417697626804198 1.9408053655746684 2.9381905080056581 2.4184646661908888 -0.64962337481095866 0.85663071366741561 0.0084057272602198457 0.011770632586506163 0.025269734602783592 2.7211774549633745 2.5110576107184825 5.7473642581895774 2.9043510434147088 0.011050981446366827 3.7512060435604142 0.19414585025954553 0.019762856206515855 0.0074499259215254588 -0.54678307986868158 2.0266215951366271 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 10 20 11 7 15 9 -8 25 29 -9 16 -7 -3 -4 -18 22 -16 27 -22 -10 -21 -25 -2 -11 28 -5 -6 right_child=1 6 13 4 5 14 8 12 18 26 -12 -13 -14 -15 19 -17 17 -19 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.18178187602602813 0.33582681437999434 0.26940399074101407 0.15949532568628977 0.26926228414153447 0.50240892318239527 0.0024806031776681003 0.99529696848803084 0.22688882485980727 0.21723883599000435 0.12462381340060205 0.28180432790092202 0.38222475272703393 0.084629385673670607 1.1851905755329777 0.1742366807096799 0.37895111850310365 0.82663858730178275 0.48438647325142481 0.12964092727560905 0.46476227190244596 0.81612856291708091 0.39761481386597347 0.095722291946405802 0.33524712860320227 -0.098652298150704421 0.50370749816677407 0.62575629462972671 0.43815724764513941 0.77312342189336847 0.76904726869739615 leaf_weight=73752 422 1530 20 24 154 111 29 6798 2851 44 3154 339 346 27 344 734 207 97 1624 176 112 50 405 85 36 273 30 465 83 94 leaf_count=73752 422 1530 20 24 154 111 29 6798 2851 44 3154 339 346 27 344 734 207 97 1624 176 112 50 405 85 36 273 30 465 83 94 internal_value=0.199582 0.263113 0.359188 0.337706 0.40128 0.333227 0.221234 0.240435 0.184983 0.515726 0.303466 0.4757 0.219999 0.721623 0.222015 0.30492 0.682993 0.717433 0.178003 0.260031 0.525425 0.686958 0.202124 0.359403 0.206153 0.401771 0.327786 0.479676 0.660108 0.603473 internal_weight=94416 20664 6273 5922 2073 1339 14391 9408 4983 103 3849 587 7144 351 752 2264 324 304 4880 641 734 162 3256 297 121 695 74 572 107 248 internal_count=94416 20664 6273 5922 2073 1339 14391 9408 4983 103 3849 587 7144 351 752 2264 324 304 4880 641 734 162 3256 297 121 695 74 572 107 248 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=16 16 15 15 16 8 16 4 4 7 16 16 8 15 0 7 13 13 11 12 12 16 15 4 16 0 4 16 15 0 split_gain=8648.5 6734.45 3956.04 1109.93 1593.42 1786.33 827.295 837.168 752.151 1039.89 1134.4 731.45 616.227 600.538 525.055 509.139 549.226 551.08 505.037 498.026 457.65 583.236 455.416 438.717 411.443 406.09 400.739 384.208 450.123 375.064 threshold=0.0039516663936978317 0.012963555824462221 4.0010959904159478 1.6950513637288724 0.009191860974182205 0.62044194202492886 0.020578400337765802 0.54395063192170612 0.78734939236928325 2.9556086030008086 0.016622551061375824 0.0074499259215254588 -2.2855001401184332 2.9381905080056581 0.90214386449878992 2.4184646661908888 1.821093998606709 0.56019788743084253 -0.64962337481095866 0.23771618333833225 0.014211313041720864 0.011770632586506163 0.85663071366741561 3.4511195376773909 0.0079930544183343718 2.9043510434147088 0.54395063192170612 0.0099337388579404853 2.5110576107184825 1.9728105432544318 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=26 2 3 11 24 12 8 13 22 25 -11 23 -6 -8 -14 16 17 19 -7 20 -4 -22 -3 -2 -5 -10 -1 28 -20 -13 right_child=1 6 15 4 5 18 7 -9 9 10 -12 29 14 -15 -16 -17 -18 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014926727905383914 0.12812494914214367 0.061474691190407771 0.085646285793998023 0.52919083460852001 -0.069975401134025769 -0.1803756438647256 0.031402180484162837 -0.038954538556801886 0.023086735435018185 1.0283933880251079 0.00085775425488298588 0.093807308654028365 0.65469311784709927 -0.11178151042197611 0.29264374820267663 0.88704766244800004 -0.04731700989333066 0.83172471523284919 -0.0067634076326575192 0.21849993574654772 0.70010091152380816 0.28531292512708778 0.15293764542924448 0.26683580553697717 0.30287807440548797 -0.088146921122218683 -0.065711330833265122 0.0060826112399809066 0.31530513000265459 0.012603846925342905 leaf_weight=72164 728 1673 22 104 41 99 5630 3286 2259 21 22 2640 46 309 310 27 22 37 73 84 110 49 807 332 353 384 1588 364 107 725 leaf_count=72164 728 1673 22 104 41 99 5630 3286 2259 21 22 2640 46 309 310 27 22 37 73 84 110 49 807 332 353 384 1588 364 107 725 internal_value=5.1017e-10 0.0571778 0.143645 0.124311 0.198744 0.130353 0.0194869 0.00154463 0.0515268 0.0148621 0.502677 0.0991307 0.297145 0.0239525 0.339425 0.469837 0.435069 0.47021 0.0273729 0.419735 0.513125 0.572273 0.091237 0.17157 0.35438 0.00692566 -0.0160202 0.0651801 0.184688 0.0763118 internal_weight=94416 20664 6273 5922 1497 1040 14391 9225 5166 2686 43 4425 397 5939 356 351 324 302 643 265 181 159 2480 1060 457 2643 73752 544 180 3365 internal_count=94416 20664 6273 5922 1497 1040 14391 9225 5166 2686 43 4425 397 5939 356 351 324 302 643 265 181 159 2480 1060 457 2643 73752 544 180 3365 is_linear=0 shrinkage=0.1 Tree=2 num_leaves=31 num_cat=0 split_feature=16 16 15 7 16 16 15 4 8 15 8 16 16 0 16 15 7 16 15 16 15 0 12 7 7 11 0 15 11 15 split_gain=7005.29 5534.91 2914 1255.87 1160.18 1036.84 1558.4 855.205 774.822 728.781 1063.7 629.196 538.746 455.921 464.195 788.003 447.124 415.321 411.653 395.194 431.981 594.315 424.039 379.863 506.686 465.777 446.857 374.713 363.561 505.85 threshold=0.0039516663936978317 0.014622978315309483 4.0010959904159478 2.4184646661908888 0.011770632586506163 0.009191860974182205 1.5226986416159061 0.54395063192170612 -0.24792034148584022 0.85663071366741561 -0.82074062143129323 0.0084057272602198457 0.041787447695328113 2.1724263647173485 0.0099337388579404853 2.5110576107184825 2.9832557173954366 0.0068417697626804198 0.19414585025954553 0.0074499259215254588 2.7211774549633745 4.6585506865736699 0.21580779385431287 0.63325099385203742 1.5535049444160915 -0.17515106898446256 6.9470755083959936 2.5110576107184825 2.9755566057561231 4.6153372974626601 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 6 17 12 9 -7 -11 -4 -3 -10 15 -15 -5 18 -2 22 -21 -22 -8 25 26 -13 -25 -14 -9 -30 right_child=1 7 3 16 -6 8 19 28 13 10 -12 23 27 14 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.014418181875007818 0.10836147426746751 0.05746133849045322 -0.073455567657947543 1.162619895261267 0.14517256211568702 0.064470261997117057 0.78322753653381816 -0.026079170799837077 0.06643470670963679 0.10432209979420637 0.33710922525482784 0.59574166184498212 0.011219069724165046 -0.094457926630221928 -0.074138701480432723 0.28159642308427574 0.53203299993818465 0.076679969663990794 0.26158209617063405 0.22394971746258699 0.7321976709094915 0.25164703836724645 0.24323789844146143 0.61293406830384178 0.29921411332629977 0.22939442571864199 1.2331411623529025 -0.13695089427641083 0.037678643154997749 0.45502039703630637 leaf_weight=73752 422 4164 20 23 235 862 33 5086 2275 498 324 72 2993 109 531 114 22 1244 300 398 44 62 26 26 21 67 21 181 460 31 leaf_count=73752 422 4164 20 23 235 862 33 5086 2275 498 324 72 2993 109 531 114 22 1244 300 398 44 62 26 26 21 67 21 181 460 31 internal_value=6.8836e-10 0.05146 0.118275 0.350039 0.30092 0.102049 0.153703 0.0113712 0.074332 0.128711 0.196078 0.462156 0.0338048 0.0440995 -0.0232912 0.0977851 0.854333 0.111695 0.172027 0.300393 0.271728 0.451121 0.545266 0.513906 0.707585 0.419157 0.890048 0.00276955 -0.0181461 0.0640281 internal_weight=94416 20664 7749 507 462 7242 2529 12915 4713 1684 822 227 7338 3029 754 223 45 1966 722 563 504 106 59 207 68 139 47 3174 5577 491 internal_count=94416 20664 7749 507 462 7242 2529 12915 4713 1684 822 227 7338 3029 754 223 45 1966 722 563 504 106 59 207 68 139 47 3174 5577 491 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=16 16 15 15 16 8 4 8 16 7 16 15 16 15 0 11 15 0 15 0 15 4 4 16 0 11 12 12 8 4 split_gain=5674.28 4494.97 2664.13 695.903 776.813 1335.37 631.086 792.296 767.095 608.051 852.475 589.291 587.514 520.549 681.709 497.028 481.638 490.325 453.254 444.78 400.327 395.926 392.275 386.616 388.174 550.826 510.793 371.165 366.06 356.741 threshold=0.0039516663936978317 0.012963555824462221 3.5353796731623546 0.62268377365210192 0.0084057272602198457 0.5716277002037925 0.86554979733235993 -4.8968963463420794 0.019085546775916992 1.7351859818665054 0.014622978315309483 1.6950513637288724 0.011770632586506163 5.9737900640389032 5.7473642581895774 0.25920390232899215 2.0266215951366271 1.9728105432544318 0.85663071366741561 2.6422292576553237 2.9381905080056581 3.4511195376773909 1.9408053655746684 0.024222171496760338 2.6422292576553237 0.47331271127856528 0.04272660473560741 0.027105824789602596 -0.21205681969287846 1.9408053655746684 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 21 11 16 8 9 18 -8 -11 -5 13 15 -15 28 22 -18 -3 -14 -10 -2 -6 24 -9 26 -26 -21 -4 -7 right_child=1 6 12 4 5 29 7 23 20 10 -12 -13 19 14 -16 -17 17 -19 -20 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.012976364579985189 0.05428306689673186 0.049802401381716363 0.6263604787669399 0.16665934252824668 0.20358737488892481 0.11435855820937871 -0.18205634159967304 0.016512089279243452 0.019703600191486779 0.95688805200159566 0.20142468656807885 0.36713894479578796 0.41097431251635919 1.1495944803953171 0.45027174522047464 -0.014429329019604307 0.46628509024889875 0.19235063527705354 0.14556970528503538 0.35185080545729608 -0.087348661931328064 0.23359695622163223 0.058396452184385932 -0.062244215267271946 -0.2393923881952886 0.19519634809758929 -0.020726988672535737 -0.072725351805418323 0.33441368035059804 -0.0096577461489212174 leaf_weight=73752 2709 1517 55 565 439 326 24 2387 7251 20 59 198 52 20 46 33 105 173 733 29 367 129 323 1540 198 63 232 71 196 804 leaf_count=73752 2709 1517 55 565 439 326 24 2387 7251 20 59 198 52 20 46 33 105 173 733 29 367 129 323 1540 198 63 232 71 196 804 internal_value=-3.50959e-12 0.046314 0.116956 0.0977357 0.131894 0.101378 0.0155213 -0.0154102 0.0296987 0.258762 0.392681 0.218684 0.337916 0.409209 0.662188 0.350418 0.183148 0.295815 0.0810013 0.173756 0.0145463 0.0624337 0.142043 -0.0217993 -0.00017244 -0.0809553 -0.121415 0.0504017 0.398386 0.0261204 internal_weight=94416 20664 6273 5771 2933 2170 14391 4523 9868 103 79 763 502 350 66 284 1040 278 2250 152 7618 2838 762 4420 2880 493 430 100 251 1130 internal_count=94416 20664 6273 5771 2933 2170 14391 4523 9868 103 79 763 502 350 66 284 1040 278 2250 152 7618 2838 762 4420 2880 493 430 100 251 1130 is_linear=0 shrinkage=0.1 Tree=4 num_leaves=31 num_cat=0 split_feature=16 16 15 16 7 4 16 15 4 12 0 15 4 15 15 0 10 16 8 15 16 4 7 13 12 11 0 15 4 0 split_gain=4596.17 3699.44 1705.54 1158.76 1069.52 873.778 819.836 1021.56 632.926 472.11 450.453 582.027 475.858 424.786 421.645 552.184 437.952 393.952 389.253 386.005 393.871 324.598 317.415 318.86 534.122 308.184 448.664 391.228 307.053 419.953 threshold=0.0039516663936978317 0.015627045093039419 3.5353796731623546 0.011770632586506163 2.9556086030008086 1.0742671040777683 0.0088157159391104543 1.6950513637288724 0.54395063192170612 0.47635061408579094 3.3076153291983785 0.62268377365210192 1.9408053655746684 3.5353796731623546 5.9737900640389032 5.7473642581895774 1.2613786805617124 0.041787447695328113 0.62121674881818156 2.1621156136613506 0.0099337388579404853 0.54395063192170612 1.3718239069656775 -0.65331380165659125 0.44987388329680761 3.0341857948765485 3.7512060435604142 4.6153372974626601 -0.56109886471257908 -0.75628051078655012 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=21 2 6 14 5 9 7 -2 13 -5 11 -8 -13 17 16 -16 -4 -3 -12 -20 -21 -1 23 -7 -25 26 -10 -27 29 -15 right_child=1 8 3 4 -6 22 10 -9 25 -11 18 12 -14 28 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.010694600311201421 0.10179925262465245 0.052034384269401462 0.34955589872799026 0.68283745789462158 0.81973678384508419 0.1311555004804521 0.033772159578240056 0.29609522316164166 -0.022413412125172706 0.13857095584894219 0.098463821915409921 0.13412133890754513 0.041186824818904955 -0.19624480957334692 1.0346349988877772 0.40524457531130836 -0.1357945242524147 0.003936608027101841 -0.27508881958645015 0.093624604179231977 -0.14191221978071311 -0.056400744765348877 0.32074032985802853 -0.17654043395817282 0.19022865099487482 0.035461985661668964 -0.20171958252127903 0.41640942353626775 -0.18119483741331902 0.2884601150758756 leaf_weight=72164 1849 3745 264 34 21 111 2569 317 4516 30 164 1594 842 33 20 46 20 3123 84 134 151 1588 33 150 54 383 144 29 165 39 leaf_count=72164 1849 3745 264 34 21 111 2569 317 4516 30 164 1594 842 33 20 46 20 3123 84 134 151 1588 33 150 54 383 144 29 165 39 internal_value=4.70539e-10 0.0416826 0.0923647 0.232979 0.123608 0.0881252 0.0780732 0.130235 0.00635877 0.427713 0.0576719 0.0669789 0.101999 0.0256213 0.368288 0.595969 0.315376 0.0301635 -0.0297232 -0.0866951 -0.0311686 -0.0116787 0.0256723 -0.00523955 -0.0794545 -0.0206248 -0.0279542 0.0622762 -0.106005 0.0663037 internal_weight=94416 20664 8487 783 433 412 7704 2166 12177 64 5538 5005 2436 7105 350 66 284 6868 533 369 285 73752 348 315 204 5072 4660 412 237 72 internal_count=94416 20664 8487 783 433 412 7704 2166 12177 64 5538 5005 2436 7105 350 66 284 6868 533 369 285 73752 348 315 204 5072 4660 412 237 72 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=31 num_cat=0 split_feature=16 16 15 15 16 8 4 8 16 16 4 16 4 13 7 12 10 7 10 12 11 15 16 11 15 0 16 8 0 15 split_gain=3722.9 3045.82 1816.32 629.252 732.261 1016.92 465.031 587.333 549.275 472.813 436.799 396.999 364.274 517.617 446.834 482.046 391.946 361.166 610.015 391.874 348.004 335.191 333.989 518.324 318.566 485.991 313.555 406.628 346.248 306.601 threshold=0.0039516663936978317 0.012963555824462221 4.0010959904159478 1.252047473092831 0.009191860974182205 0.62044194202492886 0.86554979733235993 -4.8968963463420794 0.019085546775916992 0.014178812385592455 1.9408053655746684 0.0068417697626804198 4.5219763331405263 -0.68591159557558345 1.3244288537177431 0.039226665832610912 -0.51433684337056873 0.24224180455658115 0.46989155855581027 0.042726604735607222 -0.64962337481095866 0.47777698325205392 0.019762856206515855 -0.034441015095440043 2.7211774549633745 4.6585506865736699 0.0074499259215254588 -1.6459338504618726 1.9728105432544318 5.9737900640389032 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 11 24 10 8 9 21 -8 -6 -2 13 16 15 -15 -4 19 -19 -14 -7 -3 23 -11 26 -26 27 -5 -28 -10 right_child=1 6 12 4 5 20 7 -9 29 22 -12 -13 17 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.010510857158035458 0.12705844772560856 0.03063291118116181 0.48264819875359538 -0.042393992935388314 0.27978938232279488 -0.16072388298536114 0.65814005479216586 -0.019886147825306344 0.012838255687043831 0.22902785496365641 0.10712414192554674 0.043566294766654107 0.27872632758388688 0.63077045919803476 0.90569558327014643 0.15855886726766022 -0.10142222576671177 0.53129795647480271 0.0324588255240367 -0.15337606861097058 0.032843898156187705 0.10788624244160559 0.38312899077932044 -0.40563978051597421 0.62159728949720217 0.19254320625102883 0.40232797507196666 0.42983724537559537 0.12022665065342703 -0.29263474900614134 leaf_weight=73752 695 1169 20 23 252 109 20 4420 7585 31 350 3154 43 52 26 37 27 66 39 41 628 1081 30 22 44 66 48 88 465 33 leaf_count=73752 695 1169 20 23 252 109 20 4420 7585 31 350 3154 43 52 26 37 27 66 39 41 628 1081 30 22 44 66 48 88 465 33 internal_value=-1.34179e-09 0.0375144 0.0956647 0.0825645 0.126982 0.0829779 0.0121668 -0.0143852 0.0243369 0.221674 0.179403 0.0586422 0.316689 0.426725 0.540998 0.434458 0.147118 0.222372 0.346015 0.0678192 0.00421583 0.0677488 0.116502 -0.0344191 0.207256 0.364165 0.179596 0.331988 0.146622 0.011515 internal_weight=94416 20664 6273 5922 2073 1339 14391 4523 9868 103 602 3849 351 162 115 89 47 189 105 84 737 2250 83 53 734 110 624 111 513 7618 internal_count=94416 20664 6273 5922 2073 1339 14391 4523 9868 103 602 3849 351 162 115 89 47 189 105 84 737 2250 83 53 734 110 624 111 513 7618 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=31 num_cat=0 split_feature=16 16 15 7 15 16 0 0 12 12 4 16 15 8 16 12 0 16 11 13 4 12 4 15 7 7 11 8 15 7 split_gain=3015.55 2510.58 1573.49 754.767 686.109 974.809 616.429 590.202 530.601 491.27 468.795 446.836 648.856 434.306 405.582 385.77 350.82 327.273 326.737 369.408 325.352 319.292 310.828 304.113 300.62 844.433 368.077 275.179 270.585 269.378 threshold=0.0039516663936978317 0.014622978315309483 5.9737900640389032 1.8576232027570019 2.0266215951366271 0.011770632586506163 1.064457739526717 1.9728105432544318 0.49577834511926538 0.012737654556248415 0.51420557878283113 0.009191860974182205 3.2160438033827625 0.55657388566240795 0.0084057272602198457 0.4656911510408755 4.6585506865736699 0.041787447695328113 0.19039568803361537 0.47685507411218192 3.1920118449839001 0.0309864588013458 1.823504758130053 1.252047473092831 1.0677056486247669 0.5582088262094751 -0.11826828124209228 -0.85361551480275111 2.7211774549633745 3.4137607843975046 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=23 2 4 8 14 7 -7 13 24 -9 17 16 15 -6 -2 -13 28 27 19 -8 -16 -18 -21 -1 25 26 -4 29 -11 -3 right_child=1 10 3 -5 5 6 18 9 -10 11 -12 12 -14 -15 20 -17 21 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0089444119481389382 0.097202765483033471 0.001078435066375632 0.51670983086029698 0.76833650901913642 0.55720581692276583 0.23977509776008465 -0.007447902517010419 -0.18562472648577902 -0.14352375676855444 0.28597459101046507 -0.014524143817866984 -0.030462072634331462 0.23065907741789218 0.22179049942442167 0.045147227911103059 0.24139563221197863 0.29950996234222471 -0.00050021478746295944 0.19639301060514269 -0.018913026546177113 -0.095307687748505121 0.023711262007312078 -0.39517304295530686 -0.089471213742143521 0.03532364666461945 0.9879620465365323 -0.037123362720012668 0.055829559616625835 0.57724877064642699 -0.33889636763681974 leaf_weight=73280 1708 806 24 40 66 107 326 41 25 104 5744 265 277 93 4008 65 86 3124 58 38 172 82 52 472 20 22 24 3217 46 24 leaf_count=73280 1708 806 24 40 66 107 326 41 25 104 5744 265 277 93 4008 65 86 3124 58 38 172 82 52 472 20 22 24 3217 46 24 internal_value=1.64065e-10 0.0337629 0.078762 0.394175 0.0723242 0.128165 0.0229794 0.182488 0.264031 0.153103 0.00676346 0.168117 0.11781 0.361019 0.0561446 0.0230857 0.264141 0.0238149 -0.0259597 -0.0569608 0.0393677 0.164894 -0.236308 -0.00945977 0.377241 0.474932 0.239793 0.0425845 0.375299 -0.00875216 internal_weight=94416 20664 7749 155 7594 1706 581 1125 115 966 12915 925 607 159 5888 330 318 7171 474 416 4180 168 90 73752 90 70 48 4047 150 830 internal_count=94416 20664 7749 155 7594 1706 581 1125 115 966 12915 925 607 159 5888 330 318 7171 474 416 4180 168 90 73752 90 70 48 4047 150 830 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=31 num_cat=0 split_feature=16 16 15 16 7 4 16 15 4 7 7 12 0 15 4 16 7 8 8 15 16 13 11 0 10 4 16 15 8 8 split_gain=2442.59 2057.64 1022.12 679.497 694.823 671.785 456.23 666.364 414.193 472.506 381.464 380.279 344.108 393.981 344.029 310.017 415.981 307.966 300.1 280.386 308.164 277.8 275.591 470.299 361.863 254.133 301.748 246.888 235.093 265.137 threshold=0.0039516663936978317 0.015627045093039419 3.5353796731623546 0.011770632586506163 2.9556086030008086 1.0742671040777683 0.0088157159391104543 1.5226986416159061 0.33769706383159043 3.1096425260565943 2.6238432302652699 0.47635061408579094 3.3076153291983785 0.62268377365210192 1.9408053655746684 0.0084057272602198457 0.63325099385203742 -0.41019175779654199 0.62121674881818156 2.1621156136613506 0.011050981446366827 -0.47957092066567364 0.13710549741181544 6.9470755083959936 -0.14762065063941912 0.54395063192170612 -0.011245190393559321 0.57662158818994047 0.34272097189797496 -0.68470272069604243 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=25 2 6 15 5 11 7 28 -3 10 17 -5 13 -8 -15 -4 -17 -10 -14 -20 -21 -16 24 -24 -18 26 27 -1 29 -2 right_child=1 8 3 4 -6 -7 12 -9 9 -11 -12 -13 18 14 21 16 22 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.014891683110933402 0.066360216419154447 0.024069340794690169 -0.058680692791938785 0.59141967471908119 0.65437629506701522 0.0099273410831824289 0.022715918395876541 0.21030563184265363 -0.044841340775840281 -0.38476877864450221 0.28585456451292823 0.10294626464446387 0.078070905792140752 0.10616210997559644 0.088537830769134171 0.23133533334732059 0.53408309509677276 0.0018665311306493553 -0.24507083899918058 0.02495962068172438 -0.21118221963196993 -0.02659596103608592 0.29432158157939003 0.92530208152753335 -0.0035463710625966392 -0.048084927422573066 -0.010364368935571853 -0.023992568755812654 0.039465033218776417 0.19396014780687504 leaf_weight=8856 433 5588 25 34 21 348 2569 413 2069 34 43 30 164 1594 393 225 31 4443 84 210 75 449 21 27 21 1588 61306 2002 1059 261 leaf_count=8856 433 5588 25 34 21 348 2569 413 2069 34 43 30 164 1594 393 225 31 4443 84 210 75 449 21 27 21 1588 61306 2002 1059 261 internal_value=1.28633e-11 0.0303866 0.0681847 0.177041 0.093287 0.0646878 0.0571211 0.0960329 0.00404249 -0.0129419 -0.0110133 0.362448 0.0419021 0.0500366 0.078849 0.280656 0.306758 -0.0129735 -0.0344831 -0.084507 -0.037183 0.0271423 0.47646 0.649248 0.316964 -0.00851379 -0.00764301 0.0077222 0.0691107 0.114348 internal_weight=94416 20664 8487 783 433 412 7704 2166 12177 6589 6555 64 5538 5005 2436 350 325 6512 533 369 285 842 100 48 52 73752 72164 10858 1753 694 internal_count=94416 20664 8487 783 433 412 7704 2166 12177 6589 6555 64 5538 5005 2436 350 325 6512 533 369 285 842 100 48 52 73752 72164 10858 1753 694 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=31 num_cat=0 split_feature=16 16 15 8 0 12 0 7 16 15 4 7 15 15 10 10 16 10 15 8 8 8 16 7 16 16 15 0 16 15 split_gain=1978.5 1691.35 1442.54 456.159 520.333 659.389 652.254 523.631 448.01 421.549 420.887 428.913 376.098 375.936 752.014 614.328 460.981 838.246 355.457 331.712 439.631 353.248 326.838 307.724 301.854 297.319 489.11 356.331 323.849 293.905 threshold=0.0039516663936978317 0.011770632586506163 2.5110576107184825 0.62409468955209502 5.7473642581895774 0.022095385938997049 6.9470755083959936 0.53056171181484701 0.0334969470111958 5.9737900640389032 1.0239744686358894 0.75963780251319502 4.0010959904159478 5.9737900640389032 -0.14859930282717326 -0.56421469962483173 0.013753715261396739 0.31824253541394204 0.67354607796251675 -0.091183445413108646 -0.66267540644499789 -0.46465112314632528 0.010298215047806753 0.87417584786236902 0.012963555824462221 0.0084057272602198457 1.102411241087039 3.0858199720173602 0.0074499259215254588 2.3378411815249689 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 19 4 5 -4 -6 -8 10 -9 18 -12 -7 -13 15 -15 -16 -18 -3 20 -2 -22 -5 -24 -20 26 -21 -27 -28 -10 right_child=1 8 3 22 6 12 7 9 29 -11 11 13 -14 14 16 -17 17 -19 24 25 21 -23 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.0076624136536950146 0.055038294631017573 0.019099050817601219 -0.072027116682794365 0.20746637552147817 -0.36071759786294855 0.37321197857083971 -0.17935156021267176 0.084860277743566609 -0.0052088853018632539 0.67316252368277518 -0.017765811846293642 0.037354984911087949 0.71178505285219718 0.20684548687367213 0.43411442995071409 0.98124898895621304 -0.54334630419810614 0.33323346853256225 0.20835259643259582 0.029749116671776449 0.26537607799279866 0.090503869707194665 0.017958922458942549 0.4280502486974001 0.058953943150239455 0.025439398354023254 0.3045791310779119 -0.10327921466177942 0.10182457786202746 -0.090394035693871888 leaf_weight=73752 1029 3736 27 327 23 129 20 21 5095 29 3092 395 44 21 20 20 24 20 143 862 217 247 215 20 2492 1345 118 256 237 440 leaf_count=73752 1029 3736 27 327 23 129 20 21 5095 29 3092 395 44 21 20 20 24 20 143 862 217 247 215 20 2492 1345 118 256 237 440 internal_value=-7.23646e-11 0.027348 0.076901 0.195558 0.296718 0.387591 0.101293 0.253096 0.0108303 0.426076 0.023503 -0.00387007 0.459323 0.0820612 0.250242 0.584603 0.0360414 -0.144901 0.0389361 0.0533678 0.0914772 0.172287 0.142818 0.0528603 0.0670617 0.0331771 0.0704326 0.00485728 0.169219 -0.0119806 internal_weight=94416 20664 5166 855 293 200 93 70 15498 50 9963 3592 173 500 105 41 64 44 6371 4311 1493 464 562 235 2635 2818 1217 1601 355 5535 internal_count=94416 20664 5166 855 293 200 93 70 15498 50 9963 3592 173 500 105 41 64 44 6371 4311 1493 464 562 235 2635 2818 1217 1601 355 5535 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=31 num_cat=0 split_feature=16 16 15 16 7 4 4 7 16 15 7 15 13 15 8 8 15 8 0 16 4 10 12 15 4 16 15 15 7 8 split_gain=1602.59 1399.17 720.04 446.113 513.438 528.943 331.435 372.507 330.318 459.953 314.134 700.276 312.269 286.341 261.139 385.773 646.302 247.209 246.59 245.521 345.023 244.732 266.311 320.764 239.417 377.08 227.236 209.256 304.815 261.7 threshold=0.0039516663936978317 0.015627045093039419 3.5353796731623546 0.011770632586506163 2.9556086030008086 1.0742671040777683 0.33769706383159043 3.1096425260565943 0.0084057272602198457 1.5226986416159061 1.7351859818665054 5.9737900640389032 -0.26012391624194214 2.7211774549633745 -0.3103494640322883 -0.66267540644499789 1.4454822406642041 -0.46465112314632528 3.7512060435604142 0.012153839019975366 2.0776560742600538 0.32139748241618377 0.69010477740352794 5.9737900640389032 0.26005426265283094 -0.0074244477207246785 2.3378411815249689 4.6153372974626601 3.4414078987921326 -0.50029333997403935 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=24 2 8 21 5 12 27 10 9 -2 17 13 -5 -12 15 18 -17 -8 -10 20 -18 22 23 -4 25 26 -1 -3 29 -29 right_child=1 6 3 4 -6 -7 7 -9 14 -11 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.010817558032072211 0.0628372659580302 0.023194795618659489 0.25561584625393152 0.61383202361023947 0.561608271087919 0.0061084074854058611 -0.046168967378669219 -0.34244835779947391 0.043162981715315872 0.20470350176450422 0.11530120303003311 0.65051463696766987 0.15347108894095918 -0.23601479961954316 0.019702027061357815 0.052658981707303189 0.54837926303821238 -0.0020517855449035849 -0.16923452291572305 0.15386224801567469 0.20868947236840404 0.066791191117631071 -0.060214345969937071 0.57045805328770693 -0.029799879549243243 -0.0089329422364234964 -0.30379390700355824 -0.49903504298283502 0.14867697025720891 -0.071910652288352139 leaf_weight=12490 1552 5504 218 23 21 348 1749 34 1332 268 116 22 41 29 3856 408 54 4639 57 110 67 72 22 38 4298 56941 23 26 26 32 leaf_count=12490 1552 5504 218 23 21 348 1749 34 1332 268 116 22 41 29 3856 408 54 4639 57 110 67 72 22 38 4298 56941 23 26 26 32 internal_value=-7.77517e-11 0.0246132 0.055782 0.147147 0.079284 0.0546995 0.00288943 -0.0123037 0.0464961 0.0837275 -0.0105913 0.124801 0.318913 0.045038 0.03498 0.0640291 0.128332 -0.0141308 0.0344469 0.261989 0.360287 0.231103 0.273658 0.30235 -0.00689617 -0.00547883 0.0102393 0.0208042 -0.135839 -0.26338 internal_weight=94416 20664 8487 783 433 412 12177 6589 7704 1820 6555 167 64 145 5884 2028 639 6388 1389 231 121 350 278 256 73752 69454 12513 5588 84 58 internal_count=94416 20664 8487 783 433 412 12177 6589 7704 1820 6555 167 64 145 5884 2028 639 6388 1389 231 121 350 278 256 73752 69454 12513 5588 84 58 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=31 num_cat=0 split_feature=16 16 15 16 8 0 11 13 12 10 8 10 7 8 4 16 7 7 16 15 15 12 7 7 16 13 4 10 16 8 split_gain=1298.09 1150.27 506.515 713.046 619.08 497.748 573.032 401.59 456.253 404.809 380.321 371.937 355.644 352.972 344.443 288.863 437.326 306.501 285.422 307.671 282.291 499.987 432.335 428.857 319.236 363.382 361.719 323.642 414.405 264.361 threshold=0.0039516663936978317 0.017796522407601441 2.0266215951366271 0.011770632586506163 0.62907575456773601 3.7512060435604142 0.47091764653151796 0.51919860023375963 0.012737654556248415 1.8352759126106579 -0.51998359637069946 0.87639596330464253 2.9556086030008086 0.53045104975182678 0.59240598374590803 0.013753715261396739 1.4231685479842726 2.1380439344739455 0.0068417697626804198 0.05454586227063199 4.6153372974626601 0.19696952621502714 0.96501636658757606 0.32913273551112693 0.010298215047806753 -0.55787283801747978 2.0776560742600538 -0.50522832578997912 0.0079930544183343718 0.59476188420529852 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 7 10 29 13 8 -4 11 12 -9 15 -7 -12 16 -5 -17 19 -2 24 -22 23 -23 25 -10 -26 -27 -29 -3 right_child=1 5 3 4 -6 6 -8 9 20 -11 14 -13 -14 -15 -16 17 -18 -19 -20 -21 21 22 -24 -25 26 27 -28 28 -30 -31 leaf_value=-0.0062065547664312253 0.030594877137330709 -0.011031548157430369 -0.28745279934395246 0.022391472575820498 -0.055935292792989713 -0.16618526035547257 0.23808903033760462 0.28802009152869384 0.22713338187024479 0.65669307875633243 0.39474733165864434 -0.1681679135986737 0.30760776889629859 -0.5838094024097219 0.12314944373563037 -0.040652230580511331 0.51193855946714228 -0.42084861285984521 0.027639667522157442 0.16050609782929784 0.57365152522137286 0.038381689897289989 -0.21084608322381976 0.6409209347906567 0.24698439313676854 -0.31683838987140917 -0.032465452127482579 0.47170552727248938 0.058659148033831487 0.021385482027558803 leaf_weight=73752 377 6485 27 107 478 50 22 120 310 25 56 21 39 34 281 182 22 24 6853 353 38 27 25 21 58 20 230 27 242 4110 leaf_count=73752 377 6485 27 107 478 50 22 120 310 25 56 21 39 34 281 182 22 24 6853 353 38 27 25 21 58 20 230 27 242 4110 internal_value=1.60776e-10 0.0221519 0.0466036 0.0868506 0.0320689 -0.000613595 -0.216234 0.14154 0.118172 0.285833 0.0912335 0.220077 0.0218079 -0.335224 0.168281 -0.0114643 0.10588 -0.084947 0.0339717 0.093415 0.129146 0.279489 0.126363 0.301993 0.110332 0.15193 0.0238126 0.0712623 0.100117 0.00154363 internal_weight=94416 20664 9963 2380 1189 10701 106 1191 1025 166 711 141 374 84 337 335 129 206 7583 730 998 111 73 48 887 599 288 289 269 10595 internal_count=94416 20664 9963 2380 1189 10701 106 1191 1025 166 711 141 374 84 337 335 129 206 7583 730 998 111 73 48 887 599 288 289 269 10595 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=31 num_cat=0 split_feature=16 16 7 15 13 16 11 0 11 16 15 0 0 15 13 10 8 11 15 10 12 10 15 16 15 8 12 4 15 15 split_gain=1051.46 931.721 426.682 543.606 616.18 549.886 580.971 403.176 464.156 338.119 580.746 529.663 315.312 446.037 348.468 311.382 285.908 242.654 455.639 276.456 233.029 230.247 223.592 223.351 317.439 347.788 222.577 221.2 324.97 217.813 threshold=0.0039516663936978317 0.017796522407601441 0.53056171181484701 5.9737900640389032 1.821093998606709 0.013753715261396739 0.64006909429172631 3.7512060435604142 0.47091764653151796 0.0099337388579404853 2.5110576107184825 5.7473642581895774 1.9728105432544318 0.97616131414377294 0.47685507411218192 2.127148101809806 0.53045104975182678 -0.34609881530495645 2.7211774549633745 1.8352759126106579 0.14713530843130976 -0.53357830838188713 1.252047473092831 0.045490510837643112 2.0266215951366271 -0.018128116429594509 0.038624921951042966 1.0239744686358894 4.0010959904159478 1.2012321049714914 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 9 15 5 6 -5 23 16 10 -2 -12 13 -11 21 -4 -9 18 -15 27 -7 -14 -1 26 -25 -26 -3 28 -19 -17 right_child=1 7 3 4 -6 20 -8 8 -10 12 11 -13 14 17 -16 29 -18 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0051440045554080882 0.044401791259397819 0.03238511057284834 0.075425108756537976 0.85129571954409278 -0.21239687123081905 0.34335384070873265 0.26229180548997488 -0.1495667317211628 0.21428012920712886 0.0073477661330629664 0.28715400847105244 -0.0023963941681769589 0.17847189571875244 0.086875440028248999 -0.13315318965387007 0.023011833361603999 -0.52542845124707505 0.057330141468232287 0.33968061720331511 0.19480391963059496 -0.08490098692752697 -0.01337253224838158 -0.074191960512652561 -0.0083726382114442735 -0.200152973526665 -0.0020945064176967044 -0.0045697946473357903 -0.018660933734903028 0.396661160021059 -0.42723975656997593 leaf_weight=73280 2377 3078 1795 33 22 24 34 50 22 2719 197 93 67 343 247 22 34 315 90 113 27 944 472 3697 189 167 3464 449 31 21 leaf_count=73280 2377 3078 1795 33 22 24 34 50 22 2719 197 93 67 343 247 22 34 315 90 113 27 944 472 3697 189 167 3464 449 31 21 internal_value=-3.29575e-11 0.0199367 0.0419433 0.083523 0.273472 0.364058 0.552398 -0.000552236 -0.194611 0.0316434 0.060701 0.194298 0.0170709 0.030625 -0.0266732 0.0690546 -0.301701 0.0778219 0.139422 0.0484467 0.116631 -0.000658807 -0.0055859 0.00138927 -0.0170571 -0.107244 0.0128174 0.0276437 0.0877326 -0.196878 internal_weight=94416 20664 9963 1978 140 118 67 10701 106 7985 2667 290 5318 4060 1258 1838 84 1341 433 908 51 1011 73752 10595 4053 356 6542 795 346 43 internal_count=94416 20664 9963 1978 140 118 67 10701 106 7985 2667 290 5318 4060 1258 1838 84 1341 433 908 51 1011 73752 10595 4053 356 6542 795 346 43 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=31 num_cat=0 split_feature=16 16 15 8 15 8 0 0 7 16 12 7 7 12 12 4 8 13 8 7 7 15 12 16 11 15 12 12 0 16 split_gain=851.68 779.924 659.6 336.538 306.698 424.642 301.626 271.776 320.516 310.53 381.728 471.478 260.519 300.295 340.58 253.751 306.937 320.433 311.88 258.014 378.355 637.075 535.556 246.284 242.121 415.458 278.458 239.051 226.921 218.328 threshold=0.0039516663936978317 0.012963555824462221 3.5353796731623546 0.29158223606750355 1.5226986416159061 -2.2855001401184332 5.7473642581895774 6.9470755083959936 0.21064510239129172 0.009191860974182205 0.47686639455570623 0.63325099385203742 1.3718239069656775 0.038624921951042966 0.20512376983463962 0.90464999981389849 -2.4714591517391291 2.8349862074067058 -0.41019175779654199 1.7351859818665054 3.1096425260565943 4.6153372974626601 0.20436237961714579 0.045490510837643112 -0.11886704742885383 4.0010959904159478 0.023863776121563453 0.022242751787544372 1.775211043220434 0.0068417697626804198 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 29 -6 12 8 -8 -9 11 -11 13 24 -15 23 19 18 -18 -17 21 -21 -23 -3 25 26 -4 -26 -7 -2 right_child=1 15 6 -5 5 28 7 9 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0050273094401441128 0.13110301971381946 0.025126459113960942 0.39206124842166901 0.018676162807803584 -0.061619764579886417 0.29369208978623096 0.0567630279708553 0.37078109903213308 -0.42522749305618079 -0.048534857252469435 -0.35163173496723177 0.54865107804536828 0.46819181587133141 -0.18243909164478905 0.17458814994742475 0.018945673598518856 -0.065592190158488536 0.26734256565472797 -0.0056315518436038919 -0.075737467814575549 -0.1317496330965133 0.94402718316941037 0.22097455084323886 -0.0077787951317335449 -0.12655973625788466 0.53823579626189455 -0.080298061095751258 0.30257641099117422 0.12933148314966722 0.03462460510776149 leaf_weight=73752 278 6610 24 3546 83 132 37 39 22 39 20 20 36 38 90 158 1263 38 2770 22 21 21 20 3468 25 59 26 27 231 1501 leaf_count=73752 278 6610 24 3546 83 132 37 39 22 39 20 20 36 38 90 158 1263 38 2770 22 21 21 20 3468 25 59 26 27 231 1501 internal_value=8.24962e-11 0.017943 0.0473687 0.0378049 0.0682906 0.142441 0.157314 0.0522781 -0.122962 0.139898 0.0259181 0.153901 0.214518 0.182919 0.0685957 0.00511641 -0.0151817 -0.0216859 -0.0244092 0.0942335 0.235846 0.358378 0.591319 0.0138032 0.273809 0.35851 0.146434 0.096261 0.189099 0.0497011 internal_weight=94416 20664 6273 5771 2225 446 502 177 59 118 79 59 325 289 128 14391 4313 4071 4033 242 84 63 41 10078 161 109 50 52 363 1779 internal_count=94416 20664 6273 5771 2225 446 502 177 59 118 79 59 325 289 128 14391 4313 4071 4033 242 84 63 41 10078 161 109 50 52 363 1779 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=31 num_cat=0 split_feature=16 16 7 4 15 13 16 13 7 16 15 0 4 15 8 11 4 15 8 8 16 16 15 15 4 13 12 12 11 15 split_gain=689.861 665.373 360.378 302.443 282.538 894.002 536.547 753.394 565.745 260.943 507.333 262.161 254.405 527.734 258.012 267.854 249.581 254.698 244.606 410.681 512.311 237.297 236.813 231.35 224.533 202.17 368.19 237.039 428.708 458.756 threshold=0.0039516663936978317 0.022199687359965463 0.73594027588922806 2.0776560742600538 4.6153372974626601 1.821093998606709 0.0095796324183768673 -0.7117881948721031 2.801574679945023 0.0088157159391104543 2.1621156136613506 4.295612829368368 1.823504758130053 1.102411241087039 -2.2204144275117175 -0.69942076267664743 0.31814696259082126 4.6153372974626601 0.31792643331350395 -0.57372962374906955 0.013340596364116662 0.013753715261396739 2.7211774549633745 1.6950513637288724 0.62221988813808116 -0.90737495838605675 0.022095385938997049 0.19722741644998465 -0.034441015095440043 2.7211774549633745 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 -4 25 6 -6 -8 21 10 -2 -12 13 -11 -15 22 17 -3 19 -17 23 -9 -16 -21 -22 26 -5 -27 29 -29 right_child=1 16 3 4 5 -7 7 8 -10 12 11 -13 -14 14 15 18 -18 -19 -20 20 24 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0045245789762676852 0.042252658564229675 0.013575354733235137 0.044079499617335392 0.040452662578507048 -0.087439585352937388 -0.33178432739299279 -0.051264884650707249 0.58535364137755497 0.98485540747642519 0.0094136278836889162 0.3997357047837356 0.12992836028337479 -0.011782599605462402 -0.098870818841236607 0.16333568607827267 0.016996442691149961 -0.023435077731631653 -0.202955699976195 0.036715344373795498 0.19875855605830164 0.22360091853634756 0.19719832933374815 0.53923417592332479 0.53686225882172589 0.055262143275111308 -0.03112349990522489 0.51634426045006721 0.1684690851266637 -0.0015358167479719686 0.70509146253267929 leaf_weight=73752 1735 4415 1200 37 24 23 25 36 24 4534 58 95 2309 81 83 249 4017 55 820 34 133 28 21 50 196 160 29 66 106 21 leaf_count=73752 1735 4415 1200 37 24 23 25 36 24 4534 58 95 2309 81 83 249 4017 55 820 34 133 28 21 50 196 160 29 66 106 21 internal_value=-3.22066e-10 0.0161487 0.0311294 0.0727201 0.132079 0.245123 0.341975 0.433179 0.570805 0.0240136 0.0576463 0.232208 0.016552 0.0271027 0.0752142 0.0841051 -0.00534536 0.0109111 0.0732186 0.118434 0.179591 0.415536 0.239238 0.400011 0.123314 0.0889118 0.249557 0.0588763 0.133487 0.297999 internal_weight=94416 20664 12177 1779 579 160 137 113 88 10398 1888 153 8510 6201 1667 1586 8487 4470 1482 662 413 64 104 84 329 419 66 353 193 87 internal_count=94416 20664 12177 1779 579 160 137 113 88 10398 1888 153 8510 6201 1667 1586 8487 4470 1482 662 413 64 104 84 329 419 66 353 193 87 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=31 num_cat=0 split_feature=16 16 15 12 8 0 0 7 7 10 12 12 0 16 4 16 8 11 11 8 8 8 16 15 16 13 7 16 15 0 split_gain=558.787 582.298 698.236 322.896 339.402 551.664 412.82 365.086 297.739 267.249 237.459 357.306 284.013 276.258 233.194 245.171 219.606 234.851 232.808 209.718 302.516 251.191 253.647 327.828 208.511 223.791 364.093 254.558 200.793 220.055 threshold=0.0039516663936978317 0.011770632586506163 2.5110576107184825 0.012737654556248415 0.62409468955209502 5.7473642581895774 6.9470755083959936 0.53056171181484701 -0.56742368842895974 0.32139748241618377 0.021776093267144501 0.022119946913754775 4.6585506865736699 0.010298215047806753 0.94375020229543694 0.0334969470111958 -2.4714591517391291 0.10507150642005873 0.026932519047644141 -0.091183445413108646 -0.66267540644499789 -0.46465112314632528 0.0079930544183343718 -0.1855845265815397 0.029503312157717492 -0.7117881948721031 2.9042639619822137 0.015627045093039419 2.3378411815249689 -0.79358245722153953 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 19 -4 5 8 -7 -8 -5 -9 12 -12 -6 -13 15 -3 17 18 24 20 -2 -22 23 -23 25 -16 27 -27 -17 -30 right_child=1 14 3 4 10 6 7 9 -10 -11 11 13 -14 -15 16 28 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0040721213146582167 0.02731149707706686 0.026329326543889017 -0.15878733296045347 0.064292792778681315 0.43506920819238926 -0.33579262132230014 -0.20856034122407438 0.52816149365901954 0.39245077163937525 0.065777496099472046 -0.29252642361590497 0.15409900421262579 0.030171042283376061 -0.0062980988654642482 -0.17687344377239544 0.0011649693059162607 -0.018820947602632296 -0.074430517765221665 0.39321737690218567 0.011182454386088588 0.20307074579998236 0.0047416429718335476 -0.0011614832650632301 0.47625005347975374 0.34647865318335019 -0.15631037632172759 0.4285533183426769 0.20800265960176204 0.2353109751828015 -0.10845887176416538 leaf_weight=73752 1029 6045 38 34 41 23 20 25 148 25 26 264 30 181 36 4388 4502 77 29 2818 217 30 188 29 26 44 27 34 20 270 leaf_count=73752 1029 6045 38 34 41 23 20 25 148 25 26 264 30 181 36 4388 4502 77 29 2818 217 30 188 29 26 44 27 34 20 270 internal_value=-5.13205e-10 0.0145338 0.0436093 0.126162 0.139415 0.229901 0.0317638 0.152532 0.331147 0.296969 0.0935045 0.0678057 0.263985 0.0888588 0.00484202 0.0130276 -0.01354 0.0735477 0.131682 0.0272366 0.0575385 0.124572 0.0556079 0.2365 0.0862657 0.0382832 0.112051 0.00249274 -0.00416114 -0.0847506 internal_weight=94416 20664 5166 855 817 275 93 70 182 50 542 471 71 445 15498 10723 4775 273 196 4311 1493 464 247 59 167 141 105 78 4678 290 internal_count=94416 20664 5166 855 817 275 93 70 182 50 542 471 71 445 15498 10723 4775 273 196 4311 1493 464 247 59 167 141 105 78 4678 290 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=31 num_cat=0 split_feature=16 16 15 8 8 15 0 10 10 10 12 13 7 12 16 12 12 7 7 11 12 13 10 15 10 12 10 7 16 4 split_gain=452.617 486.145 458.464 301.235 376.295 463.428 266.187 256.205 437.716 560.637 230.836 228.181 488.678 296.174 222.788 477.339 476.089 379.898 357.663 307.478 206.99 250.111 379.44 745.599 196.357 229.072 285.459 330.837 196.2 212.223 threshold=0.0039516663936978317 0.014622978315309483 4.0010959904159478 -0.22423270917632418 -0.76993394708016116 0.67354607796251675 1.8699781503795962 2.4210728624115885 1.8851525316308024 0.8999256817707727 0.0062412767327924305 -0.703722761325136 2.4184646661908888 0.12194802881711474 0.012153839019975366 0.028739129611000672 0.039226665832610912 0.24224180455658115 0.87417584786236902 -0.50676774208603892 0.038624921951042966 1.0162309425656109 0.24998061739249902 1.9053897050325386 -0.50712871739603538 0.49423100370951961 -0.52845492189707077 -0.034229339389701234 0.0079930544183343718 1.1598476722592352 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 -2 6 -6 8 9 11 -5 13 14 -4 16 -16 -13 -18 -19 -17 21 -3 -23 -24 25 -22 -27 -28 -7 -30 right_child=1 20 7 10 5 28 -8 -9 -10 -11 -12 12 -14 -15 15 19 17 18 -20 -21 24 22 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.0036649079832724724 0.027564178533598632 0.020465914759272941 0.15990384158588225 -0.08209261666803111 0.0045179616256595658 0.47498582764105363 0.2768667152896524 -0.20896018364212732 0.59802712582051754 -0.3611013351575188 0.01698382263869749 0.41429064430900531 0.5710082894563675 -0.17712205992804633 -0.31714700582836358 0.44581897121209368 -0.12766276978431865 0.5191975779003567 0.0090948268238987256 0.046747494876384743 0.0055030494179489076 0.0085584968118294202 -0.060757437581666796 -0.6035345014403849 -0.01732615639964551 0.042987086875379915 0.14938270270216222 0.63201771318912514 0.28680288189116426 0.12274075363354203 leaf_weight=73752 1647 5515 62 248 349 22 40 22 20 23 4542 74 30 45 28 26 47 27 28 75 803 257 99 34 5990 148 49 20 109 285 leaf_count=73752 1647 5515 62 248 349 22 40 22 20 23 4542 74 30 45 28 26 47 27 28 75 803 257 99 34 5990 148 49 20 109 285 internal_value=4.90318e-10 0.0130804 0.032882 0.0264462 0.0549519 0.110986 0.032523 0.124812 0.139952 0.12025 0.0118542 0.145297 0.185904 0.018164 0.148025 0.0481957 0.221195 0.0811063 0.259509 0.149479 0.00119949 0.014993 -0.062399 -0.199512 -0.0104198 0.0301384 0.1213 0.289277 0.184357 0.168128 internal_weight=94416 20664 7749 7242 2452 805 389 507 485 465 4790 442 335 107 305 129 176 102 55 101 12915 5905 390 133 7010 1020 217 69 416 394 internal_count=94416 20664 7749 7242 2452 805 389 507 485 465 4790 442 335 107 305 129 176 102 55 101 12915 5905 390 133 7010 1020 217 69 416 394 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=31 num_cat=0 split_feature=16 16 15 16 11 15 8 16 7 7 10 15 7 8 15 12 12 8 15 0 4 11 7 12 0 0 0 11 0 15 split_gain=366.62 420.933 278.415 302.629 443.69 419.123 387.002 316.811 382.605 425.862 326.472 387.418 475.55 278.033 308.058 246.205 290.905 233.775 338.713 265.013 230.633 220.398 267.989 214.202 213.74 285.527 211.885 357.637 204.4 257.781 threshold=0.0039516663936978317 0.022199687359965463 0.62268377365210192 0.0074499259215254588 2.9872824435802081 1.9053897050325386 0.60926228274068095 0.013753715261396739 3.1096425260565943 2.9556086030008086 2.4210728624115885 5.9737900640389032 1.8576232027570019 -0.51998359637069946 1.9053897050325386 0.79547135911478761 0.70778867922919375 0.58823117984599571 4.6153372974626601 0.71865861446722035 0.90464999981389849 0.57989309252216537 -0.7175080237140844 0.49423100370951961 3.7512060435604142 4.295612829368368 2.6422292576553237 -0.52108823338609189 1.6058400431912929 3.2160438033827625 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 -2 4 5 -4 7 10 9 13 11 15 23 24 -15 16 -5 20 -19 -20 -3 26 -23 -13 -9 -26 27 -16 -29 -30 right_child=1 17 3 6 -6 -7 -8 8 -10 -11 -12 12 -14 14 21 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0032984175020446802 0.0064030215935035675 -0.0080664690274419287 0.12800564217695576 0.090185372576522829 -0.2718970171534098 0.58944917347814352 0.0034854050789143234 -0.005188698196573787 -0.30563420548158537 0.42711467886412591 -0.24146502653757734 0.28722828090190888 0.65705410315153701 0.02069206956846141 0.43523882808107317 0.37415246175868172 -0.050052064709948857 0.018238629685521656 -0.032687212591585905 -0.53041119068861009 -0.06071035184338866 0.58760169036686427 0.17047748989912112 -0.12301724195480346 -0.48866810019720686 -0.031395919662382865 -0.074406047566578939 0.036203022465730705 0.060003066062927247 0.48391705688375697 leaf_weight=73752 5279 3983 314 1358 26 21 2755 710 34 27 30 35 26 852 33 28 166 3409 23 20 1052 20 67 20 22 36 65 195 32 26 leaf_count=73752 5279 3983 314 1358 26 21 2755 710 34 27 30 35 26 852 33 28 166 3409 23 20 1052 20 67 20 22 36 65 195 32 26 internal_value=1.72436e-10 0.0117724 0.0236877 0.0369156 0.126047 0.156932 0.0319934 0.0527601 0.02712 0.0325462 0.0854308 0.0914363 0.304643 0.0273697 0.05573 0.0803089 0.0749102 -0.0053235 0.0147206 -0.264187 -0.0190657 0.123886 0.266368 0.138048 -0.0202668 -0.204844 0.0885699 0.12561 0.0852234 0.250033 internal_weight=94416 20664 12177 6898 361 335 6537 3782 2119 2085 1663 1633 81 2058 1290 1552 1524 8487 3452 43 5035 438 87 55 768 58 351 286 253 58 internal_count=94416 20664 12177 6898 361 335 6537 3782 2119 2085 1663 1633 81 2058 1290 1552 1524 8487 3452 43 5035 438 87 55 768 58 351 286 253 58 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=31 num_cat=0 split_feature=16 16 15 12 8 0 0 7 15 11 11 4 16 15 8 11 11 16 12 4 16 16 7 7 0 12 12 0 16 8 split_gain=296.962 351.357 507.34 250.082 217.611 449.756 363.032 277.369 246.701 214.453 225.747 202.308 206.609 246.396 200.502 242.689 484.992 200.029 222.863 196.071 344.047 192.774 285.513 230.12 274.342 188.843 286.534 232.589 227.99 184.865 threshold=0.0039516663936978317 0.011770632586506163 2.5110576107184825 0.012737654556248415 0.62542298772270233 5.7473642581895774 6.9470755083959936 0.53056171181484701 5.9737900640389032 -0.3883118314716632 0.1474342141334567 1.0239744686358894 0.050158708888668559 0.34359891249950153 -2.2204144275117175 0.10507150642005873 0.074634225259667189 0.016119965731735426 0.03991437312583157 0.220396456386975 -0.0057947305125593497 0.029503312157717492 3.0306507706433705 1.7351859818665054 3.9931646150306155 0.021776093267144501 0.022119946913754775 4.6585506865736699 0.010298215047806753 -2.2204144275117175 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 2 -2 -4 5 9 -7 -8 -9 -5 29 12 13 -3 15 16 21 -15 -19 20 -1 22 23 24 -13 27 -27 -6 -28 -11 right_child=1 11 3 4 25 6 7 8 -10 10 -12 14 -14 17 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.012236162597168346 0.0192243694158293 -0.0019264246745603125 -0.14722190373822261 0.46541532190597579 0.38506047405847688 -0.32614288019637266 -0.19018745554611088 -0.01058294377511456 0.43946827074577072 -0.061033917723163481 0.44375073887182009 0.10073576157912612 -0.010827517055277637 0.074137542113399096 -0.021186474969882605 -0.073598561965756953 0.56693621751937007 0.050602009915029472 0.0006770397065299044 -0.021958068269889566 -0.0051969219887608841 0.323219018142957 -0.28083739042282108 0.31666684891238361 -0.29114706180989741 -0.26739849958282252 0.13324821917465834 0.018647106786568959 -0.012946310060816771 0.23044167993819875 leaf_weight=14296 4311 3287 38 46 41 24 20 21 29 31 33 80 3302 975 4021 90 22 1623 1991 5064 54392 26 25 33 23 26 264 30 179 73 leaf_count=14296 4311 3287 38 46 41 24 20 21 29 31 33 80 3302 975 4021 90 22 1623 1991 5064 54392 26 25 33 23 26 264 30 179 73 internal_value=-4.72126e-10 0.0105952 0.0331806 0.103549 0.115213 0.187272 0.00948042 0.124551 0.250447 0.278596 0.215868 0.0030667 0.0101695 0.0189724 -0.0153118 0.0636922 0.122813 0.0339419 0.0230977 -0.00296858 -0.00156858 0.0705628 0.0297612 0.0868565 0.0132279 0.0782494 0.0552405 0.230238 0.0741764 0.14356 internal_weight=94416 20664 5166 855 817 277 94 70 50 183 137 15498 11178 7876 4320 299 209 4589 3614 73752 68688 187 161 136 103 540 469 71 443 104 internal_count=94416 20664 5166 855 817 277 94 70 50 183 137 15498 11178 7876 4320 299 209 4589 3614 73752 68688 187 161 136 103 540 469 71 443 104 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=31 num_cat=0 split_feature=16 16 13 13 12 11 0 12 16 10 15 15 4 4 15 15 10 15 4 8 15 7 11 10 15 10 10 7 8 8 split_gain=240.539 295.795 248.665 233.811 522.263 230.939 389.205 222.902 229.412 368.174 443.542 202.769 214.028 195.902 215.934 183.15 179.142 336.757 315.708 327.007 183.684 236.625 178.496 172.052 369.613 474.165 357.843 175.326 169.354 168.353 threshold=0.0039516663936978317 0.024222171496760338 -0.63315021778917324 -0.66137923520355824 0.029647885677041571 -0.056894747099007763 3.7512060435604142 0.029758410063451968 0.010298215047806753 -0.4421442325545682 2.9381905080056581 2.3378411815249689 0.16174615266466716 3.4511195376773909 2.5110576107184825 1.252047473092831 -0.5146708965825707 2.7211774549633745 5.0933280419020077 -0.69555033576035763 1.4454822406642041 1.2454370983045198 -0.051805234511532496 -0.14859930282717326 5.9737900640389032 -0.40462634514438117 -0.37159219417973322 0.63325099385203742 0.35113340463199155 -0.36215233928912954 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 2 3 5 -5 16 22 -6 9 -9 -11 12 -3 14 -10 -1 17 -2 19 -19 -18 -22 -7 24 26 27 28 -26 -4 -21 right_child=1 11 23 4 7 6 -8 8 13 10 -12 -13 -14 -15 -16 -17 20 18 -20 29 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0022717789772344174 0.019596871202998106 0.019713494405984633 0.027532413701159539 -0.026431299332083644 0.3252017986459228 0.17039052326485371 0.27578723733145072 0.53740887313529295 0.064846681615881224 0.081678271684585149 0.47602886417332818 -0.05521692074761092 -0.015661246982913209 -0.12271209839964287 0.29744593780901701 -0.064764029051619196 0.014190601114811416 -0.10499378939469656 -0.17747464314103129 0.54793317593061008 -0.040915171778986029 -0.32113351821899416 0.028948657039774242 0.016882380088780916 -0.11052078902721406 0.564887331177791 -0.11067391590112846 0.23444211162053624 -0.037591726296637956 0.24993738668305535 leaf_weight=73280 774 2978 826 326 52 103 83 27 353 177 34 753 4018 48 45 472 1045 21 20 26 517 32 667 6421 34 24 391 26 773 70 leaf_count=73280 774 2978 826 326 52 103 83 27 353 177 34 753 4018 48 45 472 1045 21 20 26 517 32 667 6421 34 24 391 26 773 70 internal_value=-1.01371e-10 0.00953565 0.0188032 0.0380399 0.0789376 0.0251056 0.0700461 0.125609 0.110435 0.189715 0.145223 -0.00591024 -0.000603217 0.0681295 0.0911456 -0.00267172 0.0098025 0.0451762 0.18969 0.252453 -0.0104142 -0.0572485 0.0478688 0.0087942 -0.0162464 0.189227 -0.0249197 0.0389631 -0.00395036 0.330645 internal_weight=94416 20664 12915 4420 1062 3358 853 736 684 238 211 7749 6996 446 398 73752 2505 911 137 117 1594 549 770 8495 2074 84 1990 60 1599 96 internal_count=94416 20664 12915 4420 1062 3358 853 736 684 238 211 7749 6996 446 398 73752 2505 911 137 117 1594 549 770 8495 2074 84 1990 60 1599 96 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=31 num_cat=0 split_feature=16 12 12 15 12 16 4 7 15 8 15 7 16 11 4 10 15 4 0 10 12 15 0 13 10 7 15 10 13 7 split_gain=194.837 258.348 611.119 460.53 251.444 235.305 489.142 192.634 209.484 201.97 229.791 220.099 175.451 196.114 263.993 235.855 179.259 194.653 468.16 218.54 169.245 169.217 228.123 515.977 348 186.436 263.37 159.596 327.36 294.347 threshold=0.0039516663936978317 0.038624921951042966 0.029647885677041571 5.9737900640389032 0.26995246270803586 0.011050981446366827 3.1920118449839001 0.53056171181484701 1.9053897050325386 -0.50029333997403935 4.6153372974626601 0.45551954417228457 0.013340596364116662 3.0341857948765485 -0.13157421720016962 -0.52845492189707077 1.5226986416159061 2.2316131215311112 2.9043510434147088 0.37588527299607516 0.32751110705310243 2.9381905080056581 3.9931646150306155 1.6846537477705146 -0.10187763080927045 1.4508156623789008 1.2012321049714914 0.24998061739249902 1.0726889773943811 1.1190502896433621 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 27 5 -3 -4 -7 8 -6 10 -10 20 21 16 -15 -16 -14 -18 -19 -20 -11 25 -23 24 -24 -9 -27 -2 -29 -30 right_child=1 4 3 -5 7 6 -8 12 9 11 -12 -13 13 14 15 -17 17 18 19 -21 -22 22 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.0024045468521481381 0.012723446146958698 -0.020072640246144718 0.13113928069738118 0.52880156541412526 -0.0087819413474657035 0.059489950998187741 -0.25076486960334599 0.1014889199521242 0.002985804518969844 0.29902815302567826 -0.27188655287027358 0.38608636338086355 0.036669220733560444 0.34595336098046531 -0.15949572632089259 0.27826230198144913 -0.083239892118477404 0.48448647463863548 -0.30520774166692388 0.10974148710568746 0.048431991968143302 0.50454430303403308 0.045378165066242218 -0.28596627882548742 0.57848241950074841 0.037648581974861921 -0.37662151892270362 0.011364812163015207 -0.10594986044539663 -0.50317876154468177 leaf_weight=73752 6974 4449 444 22 4239 1233 53 272 196 28 36 21 777 42 32 20 301 22 22 30 719 21 25 21 24 57 21 375 167 21 leaf_count=73752 6974 4449 444 22 4239 1233 53 272 196 28 36 21 777 42 32 20 301 22 22 30 719 21 25 21 24 57 21 375 167 21 internal_value=-2.49905e-10 0.00858208 0.0209554 0.0741553 -0.00152217 0.0683736 0.0467034 0.010394 0.000930303 0.0421005 -0.0396668 0.066801 0.0397834 0.0205976 0.159483 0.00887275 0.00926489 -0.0475169 0.0977889 -0.065814 0.0578252 0.0939911 0.215474 0.128753 0.30649 0.0624054 -0.0738857 0.00858893 -0.0426262 -0.150321 internal_weight=94416 20664 9289 1752 11375 1730 1286 6926 5239 1000 232 768 1687 1246 94 52 1152 375 74 52 747 441 91 70 49 350 78 7537 563 188 internal_count=94416 20664 9289 1752 11375 1730 1286 6926 5239 1000 232 768 1687 1246 94 52 1152 375 74 52 747 441 91 70 49 350 78 7537 563 188 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=31 num_cat=0 split_feature=16 16 15 8 12 12 15 10 15 8 16 8 8 15 0 0 12 15 16 4 7 0 13 7 16 12 11 11 16 15 split_gain=157.818 239.492 235.366 316.908 223.593 430.809 371.25 196.57 184.963 335.959 290.252 232.686 230.129 431.878 398.072 351.837 433.944 306.084 271.324 220.691 239.81 212.06 206.122 205.7 231.521 263.357 789.621 182.049 180.169 168.697 threshold=0.0039516663936978317 0.045490510837643112 2.0266215951366271 -0.37632064705168439 0.038624921951042966 0.029647885677041571 4.0010959904159478 -0.4421442325545682 0.62268377365210192 0.41010686597461005 0.0068417697626804198 0.58823117984599571 -0.87885277785261584 5.9737900640389032 4.6585506865736699 3.3076153291983785 0.027105824789602596 2.1621156136613506 0.011425953847343134 2.2316131215311112 0.87417584786236902 2.4910051504864472 -1.0122255944966294 -1.2546519605240041 0.012963555824462221 0.023863776121563453 -0.11946581361561541 -0.52248535448853595 0.041787447695328113 0.93498380291082472 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 5 8 -7 -8 -2 12 -11 -12 13 14 18 16 28 -18 27 -13 21 -21 -22 -23 -25 26 -26 -10 -14 -29 right_child=1 2 3 -5 -6 6 7 -9 9 10 11 19 15 -15 -16 -17 17 -19 -20 20 22 23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.0021640919110265237 -0.0053107298530082805 -0.0065269275424889783 -0.20224600551836192 -0.012123622659977826 0.002665021703215515 0.064496257583075131 0.074599533189426775 0.44674561768770221 -0.11418667875585103 0.23636598214507104 -0.096681389668263687 0.049643814378726087 0.12820934449817148 0.40622207543679645 -0.40349903637948242 0.3867462513650336 -0.0065773465499053899 -0.39940969985723496 -0.012954969647511536 -0.22889992842849877 -0.045395268003145861 0.2341031687269951 0.34495776274031209 -0.011381490251211369 -0.77045553993919624 0.011260868204717941 -0.041539525843801953 -0.022080478087688486 -0.16956276673646201 0.28156284020318617 leaf_weight=73752 2677 3698 150 211 9223 1365 22 40 21 51 242 708 627 28 23 41 96 25 490 56 24 29 31 552 23 47 42 24 21 77 leaf_count=73752 2677 3698 150 211 9223 1365 22 40 21 51 242 708 627 28 23 41 96 25 490 56 24 29 31 552 23 47 42 24 21 77 internal_value=-8.15671e-12 0.00772387 -0.0140506 -0.0911218 0.0130465 0.0260171 0.0753668 0.314694 0.0141914 0.0301179 0.00119775 -0.0056401 0.0655565 0.0218677 0.0049198 0.101317 0.0860985 -0.0877411 0.0202689 0.00893132 -0.02692 -0.0417194 0.174622 -0.0265937 -0.0379796 -0.16907 -0.299464 0.153709 0.118559 0.20941 internal_weight=94416 20664 4059 361 16605 7382 1427 62 5955 3278 1805 1754 1473 663 635 810 769 121 612 1512 804 749 55 693 664 112 65 122 648 101 internal_count=94416 20664 4059 361 16605 7382 1427 62 5955 3278 1805 1754 1473 663 635 810 769 121 612 1512 804 749 55 693 664 112 65 122 648 101 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=31 num_cat=0 split_feature=11 11 0 7 8 12 13 0 16 12 7 7 0 15 0 15 8 13 7 13 13 11 11 7 10 15 7 11 0 7 split_gain=133.542 318.657 269.648 266.196 258.298 217.303 331.144 218.864 210.017 206.224 187.715 597.991 195.477 165.575 186.197 259.944 317.643 161.077 160.501 186.241 205.975 255.943 380.103 210.159 266.828 191.906 190.813 197.842 229.98 187.545 threshold=-0.36216570798306463 -0.21721439360447908 2.4910051504864472 -0.89918906116449848 -4.8968963463420794 0.50110807664172319 1.6846537477705146 2.6422292576553237 0.0079930544183343718 0.026147946774045302 2.2920778575297311 1.2967817393231147 5.0618149723573396 0.064145515417584106 2.9043510434147088 4.6153372974626601 -0.85361551480275111 -0.049078405096301458 -0.53977657403433155 1.3993390360465512 -0.28028750010935993 -0.055397831632103191 -0.10210159419952329 -0.36204512435457864 -0.67693167675903798 3.5353796731623546 2.7502300389264271 3.0674173182418287 5.0618149723573396 0.50686418519087983 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 13 4 9 -3 6 18 -7 -9 -4 11 12 -10 -2 15 -15 -17 -16 -5 20 21 22 25 -23 -25 -20 27 28 -22 -26 right_child=1 2 3 5 -6 7 -8 8 10 -11 -12 -13 -14 14 17 16 -18 -19 19 -21 26 23 -24 24 29 -27 -28 -29 -30 -31 leaf_value=0.0043182422393911648 -0.012743710333219289 0.3411605162038045 0.48764787346124649 -0.092397561041932363 -0.0015732322538454903 0.42415174068439576 -0.38264179456801645 0.27981615349650385 0.060806643228055138 0.12951210984596756 -0.19965050518512728 0.59167543545365342 -0.26001061136307929 -0.046967527189256363 0.23666436515748501 -0.045764139753121602 -0.56205280204726893 -0.0014649717327283353 0.030340210557475968 0.2446617253526347 -0.10268708148764238 0.40839160342108127 -0.12075165309689262 -0.1254576289988294 0.052900760678144601 0.28740203969180583 0.19007664681835609 0.10097245784669087 -0.44491462067321497 0.22484960278920962 leaf_weight=40725 5620 22 20 114 44507 21 21 45 109 82 28 20 23 2044 40 26 22 98 106 40 72 22 165 49 143 40 22 29 27 114 leaf_count=40725 5620 22 20 114 44507 21 21 45 109 82 28 20 23 2044 40 26 22 98 106 40 72 22 165 49 143 40 22 29 27 114 internal_value=6.33742e-11 -0.00327542 -8.74132e-05 0.0445939 -0.0014039 0.0315159 0.0101083 0.115406 0.0865898 0.199735 0.0382832 0.0821131 0.00490667 -0.0218921 -0.0449478 -0.0523693 -0.282396 0.067558 0.0188546 0.0341534 0.0234812 0.0482363 -0.0167585 0.109862 0.0883995 0.100768 -0.0819752 -0.128734 -0.196022 0.129174 internal_weight=94416 53691 45841 1312 44529 1210 964 246 225 102 180 152 132 7850 2230 2092 48 138 943 829 789 639 311 328 306 146 150 128 99 257 internal_count=94416 53691 45841 1312 44529 1210 964 246 225 102 180 152 132 7850 2230 2092 48 138 943 829 789 639 311 328 306 146 150 128 99 257 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=31 num_cat=0 split_feature=13 15 12 12 15 12 15 12 16 0 0 11 15 13 8 16 16 13 7 15 13 13 7 10 13 16 0 13 13 4 split_gain=130.056 299.826 136.76 376.374 389.649 281.227 267.668 198.82 139.473 112.817 226.461 231.508 374.155 267.983 344.054 196.154 228.406 370.207 196.855 189.665 272.558 325.534 357.877 186.377 184.36 180.504 153.932 227.789 151.195 143.56 threshold=2.9361401864749186 1.6950513637288724 0.036979336642265638 0.029647885677041571 4.0010959904159478 0.23135489087604397 -0.12899552759858915 0.029758410063451968 0.012153839019975366 2.4910051504864472 3.3076153291983785 -0.17455230279770104 3.2160438033827625 -0.44663706701555778 0.23158830788543519 0.014622978315309483 0.021385162872545493 1.3106192670299122 -0.20801120129879289 4.6153372974626601 1.821093998606709 0.57128785855792252 0.87417584786236902 -0.47958046251293235 -0.41471139255881279 0.011425953847343134 1.9728105432544318 0.50777256937555615 -0.64928108488310754 2.395414070675852 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 6 -4 -5 -8 -6 26 11 13 -13 -11 -15 19 17 18 -17 23 21 22 24 -12 -21 -25 29 28 -28 -7 right_child=1 -3 5 4 8 9 7 -9 -10 10 15 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.00039273140946398215 0.028721882967269324 0.35660399396357867 -0.013469563813107181 0.0082282018562102911 0.45601344635853408 0.0013807466702969022 0.15286590351249305 0.041212403912937297 0.14195122064857355 0.16140414141118528 -0.26458173471753699 0.10301536379127407 0.45352180691865779 -0.25667937411503361 0.12876695335842669 -0.26487196073509178 0.079190430456870478 -0.55548973135326218 0.12813649415969849 0.10663381297798719 -0.19528129726648333 0.5692194736003876 -0.2468414024822414 0.040675713240754294 0.48926054835319521 -0.13991134923064349 -0.084604320867539773 -0.14248701367380465 0.088930441322736448 0.26938388563692567 leaf_weight=34599 728 29 18946 4565 26 31540 171 2368 31 72 26 139 39 55 40 26 38 23 25 34 20 20 20 343 20 66 91 184 112 20 leaf_count=34599 728 29 18946 4565 26 31540 171 2368 31 72 26 139 39 55 40 26 38 23 25 34 20 20 20 343 20 66 91 184 112 20 internal_value=3.51012e-10 0.0412828 -0.000333668 0.00392628 0.024794 -0.00376139 0.0227045 0.0487322 0.285208 0.00182022 0.034793 0.100466 0.179812 0.0158947 -0.0943862 0.000515742 -0.120092 -0.222426 -0.0722208 0.0251206 0.139936 0.211259 0.114513 -0.00496898 0.248347 0.0115345 0.000781921 -0.0619028 0.011139 0.00155058 internal_weight=94416 757 93659 41760 7161 51899 7104 2539 57 32953 1006 345 178 167 95 661 112 74 51 549 114 94 74 435 54 409 31947 387 203 31560 internal_count=94416 757 93659 41760 7161 51899 7104 2539 57 32953 1006 345 178 167 95 661 112 74 51 549 114 94 74 435 54 409 31947 387 203 31560 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=31 num_cat=0 split_feature=16 16 15 16 0 7 7 15 7 7 10 11 7 0 13 4 15 13 4 16 15 10 8 16 15 0 11 8 7 4 split_gain=112.66 192.056 203.423 197.254 235.015 191.176 211.254 207.366 575.407 658.946 700.05 324.684 223.092 218.978 213.572 169.465 247.981 192.999 162.751 285.651 167.452 160.782 170.923 148.498 188.733 238.463 153.74 146.936 146.781 145.992 threshold=0.0039516663936978317 0.024222171496760338 -0.08668282381967761 0.0068417697626804198 0.8779480073517697 0.73594027588922806 3.1096425260565943 4.6153372974626601 0.9136717255689808 1.7351859818665054 0.3185765886259439 -0.091323802837811024 1.5140090667094797 3.7512060435604142 0.50777256937555615 0.54395063192170612 4.6153372974626601 -0.4557106797558958 0.20189271146154239 -0.0057947305125593497 2.3378411815249689 -0.12904358034974897 -3.6708949610938011 0.013340596364116662 1.7904346762920398 0.53618152515010997 0.58767705295006889 0.43747153006006062 0.9136717255689808 4.0962728786227762 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=18 2 -2 -4 23 -6 7 12 -9 10 13 -11 28 -10 -13 16 -3 -18 19 20 -1 22 -17 24 26 -26 -5 -28 29 -7 right_child=1 15 3 4 5 6 -8 8 9 11 -12 14 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.012626530168596099 -0.01526491014507308 0.0065785175848742591 0.086995508049850373 0.075481212816139967 -0.0013489687228735016 -0.034414627522108013 -0.17946038979750414 0.646394647090208 -0.11442201942205431 0.55562641243139899 -0.46452904804186385 -0.09228927330537276 -0.083805286850183069 0.32214672973862402 0.33906517202655473 0.23810046538710594 -0.45782510991673919 -0.056785761614640551 -0.018620371329206128 -0.0038028367097381957 -0.25741853390050973 -0.0017015842861450158 -0.056539328666919242 0.025796785932015023 0.024396078288555147 0.37878630223662357 0.15087074568638437 -0.12363246069886746 0.10044941141182542 0.25014446020126341 leaf_weight=14046 2007 5152 415 685 5760 183 39 21 20 30 33 22 131 27 24 20 20 30 5353 54330 23 1262 1265 2966 34 43 26 78 351 20 leaf_count=14046 2007 5152 415 685 5760 183 39 21 20 30 33 22 131 27 24 20 20 30 5353 54330 23 1262 1265 2966 34 43 26 78 351 20 internal_value=-8.336e-11 0.00652591 0.0139935 0.0193769 0.0167026 0.00535139 0.0481861 0.0584856 0.154974 0.0888209 -0.111499 0.299684 0.0335537 0.136373 0.132765 -0.00592014 0.00442761 -0.217202 -0.00182844 -0.000514284 0.0121851 -0.0270544 -0.0519535 0.0364338 0.0728651 0.222302 0.0582813 -0.0550067 0.0613046 -0.00637925 internal_weight=94416 20664 12915 10908 10493 6661 901 862 177 156 80 76 685 47 46 7749 5202 50 73752 68399 14069 2547 1285 3832 866 77 789 104 554 203 internal_count=94416 20664 12915 10908 10493 6661 901 862 177 156 80 76 685 47 46 7749 5202 50 73752 68399 14069 2547 1285 3832 866 77 789 104 554 203 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=31 num_cat=0 split_feature=13 15 12 12 15 15 12 12 4 10 16 15 7 7 13 7 11 16 4 8 15 7 4 4 15 0 15 13 7 12 split_gain=103.606 238.854 113.132 305.173 313.309 232.385 225.394 190.264 109.894 300.432 217.42 266.293 150.602 301.598 246.762 191.748 156.695 164.739 174.573 140.517 167.447 201.035 161.998 139.377 134.438 129.59 126.012 125.015 108.813 196.433 threshold=2.9361401864749186 1.6950513637288724 0.036979336642265638 0.029647885677041571 5.9737900640389032 -0.08668282381967761 0.23135489087604397 0.029758410063451968 0.70579657094236981 -0.84144174856298537 0.0079930544183343718 1.6100758957019139 3.0582978850379985 2.7502300389264271 -0.703722761325136 -0.41338976537317401 1.0000000180025095e-35 0.015134226967406766 2.5664086052792845 -0.091183445413108646 0.39058320478146308 2.9556086030008086 1.823504758130053 6.241827638543902 2.0266215951366271 1.4677220253103862 2.0266215951366271 -0.64692866676524219 -0.53977657403433155 0.03991437312583157 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 5 -5 8 -7 -4 -10 11 19 13 14 15 26 17 18 -17 20 21 22 -11 27 -19 -18 -12 -16 29 -29 right_child=1 -3 6 4 -6 7 -8 -9 9 10 12 -13 -14 -15 23 16 25 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00031239364714878481 0.025635417676140596 0.31828617485689709 -0.0092108565170872948 0.0082799257897001408 0.41761005030944942 0.14836492984363919 0.0015815287287771135 0.038676071211652313 0.34443583488464358 0.1304228428835896 0.042237136024300771 0.32026186698309056 -0.31643164122388479 0.33912170946598058 -0.20767410842080911 -0.087700136166919643 -0.014490747769794813 -0.048320585701053277 -0.3858658636057819 -0.03417142739245755 -0.021439267664349504 -0.02485680522827002 0.50998699687745264 -0.31444158513584863 0.23879273860227493 0.26765014198091297 0.23909237188100818 -0.16822389165560406 -0.082251278979733 0.00085391566024606985 leaf_weight=34599 728 29 16553 4705 20 170 32953 2266 21 22 93 29 21 20 60 72 41 73 27 279 70 26 23 23 21 27 50 81 861 453 leaf_count=34599 728 29 16553 4705 20 170 32953 2266 21 22 93 29 21 20 60 72 41 73 27 279 70 26 23 23 21 27 50 81 861 453 internal_value=1.40993e-10 0.0368466 -0.000297813 0.00357669 0.0223672 0.0212602 -0.0034154 0.0463309 -0.0121066 -0.0321372 -0.0354712 0.0271843 -0.0501005 -0.04716 -0.051265 0.017994 -0.0330004 -0.0789925 -0.169018 0.00694798 0.0883119 0.196517 0.324422 -0.0701964 0.0158218 0.0975358 0.111068 -0.0663355 -0.0602564 -0.0247927 internal_weight=94416 757 93659 41760 7161 7141 51899 2436 18946 2393 2372 449 1923 1902 1882 404 261 193 99 420 141 71 45 1478 94 68 143 1455 1395 534 internal_count=94416 757 93659 41760 7161 7141 51899 2436 18946 2393 2372 449 1923 1902 1882 404 261 193 99 420 141 71 45 1478 94 68 143 1455 1395 534 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=31 num_cat=0 split_feature=16 15 16 15 16 4 4 15 16 12 12 15 16 4 13 10 16 15 16 12 8 4 15 7 7 7 0 15 16 10 split_gain=99.0513 236.583 150.383 155.965 240.718 193.296 142.029 170.706 166.682 139.377 272.545 245.613 167.137 442.878 156.469 159.017 159.283 551.549 153.088 148.285 143.265 162.848 128.975 147.971 127.619 164.21 158.988 230.109 307.107 275.192 threshold=0.1225967522113595 2.9381905080056581 0.0039516663936978317 0.57662158818994047 -0.011690648152716024 -0.033823710996323468 -0.091847559681015531 -0.13578135367922847 -0.0017674111400842302 0.038624921951042966 0.029647885677041571 5.9737900640389032 0.010298215047806753 3.1920118449839001 1.0162309425656109 0.24998061739249902 0.014178812385592455 1.9053897050325386 0.011050981446366827 0.029881214937241562 -4.8968963463420794 2.7468271404786795 2.5110576107184825 0.16325004914335758 0.53056171181484701 0.50686418519087983 5.7473642581895774 1.9053897050325386 0.0088157159391104543 -0.84144174856298537 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 4 5 -1 8 -8 -6 10 14 12 22 19 -4 20 18 -18 -17 -14 21 -16 -12 -24 25 26 27 -11 -29 -30 right_child=1 -3 9 -5 6 -7 7 -9 -10 24 11 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.029304826809931156 -0.019371696451182491 -0.27891043126583098 0.013573712621632495 -0.024788126856473264 0.0092966653681973866 0.00054283776134004104 -0.0057296662341450293 -0.037375006690986985 -0.0041239027270946922 -0.010845452977324152 0.081648929198122319 0.38647100288759578 0.1402782639299209 -0.20323619538545612 0.35887799574570223 -0.12760284446542047 -0.049975222069770099 -0.51166670752896204 0.17826300996045275 0.033689786032402878 -0.02622826248757705 -0.021681498315023341 0.3995460802316666 0.096889406655515944 0.020311303372415598 -0.17929672962744481 -0.11073783547550008 0.25219981129907193 0.39162129966542125 0.018132269754170857 leaf_weight=4450 1440 36 6408 2801 11898 4920 5577 2455 41651 6361 310 22 150 75 22 36 92 36 30 1005 319 23 30 35 2511 54 138 61 20 1450 leaf_count=4450 1440 36 6408 2801 11898 4920 5577 2455 41651 6361 310 22 150 75 22 36 92 36 30 1005 319 23 30 35 2511 54 138 61 20 1450 internal_value=2.70158e-11 -0.0257019 0.000408178 -0.00164358 -0.00072988 0.0142025 -0.00300195 -0.0154021 -0.001142 0.00829442 0.0177581 0.0546087 0.0500598 0.0322417 0.00915111 -0.0416375 -0.11476 -0.179826 0.0114271 0.0475324 -0.00266531 0.16437 0.108503 0.236577 0.000619001 -0.00549769 -0.00432893 -0.00246826 0.0323373 0.0232138 internal_weight=94416 1476 92940 73752 70951 9370 61581 8032 53549 19188 8593 1627 1605 1230 6966 558 194 128 66 1155 364 45 375 65 10595 8084 8030 7892 1531 1470 internal_count=94416 1476 92940 73752 70951 9370 61581 8032 53549 19188 8593 1627 1605 1230 6966 558 194 128 66 1155 364 45 375 65 10595 8084 8030 7892 1531 1470 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=31 num_cat=0 split_feature=10 10 8 4 4 4 7 7 12 12 10 16 12 10 13 10 10 15 15 13 0 16 15 12 13 8 12 16 10 0 split_gain=86.1654 243.583 173.469 468.487 211.666 138.27 411.597 375.273 166.968 344.588 136.104 223.231 174.918 301.503 326.411 246.366 235.302 145.115 136.806 135.456 154.906 346.207 259.792 203.831 270.536 191.756 154.228 147.533 145.02 346.766 threshold=-0.10187763080927045 -0.43344400223309232 -4.8968963463420794 3.7589647809662083 0.78734939236928325 6.241827638543902 1.7351859818665054 0.9136717255689808 0.028481239376043289 0.24734408544341691 -0.0019920087182990188 0.0039516663936978317 0.028395275964390808 -0.002043972551277131 0.15558197115799002 -0.033230932976965742 -0.002009329995958248 4.6153372974626601 2.9381905080056581 -0.40799019793634012 1.6844765789191083 0.013340596364116662 1.9053897050325386 0.022979581030280204 -0.4862921152881462 0.52403105081455059 0.023839215146805523 0.0099337388579404853 -0.028467581620640062 2.0776592575581865 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 3 -3 -4 10 7 8 -7 -10 11 -2 19 14 15 18 -15 -16 -14 20 22 23 -13 24 27 -24 -23 -22 29 -21 right_child=5 2 4 -5 -6 6 -8 -9 9 -11 -12 12 13 16 17 -17 -18 -19 -20 28 21 26 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0021321403481111443 0.0040486766660889906 0.39021614415420069 -0.009272816810011927 -0.12014822219099318 -0.044214926158640928 -0.093839946668595076 0.49883156337521295 -0.23240082019106734 0.5161204330921173 0.0428528992459178 -0.0014102721426048435 0.0040469804545166669 0.06580276428994819 0.54255805684342273 0.016263841462517928 0.27789652395239545 0.13418362598519687 0.22878333149534283 0.30960564994812012 0.064585431840236268 0.12459344709428347 -0.40429848490548992 0.41096429510840349 -0.067380405286892625 -0.14698374012002238 0.029930261611938475 -0.11849835932981678 0.45587866365909574 0.0005945074038311123 0.42482089120894673 leaf_weight=32482 13379 37 14556 35 1968 22 22 38 25 40 28307 1001 290 21 1219 84 43 33 25 162 41 35 28 191 27 25 41 20 187 32 leaf_count=32482 13379 37 14556 35 1968 22 22 38 25 40 28307 1001 290 21 1219 84 43 33 25 162 41 35 28 191 27 25 41 20 187 32 internal_value=-1.08516e-10 -0.00290356 -0.0127595 0.142122 -0.0134344 0.00314308 0.0999708 0.0297713 0.144283 0.224879 0.00282812 0.00993402 0.0323991 0.0552218 0.0469665 0.12573 0.268181 0.0218654 0.0851522 0.0105326 -0.00377211 -0.0609048 0.0154709 -0.00936313 0.116561 0.231231 -0.250117 0.233212 0.0634338 0.124006 internal_weight=94416 49078 16596 72 16524 45338 147 125 87 65 45191 16884 3505 1715 1651 399 64 1252 315 1790 1409 355 1054 279 88 53 76 61 381 194 internal_count=94416 49078 16596 72 16524 45338 147 125 87 65 45191 16884 3505 1715 1651 399 64 1252 315 1790 1409 355 1054 279 88 53 76 61 381 194 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=31 num_cat=0 split_feature=13 15 4 16 15 16 15 13 13 0 15 7 4 4 10 15 0 16 10 15 11 15 8 7 10 16 0 7 12 15 split_gain=84.4718 193.417 84.5299 84.3582 176.429 119.064 142.574 138.409 190.985 184.785 176.733 181.676 150.913 298.771 156.913 139.626 159.575 243.135 273.691 305.758 219.797 313.13 304.427 367.254 293.697 364.381 285.502 345.27 301.722 272.245 threshold=2.9361401864749186 1.252047473092831 1.1598476722592352 0.081953157653749081 0.75628144396805252 0.0039516663936978317 1.252047473092831 -0.91947310870650767 -0.88620319532526792 3.3076153291983785 2.9381905080056581 1.8852703171516298 0.063926795207522827 0.94375020229543694 -0.52377199075844938 0.017556437761301742 0.8416542216312396 0.011770632586506163 2.4210728624115885 4.0010959904159478 3.0341857948765485 2.5110576107184825 -2.2204144275117175 1.2454370983045198 -0.56421469962483173 0.016119965731735426 3.499165864945621 1.4231685479842726 0.20482903813754513 4.6153372974626601 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 5 -5 6 -1 10 9 -9 11 -7 -12 -14 -15 -10 -17 18 19 -18 21 -19 24 -24 25 -23 28 -28 -26 -22 right_child=1 -3 -4 4 -6 7 -8 8 15 -11 12 -13 13 14 -16 16 17 20 -20 -21 29 22 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.0012553841179721325 0.026998295975914351 0.23433394867512916 -0.16391900976498922 0.0015960897044002135 -0.057488054931352651 0.016016223067417741 -0.056568787540239633 -0.049553688542675903 -0.014348312805651671 -0.31187596986691157 -0.11318074598394592 0.23943153434508557 0.39901379691702982 0.32065712523460393 0.054705745509032601 0.022785702672231005 0.015872889344312146 -0.0043468800626742582 -0.32980580438267104 0.14696107796932523 0.037809226064287556 -0.47405119779564092 -0.074155643595899073 -0.31792173150426417 0.081003509498224033 0.11504127354848953 -0.22772043039267131 0.25334550678730011 0.49442903860922788 0.36837959097964423 leaf_weight=72668 688 45 24 1406 789 2235 469 256 2908 30 29 37 35 25 197 5479 2801 2789 22 190 226 21 797 67 41 21 37 25 31 28 leaf_count=72668 688 45 24 1406 789 2235 469 256 2908 30 29 37 35 25 197 5479 2801 2789 22 190 226 21 797 67 41 21 37 25 31 28 internal_value=5.01002e-11 0.0332705 0.0205629 -0.000268909 -0.0196419 0.000196014 -0.00161009 0.00740357 0.00390344 -0.07707 0.0289804 0.0196546 0.103065 0.127467 0.0846552 0.00539917 0.00996582 6.72659e-05 0.0216153 0.0242001 -0.0158338 -0.0218096 -0.06864 -0.0930588 0.0512342 -0.179505 0.123555 -0.0337422 0.259006 0.0742501 internal_weight=94416 757 712 93659 2195 91464 73137 18327 15769 286 2558 2272 286 257 222 15483 12575 7096 3013 2991 4083 3829 1040 864 176 42 134 62 72 254 internal_count=94416 757 712 93659 2195 91464 73137 18327 15769 286 2558 2272 286 257 222 15483 12575 7096 3013 2991 4083 3829 1040 864 176 42 134 62 72 254 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=31 num_cat=0 split_feature=11 11 7 15 0 7 8 7 12 13 8 16 10 10 10 10 15 0 10 4 10 12 13 16 15 15 8 16 0 7 split_gain=81.4846 193.806 153.696 202.327 146.703 209.645 190.269 166.68 148.556 349.748 382.772 184.782 148.769 346.126 142.746 188.509 284.687 243.778 328.062 160.588 152.154 228.854 210.413 216.298 320.853 181.834 173.407 245.643 167.712 166.508 threshold=-0.39040751312532962 -0.21721439360447908 0.50686418519087983 4.6153372974626601 2.4910051504864472 -0.87154194676987029 -4.8968963463420794 -0.53977657403433155 0.70983952062147593 1.821093998606709 -0.45380358012815619 0.012963555824462221 2.127148101809806 1.8892923169913911 0.8999256817707727 -0.10187763080927045 1.7904346762920398 3.499165864945621 0.3185765886259439 3.7589647809662083 -0.5138468986596324 0.21064998915516017 -0.35388458122543537 0.013753715261396739 3.5353796731623546 4.6153372974626601 -1.1046356783142046 0.0095796324183768673 5.0618149723573396 -0.026330163848378909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 6 -6 -3 -7 12 -10 11 -11 13 14 15 20 -17 -18 -19 -16 22 -22 23 24 -9 -25 27 -23 -26 -28 right_child=1 4 -4 -5 5 7 -8 8 9 10 -12 -13 -14 -15 19 16 17 18 -20 -21 21 26 -24 25 28 -27 29 -29 -30 -31 leaf_value=0.0034171323881204961 -0.0081078090556343432 0.29308045880699679 -0.041680155798123501 -0.28241595305778361 0.16714228134880837 -0.084504487135104445 -0.0010769177389246183 0.064067144743684273 0.51328633360209919 0.052954529211498229 0.33195570121208828 -0.34587015726027037 -0.20478942080267837 0.43055185164724086 0.02885787083456914 -0.085777259286906993 0.49753733561546715 0.38531009910198361 -0.10798795080544162 -0.3041315492009744 -0.11496105045080185 -0.0021830650046467783 -0.091701863861725297 0.056396940504782833 0.45129819672841293 -0.3222992919740223 -0.19040172165259719 0.40738037029902147 0.12707794495961733 0.062240823388099678 leaf_weight=40126 6545 22 1877 27 107 133 44507 198 21 26 30 21 28 21 30 36 27 26 28 28 180 32 79 32 39 21 40 27 27 75 leaf_count=40126 6545 22 1877 27 107 133 44507 198 21 26 30 21 28 21 30 36 27 26 28 28 180 32 79 32 39 21 40 27 27 75 internal_value=-1.30342e-10 -0.00252562 -0.0164427 -0.00923476 3.94544e-05 0.0329964 -0.000931586 0.0210847 0.0341848 0.151543 0.0528859 -0.125244 0.0223767 0.0291004 0.0199864 0.0301469 0.148205 0.252196 0.129526 -0.131896 0.0117299 -0.0359084 0.0543157 0.0907049 0.127716 -0.0936525 0.0458701 0.185244 0.318663 -0.0256348 internal_weight=94416 54290 8449 6572 45841 1312 44529 1205 1072 98 77 47 974 946 925 867 117 81 54 58 750 354 396 317 264 53 174 59 66 115 internal_count=94416 54290 8449 6572 45841 1312 44529 1205 1072 98 77 47 974 946 925 867 117 81 54 58 750 354 396 317 264 53 174 59 66 115 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=31 num_cat=0 split_feature=12 0 12 12 12 15 13 8 0 15 11 0 12 15 7 15 7 4 15 10 16 16 4 15 0 8 7 0 16 15 split_gain=77.3036 378.905 71.5791 179.048 141.482 139.967 116.427 221.918 140.502 124.319 363.259 115.889 338.841 220.101 338.623 179.005 159.492 157.683 138.056 125.888 111.83 173.172 612.436 137.404 170.235 131.843 103.527 100.357 129.301 114.81 threshold=0.83937410149447877 1.5292198288923957 0.04257923888706016 0.23135489087604397 0.029647885677041571 5.9737900640389032 -0.84654814705267933 -3.6708949610938011 5.7473642581895774 2.7211774549633745 -0.10210159419952329 3.0858199720173602 0.2007764773024967 3.2160438033827625 3.0819954116619659 4.0010959904159478 1.2217395716805524 4.0962728786227762 3.5353796731623546 -0.40462634514438117 0.0039516663936978317 0.011050981446366827 3.1920118449839001 2.7211774549633745 3.9931646150306155 0.62121674881818156 -0.38574265097854571 0.27405973939072487 0.031384355455090863 2.3378411815249689 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 6 -1 20 7 -4 11 -9 -11 13 17 -8 16 -14 18 -13 -15 -20 -6 23 27 -22 -25 -24 -21 -23 -29 -30 right_child=1 -3 3 -5 5 -7 8 9 -10 10 -12 12 15 14 -16 -17 -18 -19 19 26 21 22 25 24 -26 -27 -28 28 29 -31 leaf_value=-0.00055928021034925537 0.018535749514490073 0.40213693418988483 0.32342117748815907 0.0012371636025107083 0.0066178876823786677 0.2356726884841919 -0.015008367521581252 0.00075168004100214928 -0.22853380037892249 0.44279469907283781 -0.022534259189577664 0.046022569931228649 0.11719347540703084 -0.36302279569208623 -0.49760196107355031 0.46976839005947113 0.15917472851773104 -0.20137542350903939 0.06348931307976062 0.008242038860917093 0.057874084171614631 0.064853175135406213 -0.096851295083761224 0.39154381587587556 0.093046602051305993 -0.36517832202321676 -0.27848472393610896 0.033229549380879596 -0.023460820729587654 -0.24589890050888064 leaf_weight=34599 556 27 22 32806 8800 28 12203 2559 31 25 51 80 36 20 22 24 24 38 39 20 527 509 30 29 56 47 34 826 323 25 leaf_count=34599 556 27 22 32806 8800 28 12203 2559 31 25 51 80 36 20 22 24 24 38 39 20 527 509 30 29 56 47 34 826 323 25 internal_value=-4.72384e-11 0.0363012 -0.000225545 -0.00292247 0.00260299 0.0123719 -0.0118837 0.00713566 -0.0159036 0.00449494 0.130534 -0.0153779 0.0647357 -0.0165315 -0.133428 0.258223 -0.0749476 -0.033648 -0.124673 -0.0734146 0.0118122 0.0310829 0.0151498 0.0769036 0.194887 -0.260635 -0.17229 0.0277674 0.0116885 -0.0394406 internal_weight=94416 583 93833 48034 45799 11200 15228 2657 12571 2635 76 12540 178 12362 159 60 137 118 113 93 11172 2372 1760 612 85 77 54 1683 1174 348 internal_count=94416 583 93833 48034 45799 11200 15228 2657 12571 2635 76 12540 178 12362 159 60 137 118 113 93 11172 2372 1760 612 85 77 54 1683 1174 348 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=31 num_cat=0 split_feature=16 15 16 4 7 7 7 15 7 15 16 10 11 15 16 16 15 0 11 4 16 13 15 16 10 15 10 12 13 7 split_gain=68.9778 179.049 79.0979 131.79 319.712 149.784 193.817 314.148 170.578 264.062 367.734 173.288 192.672 167.907 166.238 155.976 269.121 251.964 201.246 190.77 187.717 245.359 167.273 200.231 314.857 212.838 171.82 153.885 179.143 281.514 threshold=0.1225967522113595 2.9381905080056581 0.0039516663936978317 -0.55127493883909251 3.4137607843975046 3.2123318080937846 3.1096425260565943 2.3378411815249689 1.7351859818665054 5.9737900640389032 0.016119965731735426 1.8300881899516779 0.17812098120499856 1.7904346762920398 0.017202056732928486 0.009191860974182205 1.102411241087039 1.9728105432544318 -0.1121808250100139 1.0239744686358894 0.0074499259215254588 0.18616340669024053 0.11635829425173494 0.016119965731735426 -0.52948430068368435 3.5353796731623546 1.3707699723853202 0.74232140973875838 -0.29036929204306899 1.5535049444160915 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 -1 -4 5 6 8 -8 11 -10 -11 15 13 -13 -14 16 -5 18 -18 22 21 -19 -17 24 -24 26 -26 28 -21 -30 right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 12 14 -15 -16 19 17 20 -20 27 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0011473978058534724 -0.01594118953189334 -0.24172722092933127 0.079389249393331612 0.0049447894398266402 -0.35962957468194268 0.20392339711910801 0.051370616934516215 -0.4962321010231972 0.03467063730990564 0.084804662532276587 0.59158881916886286 -0.066403245275455811 0.033032626749245231 -0.26071472786090993 -0.048973673073909568 -0.0076790013702774359 0.51583151790228754 0.20573763982259805 0.12767479741836296 -1.9566642861822896e-05 0.036469750813616794 -0.15350092839110982 -0.080020486663928955 0.01154170914563544 0.057296238267588798 0.27479761263728142 0.29237107643857602 0.071916751045556296 -0.03355109153152333 -0.36460695192217829 leaf_weight=73752 1440 36 242 1507 24 38 22 20 565 45 21 252 472 54 519 3006 22 140 34 3108 641 22 152 4740 1097 50 32 210 2127 26 leaf_count=73752 1440 36 242 1507 24 38 22 20 565 45 21 252 472 54 519 3006 22 140 34 3108 641 22 152 4740 1097 50 32 210 2127 26 internal_value=3.42267e-10 -0.0214482 0.000340623 0.00606006 0.00512341 0.00558605 0.00518694 -0.209393 0.00566525 0.0567805 0.246054 0.00389414 -0.0313324 -0.100694 -0.00991517 0.00659539 0.0304076 0.0750787 0.280165 0.00272271 0.0607763 0.156952 0.011613 0.0211653 0.055437 0.0729005 0.0639591 -0.0120273 -0.015378 -0.037549 internal_weight=94416 1476 92940 19188 18946 18922 18884 42 18842 631 66 18211 1297 306 991 16914 2366 859 56 14548 803 162 9077 6071 1331 1179 1129 5471 5261 2153 internal_count=94416 1476 92940 19188 18946 18922 18884 42 18842 631 66 18211 1297 306 991 16914 2366 859 56 14548 803 162 9077 6071 1331 1179 1129 5471 5261 2153 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=31 num_cat=0 split_feature=13 15 11 15 11 11 0 15 7 0 8 16 16 11 13 12 15 16 8 7 11 4 16 16 10 10 15 12 7 16 split_gain=68.2644 168.232 82.3859 97.2266 67.8354 108.928 148.655 105.674 174.92 152.855 142.703 90.5105 88.3537 85.0876 154.812 184.209 263.263 396.997 238.943 219.259 319.693 187.523 331.987 358.092 195.381 275.241 283.002 178.094 176.301 167.165 threshold=2.9361401864749186 1.6950513637288724 -0.034441015095440043 0.064145515417584106 2.9755566057561231 3.1072352696614884 0.051256221495247549 1.3757378907037769 0.94131883996360899 1.9728105432544318 0.63339266083913948 -0.11182569036429083 0.097185291345263922 -0.39040751312532962 -0.91947310870650767 0.20436237961714579 2.9381905080056581 0.013753715261396739 0.51174445084209685 0.75963780251319502 0.024537454300596895 3.1920118449839001 0.021385162872545493 0.017796522407601441 0.32139748241618377 1.8851525316308024 4.6153372974626601 0.19974491636266614 -0.82019730575127492 0.0334969470111958 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 -2 13 6 11 8 12 10 -9 -6 -8 -1 -15 16 27 19 29 20 28 -17 23 24 -23 26 -26 -16 -18 -19 right_child=1 -3 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 15 21 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.002473457076480696 0.013901493928971746 0.26610550294662344 -0.034538404935867427 0.10860429678700473 0.192802011359621 -0.00030803034386521163 0.035912879776975076 0.36322234893261002 0.20682069203343062 0.037017282801530056 0.054626045278880909 0.0081301094450184561 -0.17917002838104965 0.0069249892003657894 -0.011153026721381519 -0.0025746304681039172 0.35093115908758987 -0.055411075170956219 -0.34087555966680011 0.27519181947554311 -0.24780943699181082 0.11489631024301053 0.41915968942642218 -0.35841417582262136 -0.026896257638931276 0.18345465215189116 -0.45728896138342945 -0.066927537265372081 -0.010106247055687403 -0.2670971817784728 leaf_weight=39793 378 29 198 152 27 3754 424 43 61 62 23 1557 20 10532 12942 23042 21 132 63 31 40 250 25 21 50 35 22 599 38 52 leaf_count=39793 378 29 198 152 27 3754 424 43 61 62 23 1557 20 10532 12942 23042 21 132 63 31 40 250 25 21 50 35 22 599 38 52 internal_value=3.41474e-11 0.0299089 0.0205 0.0410615 -0.000241739 0.0100716 0.0276473 0.0686094 0.0480391 0.149766 0.255681 0.0112779 0.0262245 -0.000944014 -0.00378338 -0.00680189 -0.0159151 -0.0983406 -0.172787 0.0431084 -0.0295642 -0.00139188 0.0662335 0.0428919 0.0664981 -0.0465818 -0.158405 -0.0136203 0.118399 -0.115235 internal_weight=94416 757 728 530 93659 5971 2217 633 505 128 66 1584 444 87688 47895 37363 13918 377 247 130 99 23445 403 378 357 107 72 13541 59 184 internal_count=94416 757 728 530 93659 5971 2217 633 505 128 66 1584 444 87688 47895 37363 13918 377 247 130 99 23445 403 378 357 107 72 13541 59 184 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=31 num_cat=0 split_feature=11 11 15 15 12 12 12 16 15 15 0 7 16 4 15 15 16 8 7 12 13 7 4 8 8 16 11 13 7 13 split_gain=61.0524 126.977 182.954 106.695 311.525 103.055 176.115 122.986 113.814 95.6676 234.174 93.2542 68.2211 117.968 105.511 80.365 235.937 237.278 197.657 204.11 194.064 152.524 492.568 179.692 285.195 267.783 251.173 263.774 197.685 347.237 threshold=-0.72995783820149973 -0.62622159634501784 0.3127958898119278 4.6153372974626601 0.038624921951042966 0.58509432982625731 0.5846645127679948 0.023163301644380477 2.0266215951366271 3.5353796731623546 3.9931646150306155 2.4184646661908888 -0.032806495281493687 0.57222942746752326 2.1621156136613506 1.7904346762920398 0.041787447695328113 -0.16401741042215109 -0.92288658778846544 0.026626885781823827 -0.90737495838605675 3.1096425260565943 -0.3655489770517848 -0.098931746637915055 -0.50029333997403935 0.0088157159391104543 3.0341857948765485 2.0143283440027973 1.7351859818665054 1.821093998606709 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 9 -5 6 7 11 -9 -1 -11 -4 13 14 -3 -14 20 18 -18 -20 -17 23 -23 24 28 -25 27 -26 -22 -30 right_child=1 12 5 4 -6 -7 -8 8 -10 10 -12 -13 15 -15 -16 16 17 -19 19 -21 21 22 -24 25 26 -27 -28 -29 29 -31 leaf_value=0.0072813276163009354 -0.0097684932361809373 0.021107683194526456 -0.09883290994844407 0.42056463199627142 -0.094457291811704647 -0.20978393629193307 0.16129615767435596 -0.038468198047152589 0.21655476717721847 -0.35194816887378694 0.056523228902369743 -0.3225079193711281 -0.0016283879028785862 -0.025226501134049117 -0.18928442550435043 0.076022577380420078 0.1381571501493454 0.013238626912455349 -0.29083159082134563 -0.083079687668941915 -0.0074178146379434333 0.122407909720502 -0.32634999302088047 0.12214615416751072 0.047107389479051597 -0.019281415385877094 0.28183562330062123 0.3325682920093338 0.21505607386621148 -0.1381665298813268 leaf_weight=10243 2221 3493 274 23 24 52 33 105 21 25 32 20 72968 702 24 551 25 255 75 128 807 47 51 147 321 1500 71 36 104 38 leaf_count=10243 2221 3493 274 23 24 52 33 105 21 25 32 20 72968 702 24 551 25 255 75 128 807 47 51 147 321 1500 71 36 104 38 internal_value=7.39587e-11 -0.000892109 -0.0221217 0.00724835 0.157575 -0.0764512 -0.0611459 -0.0786235 0.00403563 0.0065624 -0.122631 -0.114049 -0.000180655 0.0122013 0.019672 -0.000857999 0.0126679 -0.0530368 -0.127161 -0.159835 0.0213081 0.0116516 -0.111129 0.0156306 0.0422902 -0.00665855 0.110057 0.0758934 0.0117274 0.120532 internal_weight=94416 84069 2726 10347 47 505 453 420 126 10300 57 294 81343 4219 3517 77124 4156 483 228 203 3673 3122 98 3024 1377 1647 428 357 949 142 internal_count=94416 84069 2726 10347 47 505 453 420 126 10300 57 294 81343 4219 3517 77124 4156 483 228 203 3673 3122 98 3024 1377 1647 428 357 949 142 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=31 num_cat=0 split_feature=12 0 16 15 13 15 13 0 15 16 11 10 10 4 7 10 15 12 10 13 12 10 13 0 16 15 8 12 12 12 split_gain=60.5897 286.56 59.0396 64.8406 55.1031 120.667 79.8047 110.168 128.66 67.6169 56.1475 54.8541 162.219 120.971 369.421 116.111 211.021 138.751 261.188 236.941 383.058 197.403 163.292 171.036 228.96 217.848 173.377 155.109 253.541 154.161 threshold=0.83937410149447877 1.5292198288923957 -0.035727228500967566 1.6950513637288724 2.9361401864749186 1.6950513637288724 2.1551373713435988 1.6844765789191083 2.0266215951366271 -0.062493536184618316 -0.034441015095440043 -0.10187763080927045 -0.43344400223309232 0.78734939236928325 2.777877153321056 -0.0019920087182990188 0.083435936369490024 0.028395275964390808 -0.002043972551277131 0.15558197115799002 0.028739129611000672 -0.002009329995958248 -0.40799019793634012 1.6058400431912929 0.013340596364116662 2.0266215951366271 0.52403105081455059 0.024330434641963234 0.022242751787544372 0.022979581030280204 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 6 9 11 -8 -9 -6 -11 12 -1 -14 -15 16 -13 22 19 20 -19 -20 23 25 29 -18 -27 28 -26 -25 right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 15 13 14 -16 -17 17 18 21 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=0.0017594161561406601 0.17010941857006401 0.35028595549088942 0.017355482921014149 -0.15085066196819147 0.18376293630183985 0.2267091681217325 -0.018235256281660211 -0.27468329845248046 0.0039918519183993343 0.030431446242588162 -0.032877105439245859 0.0028922985267230308 -0.0071970263460121378 -0.038902630202252396 0.28430045015282102 -0.0016057549456128689 0.0060074888547959077 0.31683655097870761 0.46277332234382629 0.020317078109421183 0.06459658287349157 0.11497760541499297 0.065583550631912943 0.086430099270828481 -0.11514063950466075 0.43135837682268835 0.034349895222112535 -0.067988874539732944 -0.60197298482060435 -0.070942670172127673 leaf_weight=32482 24 27 508 24 24 29 1233 37 30 511 193 12740 14556 2004 36 26107 1118 71 25 1351 396 47 428 91 23 22 22 40 20 197 leaf_count=32482 24 27 508 24 24 29 1233 37 30 511 193 12740 14556 2004 36 26107 1118 71 25 1351 396 47 428 91 23 22 22 40 20 197 internal_value=-1.50033e-12 0.0321381 0.0166885 0.00976724 -0.000199679 0.0266712 -0.000418224 -0.0250212 -0.149903 0.0187026 0.0130756 -6.97239e-05 -0.00235007 -0.0103932 -0.033199 0.00255135 0.00909283 0.0296056 0.0489404 0.0415424 0.102946 0.23574 0.0109709 -0.00427649 -0.0633903 0.0145972 0.232854 -0.209726 -0.341574 -0.0212172 internal_weight=94416 583 556 532 93833 757 93076 1300 67 728 704 91776 49078 16596 2040 42698 16591 3851 1890 1818 467 72 1961 1533 371 1162 44 83 43 288 internal_count=94416 583 556 532 93833 757 93076 1300 67 728 704 91776 49078 16596 2040 42698 16591 3851 1890 1818 467 72 1961 1533 371 1162 44 83 43 288 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=31 num_cat=0 split_feature=12 11 11 0 7 0 15 0 15 7 12 13 8 16 15 12 7 7 4 10 11 0 7 12 13 15 4 12 15 16 split_gain=53.6618 52.1936 87.7042 117.734 82.8612 164.277 81.2422 110.957 108.161 144.517 101.344 159.39 110.177 74.3477 74.3215 69.8522 95.5587 78.3754 75.4975 68.7064 63.3563 118.367 252.871 183.21 112.772 166.413 138.25 216.877 168.302 285.549 threshold=1.1806120042929369 2.9755566057561231 3.1072352696614884 0.051256221495247549 1.8852703171516298 -0.61513801076226582 4.6153372974626601 2.9043510434147088 1.0203516820547636 1.1190502896433621 0.49472222320467701 -0.68355917745771799 0.45075431858745568 0.097185291345263922 -0.16826448239139011 0.23135489087604397 -1.1282651518628466 -1.2546519605240041 0.78734939236928325 -0.52829036975930654 -0.39040751312532962 6.9470755083959936 1.7312363940958442 0.48032949199656566 -0.91947310870650767 3.5353796731623546 -0.023910957869342404 0.20436237961714579 2.9381905080056581 0.014178812385592455 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 3 4 19 -6 7 8 9 13 11 -10 -13 15 -7 -5 17 -17 -18 -3 -1 24 23 -23 25 -22 -26 28 -28 -30 right_child=-2 2 -4 6 5 14 -8 -9 10 -11 -12 12 -14 -15 -16 16 18 -19 -20 -21 21 22 -24 -25 26 -27 27 -29 29 -31 leaf_value=0.002269231783667306 0.095339034612969331 0.029360180456637498 -0.00032454441612968189 0.12057112937412034 -0.011327619242985719 0.10913653106174687 0.23093780091515295 -0.16178097135346869 0.35367657870054248 0.20452225596016771 0.3562806633859873 0.12909499708385694 -0.13949312611172598 -0.16026248381960961 0.36622842109721643 0.029696152055141881 0.010821956325674531 0.23286442884033726 -0.12436249050526665 -0.014311898018113257 0.0043892716550993248 0.14382173074625954 0.42546971827745445 -0.2010611186424891 -0.002034932644882856 0.11493029741813308 -0.027949910189684252 -0.0044096766255951221 0.0039765834068979022 -0.19376964279196479 leaf_weight=40067 59 622 3754 74 61 22 27 23 20 49 20 42 24 21 23 49 201 31 52 856 10374 43 20 24 26911 138 3777 6736 131 165 leaf_count=40067 59 622 3754 74 61 22 27 23 20 49 20 42 24 21 23 49 201 31 52 856 10374 43 20 24 26911 138 3777 6736 131 165 internal_value=-1.13712e-10 -5.96142e-05 0.00898916 0.0247599 0.0101921 0.0955969 0.0612137 0.0536517 0.0621508 0.0418462 0.153522 0.106368 0.0314266 0.023222 0.240539 0.0326893 0.01316 0.108424 -0.016963 0.00406701 -0.000670912 -0.00310893 0.113428 0.0202816 -0.00331914 0.00584044 -0.00587178 -0.0154243 -0.0336405 -0.106254 internal_weight=94416 94357 5971 2217 1584 106 633 606 583 477 106 86 66 428 45 407 333 80 253 1478 88386 48319 87 67 48232 10512 37720 10809 4073 296 internal_count=94416 94357 5971 2217 1584 106 633 606 583 477 106 86 66 428 45 407 333 80 253 1478 88386 48319 87 67 48232 10512 37720 10809 4073 296 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=31 num_cat=0 split_feature=16 0 0 16 4 16 15 15 16 15 4 7 7 0 15 12 7 12 0 13 10 4 11 10 0 15 16 13 4 15 split_gain=50.8064 76.4293 57.7543 51.9844 133.039 267.748 145.358 108.397 102.618 114.041 99.7334 207.507 134.425 125.012 155.26 111.601 164.787 140.524 187.036 186.78 317.254 133.535 128.895 206.254 134.571 259.739 131.282 179.826 148.562 187.693 threshold=0.24386242650479925 0.8416542216312396 -0.63530122505144926 0.0039516663936978317 -0.11202411595940039 -0.0017674111400842302 0.064145515417584106 2.3378411815249689 -0.0079775071683142722 -0.41980993820583751 -0.55127493883909251 3.4137607843975046 3.2873739757363469 -0.53650147503445034 2.7211774549633745 0.04257923888706016 3.1333400526805613 0.022095385938997049 5.0618149723573396 -0.90334224161257326 -0.5234527843558695 2.395414070675852 -0.096712698518666915 -0.44183244955669954 0.81745836448421938 1.102411241087039 0.01069648010741033 -0.66137923520355824 2.5664086052792845 2.5110576107184825 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 4 5 7 8 -1 -6 -10 -5 12 13 14 -12 17 -17 18 -15 20 -19 -22 23 26 25 -25 27 -21 29 -28 right_child=1 -3 -4 10 6 -7 -8 -9 9 -11 11 -13 -14 15 -16 16 -18 19 -20 22 21 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.01213368268838544 -0.18103465545922517 -0.10985837681169966 -0.0083958183390568236 0.064876258166965697 0.0099487959026956802 -0.0031413031861309798 -0.023424797369735576 -0.20998364145105539 0.0080614750509949741 -0.019326663243157592 -0.042452653067548418 -0.28995761546927196 0.26338648602366449 0.00022795119451237187 -0.32161399667913265 -0.0016866815152937452 -0.21904956135366646 0.23586610957071008 -0.15544341285064628 0.037943008428407927 0.015001789486379761 0.19743542800778929 -0.025079320309856951 0.019919976527657091 -0.0013436032922589422 0.12783378189530714 0.053751964290537427 0.27417751198083584 -0.15478782579302788 0.36769805550575257 leaf_weight=16764 20 95 623 272 4032 41186 4917 22 2284 4547 211 24 20 3351 22 10002 35 105 79 59 314 46 645 1646 2316 258 398 71 32 20 leaf_count=16764 20 95 623 272 4032 41186 4917 22 2284 4547 211 24 20 3351 22 10002 35 105 79 59 314 46 645 1646 2316 258 398 71 32 20 internal_value=-2.98155e-11 -0.0261353 -0.0137656 0.000205895 -0.00101855 0.00119733 -0.0091592 0.0118426 -0.00270205 -0.0101692 0.00473794 0.00390566 0.00426495 0.00400067 -0.0688112 0.0048762 -0.00244465 0.0127434 -0.00335748 0.0220879 0.0829216 0.0383128 0.0168927 0.0225327 0.0148478 0.0345428 0.078447 0.166963 0.0528756 0.0687733 internal_weight=94416 738 643 93678 73752 57972 15780 16786 10863 6831 19926 19654 19630 19610 233 19377 10037 9340 3430 5910 465 360 5445 4800 4220 1904 580 130 450 418 internal_count=94416 738 643 93678 73752 57972 15780 16786 10863 6831 19926 19654 19630 19610 233 19377 10037 9340 3430 5910 465 360 5445 4800 4220 1904 580 130 450 418 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=31 num_cat=0 split_feature=16 15 4 7 13 4 7 13 12 8 8 10 16 4 8 10 0 15 16 15 13 11 13 12 13 16 13 10 13 13 split_gain=51.1402 151.138 108.57 100.567 64.2347 89.8393 62.5313 67.7933 58.3061 59.1576 134.145 78.197 59.7201 70.5627 52.9705 52.6191 50.948 50.4934 176.469 249.746 183.643 178.336 204.583 214.593 192.42 181.062 346.585 199.158 170.317 289.012 threshold=-0.032806495281493687 1.252047473092831 0.43544757003543666 3.3150210901309749 -0.056135659449897728 0.98585177121638912 -0.74515513810871259 -1.0364218951375312 0.58346102500485919 -0.41019175779654199 -0.66267540644499789 -0.62012036050455432 -0.22615920795545066 -0.50344604205250609 0.37238586627582387 2.1713247832459004 1.3487590610042037 1.7904346762920398 0.011770632586506163 2.3378411815249689 2.1551373713435988 2.7139456793234467 -0.90737495838605675 0.022242751787544372 2.8390189241801891 0.045490510837643112 0.36259476553014719 -0.13326997209863431 1.8378969851628906 1.4352974272767798 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 14 6 16 -6 -3 -8 9 10 -9 -11 -13 -14 15 -1 -4 -2 20 -20 28 22 23 -21 -24 26 -23 -27 29 -19 right_child=17 3 4 -5 5 -7 7 8 -10 11 -12 12 13 -15 -16 -17 -18 18 19 21 -22 25 24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.034911117977620337 -0.0011002074486400845 0.019243277031928303 0.0003826547585623829 0.16013091386041858 -0.025573235523941765 -0.16554873821870336 0.089331415024670693 -0.059539919917782153 0.020952306343958931 0.039979835226258732 -0.37318447744846345 -0.23394304899608387 0.058545442532610015 -0.1248694407258262 0.013192764926729392 0.13928975908458233 0.13360723167657854 0.031475665370066595 0.039934666044687595 -0.010962824886343604 0.34009693711996081 0.045611469073511879 -0.048671048353683945 0.18691847163252534 0.24252338357593703 0.0098580847172574579 0.41763861126133373 -0.35214727435793197 -0.17111532222001979 0.2697386903020571 leaf_weight=1418 84869 80 665 22 340 53 22 30 39 40 25 34 27 94 1906 50 30 1291 953 174 20 237 1698 80 23 55 28 21 39 53 leaf_count=1418 84869 80 665 22 340 53 22 30 39 40 25 34 27 94 1906 50 30 1291 953 174 20 237 1698 80 23 55 28 21 39 53 internal_value=7.48937e-11 0.00997429 0.0153311 -0.0479005 -0.0121381 -0.0444503 -0.0596056 -0.0798883 -0.09277 -0.110511 -0.202106 -0.0846763 -0.116846 -0.0839422 0.0241891 0.0384662 0.00613336 -0.000543043 0.00957809 -0.00315412 0.0392442 -0.0208845 -0.0324149 0.051362 -0.0447794 0.0458971 0.08492 -0.0901697 0.0348935 0.0408715 internal_weight=94416 4875 4462 413 1088 393 391 311 289 250 55 195 155 121 3374 1468 695 89541 4672 3269 1403 2316 1975 254 1721 341 265 76 1383 1344 internal_count=94416 4875 4462 413 1088 393 391 311 289 250 55 195 155 121 3374 1468 695 89541 4672 3269 1403 2316 1975 254 1721 341 265 76 1383 1344 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=31 num_cat=0 split_feature=10 10 4 8 16 10 12 10 15 0 11 15 11 15 10 15 0 15 11 0 7 16 15 12 13 8 10 8 12 15 split_gain=50.9422 102.71 129.357 256.477 247.116 138.289 136.727 128.234 207.269 132.583 352.787 198.161 191.813 108.903 100.524 181.305 140.016 89.6504 88.1299 115.583 191.703 165.05 211.282 189.297 120.656 279.647 365.975 239.638 237.908 266.795 threshold=-0.047356434908178681 -0.43344400223309232 6.241827638543902 -4.8968963463420794 0.0095796324183768673 -0.18103339524433626 0.038710885362695437 -0.19638004725053457 2.0266215951366271 3.9931646150306155 -0.31955351435851692 2.9381905080056581 0.076580215366643264 0.24448885772187304 -0.028701418869041404 3.5353796731623546 4.6585506865736699 -0.12263080918513541 -0.73135495930394334 1.9728105432544318 3.1096425260565943 0.0068417697626804198 0.16015302414351537 0.82914445550782634 1.821093998606709 -0.48324709469721522 0.46989155855581027 -0.24792034148584022 0.44987388329680761 5.9737900640389032 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 3 4 -3 7 13 9 17 11 -11 -5 -13 -7 15 -2 -17 -9 -16 -20 21 22 -21 24 28 26 -26 -27 -23 -30 right_child=14 2 -4 5 -6 6 -8 8 -10 10 -12 12 -14 -15 18 16 -18 -19 19 20 -22 23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.0013861503826003419 0.01374046816799848 0.031781874138575333 -0.16837935953959823 -0.01341262450082498 0.42978650881693919 -0.022153578221629458 0.0011462816045758519 -0.022904413262768538 -0.36042041460221469 -0.09761586156156328 0.43534522367560347 -0.27179268284116759 -0.01457284844496794 -0.10877720609824093 0.014361991299455732 0.30458711879818062 -0.017158918153671994 -0.094733573280056549 0.00023471948029057607 -0.074735628657720307 -0.32986276121366598 -0.060647569602135278 0.17739018745099505 0.25968115727106728 -0.55814948164458789 0.20511691933497789 -0.066614261992049936 -0.12596778403157774 0.018349487129062255 0.3616198664307595 leaf_weight=32482 5016 39 50 5865 26 901 11917 478 22 27 23 59 57 173 4231 38 21 273 31416 55 21 694 84 21 28 32 33 69 240 25 leaf_count=32482 5016 39 50 5865 26 901 11917 478 22 27 23 59 57 173 4231 38 21 273 31416 55 21 694 84 21 28 32 33 69 240 25 internal_value=8.02639e-11 -0.00208033 -0.00773569 -0.00733125 0.190984 -0.00798245 -0.00193354 -0.0195317 -0.0578782 -0.0146168 0.147546 -0.0159725 -0.1454 -0.0361069 0.00259358 0.0157904 0.190067 -0.0490154 0.000780982 -0.000975276 -0.0301713 -0.0252583 0.0776282 -0.0377813 -0.0433537 -0.123176 -0.292237 -0.0210697 -0.0298697 0.0507335 internal_weight=94416 52392 19910 19860 65 19795 12991 6804 773 6031 50 5981 116 1074 42024 5075 59 751 36949 32718 1302 1281 139 1142 1121 162 61 101 959 265 internal_count=94416 52392 19910 19860 65 19795 12991 6804 773 6031 50 5981 116 1074 42024 5075 59 751 36949 32718 1302 1281 139 1142 1121 162 61 101 959 265 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=31 num_cat=0 split_feature=16 15 8 8 7 4 7 11 4 0 13 7 15 16 15 16 11 4 15 16 0 16 15 13 13 10 13 7 10 11 split_gain=45.14 114.985 96.4979 202.945 119.492 86.9724 78.3944 69.2729 65.8659 89.1995 104.191 93.8685 87.1799 60.4943 113.159 185.537 115.439 107.069 97.1058 160.598 152.575 254.874 249.291 313.226 253.32 221.507 215.207 258.908 176.901 156.716 threshold=0.081953157653749081 0.75628144396805252 -0.24792034148584022 -0.48324709469721522 0.85047832123840184 0.16174615266466716 -0.618768329447555 -0.39070689621871058 0.54395063192170612 -0.27236336784614706 -0.54543862796590548 -0.33439800995995045 1.252047473092831 0.0039516663936978317 0.44249758782887877 -0.011690648152716024 -0.20324318258003701 -0.11188641345280395 0.017556437761301742 0.0068417697626804198 1.9728105432544318 0.013340596364116662 2.0266215951366271 0.037961065264718909 0.91339666484177962 -0.52818644209335042 1.0000000180025095e-35 0.73594027588922806 -0.67693167675903798 3.0674173182418287 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=13 5 3 8 7 -2 -4 -5 9 11 -11 -3 -10 14 15 17 -16 -1 -15 -20 21 22 -21 25 -25 -24 27 -22 -29 -28 right_child=1 2 6 4 -6 -7 -8 -9 12 10 -12 -13 -14 18 16 -17 -18 -19 19 20 26 -23 23 24 -26 -27 29 28 -30 -31 leaf_value=0.028234715604382461 0.028229109769828897 0.069167241702477136 -0.088825135282433243 -0.15356621688604355 -0.028052023649215697 -0.021395557486508017 0.0032272519505850538 -0.36476514728330989 0.00043181394123368796 0.26135274515203805 -0.001287752880968831 -0.19074976335307867 -0.21964383083913061 -0.0095708095361182084 -0.036462335649640978 -0.001878263999808336 -0.0027463216227404407 0.0049198145003979486 0.073490036485042973 0.029908675546138561 -0.0064246214174064221 0.0054747101163495973 -0.20734190195798874 0.537683242186904 0.17820469458526542 0.090486646835823498 -0.053075375726452982 -0.16737057089805604 0.10918948801903471 0.11402795415497938 leaf_weight=3247 696 24 121 25 25 717 393 41 36 23 44 33 36 3486 1755 61333 2410 5007 376 1917 2060 8757 30 24 107 149 1151 25 309 59 leaf_count=3247 696 24 121 25 25 717 393 41 36 23 44 33 36 3486 1755 61333 2410 5007 376 1917 2060 8757 30 24 107 149 1151 25 309 59 internal_value=3.03393e-11 -0.0141104 -0.0443786 -0.0908283 -0.21424 0.00304802 -0.0184427 -0.284766 -0.0335301 0.0106429 0.0888724 -0.081311 -0.109606 0.000338826 -0.00094232 1.5981e-05 -0.0169532 0.0140915 0.00546008 0.00896166 0.00729846 0.0131565 0.043363 0.126563 0.244063 0.0405712 -0.0105554 0.00681728 0.0884889 -0.0449274 internal_weight=94416 2214 801 287 91 1413 514 66 196 124 67 57 72 92202 73752 69587 4165 8254 18450 14964 14588 10984 2227 310 131 179 3604 2394 334 1210 internal_count=94416 2214 801 287 91 1413 514 66 196 124 67 57 72 92202 73752 69587 4165 8254 18450 14964 14588 10984 2227 310 131 179 3604 2394 334 1210 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=31 num_cat=0 split_feature=13 13 15 12 11 11 15 15 0 15 0 16 7 16 12 0 15 7 8 13 11 8 0 10 16 15 13 11 11 12 split_gain=43.2343 60.1586 59.2378 42.6983 42.2225 97.7481 157.785 91.841 274.172 68.0672 192.733 66.2467 110.046 96.6229 87.5175 102.395 93.6011 60.1417 59.5636 51.1756 150.559 213.957 247.643 295.958 305.098 229.438 269.734 228.413 173.2 152.352 threshold=3.3552066711860875 3.4035992724678903 -0.1157523692137193 1.1806120042929369 -0.72995783820149973 -0.62622159634501784 0.49655074538788424 4.6153372974626601 4.6585506865736699 3.5353796731623546 3.9931646150306155 0.023163301644380477 0.60955346722807036 0.031384355455090863 0.58346102500485919 1.5292198288923957 2.7211774549633745 -0.92288658778846544 0.44654812291062235 -0.28028750010935993 0.14533853247979023 -4.8968963463420794 5.0618149723573396 0.24998061739249902 0.0099337388579404853 2.5110576107184825 2.6320061298080319 -0.46585205265731616 0.097886312178917495 0.74206351950380078 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 4 7 6 -6 9 -9 -1 -11 14 13 -13 16 -16 -8 -15 -17 -7 21 22 23 24 -21 -23 27 -27 29 -29 right_child=1 -3 -4 -5 5 19 11 8 -10 10 -12 12 -14 17 15 18 -18 -19 -20 20 -22 25 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0058514052467781331 0.036842781946890883 0.0034782009450080096 0.22542672361577712 0.084951717141321159 -0.0099137595218469973 0.0017600231916451961 -0.11762691405826603 0.35322330450570144 -0.13527562201023102 -0.31176912782713773 0.058800773136317736 0.092096484529561012 0.19525046762079001 -0.27150016845203939 -0.18239850186639361 0.17353182099759579 -0.32041333770310443 -0.066894843706897661 -0.03782741564015548 0.13006965986319952 0.0048064883984343942 -0.0081782770500670506 -0.12665085885673763 -0.020902062132954598 0.57294051306588312 -0.38872999501228334 0.23041104161077075 -0.090700268385199109 -0.30225318111479282 0.062217961095365482 leaf_weight=10243 36 108 31 59 2279 49049 145 27 20 25 32 29 20 20 27 24 27 51 30 35 13233 18268 32 40 28 25 27 333 32 81 leaf_count=10243 36 108 31 59 2279 49049 145 27 20 25 32 29 20 20 27 24 27 51 30 35 13233 18268 32 40 28 25 27 333 32 81 internal_value=-1.35368e-11 0.0496584 0.124098 -9.22127e-05 -0.000145488 -0.000889333 -0.0197817 0.0058814 0.145351 0.00524498 -0.10373 -0.0800743 -0.0188819 -0.0617084 -0.109098 -0.0233928 -0.14946 -0.12453 0.05611 -0.000272176 -0.0033741 -0.00910151 0.11634 0.191832 0.326901 -0.0100039 -0.0769735 -0.0945942 -0.0781068 -0.0607815 internal_weight=94416 175 67 94241 94182 83835 2652 10347 47 10300 57 373 120 100 253 81 172 71 54 81183 32134 18901 135 103 63 18766 498 471 446 414 internal_count=94416 175 67 94241 94182 83835 2652 10347 47 10300 57 373 120 100 253 81 172 71 54 81183 32134 18901 135 103 63 18766 498 471 446 414 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=31 num_cat=0 split_feature=16 15 4 12 13 4 10 11 7 13 15 16 12 0 0 0 15 7 12 10 16 13 7 10 8 7 15 4 11 0 split_gain=42.517 118.271 102.385 60.3885 59.7127 74.4862 57.3901 83.9099 49.3132 48.2448 48.1869 147.151 223.269 288.055 171.181 144.356 254.628 232.054 263.897 223.767 191.08 185.784 197.88 182.62 180.226 176.492 177.301 425.461 222.859 180.893 threshold=-0.032806495281493687 1.4454822406642041 0.43544757003543666 0.47671902870715882 -0.056135659449897728 0.98585177121638912 -0.13326997209863431 0.074833813988588044 1.7312363940958442 -1.0364218951375312 1.7904346762920398 0.0088157159391104543 0.022119946913754775 4.295612829368368 3.9931646150306155 3.7512060435604142 2.1621156136613506 -0.92288658778846544 0.022095385938997222 -0.0021219183007443521 0.012963555824462221 -0.24970606457710962 0.96501636658757606 1.8896907063775565 -2.4714591517391291 1.2454370983045198 2.9381905080056581 3.4511195376773909 -0.11886704742885383 1.9728105432544318 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 6 8 -6 7 -3 9 -4 -2 12 -12 14 -14 20 -17 18 -18 -20 21 25 24 -19 -23 26 -13 28 29 -28 right_child=10 3 4 -5 5 -7 -8 -9 -10 -11 11 15 13 -15 -16 16 17 23 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.021423407058387928 -0.0010394380476151206 -0.07409143735796718 0.099571341263751195 0.041769715083333166 -0.024981170488155388 -0.14090597306688626 -0.14693480411974283 0.13469934107168863 0.14819113275279169 -0.0074480782159108087 -0.12320850515852169 -0.019634637374417251 0.17073596575621353 0.024462794052983475 0.4812458715655587 -0.2462411677464843 0.43775021836161615 -0.051026716798845163 -0.068706759680872379 0.21988652853125876 0.00065464666733448806 -0.18799032717943193 0.33884128951600623 0.22421405011415485 0.10957777873092496 -0.22694169527718 0.37784546744823455 0.48214848442719538 -0.089540270176054773 0.061989369491736092 leaf_weight=3465 84869 118 45 52 346 66 78 23 23 659 49 273 92 167 22 52 20 674 69 44 2642 22 35 25 272 28 25 26 69 66 leaf_count=3465 84869 118 45 52 346 66 78 23 23 659 49 273 92 167 22 52 20 674 69 44 2642 22 35 25 272 28 25 26 69 66 internal_value=7.87817e-11 0.00909458 0.0128735 -0.0551055 -0.0131365 -0.0435516 -0.0781079 -0.0400334 0.00410017 -0.000607348 -0.000495148 0.00939213 0.0737672 0.108115 0.230659 0.0044995 -0.0315633 -0.0181459 0.102927 0.0436658 0.0137186 0.0560162 0.114069 -0.0411826 0.0873108 0.0167975 0.0316661 0.106962 0.0459947 0.148763 internal_weight=94416 4875 4604 271 1139 412 219 141 727 704 89541 4672 330 281 114 4342 884 832 133 113 3458 816 329 699 294 487 459 186 160 91 internal_count=94416 4875 4604 271 1139 412 219 141 727 704 89541 4672 330 281 114 4342 884 832 133 113 3458 816 329 699 294 487 459 186 160 91 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=31 num_cat=0 split_feature=10 4 7 7 12 12 8 4 16 15 13 0 0 4 0 7 15 11 8 11 16 4 10 12 15 10 13 7 8 12 split_gain=37.5609 96.3884 194.5 220.045 146.755 248.041 95.2729 306.376 139.528 180.691 175.248 164.753 270.95 163.567 158.932 139.2 109.306 157.994 101.074 88.4637 129.627 87.6298 279.231 568.04 161.188 185.301 122.472 139.728 114.377 168.683 threshold=-0.047356434908178681 6.241827638543902 1.7351859818665054 0.96501636658757606 0.028481239376043289 0.2690805481041314 -1.7455547188145017 4.5219763331405263 0.014178812385592455 2.1621156136613506 0.50777256937555615 2.9043510434147088 2.4910051504864472 3.4511195376773909 1.1451105966834505 0.46341871971360693 1.4454822406642041 -0.36216570798306463 -1.829900461590676 -0.4211940745613319 0.01069648010741033 2.5664086052792845 -0.028701418869041404 0.023839215146805523 4.0010959904159478 -0.0022085246890409219 -0.049078405096301576 -0.48843193301573634 0.63339266083913948 0.46405784621947738 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 3 4 -3 -6 7 8 9 16 -11 12 14 -12 -10 18 -2 -18 -16 20 -8 24 -23 -24 -22 -26 28 -28 29 -25 right_child=1 2 -4 -5 5 -7 19 -9 11 10 13 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 23 26 25 -27 27 -29 -30 -31 leaf_value=-0.0017863284992629689 -0.0026711909184423798 -0.10270721351816542 0.35850469090721826 -0.17937018801184262 0.41366322636604314 0.0035270533710718161 0.004403061076261673 -0.37228959022710723 -0.03310289090775994 -0.10681430892575355 0.34069183883922444 -0.3233295597813346 0.24821166773637138 -0.0011178110327039446 -0.027330940197837557 -0.3677677267374328 0.055882013280643156 -0.31494635625018019 -0.24587071724236012 -0.0018957799604390074 0.028808841673327937 0.20068240761756898 -0.55008658213014516 -0.24306649437972477 0.42648788213052535 0.0059189275652170182 -0.28089097234709509 -0.011269060509246693 0.19847311012044147 0.15774572832243783 leaf_weight=52392 1803 21 22 34 29 30 17970 24 451 21 42 22 30 21 59 26 20 27 33 18344 2723 42 23 21 22 20 29 57 37 21 leaf_count=52392 1803 21 22 34 29 30 17970 24 451 21 42 22 30 21 59 26 20 27 33 18344 2723 42 23 21 22 20 29 57 37 21 internal_value=-5.74953e-12 0.00222704 0.0862773 0.0337422 0.124315 0.205119 0.00195415 -0.016665 -0.0133245 -8.2516e-05 0.143363 -0.0545645 -0.0446933 0.226755 -0.0601364 -0.163459 -0.00659571 -0.157147 -0.10572 0.00317573 0.00761321 0.0268741 -0.0324336 -0.0845128 0.0318074 0.226217 -0.0196146 -0.102188 0.0702756 -0.0426604 internal_weight=94416 42024 136 114 80 59 41888 2579 2555 1934 84 621 599 63 569 118 1850 47 92 39309 20965 2995 230 188 2765 42 165 86 79 42 internal_count=94416 42024 136 114 80 59 41888 2579 2555 1934 84 621 599 63 569 118 1850 47 92 39309 20965 2995 230 188 2765 42 165 86 79 42 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=31 num_cat=0 split_feature=16 15 8 4 7 7 0 0 16 4 10 15 13 13 8 8 8 12 11 13 7 7 0 10 7 11 12 16 15 15 split_gain=39.496 110.981 122.307 142.012 85.7481 170.192 155.27 90.3548 73.6486 63.9748 78.4184 63.5108 131.138 151.241 151.24 172.966 129.118 118.563 226.875 113.666 161.382 187.071 157.812 129.704 388.357 157.058 232.754 187.208 308.88 171.628 threshold=0.050158708888668559 2.0266215951366271 0.62973989399410579 -0.50295728952148688 0.24224180455658115 -0.84784442014590322 -0.3570488678607176 0.15308045365562403 0.1225967522113595 0.54395063192170612 2.3412650755960587 1.7904346762920398 2.8289371322464807 1.9578703091740268 -0.4680825584772384 -0.24792034148584022 -1.3968815772906085 0.74232140973875838 0.072738132334921754 -0.96652147106381581 0.99266348098220425 0.1869475757673246 3.0858199720173602 2.1232508143364486 0.96501636658757606 0.55863689289212159 -0.010030369044295896 0.016622551061375824 4.0010959904159478 2.7211774549633745 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 9 4 -4 5 -3 -7 -8 -6 10 -2 -1 13 17 16 -16 -15 19 -19 20 21 22 -13 25 -25 26 27 29 -29 -21 right_child=1 2 3 -5 8 6 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00018406541281308829 0.0063236744902129454 0.020069914559523266 0.19949368192784248 -0.054467057853348946 0.020607882858284059 -0.48334757261687805 0.006092151775956154 -0.25533723987829993 -0.17479394080915622 -0.027761734733735922 -0.1041578133675185 0.082529668332858686 0.19238517992198467 -0.085142769783303374 0.21338508382439614 -0.06817497693467886 -0.33083291284499633 0.33179341946892882 0.021644691627037218 -0.11419787544976263 -0.11705939322710038 0.20005844157366526 -0.13205806128680705 0.0035492526023711973 -0.40015966883830489 0.066442017351834276 0.0095582289580818068 -0.11068409252269516 -0.54650929242372515 0.1687132505146233 leaf_weight=86337 2416 33 31 76 62 21 20 39 28 898 66 155 40 69 30 80 31 34 77 51 42 105 44 103 31 438 2915 87 20 37 leaf_count=86337 2416 33 31 76 62 21 20 39 28 898 66 155 40 69 30 80 31 34 77 51 42 105 44 103 31 438 2915 87 20 37 internal_value=8.41808e-11 -0.0101416 -0.0674066 0.0191104 -0.113009 -0.171012 -0.249833 -0.166717 -0.0401838 -0.00488948 0.00338581 0.000412478 0.0121472 0.0104895 -0.0723006 0.00861413 -0.161307 0.01469 0.116645 0.0118804 0.0666797 0.0920647 0.0350831 0.00673087 -0.0898461 0.0103784 0.00248258 -0.103289 -0.192147 0.00475339 internal_weight=94416 3690 310 107 203 113 80 59 90 3380 2482 90726 4389 4349 210 110 100 4139 111 4028 346 304 199 3682 134 3548 3110 195 107 88 internal_count=94416 3690 310 107 203 113 80 59 90 3380 2482 90726 4389 4349 210 110 100 4139 111 4028 346 304 199 3682 134 3548 3110 195 107 88 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=31 num_cat=0 split_feature=4 7 16 7 12 16 7 15 16 11 8 8 15 12 4 15 11 13 8 8 15 15 10 15 16 7 4 7 13 8 split_gain=39.789 248.654 183.568 127.848 310.311 96.3409 120.063 213.231 112.549 104.414 102.563 154.565 141.118 259.172 198.927 125.422 205.742 173.281 124.028 119.644 101.293 97.2315 93.4937 89.3925 164.068 190.135 161.547 219.317 235.134 209.722 threshold=-0.11202411595940039 3.3624161433789088 -0.0028648403323877519 3.2123318080937846 0.18536446564193379 -5.392105233827619e-05 3.1096425260565943 2.3378411815249689 0.024222171496760338 3.430020141508328 0.59221600864539847 0.31792643331350362 4.6153372974626601 0.16489289318124953 0.90464999981389849 1.3757378907037769 0.56851653497369148 -0.060840495685628569 -1.3968815772906085 -2.0437533586235133 0.064145515417584106 1.9053897050325386 0.40198348949226576 -0.08668282381967761 0.0060763678093080503 0.5582088262094751 1.9408053655746684 1.1940924572859244 0.37435685611947439 0.31792643331350362 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 -1 5 -5 20 8 -8 9 23 11 12 14 -14 18 -16 17 19 21 -17 -2 -10 -22 -7 25 -25 -26 28 29 -28 right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 22 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=0.011640643940025376 -0.0030386176351742174 -0.33879723596301947 -0.0014773787489237235 0.42904393141684327 -0.05917169752220313 -0.0079663424690677859 0.053579078969501315 -0.40265967158600691 -0.05134358563059116 -0.046940003905520687 0.0068517780827593499 -0.058551243996977323 0.41434775319966405 -0.048031675594824332 -0.020363666711710197 0.10567384357082432 0.1207810561146055 -0.25181797503239733 0.017799620739070831 -0.11657715977556041 -0.026386258768912853 0.12889198795892298 0.012063587621389952 0.068729690920322314 0.021024224621706666 0.38513309592786049 0.041639815866673258 0.084680216230954675 -0.068615844599542772 -0.018051402334074217 leaf_weight=13872 10208 22 46178 23 30 2507 21 20 463 343 2424 799 22 27 378 29 35 88 1551 147 4153 32 746 109 6547 23 850 252 603 1914 leaf_count=13872 10208 22 46178 23 30 2507 21 20 463 343 2424 799 22 27 378 29 35 88 1551 147 4153 32 746 109 6547 23 850 252 603 1914 internal_value=-2.22058e-11 -0.00271363 0.00155298 -0.00249834 0.152695 -0.00273821 0.00196544 -0.168976 0.00233156 0.00750918 -0.0090238 -0.0198002 -0.00863057 0.159567 -0.0116573 -0.0586446 -0.10704 -0.137243 0.00389036 -0.0799563 -0.00871125 -0.039692 -0.0205313 0.00896768 0.0130902 0.123861 0.0116519 -0.00530326 -0.012038 0.000305159 internal_weight=94416 34366 60050 34344 53 34291 19184 41 19143 13148 5995 3571 2772 49 2723 677 299 264 2046 176 15107 495 4899 12805 10298 132 10166 3619 3367 2764 internal_count=94416 34366 60050 34344 53 34291 19184 41 19143 13148 5995 3571 2772 49 2723 677 299 264 2046 176 15107 495 4899 12805 10298 132 10166 3619 3367 2764 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=31 num_cat=0 split_feature=16 15 4 7 12 0 4 0 13 7 10 7 7 8 8 10 11 7 13 12 10 16 15 0 15 12 4 4 7 15 split_gain=39.7847 131.354 102.52 75.3425 68.4205 58.9309 70.5129 113.326 77.573 51.0593 48.1383 51.8002 48.1337 51.4041 64.7696 60.2985 51.297 72.1066 60.2629 45.1479 44.9841 43.583 73.0426 120.108 66.4863 55.7791 65.0193 51.1392 44.3366 42.8356 threshold=-0.018268093615660414 0.64696236387199668 -0.27757352146832331 3.3150210901309749 0.012737654556248415 1.775211043220434 0.98585177121638912 0.98279672165552368 -0.30650015913700351 2.6988853979078322 1.8913708703105152 -0.87154194676987029 -1.049273396449623 -0.4680825584772384 -0.45380358012815619 2.3412650755960587 2.9755566057561231 1.0914031752487336 0.26144078646193419 0.58053826900867245 -0.11850605736226169 -0.054805830526608292 1.5226986416159061 -0.31268979642451405 1.7904346762920398 0.0309864588013458 -0.48289845974950218 0.073839548334503846 0.02106488939955516 0.67354607796251675 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 19 5 -4 6 7 10 20 12 21 -12 -6 15 -15 -14 -16 18 -18 -1 -8 22 25 28 -25 26 -3 -23 -24 -2 right_child=29 3 4 -5 9 -7 8 -9 -10 -11 11 -13 13 14 16 -17 17 -19 -20 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.04625263643599143 -0.0014914051772593907 0.16702184709342752 -0.029921499396377539 0.079800571584835278 0.03530642195794783 0.11394364025909454 -0.080141362773490626 0.15714459942301384 -0.15346605907557762 0.17016511052846908 0.17211616724729539 0.0053348228233317807 0.021641689019971384 -0.12262908483660498 -0.0020215632767268781 0.18209735620766879 -0.009779694668387854 0.21377642488479617 0.16795440654580793 -0.0060240704847077282 0.041609772336932853 -0.024036238404537974 -0.073211397050369179 -0.073293358087539673 0.17834192698910123 -0.017716969099516668 0.022603776357830455 -0.08073876739250857 -0.23436251749333584 0.0051708490268107124 leaf_weight=1113 75092 37 455 78 647 32 71 37 82 20 25 73 970 43 2743 24 93 25 24 194 53 526 31 21 21 348 198 228 38 11074 leaf_count=1113 75092 37 455 78 647 32 71 37 82 20 25 73 970 43 2743 24 93 25 24 194 53 526 31 21 21 348 198 228 38 11074 internal_value=-1.65929e-11 0.00663401 0.0135338 -0.0164416 0.00706635 -0.020564 -0.0229699 -0.0158081 -0.0780045 0.0107337 -0.0199474 0.0478811 0.0100358 0.005867 -0.000803413 0.0255159 0.00101236 0.0596183 0.0266786 0.0384931 -0.0281026 -0.024538 -0.00645455 -0.0808046 0.0525243 0.00770129 0.0453419 -0.0411824 -0.161961 -0.000635176 internal_weight=94416 8250 6351 1899 5044 1821 1789 1583 206 4589 1546 98 4569 3922 2928 994 2885 142 117 1307 124 1448 694 111 42 583 235 754 69 86166 internal_count=94416 8250 6351 1899 5044 1821 1789 1583 206 4589 1546 98 4569 3922 2928 994 2885 142 117 1307 124 1448 694 111 42 583 235 754 69 86166 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=31 num_cat=0 split_feature=16 15 7 7 13 16 10 11 15 12 12 0 8 10 15 8 12 7 11 13 8 8 12 11 12 8 8 11 4 8 split_gain=35.2023 90.497 62.772 75.2299 59.4518 74.1582 55.7417 60.0158 45.4141 53.0257 47.7524 52.5729 77.6049 72.3313 44.2613 42.2892 42.0387 38.5624 54.4836 57.4644 37.7051 60.6513 54.7159 41.8734 37.0835 47.1067 55.0052 52.2677 43.9276 39.9939 threshold=-0.032806495281493687 0.75628144396805252 2.9042639619822137 -0.5911212150529267 -1.0364218951375312 -0.062493536184618316 -0.13887587988967623 -0.070965752487909942 1.252047473092831 0.58346102500485919 0.70108353312029548 0.27405973939072487 0.59332291544816396 -0.028701418869041404 0.97616131414377294 0.32412503101287987 0.83584960161672439 2.2407332165111358 -0.17515106898446256 1.3106192670299122 -0.41019175779654199 -0.66267540644499789 0.030360153945020056 0.56342702238621589 -0.33024407745001821 -0.4680825584772384 -1.1633258831341664 3.0597331521783855 0.23987770637444597 -0.45380358012815619 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 16 3 6 5 -5 7 -3 10 20 11 15 13 -13 -4 -6 17 24 -19 -20 21 -10 -22 -24 -1 26 -26 -28 -27 -30 right_child=-2 2 14 4 8 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 25 28 27 -29 29 -31 leaf_value=-0.025232406515156444 -0.00045054583549607906 -0.080110281142286771 0.1956870324164629 0.19888313513087191 0.051506185724141722 -0.052397478410663702 0.063866015245533883 0.065952302024445755 -0.074609039351344109 0.030365379114408755 -0.14801040745430416 -0.07012581944332591 0.0026365521275216624 -0.27195748847264511 0.026454502672833557 -0.025410955167940022 0.15062266980986233 -0.016919171165775609 0.22501984148314508 0.024024237811565402 -0.0076549909564096533 -0.31039917409420015 -0.15757691453211009 -0.001796437664465471 0.0051408216519438638 0.019304002017584698 0.064391002572153563 -0.050449013467444931 -0.13048880272186722 -0.0047081145524555876 leaf_weight=233 89541 78 20 23 119 24 148 44 24 37 31 56 84 26 68 179 23 37 33 25 67 20 80 22 361 1526 506 43 26 912 leaf_count=233 89541 78 20 23 119 24 148 44 24 37 31 56 84 26 68 179 23 37 33 25 67 20 80 22 361 1526 506 43 26 912 internal_value=2.39404e-11 0.00827535 -0.016246 -0.0229713 -0.0385113 0.0705696 0.0226129 -0.027432 -0.045393 -0.0801346 -0.0278467 -0.0198185 -0.0649185 -0.134121 0.0649164 0.00530428 0.0158457 0.0150083 0.0778974 0.138384 -0.0993294 -0.181786 -0.0778613 -0.123977 0.013352 0.0160165 0.0354598 0.0553962 0.00883579 -0.00819457 internal_weight=94416 4875 1150 1062 792 47 270 122 745 250 495 464 166 82 88 298 3725 3702 95 58 213 44 169 102 3607 3374 910 549 2464 938 internal_count=94416 4875 1150 1062 792 47 270 122 745 250 495 464 166 82 88 298 3725 3702 95 58 213 44 169 102 3607 3374 910 549 2464 938 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=31 num_cat=0 split_feature=4 7 16 7 12 16 7 15 16 15 11 12 7 15 12 16 0 16 13 7 13 11 13 13 15 8 15 12 10 8 split_gain=33.836 205.177 141.727 100.985 251.276 75.2524 97.332 173.171 90.4176 89.8779 84.7854 85.79 102.005 99.9655 198.318 180.777 249.337 161.762 152.793 324.287 465.714 433.11 311.07 192.575 223.107 180.615 144.254 160.145 151.904 215.055 threshold=-0.11202411595940039 3.3624161433789088 -0.0010233773353459613 3.2123318080937846 0.18536446564193379 -5.392105233827619e-05 3.1096425260565943 2.3378411815249689 0.024222171496760338 -0.40813875827586538 3.430020141508328 -0.010030369044295896 1.8852703171516298 0.25840548673097435 1.0000000180025095e-35 0.0074499259215254588 1.9728105432544318 0.013340596364116662 1.821093998606709 1.0914031752487336 1.4352974272767798 0.16484833073177876 -0.64928108488310754 2.6320061298080319 4.6153372974626601 -0.19008586495155655 1.5226986416159061 0.21580779385431287 -0.052422908623543263 0.54417663964661978 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 -1 5 -5 9 8 -8 10 -2 11 12 -7 -13 -15 26 17 -17 19 -18 21 22 25 24 -20 -21 28 -28 -16 -30 right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12 13 -14 14 15 16 18 -19 23 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.0084636186383732909 0.010346252635985096 -0.30779322927648373 -0.0019244152465427101 0.38429846161085629 -0.055029907251397774 -0.019637769393431027 0.048288463410877051 -0.36286572933197025 -0.0082111616887890499 -0.011077790017427383 -0.042457761397210574 -0.003182626019731074 -0.23397122352667479 0.2471524048093203 0.0048096040364845778 0.051550572507616688 -0.015210180956831514 0.01235380472925586 -0.097092973007093991 -0.2193374807635943 0.5308158592631419 -0.24260623497334688 0.31097038404741251 0.11939403256949258 -0.44647064521199181 0.11333493873769163 0.36617844222169937 0.026684691003780854 0.3057397189705322 0.059057623103483406 leaf_weight=19403 2312 22 40647 23 30 642 21 20 5995 12795 343 3969 23 37 258 1584 2520 3140 141 24 24 37 61 34 21 51 33 24 48 134 leaf_count=19403 2312 22 40647 23 30 642 21 20 5995 12795 343 3969 23 37 258 1584 2520 3140 141 24 24 37 61 34 21 51 33 24 48 134 internal_value=-3.45413e-11 -0.00250241 0.0014321 -0.00230685 0.135622 -0.00252003 0.00163706 -0.152275 0.00196671 -0.00779902 0.00660743 0.00792172 -0.0270508 0.00983743 0.0161618 0.0151111 0.011308 0.0254968 -0.011702 -0.00555073 0.118012 0.0607442 0.143273 -0.0969724 -0.142383 0.00687976 0.0735502 0.223234 0.0541593 0.124117 internal_weight=94416 34366 60050 34344 53 34291 19184 41 19143 15107 13148 12805 665 12140 8171 8134 7637 4724 2913 2717 197 173 136 196 162 75 497 57 440 182 internal_count=94416 34366 60050 34344 53 34291 19184 41 19143 15107 13148 12805 665 12140 8171 8134 7637 4724 2913 2717 197 173 136 196 162 75 497 57 440 182 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=31 num_cat=0 split_feature=11 11 15 12 8 15 10 0 7 7 16 15 12 7 11 13 0 11 12 0 15 12 0 12 7 0 16 8 15 15 split_gain=36.8656 81.4229 120.863 111.176 92.5038 83.9885 143.526 69.5455 133.427 80.7502 67.8324 65.6409 62.4183 53.2507 46.1777 90.3119 121.504 136.167 230.336 159.247 121.683 116.564 176.193 143.774 122.471 172.715 138 147.113 136.03 134.687 threshold=3.0341857948765485 3.1072352696614884 1.3757378907037769 0.49472222320467701 -0.21205681969287846 2.9381905080056581 -0.52818644209335042 -0.3509999035739626 0.99266348098220425 1.5535049444160915 -0.01079851157577069 0.57662158818994047 0.49423100370951961 -0.20011202575747059 -0.34609881530495645 -0.91947310870650767 0.71865861446722035 -0.055397831632103191 0.022095385938997049 4.6585506865736699 0.78881350457639621 0.20436237961714579 0.079484721500104355 0.19974491636266614 -0.69381049709011722 3.499165864945621 0.0334969470111958 0.41010686597461005 4.6153372974626601 2.3378411815249689 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=14 2 4 5 11 6 -4 -6 12 -10 -11 -2 13 -9 -1 16 -16 19 -19 -18 -20 22 -17 24 25 -24 27 -26 -29 -28 right_child=1 -3 3 -5 7 -7 -8 8 9 10 -12 -13 -14 -15 15 21 17 18 20 -21 -22 -23 23 -25 26 -27 29 28 -30 -31 leaf_value=0.0019638757916311668 -0.0086879711249382603 -0.00018776169578179735 -0.11906253620982171 0.28344234050281586 0.0092806945476143019 0.18804426736928323 0.18273803276511341 0.021831801270202893 0.31388442367315295 0.23626011772000274 0.011115711461752654 -0.14058979369833 0.070620096076366518 -0.10685257807374 0.0016151849856739517 -0.0057472071156750527 0.025975738020003292 -0.010906280749316873 0.05702094076403294 -0.13337284817415127 0.21132501657155897 -0.00076110269620920318 -0.0067532416729825656 -0.11770243087347838 -0.0042008767377697013 0.19190664278424308 -0.082327191430508206 -0.053011321819920298 -0.29421427672108019 -0.31328841916152411 leaf_weight=41222 371 3754 40 31 586 37 26 164 28 23 32 42 258 40 9674 9868 807 145 83 68 133 23620 900 186 1016 46 257 907 24 28 leaf_count=41222 371 3754 40 31 586 37 26 164 28 23 32 42 258 40 9674 9868 807 145 83 68 133 23620 900 186 1016 46 257 907 24 28 internal_value=-1.75432e-11 0.00799768 0.02631 0.117411 0.0184036 0.0674401 -0.000171403 0.0331947 0.0589078 0.175644 0.105267 -0.0221017 0.0379357 -0.00340043 -0.000488216 -0.00260455 0.00538734 0.0349115 0.086586 0.0135921 0.152032 -0.00497054 -0.0124847 -0.0322484 -0.027247 0.00290675 -0.0400272 -0.0305139 -0.0592292 -0.105018 internal_weight=94416 5432 1678 134 1544 103 66 1131 545 83 55 413 462 204 88984 47762 10910 1236 361 875 216 36852 13232 3364 3178 946 2232 1947 931 285 internal_count=94416 5432 1678 134 1544 103 66 1131 545 83 55 413 462 204 88984 47762 10910 1236 361 875 216 36852 13232 3364 3178 946 2232 1947 931 285 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=31 num_cat=0 split_feature=13 13 15 12 11 11 15 15 12 16 12 7 12 10 15 15 0 7 15 12 13 11 8 0 10 15 15 13 11 8 split_gain=33.0292 51.6646 50.3446 32.6081 31.6107 77.82 125.661 70.0443 217.644 54.8972 97.5604 77.1705 68.2474 91.266 76.5531 50.1337 163.774 49.6056 79.8428 40.3718 39.4918 109.509 158.331 194.189 213.92 254.957 188.009 186.864 179.161 149.23 threshold=3.3552066711860875 3.4035992724678903 -0.35415851297295359 1.1806120042929369 -0.72995783820149973 -0.62622159634501784 0.49655074538788424 4.6153372974626601 0.038624921951042966 0.023163301644380477 0.071020847656672645 0.02106488939955516 0.58346102500485919 -0.18103339524433626 2.7211774549633745 3.5353796731623546 3.9931646150306155 -0.92288658778846544 1.5226986416159061 0.5846645127679948 -0.28028750010935993 0.14533853247979023 -4.8968963463420794 5.0618149723573396 0.24998061739249902 4.6153372974626601 2.5110576107184825 2.6320061298080319 -0.46585205265731616 -1.3968815772906085 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 4 7 6 -6 15 -9 12 11 -11 14 -14 17 -1 -17 -8 -19 -15 -7 22 23 24 25 -22 -24 28 -28 -30 right_child=1 -3 -4 -5 5 20 9 8 -10 10 -12 -13 13 19 -16 16 -18 18 -20 -21 21 -23 26 -25 -26 -27 27 -29 29 -31 leaf_value=0.0050523098687044327 3.2979913055896763e-05 0.00060778012740667227 0.17926651551609948 0.074238519919878343 -0.0088213773099186585 0.0015650981111309187 -0.013112709742216839 0.3467076447994813 -0.083772348860899612 -0.019303052222881562 -0.11212144143480277 0.20576468181610108 -0.17655635218207655 -0.019142405101747223 -0.28810026115841336 -0.28076591461896899 0.0608314426150173 -0.090897043823421786 -0.29357408445615035 0.15574242784218356 0.13951411999407268 0.0040317495930147669 -0.006953287486529916 -0.11509380638599397 -0.013932060971856118 0.56626033429943379 -0.34439556655287745 0.18661662925172737 0.02714711098095118 -0.10398756579336961 leaf_weight=10243 25 108 42 59 2279 49049 42 23 24 39 56 25 26 33 27 25 32 77 26 22 42 13233 18268 32 40 21 25 27 118 328 leaf_count=10243 25 108 42 59 2279 49049 42 23 24 39 56 25 26 33 27 25 32 77 26 22 42 13233 18268 32 40 21 25 27 118 328 internal_value=3.86269e-11 0.0434038 0.112388 -8.05982e-05 -0.000127155 -0.000770773 -0.0176277 0.00508766 0.126888 -0.0714337 -0.0157292 0.068614 -0.0978548 -0.0221708 -0.133497 0.00453187 -0.088992 -0.104708 -0.142058 0.0508115 -0.000220108 -0.00294503 -0.00782962 0.10008 0.16693 0.281763 -0.00860591 -0.0692285 -0.0838948 -0.0692927 internal_weight=94416 175 67 94241 94182 83835 2652 10347 47 373 120 64 253 81 172 10300 57 145 103 55 81183 32134 18901 135 103 63 18766 498 471 446 internal_count=94416 175 67 94241 94182 83835 2652 10347 47 373 120 64 253 81 172 10300 57 145 103 55 81183 32134 18901 135 103 63 18766 498 471 446 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=31 num_cat=0 split_feature=8 10 10 7 12 13 12 12 4 15 13 15 16 15 10 10 10 15 7 7 13 7 15 0 7 7 4 7 4 16 split_gain=35.604 117.195 109.733 423.064 78.6663 59.8747 141.095 356.113 295.145 253.308 111.042 186.122 67.2458 81.733 64.9017 125.744 64.3452 133.371 125.86 91.4878 74.12 95.0721 145.475 74.0389 50.7594 41.5165 35.7117 38.1521 36.8809 34.6519 threshold=-3.1003991942116453 2.7146091315001537 1.8896907063775565 1.2967817393231147 0.78707150574759621 -0.26012391624194214 0.14713530843130976 0.21064998915516017 2.2316131215311112 1.2012321049714914 -0.032611478271243548 2.0266215951366271 0.0095796324183768673 0.23071776334903002 -0.67166105941411636 -0.52845492189707077 0.64837371526027388 5.9737900640389032 0.9136717255689808 2.7265325123024602 0.29437464011204995 0.58190635283344216 1.6950513637288724 1.1843280484759127 0.70829316149459975 0.27778809449253167 -0.63925039442255416 2.4698093072094838 1.0742671040777683 -0.032806495281493687 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 8 9 26 -8 11 25 24 -14 -12 -16 17 19 -18 20 23 22 -22 -17 -9 -7 -1 28 -28 -2 right_child=29 -3 3 -5 -6 10 7 12 -10 -11 14 -13 13 -15 15 16 18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.052682369524562678 0.0084709932918369518 -0.25159707226391353 -0.056042967778721864 0.46057567287074486 -0.17584951159078629 0.096376153004580536 -0.11439482668148621 0.030132794309230077 0.26019463531068854 -0.54367901417944164 0.13114900168031454 0.38193656921386721 -0.060389227748271969 0.20975128031956652 -0.20856947495856068 -0.045190303884446621 -0.021044577045900986 0.19500750446398007 -0.29561924517154692 0.13821846391703632 -0.011774614253253849 -0.13167159467734196 0.26009231118055492 -0.27706606061685657 -0.17716143992212086 -0.09090521685779096 -0.053986760005386929 -0.1850131152570248 0.079155864598958403 -0.0002350206031349399 leaf_weight=37 4821 21 51 23 32 29 28 21 37 27 30 20 21 24 33 40 101 38 20 37 81 37 26 21 27 20 218 20 23 88452 leaf_count=37 4821 21 51 23 32 29 28 21 37 27 30 20 21 24 33 40 101 38 20 37 81 37 26 21 27 20 218 20 23 88452 internal_value=7.55829e-12 -0.0175421 -0.0131614 0.104528 -0.0214715 -0.0166092 -0.0421106 -0.123426 -0.0061861 -0.325134 0.0065 0.124863 -0.0041367 0.0836857 -0.0111014 -0.0209343 -0.00549304 0.0208399 -0.0664288 -0.00650871 -0.0326302 0.00650561 0.0542865 -0.125016 -0.0864702 0.0199348 -0.0392602 -0.0522942 -0.0412802 0.000214967 internal_weight=94416 1143 1122 74 1048 1016 483 148 335 55 533 69 93 45 464 434 401 280 121 242 205 144 107 61 48 49 298 261 241 93273 internal_count=94416 1143 1122 74 1048 1016 483 148 335 55 533 69 93 45 464 434 401 280 121 242 205 144 107 61 48 49 298 261 241 93273 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=31 num_cat=0 split_feature=16 15 7 13 15 10 15 7 0 15 7 4 0 0 15 11 13 12 12 0 4 0 15 10 15 16 10 16 7 11 split_gain=30.5003 48.0372 40.6817 49.3402 37.2805 34.54 46.3521 33.6595 35.6536 32.9631 131.426 139.087 174.676 381.786 374.331 179.278 254.312 179.175 179.07 198.786 175.102 172.607 289.276 188.75 173.96 187.546 197.694 163.228 195.819 159.613 threshold=0.24386242650479925 2.5110576107184825 0.70829316149459975 -0.94366940934740884 0.39058320478146308 -0.5160368030494239 0.49655074538788424 -0.84784442014590322 0.75394423947329126 1.9053897050325386 -0.23565831569342113 5.0933280419020077 1.3487590610042037 1.8699781503795962 4.0010959904159478 -0.47253827507615614 -0.93963669257392535 0.44987388329680761 0.4656911510408755 3.0858199720173602 1.0239744686358894 3.0858199720173602 2.3378411815249689 0.2542676336131921 4.6153372974626601 0.012963555824462221 -0.14859930282717326 0.011050981446366827 -0.92288658778846544 -0.31780711298046116 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=9 2 3 4 -2 -4 -7 -5 -9 -1 11 12 20 14 -14 17 -17 -15 -19 -20 -11 22 -18 24 25 -23 -27 28 -13 -22 right_child=1 -3 5 7 -6 6 -8 8 -10 10 -12 27 13 15 -16 16 21 18 19 -21 29 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00025536646615352857 -0.0039568152677799976 -0.15940645423252137 0.035771863444918589 -0.054828676600143213 0.15186147908954062 -0.021960829524323346 -0.14003398974996004 0.015022241557924101 -0.084243050035906999 0.02844486854492061 -0.0063486599897658955 0.20213343444757348 0.13165826241718606 -0.064433811657551326 0.51659008254607519 -0.10944847037026194 0.21542269412960327 0.35597248815354848 0.27055854458700529 -0.093656280034400061 0.075283924557945955 0.26593993507380431 -0.030253021124946447 -0.092867363989353191 0.49534510020166639 -0.17400170791149139 0.24780964672565464 -0.157352640165622 -0.069023750134204573 -0.14594770844634031 leaf_weight=89309 28 24 31 139 34 66 67 308 41 512 2501 41 160 248 30 64 70 21 22 47 44 85 152 22 20 25 20 83 76 126 leaf_count=89309 28 24 31 139 34 66 67 308 41 512 2501 41 160 248 30 64 70 21 22 47 44 85 152 22 20 25 20 83 76 126 internal_value=4.46608e-11 -0.0202498 -0.0155722 -0.00253782 0.0814919 -0.0592851 -0.0814413 -0.0132137 0.0033607 0.000159529 0.00864062 0.0287092 0.0381579 0.0650716 0.192437 0.0346703 0.0754395 -0.0205731 0.100287 0.0224702 -0.000752413 0.105472 0.0472123 0.180668 0.220786 0.178546 0.01347 -0.050093 0.0259971 -0.0886878 internal_weight=94416 738 714 550 62 164 133 488 349 93678 4369 1868 1668 986 190 796 458 338 90 69 682 394 222 172 150 130 45 200 117 170 internal_count=94416 738 714 550 62 164 133 488 349 93678 4369 1868 1668 986 190 796 458 338 90 69 682 394 222 172 150 130 45 200 117 170 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=31 num_cat=0 split_feature=12 4 16 16 0 16 0 4 8 10 8 4 10 13 4 15 7 12 0 15 13 7 15 15 7 11 15 13 15 10 split_gain=30.1076 176.757 38.2233 88.5071 49.5023 48.3515 39.4794 41.0395 34.6451 101.073 73.4681 247.087 175.093 156.556 158.755 254.252 368.64 318.559 184.157 267.998 122.901 196.974 95.8416 84.6536 67.334 35.0591 71.0952 58.493 138.128 121.9 threshold=0.83937410149447877 1.6310051121617741 0.011425953847343134 0.015134226967406766 -0.23909406426899438 -0.026135717748292504 0.63800575731048648 0.16174615266466716 -3.1003991942116453 2.4210728624115885 -4.8968963463420794 2.395414070675852 1.8851525316308024 -0.7117881948721031 4.5219763331405263 5.9737900640389032 2.9042639619822137 0.028211068653706702 6.9470755083959936 4.6153372974626601 1.6846537477705146 1.0400585342301383 2.7211774549633745 1.1487340487878115 3.1333400526805613 2.9213682658541802 5.9737900640389032 -0.40160506304499111 4.6153372974626601 3.8012928907816832 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 4 -4 -2 -6 7 -5 9 10 11 -1 13 23 15 16 17 -15 19 -16 21 -20 -18 -13 -12 -10 27 28 -27 -29 right_child=1 -3 3 6 5 -7 -8 -9 25 -11 24 12 -14 14 18 -17 22 -19 20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.28962200684472922 0.002959130508381696 0.29435135955395908 -0.20658841907978057 0.036587662543905407 0.21903424426913262 0.050349243028105888 0.12632015184277581 -0.12296436692454987 -0.00044608350095808058 -0.205203440412879 -0.025601389751208698 -0.059393093585968018 0.28495237477123742 -0.030832943049344148 -0.010962585417123942 0.32798005994409324 -0.079535273539608931 0.43720109199102108 -0.083091536061517132 -0.48519170073453677 -0.19091275766491891 0.29224263865638667 -0.36408693857491015 -0.35034595012664793 -0.20726119450160435 -0.0023568985372483318 0.17567776945233346 0.012135199860889918 -0.26613904617726808 0.12475082009955488 leaf_weight=32 315 23 25 38 20 113 21 28 86591 28 719 20 20 33 26 32 29 26 29 22 20 27 20 20 21 2672 25 3302 20 99 leaf_count=32 315 23 25 38 20 113 21 28 86591 28 719 20 20 33 26 32 29 26 29 22 20 27 20 20 21 2672 25 3302 20 99 internal_value=2.16917e-11 0.0226547 0.0114957 -0.0407559 0.0245587 0.0757154 0.00689715 -0.0311011 -0.000140757 -0.0175918 -0.0127988 0.0245292 -0.00165276 -0.0205084 0.00742515 0.080406 0.00705074 0.175419 -0.0749726 -0.228318 0.0218769 0.0978732 -0.195679 -0.20487 -0.0307566 7.08181e-05 0.00738678 0.00669627 -0.00431665 0.0154133 internal_weight=94416 583 560 112 448 133 87 66 93833 1124 1096 356 324 304 264 140 108 59 124 48 76 56 49 40 740 92709 6118 6093 2692 3401 internal_count=94416 583 560 112 448 133 87 66 93833 1124 1096 356 324 304 264 140 108 59 124 48 76 56 49 40 740 92709 6118 6093 2692 3401 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=31 num_cat=0 split_feature=13 11 15 8 7 16 13 0 12 0 15 12 7 7 12 0 12 4 12 0 16 0 16 0 7 8 4 7 16 15 split_gain=29.295 65.1929 98.4312 44.1111 40.8318 64.5292 29.8922 65.6517 70.3543 101.92 85.803 66.0224 76.2277 51.1667 46.7571 52.5613 33.5663 133.516 42.3303 151.513 137.894 303.213 102.879 92.9297 70.752 149.114 35.4136 195.233 129.316 111.754 threshold=2.9361401864749186 -0.034441015095440043 0.064145515417584106 -0.27714249271380015 0.11585499589542338 0.011770632586506163 2.1551373713435988 2.7632085433904243 0.78685045697477507 1.4677220253103862 -0.056379283579475976 0.6917258017375475 0.02106488939955516 1.3718239069656775 0.83937410149447877 0.010929792916880593 0.7869241398990493 1.9408053655746684 0.73982847080083469 1.6058400431912929 0.015134226967406766 2.1724263647173485 0.010298215047806753 2.7632085433904243 0.076359118188811734 0.17225851912973697 -0.11202411595940039 3.3624161433789088 -0.0046434211998625978 0.16015302414351537 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 -5 14 8 10 -10 -8 12 -12 -13 16 -16 18 -18 26 -20 22 -22 24 -24 25 -21 28 -28 29 -1 right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 13 -14 -15 15 -17 17 -19 19 20 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.021285686971800898 0.0084796197723508594 -0.029050283712832865 0.18834180697089151 0.10402600336930759 0.13248315709332625 -0.082838696241378795 -0.0047503672645725012 -0.15063561393934138 0.0064448950521896961 0.22988147572392512 -0.059541023395667296 -0.073447146537629043 0.12625335915671551 -0.19971336565307671 0.021768633097720647 0.17569678231112418 -0.012210588503281571 -0.22395548774830756 0.0061598613107767958 -0.17511898260563613 0.54228042781353003 0.015075415559113027 -0.19535484219399782 0.091362804472446449 0.22972358934807058 0.16072531852584621 -0.002634598399884763 -0.30764072368897144 -0.00088717548382788924 -0.00019091907359144208 leaf_weight=5458 378 202 42 42 60 33 610 34 733 21 63 242 34 37 78 31 756 31 2582 20 20 24 26 20 33 39 32196 21 46193 4357 leaf_count=5458 378 202 42 42 60 33 610 34 733 21 63 242 34 37 78 31 756 31 2582 20 20 24 26 20 33 39 32196 21 46193 4357 internal_value=-2.66272e-11 0.019593 0.0372974 0.0988405 0.0709956 0.0218055 -0.000158361 -0.0130157 -0.0103265 0.0126679 -0.0279105 -0.0654842 0.00558278 -0.0901921 8.9872e-05 0.0655464 1.2131e-05 -0.0205512 0.000189992 0.0123759 0.100562 0.254714 0.0514117 -0.070695 0.112465 0.0468798 -0.000191781 -0.00283341 0.00132774 0.011752 internal_weight=94416 757 555 177 135 75 93659 1774 1740 754 986 376 97 279 91885 109 91776 787 90989 2764 182 44 138 46 92 59 88225 32217 56008 9815 internal_count=94416 757 555 177 135 75 93659 1774 1740 754 986 376 97 279 91885 109 91776 787 90989 2764 182 44 138 46 92 59 88225 32217 56008 9815 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=31 num_cat=0 split_feature=7 10 7 0 0 15 12 16 0 4 10 11 12 12 13 4 4 4 15 15 4 10 4 8 7 7 4 16 7 7 split_gain=28.366 82.6224 51.1994 99.7906 92.1927 84.0369 266.983 170.11 323.691 48.9151 131.341 148.636 77.0914 162.669 72.8623 67.5432 48.7964 88.0515 47.9241 40.5983 66.3219 79.9378 47.5327 36.0279 109.238 215.571 308.38 195.959 139.26 143.573 threshold=2.6514903446598983 1.8851525316308024 2.7502300389264271 0.091582650073614519 3.0858199720173602 4.0010959904159478 0.026147946774045302 0.014622978315309483 -0.15239224282550548 -0.16076166655472707 0.24998061739249902 -0.4211940745613319 0.024723410238089216 0.18923281916629797 -0.16333871367833627 2.395414070675852 -0.85485911185533336 -0.20977462216324663 0.1272214186243826 1.3757378907037769 -0.91057690039152572 -0.68460747723037396 -0.54254624453404454 -3.1003991942116453 2.1656910488685734 1.7351859818665054 2.7468271404786795 0.0074499259215254588 1.6285471120586534 1.4231685479842726 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=23 2 3 -2 5 9 -7 -8 -9 19 11 -11 -13 15 18 -14 -3 -18 -15 -4 -21 -22 -23 24 25 28 -27 -26 29 -1 right_child=1 16 4 -5 -6 6 7 8 -10 10 -12 12 13 14 -16 -17 17 -19 -20 20 21 22 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.025258650919049087 0.024651071942824714 0.014236149245586534 -0.0092111804913715435 0.23606738482530298 0.19370043178399404 0.23145525984466078 0.035740235805511472 0.0096657109531489288 -0.4953384560253471 0.32227637005800552 -0.17483314858830495 0.22584187883883713 -0.0081035553788145389 -0.064241885110735905 0.2375191769666142 -0.24296585415303706 0.14164174521908812 -0.06542650294303895 0.13156224869750441 0.20177628112336002 0.17176892635497182 -0.14477768396692617 0.042992818631375065 -6.4312035878797062e-05 0.053549387827515608 -0.028425221324253541 0.49387533903121955 -0.37444448678389841 -0.27788015630184892 0.19403234156028881 leaf_weight=809 158 104 1331 26 24 20 25 22 30 22 23 20 24 25 27 25 115 25 25 24 22 28 26 91295 20 26 20 23 21 31 leaf_count=809 158 104 1331 26 24 20 25 22 30 22 23 20 24 25 27 25 115 25 25 24 22 28 26 91295 20 26 20 23 21 31 internal_value=6.28155e-11 0.0112984 0.00435661 0.0545251 -0.000939433 -0.00365692 -0.0940711 -0.178623 -0.281683 0.0017501 0.0492835 0.0799661 0.0434536 0.0145031 0.105143 -0.127931 0.0661217 0.104665 0.0336602 -0.00459434 0.0568559 0.0110915 -0.0543697 -0.00026591 -0.0196395 -0.0122561 0.198662 -0.175378 -0.0235247 -0.0171658 internal_weight=94416 2171 1927 184 1743 1719 97 77 52 1622 191 168 146 126 77 49 244 140 50 1431 100 76 54 92245 950 907 46 43 861 840 internal_count=94416 2171 1927 184 1743 1719 97 77 52 1622 191 168 146 126 77 49 244 140 50 1431 100 76 54 92245 950 907 46 43 861 840 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=31 num_cat=0 split_feature=15 16 8 7 15 7 7 10 7 11 7 7 7 12 0 0 13 10 13 4 10 10 16 4 11 12 8 10 10 8 split_gain=25.5442 201.046 213.38 186.24 204.818 164.262 289.959 216.584 146.89 215.463 154.75 132.403 299.91 178.688 131.524 185.572 273.358 178.721 163.692 124.687 124.479 253.064 140.42 180.32 284.498 229.285 174.83 162.913 544.847 155.471 threshold=3.2160438033827625 0.011770632586506163 0.63339266083913948 -0.5911212150529267 4.0010959904159478 -1.1519626784868138 -0.89918906116449848 -0.37997321809862933 1.2454370983045198 -0.059838680850586266 0.73594027588922806 -0.99792875543102777 -0.84784442014590322 0.014211313041720864 5.7473642581895774 6.9470755083959936 -0.49267725017949521 0.43586390859398561 -0.40597383954959831 1.823504758130053 -1.9317765857282854 -0.74610296185759772 0.013753715261396739 2.7468271404786795 -0.070965752487909942 0.39700638513049363 -0.50029333997403935 -0.13326997209863431 -0.0022085246890409219 -1.3968815772906085 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 3 4 19 -6 -7 -8 10 -10 -4 -2 -13 -14 -15 16 -16 18 -17 -3 -5 -22 23 -23 -25 -26 29 -28 -29 -24 right_child=1 2 8 20 5 6 7 -9 9 -11 -12 12 13 14 15 17 -18 -19 -20 -21 21 22 26 24 25 -27 27 28 -30 -31 leaf_value=-0.0002317622689342741 0.21992764449587057 0.099905982925448319 -0.057408227141584382 -0.24612828940153123 -0.013578781050940356 0.57231165543198592 0.37753059969029645 -0.04878917382313655 -0.43742971147100135 -0.021922261497149102 0.1612159856728145 -0.27966727522703322 -0.1596631265696018 0.13709931066423131 0.055609696581959724 0.014882773799555644 -0.41480496724446614 -0.11841930850194052 0.34138835317948285 -0.16572412988791863 0.22105506195814587 -0.078661594265385687 -0.023667171069731319 -0.089095915011737664 0.56195999215478476 0.099000767618417751 -0.059636427275836471 0.55252714921598856 0.0077674416825175285 -0.17261783278964718 leaf_weight=92578 51 43 432 20 24 24 22 26 24 26 35 26 31 228 30 28 21 26 34 30 51 38 177 23 23 20 95 23 91 116 leaf_count=92578 51 43 432 20 24 24 22 26 24 26 35 26 31 228 30 28 21 26 34 30 51 38 177 23 23 20 95 23 91 116 internal_value=-1.04631e-10 0.0116736 -0.00785061 0.02308 0.116988 0.212987 0.288509 0.146607 -0.0584644 -0.221366 -0.0410231 0.0676978 0.0493871 0.0708831 0.0903571 0.0136864 -0.13809 0.101648 0.193934 -0.00925708 -0.000362284 0.00711918 -0.0108853 0.0948726 0.194786 0.34663 -0.0327953 0.037079 0.117675 -0.0826374 internal_weight=94416 1838 1363 846 169 96 72 48 517 50 467 475 424 398 367 139 51 88 62 73 677 657 606 104 66 43 502 209 114 293 internal_count=94416 1838 1363 846 169 96 72 48 517 50 467 475 424 398 367 139 51 88 62 73 677 657 606 104 66 43 502 209 114 293 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=31 num_cat=0 split_feature=12 12 12 12 15 11 15 0 7 11 4 7 11 15 7 13 0 12 15 8 11 7 7 10 4 8 10 15 0 7 split_gain=25.6168 93.7839 87.1689 106.898 141.21 77.3481 74.0359 296.599 136.272 123.852 151.651 118.171 118.705 243.394 163.937 142.699 134.632 113.006 110.597 104.537 100.782 108.995 107.667 89.2655 125.807 125.387 87.9027 125.624 83.3034 75.5731 threshold=0.04257923888706016 0.2690805481041314 0.029647885677041571 0.029758410063451968 0.44249758782887877 -0.39250319477899615 0.064145515417584106 1.8699781503795962 2.9556086030008086 -0.22734352159719967 4.0962728786227762 2.9042639619822137 -0.33247688455612506 2.0266215951366271 -0.95053370218309374 -0.64020747214276952 0.17223550723034833 0.04272660473560741 1.6100758957019139 -0.41019175779654199 -0.22035791608497846 -0.66616338269548903 1.2217395716805524 -0.37159219417973322 -0.63925039442255416 -1.9228799754237451 -0.14859930282717326 1.6950513637288724 0.35572075726191793 1.0677056486247669 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 -1 4 -4 -6 7 -2 -9 10 11 12 13 18 -15 -14 -16 -12 -8 -17 21 -11 29 24 -24 -26 -21 -28 -13 -22 right_child=1 -3 3 -5 5 -7 9 8 -10 20 17 28 15 14 16 19 -18 -19 -20 26 22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00078506857969569692 -0.0043713163022268157 0.0015206576556576696 0.02996939981288485 0.0073499932334475555 0.079531113667921594 0.26925545597360251 -0.019558463405571172 0.39078151180788323 0.066776052951812756 0.30334042864186422 -0.37063117390093597 -0.080251209479756669 -0.17514447229960473 0.37722379855811594 0.29834816836352862 -0.13744517212794366 0.019827242970466615 -0.078078748021394973 -0.15277416967984403 -0.076921921925255252 -0.013971390914351456 0.032649051697522989 -0.080880881416732858 -0.014898738217592803 -0.064568204451829966 0.13128302662833918 -0.0028899578824203615 0.24603910212931424 -0.31909155754939372 -0.13356383594649809 leaf_weight=34599 11194 32316 371 10743 44 42 1118 27 25 21 23 40 101 20 21 92 100 31 66 142 2459 51 46 212 39 202 171 23 23 54 leaf_count=34599 11194 32316 371 10743 44 42 1118 27 25 21 23 40 101 20 21 92 100 31 66 142 2459 51 46 212 39 202 171 23 23 54 internal_value=5.37956e-11 -0.00159872 0.00169709 0.00936498 0.0567325 0.172187 -0.00778276 -0.00326445 0.23501 -0.0178348 -0.0374144 -0.0327589 -0.0281821 -0.0121939 0.112004 -0.0682282 0.0681656 -0.202684 -0.0269843 -0.042998 -0.0053213 0.111601 -0.00811625 0.0343125 0.0706637 0.0995893 -0.0171375 0.0266223 -0.167447 -0.0165412 internal_weight=94416 48617 45799 11200 457 86 16301 11246 52 5055 1971 1917 1854 1325 141 529 121 54 1184 428 3084 72 3012 499 287 241 336 194 63 2513 internal_count=94416 48617 45799 11200 457 86 16301 11246 52 5055 1971 1917 1854 1325 141 529 121 54 1184 428 3084 72 3012 499 287 241 336 194 63 2513 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=31 num_cat=0 split_feature=11 11 15 15 7 7 4 13 8 4 7 16 7 13 12 7 13 15 8 15 7 4 11 15 0 0 10 0 0 4 split_gain=25.3759 80.4013 191.435 52.0416 292.273 209.44 90.9129 121.98 49.8709 190.119 150.472 197.277 203.373 214.466 173.469 115.742 126.898 110.982 54.914 52.2688 151.581 70.0994 49.5693 84.4415 208.599 169.651 196.749 110.104 109.09 160.921 threshold=2.7139456793234467 0.64006909429172631 2.9381905080056581 5.9737900640389032 0.87417584786236902 0.21064510239129161 4.0962728786227762 -0.35086004364532281 -4.8968963463420794 2.395414070675852 2.9042639619822137 0.013753715261396739 1.2454370983045198 1.821093998606709 0.026147946774045302 3.1333400526805613 -0.060840495685628569 1.6950513637288724 -3.1003991942116453 1.4454822406642041 0.29753603334583761 0.39634736755389816 3.5377980551254509 1.7904346762920398 0.31438616796909186 -0.47399551073798168 1.2144640000213196 1.9728105432544318 0.8416542216312396 1.2174516196662066 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 -3 6 5 -5 22 -8 9 -1 11 12 17 -14 -12 16 -16 -11 19 -10 -21 -22 23 -2 25 26 -25 28 -26 -30 right_child=3 2 -4 4 -6 -7 7 -9 18 10 14 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 27 -27 -28 -29 29 -31 leaf_value=0.27537476029847902 0.0074653291894267232 -0.025490687393907519 -0.30850915569067006 0.044010734977200629 -0.20322908542372964 0.48217335879802709 0.044312553935580784 -0.23858180948666163 -0.018454896153914113 0.18853315860033037 0.1894785875082016 -0.11617695410784923 0.43849321559948085 0.025805023312568665 0.047843933678590335 -0.30916375992474737 -0.25252038097771051 -0.10732266809791327 -0.00010930047032641211 0.037872661967565752 -0.10864589631557464 -0.37340885996818546 -0.010000899935054458 0.31826452690043622 0.10026388837556754 -0.07785929218225647 -0.056615494191646576 0.022601924696937205 0.52454624563455587 0.16706890704877236 leaf_weight=31 4584 543 25 24 22 20 27 35 641 21 20 38 34 20 39 27 22 32 86342 38 20 20 1444 28 56 128 28 53 20 34 leaf_count=31 4584 543 25 24 22 20 27 35 641 21 20 38 34 20 39 27 22 32 86342 38 20 20 1444 28 56 128 28 53 20 34 internal_value=-5.66744e-11 -0.00044588 -0.0379475 0.00602778 0.094374 0.243176 0.00512195 -0.115386 -0.000202009 0.0416347 0.0129946 0.0795518 0.149063 0.285646 -0.0763647 -0.136784 -0.0604842 0.00990323 -0.000338484 -0.0278603 -0.105153 -0.241027 0.00629395 0.0110657 0.0586286 -0.0143468 0.130825 0.141006 0.198055 0.299468 internal_weight=94416 87913 568 6503 66 44 6437 62 87345 284 253 145 107 54 108 88 61 53 87061 719 78 40 6375 4931 347 184 56 163 110 54 internal_count=94416 87913 568 6503 66 44 6437 62 87345 284 253 145 107 54 108 88 61 53 87061 719 78 40 6375 4931 347 184 56 163 110 54 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=31 num_cat=0 split_feature=11 10 10 13 4 12 10 15 15 16 7 10 8 16 0 13 4 10 11 8 8 16 15 8 13 0 15 15 15 0 split_gain=25.1955 32.9757 131.723 247.805 273.86 132.482 370.616 87.2672 64.9098 60.4468 59.9983 48.013 58.6277 65.0002 50.4667 76.5658 178.776 109.064 110.921 77.7523 135.853 99.2657 86.7052 119.168 67.9997 63.4351 62.9063 56.8761 49.8398 46.3762 threshold=-1.0366259201880001 -0.52948430068368435 -0.52377199075844938 -0.94366940934740884 0.72869908864697541 0.49472222320467701 -0.52845492189707077 3.2160438033827625 0.59871733859742482 0.011770632586506163 -0.25935584231738806 -0.6703842338037973 -2.8858821594942126 0.013753715261396739 1.1451105966834505 -0.81227005447806888 1.6310051121617741 -0.67693167675903798 0.10507150642005873 0.58612807166249137 -3.1003991942116453 0.0088157159391104543 1.0597440413455035 -0.41019175779654199 -0.46680065088297562 0.55533657872483433 1.7904346762920398 2.0266215951366271 4.0010959904159478 0.98279672165552368 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 3 4 -3 7 10 8 29 -6 -7 14 13 -13 25 16 -16 19 -19 20 24 -22 -23 -24 -17 -2 -18 -20 -14 -5 right_child=1 2 -4 5 9 6 -8 -9 -10 -11 -12 12 28 -15 15 17 26 18 27 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030447554333415033 -0.0014796716939959645 0.068062163780825344 -2.9742975841761859e-05 0.012563419144007305 0.43524753216367507 0.077974490482905293 0.48747503567825667 0.17247304745739508 -0.053231786579343979 0.21002629886973989 -0.13329047027975321 0.22986378842964769 -0.018207411985477383 -0.022034201167878652 -0.016931042332073737 -0.21747941294951098 0.15052897646542518 0.30109217708761044 -0.056823882268321128 -0.084220652214797409 0.23739684015822907 -0.099642029711428826 0.28041014269642206 -0.0027601174921506929 -0.0070381754461456758 -0.038799896367630822 0.37800543904304507 0.12918006743703569 -0.1548573024570942 -0.11304146103560925 leaf_weight=271 7985 217 80726 1459 26 41 22 31 182 22 20 20 2329 21 58 28 31 22 31 116 30 34 23 42 34 483 20 35 27 30 leaf_count=271 7985 217 80726 1459 26 41 22 31 182 22 20 20 2329 21 58 28 31 22 31 116 30 34 23 42 34 483 20 35 27 30 internal_value=2.66044e-11 -8.76444e-05 0.000605953 0.0256387 0.115874 0.0122425 0.13561 0.00622636 0.00314219 0.332021 0.00870729 -0.00513762 -0.0177103 0.100843 -0.00177864 0.0289634 0.103161 0.00848875 0.106634 -0.0196441 0.0195752 0.0780433 0.0297543 0.0974386 -0.102076 -0.00360835 0.239735 0.0418146 -0.0197734 0.0100328 internal_weight=94416 94145 82776 2050 265 1785 83 1702 1671 48 61 11369 2397 41 8972 504 109 395 88 307 191 129 99 65 62 8468 51 66 2356 1489 internal_count=94416 94145 82776 2050 265 1785 83 1702 1671 48 61 11369 2397 41 8972 504 109 395 88 307 191 129 99 65 62 8468 51 66 2356 1489 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=31 num_cat=0 split_feature=16 15 7 7 15 0 4 8 8 12 0 13 15 0 7 4 10 10 8 15 8 0 15 11 16 4 12 8 8 11 split_gain=25.0962 75.1595 53.4663 56.0008 40.8926 68.8817 64.3886 49.2793 132.737 46.9499 87.8578 45.6286 42.3218 41.841 39.4835 51.5334 39.4744 39.4494 43.904 38.7517 36.496 35.1269 34.4934 39.503 38.4823 32.4107 30.0295 36.2271 52.8804 35.8205 threshold=-0.032806495281493687 0.75628144396805252 -1.1282651518628466 3.1096425260565943 1.5226986416159061 -0.31268979642451405 -0.26884482716327529 -0.33436921825545701 -0.4680825584772384 0.028211068653706702 0.90214386449878992 -0.86301507387773724 0.89404477397611537 -0.57682790361281733 1.7035892797012162 -0.092474014718631203 -0.1215570766985473 -0.02850222417595873 0.63339266083913948 1.3757378907037769 -0.75133804314180808 0.2145782572376336 0.85663071366741561 0.47451024365208871 -0.048388211505035937 -0.21941197027703477 -0.33024407745001821 -0.54678307986868158 -1.1633258831341664 3.0597331521783855 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 26 21 4 6 13 11 8 20 10 -7 -4 -9 -6 15 -14 -11 -17 -19 22 -8 25 24 -24 -13 -3 -1 28 -28 -30 right_child=-2 2 3 -5 5 9 7 12 -10 16 -12 19 14 -15 -16 17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.020793600345968718 -0.00038041494513197847 0.060092568852835232 0.10321859518477981 0.068476497265510264 -0.059696242723025775 0.047934961318969731 -0.085102110222861585 -0.076194868866373236 -0.28542968066675323 0.11478930843119142 -0.241329781356312 0.14194867648184301 -0.13584080605671323 -0.20149423716508827 0.12616964003638081 -0.025590614854143219 -0.046641667080777036 -0.028564282400267468 0.13388037252489751 0.12125999151418608 0.033094211049923085 0.13289621867653398 -0.059907927245958087 0.045817056907496108 -0.041064652483910329 -0.08583205186802409 0.0053099262580980321 0.010355293847415608 0.062966363012084581 -0.03806255373515581 leaf_weight=234 89541 45 52 64 38 21 72 98 28 33 21 27 29 46 23 130 28 28 41 24 41 36 134 48 20 23 370 2624 459 38 leaf_count=234 89541 45 52 64 38 21 72 98 28 33 21 27 29 46 23 130 28 28 41 24 41 36 134 48 20 23 370 2624 459 38 internal_value=-3.97246e-11 0.00698723 -0.0153598 -0.0221587 -0.0280657 -0.0701412 -0.0181687 -0.0406216 -0.0905143 -0.0153321 -0.0966974 0.0179032 -0.0204644 -0.137348 0.00129496 -0.0113021 0.0406898 0.00684681 0.0679608 0.000368053 -0.0422167 0.053022 -0.0123018 -0.0320244 0.0640707 0.0107357 0.0138863 0.0162109 0.0339329 0.0552418 internal_weight=94416 4875 1150 1046 982 187 795 490 141 103 42 305 349 84 251 228 61 199 69 253 113 104 229 182 47 68 3725 3491 867 497 internal_count=94416 4875 1150 1046 982 187 795 490 141 103 42 305 349 84 251 228 61 199 69 253 113 104 229 182 47 68 3725 3491 867 497 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=31 num_cat=0 split_feature=4 15 7 8 16 16 15 13 16 12 15 0 12 10 4 7 4 7 11 16 8 0 15 0 11 7 16 16 4 15 split_gain=24.5285 93.0953 349.167 156.361 104.882 99.339 114.671 82.5746 109.667 173.213 222.657 264.173 525.695 408.829 193.984 206.102 189.404 158.15 153.265 206.74 126.27 120.241 359.163 145.827 283.616 225.612 212.58 134.228 199.283 158.694 threshold=-0.0043608566285731508 4.6153372974626601 0.44762036863096205 -0.46310153209733312 0.013753715261396739 -0.0057947305125593497 0.19414585025954553 0.49903501636634173 0.016622551061375824 0.71498504483324965 2.3378411815249689 1.4082405431572949 0.50155017418736492 0.24998061739249902 1.2761019233885145 -0.66616338269548903 2.2316131215311112 0.87417584786236902 0.14463997192856773 0.026600610610122435 0.59332291544816396 1.9728105432544318 1.3757378907037769 2.4910051504864472 -0.21721439360447908 0.068459942647489294 0.01069648010741033 0.015134226967406766 1.3357297321728603 2.9381905080056581 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 6 -1 -2 21 10 17 14 13 -13 15 -12 -11 20 -17 -20 -10 22 -9 25 26 -23 -25 -24 29 -29 right_child=7 2 3 -5 -6 -7 -8 8 9 16 11 12 -14 -15 -16 18 -18 -19 19 -21 -22 23 27 24 -26 -27 -28 28 -30 -31 leaf_value=0.017787755214430098 0.00026995421518587935 -0.43213243639987448 0.25507573276758194 -0.12723788463551064 0.020406413240767782 -0.0014746679281329366 -0.0029027648455388078 -0.0083182589963489463 -0.071358770589234316 0.0039777742812088226 0.10191706048324706 0.059965381218541058 0.30938509632833305 -0.46239079704572417 -0.51938850524879643 -0.46817214662830042 0.26840214775554067 0.076681466422115388 -0.0022197596379555764 -0.40043961246582599 0.00054163212773063294 -0.036778390923874422 0.065220735481951717 -0.034223011381303271 0.047351153274239222 -0.27138966757338495 -0.28819321823807864 0.24872302722185849 0.45893153587113256 -0.11493254005908966 leaf_weight=6309 23012 23 20 23 2722 51793 4655 3038 687 411 20 31 32 29 21 24 29 117 32 22 379 114 324 90 270 64 52 30 23 20 leaf_count=6309 23012 23 20 23 2722 51793 4655 3038 687 411 20 31 32 29 21 24 29 117 32 22 379 114 324 90 270 64 52 30 23 20 internal_value=-1.39696e-11 0.00106973 -0.117636 0.0505824 0.00118938 0.000355866 0.00900315 -0.00242857 -0.0130274 -0.0332954 -0.0505611 -0.145193 -0.0179357 -0.192507 -0.243577 -0.184474 0.0214057 -0.0336826 -0.257908 -0.164457 -0.0457957 -0.00379227 0.00337092 -0.0454966 -0.0128187 -0.121133 -0.127226 0.0928211 0.215321 0.103261 internal_weight=94416 65545 66 43 65479 62757 10964 28871 5859 1834 1394 211 92 60 119 98 440 1183 78 54 1066 4025 3435 590 412 178 142 397 73 50 internal_count=94416 65545 66 43 65479 62757 10964 28871 5859 1834 1394 211 92 60 119 98 440 1183 78 54 1066 4025 3435 590 412 178 142 397 73 50 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=31 num_cat=0 split_feature=16 7 13 15 4 7 15 4 16 4 10 0 4 11 7 15 8 15 13 4 0 4 10 8 8 8 16 15 16 15 split_gain=25.1802 40.2584 41.4178 33.0765 33.0058 39.3928 59.7225 32.9173 28.9705 88.9252 98.0305 88.171 89.9197 97.6507 84.7731 122.841 524.79 131.336 127.444 81.7944 96.6422 189.501 152.939 117.995 94.803 116.939 80.0044 79.1815 92.5353 110.983 threshold=0.24386242650479925 1.4231685479842726 -0.94366940934740884 0.42502594419317558 0.72869908864697541 -0.7175080237140844 0.82156764253867032 0.13633102105166714 0.0039516663936978317 -0.55127493883909251 2.127148101809806 -0.53650147503445034 0.18122740265213824 0.56342702238621589 -0.82019730575127492 4.0010959904159478 -0.018128116429594509 4.6153372974626601 0.49903501636634173 -0.62025789696610223 -0.67562765362981636 -0.77665870689225647 -0.0086000761453470884 -0.28644044468297686 0.56742149112057028 -0.50029333997403935 0.013340596364116662 0.44249758782887877 -0.0082971221625011346 -0.16826448239139011 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 3 -2 5 6 -4 -3 27 19 11 12 13 -11 15 -13 -17 26 -19 20 21 22 -10 -23 25 -21 -18 28 -1 -30 right_child=1 7 4 -5 -6 -7 -8 -9 9 10 -12 14 -14 -15 -16 16 17 18 -20 24 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0082857552783377076 -0.01041697111601631 -0.048273818180659567 -0.018146475145504586 0.12170813467353583 -0.074331671608935876 0.0085562933738853805 -0.17419500456890091 -0.19672539815306667 -0.23797342829082324 -0.012045910325455102 -0.036685449888364988 -0.010423819465578597 -0.24960928667675364 -0.22261350792646409 0.0084850902680997289 0.46366693521368091 0.24802980665117502 0.0044841465322261161 -0.27143683914954847 0.03872451996803284 -0.083567102365195767 0.40184802006591447 0.074607703621898377 0.066242168024182327 0.0014268907691751208 0.3172006498041906 -0.022778984205797315 -0.014162243026010199 7.1533737293539773e-05 -0.013129831663175308 leaf_weight=11366 36 59 105 40 92 354 32 20 23 185 611 4277 22 25 14388 29 24 47 26 25 60 22 49 20 35 38 20 4165 50943 7278 leaf_count=11366 36 59 105 40 92 354 32 20 23 185 611 4277 22 25 14388 29 24 47 26 25 60 22 49 20 35 38 20 4165 50943 7278 internal_value=-1.59622e-11 -0.0183991 -0.0103124 0.0591226 -0.019364 -0.00906455 -0.0545958 -0.0858565 0.000144949 0.00352821 0.00274232 0.00400737 -0.0572639 -0.0371135 0.00476305 -0.00734474 0.0828553 -0.0115339 -0.0937891 0.0603145 0.0191601 0.0732271 -0.0252446 0.242036 0.133384 0.206694 0.124935 -0.000769127 3.24935e-05 -0.00157872 internal_weight=94416 738 659 76 583 491 137 79 93678 19926 19654 19043 232 210 18811 4423 146 117 73 272 174 114 72 42 98 63 44 73752 69587 58221 internal_count=94416 738 659 76 583 491 137 79 93678 19926 19654 19043 232 210 18811 4423 146 117 73 272 174 114 72 42 98 63 44 73752 69587 58221 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=31 num_cat=0 split_feature=10 10 4 15 0 11 15 10 15 8 10 10 12 10 10 13 4 16 0 7 13 0 11 4 12 16 10 13 7 10 split_gain=25.2263 90.5598 114.27 86.937 112.056 98.5625 328.546 117.172 122.378 194.795 80.2636 77.233 76.1888 64.9094 129.762 94.4499 198.205 200.593 89.5381 126.24 219.724 244.1 174.856 88.6767 152.51 173.132 121.579 121.331 118.731 98.8579 threshold=-0.1233770480868993 -0.43344400223309232 6.241827638543902 -0.2206201320176214 1.775211043220434 0.074833813988588044 5.9737900640389032 -0.18103339524433626 2.9381905080056581 -1.1852424794540728 -0.18886261274636948 -0.3772859455931904 0.5846645127679948 -0.44451972206213847 -0.44183244955669954 -0.66137923520355824 1.725754251926207 0.009191860974182205 4.295612829368368 0.32913273551112693 -0.40160506304499111 6.9470755083959936 -0.050308319044627757 3.1920118449839001 0.042873970584154486 0.012153839019975366 -0.5138468986596324 -0.85091692355728654 -0.45288564307978579 -0.56421469962483173 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 13 3 4 -3 7 11 8 10 -10 -5 -7 -9 18 15 -15 -17 -18 23 -20 22 -22 -21 -1 25 26 28 -27 -25 -26 right_child=-2 2 -4 5 -6 6 -8 12 9 -11 -12 -13 -14 14 -16 16 17 -19 19 20 21 -23 -24 24 29 27 -28 -29 -30 -31 leaf_value=-0.00059586736405421161 0.0016224636071584483 -0.0018459870513046165 -0.21007531625883924 -0.031026506243156123 0.23513973236083985 -0.023748653087256266 0.37316748673717182 -0.013485349252548087 0.03203465756960213 -0.28271708333609152 -0.10506002744659781 0.024055582560843863 0.080135722532868381 0.0047506279159366324 0.0029962771925203953 0.051002862388151153 0.47447466798450644 0.046999840367408029 -0.11328664975539771 0.024930788214142258 -0.38567061197190061 0.096487116387912214 0.38621110965808236 -0.040751858952420728 0.31692358335600268 0.009813082814216615 -0.031127163595179232 -0.33050404515286741 0.20817364940814898 0.077679359167814266 leaf_weight=27206 47559 8346 28 1728 20 683 24 2544 32 51 160 669 90 417 3629 637 23 21 162 37 21 21 21 27 31 20 82 22 66 39 leaf_count=27206 47559 8346 28 1728 20 683 24 2544 32 51 160 669 90 417 3629 637 23 21 162 37 21 21 21 27 31 20 82 22 66 39 internal_value=1.56715e-11 -0.00164677 -0.0082552 -0.00786132 -0.00127944 -0.0170678 0.00641633 -0.024085 -0.042525 -0.161367 -0.0373005 -9.40424e-05 -0.0102865 0.00127781 0.0121098 0.0422311 0.0651817 0.270453 -0.000567017 -0.0587497 0.0296002 -0.144592 0.155739 -1.25536e-05 0.0552823 0.0138798 0.0576385 -0.168448 0.135905 0.18363 internal_weight=94416 46857 14375 14347 8366 5981 1376 4605 1971 83 1888 1352 2634 32482 4727 1098 681 44 27755 262 100 42 58 27493 287 217 175 42 93 70 internal_count=94416 46857 14375 14347 8366 5981 1376 4605 1971 83 1888 1352 2634 32482 4727 1098 681 44 27755 262 100 42 58 27493 287 217 175 42 93 70 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=31 num_cat=0 split_feature=7 15 8 8 0 16 12 12 11 11 11 8 16 0 0 15 15 12 10 8 10 15 16 16 0 10 13 0 0 16 split_gain=24.8356 97.4031 312.974 204.161 534.171 168.07 243.013 171.089 124.557 154.597 114.718 51.4397 142.681 118.742 81.022 85.8994 77.8665 91.4438 108.94 64.9294 66.3864 63.0824 163.996 162.721 132.591 106.421 151.855 142.085 120.615 113.931 threshold=-0.46473440639176927 4.0010959904159478 -0.018128116429594509 -1.9228799754237451 1.2912939002800308 0.012963555824462221 0.042505555962786414 0.039226665832610912 0.16484833073177876 -0.52248535448853595 0.10507150642005873 -1.204281131925983 0.0088157159391104543 3.0858199720173602 2.3387728826031124 0.93498380291082472 2.5110576107184825 0.024330434641963234 0.0017147447008054096 -1.5723250791873886 -0.52660030795340018 1.9053897050325386 0.0079930544183343718 -0.062493536184618316 5.7473642581895774 1.2613786805617124 1.2057686309193389 1.4082405431572949 1.9728105432544318 0.0099337388579404853 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 3 -3 -5 7 8 -4 9 -7 -8 12 13 14 15 -1 19 -18 -19 20 -14 -13 23 -23 25 26 29 -27 -29 -24 right_child=-2 2 5 4 -6 6 10 -9 -10 -11 -12 21 16 -15 -16 -17 17 18 -20 -21 -22 22 24 -25 -26 27 -28 28 -30 -31 leaf_value=0.0026119604466312337 -0.0011987074717100697 0.018529393456198955 0.27443863424773823 0.083658517458859619 0.71604594696651813 -0.13240411508651007 0.19069850053638221 -0.047718683118000628 -0.017508803568780425 -0.52088387012481696 -0.075031568826825337 0.0020841495207704458 0.090760431211027837 0.19124647294554642 -0.18387805534445723 0.20607109080467906 -0.29946098600824678 0.066928432775395258 -0.2386486280336976 0.032674413006332587 -0.047878504423512158 0.010209242179989815 0.11880155308406895 0.40022036394347316 -0.14645872291015544 0.033018607671683034 -0.11112646999184128 0.41720412357345876 0.081422920823097239 0.011224550576227016 leaf_weight=1749 61061 33 34 34 22 21 32 32 20 20 33 29173 36 34 23 21 24 28 20 133 851 20 119 23 46 75 86 23 20 570 leaf_count=1749 61061 33 34 34 22 21 32 32 20 20 33 29173 36 34 23 21 24 28 20 133 851 20 119 23 46 75 86 23 20 570 internal_value=-1.96167e-11 0.0021944 0.0608212 0.21583 0.332096 -0.0110318 -0.0787463 0.118241 -0.222104 -0.321906 0.0557894 0.0016963 -0.0109793 0.0061133 0.00260269 0.00502588 -0.0395765 -0.140084 -0.0603953 -0.0324819 -0.0422517 0.0029233 0.0278525 0.21882 0.0191075 0.0276361 0.0141658 0.116106 0.261027 0.0298046 internal_weight=94416 33355 281 89 56 192 126 66 61 41 65 33074 2919 1827 1793 1770 1092 72 48 1020 887 30155 982 43 939 893 775 118 43 689 internal_count=94416 33355 281 89 56 192 126 66 61 41 65 33074 2919 1827 1793 1770 1092 72 48 1020 887 30155 982 43 939 893 775 118 43 689 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=31 num_cat=0 split_feature=7 10 4 4 7 0 0 15 12 16 12 15 7 15 13 10 10 15 11 11 16 16 0 7 0 10 12 12 16 0 split_gain=25.0996 65.8127 40.6714 68.9202 40.4502 82.0032 68.3114 59.7764 192.593 136.084 54.7753 42.7333 28.9169 66.0353 349.987 347.334 318.417 61.3447 126.438 91.5279 108.42 155.594 130.998 124.963 121.163 348.118 155.691 173.685 218.98 169.805 threshold=2.6514903446598983 1.8851525316308024 -0.85485911185533336 -0.20977462216324663 2.7502300389264271 0.091582650073614519 3.0858199720173602 4.0010959904159478 0.026147946774045302 0.017796522407601441 0.20482903813754513 3.2160438033827625 -0.13296903365623061 5.9737900640389032 -0.54543862796590548 0.24998061739249902 -0.3772859455931904 1.9053897050325386 3.5377980551254509 -0.90878933931435668 0.0079930544183343718 -0.074957654242616287 3.7512060435604142 -1.049273396449623 3.499165864945621 -0.02850222417595873 0.025754971177919524 0.12194802881711474 0.0099337388579404853 2.7632085433904243 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 4 -3 -4 5 -2 7 11 -9 10 -10 -6 13 17 -15 16 -16 -1 19 -19 21 -21 24 -24 26 -26 29 28 -28 -22 right_child=1 2 3 -5 6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.00089687305667386424 0.021943704502161925 0.012188239309650201 0.12745987971272807 -0.055737106397747996 4.2842980409659511e-05 0.21359381847656689 0.16726965457201004 0.19761172518134118 0.094196872711181656 -0.28890694049564569 -0.13984435990452768 0.14036852134899661 -0.0020627193207417029 -0.3400777286356863 -0.052823307495564222 -0.24625816252082589 0.50470306135359266 0.19692856907844544 -0.11714750160039827 -0.02138671132519708 -0.00058158242232623245 0.29911106594584208 0.076553427038544966 -0.056308591286574609 0.45342975618938608 -0.10408256848653158 0.37986666624402177 0.022988961857399536 0.087209652218519271 -0.19846592525742493 leaf_weight=45136 158 104 115 25 1600 26 24 20 20 37 20 22 45040 34 20 24 21 30 66 28 377 33 88 362 24 21 29 647 216 49 leaf_count=45136 158 104 115 25 1600 26 24 20 20 37 20 22 45040 34 20 24 21 30 66 28 377 33 88 362 24 21 29 647 216 49 internal_value=2.29439e-13 0.010628 0.0595575 0.0947461 0.00443249 0.0490247 -0.000274896 -0.00261409 -0.0788688 -0.150682 -0.0228237 0.00194615 -0.000250132 0.00147932 -0.0801065 0.0558785 0.232739 0.00165079 0.0189242 0.023641 0.0208669 0.151997 0.0164549 -0.0303267 0.0319001 0.193257 0.0263909 0.0501427 0.121851 -0.0233429 internal_weight=94416 2171 244 140 1927 184 1743 1719 97 77 40 1622 92245 47205 99 65 41 47106 1970 1904 1874 61 1813 450 1363 45 1318 892 245 426 internal_count=94416 2171 244 140 1927 184 1743 1719 97 77 40 1622 92245 47205 99 65 41 47106 1970 1904 1874 61 1813 450 1363 45 1318 892 245 426 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=31 num_cat=0 split_feature=4 16 7 7 15 16 12 12 16 15 16 10 11 7 15 7 0 15 0 16 15 15 11 10 12 11 11 15 7 4 split_gain=24.4702 99.1169 82.7532 76.0357 71.6156 69.2153 81.2451 91.8625 66.6786 74.6989 76.8898 73.2503 134.806 106.674 107.147 95.1848 145.474 97.0143 90.6505 104.846 148.345 68.8468 93.6355 84.7631 68.8332 59.3031 85.2003 134.121 133.724 71.5687 threshold=-0.11202411595940039 -0.0010233773353459613 3.3624161433789088 3.26367644911238 -0.19164304183142103 -0.0062172156513592277 0.04257923888706016 0.022119946913754775 -5.392105233827619e-05 -0.13578135367922847 -0.054805830526608292 1.8300881899516779 0.17812098120499856 1.5535049444160915 1.7904346762920398 0.24224180455658104 5.7473642581895774 1.6100758957019139 2.9043510434147088 0.017202056732928486 1.3757378907037769 1.0203516820547636 0.56851653497369148 -0.054142664048294827 0.7869241398990493 3.3800231649137173 0.55863689289212159 4.6153372974626601 0.45551954417228457 0.6710262899867061 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 -1 6 7 -6 9 -2 24 25 13 14 -13 18 17 -17 19 20 -14 -12 23 -23 -11 26 29 -28 -29 -10 right_child=2 -3 -4 -5 5 -7 -8 -9 11 10 21 12 15 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.015156238354257529 0.00019844685095128431 -0.0015890888335450583 -0.19601206366311422 0.1929209852218628 0.0032065449822061861 -0.0074600270963767748 -0.00061168335048612885 0.036184857103427497 0.010662983333331729 0.0033388088615913347 -0.01730021427893013 -0.065354388874458033 0.026801628208859198 0.1461210197210312 -0.2244524661816803 -0.052860293633934553 0.15385663868100555 -0.22224785553084481 -0.15981451304436758 -0.018270754718421479 0.18633629951315622 -0.068685348538390131 0.1109762936719926 -0.25614937777247498 0.18559029762234008 -0.028604265480270619 0.02514619904094453 0.36322724389222766 0.017689907550811769 -0.0027572264069278879 leaf_weight=7032 7293 40647 22 20 1672 4451 4541 1707 6774 1572 6100 249 306 20 51 136 27 45 29 359 72 83 20 34 21 559 916 24 21 9613 leaf_count=7032 7293 40647 22 20 1672 4451 4541 1707 6774 1572 6100 249 306 20 51 136 27 45 29 359 72 83 20 34 21 559 916 24 21 9613 internal_value=-4.34438e-11 0.00121788 -0.00212808 -0.00200388 0.00709815 0.00251772 0.00812516 0.0198665 -0.00211746 -0.00708381 -0.0138666 0.00179411 -0.0211826 -0.0774934 -0.0924011 -0.00268207 -0.0626732 -0.0949732 0.013608 0.0204319 0.0571892 -0.0188747 -0.0889813 -0.123162 0.00574137 0.00345445 0.00448747 0.0334265 0.201976 0.00279037 internal_weight=94416 60050 34366 34344 19403 12371 7920 3379 34324 15123 7830 19201 1294 320 300 974 208 181 766 737 378 6237 137 117 1593 17907 17348 961 45 16387 internal_count=94416 60050 34366 34344 19403 12371 7920 3379 34324 15123 7830 19201 1294 320 300 974 208 181 766 737 378 6237 137 117 1593 17907 17348 961 45 16387 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=31 num_cat=0 split_feature=12 15 13 11 15 13 7 8 4 15 13 15 12 8 4 12 8 16 7 12 4 7 7 15 12 4 12 4 8 8 split_gain=22.8295 24.9985 22.5116 52.1635 77.8219 33.7414 45.2828 41.6742 61.7675 35.0653 31.7452 43.8921 45.073 72.9624 87.1923 58.0534 44.6374 87.6769 43.154 36.0826 41.6127 32.685 29.573 27.9129 27.7673 123.972 34.2111 105.54 125.187 60.7588 threshold=1.1806120042929369 -0.093816627220967494 2.9361401864749186 -0.034441015095440043 0.064145515417584106 3.4035992724678903 0.40417490315368926 0.63339266083913948 -0.082561261591650129 0.85663071366741561 2.1551373713435988 -0.040734545914426289 0.78685045697477507 -3.1003991942116453 1.9408053655746684 0.6917258017375475 -2.4714591517391291 0.013340596364116662 0.37652778875906107 0.83937410149447877 -0.22932472340401591 1.3718239069656775 -1.2033073195054087 0.3127958898119278 0.7869241398990493 1.9408053655746684 0.70983952062147593 3.4511195376773909 -0.44583392506284131 -2.6588571655801503 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 10 4 22 6 7 9 -9 23 19 -12 13 -13 15 18 17 -14 -15 24 -21 -17 -4 -6 26 -26 -1 29 -29 -28 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 12 16 14 -16 21 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.00024770070335627644 0.01557137516255562 0.1530819446500391 -0.072841565365471497 -0.026375241242441363 0.14940280577410822 0.0012874748971727159 0.20476772085436293 0.12014909490477295 -0.12838157281279564 0.23191848681086588 -9.7955108486313784e-05 0.12566333469890414 0.039782861123482394 -0.019479470701356021 -0.22646320399738129 -0.062234087581729963 0.00859393192222342 -0.25277377210557461 0.14707943659275771 0.0067393758019002594 0.13267335949296302 -0.17059174366295338 0.017105430512684216 -0.01212884232401848 -0.010660393503489556 -0.21469693794365852 0.070299484688559011 -0.024066406296145534 0.24086641532679401 0.0045507205769264106 leaf_weight=87004 39 20 41 202 23 36 37 20 20 21 998 21 21 70 31 214 288 20 20 65 44 32 337 20 756 31 146 31 42 3766 leaf_count=87004 39 20 41 202 23 36 37 20 20 21 998 21 21 70 31 214 288 20 20 65 44 32 337 20 756 31 146 31 42 3766 internal_value=-3.61085e-11 0.0621851 -3.88835e-05 0.0171365 0.0329732 0.0876954 0.109757 0.0759551 -0.00411624 0.126 -0.000177791 -0.0136578 -0.032532 -0.0556197 -0.0659928 -0.0511875 -0.0053039 -0.102928 0.0175336 7.3809e-05 0.0575751 -0.0763294 0.00734927 0.0742718 5.5162e-06 -0.0186974 0.000167285 0.00922762 0.128361 0.00700453 internal_weight=94416 59 94357 757 555 177 141 104 40 64 93600 1715 717 388 367 336 329 41 90 91885 109 246 378 43 91776 787 90989 3985 73 3912 internal_count=94416 59 94357 757 555 177 141 104 40 64 93600 1715 717 388 367 336 329 41 90 91885 109 246 378 43 91776 787 90989 3985 73 3912 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=31 num_cat=0 split_feature=16 15 11 8 15 4 10 10 4 4 4 15 11 7 4 11 10 11 10 12 12 15 16 4 8 7 16 16 7 10 split_gain=21.5962 66.4773 41.8419 46.7481 30.4512 51.2484 39.4306 61.8741 35.6041 73.7605 63.4061 94.0392 51.6358 51.0616 45.714 34.9497 34.5739 29.7943 29.3723 26.7464 45.7041 25.4363 24.9272 78.7895 111.556 114.367 135.706 104.914 100.879 77.5033 threshold=0.1225967522113595 2.9381905080056581 3.3200467518730776 -0.21205681969287846 0.67354607796251675 1.0000000180025095e-35 -0.67974514714456624 -0.52829036975930654 0.073839548334503846 0.49416672501104258 -0.4046491795333233 1.3757378907037769 0.56851653497369148 -0.073725217096313037 1.2761019233885145 2.9872824435802081 -0.39260785291701822 -0.11886704742885383 -0.0046594854778414223 0.039226665832610912 0.58002248853875715 1.1487340487878115 0.0039516663936978317 -0.55127493883909251 0.50233583066154064 0.11585499589542346 0.035841612007652707 0.038351462526453592 2.0353546524367552 1.8300881899516779 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 4 -4 5 -2 -6 -8 10 17 12 19 -9 16 21 -7 -11 -10 -18 -12 -21 -15 -1 24 25 26 -24 28 -27 -25 right_child=1 -3 3 -5 6 15 7 8 9 13 11 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 23 29 -26 27 -28 -29 -30 -31 leaf_value=-0.00064474733937841316 0.033949242143763408 -0.14622313715517521 0.18505951201786167 0.0035108835411232875 -0.10968082754005647 -0.012806328048642707 0.11424618365783845 0.056581447017773734 0.039788474810534512 0.11307926163650478 0.0049920837621431095 -0.28283556625247003 -0.129347867667675 -0.08906629734017231 0.023630238147008986 -0.13847229616797491 -0.11859740597151576 0.1984422950446606 0.040411449141818316 -0.15357834392537673 0.026348771527409554 -0.23580886139756158 -0.1716892039322335 0.0044740229916102768 -0.013048206993179129 0.43392837893962866 0.14676075521856546 0.058585742960373569 0.1326124694943428 -0.020088605905367631 leaf_weight=73752 283 36 23 37 58 586 31 59 29 26 37 24 20 27 21 23 21 20 26 48 20 21 23 17560 112 25 32 30 20 1386 leaf_count=73752 283 36 23 37 58 586 31 59 29 26 37 24 20 27 21 23 21 20 26 48 20 21 23 17560 112 25 32 30 20 1386 internal_value=1.36046e-11 -0.0120012 -0.00864564 0.0731045 -0.0122 -0.00121271 -0.0322833 -0.0218436 -0.032417 -0.00124407 -0.0610422 -0.104249 0.00951073 -0.0377488 -0.0994281 -0.0175523 0.0205509 0.104545 -0.0306351 -0.0634293 -0.100659 -0.153266 0.000190593 0.00340135 0.0600997 0.123119 0.0135908 0.20344 0.30001 0.00267714 internal_weight=94416 1476 1440 60 1380 892 488 430 399 191 208 129 79 142 69 609 73 49 47 105 68 48 92940 19188 242 130 55 75 45 18946 internal_count=94416 1476 1440 60 1380 892 488 430 399 191 208 129 79 142 69 609 73 49 47 105 68 48 92940 19188 242 130 55 75 45 18946 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=31 num_cat=0 split_feature=16 4 15 7 13 7 15 12 12 0 10 13 15 7 16 0 13 10 15 16 8 4 4 12 12 4 12 12 7 8 split_gain=22.0198 71.5297 62.0554 47.973 84.4425 42.9533 60.6656 41.1547 74.5198 44.5163 59.8807 40.3188 39.7209 55.6593 42.2228 38.1618 37.4259 40.6704 37.1713 35.1665 51.0483 76.9006 45.8185 35.0967 34.0715 50.1565 93.9357 49.1448 32.7984 29.9408 threshold=-0.018268093615660414 0.29859686135005187 2.1621156136613506 1.9603124847941924 -0.62911750101568964 3.3624161433789088 0.57662158818994047 0.03027419053336743 0.19430466045379818 0.071419435784430968 -0.3068229880748895 -1.268303109612837 1.252047473092831 0.37652778875906107 -0.062493536184618316 -0.75628051078655012 0.32730849376216603 0.40198348949226576 0.67354607796251675 -0.062493536184618316 0.26058906283691458 -0.12166146407318863 -0.29761237524011169 -0.015851320061910885 0.038624921951042966 -0.11202411595940039 0.029647885677041571 0.21300784273191536 2.7265325123024602 0.60461329049952639 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 12 -5 6 11 19 18 15 -11 -1 16 14 29 -10 17 -3 -9 20 21 22 -8 -13 25 26 -25 -26 -29 -14 right_child=-2 3 -4 4 -6 -7 7 8 9 10 -12 23 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 28 -30 -31 leaf_value=0.14575234074145557 -0.00047254470260046661 -0.0079111615707658269 -0.12800628053955734 0.21302917834657889 -0.03946410577606272 0.083945000613177279 0.11171542828902603 0.0014045333408791087 -0.14610103631303425 0.2074018986768682 0.0053430366499180142 -0.016138629751939759 -0.044799221115452904 -0.1626060798019171 -0.10845105454612236 -0.0090751161129492743 -0.03736985747928958 0.038799207323171214 -0.10220927215048246 -0.0061643161702029893 0.0041443218766641218 0.25299891924858092 -0.063057755554715794 0.030603759407030241 -0.011239628834978338 0.013630734191454797 0.11921376536618795 0.018304038927288237 0.12746179082563944 0.08509079995047715 leaf_weight=24 86166 1599 32 26 27 81 40 46 21 22 44 319 35 40 39 632 370 211 140 310 119 25 24 576 714 893 151 1626 28 36 leaf_count=24 86166 1599 32 26 27 81 40 46 21 22 44 319 35 40 39 632 370 211 140 310 119 25 24 576 714 893 151 1626 28 36 internal_value=1.24418e-11 0.00493543 0.0108697 -0.00967498 0.0844005 0.0116314 0.0106134 -0.00730001 -0.0201661 -0.00557115 0.072696 0.016499 -0.0118149 -0.0615903 -0.0248572 -0.0134818 -0.00838998 -0.00246592 -0.0765844 0.0151785 0.0469874 0.104272 0.0461755 0.0157788 0.0183319 0.029507 0.0490083 0.0106867 0.0201519 0.0210605 internal_weight=94416 8250 5867 2383 53 5835 5754 1423 905 719 66 4331 2330 150 110 653 2180 1810 186 518 208 89 64 4307 3988 1620 727 2368 1654 71 internal_count=94416 8250 5867 2383 53 5835 5754 1423 905 719 66 4331 2330 150 110 653 2180 1810 186 518 208 89 64 4307 3988 1620 727 2368 1654 71 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=31 num_cat=0 split_feature=10 10 13 4 12 10 15 0 7 16 0 0 13 0 10 16 16 10 15 4 8 4 0 8 15 16 15 4 4 8 split_gain=21.1928 102.22 203.639 220.527 106.117 293.952 60.598 59.7906 55.9717 50.7584 49.7307 48.2952 189.996 91.5143 135.682 45.2531 55.5203 43.3387 38.5761 61.2607 41.1202 94.1783 71.2886 38.5145 55.8128 89.8584 45.6673 170.683 71.8906 94.063 threshold=-0.52948430068368435 -0.52377199075844938 -0.94366940934740884 0.72869908864697541 0.49472222320467701 -0.52845492189707077 3.2160438033827625 2.7632085433904243 1.2967817393231147 0.011770632586506163 -0.23405326069669855 4.6585506865736699 -0.35388458122543537 3.3076153291983785 -0.56421469962483173 -0.011690648152716024 0.011770632586506163 -0.6703842338037973 0.59871733859742482 1.9408053655746684 -0.33436921825545701 0.59240598374590803 -0.13626167139415871 -2.8858821594942126 2.9381905080056581 0.017796522407601441 1.9053897050325386 1.725754251926207 1.1197011134623605 0.5789332095090105 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 3 -2 6 10 7 8 18 -5 -6 13 -13 17 -15 -10 -17 -1 -4 20 -20 22 -22 -19 26 -26 28 -28 -25 -30 right_child=1 -3 4 9 5 -7 -8 -9 15 -11 -12 12 -14 14 -16 16 -18 23 19 -21 21 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0010838344002451039 0.061509019170763304 1.8204982539874965e-06 0.0039711730014868668 0.39296804013160558 0.083106678623395658 0.43424760536714041 0.14361958075915612 -0.15418472066521646 0.189809935896293 0.18658374277028172 -0.10048626913502812 0.11448598219000775 -0.27038149494549324 0.23269445825074064 -0.089092938513495035 0.014074375903606415 0.19352285921573642 0.094449362399116651 -0.14606975406780839 0.11291468158364296 -0.052386068484999916 -0.14858468941723307 0.20847439125180245 -0.013715950897283814 -0.28509449183940888 0.011079227072851999 -0.091458528464039179 0.25511087576548258 -0.035663565557177472 -0.23148548794644222 leaf_weight=9170 217 80726 1331 26 36 22 31 24 23 22 25 23 29 38 20 125 20 31 50 20 22 36 20 2114 20 21 30 27 82 35 leaf_count=9170 217 80726 1331 26 36 22 31 24 23 22 25 23 29 38 20 125 20 31 50 20 22 36 20 2114 20 21 30 27 82 35 internal_value=9.97527e-12 0.000561819 0.0226137 0.104413 0.0104698 0.120881 0.00508551 0.00251546 0.00479889 0.298375 0.00786367 -0.00399528 -0.100152 -0.00356379 0.121733 0.0594963 0.0388259 -0.00419408 -0.00141421 -0.0498463 -0.0752777 -0.0298981 0.0718332 -0.0162792 -0.0177531 -0.133396 -0.0156808 0.0727059 -0.017939 -0.0942428 internal_weight=94416 82776 2050 265 1785 83 1702 1671 1647 48 61 11640 52 11588 58 168 145 11530 1479 148 128 78 42 2360 2329 41 2288 57 2231 117 internal_count=94416 82776 2050 265 1785 83 1702 1671 1647 48 61 11640 52 11588 58 168 145 11530 1479 148 128 78 42 2360 2329 41 2288 57 2231 117 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=31 num_cat=0 split_feature=4 16 7 15 11 7 7 10 0 12 10 10 15 11 0 12 15 0 11 16 10 10 15 12 0 11 11 7 7 12 split_gain=21.2576 76.9482 68.0482 63.4302 113.145 183.911 188.017 145.94 187.175 235.13 168.598 169.705 145.735 134.661 151.552 123.411 122.598 112.21 128.468 104.413 169.803 356.451 421.472 327.028 234.616 230.902 227.169 225.833 332.068 168.622 threshold=-0.11202411595940039 -0.0010233773353459613 3.3624161433789088 3.2160438033827625 -0.45612210212243681 -1.1796097928814417 -0.99792875543102777 0.78561514709190494 2.6422292576553237 0.023839215146805523 -0.047269828519882005 -0.0048586801709242025 3.5353796731623546 -0.40762204099473137 3.7512060435604142 -0.33024407745001821 4.6153372974626601 1.9728105432544318 -0.51764532781221151 0.013753715261396739 0.32977355739860575 0.24998061739249902 4.6153372974626601 0.012737654556248415 1.9728105432544318 0.097886312178917495 0.13710549741181544 1.0400585342301383 0.021064889399555201 0.030360153945020056 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 3 -2 5 -5 -7 8 12 -10 -11 -12 -8 14 -6 -15 -13 18 -14 -17 21 23 -23 -21 29 -26 -22 28 -28 -25 right_child=2 -3 -4 4 13 6 7 -9 9 10 11 16 17 15 -16 19 -18 -19 -20 20 26 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.0063162286826485923 -0.0028304491060700595 -0.0013380984803586914 -0.1777993459593166 -0.23478971612759128 0.34103686659243604 0.20737355875002372 -0.11565131795193469 -0.22985186206571984 -0.32387500775271449 -0.14012861977452817 0.28821626126766209 -0.10019759084615443 0.26356371844356713 -0.16789918938302437 -0.01678331844508648 0.064412202737671703 0.14445415392066493 0.36525239011515742 -0.07817982235415416 0.31675469550874924 0.40445792540198283 -0.011520403161644937 -0.61921282835482128 -0.050985193399735444 -0.049602038246255531 -0.34461621980993984 -0.015755801244837341 -0.21925921440124513 0.38618473439447343 0.13771814864063472 leaf_weight=19403 32713 40647 22 39 29 37 21 33 29 69 25 54 22 32 20 518 33 23 22 31 21 25 21 81 184 31 61 25 31 114 leaf_count=19403 32713 40647 22 39 29 37 21 33 29 69 25 54 22 32 20 518 33 23 22 31 21 25 21 81 184 31 61 25 31 114 internal_value=2.33118e-11 0.00113512 -0.00198347 -0.00187085 0.0173758 -0.0282999 -0.00641642 -0.0303144 -0.00821796 -0.0595216 -0.0171666 0.0585868 0.114211 0.0325637 0.194988 0.0257903 -0.00739865 0.186257 0.0926919 0.0312129 0.00369738 -0.0240491 -0.288945 0.00358183 -0.0200971 -0.092139 0.101614 0.0472576 0.119681 0.0593337 internal_weight=94416 60050 34366 34344 1631 407 368 331 298 210 181 112 88 1224 49 1175 87 67 44 1143 625 487 46 441 410 215 138 117 92 195 internal_count=94416 60050 34366 34344 1631 407 368 331 298 210 181 112 88 1224 49 1175 87 67 44 1143 625 487 46 441 410 215 138 117 92 195 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=31 num_cat=0 split_feature=10 10 15 0 12 11 15 11 15 15 7 15 10 10 4 7 7 0 4 15 16 15 15 4 16 7 0 12 10 15 split_gain=20.7427 73.0403 106.715 103.201 77.9524 121.388 161.375 112.006 102.735 149.424 77.1193 71.2199 74.2172 70.441 58.9942 121.14 144.817 102.273 117.721 126.904 106.909 122.959 138.646 99.3448 98.3839 96.5954 96.0533 95.3441 82.9353 174.869 threshold=-0.047356434908178681 -0.028701418869041404 3.5353796731623546 4.6585506865736699 0.022979581030280204 -0.47672963838348875 1.7904346762920398 -0.45193073881510443 0.85663071366741561 1.9053897050325386 -0.7175080237140844 1.4454822406642041 -0.047139918937436888 -0.044680297509806711 6.241827638543902 1.7351859818665054 0.96501636658757606 1.9728105432544318 1.6310051121617741 3.2160438033827625 0.0074499259215254588 0.19414585025954553 -0.19164304183142103 1.4716029357962066 0.010298215047806753 2.8529193209636179 1.775211043220434 0.02383921514680545 -0.025306448447805541 2.7211774549633745 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 8 11 -7 10 13 -10 -8 -6 -13 -2 17 16 24 18 23 -20 21 22 -19 -3 -16 28 -21 -23 29 -22 right_child=1 14 3 -5 5 6 7 -9 9 -11 -12 12 -14 -15 15 -17 -18 20 19 26 25 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0013274746311001497 0.078160776634547513 0.00077137088970787699 0.24492706044724116 -0.031300733202979679 -0.0071850981605619483 0.018326765893106219 0.40181365985245937 -0.023580757752060894 0.29038027756743962 -0.050527919977903374 0.14630201878371063 0.021217800471289405 -0.18140024977813785 0.012783746807954861 0.22396843175802916 0.2821695338595997 -0.14427488182726153 0.12279467499256135 0.035416155418038595 0.37725395470857626 -0.032525959362586336 -0.073002833918188556 -0.16289439316628115 -0.059462262766327767 -0.025100217399926024 -0.22248887760298597 0.067329354137182246 0.11594803970041019 -0.025639134622919904 -0.30156447206224718 leaf_weight=52392 219 34687 38 21 2120 1810 21 20 36 20 27 29 48 666 35 22 34 25 397 20 78 33 53 276 29 28 20 140 1037 35 leaf_count=52392 219 34687 38 21 2120 1810 21 20 36 20 27 29 48 666 35 22 34 25 397 20 78 33 53 276 29 28 20 140 1037 35 internal_value=1.26924e-11 0.00165498 0.012904 0.146609 0.0113314 0.0053408 0.0240086 0.175245 0.0372735 0.168627 0.258088 -0.0106164 -0.10509 0.0289618 0.00010991 0.0701114 0.0225066 -0.000118176 0.000940589 0.0525215 -0.0263465 0.0329087 -0.0713274 0.000295883 0.111109 -0.0389722 0.222292 0.0799054 -0.034504 -0.115856 internal_weight=94416 42024 5075 59 5016 4075 1878 68 941 56 48 2197 77 885 36949 120 98 36829 35400 437 1429 251 78 34963 64 1178 40 173 1150 113 internal_count=94416 42024 5075 59 5016 4075 1878 68 941 56 48 2197 77 885 36949 120 98 36829 35400 437 1429 251 78 34963 64 1178 40 173 1150 113 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=31 num_cat=0 split_feature=11 15 15 8 0 10 10 13 4 12 10 15 0 7 7 16 0 13 0 10 15 7 8 0 7 16 16 10 11 15 split_gain=20.1647 27.7537 40.1916 46.0596 30.3249 22.3494 84.067 165.321 179.982 85.5741 238.415 48.1761 48.2537 46.3959 45.5235 44.0376 37.7616 152.026 74.2256 110.286 41.8048 184.471 109.364 48.4564 61.0309 37.0328 45.1223 35.1112 43.9649 81.5478 threshold=-1.0366259201880001 -0.025700235392118912 0.17123822706326444 0.63339266083913948 -0.11004949281822024 -0.52948430068368435 -0.52377199075844938 -0.94366940934740884 0.78734939236928325 0.49472222320467701 -0.52845492189707077 3.2160438033827625 2.7632085433904243 -0.25935584231738806 1.2967817393231147 0.012153839019975366 4.6585506865736699 -0.35388458122543537 3.3076153291983785 -0.56421469962483173 4.6153372974626601 2.6988853979078322 -0.46310153209733312 2.7632085433904243 -0.36204512435457864 -0.011690648152716024 0.011770632586506163 -0.6703842338037973 -0.17335477042417771 2.1621156136613506 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 -3 4 -4 16 7 8 -7 11 13 12 14 -11 -9 -10 18 -18 20 -20 23 22 -22 27 -25 -16 -27 28 29 -2 right_child=5 2 3 -5 -6 6 -8 9 15 10 -12 -13 -14 -15 25 -17 17 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0013896225280094349 -0.008403552918147884 0.17235459555630331 0.0083276308499849773 -0.075056449130729397 0.15963822708085731 0.056921131206803366 -1.5243239651192633e-05 -0.0011297337049360188 0.36894974634051325 0.067827541344776393 0.39091456356373699 0.12823554921534755 -0.13835045720140141 -0.11795201756060124 0.17168732570565268 0.17065883662019457 0.10273890391640042 -0.24153006251516015 0.20902979734696842 -0.08108355878852308 -0.35446084438061176 0.14125814311779464 -0.062931331511466737 -0.0013398487120866776 0.22417969136011032 0.01278965220055543 0.1745639814436436 -0.015275426453590188 0.00376547847385825 -0.11131667511160426 leaf_weight=164 3036 27 26 27 27 220 80726 1479 24 41 22 31 24 20 23 21 23 29 38 20 22 26 31 28 21 125 20 2327 5689 79 leaf_count=164 3036 27 26 27 27 220 80726 1479 24 41 22 31 24 20 23 21 23 29 38 20 22 26 31 28 21 125 20 2327 5689 79 internal_value=-6.72885e-12 0.0272387 0.0668579 0.0312528 0.0854104 -7.84078e-05 0.000492601 0.0204908 0.0941935 0.00954892 0.108699 0.00471375 0.00242221 0.00691621 0.00447354 0.276414 -0.00423584 -0.0892573 -0.00384518 0.108991 -0.00442645 -0.0769152 -0.183944 -0.00391423 0.0953114 0.0538023 0.0351034 -0.00435103 -0.00146358 -0.0110135 internal_weight=94416 271 107 80 53 94145 82776 2050 265 1785 83 1702 1671 61 1647 45 11369 52 11317 58 11259 79 53 11180 49 168 145 11131 8804 3115 internal_count=94416 271 107 80 53 94145 82776 2050 265 1785 83 1702 1671 61 1647 45 11369 52 11317 58 11259 79 53 11180 49 168 145 11131 8804 3115 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=31 num_cat=0 split_feature=7 10 4 4 4 0 10 15 13 4 15 10 16 16 15 12 12 0 13 16 11 8 15 15 10 4 4 7 15 10 split_gain=19.3802 54.7406 34.5672 47.9646 31.6517 45.5069 48.7456 141.477 160 138.759 131.46 141.117 90.0418 90.9848 62.288 58.5705 69.7754 64.5625 48.313 39.547 67.4268 37.8962 45.3046 88.1587 37.4826 56.4901 32.0167 30.4511 37.3558 33.8223 threshold=2.6514903446598983 1.8851525316308024 -0.85485911185533336 -0.20977462216324663 -0.64029675073789083 -0.63530122505144926 -0.14762065063941912 5.9737900640389032 0.91339666484177962 0.57222942746752326 4.0010959904159478 0.016525674333681861 0.016622551061375824 0.081953157653749081 1.1487340487878115 0.4767927116314325 0.030593483205219613 -0.29454290356424889 1.8076516093617634 -0.0071538358440490285 0.074833813988588044 -2.2855001401184332 3.5353796731623546 1.3757378907037769 0.034268848827465247 -0.37532402767216944 -0.42482573581170824 3.3150210901309749 0.7273079869097222 -0.56421469962483173 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 21 -6 7 8 9 19 12 -12 14 18 15 16 17 -8 -14 20 27 -2 23 -23 -18 -26 -17 28 29 -7 right_child=1 2 3 -5 5 6 10 -9 -10 -11 11 -13 13 -15 -16 26 24 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00021979350549869927 0.11369196650727342 0.010292999719520315 0.11369474209136453 -0.03913421485444997 0.14123903975955077 0.14967399780517041 -0.020700725039742032 0.24324046413103742 -0.17766321575955343 0.22154152812184513 -0.30857573655144921 0.01923450604081154 0.099540466023609053 -0.069068441939141065 -0.18590735614299775 0.10296330916148329 -0.13793777736314272 0.16503039101759595 0.29474302927652996 -0.0010313470915097418 0.21554626064995924 -0.017841019370596681 -0.14917033041516942 0.12175329966315379 -0.089180682718753818 0.10310900766741148 -0.0174471899319221 0.11519204398447819 -0.069573239386081703 -0.01150731846690178 leaf_weight=92245 24 104 115 25 28 23 61 30 38 37 29 24 32 21 20 63 59 27 21 298 24 787 24 48 50 22 34 33 40 30 leaf_count=92245 24 104 115 25 28 23 61 30 38 37 29 24 32 21 20 63 59 27 21 298 24 787 24 48 50 22 34 33 40 30 internal_value=-2.82771e-11 0.00933894 0.0539632 0.0864039 0.00368855 0.0154751 0.0120092 0.0320516 0.0199375 0.0354196 -0.0119291 -0.160133 0.00722905 0.107087 -0.0147635 -0.00393166 -0.032584 0.036285 0.176885 0.0200479 0.0619253 -0.0102471 -0.0137099 -0.00981644 -0.0788471 -0.0304255 0.0607576 0.0326642 0.00338014 0.0584393 internal_weight=94416 2171 244 140 1927 1044 1016 553 523 485 463 53 410 74 336 316 219 88 53 448 150 883 859 835 131 72 97 126 93 53 internal_count=94416 2171 244 140 1927 1044 1016 553 523 485 463 53 410 74 336 316 219 88 53 448 150 883 859 835 131 72 97 126 93 53 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=31 num_cat=0 split_feature=4 0 16 16 15 16 15 15 7 0 0 11 10 13 0 8 8 8 15 11 11 11 15 15 0 7 7 0 10 8 split_gain=19.251 80.3836 70.1608 61.7707 82.4417 61.135 67.7177 92.9038 116.975 66.4874 98.2713 73.3505 86.0847 65.1524 79.1244 74.1282 74.0214 99.1408 109.792 136.327 98.6716 194.735 91.8995 73.626 73.16 72.7876 64.48 60.5568 59.4436 58.3138 threshold=0.31814696259082126 -0.3570488678607176 0.011770632586506163 -0.02039787726771786 0.19414585025954553 0.031384355455090863 4.6153372974626601 4.0010959904159478 2.2170356898871688 2.0776592575581865 1.775211043220434 -0.54588713295447666 -0.033230932976965742 0.49903501636634173 1.064457739526717 -1.3118717075971753 -0.71414623526510146 -0.16401741042215109 1.6950513637288724 0.076580215366643264 -0.10569419132009382 -0.30313734140479692 1.102411241087039 2.3378411815249689 0.90214386449878992 0.19879633907930813 -0.23565831569342113 0.25490468581600062 4.9817342515651246 0.63339266083913948 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 -5 -3 7 8 9 10 13 -11 -13 15 24 -7 -17 20 -19 23 21 -18 -22 -20 26 -16 -15 -6 -4 -12 right_child=1 5 28 4 27 6 -8 -9 -10 11 29 12 -14 14 25 16 17 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010176674987980083 -0.15431244049753462 -0.00031008115263779674 0.012468157902727942 -0.0002408246916211996 -0.020261949280088863 -0.070110097506271743 0.16618607074022296 -0.21435770789782205 0.19433429527741214 -0.092953312432823287 -0.20114305135793986 0.02684250427252155 0.2326577038534226 -0.0087801695562305711 -0.047370522876465045 0.053092558150730877 -0.057065749814203627 -0.0085846678288417719 0.28751252907163954 -0.099502371310849089 -0.058775405302319839 -0.31842219841976965 0.17363585918037983 0.058750257516900696 -0.22990916515390081 0.15763320355065938 -0.11099255782832831 0.05255413899421222 -0.076558951857058632 -0.028459712405773725 leaf_weight=5333 35 15775 5699 62023 2838 193 20 24 26 26 48 59 31 113 43 196 137 1185 34 22 46 36 27 24 30 29 136 119 76 33 leaf_count=5333 35 15775 5699 62023 2838 193 20 24 26 26 48 59 31 113 43 196 137 1185 34 22 46 36 27 24 30 29 136 119 76 33 internal_value=-1.91024e-11 -0.00290941 0.000700815 -0.000169441 -0.00101856 -0.00261973 -0.0170894 -0.0185568 -0.0166574 -0.0188983 -0.0225739 0.0549941 0.0977344 -0.0186798 -0.0582621 -0.0113675 -0.00472584 -0.0122258 -0.000930001 0.112455 -0.0703118 -0.111452 0.0271849 0.192852 -0.0823814 0.0352004 -0.064607 -0.0173316 0.0112965 -0.130791 internal_weight=94416 18328 76088 70313 64980 18293 2518 2498 2474 2448 2332 116 90 2251 351 1900 1707 1511 1265 80 246 173 73 58 279 72 249 2957 5775 81 internal_count=94416 18328 76088 70313 64980 18293 2518 2498 2474 2448 2332 116 90 2251 351 1900 1707 1511 1265 80 246 173 73 58 279 72 249 2957 5775 81 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=31 num_cat=0 split_feature=11 11 15 16 0 15 10 10 12 15 8 8 8 15 0 4 16 10 4 15 16 15 4 7 0 16 7 16 8 15 split_gain=18.664 53.1661 87.0936 66.3942 63.0936 61.5406 58.4005 86.3944 161.993 72.928 52.1498 57.6142 95.7785 48.8111 148.431 48.2954 202.394 112.298 105.249 127.114 100.198 92.8366 145.849 80.1257 74.5508 43.2135 92.1143 74.6841 68.4366 83.3034 threshold=-0.72995783820149973 -0.62622159634501784 0.3127958898119278 0.041787447695328113 1.1451105966834505 3.5353796731623546 -0.3068229880748895 -0.18103339524433626 0.5846645127679948 0.67354607796251675 0.54107729925823789 -0.41019175779654199 -0.57372962374906955 4.6153372974626601 4.6585506865736699 2.5664086052792845 0.009191860974182205 -0.14549879412614675 4.0962728786227762 3.5353796731623546 0.015627045093039419 1.102411241087039 3.7589647809662083 -0.43708729199714108 3.3076153291983785 0.0060763678093080503 -0.87154194676987029 0.0334969470111958 -1.8074304209741199 0.11635829425173494 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=13 2 -2 5 -5 6 -4 9 10 -8 11 12 -9 15 -15 25 21 -18 20 -20 24 -17 -23 -24 -19 -1 -27 28 -28 -30 right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 16 17 18 19 -21 -22 22 23 -25 -26 26 27 -29 29 -31 leaf_value=0.0018862797984231677 -0.0057072193279706293 -3.2887569600208829e-05 0.014891413378334323 -0.019849065124269642 0.1865870383474976 -0.22999109752814878 -0.067874391319762389 -0.015363058399547031 0.16831282297770184 -0.26671121846406892 -0.13113988347857902 0.065595311626123309 -0.27153879642486572 0.25863336815878196 -0.10079658269882202 -0.04647419282222448 -0.2917049119781171 -0.073817379417873571 -0.077530245725498659 0.21800391884012657 0.0022284731812154254 0.25156261257827284 0.11889716560641926 -0.092086913809180271 -0.31090157321757744 -0.016345212199452494 -0.048217861928412174 0.00048551050126960458 0.010036215290619594 0.084989515713179406 leaf_weight=8260 2221 81343 86 57 20 22 35 54 30 39 103 39 20 27 20 73 28 21 43 22 30 40 36 36 36 502 61 411 213 488 leaf_count=8260 2221 81343 86 57 20 22 35 54 30 39 103 39 20 27 20 73 28 21 43 22 30 40 36 36 36 502 61 411 213 488 internal_value=1.71035e-12 -0.000493252 -0.0142304 -0.0517155 0.0337707 -0.067095 -0.0582681 -0.0779298 -0.0494317 -0.172667 -0.0796739 -0.0327625 -0.0845997 0.00400766 0.105684 0.0035437 -0.0321813 -0.107673 -0.0737729 0.0224967 -0.145698 0.0412706 0.0984614 0.0134051 -0.223555 0.00485619 0.0195018 0.034843 0.0533744 0.0622148 internal_weight=94416 84069 2726 505 77 428 406 320 246 74 216 113 74 10347 47 10300 365 180 152 65 87 185 112 72 57 9935 1675 1173 762 701 internal_count=94416 84069 2726 505 77 428 406 320 246 74 216 113 74 10347 47 10300 365 180 152 65 87 185 112 72 57 9935 1675 1173 762 701 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=31 num_cat=0 split_feature=13 4 13 4 16 15 7 7 0 4 4 12 12 16 12 13 10 13 10 13 15 15 11 0 13 0 10 0 13 4 split_gain=18.7562 39.3151 23.7698 20.1285 63.4315 64.1314 58.3131 54.3309 52.962 75.3047 63.8666 48.9652 68.4149 63.7036 51.7378 42.6879 103.675 108.637 144.626 139.958 132.318 94.4003 359.941 104.472 90.4603 125.498 191.56 170.581 98.1466 77.2703 threshold=3.3552066711860875 -0.072786210971265447 3.4035992724678903 -0.11202411595940039 -0.0017674111400842302 -0.19164304183142103 3.3624161433789088 3.26367644911238 -0.15239224282550548 0.78734939236928325 0.45499767127620588 0.037053019566539627 0.029647885677041571 -0.016581194942934859 0.21543937923294459 0.49903501636634173 0.78675835141742323 -0.23021460017193893 0.78877628026473945 -0.23962427264340067 0.2848079261059735 2.9381905080056581 2.7139456793234467 2.7632085433904243 1.1244421759874201 4.295612829368368 0.46989155855581027 3.9931646150306155 1.6846537477705146 3.7589647809662083 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 4 5 -1 7 8 9 10 -5 12 -7 -14 -13 16 -10 18 20 -20 -18 23 -23 -19 29 27 -27 -26 -28 -17 right_child=1 2 -4 6 -6 11 -8 -9 15 -11 -12 14 13 -15 -16 24 17 21 19 -21 -22 22 -24 -25 25 26 28 -29 -30 -31 leaf_value=0.015884474206749422 0.0064897178077960391 0.19641762558370829 0.044089537717047191 -0.020993150807974374 -0.00098002827660587728 0.0050658535414888272 -0.16474604369564491 0.1628840612107888 -0.001003086586897876 0.17151313322596251 -0.18230821541696787 -0.015389692095767219 0.087494363210922521 0.020399392482265476 0.0029280213393654579 -0.027270865365072679 0.063957120004432419 -0.013202412047437119 0.021013714126845006 0.24382391452532393 0.25689811292276893 -0.46859604299068452 0.10581334127734106 0.20584875578465672 -0.0032706893353005441 0.31620707733015863 0.16387304101139308 -0.26004061206029011 -0.12840055199684922 -0.15175447996275931 leaf_weight=4906 134 20 21 1342 43184 4091 22 20 24566 20 25 2287 194 523 4733 1214 104 408 1012 29 54 20 24 23 5284 31 20 26 27 52 leaf_count=4906 134 20 21 1342 43184 4091 22 20 24566 20 25 2287 194 523 4733 1214 104 408 1012 29 54 20 24 23 5284 31 20 26 27 52 internal_value=2.11437e-11 0.0327077 0.118396 -6.07363e-05 0.00104538 0.00627217 -0.00199169 -0.0018873 -0.00198343 -0.0211249 -0.0239433 0.0022852 0.0100597 0.0385534 -0.00303959 -0.00117632 0.000637749 0.0247171 0.0407513 0.0272207 0.129899 -0.0157568 -0.155282 -0.00151291 -0.00833008 -0.00267823 0.123244 -0.00452794 -0.00402881 -0.0323839 internal_weight=94416 175 41 94241 59918 16734 34323 34301 34281 1387 1367 11828 4808 717 7020 32894 26240 1674 1199 1041 158 475 44 431 6654 5388 78 5310 47 1266 internal_count=94416 175 41 94241 59918 16734 34323 34301 34281 1387 1367 11828 4808 717 7020 32894 26240 1674 1199 1041 158 475 44 431 6654 5388 78 5310 47 1266 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=31 num_cat=0 split_feature=12 15 7 15 13 10 10 15 10 10 8 16 11 8 15 10 13 11 11 4 16 15 8 8 4 16 0 7 13 16 split_gain=18.4813 20.3064 18.7581 47.9075 287.533 261.298 228.39 54.5774 188.769 219.562 161.169 146.621 117.055 111.218 77.8539 76.044 68.2611 88.4178 59.3896 42.1345 104.648 141.053 136.142 145.438 130.765 148.574 175.418 139.781 121.546 99.5828 threshold=1.1806120042929369 -0.093816627220967494 -0.13296903365623061 5.9737900640389032 -0.54543862796590548 0.24998061739249902 -0.3772859455931904 4.0010959904159478 1.2144640000213196 0.16097028320337234 0.62763678581060145 0.012548063223133702 -0.52248535448853595 0.61701057235365397 4.6153372974626601 -0.3068229880748895 -0.28028750010935993 -0.50781558291287221 -0.12006457980237729 0.82644959485082159 0.0099337388579404853 1.5226986416159061 -1.6459338504618726 -0.82074062143129323 1.9408053655746684 0.0079930544183343718 4.295612829368368 -0.2159103768401153 1.0726889773943811 0.0084057272602198457 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 7 -5 6 -6 19 9 10 14 -11 -12 -10 15 -9 17 -14 -19 -1 21 -21 -22 28 29 26 -26 -27 -24 -23 right_child=1 -3 -4 4 5 -7 -8 8 13 11 12 -13 16 -15 -16 -17 -18 18 -20 20 22 24 23 -25 25 27 -28 -29 -30 -31 leaf_value=0.0022970440283304706 0.013938659028365061 0.13787396199069918 -0.001445259891070751 -0.30375339014126973 -0.033307337015867237 -0.20691824144838999 0.43887101780800591 0.14677422141807306 -0.32116128936409954 0.065982370376586927 0.11529299318790437 0.42321396272767475 -0.22310116220088233 -0.010033557591614901 0.24615733414082916 -0.091477380763916746 -0.25086441067132087 0.14986331306752707 -0.067940957099199298 -0.0044849993822882999 -0.064636976010201935 0.04153074324131012 0.092451064562220048 -0.015788344155774792 0.32914108874542375 0.026486777613640218 0.018847181608802395 -0.24624959557317197 -0.1260160142491604 0.29551324293899695 leaf_weight=41602 39 20 47168 34 20 24 21 37 20 20 36 27 21 27 37 21 22 21 31 1302 520 26 209 2640 35 311 38 20 29 38 leaf_count=41602 39 20 47168 34 20 24 21 37 20 20 36 27 21 27 37 21 22 21 31 1302 520 26 209 2640 35 311 38 20 29 38 internal_value=-7.89259e-12 0.0559506 -3.49851e-05 0.00137466 -0.0681162 0.0551401 0.20854 0.00152076 0.0426784 0.0745466 0.0336496 0.271201 -0.0382644 -0.142428 0.132815 0.0605107 -0.0964545 -0.0499201 0.0200185 0.00123916 -0.00727676 0.0124398 -0.017547 -0.00903871 0.0595253 0.0384865 0.167618 0.0100072 0.0658311 0.192333 internal_weight=94416 59 94357 47189 99 65 41 47090 320 273 226 47 131 47 95 58 95 73 52 46770 5168 1770 3398 2878 468 404 73 331 238 64 internal_count=94416 59 94357 47189 99 65 41 47090 320 273 226 47 131 47 95 58 95 73 52 46770 5168 1770 3398 2878 468 404 73 331 238 64 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=31 num_cat=0 split_feature=16 7 0 13 15 4 0 7 15 12 10 16 7 10 16 15 10 4 7 13 7 16 15 10 7 15 8 16 12 8 split_gain=17.2456 32.7282 37.6498 32.3939 30.3021 26.1746 26.1247 25.96 31.8705 25.3865 25.1467 21.9515 67.482 109.048 64.525 175.796 154.202 139.484 108.912 115.665 101.162 100.632 251.862 242.94 169.44 201.2 158.979 131.772 101.18 108.859 threshold=0.24386242650479925 1.4508156623789008 -0.56069733218147055 -0.94366940934740884 0.42502594419317558 0.034739345852965335 0.75394423947329126 -0.84784442014590322 0.073529261394192649 1.0000000180025095e-35 -0.43371866820740512 0.0039516663936978317 0.73594027588922806 2.7146091315001537 0.0084057272602198457 1.5226986416159061 -0.14360211422244615 1.9408053655746684 -0.36204512435457864 -0.4701612481942119 0.66089810824666573 0.016119965731735426 0.97616131414377294 -0.52818644209335042 0.37652778875906107 2.9381905080056581 -0.39293649741303976 0.0099337388579404853 0.028211068653706702 0.56897113980647951 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 -2 4 -4 -3 7 8 -5 -9 -8 -1 14 -14 15 -13 -17 21 19 -18 -19 22 -16 26 27 -26 -24 -25 -28 -30 right_child=1 5 3 6 -6 -7 10 9 -10 -11 -12 12 13 -15 17 16 18 20 -20 -21 -22 -23 23 24 25 -27 28 -29 29 -31 leaf_value=-0.00067571900373294882 -0.14320682268589735 -0.038718917055652953 -0.0092635640984072409 0.027659577876329423 0.12068497351321734 -0.16646429818609487 -0.1402215575932392 0.1141636040400375 -0.084582928061071372 0.003408258246860993 -0.025451985876522185 0.0053421653450893732 0.018164328144917623 -0.14400082619575275 0.00012992778940782647 0.18258000582333025 -0.045230774407585467 -0.019234229156257911 -0.077229884418390571 0.21060892196242201 -0.13863684610552984 -0.0034259336445217796 -0.27287684193459055 0.18921378492738422 0.11741448322480375 0.43888533282279973 0.10688853340016471 0.04719125188541004 0.057619210761604894 -0.18039857740311518 leaf_weight=73752 20 53 34 39 38 23 28 22 72 349 60 1326 3267 42 2928 114 30 2534 59 43 73 8355 29 71 88 25 45 818 33 46 leaf_count=73752 20 53 34 39 38 23 28 22 72 349 60 1326 3267 42 2928 114 30 2534 59 43 73 8355 29 71 88 25 45 818 33 46 internal_value=-9.17694e-13 -0.0152267 -0.00809148 -0.00388228 0.0593204 -0.0773787 -0.0118658 -0.00271819 -0.0451464 0.00997596 -0.0619696 0.000119957 0.00306499 0.016106 0.000468083 0.0197459 0.0973854 -0.00154619 0.0238083 0.105469 -0.0225777 0.00286201 0.015729 0.0552735 0.0731948 0.188536 -0.0620938 0.0585339 -0.0127977 -0.0809734 internal_weight=94416 738 662 642 72 76 570 482 111 371 88 93678 19926 3309 16617 1572 246 15045 132 73 2607 12438 4083 1155 1002 113 153 889 124 79 internal_count=94416 738 662 642 72 76 570 482 111 371 88 93678 19926 3309 16617 1572 246 15045 132 73 2607 12438 4083 1155 1002 113 153 889 124 79 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=31 num_cat=0 split_feature=10 15 16 8 10 10 7 4 7 7 10 16 0 13 13 15 13 7 15 16 0 7 7 13 8 15 13 16 12 11 split_gain=17.6295 127.691 30.6639 24.9948 133.712 74.0324 157.325 61.9974 142.401 222.805 87.5338 145.055 73.516 114.835 248.947 129.372 168.185 263.218 39.0428 94.3501 102.609 85.4099 37.2987 22.135 21.3386 157.061 115.73 151.098 78.2673 58.6253 threshold=5.1481174958245211 2.5110576107184825 0.002748428568296581 -3.1003991942116453 2.4210728624115885 1.8896907063775565 0.81098244353179028 4.5219763331405263 0.32913273551112693 0.87417584786236902 0.79053438994716496 0.0095796324183768673 1.1843280484759127 -0.68591159557558345 -0.8206715477561598 3.2160438033827625 0.040313483382584663 2.9556086030008086 0.7273079869097222 0.012963555824462221 2.9043510434147088 0.81098244353179028 3.1609871670751892 -0.72086180761244123 -2.4714591517391291 1.252047473092831 -0.58072489973388675 0.013753715261396739 -3.9374407572140169 0.074235047801826659 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 4 5 7 -7 12 -9 -10 11 -11 22 14 -14 18 -17 -18 21 20 -20 -15 -1 -16 25 28 -27 -28 -5 -29 right_child=1 -3 -4 24 -6 6 -8 8 9 10 -12 -13 13 15 23 16 17 -19 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31 leaf_value=-0.020625975589820312 0.029867343694923273 0.2458235563710332 -0.047522867798136602 0.088011316483319363 -0.23062350594305567 -0.052508115029018934 0.26674763337741125 -0.2668206932083253 0.20776400710145634 -0.21268215030431747 -0.2934870441257954 0.1064171477638442 0.1806474254777034 0.072599051614862783 -0.2948112448056539 0.42765613138675695 0.26081619641997594 -0.19893578439950943 0.32233414463698867 -0.079115000315781295 0.025769464831267089 -0.16408970733483633 -0.15940198659896854 -0.15127779719504444 -8.7433268707918561e-05 0.26901109544070145 -0.1443717605881393 0.039570538941770796 -0.0032709479591692629 0.2736686681923659 leaf_weight=612 149 24 78 101 28 33 29 31 30 28 20 29 24 31 21 20 33 20 20 29 28 30 20 22 91478 38 25 20 1342 23 leaf_count=612 149 24 78 101 28 33 29 31 30 28 20 29 24 31 21 20 33 20 20 29 28 30 20 22 91478 38 25 20 1342 23 internal_value=1.74368e-11 0.026467 0.00327511 -7.05487e-05 -0.0148009 -0.00935674 0.0968212 -0.0156383 -0.0780961 -0.0234189 -0.11349 -0.0503334 -0.00616663 0.0366889 -0.0773673 0.0729058 0.180566 0.0873249 0.0159549 0.0632973 0.149338 -0.0438053 -0.0250176 -0.221376 0.000109648 0.0117485 0.129235 0.0511249 0.00311818 0.164786 internal_weight=94416 251 227 94165 1138 1110 62 1048 138 107 77 57 910 278 67 211 73 53 138 77 48 61 632 43 93027 1549 106 68 1443 43 internal_count=94416 251 227 94165 1138 1110 62 1048 138 107 77 57 910 278 67 211 73 53 138 77 48 61 632 43 93027 1549 106 68 1443 43 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=31 num_cat=0 split_feature=7 10 7 16 0 8 4 15 12 10 16 15 15 4 4 11 8 7 16 7 4 7 7 10 10 15 0 4 11 7 split_gain=17.208 43.4175 28.9028 59.4845 53.4725 38.0495 44.3197 37.1437 142.397 108.919 159.513 32.4555 29.1848 27.9828 38.9703 24.481 23.3117 93.7138 165.881 161.783 218.411 103.081 102.93 66.4104 108.6 100.122 92.3125 58.528 123.543 173.819 threshold=2.6514903446598983 1.8851525316308024 2.7502300389264271 0.018441319517399281 3.0858199720173602 0.24487109641283036 -0.26884482716327529 4.0010959904159478 0.026147946774045302 0.034268848827465247 0.017796522407601441 3.2160438033827625 -0.10856144829453153 -0.85485911185533336 -0.20977462216324663 0.18515648389944972 -3.1003991942116453 2.1656910488685734 0.0074499259215254588 1.7351859818665054 2.7468271404786795 1.6285471120586534 1.4231685479842726 -0.74610296185759772 -0.53357830838188713 2.5110576107184825 0.53618152515010997 4.5219763331405263 2.7139456793234467 0.5582088262094751 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 5 7 12 -7 11 -9 10 -10 -4 -2 15 -15 -3 17 19 -19 21 -21 22 23 26 25 -25 -1 -26 -29 -30 right_child=1 13 4 -5 -6 6 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 24 27 -27 -28 28 29 -31 leaf_value=-0.04954753015432415 0.010850813239812851 0.037262030671207383 -0.00034488889093336182 0.1882687592258056 0.14802297155062358 0.019386617140321249 0.17510804951838826 0.1753456234931946 -0.059252572571858765 0.05809755532637887 -0.40904362066225569 0.12194723134691066 -0.14731213726103307 0.10232922961530477 -0.035427316367626187 -0.074784222617745408 -4.4945870957406711e-05 0.050587772801518438 -0.34319258617318193 -0.017344067389002214 0.42221261262893678 -0.23755022940181553 0.16558007098013355 0.019431397363995063 -0.0078014731223440981 0.298747585217158 -0.28469875872135164 -0.24818558999986362 -0.22052380485194073 0.15459039727846782 leaf_weight=101 28 78 1600 24 24 89 23 20 32 23 22 22 20 115 25 26 91295 20 23 26 20 21 31 33 550 21 20 33 21 30 leaf_count=101 28 78 1600 24 24 89 23 20 32 23 22 22 20 115 25 26 91295 20 23 26 20 21 31 33 550 21 20 33 21 30 internal_value=-2.71227e-11 0.00880002 0.00376783 0.0414615 -0.000211312 0.0194405 0.0513651 -0.0022809 -0.0623906 -0.12414 -0.20176 0.00131382 -0.0550504 0.0485419 0.0777298 0.00925047 -0.00020711 -0.0157911 -0.160039 -0.0089524 0.173768 -0.0187144 -0.0132435 -0.0200959 -0.00808036 0.128054 -0.0884155 -0.0196754 -0.0974216 0.000131608 internal_weight=94416 2171 1927 184 1743 160 112 1719 97 77 54 1622 48 244 140 104 92245 950 43 907 46 861 840 809 688 54 121 634 84 51 internal_count=94416 2171 1927 184 1743 160 112 1719 97 77 54 1622 48 244 140 104 92245 950 43 907 46 861 840 809 688 54 121 634 84 51 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=31 num_cat=0 split_feature=7 4 13 10 7 7 7 0 15 4 15 16 16 10 12 15 16 13 16 13 0 15 7 13 15 11 16 11 11 12 split_gain=16.5145 43.0759 166.3 111.453 98.6704 236.517 157.16 122.949 64.8107 87.8443 135.061 120.724 215.738 166.681 178.392 156.988 287.682 129.065 157.304 161.635 142.165 168.144 118.274 117.366 116.797 205.019 201.445 114.901 124.456 121.177 threshold=-0.13296903365623061 5.0933280419020077 -0.50779993808005863 -0.044680297509806711 -0.92288658778846544 -1.1519626784868138 -0.7175080237140844 5.7473642581895774 1.9053897050325386 0.024826592725984292 3.5353796731623546 0.017796522407601441 0.012963555824462221 -0.047269828519882005 0.023863776121563453 3.5353796731623546 0.015134226967406766 1.0229521371880832 0.020578400337765802 -0.85091692355728654 1.064457739526717 2.9381905080056581 -0.76885266473267966 0.082657009504162118 4.0010959904159478 -0.11886704742885383 0.011425953847343134 -0.50746630263726089 -0.4655526695639351 0.69843094784644577 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 3 -3 5 -4 -6 -8 -1 10 -10 12 24 -14 -15 -16 -17 18 19 -13 -19 -22 -12 -21 27 26 -26 -11 -29 -30 right_child=-2 2 4 -5 6 -7 7 -9 9 11 22 17 13 14 15 16 -18 20 -20 23 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.00079737739521708632 -0.0013224610812080531 -0.081647772269080515 -0.1230997639962218 -0.33219649818810554 -0.23132693178818695 0.29533073795826309 0.21015608438423705 -0.067584458396241484 0.0011190368453898127 -0.030785301477413315 -0.04232652244659571 0.45709636181592944 -0.1155332379423234 -0.16417608739331713 -0.0022427358709782071 -0.023885977578659855 0.47103455947793055 -0.15477762089669705 0.058999683030900113 0.048689741760492324 0.24306868982726129 -0.11082132449746132 -0.35736798779530959 0.31405688491463662 0.071945408225059501 -0.074957114934921271 0.4695091988031681 0.21681855042775472 0.023796405078628541 0.25674533570806185 leaf_weight=45095 47211 92 22 22 28 35 28 37 189 214 26 20 196 43 103 24 23 50 341 50 29 25 22 25 25 25 26 45 321 24 leaf_count=45095 47211 92 22 22 28 35 28 37 189 214 26 20 196 43 103 24 23 50 341 50 29 25 22 25 25 25 26 45 321 24 internal_value=8.17161e-12 0.00132263 -0.0389581 -0.129999 0.0302331 0.133831 -0.0332625 0.0520576 0.00154917 0.0199144 -0.0369244 0.0282865 0.00881825 -0.0505773 0.0153884 0.0668635 0.218309 0.0668265 0.0907035 0.204504 -0.0332733 0.0792307 -0.186721 0.137145 0.042796 0.159631 0.274625 0.0280949 0.0604035 0.0400015 internal_weight=94416 47205 264 114 150 57 93 65 46941 1846 237 1609 1069 389 193 150 47 540 436 95 104 54 48 75 680 76 51 604 390 345 internal_count=94416 47205 264 114 150 57 93 65 46941 1846 237 1609 1069 389 193 150 47 540 436 95 104 54 48 75 680 76 51 604 390 345 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=31 num_cat=0 split_feature=4 0 16 16 15 16 0 10 4 16 15 7 11 8 12 10 4 15 12 8 0 15 16 8 15 4 12 13 10 15 split_gain=17.9443 82.9715 55.8997 81.8181 84.279 54.3617 52.2792 67.9692 101.921 49.405 104.245 90.4368 109.339 101.639 84.321 83.6319 115.347 80.798 80.7375 76.0087 139.917 117.651 188.14 85.0568 96.2101 67.8307 64.0224 61.966 57.5827 54.0944 threshold=0.13633102105166714 -0.33486933214261577 0.0060763678093080503 0.015134226967406766 0.93498380291082472 0.015627045093039419 0.15308045365562403 0.016525674333681861 0.90464999981389849 0.041787447695328113 0.75628144396805252 0.50686418519087983 0.076580215366643264 0.49303784617923124 0.69916777708918187 0.3194080099535937 -0.38572553333016973 2.9381905080056581 0.21064998915516017 0.31792643331350362 -0.67562765362981636 2.5110576107184825 0.025269734602783592 -0.85361551480275111 4.6153372974626601 -0.56109886471257908 0.47708744332852704 1.5512380345144325 -0.51911009259984264 0.89404477397611537 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 -1 4 -4 -5 7 8 -3 19 -11 13 14 17 -13 16 -14 -12 -19 20 -7 25 -23 -22 28 -21 -17 29 -25 -15 right_child=1 6 3 5 -6 9 -8 -9 -10 10 11 12 15 27 -16 26 -18 18 -20 21 23 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00010150677967769448 -0.097702996440968679 -0.011559171240790003 0.045112119776833999 -0.12651546895503998 0.24806280455418994 0.22863498914700289 -0.00068150854019578529 -0.05558275247854421 0.21046699441614605 0.020186116018969972 -0.063676986158677368 -0.007394468771559852 0.037918913271278144 0.084240039035275174 -0.2037277300953865 -0.067732258314310123 0.31085698594649636 -0.31466019783485022 -0.064709285957117876 0.16426254040722191 -0.0013643652734321519 0.030800724058515496 -0.26726637380197643 0.12898075733319275 -0.13361941641196609 0.0086179597446353184 0.11168977104228091 0.10508955176919699 0.050657593875340273 -0.050503067817733761 leaf_weight=66973 91 1338 76 29 28 39 21557 388 21 1163 283 175 32 37 25 43 30 28 24 29 370 45 40 128 24 812 37 46 352 153 leaf_count=66973 91 1338 76 29 28 39 21557 388 21 1163 283 175 32 37 25 43 30 28 24 29 370 45 40 128 24 812 37 46 352 153 internal_value=1.02793e-11 -0.002402 0.000791241 0.0122027 0.0997527 0.00989408 -0.00202986 -0.0186677 -0.0081283 0.0109045 0.000331557 -0.0249596 0.0157074 -0.0493171 -0.0319361 0.0828109 0.169986 -0.0847286 -0.199298 0.0228401 0.0433145 0.0026531 -0.109466 0.035045 0.0617741 0.013985 0.0152504 0.000949286 0.0715438 -0.0242636 internal_weight=94416 23395 71021 4048 104 3944 23304 1747 1359 3915 2076 913 342 571 200 142 62 335 52 1839 913 926 85 874 504 841 80 236 480 190 internal_count=94416 23395 71021 4048 104 3944 23304 1747 1359 3915 2076 913 342 571 200 142 62 335 52 1839 913 926 85 874 504 841 80 236 480 190 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=31 num_cat=0 split_feature=4 16 15 16 7 7 16 7 15 0 13 11 8 15 16 11 8 0 0 4 16 15 11 8 8 12 13 15 4 8 split_gain=16.2844 74.0371 47.0814 68.0039 85.5664 125.814 72.9106 98.674 94.7103 288.014 258.969 100.356 77.445 92.1859 113.006 70.2816 89.7857 74.2031 68.8484 68.0848 107.624 113.055 170.813 113.089 164.231 234.3 95.1882 79.712 130.457 188.67 threshold=-0.22918702089741941 -0.0002196754789029014 -0.5006688805853392 0.001632260877882362 3.3624161433789088 3.2123318080937846 0.0068417697626804198 3.1096425260565943 0.89404477397611537 4.6585506865736699 -0.41034261605420547 0.42660894871114513 0.62763678581060145 0.20545738576866981 0.0060763678093080503 -0.29260903595423543 -0.60655564819320051 1.8699781503795962 2.4910051504864472 0.59240598374590803 0.019085546775916992 2.0266215951366271 -0.076055265075384876 -0.57372962374906955 -0.37632064705168439 0.41504642109014894 -0.40799019793634012 1.6100758957019139 0.43544757003543666 0.54417663964661978 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 -2 -4 5 6 8 19 11 -10 -11 12 15 -14 -15 17 -17 -5 -18 20 21 -8 26 -24 -25 -26 -23 -22 -29 -30 right_child=2 -3 3 4 -6 -7 7 -9 9 10 -12 -13 13 14 -16 16 18 -19 -20 -21 27 22 23 24 25 -27 -28 28 29 -31 leaf_value=0.0062597399580353518 0.0092792112046285232 -0.001599397711288882 -0.0066801246209477741 -0.0029205612562320854 -0.19534189392897217 0.2101167721994992 0.021574415324866217 -0.19045749935838913 0.35477456053452833 0.19846459754087309 -0.24819149518013003 0.22338922328275182 -0.10409424362281704 0.13874811593372868 -0.04066168152046605 -0.078994186937343336 0.019544424658471889 0.20280557492002849 0.23961785613071351 -0.0040115499718794906 0.0051147400154715091 0.35003611334732604 -0.17146454900503161 0.32058025293406989 -0.25951300948148681 0.20746829238804906 0.088152959294941116 -0.054798023792669751 -0.044762061602835149 0.28687070844502283 leaf_weight=18522 3714 33972 19346 27 22 29 1850 27 35 27 25 23 97 53 104 60 44 50 21 11153 4533 35 22 21 21 22 23 467 42 29 leaf_count=18522 3714 33972 19346 27 22 29 1850 27 35 27 25 23 97 53 104 60 44 50 21 11153 4533 35 22 21 21 22 23 467 42 29 internal_value=1.83072e-11 0.00117362 -0.00146959 -0.00251443 0.00175817 0.00198833 0.00166746 0.000570921 0.0370145 0.132998 -0.0162739 0.0195811 0.00930131 -0.02745 0.0199034 0.0555134 0.00921823 0.130668 0.0906451 0.000854035 0.00853498 0.0282176 0.113564 0.024122 0.0913549 -0.0205923 0.246186 0.000795441 -0.0355975 0.0906936 internal_weight=94416 52494 41922 38208 18862 18840 18811 18245 566 87 52 479 456 254 157 202 125 77 65 18218 7065 1994 144 86 64 43 58 5071 538 71 internal_count=94416 52494 41922 38208 18862 18840 18811 18245 566 87 52 479 456 254 157 202 125 77 65 18218 7065 1994 144 86 64 43 58 5071 538 71 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=31 num_cat=0 split_feature=16 15 13 0 4 7 10 10 12 11 13 13 10 13 13 4 7 10 8 0 8 4 8 8 11 12 13 13 0 11 split_gain=16.4949 61.911 36.0841 33.4317 66.3996 47.7564 31.9617 28.4921 47.1756 42.2827 29.7578 42.8284 27.5988 23.0605 45.1807 44.306 30.4426 25.7025 34.1834 23.4878 44.8798 27.4842 29.581 39.6874 34.1502 45.3778 34.0234 48.4362 36.4861 39.2544 threshold=-0.032806495281493687 1.4454822406642041 1.705825510831303 1.5292198288923957 0.98585177121638912 -0.92288658778846544 -0.5160368030494239 -0.13326997209863431 0.47671902870715882 0.074833813988588044 -0.65768257816119846 -0.86839202957571537 0.78233276497545512 -0.92955490064021651 -0.85326934167515189 -0.50344604205250609 1.9603124847941924 -0.51433684337056873 0.61856021365021474 0.98279672165552368 0.58092564615592868 0.57222942746752326 0.54107729925823789 0.52403105081455059 0.56342702238621589 0.33230049713088683 -0.47957092066567364 -0.54543862796590548 0.43516382156130079 -0.033542865815297369 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 4 13 -6 -7 9 12 10 11 -3 -9 15 17 -1 -17 18 -15 21 -21 22 23 -16 26 -26 27 28 29 -24 right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 14 19 16 -18 -19 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.13528787001139589 -0.0003084100700613814 -0.07959579876128664 0.088484550155699254 0.12611566769580049 0.066323385760188105 -0.187351630628109 -0.056401815639472885 -0.19054890111661876 0.028647834310928984 0.089443114013583569 -0.11971367008984089 0.062157760030375077 -0.068229715760265083 -0.058931903952275815 0.02003940516208353 0.017152238739198043 0.14255960606038573 -0.087321272701645899 0.067342042571140667 -0.01441314486057862 0.18778560601529623 -0.014083787784461052 -0.025569302256577848 0.15242008113342784 -0.012103212480188202 0.092314878810683024 -0.013352861509250639 0.080560150413828746 0.099311300601278032 0.062511744067102443 leaf_weight=36 89541 47 20 24 28 22 122 39 24 27 40 39 35 53 1474 602 20 75 36 23 21 465 257 23 76 92 955 102 35 63 leaf_count=36 89541 47 20 24 28 22 122 39 24 27 40 39 35 53 1474 602 20 75 36 23 21 465 257 23 76 92 955 102 35 63 internal_value=-2.04468e-11 0.00566469 -0.0407847 0.00839878 0.00778192 -0.0531727 -0.076408 -0.051085 -0.0931826 -0.0241205 -0.0484555 -0.0153122 -0.132695 0.0101604 0.00713059 0.0274274 0.0211846 -0.0441962 -0.0078548 0.00947794 0.0820908 0.00857591 0.0120003 0.0220733 0.00245639 0.0450781 -0.00261475 0.0198249 0.00237415 -0.00822835 internal_weight=94416 4875 271 4604 4580 172 144 251 98 153 126 86 74 4408 3750 658 622 164 89 3586 44 3542 3077 1497 1580 168 1412 457 355 320 internal_count=94416 4875 271 4604 4580 172 144 251 98 153 126 86 74 4408 3750 658 622 164 89 3586 44 3542 3077 1497 1580 168 1412 457 355 320 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=31 num_cat=0 split_feature=12 12 4 13 7 15 7 7 15 0 13 10 10 12 16 15 4 15 4 11 16 0 10 7 7 15 15 8 15 8 split_gain=16.2749 73.2503 68.783 153.911 207.704 167.131 162.785 250.712 230.333 153.008 180.565 167.928 132.073 129.999 127.343 122.656 119.211 102.449 97.9811 95.5778 110.356 93.135 86.4076 230 118.461 90.3754 138.833 139.866 78.9219 70.9559 threshold=0.042726604735607222 0.2690805481041314 0.78734939236928325 -0.703722761325136 -0.48843193301573634 1.9053897050325386 2.801574679945023 1.0400585342301383 4.0010959904159478 1.5292198288923957 0.32730849376216603 0.016525674333681861 -0.00025122031353264323 0.04272660473560741 0.012548063223133702 1.6100758957019139 5.0933280419020077 0.05454586227063199 1.823504758130053 -0.1121808250100139 0.019085546775916992 2.1724263647173485 -0.40462634514438117 0.068459942647489294 -1.2033073195054087 2.9381905080056581 0.97616131414377294 0.36297722313550701 0.7273079869097222 -0.43985665217439102 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 -2 4 5 12 7 9 -9 -5 11 13 -4 -11 -7 18 17 -15 29 -17 -21 -20 23 -19 -24 26 27 -26 -23 -6 right_child=1 -3 3 6 15 14 -8 8 -10 10 -12 -13 -14 16 -16 19 -18 22 21 20 -22 28 24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0013228533420527951 -0.0045751741790641728 0.0013925969274429055 -0.081679184998099064 -0.076133260543348513 0.12551281335098405 0.086955194787255358 0.15302045769989492 -0.12021446246992458 -0.50952275168328054 -0.18850737020839006 0.28575012009768258 -0.18199109496935362 0.13003095375812229 0.19382403448775964 0.37897273963317279 -0.28471585097520252 0.20931273021044269 -0.10989433010981885 0.30333683028817182 -0.10846206882282308 0.14009052508256653 0.17583681824414626 0.13138459039619194 0.27977203182085897 0.017044411464170975 -0.17744197634359202 0.029991020556740668 -0.25806516951748304 -0.086132190538489306 -0.048466777751067031 leaf_weight=46852 13469 32316 52 569 28 28 40 55 21 32 21 53 68 27 32 23 31 28 20 95 22 23 40 33 33 48 148 42 23 144 leaf_count=46852 13469 32316 52 569 28 28 40 55 21 32 21 53 68 27 32 23 31 28 20 95 22 23 40 33 33 48 148 42 23 144 internal_value=-1.27329e-11 -0.00130305 -0.0070161 -0.0254966 0.0180132 0.106426 -0.0453807 -0.0521005 -0.227786 -0.0400171 -0.00167736 -0.0133977 0.0382899 0.0059431 0.242698 -0.0240881 0.0204138 0.00573748 0.0196012 -0.0983598 -0.0617257 0.123181 -0.00791397 0.100909 -0.0292586 -0.0529698 -0.0261776 -0.137017 0.0448523 -0.0201445 internal_weight=94416 47564 15248 1779 558 180 1221 1181 76 1105 536 515 120 462 60 378 430 399 238 140 117 66 372 61 311 271 223 75 46 172 internal_count=94416 47564 15248 1779 558 180 1221 1181 76 1105 536 515 120 462 60 378 430 399 238 140 117 66 372 61 311 271 223 75 46 172 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=31 num_cat=0 split_feature=15 16 11 0 8 7 11 7 11 12 11 7 15 8 13 10 4 4 10 16 15 12 10 16 10 0 12 12 16 13 split_gain=18.0113 117.98 121.257 150.752 120.033 117.854 194.199 112.348 108.726 202.661 149.128 102.195 164.938 155.404 111.091 156.513 349.385 348.736 137.144 202.338 99.4245 95.8048 94.9638 94.7956 91.4625 234.915 196.102 123.746 110.693 255.789 threshold=3.2160438033827625 0.011770632586506163 0.74395502769489796 6.9470755083959936 0.63339266083913948 1.2454370983045198 -0.059838680850586266 0.73594027588922806 -0.45402642046877056 0.35608780118388356 -0.5170465616254496 -0.76885266473267966 4.0010959904159478 -0.018128116429594509 -1.0364218951375312 0.37588527299607516 1.6310051121617741 3.7589647809662083 0.24998061739249902 0.017202056732928486 5.9737900640389032 0.028051422317780406 -0.52818644209335042 0.016622551061375824 -0.74610296185759772 -0.27236336784614706 0.012737654556248415 0.024612885851678677 0.014178812385592455 -0.19761680625294692 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 20 -4 8 7 -7 -6 9 10 21 12 -10 -14 -13 18 23 -18 24 -20 -2 -3 -5 -17 25 -16 -26 -28 29 -29 right_child=1 4 3 22 5 6 -8 -9 11 -11 -12 14 13 -15 15 16 17 -19 19 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31 leaf_value=-0.00019461129021668328 0.060482984789519051 0.26383308597973415 -0.25971794220117422 0.1843755841255188 -0.04145401860846 -0.39415638347466792 0.00031562252686573913 0.14482586668006012 -0.017769463193651878 -0.31118395539621513 -0.175669535365887 0.18976067223896584 0.42496967143737358 0.054195921998471022 -0.119519344655176 -0.21732211248441177 0.53984736651182175 0.063278603378464193 0.0078043031281438378 -0.38472502144674459 0.25911373562282985 0.0011767272542162642 -0.10974930173584395 0.030304225362264195 0.28645608812570572 0.29165892497156609 -0.21975888567553326 0.28770219371380173 -0.046256528412121668 -0.12044612318277359 leaf_weight=92578 378 21 26 23 432 24 26 35 38 27 32 36 26 20 24 22 28 34 29 24 27 41 21 52 20 33 33 34 244 28 leaf_count=92578 378 21 26 23 432 24 26 35 38 27 32 36 26 20 24 22 28 34 29 24 27 41 21 52 20 33 33 34 244 28 internal_value=2.59144e-11 0.00980235 0.0527197 -0.0688109 -0.00515418 -0.0431156 -0.189031 -0.027493 0.0180445 -0.0697079 -0.000347708 0.03269 0.136403 0.263764 0.0190989 0.00894381 0.103397 0.278503 -0.0184455 -0.169945 0.073725 0.090141 0.0439978 -0.0433144 0.000856127 0.118531 -0.0178277 -0.0357795 -0.0159386 0.103377 internal_weight=94416 1838 475 70 1363 517 50 467 846 121 94 725 84 46 641 605 136 62 469 53 405 62 44 74 416 57 359 339 306 62 internal_count=94416 1838 475 70 1363 517 50 467 846 121 94 725 84 46 641 605 136 62 469 53 405 62 44 74 416 57 359 339 306 62 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=31 num_cat=0 split_feature=12 4 0 13 0 10 8 16 4 0 15 15 4 0 13 11 13 11 0 12 0 7 16 15 15 12 4 4 0 16 split_gain=16.1722 107.622 77.7359 65.3079 181.635 100.975 105.169 58.8662 45.8003 65.744 124.677 116.964 111.209 45.5736 56.7544 49.7137 67.7548 44.856 47.7575 44.2181 41.8141 41.4411 39.8913 119.942 54.2193 216.511 180.951 81.2975 177.316 238.689 threshold=0.022095385938997049 5.0933280419020077 5.7473642581895774 -0.94366940934740884 5.0618149723573396 -0.5234527843558695 -1.8670922753260808 0.013753715261396739 3.1920118449839001 0.19239872151953177 2.0266215951366271 2.9381905080056581 1.6310051121617741 2.3387728826031124 -0.94871030531426326 -0.070965752487909942 -1.0081928777231461 3.5836036684127293 0.69647907874911852 0.16496657610552329 3.7512060435604142 -0.026330163848378909 0.050158708888668559 2.9381905080056581 0.7000640293646645 0.02180065424190265 2.7468271404786795 2.9377916776006017 2.6422292576553237 0.015627045093039419 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 22 -3 4 5 6 -2 -8 9 10 -7 13 -13 14 15 -11 -17 -5 -19 -16 -10 -9 24 -24 -1 27 -27 28 -26 -30 right_child=3 2 -4 17 -6 8 7 21 20 11 -12 12 -14 -15 19 16 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=-0.0034163830894388841 0.28289689093828202 -0.2841175603595647 -0.053005823765903015 0.00016254138004812656 0.28768826524416607 0.0024833125949254289 0.031012245767342395 0.035206648402593355 -0.19720937843833652 -0.064727273623326004 -0.20602398227001062 0.36624432630836967 0.052592985160075705 0.1442161730863154 0.026768688576089012 0.010028605719673492 0.18630066747250765 -0.018611176807832652 -0.11495104251943272 0.17224802220096957 -0.0039892428244153655 0.2113470393945189 -0.016761779118912155 -0.22410522619230222 0.020395453971066287 -0.061370056743423142 -0.402983872294426 0.076636920762686134 -0.27766278089748492 0.12425393421541563 leaf_weight=14116 20 22 43 73222 24 2580 320 22 21 84 29 20 26 30 45 420 23 456 58 39 24 34 735 29 1584 69 20 234 45 22 leaf_count=14116 20 22 43 73222 24 2580 320 22 21 84 29 20 26 30 45 420 23 456 58 39 24 34 735 29 1584 69 20 234 45 22 internal_value=1.49321e-11 -0.00280102 -0.131228 0.000611514 0.0134652 0.0117041 0.05945 0.0475645 0.0060449 0.00741297 0.000165677 0.0349358 0.188963 0.0238824 0.017974 0.00580615 0.0191804 -4.41067e-05 -0.0294822 0.0943127 -0.0941586 0.142149 -0.00230572 -0.0246321 -0.0012456 0.0142776 -0.138137 0.0214738 0.0136555 -0.14569 internal_weight=94416 16919 65 77497 3761 3737 396 376 3341 3296 2609 687 46 641 611 527 443 73736 514 84 45 56 16854 764 16090 1974 89 1885 1651 67 internal_count=94416 16919 65 77497 3761 3737 396 376 3341 3296 2609 687 46 641 611 527 443 73736 514 84 45 56 16854 764 16090 1974 89 1885 1651 67 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=31 num_cat=0 split_feature=11 7 8 0 15 15 8 0 11 4 4 11 15 0 0 4 15 0 13 15 13 11 10 0 11 16 4 16 0 15 split_gain=16.8696 40.4236 204.52 127.961 83.5191 98.3758 131.039 68.1006 45.9665 90.7338 64.8281 46.9411 77.5002 52.531 43.6139 42.4241 34.849 27.3886 38.8768 29.1389 31.7745 25.1351 59.351 108.993 129.673 109.058 85.7966 163.413 183.026 221.309 threshold=3.0341857948765485 0.29753603334583761 -3.1003991942116453 6.9470755083959936 4.6153372974626601 2.7211774549633745 -0.37632064705168439 3.7512060435604142 3.5276190299505013 -0.31716247648088097 -0.13157421720016962 3.1072352696614884 0.47777698325205392 0.58154875730077282 0.90214386449878992 -0.18233562917287147 4.6153372974626601 -0.2542164749858819 -0.81227005447806888 0.53447710195067477 -0.46680065088297562 -0.34609881530495645 0.78675835141742323 2.7632085433904243 -0.54483929212764337 0.010298215047806753 2.9377916776006017 0.019085546775916992 3.0858199720173602 2.1621156136613506 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=21 2 -2 4 5 8 -7 16 9 -3 15 12 -11 17 -15 -10 -4 18 -13 20 -19 22 26 -24 25 -25 -1 28 29 -28 right_child=1 3 7 -5 -6 6 -8 -9 10 11 -12 13 -14 14 -16 -17 -18 19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0012241725692321232 -0.31938262388110161 0.0014425199988522385 0.0010904541894597919 0.2130967430093072 -0.14325961346427601 0.33723808540539313 -0.011993242383358025 0.18083062512534007 0.003973380934814425 0.066321258112287326 -0.063747336283610886 -0.010946066203442488 0.23202771451827645 0.22213085311651232 0.031321743758314334 0.14643808163025163 -0.11089957803487778 0.064735465519019028 0.17499545632011218 -0.094930217594935973 -0.031273685218307229 -0.0018916333078378589 0.011073152522151963 0.12799923419952394 0.21713846985642848 -0.15799602717161179 -0.019768347541491191 -0.18298608418849727 -0.0082185849234131213 -0.43206772493279505 leaf_weight=36870 20 598 3642 33 33 22 21 21 419 119 157 22 37 25 23 22 28 67 23 29 71 47762 3077 30 57 24 30 63 1048 23 leaf_count=36870 20 598 3642 33 33 22 21 21 419 119 157 22 37 25 23 22 28 67 23 29 71 47762 3077 30 57 24 30 63 1048 23 internal_value=-2.37914e-11 0.00541011 -0.000464555 0.0180777 0.0142651 0.0174061 0.166683 0.00126353 0.0134241 0.026392 -0.00856496 0.0622569 0.105623 0.036237 0.130701 0.0110805 0.000236034 0.0148488 0.0840907 -0.00380917 0.0153395 -0.000330258 0.00147883 0.014585 0.111937 0.000890229 0.000380276 -0.0263504 -0.0173875 -0.198691 internal_weight=94416 5432 3711 1721 1688 1655 43 3691 1612 1014 598 416 156 260 48 441 3670 212 45 167 138 88984 41222 3188 111 54 38034 1164 1101 53 internal_count=94416 5432 3711 1721 1688 1655 43 3691 1612 1014 598 416 156 260 48 441 3670 212 45 167 138 88984 41222 3188 111 54 38034 1164 1101 53 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=31 num_cat=0 split_feature=15 16 11 7 8 8 16 7 0 11 10 10 10 16 4 7 12 12 11 10 4 0 7 15 7 0 4 0 11 4 split_gain=16.6466 89.7408 104.092 106.55 95.7864 103.553 233.974 220.384 167.471 268.85 176.23 127.592 214.359 147.652 133.933 160.362 103.325 182.76 133.452 226.339 240.374 193.1 179.704 268.217 206.845 113.601 156.234 108.359 140.505 99.6403 threshold=3.2160438033827625 0.011770632586506163 0.74395502769489796 0.87417584786236902 0.63339266083913948 -0.41019175779654199 0.014622978315309483 0.70829316149459975 1.8699781503795962 -0.089826887370906619 -0.39260785291701822 -1.9317765857282854 -0.74610296185759772 0.013753715261396739 2.7468271404786795 -0.12112027034424706 -0.012179454335609916 0.014211313041720864 -0.52283463476414704 0.37588527299607516 0.98585177121638912 3.499165864945621 0.24224180455658104 5.9737900640389032 0.50686418519087983 0.49887957871512051 2.2316131215311112 2.3387728826031124 -0.034441015095440043 0.220396456386975 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 -2 -4 5 11 -7 8 9 -8 -10 -3 -13 14 -14 -16 -15 -18 -19 22 -21 -22 23 25 -24 -20 -27 -26 -29 -11 right_child=1 4 3 -5 -6 6 7 -9 10 29 -12 12 13 16 15 -17 17 18 19 20 21 -23 24 -25 27 26 -28 28 -30 -31 leaf_value=-0.00018709358804315502 0.066315823755698444 -0.22113192134465162 0.054152750684362316 -0.19269883878090804 -0.037531880564930016 -0.14911524766148665 0.57802410483360289 -0.1073632310969489 -0.17108625973730041 0.011712258364315387 0.17874538776878682 0.22872681271284823 -0.047853532747218486 -0.25195583885624295 -0.032457154066789722 0.30879583984613418 0.25595953505147589 -0.21584711227661524 0.23858533510140012 -0.07983338578507819 0.50814168524174463 0.073973335325717926 -0.38026025609246328 -0.25680025875834483 0.0031672690595899314 -0.1680872973719878 0.12393315380904824 -0.025060768319027767 -0.34185858347586229 0.25010659577697519 leaf_weight=92578 405 26 36 34 517 39 20 35 24 27 36 40 38 21 21 40 22 39 35 29 21 20 28 28 70 28 53 28 28 50 leaf_count=92578 405 26 36 34 517 39 20 35 24 27 36 40 38 21 21 40 22 39 35 29 21 20 28 28 70 28 53 28 28 50 internal_value=1.05518e-11 0.00942369 0.046854 -0.0657466 -0.00362061 0.0171029 0.0741887 0.119547 0.170133 0.251361 0.0388127 -0.00433904 0.00523076 -0.0110531 0.0995131 0.191315 -0.0353777 -0.0247759 -0.0399508 -0.0213097 0.140504 0.296352 -0.0593196 0.0209868 -0.134411 0.0880388 0.0229878 -0.079778 -0.18346 0.166514 internal_weight=94416 1838 475 70 1363 846 231 192 157 97 60 615 589 549 99 61 450 429 407 368 70 41 298 144 154 116 81 126 56 77 internal_count=94416 1838 475 70 1363 846 231 192 157 97 60 615 589 549 99 61 450 429 407 368 70 41 298 144 154 116 81 126 56 77 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=31 num_cat=0 split_feature=13 4 13 4 0 7 0 16 16 15 16 11 0 0 12 11 15 12 13 0 12 15 10 15 13 10 0 8 0 8 split_gain=15.6258 32.8416 19.5331 17.4931 140.366 165.736 105.684 167.078 94.4823 110.993 143.87 166.338 125.3 154.814 242.463 177.26 119.088 97.0945 91.3924 87.6291 82.195 80.4461 147.654 133.908 227.638 135.956 138.073 131.889 158.049 134.982 threshold=3.3552066711860875 -0.072786210971265447 3.4035992724678903 1.9408053655746684 1.5292198288923957 0.19879633907930813 1.8699781503795962 0.009191860974182205 0.0068417697626804198 1.6100758957019139 0.009191860974182205 -0.80714877911154115 4.6585506865736699 6.9470755083959936 0.33193208250951872 0.024537454300596895 2.7211774549633745 0.037053019566539627 2.0845648278076361 1.6058400431912929 0.46457362668939256 3.2160438033827625 -0.82588724122487467 2.7211774549633745 -0.16333871367833627 0.78233276497545512 2.3387728826031124 -0.018128116429594509 2.0776592575581865 -0.48324709469721522 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 5 -5 -1 -8 -6 18 11 -11 16 15 -15 20 -13 -18 -10 -12 -14 22 -21 27 25 26 -25 28 -24 -30 right_child=1 2 -4 4 8 -7 7 -9 9 10 19 12 13 14 -16 -17 17 -19 -20 21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=2.1436196135060737e-05 0.0058912897037703606 0.17889790415763857 0.040810707424368181 0.27110041261483458 0.032047688227670387 -0.041536475047469143 0.19392782702394154 0.021402601512192296 -0.036673643936151461 0.31963091095288598 -0.21321956569498238 0.04864694086417299 6.4890749159861693e-05 -0.048918360207350027 0.39116399430093313 -0.32643691385569784 0.088999934618671742 0.38343422469638644 -0.2425633370706981 0.22454302745278587 -0.21747684769332409 0.0077119761339740703 -0.12985463547317877 -0.24396891840028043 -0.21115661912931585 0.20429743084717883 -0.017900444837224565 -0.047734473388944126 0.024154273711680298 0.1904229755796816 leaf_weight=89592 134 20 21 39 503 30 69 301 1077 21 22 232 132 31 21 23 24 21 22 22 20 1003 46 33 106 22 149 444 167 69 leaf_count=89592 134 20 21 39 503 30 69 301 1077 21 22 232 132 31 21 23 24 21 22 22 20 1003 46 33 106 22 149 444 167 69 internal_value=1.71605e-11 0.0298538 0.10817 -5.54367e-05 -0.00630244 0.135171 0.000241699 0.0535762 -0.00862113 -0.0141394 -0.00290684 0.043877 0.0323872 -0.0226918 0.128807 -0.0677087 0.0775242 0.226403 -0.0407952 -0.0146982 -0.028559 -0.0125791 -0.0318154 -0.0372593 -0.0922781 -0.0305078 -0.0588909 -0.0137665 0.039715 0.0727667 internal_weight=94416 175 41 94241 4279 69 89962 370 4210 3707 2608 525 504 227 52 175 277 45 1099 2083 152 2061 1058 1036 310 204 182 726 282 236 internal_count=94416 175 41 94241 4279 69 89962 370 4210 3707 2608 525 504 227 52 175 277 45 1099 2083 152 2061 1058 1036 310 204 182 726 282 236 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=31 num_cat=0 split_feature=4 0 15 4 11 15 7 13 13 15 4 7 0 0 8 12 12 7 15 7 0 15 10 0 16 4 16 7 16 0 split_gain=15.1331 52.6035 62.0365 121.304 101.011 59.5142 114.154 55.8879 135.221 89.2683 139.394 112.953 112.09 289.289 100.87 64.1359 126.667 74.7868 76.74 59.9009 72.9516 62.9922 94.2455 58.7407 117.711 55.9122 55.3788 52.9248 52.5181 56.9202 threshold=0.31814696259082126 0.25490468581600062 1.4454822406642041 0.82644959485082159 -0.0021076410103032486 1.0203516820547636 0.37652778875906107 -0.91947310870650767 -0.90334224161257326 3.5353796731623546 1.725754251926207 1.9089678437755968 3.499165864945621 5.0618149723573396 0.63339266083913948 0.022979581030280204 0.024011141970110585 -0.026330163848378971 0.67354607796251675 -0.43708729199714108 1.4677220253103862 1.6100758957019139 -0.1233770480868993 3.9931646150306155 0.0095796324183768673 3.1920118449839001 0.011425953847343134 0.021064889399555243 0.011770632586506163 0.49887957871512051 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=28 2 5 4 -4 -2 -7 9 -9 11 -11 15 14 -14 -12 23 17 -17 -19 20 -18 -21 -23 25 27 -3 -24 -25 -1 -30 right_child=1 7 3 -5 -6 6 -8 8 -10 10 12 -13 13 -15 -16 16 19 18 -20 21 -22 22 26 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00013157487669292447 -0.025722562139268081 -0.0055302999273581961 -0.27677812222868969 0.067056071509917589 -0.055740950866179029 -0.016876440952815441 0.26007916407490317 -0.11779020300442444 -0.0028226431075428784 0.30942994356155396 0.10810140861198306 0.17667389919933602 0.36899513098700298 -0.045826697573065761 -0.17995036619324839 0.036762904545122925 0.026420310754841622 0.083609395073010379 0.31656914776446476 0.0097579890224886584 0.1941974261227776 -0.27363252299172536 -0.13904362037777901 0.090111683681607255 -0.2800397895924423 0.09236346810567575 0.08626490858732723 -0.09509936268958781 0.0088796951799863747 0.11823125663213432 leaf_weight=70313 633 1340 39 33 44 46 22 103 15144 24 20 39 29 40 31 44 109 26 31 285 34 21 20 27 23 61 24 36 5727 48 leaf_count=70313 633 1340 39 33 44 46 22 103 15144 24 20 39 29 40 31 44 109 26 31 285 34 21 20 27 23 61 24 36 5727 48 internal_value=5.26231e-13 -0.00257953 -0.027382 -0.0951215 -0.159602 -0.0161725 0.0727268 -0.00142234 -0.0035993 0.0132385 0.0894283 0.0080633 0.045428 0.128519 -0.0669889 0.00490337 0.0326798 0.134704 0.210307 0.0117784 0.0663114 -0.0105022 -0.0993353 -0.00619227 -0.0864125 -0.00126797 -0.0161481 -0.0157232 0.000621355 0.00978859 internal_weight=94416 18328 817 116 83 701 68 17511 15247 2264 144 2120 120 69 51 2081 594 101 57 493 143 350 65 1487 86 1401 44 63 76088 5775 internal_count=94416 18328 817 116 83 701 68 17511 15247 2264 144 2120 120 69 51 2081 594 101 57 493 143 350 65 1487 86 1401 44 63 76088 5775 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=31 num_cat=0 split_feature=16 15 10 4 0 11 8 8 7 10 12 12 0 4 0 4 11 12 4 11 0 7 16 16 10 8 13 12 12 13 split_gain=15.225 60.5684 54.3597 46.8565 119.446 64.3577 58.6983 69.6051 57.2237 44.1944 41.1155 65.7022 67.9262 48.9785 43.1805 38.2835 34.5247 33.3371 32.6348 29.0292 35.6529 28.4262 41.19 32.276 25.0949 24.7147 22.3832 21.1385 29.8014 25.5942 threshold=0.081953157653749081 0.75628144396805252 2.3412650755960587 0.54395063192170612 0.19239872151953177 -0.045817572643914208 -0.3103494640322883 -0.50029333997403935 -0.026330163848378909 -0.027159825157357913 0.013548166723258337 0.036979336642265638 -0.11004949281822024 -0.50295728952148688 -0.3570488678607176 0.16174615266466716 -0.39070689621871058 0.47708744332852704 0.19204880958785955 -0.089826887370906619 -0.3570488678607176 0.37652778875906107 0.1225967522113595 0.16744700680733313 -0.050574480850465287 0.3830120970977397 1.705825510831303 0.3272163753560085 0.04257923888706016 -0.44663706701555778 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 4 10 -6 7 8 -5 -8 19 12 14 17 -12 27 -17 -13 -18 20 -3 26 -23 -24 -25 -20 -15 28 -2 -29 right_child=1 2 -4 6 5 -7 9 -9 -10 -11 11 13 -14 21 -16 16 18 -19 25 -21 -22 22 23 24 -26 -27 -28 29 -30 -31 leaf_value=0.00019677709235883776 0.025348469817184933 -0.19274966769358692 -0.17239109346499812 0.027338564838282765 0.036575888754039006 0.23540549328619684 -0.056342372817903011 -0.26233336396801932 -0.15644899083094466 0.059075515729415676 0.10027175519777382 0.10257807036763744 0.19412087043747306 -0.10867304669506848 -0.086187086309547786 0.010261705302038772 -0.15167521482164212 -0.047965639705459279 0.00098787631510811684 0.010863927345384251 -0.044469288616411147 0.074758594573447204 -0.16444045163336254 0.055553219094872479 -0.094133518139521283 -0.052855557174699613 0.0027382958976721224 0.11584742734788073 -0.029428549155143771 0.029787285435436801 leaf_weight=92202 336 34 26 32 41 27 119 26 36 46 23 38 28 100 27 354 22 24 170 22 31 33 21 24 21 171 22 43 141 176 leaf_count=92202 336 34 26 32 41 27 119 26 36 46 23 38 28 100 27 354 22 24 170 22 31 33 21 24 21 171 22 43 141 176 internal_value=-3.57501e-11 -0.00819478 -0.0301627 -0.0253912 -0.00797074 0.115523 -0.0600976 -0.12317 -0.0699607 -0.0241653 -0.0267153 -0.0118433 0.0694177 -0.0342403 -0.000416019 0.00425838 -0.011959 0.0443031 -0.0336287 -0.0884256 -0.122031 -0.0562751 -0.016462 -0.0620724 -0.0143006 -0.0260128 -0.0885825 0.020965 0.00915652 0.0466849 internal_weight=94416 2214 801 775 516 68 259 94 68 165 448 361 78 283 50 1413 717 62 363 87 65 221 99 66 45 341 122 696 477 219 internal_count=94416 2214 801 775 516 68 259 94 68 165 448 361 78 283 50 1413 717 62 363 87 65 221 99 66 45 341 122 696 477 219 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=31 num_cat=0 split_feature=8 10 16 11 15 0 10 11 0 12 12 12 15 10 12 8 8 4 12 11 4 0 15 15 8 16 0 11 10 16 split_gain=15.0986 49.044 35.2066 108.736 91.0466 172.606 104.063 100.949 57.4404 178.034 417.949 160.195 139.872 104.851 52.3441 98.5818 71.8967 67.9537 52.1446 83.3119 198.209 87.5749 127.495 91.3538 106.185 88.3336 84.5684 70.849 60.026 80.1717 threshold=-1.0668042877685064 5.1481174958245211 0.014622978315309483 -0.45612210212243681 1.0203516820547636 2.1724263647173485 -1.8944071664123217 -0.67826435741106417 5.7473642581895774 0.20563955030455505 0.33193208250951872 0.48032949199656566 5.9737900640389032 -0.37536328377300099 0.023839215146805523 -1.7455547188145017 -1.829900461590676 0.70579657094236981 0.022095385938997222 0.097886312178917495 2.7468271404786795 3.0858199720173602 5.9737900640389032 1.7904346762920398 -1.829900461590676 0.021385162872545493 1.5292198288923957 -0.055397831632103191 -0.53357830838188713 0.026600610610122435 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 4 -4 6 -6 -7 12 -10 -11 -12 -1 -14 -8 16 17 -16 -5 21 -21 22 23 28 25 -25 -26 -23 29 -20 right_child=-2 -3 3 18 5 7 14 -9 9 10 11 -13 13 -15 15 -17 -18 -19 19 20 -22 27 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.00084512426543478585 0.00044739089692561276 0.13102783151660805 -0.026600512828142214 -0.028557122524089498 0.028998003239658749 -0.099025106802582752 -0.3434312306020571 0.21139490550214593 0.19539815244220554 -0.50982929143038669 0.15551161710172892 -0.13583989073724853 0.012533715069293978 0.32560418899292531 -0.27901856357401073 0.020900374776683748 -0.37524065180965094 -0.027529156349954155 0.22720036195325002 -0.01015903436588186 -0.30330555427074435 0.2979002125206448 -0.22955861065536737 0.30773388801082491 0.11847204136351744 0.090273271659587304 -0.11897049859166145 0.034913372974842788 0.00025307339417010235 -0.024771842036558234 leaf_weight=8082 83913 27 419 504 22 20 23 22 21 22 32 46 20 23 22 20 23 21 28 298 25 21 20 31 30 47 30 20 561 23 leaf_count=8082 83913 27 419 504 22 20 23 22 21 22 32 46 20 23 22 20 23 21 28 298 25 21 20 31 30 47 30 20 561 23 internal_value=5.89203e-11 -0.0035744 -0.00392131 -0.015069 -0.0517997 -0.112831 -0.169389 0.0635759 -0.000906606 -0.0692987 -0.124885 -0.0163111 0.000111911 0.17999 -0.209431 -0.173594 -0.232531 -0.156198 -0.00179386 0.0101009 -0.0328484 0.0272065 0.0196238 0.0262686 0.0997655 0.1767 -0.000249229 0.169614 0.0096958 0.113566 internal_weight=94416 10503 10476 2230 592 173 131 42 8246 121 100 78 8125 43 109 86 66 43 1638 1134 323 811 770 750 138 78 60 41 612 51 internal_count=94416 10503 10476 2230 592 173 131 42 8246 121 100 78 8125 43 109 86 66 43 1638 1134 323 811 770 750 138 78 60 41 612 51 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=31 num_cat=0 split_feature=12 12 12 16 11 16 12 15 7 15 15 12 15 11 8 10 4 15 10 12 15 8 12 15 11 15 15 11 10 16 split_gain=15.1309 60.1216 84.3038 111.398 72.7937 66.3172 57.5284 74.1555 61.1534 74.1316 127.032 109.412 88.5485 181.277 81.6749 67.5631 143.148 65.4374 60.7814 136.492 192.856 115.533 79.1478 70.4711 55.2842 64.8261 98.2878 128.948 70.9547 69.2445 threshold=0.042726604735607222 0.029647885677041571 0.029758410063451968 0.0084057272602198457 -0.39250319477899615 0.015134226967406766 0.21411308659601946 -0.41601786742859198 -0.46473440639176927 4.6153372974626601 4.0010959904159478 0.20482903813754513 5.9737900640389032 -0.22035791608497846 -0.63976261951168867 -0.6703842338037973 0.25069911331016731 0.25840548673097435 -0.14859930282717326 0.14713530843130976 2.0266215951366271 -1.9228799754237451 0.19295380684211513 0.62268377365210192 -0.10569419132009382 1.3122813055184348 2.0266215951366271 -0.30243878085357528 -0.13326997209863431 0.015134226967406766 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 3 -3 -5 -6 7 -2 18 10 14 12 -11 -14 15 16 -10 -18 21 -20 -21 23 -22 -9 25 -16 28 29 -27 -28 right_child=6 2 -4 4 5 -7 -8 8 9 11 -12 -13 13 -15 24 -17 17 -19 19 20 22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.00085626118848530395 0.0031013643414897415 0.021306061177797941 0.0056623800371002906 0.063691043685520851 0.35578859841281718 0.12377812207809516 0.00074697572693406338 -0.055367702511804444 -0.0044778579577763123 -0.21016136825084689 0.18739748557408653 -0.26481950798382364 -0.1322307171120953 0.26821981877088547 -0.030155479380955044 -0.0038704434280931524 0.095154768780425752 0.31967879176139835 -0.036852826163175138 0.022966612950920777 0.11413375627377938 -0.011824142473030427 0.36566628163511106 -0.31765237569808963 -0.011861425446508646 -0.097297369114853247 -0.053205603445795446 -0.15532224076358897 -0.26846431249545682 0.17583135797670393 leaf_weight=34599 4346 345 11796 62 22 28 35713 21 92 20 30 30 26 20 2099 808 27 25 386 939 29 940 22 20 1768 74 22 38 36 33 leaf_count=34599 4346 345 11796 62 22 28 35713 21 92 20 30 30 26 20 2099 808 27 25 386 939 29 940 22 20 1768 74 22 38 36 33 internal_value=4.29402e-11 0.00127551 0.00729503 0.0494367 0.136089 0.225863 -0.00125642 -0.00729364 -0.0133132 -0.0194211 -0.0177669 -0.106473 -0.0344974 0.0418782 -0.0189925 0.00737591 0.0704805 0.203099 2.73791e-05 0.0135865 0.0332527 -0.0189913 0.222638 -0.183311 -0.0251603 -0.0353742 -0.0893352 -0.0136595 -0.153316 0.0842166 internal_weight=94416 46852 12253 457 112 50 47564 11851 7505 5148 5052 96 66 46 5022 952 144 52 2357 1376 990 981 51 41 4070 2302 203 93 110 55 internal_count=94416 46852 12253 457 112 50 47564 11851 7505 5148 5052 96 66 46 5022 952 144 52 2357 1376 990 981 51 41 4070 2302 203 93 110 55 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=31 num_cat=0 split_feature=11 11 15 0 10 15 16 16 10 0 15 7 16 4 8 11 10 12 15 0 0 0 11 0 15 7 7 4 7 11 split_gain=14.8609 57.9099 126.317 95.487 34.5702 218.904 247.955 75.6916 73.0829 130.979 80.2177 93.4385 85.436 63.6441 63.6321 51.4498 49.833 87.5225 154.576 77.1862 44.6737 45.4629 34.0943 36.9061 33.579 175.972 145.322 62.1328 70.8177 32.6744 threshold=2.7139456793234467 0.64006909429172631 2.1621156136613506 0.81745836448421938 1.8892923169913911 2.1621156136613506 0.012963555824462221 0.017202056732928486 1.8300881899516779 2.9043510434147088 1.252047473092831 -0.48843193301573634 0.014622978315309483 1.9408053655746684 0.63339266083913948 0.14463997192856773 1.7224624312152066 0.39700638513049363 0.97616131414377294 0.15308045365562403 1.775211043220434 0.81745836448421938 0.23929492661916221 1.4677220253103862 5.9737900640389032 0.87417584786236902 0.21064510239129161 4.0962728786227762 0.96501636658757606 0.17812098120499856 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 8 13 -7 -8 16 10 15 14 -13 22 -12 -10 -1 19 -19 -18 21 -17 23 29 27 26 -26 -2 -29 -6 right_child=24 2 3 -5 5 6 7 -9 9 -11 11 12 -14 -15 -16 20 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0001750420088769517 0.0048541241126990988 -0.018335291467354155 -0.056676261546090248 -0.34866297422420411 -0.0030182617410683811 0.44216892980039124 -0.091430257473673143 0.1451336670863001 -0.043007015804954189 -0.26778173490338741 0.13304991081357004 -0.03457098137587309 -0.29804162054788325 -0.12986528656500226 -0.10625922253727914 -0.0015716781422037626 0.0043261269049907338 0.045241349172841727 0.31340226953228317 -0.21308070123195649 0.13812245946716181 -0.08653467556631024 -0.01949959507051972 -0.098775646809873913 0.025138405555238327 -0.15534345324743878 0.39012012243270877 -0.17222648177568506 0.053594994544982913 0.024242429854895567 leaf_weight=82529 6375 523 24 21 670 24 21 38 420 21 20 20 32 34 25 1376 89 206 24 20 22 66 380 29 24 22 20 41 21 1279 leaf_count=82529 6375 523 24 21 670 24 21 38 420 21 20 20 32 34 25 1376 89 206 24 20 22 66 380 29 24 22 20 41 21 1279 internal_value=6.86306e-12 -0.000341217 -0.0321682 -0.192937 -0.000134248 0.0115156 0.17117 0.0609329 -0.000473985 -0.0193536 -0.01672 -0.105404 -0.196707 0.00597578 0.000100392 -0.012154 -1.78749e-05 0.0382442 0.0732234 -0.035565 -0.00330275 -0.00546041 0.00793448 0.0132049 0.00461286 0.0755783 0.191039 0.00388523 -0.0957386 0.0148711 internal_weight=94416 87913 568 45 87345 2475 83 59 84870 2002 1981 97 52 2392 45 1884 82868 339 230 109 1464 1442 2358 1978 6503 66 44 6437 62 1949 internal_count=94416 87913 568 45 87345 2475 83 59 84870 2002 1981 97 52 2392 45 1884 82868 339 230 109 1464 1442 2358 1978 6503 66 44 6437 62 1949 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=31 num_cat=0 split_feature=12 0 8 10 16 11 15 0 13 10 15 16 7 7 8 11 15 10 4 13 8 8 10 13 13 11 0 16 4 0 split_gain=14.5102 16.1884 13.927 37.0322 28.1191 90.3244 77.9298 126.097 97.4871 83.7953 46.5594 161.985 201.484 132.079 188.712 282.86 153.586 121.206 117.106 155.939 150.009 122.579 107.162 106.344 93.625 77.6845 70.3254 67.5882 63.9576 63.8748 threshold=1.1806120042929369 -0.077788349955526651 -1.0668042877685064 5.1481174958245211 0.014622978315309483 -0.45612210212243681 1.0203516820547636 2.1724263647173485 -0.056135659449897728 -1.8944071664123217 1.0203516820547636 0.016119965731735426 1.6561942264532818 3.1096425260565943 -2.4714591517391291 -0.30313734140479692 4.6153372974626601 0.37588527299607516 1.2761019233885145 1.0726889773943811 -1.6459338504618726 -1.8670922753260808 -0.052304134148164795 1.3106192670299122 -0.69364096939142694 0.2183381100824989 1.4082405431572949 0.097185291345263922 1.725754251926207 0.93843765021932013 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 4 -1 6 -6 9 -9 -8 26 12 23 14 15 -13 -15 22 21 20 28 -16 29 24 -12 -19 -7 -23 -20 -17 right_child=1 -3 -4 -5 5 10 7 8 -10 -11 11 13 -14 16 18 17 -18 25 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0010708318569705355 0.0077078869566321378 0.11510983368624812 0.0003986931784964362 0.1134970079417582 -0.023978841381685406 -0.02011291140599742 0.026201337812976407 0.19961157675300326 -0.10887828517705203 -0.18775289997825861 0.053389345817267897 0.45091087627317761 -0.3393755974785353 0.061790043115615846 0.19144465286357731 0.0025713694494891356 -0.32066620680547897 0.089853291151424264 -0.23439553592886245 -0.31443328259601477 0.19224128470971036 -0.023368679945681082 -0.18339489907026293 0.17527034233013791 -0.24892811661674863 0.34428808098018637 0.11516614001244307 0.14746316607142318 -0.029756768526775498 0.18749072330613292 leaf_weight=8235 36 23 83866 27 419 978 22 21 20 109 20 25 26 21 51 47 21 24 21 21 26 115 20 21 21 24 40 29 56 31 leaf_count=8235 36 23 83866 27 419 978 22 21 20 109 20 25 26 21 51 47 21 24 21 21 26 115 20 21 21 24 40 29 56 31 internal_value=-2.16467e-11 0.0495764 -3.09994e-05 -0.003466 -0.0037678 -0.0137317 -0.0472445 -0.103921 0.0491287 -0.151822 -0.00164007 0.0199635 -0.105714 0.0407521 0.0553399 0.140101 -0.129438 0.0868806 0.00990345 -0.0660767 -0.0154409 0.058219 0.023114 -0.00772623 -0.101456 0.217071 -0.0147974 0.011035 -0.0855673 0.076065 internal_weight=94416 59 94357 10491 10464 2229 591 172 41 131 1638 620 88 532 490 171 42 146 319 124 103 195 98 62 41 48 1018 144 77 78 internal_count=94416 59 94357 10491 10464 2229 591 172 41 131 1638 620 88 532 490 171 42 146 319 124 103 195 98 62 41 48 1018 144 77 78 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=31 num_cat=0 split_feature=7 4 7 8 8 10 4 0 15 12 15 15 10 10 16 16 13 12 15 15 15 16 12 15 15 0 16 11 16 11 split_gain=14.367 47.227 47.7923 138.885 66.8736 96.6246 51.1223 39.6807 30.051 38.0893 34.0879 30.5254 25.6077 41.1294 40.4183 34.9211 29.2878 90.9564 153.31 150.07 79.0765 330.662 68.0899 84.0641 41.3444 53.3648 35.7927 32.1844 27.1279 161.47 threshold=2.6514903446598983 3.1920118449839001 2.777877153321056 -2.6588571655801503 0.63339266083913948 0.78793619829826012 -0.4437493820148618 -0.3570488678607176 -0.45926489175779078 0.027105824789602596 -0.56051558650924804 -0.49451167398460061 1.8851525316308024 0.43186269345467193 -0.0076915919550789745 -0.030324949983138585 -0.7117881948721031 0.12194802881711474 1.3122813055184348 1.252047473092831 4.6153372974626601 0.016622551061375824 0.48032949199656566 3.5353796731623546 0.4076956987020815 -0.15037592139658718 -0.02039787726771786 -0.27065427577296969 0.015134226967406766 -0.31780711298046116 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 6 7 -5 -6 9 10 -4 -11 13 16 15 -15 17 18 24 -19 22 -22 23 28 25 -10 -26 -24 -18 -30 right_child=1 -3 8 4 5 -7 -8 -9 12 11 -12 -13 -14 14 -16 -17 20 19 -20 -21 21 -23 27 -25 26 -27 -28 -29 29 -31 leaf_value=-0.00018924253932533206 0.27949568231900535 -0.12860927295684815 -0.10998614744908393 0.022588300349063992 -0.019309392404310139 0.26737440238622101 -0.12027798472903668 0.11109779527410867 -0.0012875824687036133 0.011723389719180664 0.0048684080340899534 -0.0867915326768222 0.044711338316568129 -0.005763377905601547 -0.0030291788454633209 -0.16721692365166305 0.016193281596304801 -0.029652302903788431 0.25887904421736802 -0.34025396883487702 0.38473179909799782 -0.08248787648750075 -0.017875585283922114 -0.18236734792590142 0.035828689959916199 0.17024721673556739 -0.11770976252701817 0.11546459919334773 0.16059871995449068 -0.14964131024100033 leaf_weight=92245 24 25 73 67 56 22 40 40 133 249 40 36 193 21 96 37 544 70 24 20 28 33 23 24 22 21 49 85 25 51 leaf_count=92245 24 25 73 67 56 22 40 40 133 249 40 36 193 21 96 37 544 70 24 20 28 33 23 24 22 21 49 85 25 51 internal_value=-2.4511e-11 0.00804085 0.00963276 0.0508234 0.0264316 0.078346 -0.0308197 0.0350269 0.00422609 -0.0202001 -0.0693297 -0.0007206 0.0107115 0.005687 -0.0428497 -0.10876 0.0121754 -0.012517 0.0186245 -0.0986749 0.0224715 0.131974 0.013589 0.00126644 -0.00700268 0.0221035 -0.0701345 0.0870681 0.00837485 -0.0475887 internal_weight=94416 2171 2146 249 225 118 107 96 1897 398 113 285 1499 1306 154 58 1152 339 249 90 813 61 752 644 225 154 71 108 620 76 internal_count=94416 2171 2146 249 225 118 107 96 1897 398 113 285 1499 1306 154 58 1152 339 249 90 813 61 752 644 225 154 71 108 620 76 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=31 num_cat=0 split_feature=12 4 16 16 4 4 0 16 7 10 0 16 16 0 8 8 15 4 16 7 16 0 12 12 16 7 0 10 4 10 split_gain=13.8524 134.159 28.9823 54.5561 47.16 50.6964 38.7122 29.0064 25.9738 18.8267 114.176 138.194 79.0054 57.3854 57.7426 88.8623 57.3201 95.9794 64.5067 51.8358 50.4698 49.6261 42.8237 38.6918 36.4956 48.1012 34.5892 31.9295 84.5953 61.093 threshold=0.83937410149447877 1.6310051121617741 0.009191860974182205 0.016119965731735426 0.43544757003543666 0.1427536552082154 -0.23909406426899438 -0.026135717748292504 0.40417490315368926 2.127148101809806 1.9728105432544318 0.011050981446366827 0.023163301644380477 -0.51633826074526679 -0.04624335214591381 -0.46465112314632528 0.57662158818994047 1.0000000180025095e-35 0.012153839019975366 0.27778809449253167 0.017202056732928486 0.45552866799337605 -0.33024407745001821 -0.11567940196527104 0.0084057272602198457 -1.0255758698256559 -0.13626167139415871 1.8892923169913911 2.7468271404786795 1.8300881899516779 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=9 2 6 -4 5 -5 -2 -8 -9 27 12 -12 16 -14 15 -15 22 26 -19 20 -20 -22 -11 -16 -24 -26 -18 29 -29 -1 right_child=1 -3 3 4 -6 -7 7 8 -10 10 11 -13 13 14 23 -17 17 18 19 -21 21 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00023694480714996823 -0.00069069936827179936 0.25207077057465266 -0.12969491586443924 0.029570535509972962 0.12496860271692277 -0.16804002434015275 0.17588204741477967 0.078602219769812159 -0.030398417077958585 0.040011714803762144 -0.31287267188783047 -0.015328494197613486 0.084036020865594904 -0.062016576322529354 0.085429521650075918 -0.2629940499128266 0.0014270257164278755 0.22378888940438629 0.16492663640894145 -0.06412284460663796 -0.091802882438614258 0.12559752939712435 -0.0066047514063252849 -0.052602375501936131 0.044565012477911441 -0.1153542950968532 -0.14367385998368262 0.010232006277127339 0.19532277166843415 -0.017430362813411829 leaf_weight=87601 315 23 42 37 25 20 20 69 32 187 27 37 27 66 24 33 92 32 51 25 21 21 1304 132 26 68 20 2012 25 2002 leaf_count=87601 315 23 42 37 25 20 20 69 32 187 27 37 27 66 24 33 92 32 51 25 21 21 1304 132 26 68 20 2012 25 2002 internal_value=-3.39973e-11 0.0153668 0.00564502 -0.0370134 0.0104576 -0.0397665 0.0177772 0.0658549 0.0440674 -9.54765e-05 -0.00925204 -0.140855 -0.00529592 -0.0545962 -0.0692749 -0.129009 0.00223125 0.0455608 0.0978608 0.0637108 0.0980747 0.0168973 -0.00493111 -0.0313667 -0.0109428 -0.0711213 -0.0244838 0.000123646 0.0125036 -0.000157796 internal_weight=94416 583 560 124 82 57 436 121 101 93833 2193 64 2129 282 255 99 1847 262 150 118 93 42 1585 156 1398 94 112 91640 2037 89603 internal_count=94416 583 560 124 82 57 436 121 101 93833 2193 64 2129 282 255 99 1847 262 150 118 93 42 1585 156 1398 94 112 91640 2037 89603 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=31 num_cat=0 split_feature=10 10 15 8 12 10 10 0 0 13 4 0 4 4 15 16 15 4 16 10 4 0 11 16 8 4 0 4 10 15 split_gain=14.0201 60.6247 76.6288 198.869 83.6962 173.507 59.4011 84.8524 40.8711 88.279 41.4699 113.394 40.5535 147.497 216.741 105.57 48.7393 194.776 243.497 43.4858 41.4518 73.3293 68.4761 89.2668 86.3556 60.3233 39.9926 37.8925 33.9805 33.0859 threshold=-0.52948430068368435 -0.5138468986596324 4.6153372974626601 0.63117886275124013 0.49472222320467701 -0.52845492189707077 -0.51308971137909432 2.1724263647173485 5.0618149723573396 -0.35388458122543537 3.4511195376773909 3.7512060435604142 4.0962728786227762 2.9377916776006017 2.7211774549633745 0.0099337388579404853 2.5110576107184825 1.9408053655746684 0.029503312157717492 -0.52320038859569018 1.6310051121617741 1.3487590610042037 -0.070666369394528833 0.011770632586506163 -0.48324709469721522 1.4716029357962066 1.064457739526717 0.12257709892983054 -0.6703842338037973 4.6153372974626601 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 4 -4 12 -6 7 26 10 -10 28 -12 13 16 19 -14 20 18 -18 -15 21 -2 24 -24 -22 -23 27 -3 29 -1 right_child=1 6 3 -5 5 -7 -8 -9 9 -11 11 -13 15 14 -16 -17 17 -19 -20 -21 22 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.930614866132639e-05 0.0071464210490082714 -0.013660031755771206 0.3434471723934015 -0.034871963163216911 0.020446334541387237 0.34875246140555566 -0.0001069940638781931 -0.1837628208326571 0.058227737843990324 -0.22364303809404373 0.23831347135397107 -0.032709573824448807 0.012968462357918424 0.14019576758146288 0.3787912520651634 -0.22513811698666328 0.21495877839624883 -0.2376708988959973 -0.19128878688812256 -0.031742436791721146 0.15799121161301932 -0.02997478868394178 0.27236351551754134 0.026037010454362436 -0.069985275655226026 -0.22348336204886438 0.10695502093682688 -0.069379652226343749 -0.01403578005696646 -0.070589621887723011 leaf_weight=9107 7083 655 24 33 60 22 74207 33 20 25 26 38 60 24 26 27 36 39 25 38 24 49 28 31 54 24 24 150 2357 67 leaf_count=9107 7083 655 24 33 60 22 74207 33 20 25 26 38 60 24 26 27 36 39 25 38 24 49 28 31 54 24 24 150 2357 67 internal_value=9.72226e-12 0.000456959 0.00890314 0.12442 0.00804242 0.108528 -0.000410172 -0.0265099 -0.00324959 -0.0983671 -0.00288044 0.0773935 0.00695365 0.00774306 0.136444 -0.0609267 0.00621112 -0.0631287 0.0484639 0.0348143 0.00716189 0.00611874 0.061649 0.142938 0.000161336 -0.093594 -0.0202501 -0.0240426 -0.00332599 -0.000574407 internal_weight=94416 82776 7707 57 7650 82 75069 862 11640 45 11595 64 7568 7481 88 87 7393 100 61 62 7293 7156 137 59 78 73 829 805 11531 9174 internal_count=94416 82776 7707 57 7650 82 75069 862 11640 45 11595 64 7568 7481 88 87 7393 100 61 62 7293 7156 137 59 78 73 829 805 11531 9174 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=31 num_cat=0 split_feature=16 15 16 15 4 16 7 16 8 0 12 8 10 16 15 7 11 7 7 8 4 12 10 4 10 8 10 16 0 15 split_gain=13.7567 61.8839 65.6274 79.7724 80.8366 62.1263 61.7672 58.466 72.2327 55.5976 140.563 204.899 123.363 105.724 190.755 244.306 177.57 160.207 165.491 185.188 157.942 143.143 151.293 136.115 131.216 126.172 169.865 135.181 211.349 117.015 threshold=0.0039516663936978317 0.44249758782887877 -0.0082971221625011346 -0.16826448239139011 -0.26884482716327529 -0.0019435054618524026 -0.82019730575127492 -0.030324949983138585 0.26058906283691458 2.6422292576553237 -0.010030369044295896 -3.1003991942116453 -0.74610296185759772 0.016622551061375824 0.51311205900321932 2.9556086030008086 -0.73065639875272159 1.142747816267329 0.77938574136650096 -0.4680825584772384 1.1197011134623605 0.030593483205219613 -0.14505710154583284 0.82644959485082159 -0.047503665768283236 -0.59012495589964997 -0.039332971649536655 0.0079930544183343718 2.1724263647173485 3.5353796731623546 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 5 -5 -4 -2 -3 -9 13 11 -11 -12 14 -8 16 21 18 20 -20 24 -16 -23 -19 -18 26 -22 28 -27 -29 right_child=6 7 3 4 -6 -7 9 8 -10 10 12 -13 -14 -15 15 -17 17 23 19 -21 25 22 -24 -25 -26 27 -28 29 -30 -31 leaf_value=0.0070202145513288492 -0.0076280072359922891 -0.0014957501049648924 0.0084304059566035275 -0.0027054811576753459 -0.024342654761651657 -0.0013540886310385229 -0.00029842503818111067 -0.051862668175378747 -0.011154722377164838 -0.39415801141573037 -0.20345465127498874 0.012013101363037196 -0.0025998438499660959 0.0011388593131121192 0.31964597866560024 0.37897358499467376 0.02993153288372128 0.045989710226272927 0.26976515868353468 0.045178938822143459 0.013043758362277787 0.26173680447973313 -0.0059969056097249835 -0.12426236103115194 0.11744189136676858 0.33815371074220718 -0.14264982990792086 0.0041009323838650802 -0.019908014102838933 0.12692504279142203 leaf_weight=11366 4823 2240 7633 4461 2817 43310 2419 667 1258 23 31 27 2250 8661 36 21 391 78 63 88 177 32 62 118 305 34 116 791 32 86 leaf_count=11366 4823 2240 7633 4461 2817 43310 2419 667 1258 23 31 27 2250 8661 36 21 391 78 63 88 177 32 62 118 305 34 116 791 32 86 internal_value=-1.30954e-11 -0.000638931 6.97409e-05 -0.00128714 -0.0110803 0.000111963 0.00228041 -0.0124791 -0.0252598 0.00529716 -0.00896526 -0.174826 -0.00532957 0.00775798 0.0195807 0.0393698 0.0364094 0.029925 0.038058 0.13888 0.030178 0.150085 0.0851465 -0.056509 0.0682802 0.00872243 -0.048596 0.0265319 0.164548 0.0161453 internal_weight=94416 73752 69587 58221 7278 50943 20664 4165 1925 15841 2331 50 2281 13510 4849 2430 2409 2279 2083 151 1932 130 94 196 696 1236 293 943 66 877 internal_count=94416 73752 69587 58221 7278 50943 20664 4165 1925 15841 2331 50 2281 13510 4849 2430 2409 2279 2083 151 1932 130 94 196 696 1236 293 943 66 877 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=31 num_cat=0 split_feature=4 0 15 16 15 15 4 15 16 15 16 11 13 11 11 8 16 13 10 0 12 11 15 11 12 16 12 16 10 8 split_gain=14.6169 77.9098 109.419 48.7903 61.1871 52.8254 44.7994 62.4571 41.0612 62.186 100.158 81.7917 78.883 71.7243 62.1432 114.032 66.0423 51.2608 47.9241 46.3997 64.1512 88.9563 67.9296 58.0681 55.2171 91.1052 52.96 43.4552 41.5338 38.4375 threshold=-0.32700637835456386 -0.41249770715597223 2.5110576107184825 -0.0010233773353459613 2.3378411815249689 -0.16826448239139011 0.18122740265213824 1.7904346762920398 0.52146716312978247 0.11635829425173494 0.020578400337765802 3.5377980551254509 -0.66877254928827823 -0.72925927765027765 -0.27065427577296969 -0.46310153209733312 0.045490510837643112 -0.62273236612434058 -0.52073581823158599 -0.41249770715597223 0.23135489087604397 3.0597331521783855 2.5110576107184825 0.56432517166635865 0.59025213452541014 0.097185291345263922 0.024723410238089216 0.0039516663936978317 -0.29550105865625653 -0.42590972422062617 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 6 4 5 -1 7 -2 9 27 18 12 14 -14 16 -16 -12 -15 -11 20 22 23 26 -22 25 -21 -19 -5 -28 -23 right_child=1 -3 -4 8 -6 -7 -8 -9 -10 10 11 -13 13 17 15 -17 -18 19 -20 24 21 29 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.016894448055668389 -0.022546456542030188 -0.00058114973445858086 -0.24371337456547698 -0.0010917989793989211 -0.16786711487919093 0.0024997264502810215 -0.12078245662980609 0.14784573065963658 -0.085472125872119997 0.28543363362550739 0.14196192902145963 -0.13158970866884506 0.22002780874767766 0.13950734563933856 -0.26059188025969043 -0.020928854599595072 -0.040305139403790241 0.11303470785649934 0.081199270817968586 0.087742729358036411 0.074474659349635514 0.30257340747685663 -0.16968651303778526 -0.054654888592829756 -0.12280254991104206 -0.10662518627941608 0.038851171086231873 -0.090057746199044331 -0.13567133525758981 0.11124339529446192 leaf_weight=3783 970 49745 23 31033 20 7818 45 22 57 20 33 35 22 44 27 75 50 38 27 66 167 21 23 44 39 38 30 55 25 21 leaf_count=3783 970 49745 23 31033 20 7818 45 22 57 20 33 35 22 44 27 75 50 38 27 66 167 21 23 44 39 38 30 55 25 21 internal_value=3.18572e-11 -0.00115279 -0.0279793 0.00134295 0.00689245 0.00719374 -0.0231945 -0.0187676 -0.000673018 -0.000521653 0.026245 0.0178897 0.0247466 0.0429373 -0.0320873 -0.0843691 0.0321625 0.0359302 0.168108 0.027029 0.0457693 0.0740024 -0.0158079 0.0475472 -0.0213289 0.0167237 0.0222481 -0.00124919 -0.0404772 0.206908 internal_weight=94416 50805 1060 43611 11621 11601 1037 992 31990 31933 845 798 763 578 185 102 83 556 47 512 369 253 116 211 143 104 93 31088 55 42 internal_count=94416 50805 1060 43611 11621 11601 1037 992 31990 31933 845 798 763 578 185 102 83 556 47 512 369 253 116 211 143 104 93 31088 55 42 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=31 num_cat=0 split_feature=13 16 11 15 7 8 13 0 13 0 12 0 15 16 0 8 0 7 15 12 0 7 16 12 13 4 8 0 4 15 split_gain=13.4083 39.297 30.9596 33.105 25.3855 41.7651 26.008 24.5211 24.3753 34.9022 44.3062 87.1537 55.9174 63.0232 34.6296 33.5728 30.3788 34.8568 23.7638 23.5622 27.4889 23.1752 21.1312 17.0841 80.55 58.4229 43.1596 119.181 31.3794 26.7649 threshold=2.9361401864749186 -0.062493536184618316 -0.034441015095440043 0.064145515417584106 -0.073725217096313037 0.63339266083913948 2.9573119495357076 -0.2542164749858819 2.1551373713435988 2.7632085433904243 0.78685045697477507 1.4677220253103862 0.85663071366741561 0.015134226967406766 1.3487590610042037 -0.41019175779654199 0.33555754297273443 0.21064510239129172 0.45893627506774687 0.83937410149447877 0.010929792916880593 -1.2033073195054087 -0.011690648152716024 0.78707150574759621 2.0143283440027973 1.9408053655746684 -1.829900461590676 0.33555754297273443 0.054289447093734587 1.1487340487878115 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 3 21 5 -5 -6 -8 19 10 12 -12 16 15 -15 -14 22 18 -18 23 -21 -3 -10 -1 25 26 27 -25 -28 -30 right_child=1 2 -4 4 6 -7 7 -9 9 -11 11 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=0.00017927652136720852 0.13654241320490837 -0.065739214274941435 -0.024846416330768676 0.074062544681752718 0.18267876124382021 -0.079616244669471481 -0.0093965934106597197 0.11910453949010734 -0.050717199129878356 -0.11205999921349918 0.0027364186398300002 0.20935379891168504 0.10083208054304123 -0.19574995335036269 -0.044240138882940469 -0.082396625056862835 -0.081037882733635797 -0.18387341314838046 0.045958838773810351 0.014924026679140157 0.12624166874635606 0.013937902268492156 -0.0027380766840392461 -0.060101926689036189 -0.18837900450453163 -0.15877085518836975 0.0023886282441503478 0.25903011032126172 -0.033012367541658448 -0.1537481380711225 leaf_weight=91101 25 41 197 48 25 28 27 33 106 34 733 21 20 48 22 20 41 21 23 78 31 333 685 25 26 25 444 22 111 22 leaf_count=91101 25 41 197 48 25 28 27 33 106 34 733 21 20 48 22 20 41 21 23 78 31 333 685 25 26 25 444 22 111 22 internal_value=-2.23394e-11 0.0132553 0.00904471 0.0215242 0.0594376 0.017444 0.0969848 0.061279 -0.000107136 -0.0117175 -0.00975678 0.00849101 -0.023711 -0.0909143 -0.148133 0.00921773 -0.0152722 -0.0720805 -0.0353984 0.000117022 0.0465832 0.00520325 -0.00916764 6.18351e-05 -0.0157886 -0.00887433 -0.00286886 0.089279 -0.0103748 -0.0529837 internal_weight=94416 757 732 535 161 76 85 60 93659 1774 1740 754 986 110 70 40 876 85 64 91885 109 374 791 91776 675 649 624 47 577 133 internal_count=94416 757 732 535 161 76 85 60 93659 1774 1740 754 986 110 70 40 876 85 64 91885 109 374 791 91776 675 649 624 47 577 133 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=31 num_cat=0 split_feature=11 16 16 13 15 0 11 10 16 15 0 15 0 13 13 0 15 16 0 4 0 10 4 15 15 0 15 4 0 12 split_gain=13.3653 19.872 47.2174 26.9018 33.3264 24.368 16.2676 30.6016 66.1957 63.0564 56.2617 55.0921 24.187 18.4681 99.0371 179.436 58.4609 49.626 41.6831 61.9884 66.4653 40.9719 43.9966 49.711 39.9454 135.35 60.4293 130.551 103.868 191.589 threshold=-1.0366259201880001 0.041787447695328113 0.019762856206515855 -0.76858228943199691 0.017556437761301742 0.091582650073614519 -0.90948789986557887 -2.0395631849001643 0.012548063223133702 0.67354607796251675 0.47670004299701868 0.0086716996958657849 0.091582650073614519 -0.91947310870650767 -0.86839202957571537 3.3076153291983785 5.9737900640389032 -0.0046434211998625978 2.4910051504864472 0.90464999981389849 0.69647907874911852 -0.51433684337056873 0.25069911331016731 0.57662158818994047 4.6153372974626601 3.499165864945621 3.5353796731623546 4.0962728786227762 2.7632085433904243 0.021432239620534508 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 -1 -5 7 11 10 -10 12 -2 -9 16 15 17 24 21 19 20 -19 -15 -23 -24 26 -26 -8 28 29 -28 right_child=6 -3 -4 5 -6 -7 13 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.012101423600453395 -0.0060994350965121926 -0.073755015935748819 0.16022608226537705 0.00072759661330457992 0.12124141391653281 -0.12484114170074463 0.0030257465874940549 -0.0081154005967287567 -0.0048464338853955275 0.24049052731557327 -0.17271114483475686 -0.089656133264783888 0.10174394365061412 -0.0054884594617193791 4.3087146358610801e-05 -0.25398993363293509 0.13268936178513935 -0.010136541203775981 0.11106441563793593 -0.091997729102661324 0.13801787382652683 -0.049154190983584464 -0.078683358189162056 -0.2642415621063926 -0.22594346142020721 0.10741050651385671 -0.16272334739565852 -0.12113189282624617 0.33937097489833834 0.2456313916930446 leaf_weight=99 217 20 25 68 39 20 12281 225 20 22 20 124 22 154 79092 33 35 1305 28 91 31 240 42 22 29 21 20 23 21 27 leaf_count=99 217 20 25 68 39 20 12281 225 20 22 20 124 22 154 79092 33 35 1305 28 91 31 240 42 22 29 21 20 23 21 27 internal_value=-5.68713e-12 0.0221759 0.0298198 0.0153943 0.0429453 -0.0278108 -6.38341e-05 -0.0158291 0.00696454 0.123663 -0.0113926 -0.0364837 0.00166964 4.57697e-05 -0.000505265 -0.0227922 0.00363048 -0.0188039 -0.00976744 -0.0121384 -0.00669883 -0.0475114 -0.0687994 -0.142469 0.00326685 -0.0859348 0.00362735 0.0848169 0.154476 0.0718634 internal_weight=94416 271 251 226 138 88 94145 650 309 42 267 341 247 93495 81038 1946 12457 1913 1455 1427 1336 458 304 64 12422 50 12372 91 68 47 internal_count=94416 271 251 226 138 88 94145 650 309 42 267 341 247 93495 81038 1946 12457 1913 1455 1427 1336 458 304 64 12422 50 12372 91 68 47 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=31 num_cat=0 split_feature=7 15 13 13 10 15 11 16 16 8 15 10 11 7 7 12 11 11 0 16 15 4 15 0 16 0 11 15 16 16 split_gain=13.5028 40.6059 222.813 211.398 119.192 32.2761 87.5393 84.3541 117.269 100.014 100.882 140.074 122.534 83.8804 129.777 196.382 92.526 119.111 196.434 79.6074 139.11 119.819 244.695 111.898 255.938 171.895 331.384 164.238 128.51 126.742 threshold=-0.13296903365623061 5.9737900640389032 -0.54543862796590548 -0.19358408947946329 0.24998061739249902 1.9053897050325386 3.5377980551254509 0.017796522407601441 0.018441319517399281 -0.41019175779654199 2.3378411815249689 -0.028995880589250636 -0.10030529563923794 -0.2159103768401153 -0.28700295671201631 0.21580779385431287 0.17812098120499856 -0.091323802837811024 3.499165864945621 0.0088157159391104543 2.5110576107184825 2.5664086052792845 4.0010959904159478 3.3076153291983785 0.010298215047806753 3.7512060435604142 -0.50676774208603892 3.2160438033827625 0.013753715261396739 0.011770632586506163 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 -4 -5 -1 7 13 -9 10 12 -12 -10 14 16 -16 17 19 -19 20 -7 22 -21 24 -23 26 -25 -26 29 -27 right_child=-2 2 3 4 -6 6 -8 8 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 21 -22 23 -24 25 27 28 -28 -29 -30 -31 leaf_value=0.00078355828525134962 -0.0011958074034931938 -0.27020984966965284 0.31623201218433677 0.084664977868290053 -0.24091265676543117 0.016312456721706052 -0.09936195629451311 0.2124083019886166 0.23720665165493565 0.067996120516924566 0.0020320436917245391 -0.19430137579515577 -0.03768677045317257 -0.096731699220836173 0.022148685039035859 0.33300620918472612 0.074670198571980526 -0.1425522319555505 0.12981647049838849 0.01198955950771087 0.28719346437316678 0.12502009243919299 0.32733877053750415 -0.064946444545473367 -0.13777607007082118 -0.031676155542954804 0.46055678753625778 -0.48463946782052525 0.13174201636701019 -0.20692046756068103 leaf_weight=45136 47211 34 20 23 22 70 66 40 31 381 133 50 34 80 63 30 141 134 33 203 26 26 28 28 43 200 21 20 37 52 leaf_count=45136 47211 34 20 23 22 70 66 40 31 381 133 50 34 80 63 30 141 134 33 203 26 26 28 28 43 200 21 20 37 52 internal_value=1.99688e-12 0.00119596 -0.0627806 0.0457209 -0.0745063 0.00133042 0.0138598 0.0177845 0.0463828 0.0358248 -0.0135998 -0.051611 0.0934162 0.00229283 0.00915167 0.122425 -0.000767774 -0.0123169 -0.0887309 0.00460767 0.0896761 -0.00780353 0.0502137 -0.0391899 -0.138951 -0.0129214 0.160269 -0.247891 -0.042286 -0.0678377 internal_weight=94416 47205 99 65 45 47106 1970 1904 669 629 248 183 65 1235 1155 93 1062 921 167 754 96 658 231 427 89 338 49 63 289 252 internal_count=94416 47205 99 65 45 47106 1970 1904 669 629 248 183 65 1235 1155 93 1062 921 167 754 96 658 231 427 89 338 49 63 289 252 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=31 num_cat=0 split_feature=4 15 7 8 16 13 16 8 15 12 15 7 0 15 13 7 0 8 10 11 15 7 4 7 16 0 4 15 12 12 split_gain=12.6499 49.7442 243.286 111.612 65.6809 49.6712 68.2551 121.145 146.891 283.245 283.96 147.915 117.746 112.43 86.4478 81.1389 108.451 170.033 85.0269 79.8997 126.085 92.0423 89.4729 155.107 151.396 139.576 123.704 234.18 122.02 155.355 threshold=-0.0043608566285731508 4.6153372974626601 0.44762036863096205 -0.46310153209733312 0.013753715261396739 0.49903501636634173 0.016622551061375824 -4.8968963463420794 2.3378411815249689 0.56979284255210472 4.6153372974626601 0.60955346722807036 2.3387728826031124 4.6153372974626601 1.3811918105658749 -0.618768329447555 1.6844765789191083 -0.39293649741303976 1.8352759126106579 0.17812098120499856 1.3757378907037769 0.66089810824666573 1.9408053655746684 -1.2033073195054087 0.012963555824462221 2.6422292576553237 2.5664086052792845 1.6950513637288724 0.74206351950380078 0.78685045697477507 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 -1 -2 19 -8 15 11 12 13 -11 14 -10 -9 18 -18 -17 22 21 -21 -7 -24 26 -26 27 -25 -28 -30 right_child=5 2 3 -5 -6 6 7 8 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 25 -27 28 -29 29 -31 leaf_value=0.00019607449385492263 0.00034888472347263503 -0.34852092304955362 0.22718309342861176 -0.095823681095372079 0.016063092851388277 -0.0058607311747896421 0.15315888234086938 -0.049165385423359985 0.039721633000847176 -0.17266237815002017 0.26422978934380364 -0.37776257417657799 0.10411934368312359 -0.33206257664639022 -0.17056110298827939 0.0040727939352713117 -0.053614095988727753 0.33995393916316657 -0.079281390728687673 0.011204023815478758 0.071405649653229972 -0.065065202864632521 0.091001190036787832 -0.26238730382294684 -0.051769588171289516 -0.35764858535357885 -0.062793445483996319 0.12078525315631519 0.25965987570816651 -0.066050301706073455 leaf_weight=62757 23012 23 20 23 2722 1972 37 551 34 51 33 34 22 23 46 815 21 23 144 1169 312 183 59 58 26 35 130 22 32 27 leaf_count=62757 23012 23 20 23 2722 1972 37 551 34 51 33 34 22 23 46 815 21 23 144 1169 312 183 59 58 26 35 130 22 32 27 internal_value=-1.73587e-12 0.000768213 -0.086004 0.054412 0.000855676 -0.00174405 -0.00996434 -0.025954 -0.0296419 -0.101943 0.0207965 -0.19691 -0.0892487 -0.137211 -0.0811909 -0.0183361 -0.00139995 0.152115 -0.00844337 -0.00267862 0.014104 0.0008806 -0.0145068 -0.0583373 -0.0850372 -0.227274 -0.0527828 -0.157015 -0.00866344 0.110606 internal_weight=94416 65545 66 43 65479 28871 5859 1834 1797 243 106 137 73 103 80 1554 1003 44 959 4025 1664 1352 2361 389 330 61 269 80 189 59 internal_count=94416 65545 66 43 65479 28871 5859 1834 1797 243 106 137 73 103 80 1554 1003 44 959 4025 1664 1352 2361 389 330 61 269 80 189 59 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=31 num_cat=0 split_feature=7 4 7 15 16 8 0 13 13 13 16 8 0 7 15 11 10 10 7 12 10 11 16 0 16 7 13 15 7 4 split_gain=12.0127 38.068 39.2331 124.007 48.1506 59.433 55.6132 23.5594 61.1571 91.9528 45.2481 57.0417 40.3573 62.5991 114.847 75.9104 85.2444 144.885 43.0479 82.5522 52.1556 47.4236 85.99 39.2809 34.3425 34.2291 30.3226 28.7679 48.8499 29.8666 threshold=2.6514903446598983 3.1920118449839001 2.777877153321056 1.7904346762920398 -0.0023379267499259128 0.63339266083913948 -0.33486933214261577 1.3811918105658749 1.0484926767534795 1.1244421759874201 0.024222171496760338 0.55037523254291953 -0.29454290356424889 2.9042639619822137 0.036242171479482964 -0.62377663441574038 0.034268848827465247 -0.14859930282717326 3.3150210901309749 0.092523981057187274 -0.37997321809862933 -0.1907189898402695 0.014178812385592455 -0.43366908215961475 -0.0021427387709073843 3.0819954116619659 -0.76858228943199691 0.20545738576866981 3.236029334717752 -0.092474014718631134 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 -2 -7 8 12 -10 23 -12 -4 14 -14 -15 17 18 21 24 -21 -17 26 -9 -20 -25 -23 28 -28 -29 right_child=1 -3 7 -5 -6 6 -8 10 9 -11 11 -13 13 15 -16 16 -18 -19 19 20 -22 22 -24 25 -26 -27 27 29 -30 -31 leaf_value=-0.00017304390430796098 -0.0076629694551229484 -0.11533349466323853 -0.010647716221794196 0.27863337248563769 -0.01629713145653006 0.043969115062996195 0.24511422416793982 0.026299304994053498 -0.24987950501963496 -0.022634790049514908 0.23238192353058948 0.025730044208467008 0.0060196865478466298 0.19889657703183949 0.31750901684165006 0.10325278595089914 0.18640302848070861 -0.1986814591412743 0.050019129709555556 0.22036555119923185 0.037257470749318601 -0.094874462042229657 -0.22816231038421392 -0.10385116557685697 -0.11251485151990961 0.017659603440287438 -0.13630297391542368 0.0064749167673289788 0.045917934383596148 0.13699315098217793 leaf_weight=92245 46 25 819 21 127 27 28 372 24 69 22 34 29 21 20 30 24 36 26 35 28 33 20 49 26 44 28 50 31 27 leaf_count=92245 46 25 819 21 127 27 28 372 24 69 22 34 29 21 20 30 24 36 26 35 28 33 20 49 26 44 28 50 31 27 internal_value=1.11491e-11 0.00735257 0.00878181 0.0461021 0.0246848 0.0762165 0.14637 0.00388315 -0.00297423 -0.0812786 0.021994 0.106915 0.00270177 0.0262648 0.133158 0.0136436 0.00376972 -0.00807677 0.0124675 0.0620097 0.138984 -0.0135479 -0.0320877 0.011767 -0.0312479 -0.0463622 -0.00888357 0.0119819 -0.0405598 0.0522411 internal_weight=94416 2171 2146 249 228 101 55 1897 1376 93 521 56 1283 464 49 415 394 370 334 115 63 219 189 465 52 93 169 136 59 77 internal_count=94416 2171 2146 249 228 101 55 1897 1376 93 521 56 1283 464 49 415 394 370 334 115 63 219 189 465 52 93 169 136 59 77 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=31 num_cat=0 split_feature=7 15 8 8 0 0 10 4 10 4 15 13 10 16 8 15 15 7 12 13 13 13 8 16 10 10 8 16 7 4 split_gain=12.094 53.6321 183.138 159.594 327.199 99.5365 143.259 130.93 106.62 37.1161 31.5776 50.5459 51.2686 120.084 30.7483 72.8438 55.1389 86.3213 85.8842 84.4191 202.23 82.2441 82.3666 81.8591 80.691 170.487 112.019 95.0678 136.835 131.912 threshold=-0.46473440639176927 4.0010959904159478 -0.018128116429594509 -1.9228799754237451 1.2912939002800308 4.295612829368368 -0.047503665768283236 2.5664086052792845 -0.0022085246890409219 1.0742671040777683 3.5353796731623546 -0.049078405096301576 -0.02850222417595873 0.012548063223133702 -1.1633258831341664 2.5110576107184825 1.9053897050325386 -0.5911212150529267 0.32876371676575394 -0.93963669257392535 -0.89930952483908955 -1.0162583112701131 0.43481497235458116 0.0074499259215254588 1.2613786805617124 0.24998061739249902 0.48373993189573122 0.0099337388579404853 -1.1519626784868138 3.1920118449839001 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 10 3 -3 -5 7 -7 9 -8 -4 14 12 13 -12 15 -1 -16 19 -19 21 -21 22 -18 -22 25 27 -27 29 -29 -25 right_child=-2 2 5 4 -6 6 8 -9 -10 -11 11 -13 -14 -15 16 -17 17 18 -20 20 23 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0056322231143278931 -0.00083649096923893841 -0.010832380435683511 0.064736974275693665 0.071966247266048902 0.56690222722562877 -0.10861197936215572 0.33938489935614846 -0.23841035603122279 0.051535173974210216 -0.073408171453991464 -0.24862735211849213 -0.13092727689666953 0.11495597181985012 0.065663637076654749 0.0016298484250388511 -0.11096426141795829 -0.16521062552928925 0.047036442765966059 0.22227039859607453 0.32363275973634287 0.20938056522891638 -0.24367144000918969 0.087789783362419382 0.34050127938389779 0.10093511729785128 -0.31318061941343811 -0.064727045361732335 0.10119899687136935 -0.041765188998990857 0.049752262990239646 leaf_weight=3272 61061 33 41 34 22 28 22 33 31 37 20 47 26 31 28749 67 22 88 41 22 21 23 31 20 82 23 86 93 239 71 leaf_count=3272 61061 33 41 34 22 28 22 33 31 37 20 47 26 31 28749 67 22 88 41 22 21 23 31 20 82 23 86 93 239 71 internal_value=-1.33861e-11 0.00153131 0.0450346 0.163609 0.266405 -0.00992972 0.0743571 -0.0714363 0.17102 -0.000793415 0.00116171 -0.0492073 0.000673779 -0.0575877 0.00135126 -0.0077458 0.00237706 0.0272978 0.102731 0.0140223 0.0255646 -0.0857578 -0.0172293 0.0152379 0.00859782 -0.00563462 -0.117153 0.0231018 -0.00171799 0.113653 internal_weight=94416 33355 281 89 56 192 81 111 53 78 33074 124 77 51 32950 3339 29611 862 129 733 657 76 53 635 614 532 109 423 332 91 internal_count=94416 33355 281 89 56 192 81 111 53 78 33074 124 77 51 32950 3339 29611 862 129 733 657 76 53 635 614 532 109 423 332 91 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=31 num_cat=0 split_feature=12 12 0 16 7 8 10 0 13 7 0 15 15 10 10 12 16 16 8 0 8 15 16 7 7 16 15 11 12 4 split_gain=12.3727 48.9701 56.7537 115.441 123.276 122.12 98.1174 96.6619 165.458 139.468 80.9778 228.476 80.2959 92.9294 74.6232 94.6723 132.854 103.358 141.522 129.013 193.482 101.831 86.4238 75.1724 126.922 95.5666 75.0682 73.4711 71.6323 69.6795 threshold=0.042726604735607222 0.2690805481041314 0.53618152515010997 0.0060763678093080503 -1.1519626784868138 -1.5723250791873886 0.08554972857213701 1.1027678466761655 -0.84654814705267933 2.9556086030008086 0.45552866799337605 0.45893627506774687 0.64696236387199668 -0.14462406960434862 5.1481174958245211 0.21558674508149173 0.0088157159391104543 0.015134226967406766 0.56897113980647951 1.8699781503795962 0.63339266083913948 4.6153372974626601 0.010298215047806753 1.1940924572859244 2.777877153321056 0.0088157159391104543 1.2012321049714914 -0.16257697906246546 0.23135489087604397 0.59240598374590803 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 7 5 -5 12 -4 -9 27 -2 -12 -7 -14 15 17 -17 18 23 -19 21 -21 -18 25 -25 26 -6 -10 -24 -13 right_child=1 -3 3 4 14 6 -8 8 9 -11 11 29 13 -15 -16 16 22 19 -20 20 -22 -23 28 24 -26 -27 -28 -29 -30 -31 leaf_value=0.001153410276115163 -0.0042668328742030189 0.0010679191114411034 -0.0033254585151962185 -0.18459020736424819 0.036895677703432737 0.018688178018273154 -0.10528067314880901 0.37225273206830023 0.2275104178860784 -0.15164164050171774 -0.018195144939818421 0.28099828788803682 0.070919359523442485 0.26952380981100238 0.14287372833456508 -0.28676978998324454 0.097585694778424048 -0.026037748275388385 -0.10419650768317684 0.080700432735940686 0.30020682914182545 -0.14837035200110191 -0.19284462417774606 -0.3308581318706274 -0.016665180462102094 -0.029913868041261317 0.25884953480213885 0.0055873308617335098 -0.046302197977072662 0.067036229695962832 leaf_weight=46852 12838 32316 218 23 64 97 32 20 35 24 128 45 62 38 22 34 26 468 353 69 32 27 53 20 36 325 20 26 90 23 leaf_count=46852 12838 32316 218 23 64 97 32 20 35 24 128 45 62 38 22 34 26 468 353 69 32 27 53 20 36 325 20 26 90 23 internal_value=-3.14006e-12 -0.00113614 -0.00580735 -0.02061 -0.0300473 0.0350679 0.0571296 0.0346404 0.113465 0.0525734 -0.00329291 0.0604989 0.083511 0.146389 -0.0400589 -0.0425478 -0.106408 -0.0333797 -0.0564574 -0.0017059 0.0872574 0.0162743 -0.0701227 -0.0202168 -0.128877 -0.0053391 0.0897418 0.13292 -0.100615 0.208629 internal_weight=94416 47564 15248 2214 1891 252 229 323 105 85 13034 196 197 100 1639 1617 203 1414 818 596 128 96 169 465 56 409 84 61 143 68 internal_count=94416 47564 15248 2214 1891 252 229 323 105 85 13034 196 197 100 1639 1617 203 1414 818 596 128 96 169 465 56 409 84 61 143 68 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=31 num_cat=0 split_feature=16 7 10 16 0 15 16 11 16 15 15 4 16 4 10 16 0 16 8 7 8 13 13 15 4 10 10 16 8 8 split_gain=12.7451 54.0182 52.0392 99.8879 95.9787 51.2111 55.4916 54.1215 56.2504 62.4382 52.8819 84.1604 60.1304 50.3349 49.5168 71.7051 96.4301 63.0207 52.662 49.9031 48.8287 50.5441 71.429 101.344 70.3704 58.8633 68.935 82.8459 54.7096 113.996 threshold=0.0039516663936978317 -0.82019730575127492 2.127148101809806 0.0099337388579404853 2.4910051504864472 0.44249758782887877 -0.011690648152716024 -0.20324318258003701 -0.054805830526608292 0.97616131414377294 -0.19164304183142103 -0.26884482716327529 -0.0028648403323877519 -0.26779847084793862 -0.74570952140790647 -0.030324949983138585 0.90214386449878992 -0.1498107884465513 0.47864814377640885 -1.076920510844251 -4.8968963463420794 0.4025858735338595 0.32730849376216603 1.7904346762920398 3.7589647809662083 1.8851525316308024 1.8913708703105152 0.023163301644380477 -1.3968815772906085 0.42020389484048287 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 20 -3 -4 -5 6 -1 8 -7 -10 12 -12 13 -8 19 16 -16 -18 -17 -9 -2 22 28 -24 25 -23 -27 -28 -22 -30 right_child=1 2 3 4 -6 7 10 14 9 -11 11 -13 -14 -15 15 18 17 -19 -20 -21 21 24 23 -25 -26 26 27 -29 29 -31 leaf_value=0.0077274417143234561 0.14508191347122193 0.006009560654239598 -0.1930274686392616 -0.025703728954524836 0.19352753162384034 -0.002098445211181469 0.026403801497020457 0.1605419352393726 -0.03023804433634807 -0.10565989029503638 0.00032676981993947545 -0.017558102334111241 -0.00081594331660301905 0.0044131459948127888 0.020629422700863102 -0.053701701743112319 -0.20356363723675411 -0.030696499688734471 -0.0075311591996655852 0.022760010976012917 -0.030341784235346936 -0.030111187284504955 0.020781022835581101 0.25821048820018772 -0.1632474020602448 0.075240081691299573 0.0233776965909753 -0.12857976433108836 0.029845319601029003 -0.013183568644430772 leaf_weight=8254 21 15379 34 407 21 675 1446 29 956 124 6103 4625 45444 3715 970 412 30 71 617 281 609 1140 64 25 35 128 121 51 984 1645 leaf_count=8254 21 15379 34 407 21 675 1446 29 956 124 6103 4625 45444 3715 970 412 30 71 617 281 609 1140 64 25 35 128 121 51 984 1645 internal_value=4.68144e-11 0.00219497 0.00501615 -0.0280525 -0.0149471 -0.000614991 2.96803e-05 -0.0113859 -0.0247441 -0.0388976 -0.00100626 -0.00738366 0.000345717 0.0105744 -0.00165824 -0.00716555 0.0109469 -0.0820432 -0.0260173 0.0356493 -0.0070711 -0.00773649 -0.000905343 0.0874747 -0.0231448 -0.0197395 0.0196729 -0.0216795 -0.00333457 0.00292158 internal_weight=94416 20664 15841 462 428 73752 69587 4165 1755 1080 61333 10728 50605 5161 2410 2100 1071 101 1029 310 4823 4802 3327 89 1475 1440 300 172 3238 2629 internal_count=94416 20664 15841 462 428 73752 69587 4165 1755 1080 61333 10728 50605 5161 2410 2100 1071 101 1029 310 4823 4802 3327 89 1475 1440 300 172 3238 2629 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=31 num_cat=0 split_feature=10 10 15 8 12 10 10 0 0 4 4 0 15 16 13 15 4 16 0 11 10 0 7 7 0 11 15 4 7 15 split_gain=11.8922 44.0269 63.8953 146.149 63.2018 139.952 47.9677 66.5613 31.2648 30.7888 29.5371 120.39 170.768 81.2594 54.5384 40.9697 133.104 199.593 35.9155 74.1805 34.1143 33.4775 42.7214 67.3386 40.7357 64.5718 68.149 52.0188 30.8942 69.4128 threshold=-0.52948430068368435 -0.5138468986596324 4.6153372974626601 0.63117886275124013 0.49472222320467701 -0.52845492189707077 -0.51308971137909432 2.1724263647173485 1.064457739526717 0.12257709892983054 4.0962728786227762 3.0858199720173602 2.7211774549633745 0.0099337388579404853 -0.93963669257392535 2.5110576107184825 1.9408053655746684 0.029503312157717492 2.0776592575581865 -0.070666369394528833 -0.5160368030494239 1.3487590610042037 0.13165334697806816 -0.23565831569342113 1.0241313109483501 -0.047613871204199729 1.3757378907037769 1.1598476722592352 1.9089678437755968 0.24448885772187304 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 10 -6 7 8 9 -3 11 15 14 -12 -13 18 17 -17 21 20 -20 24 23 -23 27 26 -26 28 -2 -30 right_child=1 6 3 -5 5 -7 -8 -9 -10 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0029928484017941676 0.0045484846860385049 -0.012222034044702403 0.30086601123524215 -0.023453274820790147 0.015045790707808921 0.30990136929533701 -4.5658165198333869e-05 -0.16304828262690343 0.094243800244294115 -0.062448003937800728 0.012786303929363689 0.13343250642602261 0.36741787242618473 -0.19611397948529985 -0.075614548971255635 0.18870991867863471 -0.19175667586021647 -0.17909439802169802 -0.053055833334602967 0.18050389471981262 0.10367798081466131 -0.064915825686482506 -0.11186221047897232 0.15018547675149008 0.055428546700584759 -0.07319561194243103 0.25198387297039687 -0.14495002206252969 0.011869209092110396 0.15228732558696167 leaf_weight=11640 6728 655 24 33 60 22 74207 33 24 150 60 26 22 27 24 36 43 25 41 36 21 43 55 22 89 29 22 23 150 46 leaf_count=11640 6728 655 24 33 60 22 74207 33 24 150 60 26 22 27 24 36 43 25 41 36 21 43 55 22 89 29 22 23 150 46 internal_value=9.46961e-12 0.000420856 0.00761857 0.113102 0.00683261 0.0941534 -0.000318101 -0.0237719 -0.0182277 -0.0215809 0.00588648 0.00656019 0.135246 -0.0520448 0.0330899 0.00530964 -0.0570129 0.0379704 0.00619691 0.0663274 3.14263e-05 0.00537926 -0.0469977 0.00788769 0.00626613 0.0596722 0.0943855 0.00518986 0.00568859 0.0448245 internal_weight=94416 82776 7707 57 7650 82 75069 862 829 805 7568 7481 72 87 50 7409 104 61 7305 98 62 7207 120 65 7087 140 111 6947 6924 196 internal_count=94416 82776 7707 57 7650 82 75069 862 829 805 7568 7481 72 87 50 7409 104 61 7305 98 62 7207 120 65 7087 140 111 6947 6924 196 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=31 num_cat=0 split_feature=11 11 15 16 0 12 12 0 0 15 7 15 7 10 4 0 0 15 0 15 4 0 16 8 7 8 16 0 13 15 split_gain=12.0918 41.932 65.0712 49.8973 54.6058 46.6996 93.4227 91.9071 42.7961 41.6685 40.3062 40.1613 106.775 39.5911 34.5293 29.1342 36.9182 28.8401 140.241 25.252 32.5963 34.6808 25.6235 24.9807 24.9299 35.8357 31.7083 45.9438 23.0404 47.5481 threshold=-0.72995783820149973 -0.62622159634501784 0.3127958898119278 0.041787447695328113 4.6585506865736699 0.58509432982625731 0.58346102500485919 2.0776592575581865 1.1451105966834505 0.67354607796251675 -0.034229339389701276 4.6153372974626601 -0.76885266473267966 -0.3068229880748895 2.7468271404786795 -0.39334265358124781 0.13190907865198134 3.5353796731623546 3.9931646150306155 -0.80918334127191061 0.65049868368389829 0.90214386449878992 0.0099337388579404853 0.38965349136143795 -1.076920510844251 -0.82074062143129323 0.01069648010741033 0.90214386449878992 -0.95576755966785976 0.026749763271197425 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 19 4 5 6 7 13 -5 -7 23 17 -13 15 -9 -4 -17 28 -19 -2 -21 -22 -23 -8 -15 -26 -27 -28 29 -1 right_child=1 -3 3 8 -6 9 10 14 -10 -11 -12 12 -14 24 -16 16 -18 18 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.0043453759596048932 0.094705831348896041 1.1824205310961954e-05 -0.10595533534884455 -0.015049691475711339 0.091555432068265011 -0.069638721680357341 0.031034854917476574 -0.30316360905056911 0.15496829133480788 -0.2713225572742522 -0.067374697902604294 -0.058512127140293947 0.24300596445488432 -0.18193098520455153 -0.13353329545685225 0.1212268927169067 -0.032562812236515255 -0.24559141237288717 0.070512995542958382 -0.0038341239562040782 -0.12876781452955172 -0.091022805571556092 0.058315387340607476 0.16955589665018994 0.038679790407419208 -0.1452842175764473 0.052296543783611732 -0.14003591809583746 0.0043086349249376408 -0.058870201516999968 leaf_weight=351 25 81343 20 57 23 21 30 21 20 20 23 23 24 23 28 27 37 25 32 2105 44 20 27 23 25 57 27 23 9712 180 leaf_count=351 25 81343 20 57 23 21 30 21 20 20 23 23 24 23 28 27 37 25 32 2105 44 20 27 23 25 57 27 23 9712 180 internal_value=1.44036e-11 -0.00039702 -0.0125968 -0.0449979 -0.0583306 -0.0668426 -0.0554461 -0.0814709 0.0291108 -0.168021 0.0431739 0.00322577 0.0954546 -0.0558922 -0.206232 -0.000604817 0.0323172 0.00280492 -0.0681293 -0.00522959 -0.00636728 -0.064964 -0.00523278 0.0911478 -0.0858544 -0.0691138 -0.0942993 -0.0361764 0.00319965 -0.0170836 internal_weight=94416 84069 2726 505 428 405 364 288 77 41 76 10347 47 239 49 84 64 10300 57 2221 2196 91 47 53 155 132 107 50 10243 531 internal_count=94416 84069 2726 505 428 405 364 288 77 41 76 10347 47 239 49 84 64 10300 57 2221 2196 91 47 53 155 132 107 50 10243 531 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=31 num_cat=0 split_feature=11 11 7 0 13 15 15 7 10 15 13 12 4 11 15 13 13 13 10 10 4 12 12 16 15 13 15 15 16 10 split_gain=12.0945 46.9469 60.2342 84.4072 42.6193 81.2688 74.4492 108.785 69.077 84.3422 140.82 83.4297 229.148 92.833 65.4564 172.734 269.764 93.3357 63.2036 74.2768 64.4263 72.5893 94.7864 175.651 269.154 114.971 98.3799 64.0838 153.13 117.915 threshold=-0.34609881530495645 -0.35343370109278843 1.3994710213603057 0.31438616796909186 -0.77597560351671679 3.5353796731623546 2.1621156136613506 -0.87154194676987029 -0.44175821550958799 5.9737900640389032 0.091394562513376493 0.030360153945020056 4.5219763331405263 -0.3883118314716632 4.6153372974626601 -0.43185043884611801 -0.54543862796590548 0.47685507411218192 -0.047356434908178681 -0.14505710154583284 2.9377916776006017 0.029488239341115639 0.030053141760546628 0.0088157159391104543 1.5226986416159061 -0.75715625857379332 2.5110576107184825 1.9053897050325386 0.015134226967406766 -0.18103339524433626 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 -1 -8 11 14 -11 12 -6 -13 18 16 -16 -17 19 20 27 -22 26 24 -24 -25 -23 -10 -29 -30 right_child=-2 2 -4 -5 8 -7 7 -9 9 10 -12 13 -14 -15 15 17 -18 -19 -20 -21 21 22 23 25 -26 -27 -28 28 29 -31 leaf_value=-0.0096443043216791167 -0.00099633279380566763 0.031297164442410798 -0.11119080444230983 0.18886843329159225 0.026859407570273733 0.16918054866790772 0.066524721698369829 -0.22033073246383517 -0.0019763226522586611 -0.24922453813693105 0.080130455855812355 0.0010263515325630601 0.35174854844808578 0.10397494673573722 0.15526711026827494 0.30571027503294101 -0.28950996840000154 0.033461207449436189 0.0031694914269857614 -0.02474595683669234 -0.17881213803040355 -0.051223756829276684 -0.11396840238257458 -0.022660616672400272 0.31379018947482112 -0.26042582595123437 0.17198154483086026 0.21114255231805146 -0.072767888875284667 0.1836278057288534 leaf_weight=2957 53194 199 23 41 1643 25 20 39 8004 34 21 3273 22 90 30 34 25 20 22513 1801 38 40 38 33 24 53 39 48 71 24 leaf_count=2957 53194 199 23 41 1643 25 20 39 8004 34 21 3273 22 90 30 34 25 20 22513 1801 38 40 38 33 24 53 39 48 71 24 internal_value=-2.82586e-12 0.0012857 0.0434006 0.0582156 0.00101527 -0.0103752 -0.0118636 -0.123092 0.00192879 0.000259964 -0.123471 0.0128452 0.0311522 0.00378144 0.000467218 0.0778315 -0.0469043 0.204877 0.000209542 -0.00631522 -0.00236921 -0.0508933 -0.0294796 -0.0766906 0.0516156 -0.16919 0.0589662 -0.000790855 0.0655622 -0.00799424 internal_weight=94416 41222 263 240 40959 3041 3016 59 37918 32890 55 5028 1665 3363 32835 109 55 54 32726 10213 8412 265 227 148 62 86 79 8147 143 95 internal_count=94416 41222 263 240 40959 3041 3016 59 37918 32890 55 5028 1665 3363 32835 109 55 54 32726 10213 8412 265 227 148 62 86 79 8147 143 95 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=31 num_cat=0 split_feature=16 15 7 7 10 8 10 15 12 12 10 7 8 11 8 8 10 12 7 7 4 4 15 12 8 12 12 12 15 0 split_gain=11.7842 50.7878 42.3247 48.8082 38.4081 33.5938 28.146 33.0223 47.8483 66.2459 52.6156 41.9448 37.0008 29.3957 67.7429 82.7334 37.3994 34.2538 91.5535 45.9768 27.1624 38.569 26.5275 25.9356 24.6294 23.6514 36.0719 24.7079 21.7746 21.759 threshold=0.081953157653749081 0.75628144396805252 2.3671200251722939 3.1333400526805613 2.1713247832459004 0.42020389484048287 1.2613786805617124 1.3122813055184348 0.021309434746745345 0.042726604735607222 -0.44183244955669954 0.45551954417228457 0.61258295992128908 -0.091323802837811024 -0.36215233928912954 -0.51357611741741194 -0.44451972206213847 0.21573411093003911 -0.46473440639176927 0.37652778875906107 1.0000000180025095e-35 -0.033823710996323496 0.97616131414377294 0.57477872042795231 -0.04624335214591381 0.49226612572889039 0.68590485071993224 0.039226665832610912 1.6100758957019139 -0.0092334213723029458 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 4 -4 6 20 7 8 -3 10 -10 -12 23 14 15 -9 -16 24 -19 -20 21 -2 -14 -11 -15 27 -27 -22 -26 -7 right_child=1 2 3 -5 -6 29 -8 13 9 12 11 -13 22 17 16 -17 -18 18 19 -21 25 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.00017311980086792954 0.036050523253600246 -0.085979835276802391 0.13479255510099006 -0.050446903929114342 -0.15083056497215122 0.013825608935645398 0.041515994788362431 -0.087067168764770039 0.15683334719550868 -0.10270347075609419 0.06544527744587797 -0.092175309956073759 0.086505204473029493 0.099025806343113934 -0.12315538645322835 -0.34073668971657756 0.0054106277995742864 0.070854501792096666 -0.25871496406059874 -0.062805148363113406 -0.0042789441403612251 0.17627258824015207 -0.037621252362926801 0.0082540196342522215 -0.098365085683763037 -0.16167076911777259 0.010584993938344622 0.04718852624056602 0.049197171516716487 -0.021962373428529747 leaf_weight=92202 181 75 33 25 27 255 52 36 39 77 52 25 33 27 35 20 64 28 23 25 244 22 36 29 20 20 31 151 20 509 leaf_count=92202 181 75 33 25 27 255 52 36 39 77 52 25 33 27 35 20 64 28 23 25 244 22 36 29 20 20 31 151 20 509 internal_value=4.72254e-12 -0.00720957 -0.0273258 0.054948 -0.0337482 0.00419388 -0.0293331 -0.0348815 -0.0147588 0.00359718 0.0622006 0.0142698 -0.0352485 -0.059596 -0.0897633 -0.177663 -0.040042 -0.0268973 -0.0728506 -0.156679 0.0209234 0.051247 0.0217436 -0.0723472 0.0252289 0.00712136 -0.0569663 0.015396 -0.024584 -0.0100174 internal_weight=94416 2214 801 58 743 1413 716 664 366 291 116 77 175 298 155 56 99 143 76 48 649 203 69 106 67 446 51 395 40 764 internal_count=94416 2214 801 58 743 1413 716 664 366 291 116 77 175 298 155 56 99 143 76 48 649 203 69 106 67 446 51 395 40 764 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=31 num_cat=0 split_feature=13 13 15 4 0 7 16 15 16 11 4 0 16 7 10 13 7 4 16 10 12 10 7 7 4 7 15 8 10 16 split_gain=11.4516 26.7015 25.0795 12.4099 97.2605 127.17 82.7129 77.1327 104.648 121.703 96.7676 76.9883 125.136 75.662 122.768 140.308 161.969 258.824 284.194 153.865 209.855 104.918 99.1773 105.054 119.684 109.002 82.8183 116.118 99.2691 82.4203 threshold=3.3552066711860875 3.4035992724678903 -0.35415851297295359 1.9408053655746684 1.5292198288923957 0.19879633907930813 0.0068417697626804198 1.6100758957019139 0.009191860974182205 -0.73275208040638773 2.5664086052792845 1.8699781503795962 0.009191860974182205 0.73594027588922806 1.8896907063775565 0.040313483382584663 2.8292217943396509 2.7468271404786795 0.013753715261396739 -0.43388940651576186 0.092523981057187274 0.32139748241618377 0.66089810824666573 0.50686418519087983 3.1920118449839001 0.40812449092435049 4.0010959904159478 0.63339266083913948 -0.54050434497739674 0.016119965731735426 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 11 5 -5 -6 -8 9 -9 -11 -1 -13 22 15 19 17 -17 21 26 -21 -19 23 25 -25 -10 27 -15 -28 -27 right_child=1 -3 -4 4 6 -7 7 8 13 10 -12 12 -14 14 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 29 28 -29 -30 -31 leaf_value=1.4813834116650535e-05 -0.0041502081006765364 -0.005209137466516512 0.12235328534706719 0.23152363304144297 0.030812367278097521 -0.042333766072988513 -0.034623367162684049 0.2521825282275677 -0.01729545236921123 0.17948989350544781 0.013478772107963312 0.16718863583561305 0.017880346751663573 0.083099967613816272 0.26327921535287585 0.28206835075592002 -0.26983203619718549 0.21375129471222559 -0.31205518576042618 0.39232905175950794 0.067206413110097257 -0.085133332014083865 -0.16202407823495416 -0.030180479399859905 0.22593020402096414 -0.21021184749328176 -0.088767076673961831 -0.22226197003866688 0.20112484880481607 0.02068610110066154 leaf_weight=89592 25 108 42 39 503 30 1099 25 1528 38 462 69 301 20 21 24 30 24 34 27 75 23 49 36 37 52 21 33 27 22 leaf_count=89592 25 108 42 39 503 30 1099 25 1528 38 462 69 301 20 21 24 30 24 34 27 75 23 49 36 37 52 21 33 27 22 internal_value=-1.68274e-11 0.0255571 0.0751505 -4.74581e-05 -0.00530911 0.112455 -0.00723922 -0.0124024 -0.00303859 0.0368617 0.0260956 0.00020281 0.0457243 -0.0130951 0.0286702 0.0140939 -0.0649128 -0.00636449 -0.0918261 0.0666354 0.153268 0.0674886 -0.0217921 -0.0176898 0.099629 -0.0230358 -0.0208553 -0.107031 0.0742971 -0.141567 internal_weight=94416 175 67 94241 4279 69 4210 3707 2608 525 500 89962 370 2083 359 338 135 105 81 203 102 47 1724 1675 73 1602 101 53 48 74 internal_count=94416 175 67 94241 4279 69 4210 3707 2608 525 500 89962 370 2083 359 338 135 105 81 203 102 47 1724 1675 73 1602 101 53 48 74 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=31 num_cat=0 split_feature=7 11 15 12 15 16 16 12 16 15 8 16 4 7 4 12 16 10 16 4 4 16 16 15 7 16 4 11 10 13 split_gain=11.698 31.0098 67.9666 195.134 55.8007 54.3262 353.97 184.098 66.1457 57.5449 45.8281 44.5576 42.263 61.6498 42.7466 41.8118 40.8287 29.0562 28.9039 26.7402 25.163 24.761 30.1523 52.5743 21.5844 45.7944 32.1153 29.1935 36.3572 33.3099 threshold=2.6514903446598983 -0.20289390230442592 5.9737900640389032 0.20563955030455505 4.0010959904159478 0.018441319517399281 0.014622978315309483 0.022979581030280204 0.0099337388579404853 1.0597440413455035 0.59553671353606308 -0.054805830526608292 -0.30738742586049633 3.1333400526805613 -0.41442423015370794 0.71498504483324965 0.0060763678093080503 3.8012928907816832 -0.0074244477207246785 2.395414070675852 -0.7048120848324293 -0.032806495281493687 -0.011690648152716024 0.59871733859742482 2.3947671395669219 0.097185291345263922 0.51420557878283113 2.7139456793234467 -0.6703842338037973 1.8076516093617634 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=24 5 4 -4 11 6 8 -7 9 12 -9 -3 14 18 21 17 -17 19 -14 -13 -11 -2 23 -23 -1 26 27 28 -26 -30 right_child=1 2 3 -5 -6 7 -8 10 -10 20 -12 15 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-4.0709230503437727e-05 0.10244853014924699 0.11520038613287563 0.3603747302577609 -0.057030256092548373 -0.10665176699036046 0.30297910918792093 -0.43079375922679902 0.075790331333875666 0.17483218195848169 -0.03546211838722229 -0.10370482407848945 0.007812267276318563 0.023334755226969719 -0.056992421299219137 -0.10335566967408708 0.040033107536534468 0.20204252657436192 0.10634489953517914 0.17119674904463 -0.081065015564007414 -0.18595029509067537 -0.15693743123008652 7.5684967864504907e-05 0.031964438080859296 0.033730679779799412 0.12046937809386493 -0.12243585625002462 0.065607545190514663 -0.047145642000164613 0.022230454802601822 leaf_weight=91583 21 44 21 24 38 24 20 25 20 20 33 1032 20 29 47 60 21 29 39 35 25 34 484 26 92 23 31 39 393 84 leaf_count=91583 21 44 21 24 38 24 20 25 20 20 33 1032 20 29 47 60 21 29 39 35 25 34 484 26 92 23 31 39 393 84 internal_value=-1.33557e-11 0.00725562 0.0170008 0.137759 0.0126846 -0.00740151 -0.0154919 0.0700488 -0.00463429 -0.00945218 -0.0263362 0.0163986 -0.00240554 0.062393 -0.011723 0.0127051 0.0820355 0.00758119 0.121074 0.00489689 -0.119067 -0.00410044 -0.00821354 -0.07508 -0.000170762 -0.0181627 -0.0231525 -0.0180904 -0.0238272 -0.0349285 internal_weight=94416 2171 1304 45 1259 867 785 82 765 745 58 1221 700 88 612 1177 81 1096 59 1067 45 565 544 60 92245 662 639 608 569 477 internal_count=94416 2171 1304 45 1259 867 785 82 765 745 58 1221 700 88 612 1177 81 1096 59 1067 45 565 544 60 92245 662 639 608 569 477 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=31 num_cat=0 split_feature=4 0 15 16 15 4 15 16 15 16 11 13 11 11 8 16 4 10 15 8 15 12 13 10 11 7 7 16 8 4 split_gain=11.4681 64.9328 82.8939 38.3671 49.4579 37.5993 48.3262 32.0797 49.8624 75.7736 63.4195 54.3848 58.5287 58.3169 85.9249 46.3352 41.9686 59.8485 62.6847 66.5277 45.7344 102.522 42.2018 49.9333 40.4065 48.2367 57.2736 53.5677 68.8491 53.0401 threshold=-0.32700637835456386 -0.41249770715597223 2.5110576107184825 0.00080079321964670561 1.6950513637288724 0.18122740265213824 1.7904346762920398 0.52146716312978247 0.29812573508479395 0.020578400337765802 3.5377980551254509 -0.66877254928827823 -0.72925927765027765 -0.27065427577296969 -0.46310153209733312 0.045490510837643112 -0.36617543208940045 -0.52829036975930654 1.1487340487878115 -0.51998359637069946 2.9381905080056581 0.39030123902159547 -0.47957092066567364 -0.13887587988967623 -0.45751922322488109 -1.1164163885508629 -0.20801120129879289 0.038351462526453592 0.49857235728607818 -0.48389594081173698 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 -1 6 -2 8 -5 -10 11 13 -13 15 -15 -11 17 18 -14 -20 22 -22 -19 -24 -25 -26 -27 -28 29 -29 right_child=1 -3 -4 7 -6 -7 -8 -9 9 10 -12 12 16 14 -16 -17 -18 20 19 -21 21 -23 23 24 25 26 27 28 -30 -31 leaf_value=0.0049857560995013915 -0.020615506838219836 -0.00049923492166294571 -0.21328504607081414 -0.0020039357964630163 -0.075326122237103332 -0.11074961013264127 0.12926666262474926 -0.076287183243977402 0.14771078211133895 0.13049738297704608 -0.11592081753270966 0.19688668969002637 -0.029578455764314407 -0.23362832989257118 -0.021924336614367896 -0.02550992717609761 -0.037376291579447496 0.16604853256916008 0.051362392210191302 0.2476248223382311 -0.24082648895680903 0.042992624597890043 -0.064015101839085015 -0.076666940438250702 -0.084226929714592794 0.16536936243781106 0.12888401018465129 0.19977848875619797 -0.072031502561211325 -0.022889332980848848 leaf_weight=18388 970 49745 23 24264 77 45 22 57 46 32 35 22 23 26 73 47 78 24 31 39 20 35 49 24 21 52 49 23 56 20 leaf_count=18388 970 49745 23 24264 77 45 22 57 46 32 35 22 23 26 73 47 78 24 31 39 20 35 49 24 21 52 49 23 56 20 internal_value=1.857e-13 -0.0010211 -0.0255118 0.00118954 0.00465085 -0.0213471 -0.0172915 -0.00135215 -0.0011819 0.0229949 0.0156304 0.021819 0.0369809 -0.0263925 -0.0775234 0.0376829 0.0305141 0.0418778 0.113648 0.160709 0.0239832 -0.0602143 0.0385457 0.0281373 0.0465678 0.0599507 0.0750894 0.0433694 0.00104398 0.0962121 internal_weight=94416 50805 1060 43611 18465 1037 992 25146 25089 825 779 744 566 178 99 79 544 466 93 70 373 55 318 294 245 221 200 148 99 43 internal_count=94416 50805 1060 43611 18465 1037 992 25146 25089 825 779 744 566 178 99 79 544 466 93 70 373 55 318 294 245 221 200 148 99 43 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=31 num_cat=0 split_feature=16 7 12 13 10 0 15 15 16 13 15 0 4 11 15 8 0 4 4 8 15 8 13 12 13 0 10 16 0 7 split_gain=11.5587 42.1558 49.6936 54.0259 52.1976 68.4733 147.702 73.4262 96.2787 66.1057 101.387 65.0896 61.8638 76.7149 98.7495 62.1956 56.4643 55.7046 54.9109 46.2649 45.4724 241.09 214.883 127.517 119.927 161.91 45.2641 84.0295 83.3085 48.5268 threshold=0.0039516663936978317 -0.82019730575127492 -4.3435319138606276 -0.86839202957571537 -0.82588724122487467 -0.45383229644879824 3.5353796731623546 -0.14201716447488963 0.0095796324183768673 -0.94871030531426326 2.9381905080056581 0.13291723936644054 1.6310051121617741 -0.098808380172333371 2.0266215951366271 -0.54678307986868158 0.11174586436279794 0.20189271146154239 -0.48340718828071771 -1.2569519072558419 4.0010959904159478 0.5178324098874868 -0.42983408045937621 0.022095385938997222 -0.049078405096301576 4.295612829368368 2.127148101809806 0.010298215047806753 2.4910051504864472 0.94131883996360899 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 20 3 -3 5 9 7 11 -9 18 -11 -7 13 14 16 19 -10 -16 -4 -15 -2 22 -22 -23 25 -25 29 -28 -29 -6 right_child=1 2 4 -5 26 6 -8 8 12 10 -12 -13 -14 15 17 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.00058566959351962421 -0.0078939871615194956 -0.0099835061202091843 0.097221298605203635 0.15567190024587843 0.0038860765717183728 -0.037999632007077982 0.21962292238518044 -0.20507636755704881 0.01218677188332816 -0.069919860906639084 -0.33385752392086121 0.18254582878435033 0.10757819275770869 0.040954628669553336 -0.093461873165021345 0.085950456754792307 -0.07773848500033069 -0.31943201757967477 -0.12508433484006673 -0.14416776012491297 0.0090803879499435428 0.19511830281643641 0.45726395790343705 -0.16931910003934589 -0.18638555298046189 0.20400771598976394 -0.16389745816588402 -0.022154962535558351 0.18695404291152956 0.019562590116814903 leaf_weight=73752 4663 35 25 45 12225 23 27 30 133 43 22 32 35 27 24 84 147 20 20 27 20 21 23 21 49 26 40 402 20 2355 leaf_count=73752 4663 35 25 45 12225 23 27 30 133 43 22 32 35 27 24 84 147 20 20 27 20 21 23 21 49 26 40 402 20 2355 internal_value=-1.6045e-11 0.00209032 0.00458255 0.0831977 0.00418352 -0.0221387 -0.00902318 -0.0196305 -0.0311051 -0.0947507 -0.159253 0.0903177 -0.0206039 -0.0303146 -0.0569088 0.0321238 -0.035024 -0.196176 -0.00158121 -0.0516066 -0.00609535 0.0463236 0.248806 -0.0280932 -0.0769208 0.0372021 0.0054417 -0.0253747 -0.0122446 0.00641819 internal_weight=94416 20664 15841 80 15761 719 609 582 527 110 65 55 497 462 324 138 280 44 45 54 4823 160 43 117 96 47 15042 462 422 14580 internal_count=94416 20664 15841 80 15761 719 609 582 527 110 65 55 497 462 324 138 280 44 45 54 4823 160 43 117 96 47 15042 462 422 14580 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=31 num_cat=0 split_feature=7 4 13 7 10 12 7 10 10 0 15 11 16 16 10 0 7 16 7 11 11 0 12 11 8 7 7 0 15 12 split_gain=12.5484 42.5521 127.204 69.5575 139.42 110.886 200.205 82.9272 69.2462 38.8461 36.2897 60.3307 62.0581 173.616 142.404 108.778 148.617 107.069 95.5539 111.011 121.23 114.931 131.529 161.118 92.5154 176.736 106.972 97.2188 90.9482 87.607 threshold=-0.13296903365623061 5.0933280419020077 -0.54543862796590548 -0.38574265097854571 -0.14505710154583284 0.028051422317780406 -0.92288658778846544 0.43586390859398561 -0.10187763080927045 5.7473642581895774 1.9053897050325386 3.5377980551254509 0.017796522407601441 0.012963555824462221 -0.047269828519882005 0.69647907874911852 -0.18431367467482579 0.061434070192064538 -0.66616338269548903 3.0597331521783855 -0.10180221110614235 3.0858199720173602 0.19722741644998465 -0.45612210212243681 0.63339266083913948 -0.51607904741036437 -0.45288564307978579 1.1027678466761655 3.2160438033827625 0.02091645915061929 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 10 8 4 -4 -6 -7 -8 9 -3 -1 12 13 -12 29 -14 17 18 19 20 21 22 23 -17 26 27 -16 -26 -29 -15 right_child=-2 2 3 -5 5 6 7 -9 -10 -11 11 -13 15 14 24 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00081552243430192944 -0.0011527728790070295 -0.17558720170591888 -0.2445731612975183 0.15371331000434502 -0.097319751341516769 0.26124788926620235 0.084977279674439202 -0.19605342007818677 -0.28350929270188013 -0.014218952655792236 0.033491535640856468 -0.075939102303236736 5.8068750475190198e-05 -0.2956710136455038 0.12501349563577346 0.10712995809735731 -0.15052575658147152 -0.086085711804957221 0.17591903947293761 0.28518616281449799 -0.088797547410313912 -0.11250700488686563 -0.036727298586629334 0.46894204966723924 0.026142920255661013 0.14841250470942921 -0.10710276557275883 -0.082267391979694376 -0.37100455065568294 -0.087189158171049663 leaf_weight=45095 47211 26 23 28 48 38 21 21 24 35 703 70 323 23 84 32 26 29 140 20 52 20 24 20 20 27 26 20 24 163 leaf_count=45095 47211 26 23 28 48 38 21 21 24 35 703 70 323 23 84 32 26 29 140 20 52 20 24 20 20 27 26 20 24 163 internal_value=1.61433e-11 0.00115292 -0.0388822 0.00895119 -0.0178921 0.0228396 0.0949353 -0.0555381 -0.139614 -0.0829989 0.00137808 0.0151205 0.0187096 0.00388008 -0.0499102 0.0422725 0.0798352 0.0976078 0.114904 0.0640575 0.0341752 0.100785 0.156915 0.246288 0.00844279 -0.0661479 0.0701497 -0.156666 -0.23976 -0.112969 internal_weight=94416 47205 264 179 151 128 80 42 85 61 46941 1846 1776 1090 387 686 363 337 308 168 148 96 76 52 201 91 110 64 44 186 internal_count=94416 47205 264 179 151 128 80 42 85 61 46941 1846 1776 1090 387 686 363 337 308 168 148 96 76 52 201 91 110 64 44 186 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=31 num_cat=0 split_feature=4 0 11 16 15 16 11 12 10 13 15 7 7 15 8 7 11 15 7 13 16 10 10 8 7 4 13 0 15 10 split_gain=11.8316 76.2238 104.664 69.6018 139.111 172.895 141.771 124.718 124.665 92.6323 89.3341 129.553 108.664 88.9683 104.061 72.4266 68.8339 64.6248 95.0778 162.444 99.1045 123.367 249.417 85.4234 104.404 114.75 82.0885 80.7115 168.195 80.4789 threshold=1.9408053655746684 1.5292198288923957 -0.0027064071970648094 0.0074499259215254588 0.89404477397611537 0.0060763678093080503 3.0341857948765485 0.02383921514680545 -0.44137962186931895 -0.64020747214276952 0.05454586227063199 0.58190635283344216 -0.33439800995995045 0.27156694369934714 0.63339266083913948 -0.026330163848378909 -0.47428467645421135 1.7904346762920398 -0.5911212150529267 -0.21374767334688108 0.0088157159391104543 0.32527992308011872 -0.0047201099496493081 -0.018128116429594509 0.96501636658757606 2.0776560742600538 -0.54073379173017466 2.3387728826031124 1.4454822406642041 -0.43384486608749478 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 -2 4 5 10 7 -6 15 -10 -3 12 16 14 -7 -9 -12 18 -5 23 21 22 -21 26 25 -25 29 28 -22 -20 right_child=1 3 -4 17 6 13 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00024408331334156344 0.21365814724484006 -0.005378941676047232 -0.033313389611430468 0.0072041393485121376 -0.046733449107374661 -0.060917186159092723 -0.14581458908319475 0.16477785117569424 -0.024167221936989915 0.14917121727959912 0.04482311951843175 0.34527067116328647 -0.060053980672681653 -0.033753824272485966 -0.33288227650336921 0.43067655824124818 0.29224156117998062 -0.0034216316649394425 0.069535593085213385 -0.13960992151183921 -0.06001435089569826 -0.010994023519257705 -0.56867088526487353 0.14183835066531017 0.13590331508053674 -0.092520712691833054 0.15149284482319306 -0.012934101688315963 -0.36978429298372556 -0.093695187419652937 leaf_weight=90131 37 112 32 389 44 34 25 21 44 103 22 21 37 213 24 20 23 2361 67 42 65 24 20 23 27 228 47 101 24 55 leaf_count=90131 37 112 32 389 44 34 25 21 44 103 22 21 37 213 24 20 23 2361 67 42 65 24 20 23 27 228 47 101 24 55 internal_value=-1.50345e-11 -0.00513407 0.0991206 -0.00684032 0.0209388 -0.0105268 0.0804417 0.104823 0.140293 0.0972876 0.0564368 0.123654 0.0668984 -0.0636529 -0.173454 0.294485 0.171281 -0.0127833 -0.0326599 -0.0541082 -0.114431 -0.203499 -0.278017 -0.0168618 -0.0509462 -0.0710456 0.039206 -0.0741163 -0.143548 -0.00405205 internal_weight=94416 4285 69 4216 743 486 257 232 188 147 215 103 82 271 58 41 45 3473 1112 723 276 86 62 447 278 251 169 190 89 122 internal_count=94416 4285 69 4216 743 486 257 232 188 147 215 103 82 271 58 41 45 3473 1112 723 276 86 62 447 278 251 169 190 89 122 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=31 num_cat=0 split_feature=11 11 13 4 0 0 0 0 16 0 11 11 15 16 16 0 0 8 0 10 7 4 7 7 15 16 15 11 7 4 split_gain=10.5389 31.8093 70.8581 52.1563 45.043 95.2656 79.5159 154.701 43.1236 121.881 42.8443 115.737 123.738 44.3633 71.8544 94.5077 82.1816 70.3627 73.9618 45.0707 52.8738 55.5307 51.9832 62.446 45.0335 136.447 161.591 116.057 102.611 65.4817 threshold=0.54785910153040918 0.23929492661916221 1.9074613495054822 0.41589746879466732 3.499165864945621 2.4910051504864472 1.9728105432544318 1.775211043220434 0.022199687359965463 -0.089886278529036759 0.14533853247979023 0.13710549741181544 1.7904346762920398 0.022199687359965463 0.016622551061375824 1.0241313109483501 0.23272515009789876 -1.6459338504618726 -0.092910760672414258 2.1200636992471251 -1.1519626784868138 0.47454777251697516 1.3244288537177431 -0.15666656028019757 1.3757378907037769 0.011770632586506163 2.7211774549633745 0.18515648389944972 -0.089523568178957763 1.3973125510812836 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 10 4 -4 5 6 7 8 -3 -10 11 -1 -13 14 24 16 -16 -15 -19 20 -20 22 23 -22 29 28 -27 -28 -26 -12 right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 13 12 -14 17 15 -17 -18 18 19 -21 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-7.828719428067002e-05 0.0032014014473302219 -0.012041219435927692 0.011990946489791184 0.10192428175608317 -0.12910961793626058 0.18508967086672784 -0.17692970047394435 0.20894806130278495 0.024870848586469624 -0.1118782680862668 0.009558790873368056 -0.032454911765265819 -0.23707757111518615 0.16210787953300909 -0.1408876248425053 -0.20181258866513097 0.062710727024400101 0.088247511753948737 0.14127284031775264 -0.10381609713885842 0.10166076719760896 -0.11061436957912521 0.16874461833919799 -0.090078263620777838 0.03951949908545143 0.14815140649676325 -0.30900302736655527 0.0086745635322902515 0.27041637858328149 -0.076500950129907375 leaf_weight=76754 9273 2960 460 75 34 24 30 31 113 154 3111 633 31 44 31 37 55 123 27 41 29 40 21 41 38 30 23 23 39 91 leaf_count=76754 9273 2960 460 75 34 24 30 31 113 154 3111 633 31 44 31 37 55 123 27 41 29 40 21 41 38 30 23 23 39 91 internal_value=6.24252e-13 -0.000348667 -0.00919319 0.0245984 -0.0145962 -0.0134207 -0.0148696 -0.0133774 -0.0155131 -0.0540032 7.3739e-05 -0.000437911 -0.0420081 0.0103784 0.00689341 -0.0681747 -0.0106794 0.0434948 0.0272869 -0.0103924 0.0138505 -0.0124121 0.0307537 -0.0106435 0.00964554 0.0626468 -0.0324081 -0.150164 0.156467 0.007113 internal_weight=94416 85143 3881 535 3346 3312 3288 3258 3227 267 81262 77418 664 3844 3478 123 86 366 322 199 158 131 91 70 3355 153 76 46 77 3202 internal_count=94416 85143 3881 535 3346 3312 3288 3258 3227 267 81262 77418 664 3844 3478 123 86 366 322 199 158 131 91 70 3355 153 76 46 77 3202 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=31 num_cat=0 split_feature=16 15 11 8 12 0 15 11 7 8 10 16 10 12 10 10 10 8 15 4 4 13 0 11 11 7 15 11 10 16 split_gain=10.5981 55.3673 57.1384 68.5044 79.4468 66.9485 136.043 84.3837 61.0885 58.7668 67.5797 57.2959 54.8156 52.31 50.5913 39.8457 57.2161 37.8843 34.6249 31.8884 36.7268 40.3531 32.504 52.6636 29.6076 39.8592 35.5138 26.6414 27.7136 35.6214 threshold=0.050158708888668559 1.1487340487878115 0.074833813988588044 -1.0668042877685064 0.20563955030455505 -0.47399551073798168 2.5110576107184825 0.2026703948622324 0.37652778875906107 -0.37632064705168439 -0.045632967781071745 0.069530794106582985 -0.74312617656842372 0.49116088186478585 0.45286474261665338 -0.028112495428622947 -0.0011519267518196677 -0.21205681969287846 1.6100758957019139 -0.17067441968170813 -0.54205749200302533 -0.68591159557558345 0.41419407870054997 -0.39070689621871058 -0.10030529563923794 -0.41338976537317401 1.6950513637288724 -0.90948789986557887 0.32527992308011872 0.055130992486240128 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 27 9 -4 11 6 -6 -7 12 10 -3 -5 -9 15 18 19 -17 -14 -15 20 -11 -22 23 -21 25 -24 -27 -2 -29 -30 right_child=1 2 3 4 5 7 -8 8 -10 13 -12 -13 17 14 -16 16 -18 -19 -20 22 21 -23 24 -25 -26 26 -28 28 29 -31 leaf_value=0.00021366774956981397 -0.086503036495517285 -0.062822899501090934 0.13801252692937852 -0.24318822595206174 -0.0088985605703459838 0.16111642606556417 0.2784265544668485 0.020886556444068751 0.057651471199565811 0.02425641790032387 -0.21513048227171638 -0.034847120872952719 -0.24245172993590436 -0.081469520621679059 0.014602351318234983 0.19458898488770834 -0.0090555775205831274 -0.086262067898430606 -0.26098722907758892 -0.057328058294951911 -0.058261804400305997 -0.23374901216477159 -0.11346583857455038 0.15216266309221588 -0.12215731334514345 -0.041192142880306794 0.11728574431411201 0.0072437906916244122 -0.097829848162683794 -0.0097255990431007553 leaf_weight=90726 34 137 35 22 45 22 26 30 38 26 37 33 24 22 23 22 37 44 21 20 38 20 22 30 26 26 31 2290 51 458 leaf_count=90726 34 137 35 22 45 22 26 30 38 26 37 33 24 22 23 22 37 44 21 20 38 20 22 30 26 26 31 2290 51 458 internal_value=-2.15438e-12 -0.00525345 -0.0275248 0.00600796 -0.0102602 0.0156602 0.0963191 -0.0205852 -0.0499781 -0.0474076 -0.0952101 -0.118184 -0.091712 -0.0245569 -0.105109 -0.0067165 0.0668797 -0.141388 -0.169141 -0.0248846 -0.0745031 -0.118775 0.00200544 0.0683664 -0.029595 0.000868531 0.0449976 0.00148377 0.00255257 -0.0185533 internal_weight=94416 3690 857 319 284 229 71 158 136 538 174 55 98 364 66 298 59 68 43 239 84 58 155 50 105 79 57 2833 2799 509 internal_count=94416 3690 857 319 284 229 71 158 136 538 174 55 98 364 66 298 59 68 43 239 84 58 155 50 105 79 57 2833 2799 509 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=31 num_cat=0 split_feature=16 15 16 15 0 10 7 4 15 4 8 4 16 16 10 8 8 0 4 15 0 15 10 15 7 7 11 15 4 7 split_gain=10.863 42.312 45.645 54.4393 61.011 43.1076 41.5861 42.7278 41.4622 60.9731 80.7768 56.927 145.698 80.6672 90.2278 81.2296 173.592 134.364 110.279 161.392 89.1319 88.2302 122.996 74.4849 189.829 133.512 80.2952 91.759 81.1921 83.4089 threshold=0.0039516663936978317 0.51311205900321932 -0.015085353486097941 0.27156694369934714 -0.41653035001380884 -0.5138468986596324 3.3150210901309749 -0.63980799820687151 -0.093816627220967494 1.3357297321728603 0.36297722313550701 1.0239744686358894 0.0095796324183768673 0.017796522407601441 -0.84144174856298537 0.59476188420529852 0.41489078956348852 -0.67562765362981636 -0.74635604996906391 1.7904346762920398 -0.63530122505144926 1.6100758957019139 0.43186269345467193 3.5353796731623546 0.63325099385203742 1.0000000180025095e-35 -0.54344217102519909 1.0597440413455035 0.45499767127620588 -0.25935584231738806 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 -5 -6 -3 -8 9 -2 -11 12 -10 14 -14 16 17 18 -15 -20 -19 -18 -23 26 25 -25 27 -16 29 -28 right_child=8 6 3 4 5 -7 7 -9 11 10 -12 -13 13 15 23 -17 21 20 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.0076713000483369723 -0.013093021684097917 -0.01422860445277627 -0.00047098084201765901 0.0039918005674703166 -0.0030894441366909405 -0.056706660152031879 0.0033753110491853999 0.10956829366170698 0.12898788087815047 0.10409154857526411 -0.022193686103390665 -0.0024911196261491737 -0.084598200390736275 -0.01772498586931481 0.045643024243624278 0.015494828972038036 -0.036491649701693933 -0.16837678769182773 0.051925607912597205 0.44885059081017975 0.0019238372174005551 -0.21961763875174617 0.026393950146933399 0.10815067084299193 -0.073135684591692854 0.40432351069707101 0.0013968620605065848 0.1938115217937873 0.00110421669861059 0.071042372664058967 leaf_weight=6912 2682 3162 62247 535 214 501 127 54 100 106 97 7908 75 26 213 2881 689 31 21 20 3564 63 30 45 37 23 287 52 1285 429 leaf_count=6912 2682 3162 62247 535 214 501 127 54 100 106 97 7908 75 26 213 2881 689 31 21 20 3564 63 30 45 37 23 287 52 1285 429 internal_value=1.55058e-11 -0.00056777 -4.58561e-05 -0.000885911 -0.0215485 -0.040659 -0.0115601 0.0350572 0.00202643 -0.00909344 0.0437484 0.00383085 0.00889561 0.00766654 0.0233902 0.00241601 -0.00606286 0.00307031 0.143382 0.245548 0.00045532 -0.0488323 -0.140259 0.0268061 0.109145 0.208327 0.0229908 0.0747176 0.0161404 0.0431258 internal_weight=94416 73752 70409 63497 1250 715 3343 181 20664 2885 203 17779 9871 9771 2446 7325 4444 3662 67 41 3595 782 93 2371 105 68 2266 265 2001 716 internal_count=94416 73752 70409 63497 1250 715 3343 181 20664 2885 203 17779 9871 9771 2446 7325 4444 3662 67 41 3595 782 93 2371 105 68 2266 265 2001 716 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=31 num_cat=0 split_feature=7 15 11 12 7 12 12 7 7 15 11 11 11 13 16 11 13 7 10 10 7 16 11 7 15 15 13 10 0 11 split_gain=10.8143 71.7656 350.681 353.839 291.038 252.891 214.339 220.093 80.296 78.9222 180.709 87.4766 122.491 95.6929 149.45 197.669 97.6439 93.0837 89.9298 78.6659 76.7558 111.224 198.431 149.832 100.499 67.9909 199.678 235.937 226.884 223.298 threshold=0.21064510239129172 5.9737900640389032 -0.39070689621871058 0.16887177109202425 2.1380439344739455 0.022119946913754775 0.50155017418736492 0.87417584786236902 2.9042639619822137 3.5353796731623546 3.5276190299505013 -0.72925927765027765 -0.47952388058837664 1.3294386119728354 0.011770632586506163 0.49486829400198978 -0.66137923520355824 1.1940924572859244 0.37747388160426271 0.45286474261665338 0.45551954417228457 0.013340596364116662 -0.3919044285922344 0.81098244353179028 4.6153372974626601 5.9737900640389032 -0.54543862796590548 0.24998061739249902 4.6585506865736699 -0.098808380172333371 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=25 9 -3 5 6 -4 7 -5 -6 -2 11 -11 -13 14 15 16 -14 19 -19 -15 -16 -22 -23 -24 -25 -1 29 28 -28 -27 right_child=1 2 3 4 8 -7 -8 -9 -10 10 -12 12 13 17 20 -17 -18 18 -20 -21 21 22 23 24 -26 26 27 -29 -30 -31 leaf_value=0.00094479594144534877 -0.0012734586491193751 -0.23219633416997063 0.085912128857203895 0.27202437622916131 -0.32171970516443255 0.49450983206431076 0.3737120637526879 -0.14726526256530517 -0.069203452064710499 -0.24942662528027659 0.21188192344628851 0.18619047999382021 -0.042318428556124374 0.27971602514386179 -0.26514094851678238 -0.24981467780612765 0.20639860920215908 -0.17850088079770407 0.075595521812255567 0.0026006708542505902 -0.32220193715322587 0.18518578975150984 0.03401233181357384 -0.14215839820293089 -0.40896678701043127 -0.051750582882336207 0.2784416504988545 -0.22880298103447314 -0.10944999739527704 -0.4892415767908096 leaf_weight=61163 32445 36 28 21 20 33 26 31 34 23 26 21 27 20 40 21 38 30 26 21 21 24 35 48 20 28 38 27 25 20 leaf_count=61163 32445 36 28 21 20 33 26 31 34 23 26 21 27 20 40 21 38 30 26 21 21 24 35 48 20 28 38 27 25 20 internal_value=3.80908e-11 -0.00145612 0.0543309 0.107776 0.015731 0.306957 0.13928 0.0220632 -0.162728 -0.00184459 -0.0438639 -0.0598865 -0.0487655 -0.0620649 -0.0922828 0.0169121 0.103085 0.0232927 -0.0605276 0.137779 -0.142234 -0.109015 -0.0737642 -0.134102 -0.220631 0.000786603 -0.0693261 0.0185206 0.124516 -0.234038 internal_weight=94416 33115 229 193 132 61 78 52 54 32886 441 415 392 371 274 86 65 97 56 41 188 148 127 103 68 61301 138 90 63 48 internal_count=94416 33115 229 193 132 61 78 52 54 32886 441 415 392 371 274 86 65 97 56 41 188 148 127 103 68 61301 138 90 63 48 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=31 num_cat=0 split_feature=13 13 0 0 7 15 0 4 15 15 8 15 0 4 7 8 7 15 16 4 10 16 16 7 4 16 10 0 4 8 split_gain=10.3941 76.3851 137.375 48.8546 73.5592 86.1368 51.5879 49.4549 48.9344 98.6901 79.2927 44.8496 67.1224 47.5012 55.444 52.7519 60.2342 43.1659 119.685 134.063 141.035 74.3359 94.0544 63.6566 59.4433 74.2896 104.952 83.9667 74.9016 63.7462 threshold=-0.91947310870650767 -0.86839202957571537 3.3076153291983785 0.69647907874911852 0.73988986365988907 -0.16190444531218864 4.295612829368368 0.59240598374590803 2.7211774549633745 1.3757378907037769 -1.3968815772906085 0.073529261394192649 2.4910051504864472 -0.091847559681015531 0.53056171181484701 -0.25699693011391744 -0.56742368842895974 2.7211774549633745 0.0095796324183768673 4.0962728786227762 -0.50582219816687191 0.012153839019975366 0.018441319517399281 0.021064889399555201 1.9408053655746684 0.0079930544183343718 -0.5138468986596324 3.9931646150306155 2.2316131215311112 0.63339266083913948 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 11 7 17 -6 8 -1 9 10 -7 -2 13 -13 15 16 -15 24 -19 20 21 -20 -23 -21 -5 27 -27 -26 -28 -30 right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 23 -22 22 -24 -25 25 26 28 -29 29 -31 leaf_value=0.0015683522067528979 -0.0071707679593070216 6.2042851823201751e-05 -0.22228450332627153 0.01513889073999421 0.26496054612100128 -0.14693830853700637 0.20064836189682997 -0.038989861105933402 -0.080159617191360846 0.17609827049514826 0.045704218565302643 -0.0031314478899608523 0.10895874580767538 0.049570420176483866 -0.0059277815803101194 -0.13387475516045227 -0.10779555082055076 0.22115980785559206 0.029066112517349182 -0.031999902592764966 -0.082778536489135357 0.34773417892200609 0.071432100642811178 -0.25450980216264724 0.10082190661070248 -0.016157007392030211 -0.018407394923269749 -0.090719592450438327 -0.12177043349282551 -0.35810453796386721 leaf_weight=11117 1395 79626 33 655 20 25 21 309 31 51 147 149 28 43 95 147 56 34 31 36 38 28 22 20 60 96 20 37 21 25 leaf_count=11117 1395 79626 33 655 20 25 21 309 31 51 147 149 28 43 95 147 56 34 31 36 38 28 22 20 60 96 20 37 21 25 internal_value=-1.77594e-11 -0.000416342 -0.0199908 0.00264418 0.0201512 0.0645897 0.0500172 0.000471513 0.0375635 0.0539286 0.0177039 -0.0165012 -0.0416284 -0.0502333 -0.0708145 -0.0958724 -0.0394447 0.00847767 0.0494774 0.0161219 0.0761641 0.15073 0.226161 -0.111468 -0.000897539 -0.041453 -0.0828951 0.0277597 -0.179969 -0.250213 internal_weight=94416 81572 1946 12844 1418 295 275 11426 254 223 172 1913 518 490 341 246 99 1123 209 175 119 81 50 56 914 259 162 97 66 46 internal_count=94416 81572 1946 12844 1418 295 275 11426 254 223 172 1913 518 490 341 246 99 1123 209 175 119 81 50 56 914 259 162 97 66 46 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=31 num_cat=0 split_feature=11 0 7 7 8 7 0 16 15 10 11 7 15 12 4 10 7 11 7 11 8 7 10 16 15 11 0 10 7 15 split_gain=10.1196 45.6535 124.761 392.61 149.899 140.992 60.4953 146.174 167.201 124.552 113.518 104.405 81.2662 102.159 59.5343 126.175 113.723 129.851 109.247 148.14 100.116 75.8158 83.1869 77.8805 120.739 65.6264 64.4038 73.0767 61.9448 142.621 threshold=-0.39040751312532962 6.9470755083959936 0.50686418519087983 0.87417584786236902 0.63339266083913948 1.7351859818665054 4.6585506865736699 0.0099337388579404853 4.6153372974626601 -0.52302965028733339 0.19039568803361537 -0.33439800995995045 3.2160438033827625 0.026626885781823827 3.1920118449839001 0.32527992308011872 -0.23565831569342113 -0.10210159419952329 -0.073725217096312953 -0.093419484491477314 -0.76993394708016116 -0.33439800995995045 -0.11850605736226169 0.013340596364116662 1.5226986416159061 0.086659446177133712 3.3076153291983785 -0.51433684337056873 0.66089810824666573 2.9381905080056581 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 -4 -3 -5 14 8 10 -9 12 -11 13 -8 -2 16 21 20 -19 -20 -18 22 23 24 -16 -17 -26 -28 29 -21 right_child=1 2 3 5 -6 -7 7 9 -10 11 -12 -13 -14 -15 15 25 17 18 19 28 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.0012042190735748017 -0.0011657798652499908 -0.25741935113201969 0.51696261629462248 -0.077556985829557695 0.096321753621101389 0.2375140702724457 -0.032757889784195207 -0.15820573085830325 -0.37013993518693106 -0.050567827276561575 0.15303117675706746 0.2133898853042791 0.064378263509791839 -0.23979368661172115 -0.067608444299548862 -0.22926046756051838 -0.09069117426872253 -0.20360230000858959 -0.20852569909445171 -0.0012898310701897804 0.16260450360640674 0.24863045093483263 0.18718106109156926 -0.091621803623788509 0.018640226320080135 -0.030630191038362682 0.33634317540205444 0.091641501240108336 -0.035114419138280013 0.29059896709827276 leaf_weight=40126 53294 23 20 49 25 20 44 21 21 23 20 43 23 52 36 21 20 33 29 47 71 31 53 34 23 80 26 23 59 26 leaf_count=40126 53294 23 20 49 25 20 44 21 21 23 20 43 23 52 36 21 20 33 29 47 71 31 53 34 23 80 26 23 59 26 internal_value=9.91604e-12 -0.000890044 0.0567638 0.126845 -0.0731792 0.013768 -0.0010359 -0.0504123 -0.107139 0.0539125 -0.067405 0.121405 -0.104453 -0.144902 -0.000809655 0.0302023 0.0503888 0.00837956 -0.0378501 -0.00387606 0.106935 0.103365 0.0802716 0.0403687 0.0819213 -0.0719296 0.156686 0.221483 0.0410849 0.102671 internal_weight=94416 54290 137 89 48 69 54153 247 160 87 139 66 119 96 53906 612 511 285 194 161 91 226 195 142 108 101 72 49 132 73 internal_count=94416 54290 137 89 48 69 54153 247 160 87 139 66 119 96 53906 612 511 285 194 161 91 226 195 142 108 101 72 49 132 73 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=31 num_cat=0 split_feature=4 16 0 16 16 15 7 7 7 15 16 15 10 0 0 16 11 10 12 10 8 15 12 15 4 13 0 4 13 12 split_gain=10.3771 47.6383 38.4569 44.313 35.5931 69.353 49.9398 77.4674 49.4271 70.8167 47.8907 67.8731 57.695 54.169 48.2364 49.5123 59.5081 76.3322 74.3757 46.1847 45.9572 53.9184 43.8802 57.5582 41.9433 61.7036 52.9101 73.9966 50.4788 40.9407 threshold=-0.22918702089741941 -0.0028648403323877519 -0.57682790361281733 0.015134226967406766 0.00047513204651050055 -0.43024160313138288 3.3624161433789088 3.2123318080937846 3.1096425260565943 2.3378411815249689 -0.0079775071683142722 0.45893627506774687 2.1232508143364486 1.1451105966834505 -0.15239224282550548 -0.054805830526608292 -0.17245662114403473 -1.9530780455469501 0.022095385938997222 -0.52948430068368435 0.26745183690940216 0.97616131414377294 0.012737654556248415 -0.017289499556934023 0.59240598374590803 -0.35086004364532281 0.39503902512582567 0.26005426265283094 -0.47486608442994277 0.021432239620534508 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 3 -2 5 -4 7 8 -6 -10 11 13 14 -7 19 24 20 -18 29 -13 21 -17 -12 -24 26 28 27 -16 -26 -19 right_child=2 -3 4 -5 6 10 -8 -9 9 -11 22 12 -14 -15 15 16 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0067985185360115831 -0.00030855507804797245 -0.00061132733870493405 0.0090951829772768882 -0.12054809739427835 0.002035738771372116 0.0019448208138348893 -0.14868833774870091 0.15752772064879539 0.017252192654731598 -0.24274356864392757 0.013224563744983235 -0.18322019335524789 0.090023122859808305 0.12844924203613226 0.034212105508828375 -0.069482786476085481 0.14314751060623113 -0.047732139370598642 0.011355921021136335 -0.047391192218075036 -0.02840731823299494 -0.22297811823395583 -0.011164823842246263 -0.038402889429020703 -0.0039153599425496418 -0.071056442986513285 0.10285571093033803 -0.094081052060105974 0.14474519708981881 -0.18243873248497644 leaf_weight=10968 65 41526 3413 58 20888 7597 22 32 22 20 619 29 48 34 228 191 33 91 309 183 324 26 6288 885 188 141 76 56 26 30 leaf_count=10968 65 41526 3413 58 20888 7597 22 32 22 20 619 29 48 34 228 191 33 91 309 183 324 26 6288 885 188 141 76 56 26 30 internal_value=-2.03862e-11 0.000936872 -0.00117314 -0.0570069 -0.00100884 -0.00393876 0.00189749 0.00205553 0.00181783 -0.106555 -0.00649506 -0.0017713 -0.018274 0.00250846 -0.020966 -0.0154156 -0.0297376 -0.00342104 -0.0146693 -0.0659716 -0.0522599 -0.0878739 -0.012321 -0.0145254 0.00469536 -0.0196948 0.0287468 0.00891486 0.0141462 -0.0811305 internal_weight=94416 52494 41922 123 41799 20815 20984 20962 20930 42 17402 9610 1979 7631 1931 1719 1004 463 430 212 541 217 7792 7173 715 355 360 284 214 121 internal_count=94416 52494 41922 123 41799 20815 20984 20962 20930 42 17402 9610 1979 7631 1931 1719 1004 463 430 212 541 217 7792 7173 715 355 360 284 214 121 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=31 num_cat=0 split_feature=16 15 10 4 0 11 0 8 4 0 7 15 4 15 4 10 8 7 8 13 4 4 4 12 8 0 10 16 10 7 split_gain=10.2394 39.3709 33.5295 32.7174 95.8917 49.8061 36.6497 49.9276 35.6799 42.125 86.4672 40.2942 30.134 32.112 42.6935 30.0411 28.3252 26.2446 26.8653 22.8213 22.3614 31.1485 21.3667 26.0926 22.8158 21.778 21.2557 32.2791 30.1782 19.4808 threshold=0.081953157653749081 0.75628144396805252 2.3412650755960587 0.54395063192170612 0.19239872151953177 -0.045817572643914208 1.2479429895582863 0.27918498820437804 0.12257709892983054 -0.049559849950669858 -0.28700295671201631 2.9381905080056581 -0.50344604205250609 2.3378411815249689 -0.63925039442255416 -0.37536328377300099 0.42020389484048287 0.24224180455658115 -0.50029333997403935 -0.50779993808005863 1.0000000180025095e-35 -0.033823710996323496 0.45499767127620588 0.49116088186478585 -0.3103494640322883 0.81745836448421938 -0.028701418869041404 0.1225967522113595 -0.18080821863476448 -0.7175080237140844 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 16 3 4 8 -6 7 17 9 11 -11 12 13 14 -3 -12 20 18 -5 -9 21 29 23 -22 -24 -26 27 -8 -29 -2 right_child=1 2 -4 6 5 -7 26 19 -10 10 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00016137384878431657 0.094133210517466079 -0.075216000048547171 -0.13613402094141258 -0.022616751678287986 0.035071247729768114 0.2099841989852764 -0.12669681703455041 -0.070987019031308593 -0.13900688743591311 -0.099152840877121146 0.23432888668961824 -0.13275010979131741 -0.036644218314516669 0.14325061865150929 0.084882169090692072 0.061005297228693967 -0.0097295875159757825 -0.22828122478723528 -0.1827545686066151 0.050807246983051307 -5.8179412921677983e-05 0.15855166238139978 0.0040347701506847043 -0.093044669799772772 0.10901187094596197 -0.011319105220692498 0.042952377114283007 0.065204019995871929 -0.091383980549871929 0.015064775732392116 leaf_weight=92202 40 36 26 22 41 27 29 40 25 22 20 34 240 20 31 20 764 25 20 25 219 22 118 35 53 21 46 32 20 141 leaf_count=92202 40 36 26 22 41 27 29 40 25 22 20 34 240 20 31 20 764 25 20 25 219 22 118 35 53 21 46 32 20 141 internal_value=-1.86593e-11 -0.00672041 -0.0244319 -0.0206844 -0.00612769 0.104522 -0.0496855 -0.0865833 -0.0229227 -0.016062 0.0600858 -0.02914 -0.0183671 0.0320527 -0.00114073 0.147667 0.00331983 -0.14716 -0.0988729 -0.0241431 0.0186815 0.0461951 0.00615858 -0.0128713 0.0313335 0.0748639 -0.011335 -0.0421649 0.00497787 0.0325385 internal_weight=94416 2214 801 775 516 68 259 132 448 423 62 361 327 87 67 40 1413 67 42 65 649 203 446 254 192 74 127 81 52 181 internal_count=94416 2214 801 775 516 68 259 132 448 423 62 361 327 87 67 40 1413 67 42 65 649 203 446 254 192 74 127 81 52 181 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=31 num_cat=0 split_feature=11 11 0 15 8 8 15 8 8 15 7 7 0 15 0 11 7 15 11 15 7 15 8 15 10 0 4 11 13 15 split_gain=9.85447 27.5414 28.3138 27.3829 26.2575 65.6114 41.2512 23.3157 51.7513 68.2191 41.0782 28.859 22.8896 21.7587 20.6372 15.1593 16.4886 14.679 14.5432 47.0245 137.077 123.642 128.218 118.082 41.0314 27.1355 90.3023 57.8207 57.0831 79.2555 threshold=3.5955789921479648 3.5836036684127293 0.69647907874911852 2.7211774549633745 -0.57372962374906955 -0.66267540644499789 1.6100758957019139 -0.50029333997403935 0.094775589747939024 1.1487340487878115 0.53056171181484701 0.13165334697806816 -0.17356361782914811 0.57662158818994047 -0.0092334213723029145 3.5940820766810604 -0.026330163848378909 0.25840548673097435 0.54785910153040918 5.9737900640389032 0.87417584786236902 4.0010959904159478 -0.54678307986868158 3.5353796731623546 -0.13887587988967623 0.25490468581600062 0.2790467601092827 0.57989309252216537 -0.68355917745771799 1.7904346762920398 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 18 4 -4 5 15 12 -2 10 11 -9 13 -6 -10 -14 16 -3 -16 -1 21 -21 23 -23 25 -24 26 -20 -27 29 -29 right_child=7 2 3 -5 6 -7 -8 8 9 -11 -12 -13 14 -15 17 -17 -18 -19 19 20 -22 22 24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0003277167451928261 -0.024057599186025892 -0.035902832771119268 -0.14072129597535005 0.002248252786341168 0.0040310915981671804 -0.19934588217735291 0.094630824476480482 0.18644372786888308 0.047357177038887338 -0.12291680743748493 0.015570257805908719 -0.0072833233945946239 -0.12398067747863631 0.16731044933199885 0.021544794241587322 -0.065747573805620546 0.074688839690329939 -0.0825243223944436 0.0028365497572917231 0.22119442077560558 -0.060968045529090999 -0.24928998971978822 0.082190231502056121 0.17825164569494054 -0.089997051235954029 0.059829177795723082 -0.07589766084397799 0.020646299172892322 -0.0040250839807635871 0.1533629098374929 leaf_weight=85143 101 28 37 21 214 25 40 34 62 33 24 82 30 20 33 37 26 23 6519 36 33 39 25 39 31 250 149 229 997 56 leaf_count=85143 101 28 37 21 214 25 40 34 62 33 24 82 30 20 33 37 26 23 6519 36 33 39 25 39 31 250 149 229 997 56 internal_value=2.14997e-11 -6.28516e-05 -0.0231474 -0.0889565 -0.014777 -0.0558593 -0.000760632 0.0166062 0.0327123 0.00826836 0.115737 0.0346654 -0.0134795 0.0766141 -0.0570523 -0.0164399 0.017345 -0.0211979 6.39893e-05 0.00403293 0.0862472 0.00335225 -0.110079 0.00466017 -0.0131277 0.00383455 0.00107719 0.0158359 0.00725688 0.0467239 internal_weight=94416 94060 514 58 456 116 340 356 255 197 58 164 300 82 86 91 54 56 93546 8403 69 8334 95 8239 56 8200 6668 1532 1282 285 internal_count=94416 94060 514 58 456 116 340 356 255 197 58 164 300 82 86 91 54 56 93546 8403 69 8334 95 8239 56 8200 6668 1532 1282 285 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=31 num_cat=0 split_feature=12 15 13 13 0 10 0 0 0 15 11 12 0 0 4 16 4 13 15 0 13 16 4 15 4 0 8 15 10 15 split_gain=9.51127 12.0953 9.979 40.9559 75.8762 142.783 97.8624 66.9992 113.847 142.661 86.6432 98.9837 82.9134 72.4834 151.049 57.8634 88.9198 55.9703 54.6835 75.172 82.1732 70.1747 50.9813 49.1737 108.951 156.25 94.597 72.0243 66.0637 45.7556 threshold=1.1806120042929369 -0.093816627220967494 0.49903501636634173 1.1244421759874201 4.295612829368368 0.46989155855581027 3.9931646150306155 1.4677220253103862 1.1451105966834505 2.7211774549633745 -0.80889518048959663 -0.012179454335609916 0.25490468581600062 2.3387728826031124 2.5664086052792845 0.011425953847343134 3.4511195376773909 1.6846537477705146 2.0266215951366271 0.93843765021932013 0.91339666484177962 0.022199687359965463 1.9408053655746684 1.102411241087039 -0.072786210971265447 -0.51633826074526679 0.47134264080491795 0.85663071366741561 0.08554972857213701 0.62268377365210192 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 -1 7 6 -6 -5 8 12 -10 -9 -12 23 22 -15 16 -16 -7 19 20 -14 -20 -13 27 25 -25 28 -4 -27 -21 right_child=1 -3 3 4 5 17 -8 10 9 -11 11 13 18 14 15 -17 -18 -19 21 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.00053562187446243856 0.0077142902291738071 0.10336470395326613 -0.0054550718709951533 -8.1014870803232793e-05 0.26078481376171114 0.1137186485528946 -0.1942312804552225 -0.24379363786429167 0.02999184182630607 0.30965854662160081 -0.21744369606354408 -0.019855038300156596 -0.015671744162428263 0.26407532342102219 0.20260430349037054 -0.13947653546929359 -0.064613352761124121 -0.10699576277423789 -0.04138715286497717 -0.030458264291286469 -0.10977733552527542 -0.28198693076317966 -0.19230525401731335 0.21762075598041217 0.18337801177139312 0.095952081055410449 -0.22984115637731384 -0.12427456134643694 -0.13716311177238824 0.15137158209277737 leaf_weight=72734 39 20 2695 17809 32 20 26 24 76 24 28 40 229 23 20 29 33 27 27 25 156 22 30 24 44 31 26 52 20 31 leaf_count=72734 39 20 2695 17809 32 20 26 24 76 24 28 40 229 23 20 29 33 27 27 25 156 22 30 24 44 31 26 52 20 31 internal_value=6.99077e-12 0.0401382 -2.50978e-05 -0.00191121 6.90965e-05 0.0978557 -0.000364049 -0.0114758 -0.00804417 0.0971119 -0.0641149 -0.042872 -0.0111535 -0.0149406 0.0376072 -0.0259143 0.0362235 -0.0130747 -0.0491922 -0.0380568 -0.0538028 -0.149412 -0.0937623 -0.00470843 0.0520477 -0.00516554 -0.0746054 -0.00770429 0.00453436 0.0701975 internal_weight=94416 59 94357 21623 17914 79 17835 3709 3482 100 227 203 3382 175 105 82 53 47 490 441 385 49 70 2892 145 101 77 2747 51 56 internal_count=94416 59 94357 21623 17914 79 17835 3709 3482 100 227 203 3382 175 105 82 53 47 490 441 385 49 70 2892 145 101 77 2747 51 56 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=31 num_cat=0 split_feature=16 8 8 11 0 16 12 7 16 4 11 13 10 7 11 15 0 7 8 8 16 12 11 4 7 16 0 8 13 7 split_gain=9.15617 36.3097 107.636 37.9971 32.5288 36.2002 33.8748 37.2204 32.1172 41.6371 28.4528 26.7793 25.6924 25.4842 30.5313 23.8701 23.3745 61.864 30.4263 33.5474 28.0901 21.543 44.9101 21.3298 20.4968 20.2495 31.0814 30.5629 22.3635 18.6379 threshold=0.1225967522113595 -0.48324709469721522 -0.42590972422062617 -0.36216570798306463 0.35572075726191793 0.52146716312978247 1.0000000180025095e-35 -0.38574265097854571 0.16744700680733313 -0.38614543460789075 -0.62622159634501784 -0.50779993808005863 -0.0050492142251771016 -0.66616338269548903 -0.1907189898402695 0.25840548673097435 -0.29454290356424889 1.1190502896433621 0.42020389484048287 0.60461329049952639 0.52146716312978247 0.028395275964390808 -0.096712698518666915 0.39634736755389816 -0.20801120129879289 0.16744700680733313 -0.1172074338908803 -0.96519093510766363 -0.30045108397677811 -0.48843193301573634 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 11 10 6 21 7 -2 9 -5 12 -3 29 -10 -15 -11 -12 18 -18 -20 24 22 -6 -17 -21 28 -27 -28 -8 -4 right_child=1 2 3 8 5 -7 25 -9 13 15 16 -13 -14 14 -16 23 17 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00012410119547313813 0.21993011369369928 -0.2519687809404873 -0.12059529055841267 0.046877662379008075 -0.20627526925368744 0.062407675083424596 0.018951952623319814 0.038475628612706293 -0.062699806522149806 -0.027190979043217867 -0.048469994871905356 -0.095779163382299581 0.018900117924130419 -0.074423606007122528 0.0088868081679902393 -0.15979447928515988 0.084372609878172647 0.18708546683192254 -0.086786868817666007 0.012873115114146664 -0.065827525917578622 -0.011795819694844056 0.00077246578410267836 -0.052241097383999402 0.10468893034383656 -0.048774857394970381 -0.012831890984541842 0.10811596208860955 0.14664975800551475 -0.023236110384630807 leaf_weight=92940 20 21 32 26 22 37 32 26 87 38 33 23 79 51 320 54 61 26 34 62 27 53 20 28 40 65 45 39 24 51 leaf_count=92940 20 21 32 26 22 37 32 26 87 38 33 23 79 51 320 54 61 26 34 62 27 53 20 28 40 65 45 39 24 51 internal_value=3.44944e-12 -0.00781434 -0.0170988 -0.0106718 0.0186816 -0.0215053 0.0398157 0.117369 -0.0270079 -0.0678499 0.0115012 -0.170324 -0.0219196 -0.0139884 -0.00256557 -0.0927076 0.0306326 0.0410742 0.0241264 0.00158033 0.0248709 -0.0541872 -0.107681 -0.123069 0.0488793 0.0224136 0.00314578 0.0433225 0.0736796 -0.0607722 internal_weight=94416 1476 1093 1049 383 132 251 46 604 146 445 44 162 458 371 120 283 250 224 163 129 95 42 82 102 205 149 84 56 83 internal_count=94416 1476 1093 1049 383 132 251 46 604 146 445 44 162 458 371 120 283 250 224 163 129 95 42 82 102 205 149 84 56 83 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=31 num_cat=0 split_feature=7 15 8 8 0 0 0 4 10 12 13 4 13 12 8 15 13 11 13 16 13 0 8 12 8 11 12 16 8 15 split_gain=9.24243 48.7797 115.44 115.747 243.567 72.3738 121.18 97.0888 69.4316 31.4018 36.0083 25.908 77.0092 45.294 23.3889 57.3019 49.3241 44.4138 57.5565 40.5251 53.0819 38.8914 73.8788 61.9399 45.6409 47.8101 42.5992 41.5479 39.9256 34.293 threshold=-0.46473440639176927 4.0010959904159478 -0.018128116429594509 -1.9228799754237451 1.2912939002800308 4.295612829368368 5.0618149723573396 2.5664086052792845 -0.034746544772160229 0.40852548229193503 0.4025858735338595 5.0933280419020077 -0.48898059313713532 0.039226665832610912 -1.1633258831341664 2.5110576107184825 -1.1533706815685549 -0.1398238639655163 -0.027906642035512682 0.014622978315309483 1.1079752491623622 0.5976793287321196 -1.6459338504618726 0.028739129611000672 -1.1852424794540728 0.1889985669311709 0.029611044214904673 0.016622551061375824 -1.829900461590676 1.2012321049714914 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 3 -3 -5 7 -7 9 -8 10 -4 14 -13 -14 15 16 -1 18 -17 -18 21 24 23 -23 25 27 -24 -21 -25 -16 right_child=-2 2 5 4 -6 6 8 -9 -10 -11 -12 12 13 -15 29 17 19 -19 -20 20 -22 22 26 28 -26 -27 -28 -29 -30 -31 leaf_value=0.10030633805912326 -0.0007312549829311761 -0.011589471860365436 0.043156751219568579 0.056752700270975343 0.48377654335715559 0.27136412398381665 -0.12172761758168538 -0.19704315537643252 0.096017195098102096 0.10569148322810298 -0.11891113287554339 -0.14772026557061407 0.11240952347715696 -0.058623719983734196 0.0011747750764594463 0.065610093861818305 -0.00035817991938125085 -0.19971512716550094 -0.16198792616371066 0.1168806619410004 -0.10883299107145933 -0.024848262001152921 -0.026112922944039819 -0.093376286792067387 -0.12911761438846589 0.13859675747376901 0.17781091993674636 -0.010366694712920376 -0.23999960720539093 0.01541699233164804 leaf_weight=44 61061 33 29 34 22 22 27 33 32 23 26 45 30 32 27826 25 2520 26 20 28 72 115 21 65 25 27 20 307 26 1800 leaf_count=44 61061 33 29 34 22 22 27 33 32 23 26 45 30 32 27826 25 2520 26 20 28 72 115 21 65 25 27 20 307 26 1800 internal_value=9.80984e-12 0.00133866 0.0428273 0.136969 0.224512 -0.00081119 0.0710607 -0.0532582 -0.00362874 0.00757385 -0.0334572 0.000986173 -0.048141 0.0241343 0.00114562 -0.00678602 -0.00485627 -0.0956634 -0.0355446 -0.0062906 -0.0274658 -0.0182254 -0.0492273 -0.0736262 0.00156138 0.0105862 0.0733621 0.000268905 -0.135269 0.0020401 internal_weight=94416 33355 281 89 56 192 81 111 59 78 55 33074 107 62 32967 3341 3270 71 45 3226 706 634 247 206 387 362 41 335 91 29626 internal_count=94416 33355 281 89 56 192 81 111 59 78 55 33074 107 62 32967 3341 3270 71 45 3226 706 634 247 206 387 362 41 335 91 29626 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=31 num_cat=0 split_feature=4 16 15 11 16 0 4 10 12 15 10 4 10 15 0 11 0 15 11 16 12 0 8 8 7 12 7 7 11 16 split_gain=9.3863 60.6743 91.5027 190.431 135.849 91.7568 102.814 167.377 89.537 89.335 190.666 92.6851 104.338 95.4533 94.4272 93.1949 148.396 117.683 102.975 91.6128 126.227 135.719 134.328 137.655 102.56 87.3555 80.5113 128.929 90.9806 153.891 threshold=1.9408053655746684 0.0079930544183343718 0.93498380291082472 0.47451024365208871 0.0060763678093080503 4.295612829368368 4.5219763331405263 -0.41738346614050442 0.020142788445746438 3.2160438033827625 -0.74610296185759772 3.1920118449839001 -0.56421469962483173 1.3122813055184348 2.0776592575581865 -0.28307867414827698 1.9728105432544318 1.6100758957019139 -0.45402642046877056 0.0095796324183768673 0.57477872042795231 3.9931646150306155 -1.829900461590676 -0.51998359637069946 -0.82019730575127492 0.44884232235697713 3.0306507706433705 2.6001457036413025 -0.46495390337717318 0.017796522407601441 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 -2 25 -7 -8 -6 11 -11 14 -13 -14 15 16 17 -3 -18 -15 22 -22 -21 -24 -25 -4 27 28 29 -12 right_child=1 9 3 -5 8 6 7 -9 -10 10 26 12 13 19 -16 -17 18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00021740157488114365 0.052312980521865164 -0.0002898693291677369 0.087335448464877993 -0.16151852207748515 -0.20819905465468766 -0.15556857544800332 0.20345479224590546 -0.032718955501016361 -0.032424091477347504 -0.2457684404083661 0.0010808924901578212 0.17371626392006875 -0.22666990154266387 -0.012726486091832257 0.0054861594545886549 -0.095232224881729222 -0.20194155922269119 0.30404676000277203 0.075715407288887288 -0.3571843422594525 -0.057513699643747064 0.25779837280511858 0.10008267974480987 0.013038951490560306 -0.1533744750995385 0.2589791620895267 -0.14588769114223019 0.21173399678298407 0.03584193156695107 -0.19572057311839247 leaf_weight=90131 217 27 194 38 32 29 47 83 307 28 257 20 32 337 1126 209 34 24 22 21 43 20 32 46 190 35 29 35 724 47 leaf_count=90131 217 27 194 38 32 29 47 83 307 28 257 20 32 337 1126 209 34 24 22 21 43 20 32 46 190 35 29 35 724 47 internal_value=8.1066e-13 -0.00457284 0.0172507 0.0521241 -0.00946879 0.0730478 0.0146869 0.0526669 -0.0490164 -0.0110611 0.011899 -0.0228409 -0.0515852 -0.0578349 -0.00807011 -0.056375 0.0195236 0.142927 -0.092862 -0.0499935 -0.0856725 0.0425854 -0.113632 -0.0945474 -0.120938 0.113569 0.0185059 0.0229908 0.0165647 -0.0293456 internal_weight=94416 4285 982 426 556 388 159 130 339 3303 1120 2183 741 721 1442 316 107 51 56 689 352 63 289 268 236 229 1092 1063 1028 304 internal_count=94416 4285 982 426 556 388 159 130 339 3303 1120 2183 741 721 1442 316 107 51 56 689 352 63 289 268 236 229 1092 1063 1028 304 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=31 num_cat=0 split_feature=16 7 11 11 15 11 7 16 7 7 4 7 8 8 10 8 0 4 13 0 11 10 7 13 0 8 0 10 15 16 split_gain=9.61613 37.9601 46.5377 82.3184 71.6422 62.332 89.2353 75.2353 61.5198 87.52 99.0472 60.1266 56.5649 75.7455 54.7055 54.2316 52.0186 140.937 62.1287 98.1882 67.7876 83.4032 75.2702 54.9305 79.3788 58.6555 50.8505 95.8745 84.3578 302.399 threshold=0.0039516663936978317 -0.82019730575127492 -0.5200403925592586 -0.48885465366541531 1.5226986416159061 -0.52178679393731398 -0.15666656028019757 0.015627045093039419 0.21064510239129172 -0.23565831569342113 3.4511195376773909 0.75963780251319502 -1.3968815772906085 -0.46465112314632528 -0.82588724122487467 0.49458752072785983 -0.3762039214354419 -0.31716247648088097 -1.1533706815685549 0.49887957871512051 -0.20289390230442592 -1.8944071664123217 1.4587148379202233 -1.0081928777231461 -0.65344811791171442 -0.57372962374906955 1.775211043220434 0.78584032370147672 1.9053897050325386 0.017796522407601441 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 12 26 7 -7 9 10 -6 -10 -4 -14 16 -8 23 -18 19 -19 21 -20 -22 25 -25 -5 28 -28 -3 -30 right_child=1 2 3 14 8 6 15 -9 11 -11 -12 -13 13 -15 -16 -17 17 18 20 -21 22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.00053419237667772076 -0.0058610557072050372 0.01639419689435492 -0.10441497727984289 -0.11032570792700758 -0.0059365784815911746 0.32744916284626185 -0.10413418918848039 0.078325094393006084 -0.30768772649268311 0.10990417664465697 -0.29730851188302043 -0.072919667214155201 0.12399324073867744 -0.019993976971188199 0.0047548987718559685 0.096846333165364021 0.24189002822552408 -0.033946659350219892 -0.033773009244552149 0.23357795191847763 -0.025760289611977068 -0.20826886376572984 0.17157313227653503 -0.30087266096046994 -0.073968706727188471 0.12059232579036193 -0.023019662936992522 0.07910013129003346 0.32794713424518707 -0.0067667856722711086 leaf_weight=73752 4823 1742 61 22 28 22 25 27 24 23 20 20 43 243 12071 29 21 34 70 23 243 45 21 21 58 22 653 107 40 83 leaf_count=73752 4823 1742 61 22 28 22 25 27 24 23 20 20 43 243 12071 29 21 34 70 23 243 45 21 21 58 22 653 107 40 83 internal_value=4.82273e-12 0.00190659 0.00427155 0.00179936 -0.0396616 0.0161549 0.0924645 0.190177 -0.108065 -0.0504873 -0.127342 -0.200975 -0.0169918 0.00165445 0.00331346 0.0037998 -0.0266858 -0.0111491 -0.0233367 0.0740019 -0.0379761 -0.102054 -0.0100633 -0.0844118 -0.134285 0.00513331 0.0131607 -0.00864227 0.0220455 0.102083 internal_weight=94416 20664 15841 13113 462 2728 103 49 115 71 48 44 347 286 12651 54 580 457 436 57 379 115 264 123 79 44 2625 760 1865 123 internal_count=94416 20664 15841 13113 462 2728 103 49 115 71 48 44 347 286 12651 54 580 457 436 57 379 115 264 123 79 44 2625 760 1865 123 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=31 num_cat=0 split_feature=4 16 15 7 15 13 12 12 4 0 4 4 11 11 11 4 13 15 15 8 11 15 15 16 0 15 10 4 7 0 split_gain=9.27922 37.8013 49.7782 44.5679 52.9647 43.1397 41.3045 71.9389 47.4345 31.6702 57.5505 33.7302 28.859 55.0629 47.4804 72.1399 62.4646 105.205 70.1866 66.8399 49.04 132.652 72.4971 81.4412 102.538 45.7788 82.6454 40.2172 36.5496 148.317 threshold=-0.11202411595940046 -0.0034736602402901788 0.16015302414351537 3.26367644911238 0.064145515417584106 -1.3207284276681237 0.69938882586200257 0.70983952062147593 -0.19008681841588096 -0.15239224282550548 0.78734939236928325 0.43544757003543666 3.430020141508328 0.54785910153040918 0.57989309252216537 2.5664086052792845 1.3811918105658749 1.5226986416159061 0.78881350457639621 0.47134264080491795 2.7139456793234467 4.0010959904159478 0.82156764253867032 0.020578400337765802 1.9728105432544318 4.6153372974626601 2.3412650755960587 0.59240598374590803 1.0914031752487336 0.17223550723034833 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 -5 -4 -7 -8 -9 10 11 -2 13 -11 15 16 -15 18 -18 -20 21 22 -16 24 27 28 -27 -24 -22 -30 right_child=9 -3 5 4 -6 6 7 8 -10 12 -12 -13 -14 14 20 -17 17 -19 19 -21 25 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.010095999588508257 -0.016154134028025211 -0.00053929803464339136 0.13434968430386937 0.23120677956787405 0.0086972641232221023 -0.00012739560428457858 -0.14577592644095422 -0.0070150135397320477 -0.14261387437582015 -0.0013663971121279858 0.15232567161321642 -0.12166438674246292 -0.019339333146888814 0.090979467195769159 -0.041132974154030791 0.2306075927615166 0.0045363399682237819 -0.14205189727246761 0.015477348660880869 0.25447050844691693 0.0079876566197578571 -0.27487347334623341 0.26735596102476122 -0.083916795446026718 -0.086309236607381282 0.1963278790935874 -0.049686693535609679 0.10487822814820669 -0.064477208439184697 0.16592838601424145 leaf_weight=7608 1340 47170 23 20 23 4422 50 328 28 30194 20 31 809 135 245 20 170 40 22 25 1385 20 25 31 21 36 22 39 49 65 leaf_count=7608 1340 47170 23 20 23 4422 50 328 28 30194 20 31 809 135 245 20 170 40 22 25 1385 20 25 31 21 36 22 39 49 65 internal_value=-1.73962e-11 0.000756463 0.00564536 0.0106698 0.11219 -0.00227916 -0.00293004 -0.0334554 -0.0176801 -0.00129921 -0.0160831 -0.0185399 -0.000682638 -0.000218857 0.0145253 0.0453538 0.035902 0.0069703 0.0344398 0.142601 0.00797149 -0.0241859 -0.0102974 0.0548296 0.105431 0.0158404 0.103012 0.168346 0.0124676 0.0668944 internal_weight=94416 59672 12502 7651 43 4851 4828 406 356 34744 1391 1371 33353 32544 2350 412 392 257 217 47 1938 381 361 116 85 1557 58 64 1499 114 internal_count=94416 59672 12502 7651 43 4851 4828 406 356 34744 1391 1371 33353 32544 2350 412 392 257 217 47 1938 381 361 116 85 1557 58 64 1499 114 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=31 num_cat=0 split_feature=12 15 8 8 0 16 8 11 16 7 13 12 12 7 4 7 4 12 13 12 0 4 12 4 16 4 15 8 4 4 split_gain=9.14435 39.394 94.5129 129.496 111.958 83.752 200.195 127.773 124.899 220.953 139.339 86.7412 81.0626 78.5478 74.7471 116.861 102.861 91.3815 67.0256 61.0422 59.5328 122.182 63.444 73.4219 63.2822 61.4098 58.2114 67.1793 54.6048 50.3848 threshold=0.042726604735607222 0.62268377365210192 -1.8670922753260808 -1.9228799754237451 -0.43366908215961475 0.020578400337765802 -3.6708949610938011 -0.46495390337717318 0.017202056732928486 0.9136717255689808 -0.58072489973388675 0.029488239341115639 -0.012179454335609916 -0.28700295671201631 2.2316131215311112 0.45551954417228457 3.4511195376773909 0.023458520038058702 -0.50779993808005863 -0.010030369044295896 -0.53246883217661367 -0.56160759324379461 -4.3435319138606276 -0.64029675073789083 0.0334969470111958 -0.67890820068841007 1.102411241087039 -0.36215233928912954 4.0962728786227762 1.0239744686358894 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 14 3 4 -3 7 -7 -6 9 10 11 -9 -11 28 -1 16 18 -18 -16 -8 21 22 -4 25 -23 -24 -25 -28 -12 -22 right_child=-2 2 20 -5 5 6 19 8 -10 12 13 -13 -14 -15 15 -17 17 -19 -20 -21 29 24 23 26 -26 -27 27 -29 -30 -31 leaf_value=0.00012754681635928502 -0.00097673884749777964 0.256690693075176 -0.15595863282003186 0.24053621377576803 -0.23718993365764618 0.35266182301566007 0.15538274199805327 0.014214414477348329 -0.15468613436898671 0.052943328917026522 -0.11971315765380859 0.26062629550695421 0.30403825847638982 -0.22092945712751577 0.018594741062926395 -0.22520950662696526 -0.080852744254198944 0.17783784692486126 -0.15721496261100759 -0.023102688495859957 0.017378318961774438 -0.083581563540525289 0.0070617445553729291 0.0068561929101879533 -0.27487120103268398 -0.17445165480233052 0.31198131445795302 0.061385910860870196 0.10197204574942589 -0.0015641523521817678 leaf_weight=40237 47564 22 22 34 22 24 27 50 37 20 25 20 36 35 35 36 22 36 57 66 2699 98 122 37 21 22 20 23 20 2927 leaf_count=40237 47564 22 22 34 22 24 27 50 37 20 25 20 36 35 35 36 22 36 57 66 2699 98 122 37 21 22 20 23 20 2927 internal_value=-1.19345e-11 0.000991582 0.00826257 0.0531047 0.0373308 0.0246975 0.0951662 -0.00641507 0.0144781 0.044862 -0.0184178 0.0846178 0.214361 -0.108574 -0.000164819 -0.0634117 -0.0245802 0.0797138 -0.0903308 0.0287157 0.00498418 -0.0341523 0.00608816 0.0220035 -0.117339 -0.0206695 0.0988148 0.177942 -0.0211864 0.00752325 internal_weight=94416 46852 6429 438 404 382 117 265 243 206 150 70 56 80 40423 186 150 58 92 93 5991 365 246 224 119 144 80 43 45 5626 internal_count=94416 46852 6429 438 404 382 117 265 243 206 150 70 56 80 40423 186 150 58 92 93 5991 365 246 224 119 144 80 43 45 5626 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=31 num_cat=0 split_feature=4 0 0 0 16 16 15 13 15 8 8 7 7 12 8 8 12 10 10 12 15 7 16 0 13 0 7 8 10 16 split_gain=9.14878 42.1847 39.7767 38.993 59.287 38.072 110.385 75.9111 73.5307 60.7427 90.6304 59.2617 54.9431 76.2972 66.4199 161.734 104.031 80.4614 97.9907 58.1695 46.2021 82.6808 119.864 73.263 79.7584 80.6302 144.68 108.48 130.741 78.9962 threshold=0.29859686135005187 0.81745836448421938 0.23272515009789876 0.43516382156130079 0.0029573810916751811 0.027946481399224732 4.6153372974626601 1.5512380345144325 2.3378411815249689 -0.57372962374906955 0.37238586627582387 2.2170356898871688 -0.20011202575747059 -0.33024407745001821 -0.36215233928912954 -0.68470272069604243 0.021309434746745345 -0.43334007456713614 -0.13887587988967623 0.12194802881711474 0.62268377365210192 3.1096425260565943 0.016622551061375824 0.8779480073517697 1.9578703091740268 3.9931646150306155 0.77938574136650096 -0.4680825584772384 0.47036789369144294 -0.011690648152716024 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 -2 -1 -5 20 7 11 9 -9 -11 12 -7 -14 15 -15 -17 -18 -19 -20 -4 23 -23 29 -25 26 27 28 -26 -22 right_child=2 -3 5 4 -6 6 -8 8 -10 10 -12 -13 13 14 -16 16 17 18 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00040281936467188005 -0.023460062645439025 -0.13796309164979242 -0.0044804054248329152 0.011966064441530559 0.12690910543004671 0.0042396021425344438 0.17301058964803817 0.058057768524783421 -0.25184225708246233 -0.21140381485605853 -0.037897305314739546 0.13091356818874678 0.10890500230896401 -0.0074217447676049658 -0.015124115989613374 -0.33648318275809291 -0.00041025917850096125 -0.36046183973550799 -0.2101312073479806 -0.01276664414908737 -0.019383235927978564 0.027611880198768948 -0.30283097702832451 0.0047113013970953958 -0.38395883570469563 -0.23569024171341552 0.15848175811045098 -0.022743097347362587 -0.062845260603353381 0.037420941385942715 leaf_weight=75400 824 22 7624 178 60 1266 32 41 20 39 132 30 41 196 873 24 44 20 28 32 303 23 21 5616 21 22 33 144 32 1275 leaf_count=75400 824 22 7624 178 60 1266 32 41 20 39 132 30 41 196 873 24 44 20 28 32 303 23 21 5616 21 22 33 144 32 1275 internal_value=6.52616e-12 0.000490112 -0.00197707 0.000530383 0.0409433 -0.000989895 -0.011661 -0.0137821 -0.0685503 -0.0512586 -0.077469 -0.00880707 -0.0104678 -0.0252687 -0.0297889 -0.0670051 -0.145913 -0.109028 -0.168768 -0.10487 0.000999721 0.00657789 -0.130099 0.00738555 0.00224168 -0.0527955 -0.0353013 -0.0677624 -0.190079 0.0265137 internal_weight=94416 75660 18756 75638 238 17932 2818 2786 232 212 171 2554 2524 1258 1217 344 148 124 80 60 15114 7490 44 7446 5868 252 230 197 53 1578 internal_count=94416 75660 18756 75638 238 17932 2818 2786 232 212 171 2554 2524 1258 1217 344 148 124 80 60 15114 7490 44 7446 5868 252 230 197 53 1578 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=31 num_cat=0 split_feature=16 15 7 0 4 11 16 13 13 12 4 12 7 8 13 15 13 7 8 8 4 8 10 7 12 15 0 13 7 15 split_gain=9.48679 49.4119 34.4313 50.6153 77.1074 52.5433 42.6966 37.2259 47.3228 34.188 28.6832 35.8381 52.1632 39.6948 43.242 39.2102 43.2759 54.6879 39.9045 143.837 68.6355 39.8592 39.7462 84.5116 45.5722 54.3498 36.1181 36.9463 56.2258 35.9206 threshold=-0.018268093615660414 1.252047473092831 3.3150210901309749 -0.61513801076226582 -0.56209634577481382 3.0771971659589377 -0.054805830526608292 -0.65768257816119846 0.36259476553014719 0.028211068653706702 -0.42419928077409258 0.021235751822471807 -1.2822990749186323 0.15056335144109947 0.26144078646193419 1.1487340487878115 -0.44663706701555778 -0.15666656028019757 -0.4680825584772384 -0.45380358012815619 0.37679726631312888 -1.5723250791873886 -0.43344400223309232 0.75963780251319502 0.20436237961714579 0.21775875227609928 -0.3762039214354419 -0.88620319532526792 0.9136717255689808 0.53447710195067477 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 10 3 9 -5 6 7 -6 -9 -3 -1 -12 13 -13 -15 18 -17 -18 21 20 -20 -14 23 -21 -25 -26 29 28 -28 -24 right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 11 12 15 14 -16 16 17 -19 19 22 -22 -23 26 24 25 -27 27 -29 -30 -31 leaf_value=0.020857705431378222 -0.00031016712017081663 -0.028782993013208566 0.076819297568551437 0.1311550384759903 0.034699260226140421 0.095320617314428091 -0.1067913187837059 -0.10600397747242823 0.0038193238971682337 -0.18971774758714621 -0.013796764018309475 0.0061627033018145112 -0.019711729026000418 0.092300835960677702 0.0087822738600758996 -0.013460798437396684 0.26235093429684636 0.028496552854776383 -0.042517297767335552 0.00024492331966757775 -0.24514677990760123 0.025625384965028222 -0.021171508602097502 0.039879395067691809 0.043939263264046 0.22024136605776021 0.018237344619919018 -0.0066632405051739426 0.2050181908160448 -0.12106113420942655 leaf_weight=1008 86166 22 29 30 72 28 88 80 77 33 1094 229 238 175 96 30 20 20 32 850 35 1047 117 185 34 36 83 2390 20 52 leaf_count=1008 86166 22 29 30 72 28 88 80 77 33 1094 229 238 175 96 30 20 20 32 850 35 1047 117 185 34 36 83 2390 20 52 internal_value=-5.72332e-12 0.0032395 -0.028645 -0.0357577 -0.0226184 -0.03599 -0.0475884 -0.0248379 -0.0521416 -0.125344 0.00511794 0.00277891 0.00596643 0.036814 0.0627149 0.00299402 0.0773304 0.145424 0.00197751 -0.00313394 -0.148369 0.0172283 -0.000550791 0.0153923 0.0658836 0.134609 -0.00716879 -0.00413601 0.0545055 -0.0519068 internal_weight=94416 8250 459 430 375 345 317 229 157 55 7791 6783 5689 500 271 5189 70 40 5119 3834 67 1285 3767 1105 255 70 2662 2493 103 169 internal_count=94416 8250 459 430 375 345 317 229 157 55 7791 6783 5689 500 271 5189 70 40 5119 3834 67 1285 3767 1105 255 70 2662 2493 103 169 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=31 num_cat=0 split_feature=13 16 11 15 16 16 8 7 7 13 8 0 12 13 15 0 4 7 4 11 12 15 15 16 15 12 4 16 16 7 split_gain=9.2045 31.7418 22.4034 22.4991 21.3245 43.1925 19.5296 18.2598 18.0319 17.9643 40.3111 67.7453 32.7651 67.3336 64.7399 36.0255 34.6575 33.7712 28.4155 29.5063 25.7051 23.13 22.5142 21.2911 25.1911 16.9099 20.5157 15.4132 51.0461 22.7713 threshold=2.9361401864749186 -0.062493536184618316 -0.034441015095440043 0.064145515417584106 0.012153839019975366 -0.0060112865642818177 -1.2348315290713014 -0.073725217096313037 -1.2033073195054087 2.1551373713435988 -3.6708949610938011 2.7632085433904243 0.72977075163748706 2.1598422075793295 0.85663071366741561 1.8699781503795962 0.76437802341137917 -0.20801120129879289 0.25069911331016731 -0.48885465366541531 0.6917258017375475 0.29812573508479395 -0.048519173532175226 0.023163301644380477 0.7000640293646645 0.83937410149447877 -0.22932472340401591 0.016119965731735426 0.011425953847343134 -0.76885266473267966 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=9 -2 3 6 5 -5 -3 -6 -8 25 -11 12 14 -14 20 17 -16 27 -19 -20 21 -12 -22 24 -21 -1 -27 28 -15 -29 right_child=1 2 -4 4 7 -7 8 -9 -10 10 11 -13 13 15 16 -17 -18 18 19 23 22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=5.6916773066326057e-05 0.12178603172302248 0.077815842984074901 -0.021631750810021527 0.040395084046758713 -0.042827420468841283 0.2001704536702322 -0.066739857713811288 0.056666667525393843 0.0055142309112684029 0.13111175045371057 -0.0042905265675550709 -0.19019695860998972 0.12585471882706598 0.021546889965435433 -0.18821449543748583 0.12942493282258513 -0.045370506376705394 -0.011316923489911 -0.17253933652589859 -0.072702550429564264 -0.017610699065388157 0.092492843350326578 -0.074189917910844089 -0.12449359471599263 0.069372063440581166 0.0037733211388918928 0.092197900172322989 0.14905409273647127 -0.1332838621314453 0.010211488218219192 leaf_weight=91776 25 33 197 64 35 23 39 39 302 20 289 21 42 287 35 20 33 518 22 26 213 27 105 21 24 65 44 21 23 27 leaf_count=91776 25 33 197 64 35 23 39 39 302 20 289 21 42 287 35 20 33 518 22 26 213 27 105 21 24 65 44 21 23 27 internal_value=2.13988e-11 0.0109826 0.0071983 0.0178142 0.0490699 0.0826345 0.00435927 0.00960865 -0.00274943 -8.87668e-05 -0.010056 -0.0116657 -0.00950229 0.00184378 -0.0261658 -0.00342261 -0.118893 -0.00616456 -0.0204546 -0.0713502 -0.0162203 0.00397894 -0.0362925 -0.0399958 -0.00450674 0.000103668 0.0394676 0.0182242 0.0100594 0.0709551 internal_weight=94416 757 732 535 161 87 374 74 341 93659 1774 1754 1733 1031 702 989 68 969 611 93 634 316 318 71 50 91885 109 358 310 48 internal_count=94416 757 732 535 161 87 374 74 341 93659 1774 1754 1733 1031 702 989 68 969 611 93 634 316 318 71 50 91885 109 358 310 48 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=31 num_cat=0 split_feature=10 10 10 16 4 8 8 16 8 13 7 10 7 15 10 0 15 7 13 11 7 15 7 16 13 7 11 12 7 16 split_gain=9.25645 37.8655 86.691 77.4548 60.0937 92.4007 125.024 170.429 57.7496 110.411 104.29 91.4926 106.235 81.8728 80.4 106.446 74.305 78.6939 62.7957 56.9656 101.171 83.5985 83.6917 52.1819 48.9216 60.5022 46.1226 42.3002 39.8985 39.677 threshold=-0.1233770480868993 -0.43384486608749478 -0.43388940651576186 0.009191860974182205 0.65049868368389829 -0.75133804314180808 -0.48324709469721522 0.013340596364116662 -1.8074304209741199 0.49903501636634173 2.777877153321056 -0.1719483851119987 -0.5911212150529267 1.9053897050325386 -0.37997321809862933 1.2479429895582863 3.2160438033827625 0.29753603334583761 1.0000000180025095e-35 0.076580215366643264 -1.076920510844251 4.0010959904159478 0.021064889399555285 0.014622978315309483 0.49433018013061092 -0.33439800995995045 0.077528261829016579 0.19295380684211513 0.16325004914335758 0.021385162872545493 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 -3 8 7 -7 9 10 11 12 13 -6 15 -10 17 -14 -13 21 -21 -8 -23 -5 25 27 -22 -16 -27 -30 right_child=-2 4 3 23 5 6 19 -9 14 -11 -12 18 16 -15 24 -17 -18 -19 -20 20 26 22 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.00041064297816742869 0.00098281157153484885 -0.0025462431227814813 0.025350191146093756 0.23609385247218598 -0.067894289380795253 -0.01496347285980402 -0.027807927047112081 -0.30364005932441129 0.0068755938112735754 -0.23864615485072138 0.17426082906313242 0.21283843928705093 0.028609100715169367 -0.30215249633789065 -0.02902680514823823 0.31924577814837302 0.17154293599582854 -0.1866244040876627 0.010468273221150688 0.17071524468299593 0.10258201985542353 -0.063340732063117786 -0.31606580436229709 0.069808704684407488 0.1607432165871496 -0.17273098289966585 -0.034138067688444539 0.14955939998229345 -0.061982341633832205 0.10618552677333355 leaf_weight=31324 47559 13022 280 32 37 43 1313 39 20 20 32 23 53 25 21 24 21 25 46 38 30 38 20 46 23 20 139 36 47 20 leaf_count=31324 47559 13022 280 32 37 43 1313 39 20 20 32 23 53 25 21 24 21 25 46 38 30 38 20 46 23 20 139 36 47 20 internal_value=2.00736e-11 -0.000997536 0.000969864 0.0499002 -0.00510503 -0.0205813 -0.0318711 -0.152261 0.0174329 -0.0121723 0.00511582 -0.0184174 -0.059707 -0.162353 0.057 0.177259 0.0045765 -0.040376 0.077925 -0.0256151 0.0232824 -0.0329979 -0.150487 0.138028 0.0253149 0.003684 -0.00986823 0.0837645 -0.0487825 -0.011783 internal_weight=94416 46857 31682 358 15175 2153 1660 82 493 282 262 230 161 62 211 44 99 78 69 1578 207 1371 58 78 167 144 169 57 87 67 internal_count=94416 46857 31682 358 15175 2153 1660 82 493 282 262 230 161 62 211 44 99 78 69 1578 207 1371 58 78 167 144 169 57 87 67 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=31 num_cat=0 split_feature=16 15 4 16 12 13 4 8 8 8 15 15 16 4 7 12 0 16 7 7 15 0 7 7 7 12 7 13 10 16 split_gain=9.19074 34.847 69.4815 45.3568 113.475 126.308 103.05 78.742 139.93 140.848 133.812 97.8388 123.149 207.917 198.471 105.129 224.179 81.2905 76.4711 111.138 117.829 97.2258 74.6725 74.105 165.308 71.2856 129.418 82.9784 98.6533 89.4538 threshold=0.0039516663936978317 -0.26283973244449577 1.3357297321728603 0.009191860974182205 0.012737654556248415 -1.0512085233069712 0.70579657094236981 0.6004070693294411 -0.68470272069604243 -0.46465112314632528 1.252047473092831 1.2012321049714914 0.0074499259215254588 4.0962728786227762 -0.15666656028019757 0.4656911510408755 4.295612829368368 0.0068417697626804198 0.11585499589542346 -0.073725217096312981 2.1621156136613506 5.7473642581895774 -0.43708729199714108 -0.08952356817895768 0.076359118188811595 0.18536446564193379 0.21064510239129172 1.8284873126914285 -0.37909725634271263 0.0074499259215254588 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 -2 4 22 -6 -7 8 25 10 -10 -9 13 -13 -15 18 -17 -11 19 21 -21 -14 -3 -19 -25 26 -8 28 29 -27 right_child=1 3 -4 -5 5 6 7 11 9 17 -12 12 15 14 -16 16 -18 23 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.00052224328644645025 -0.018040314714084203 -0.027371229546574446 0.062958912980301596 0.0013449622656206272 0.24968527232607207 0.21666560809199631 0.11792675520350436 -0.029465282759773892 0.12007715111701854 0.17435773489150136 0.39273065409312646 0.36803630005430293 0.052277373546856132 -0.1093979498273448 0.24519620970995337 0.054954042924301963 -0.37726779665265764 0.068350159785477455 -0.030856073397444561 0.061914474517107014 0.3797130370140076 -0.14083998699982961 -0.22764414254704426 -0.29861213862895969 0.02588555634225885 -0.078930892469361427 -0.10850183717249072 0.092666638739731008 -0.098351813190251214 0.14799375085062103 leaf_weight=73752 1491 52 114 16972 24 26 98 579 72 44 24 27 199 38 27 28 21 160 160 28 20 30 29 20 73 32 34 46 158 38 leaf_count=73752 1491 52 114 16972 24 26 98 579 72 44 24 27 199 38 27 28 21 160 160 28 20 30 29 20 73 32 34 46 158 38 internal_value=-2.12053e-11 0.00186394 -0.0122871 0.00305563 0.0169672 0.0216528 0.0188916 0.0162627 0.0404068 0.0829421 0.188241 -0.000410771 0.028694 0.134784 0.037895 0.00861107 -0.130284 0.0489063 0.0241851 0.0559778 0.194331 0.0269782 -0.0990739 0.0270886 -0.0438989 -0.000766472 0.0596042 -0.0298502 -0.0545685 0.0442568 internal_weight=94416 20664 1605 19059 2087 2006 1982 1956 799 393 96 1157 578 92 65 486 49 297 437 277 48 229 81 253 93 406 132 274 228 70 internal_count=94416 20664 1605 19059 2087 2006 1982 1956 799 393 96 1157 578 92 65 486 49 297 437 277 48 229 81 253 93 406 132 274 228 70 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=31 num_cat=0 split_feature=11 11 4 4 16 8 16 0 15 16 15 8 8 15 7 7 15 7 4 12 12 0 4 12 4 15 0 16 15 8 split_gain=9.23695 20.8917 24.1526 38.7884 26.9146 29.6493 49.0788 22.0043 27.5703 49.2643 19.8598 16.2878 41.4708 56.6931 30.4164 23.346 17.4492 14.0454 13.2048 10.5708 67.5408 154.487 49.7104 58.6089 44.8572 125.431 116.001 232.608 123.388 111.896 threshold=3.5955789921479648 3.5836036684127293 -0.56160759324379461 -0.60077664697863131 0.069530794106582985 -0.146971152794559 0.009191860974182205 -0.31067347499559567 0.97616131414377294 0.023163301644380477 0.25840548673097435 -0.50029333997403935 0.094775589747939024 1.1487340487878115 0.53056171181484701 0.13165334697806816 0.57662158818994047 -0.026330163848378971 0.18122740265213824 0.021628727418597615 0.021776093267144501 1.2912939002800308 5.0933280419020077 0.020142788445746438 2.9377916776006017 3.5353796731623546 2.6422292576553237 0.016119965731735426 1.6100758957019139 -4.8968963463420794 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 19 3 -3 5 6 18 -7 10 -10 -9 -2 14 15 -13 16 -14 -8 -4 22 21 -21 24 -24 26 -26 29 28 -28 -1 right_child=11 2 4 -5 -6 7 17 8 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.21362269775321088 -0.017909659913713388 -0.0074493418816573816 -0.053410838251409021 0.14885696105659008 0.065934128424635641 0.030830968517810111 -0.10189401179552078 -0.041469871605167519 0.10859973259141734 -0.095409580059349547 -0.1478580854509188 0.16470400202361979 0.043251144318210505 -0.11193322415153187 0.017668191172803441 -0.0060084862759473123 0.15067097569350155 -0.21768234722654928 0.028954400680959225 0.026872585576433253 0.0003061327080854493 0.30009033463217993 -0.16774212093533655 0.043747451081871988 0.0078764234948903323 0.20270775368670002 -0.11415372082480678 0.13122194454721783 -0.43734973761297413 -0.0024840484699484139 leaf_weight=24 101 77 103 20 27 75 20 74 29 20 23 34 62 33 24 82 20 22 24 349 78553 22 38 20 190 40 27 23 21 14239 leaf_count=24 101 77 103 20 27 75 20 74 29 20 23 34 62 33 24 82 20 22 24 349 78553 22 38 20 190 40 27 23 21 14239 internal_value=5.4904e-12 -6.08505e-05 -0.0201664 0.0247788 -0.0306213 -0.0373059 -0.0688361 -0.0131945 -0.0358103 0.0253306 -0.0666959 0.0160775 0.0295391 0.00765735 0.103862 0.0317213 0.0694511 -0.162545 -0.0378458 4.96219e-05 0.000507174 0.0430742 -0.00242007 -0.0948147 -0.00205211 0.0417601 -0.00275511 -0.130259 -0.255552 -0.00212041 internal_weight=94416 94060 514 97 417 390 169 221 146 49 97 356 255 197 58 164 82 42 127 93546 78924 371 14622 58 14564 230 14334 71 48 14263 internal_count=94416 94060 514 97 417 390 169 221 146 49 97 356 255 197 58 164 82 42 127 93546 78924 371 14622 58 14564 230 14334 71 48 14263 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=31 num_cat=0 split_feature=11 10 11 11 4 12 13 15 8 16 11 15 4 8 7 13 0 15 12 10 15 15 7 7 0 15 7 4 0 12 split_gain=8.91306 42.1982 57.8072 141.683 123.752 94.5095 80.527 160.176 130.415 56.3636 77.3442 66.9375 64.7322 54.792 60.1844 54.4303 100.383 92.3862 55.5378 66.5735 68.6607 61.4608 48.5839 139.238 119.828 103.381 91.6731 135.276 188.513 101.665 threshold=-0.39040751312532962 0.78675835141742323 -0.47952388058837664 -0.51095910539337175 0.33769706383159043 -3.8349846510115646 -0.47486608442994277 2.1621156136613506 -1.1372030594687907 0.0039516663936978317 -0.47498323700543349 0.62268377365210192 2.7468271404786795 -0.46465112314632528 0.16325004914335758 -0.24970606457710962 2.7632085433904243 2.9381905080056581 0.46405784621947738 0.78877628026473945 0.2848079261059735 -0.34947181265193356 1.1940924572859244 1.2454370983045198 0.031093007206064071 2.0266215951366271 0.24224180455658104 2.7468271404786795 3.0858199720173602 0.042726604735607222 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 -5 -4 7 8 -6 -7 11 -11 13 -13 -15 16 18 -17 21 20 -20 -3 26 -24 -25 -26 -12 -28 -29 -30 right_child=-2 15 5 4 6 9 -8 -9 -10 10 22 12 -14 14 -16 17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 28 29 -31 leaf_value=-0.00026656194947086322 -0.00083530236095269309 0.034559168286469516 -0.12334999764959019 -0.016172597386544873 -0.28931933247617314 0.0023195530397079026 -0.024946968550793827 -0.37424068282443018 -0.056111547527109798 0.016724758948150436 0.021803340502656129 0.056574079319834714 -0.011437256187200547 0.35893937146663668 0.12620352357625961 0.0071049249192184881 0.16900538956889741 -0.14629889866337181 0.03330780907632936 -0.013413189510958748 0.18346012602834141 0.21447322467762617 0.29596007141199981 -0.080201763926602124 0.12253871039472755 -0.060095282577591516 0.0034951266517432838 -0.34908758068084716 -0.08591674108472136 0.14590640474449507 leaf_weight=20394 54290 49 57 1946 28 11175 160 22 167 76 1951 20 20 25 20 2118 52 40 292 360 34 31 22 67 127 41 650 25 135 22 leaf_count=20394 54290 49 57 1946 28 11175 160 22 167 76 1951 20 20 25 20 2118 52 40 292 360 34 31 22 67 127 41 650 25 135 22 internal_value=-7.953e-12 0.00113015 0.000212306 -0.00293192 -0.0263316 0.00516121 -0.0787702 -0.118456 -0.0895978 0.00567075 0.0173701 0.0849154 0.145886 0.194293 0.255501 0.0125878 0.0345539 0.00426148 0.0254267 0.0162315 0.0489679 0.104276 0.0137928 0.0553934 0.0328723 0.0779673 0.00995118 -0.0178416 -0.094044 -0.053432 internal_weight=94416 40126 37150 22717 2323 14433 377 217 195 14376 3201 161 85 65 45 2976 818 2158 766 686 326 80 3040 257 235 168 2783 832 182 157 internal_count=94416 40126 37150 22717 2323 14433 377 217 195 14376 3201 161 85 65 45 2976 818 2158 766 686 326 80 3040 257 235 168 2783 832 182 157 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=31 num_cat=0 split_feature=12 15 4 15 4 16 16 0 13 13 12 10 4 13 0 0 16 15 15 16 0 15 12 8 13 4 7 15 10 15 split_gain=8.96016 10.7236 9.32661 46.6138 193.255 40.1676 49.3247 79.3051 72.9115 88.2897 74.6698 67.0685 88.2543 54.8669 47.5901 39.3323 37.6244 58.1573 38.8289 36.4911 36.3982 60.8198 36.3446 44.6962 33.9548 33.7089 62.505 87.0347 32.6923 31.9865 threshold=1.1806120042929369 -0.093816627220967494 -0.014273609755554219 4.6153372974626601 -0.56109886471257908 0.013753715261396739 0.021385162872545493 -0.61513801076226582 -0.4862921152881462 -0.7117881948721031 0.042505555962786414 1.8892923169913911 -0.22932472340401583 -1.0512085233069712 -0.63530122505144926 -0.190702349974954 -0.0057947305125593497 0.19414585025954553 -0.16190444531218864 -0.0099985970999861319 -0.14936776068212793 0.49655074538788424 0.68590485071993224 0.30198708708062982 -1.3207284276681237 -0.033686008489727054 0.46341871971360693 0.62268377365210192 1.0000000180025095e-35 2.0266215951366271 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 5 -5 16 7 -7 9 -9 -10 12 -12 14 -8 28 17 -1 -18 -19 21 -17 23 -14 -22 -15 27 -27 -4 -16 right_child=1 -3 15 4 -6 6 13 8 10 -11 11 -13 22 25 29 20 18 19 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.011956097934302908 0.0084279957012488287 0.098491345066577196 -0.014856307879435244 0.093030305986758322 -0.2493611447951373 -0.11850583538277232 0.085090111481787814 0.062287076634534623 -0.11339047086114684 0.26065920613504745 0.28800711698830128 -0.095451768948918297 0.20594945329995384 0.0096770642834448778 -0.051778700390741943 0.014234180308878422 -0.00011198399066613128 0.00087675093735928007 -0.010406211765116989 -0.023868143410590157 -0.072926655185945113 0.15586704113765767 -0.060372351393813188 0.0080545094311237336 -0.0011174424760718221 0.030258075416434646 -0.068394891933227578 0.25933383879838168 -0.073107868421732655 -0.18697477447844688 leaf_weight=6156 39 20 432 32 34 24 22 57 30 37 20 21 21 2129 105 150 47554 3914 3970 703 66 38 21 25 28557 43 24 27 124 21 leaf_count=6156 39 20 432 32 34 24 22 57 30 37 20 21 21 2129 105 150 47554 3914 3970 703 66 38 21 25 28557 43 24 27 124 21 internal_value=-1.90005e-11 0.0389579 -2.43598e-05 0.000643956 -0.0833532 0.000729345 0.012842 0.0545431 0.0724447 0.14037 0.026177 0.0649457 0.103662 0.00833946 -0.0506166 -0.00150336 0.000218567 0.00559306 -0.000905169 -0.00289099 -0.000994963 0.0428621 0.0486341 0.0983979 -0.00128302 0.0122646 0.0708684 0.118616 -0.0278477 -0.0743114 internal_weight=94416 59 94357 64990 66 64924 2627 256 232 94 138 108 87 2371 148 29367 62297 10773 51524 4617 28811 188 67 46 28623 2223 94 70 556 126 internal_count=94416 59 94357 64990 66 64924 2627 256 232 94 138 108 87 2371 148 29367 62297 10773 51524 4617 28811 188 67 46 28623 2223 94 70 556 126 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=31 num_cat=0 split_feature=4 0 15 16 15 15 16 15 16 12 15 0 11 7 15 16 7 11 0 4 11 7 7 16 4 15 16 16 7 7 split_gain=9.28681 42.2227 62.1895 26.0202 43.863 26.7172 26.3143 39.1304 27.8154 38.7254 41.4601 47.9379 48.8216 31.5361 29.9757 27.7563 26.3152 25.2817 25.2604 44.2276 30.119 24.4129 34.2919 28.5505 30.6561 24.1017 43.4339 36.288 44.9973 59.969 threshold=-0.32700637835456386 -0.41249770715597223 2.5110576107184825 0.00080079321964670561 2.3378411815249689 -0.43024160313138288 -0.0010233773353459613 -0.16826448239139011 -0.021706205629462662 0.035014458661636085 0.93498380291082472 -0.31974692142572819 0.075133197081968986 2.801574679945023 0.37501835394486699 -0.015767428508468361 2.6514903446598983 -0.46585205265731616 -0.53650147503445034 -0.67890820068841007 0.53917699182236312 3.236029334717752 -0.48843193301573634 -0.11182569036429083 -0.46329948325563108 -0.5006688805853392 0.00010307004428256057 0.001632260877882362 3.3624161433789088 3.2123318080937846 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 17 4 5 -1 7 16 9 -9 11 13 -13 -11 15 -10 -7 -2 19 20 -16 22 -12 24 -24 26 -3 -27 29 -29 right_child=1 25 -4 -5 -6 6 -8 8 14 10 21 12 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31 leaf_value=0.014253538147585926 -0.095013201152905832 0.019074525062831561 -0.18330905482820845 -0.0010226889363540478 -0.14409180656075479 0.012832904329177823 -0.0036217421315211276 0.035209207054703755 0.030521020380280962 0.0017384397609802587 0.029464695718553331 -0.0026804613694548611 0.20693683046102526 0.099341924787898161 -0.021139364543428834 -0.00048763820436411502 0.087369198786715674 -0.013932932691098405 -0.0017040802564723457 -0.066882978010973024 0.071662998713907744 0.037662812396883967 -0.1933983251452446 -0.040605554267425431 -0.034599331738427282 -0.003906964684033276 0.0003567751363783879 0.0018780676973141107 -0.13214264544844628 0.1410777101593633 leaf_weight=2265 40 1672 23 25146 20 3589 4725 532 306 611 45 20 25 35 209 5096 48 997 474 222 42 40 31 110 20 24308 4795 18914 25 31 leaf_count=2265 40 1672 23 25146 20 3589 4725 532 306 611 45 20 25 35 209 5096 48 997 474 222 42 40 31 110 20 24308 4795 18914 25 31 internal_value=-1.00732e-11 -0.000918872 -0.0206677 0.00107045 0.00392092 0.00408141 0.00265744 0.0052475 0.00126108 0.0136615 0.00142737 0.0139782 0.113774 0.00702655 -0.00160807 0.00126887 0.0138166 -0.0170604 -0.018019 -0.0343685 -0.00561068 -0.0338273 -0.0477089 -0.0692792 -0.131124 -0.000498051 0.00519613 -0.00134893 0.00192892 0.00210584 internal_weight=94416 50805 1060 43611 18465 18445 16180 11455 7818 1469 937 691 45 646 6349 5402 3637 1037 947 473 251 246 206 161 51 49745 6467 43278 18970 18945 internal_count=94416 50805 1060 43611 18465 18445 16180 11455 7818 1469 937 691 45 646 6349 5402 3637 1037 947 473 251 246 206 161 51 49745 6467 43278 18970 18945 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=31 num_cat=0 split_feature=16 15 0 0 0 0 12 8 16 7 4 4 13 12 15 8 8 15 10 8 0 8 10 10 16 12 7 12 10 7 split_gain=9.12347 39.9951 28.9108 45.5502 45.716 37.8935 39.9039 54.0248 32.0468 30.5452 21.1565 41.2424 34.6359 33.2546 19.8759 16.1312 58.6656 42.7728 40.3938 37.0909 43.513 30.0447 28.2178 32.4631 48.6493 26.6697 24.5071 34.5224 83.2512 70.5009 threshold=-0.032806495281493687 1.4454822406642041 -0.79358245722153953 -0.63530122505144926 -0.55666468932363389 -0.31268979642451405 0.20482903813754513 -0.37632064705168439 -0.1498107884465513 -0.081624392637635365 1.3973125510812836 0.98585177121638912 -0.40160506304499111 0.042873970584154486 0.78881350457639621 -0.54678307986868158 -0.75133804314180808 1.3757378907037769 -0.52660030795340018 -0.45380358012815619 0.58154875730077282 -0.42590972422062617 -0.0018447778581941387 0.16097028320337234 -0.074957654242616287 0.021235751822471807 0.5582088262094751 0.19722741644998465 -0.14774189958303471 0.99266348098220425 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 10 -3 -4 -5 -6 7 -7 -9 -8 11 15 13 -13 -14 16 -1 19 -18 20 -17 -21 26 24 -24 -20 -23 -28 -29 -30 right_child=-2 2 3 4 5 6 9 8 -10 -11 -12 12 14 -15 -16 17 18 -19 25 21 -22 22 23 -25 -26 -27 27 28 29 -31 leaf_value=0.0056903146886188227 -0.00022936844216377985 0.082588334679603581 -0.17042373454570769 0.10230976123518001 -0.11192023689890732 -0.15822729292241011 0.13348173591494561 0.07650703918349383 -0.070913845499356587 -0.019916936010122302 0.10207918299281078 -0.051314212688628374 -0.038290792969720711 0.061858841572843853 -0.15132789681532555 -0.02348604349654566 -0.054344575479626657 0.14026646601117176 0.15814098321945605 0.10043447368750068 -0.18142606949522383 0.004356267556459706 0.0054248999277094626 -0.0032061680208556771 -0.13071746613758689 0.060671393854167081 0.013430708950959731 0.11703055399385365 0.1126154962554574 -0.1253222703933716 leaf_weight=830 89541 20 25 24 58 33 25 29 30 27 23 68 28 42 35 103 27 23 33 33 21 1559 53 890 52 188 433 110 20 33 leaf_count=830 89541 20 25 24 58 33 25 29 30 27 23 68 28 42 35 103 27 23 33 33 21 1559 53 890 52 188 433 110 20 33 internal_value=4.46503e-12 0.0042129 -0.0331206 -0.0423405 -0.028172 -0.0436748 -0.016187 -0.0557632 0.00154727 0.0538324 0.00641042 0.00593009 -0.0419648 -0.00810268 -0.101089 0.00780981 0.0184421 0.00436791 0.0611192 0.00342274 -0.050234 0.00551304 0.00451863 -0.00941033 -0.061998 0.0752257 0.0109499 0.0281972 0.0674235 -0.0355344 internal_weight=94416 4875 271 251 226 202 144 92 59 52 4604 4581 173 110 63 4408 1078 3330 248 3307 124 3183 3150 995 105 221 2155 596 163 53 internal_count=94416 4875 271 251 226 202 144 92 59 52 4604 4581 173 110 63 4408 1078 3330 248 3307 124 3183 3150 995 105 221 2155 596 163 53 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=31 num_cat=0 split_feature=11 11 15 11 0 13 15 4 4 15 0 7 12 15 15 7 4 16 0 13 15 4 12 7 15 7 4 10 16 15 split_gain=8.72063 27.8441 44.3092 41.6013 36.2236 33.5797 98.6756 48.7393 72.7049 56.1842 38.691 27.2182 24.6131 30.7868 24.3081 83.7985 20.6027 88.837 72.4506 83.4661 58.1598 118.547 38.6088 116.629 44.1969 34.6822 34.1568 99.2863 122.961 129.184 threshold=-0.72995783820149973 -0.62622159634501784 -0.26283973244449577 -0.62726943717185113 4.6585506865736699 -0.4274816623415108 2.3378411815249689 1.2761019233885145 1.725754251926207 2.1621156136613506 0.93843765021932013 0.02106488939955516 0.58509432982625731 0.45893627506774687 4.6153372974626601 -0.76885266473267966 2.5664086052792845 0.0088157159391104543 4.6585506865736699 -0.056135659449897728 1.102411241087039 3.7589647809662083 0.040430153595746539 0.02106488939955516 2.5110576107184825 -0.82019730575127492 1.725754251926207 -0.0050492142251771016 0.013753715261396739 1.1487340487878115 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=14 2 -2 4 5 7 -7 10 -9 -10 12 -5 -4 -14 16 -16 26 20 19 -19 -18 -22 23 24 -21 -20 -1 -28 29 -29 right_child=1 -3 3 11 -6 6 -8 8 9 -11 -12 -13 13 -15 15 -17 17 18 25 22 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0024705381344231987 0.00059577660577090491 -4.0043269485440652e-06 -0.0057318678186477528 -0.16980610769242049 0.10903339982032777 -0.033290536862731146 -0.23146304907622162 0.2120240537368733 -0.056829433006544909 0.14460917371790857 -0.12409085688345574 -0.02329093162857351 -0.027410645468224738 -0.16634258360347964 -0.061906893162623704 0.20520765185356141 -0.034537925511702067 0.082216099910438059 -0.084671568274497996 -0.096674547178877732 0.23408058171763138 0.00036135204757253332 -0.2616645478066944 -0.25427104901108477 0.078517687817414611 0.075324527174234393 -0.052628605011850599 0.073192537092679255 -0.012466271909383628 0.36087327715423378 leaf_weight=9754 1578 81343 483 32 21 362 27 23 45 20 34 21 58 22 23 24 72 20 20 36 34 60 21 36 24 42 65 37 52 27 leaf_count=9754 1578 81343 483 32 21 362 27 23 45 20 34 21 58 22 23 24 72 20 20 36 34 60 21 36 24 42 65 37 52 27 internal_value=-2.72592e-11 -0.000337163 -0.0102785 -0.025226 -0.0210379 -0.0235812 -0.0470454 -0.0102562 0.0592206 0.00515168 -0.0204974 -0.111753 -0.0142413 -0.0656169 0.00273944 0.074492 0.00241203 -0.0209215 -0.0659802 -0.106571 0.0330945 0.0848981 -0.138842 -0.111975 -0.0265977 0.0237129 0.00326927 0.0463127 0.101754 0.194558 internal_weight=94416 84069 2726 1148 1095 1074 389 685 88 65 597 53 563 80 10347 47 10300 365 199 137 166 94 117 96 60 62 9935 181 116 64 internal_count=94416 84069 2726 1148 1095 1074 389 685 88 65 597 53 563 80 10347 47 10300 365 199 137 166 94 117 96 60 62 9935 181 116 64 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=31 num_cat=0 split_feature=10 15 15 7 0 12 12 7 7 7 13 0 16 16 13 10 12 7 11 16 8 11 13 15 4 15 16 10 12 11 split_gain=8.51807 85.8347 32.2918 18.581 13.3024 82.3469 215.931 165.371 121.339 284.73 141.227 139.083 187.777 84.3363 81.6556 102.837 114.368 84.92 57.589 49.6595 16.8612 105.152 155.96 135.147 86.1069 105.94 145.289 95.7636 42.7337 37.0419 threshold=5.1481174958245211 2.5110576107184825 1.0597440413455035 1.3244288537177431 5.7473642581895774 0.20563955030455505 0.2690805481041314 0.75963780251319502 -0.92288658778846544 0.021064889399555201 1.6846537477705146 6.9470755083959936 0.0084057272602198457 0.011050981446366827 -0.65768257816119846 -0.14505710154583284 0.028481239376043289 0.24224180455658115 -0.52178679393731398 0.0095796324183768673 -4.8968963463420794 -0.4211940745613319 -0.7117881948721031 0.7273079869097222 4.5219763331405263 5.9737900640389032 0.010298215047806753 0.08554972857213701 0.18708373387498456 0.057469594572495931 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 -2 20 7 -7 14 -8 19 11 -11 -13 -14 17 -16 18 -6 -17 -10 21 -1 -23 -24 25 26 29 -28 -27 -25 right_child=1 -3 -4 -5 5 6 8 -9 9 10 -12 12 13 -15 15 16 -18 -19 -20 -21 -22 22 23 24 -26 28 27 -29 -30 -31 leaf_value=0.22965563483860182 0.0043714310887248021 0.19824383485441407 -0.090478420465746348 0.1040127021670785 0.174901855699718 -0.33148309107010188 0.19679758061062208 0.29366098741690316 -0.15977271417012584 -0.091410845464893753 -0.18568034068397854 -0.071682358817197381 0.44879786357283591 0.15839081972837449 -0.18497307224151416 0.022353982666264413 0.1662466304252545 -0.077466879189014445 -0.20669194974360014 -0.36149260945942091 -4.1242553571355851e-05 -0.18273669372539264 -0.12801320087164642 0.094389368051832373 -0.070213174298405651 0.35006384338651386 -0.23492009133100511 0.064275756166519024 0.14581843435764313 0.28006709159332482 leaf_weight=23 172 24 34 21 40 26 22 21 26 28 23 20 20 20 39 23 30 20 21 23 93508 37 38 22 30 21 20 23 20 21 leaf_count=23 172 24 34 21 40 26 22 21 26 28 23 20 20 20 39 23 30 20 21 23 93508 37 38 22 30 21 20 23 20 21 internal_value=-2.20079e-11 0.0183974 -0.00061724 0.0152132 -4.90388e-05 -0.018201 -0.0619109 0.0286633 -0.0234005 -0.0536778 0.0349547 0.0926207 0.178502 0.303594 -0.00350407 -0.0535658 0.0156893 0.0907789 -0.0869634 -0.254458 2.87858e-05 0.025708 0.0054891 0.0412037 0.0821607 0.118155 0.055092 -0.0748851 0.250432 0.185069 internal_weight=94416 251 227 193 94165 402 208 194 182 160 111 88 60 40 173 113 74 60 44 49 93763 255 232 195 157 127 86 43 41 43 internal_count=94416 251 227 193 94165 402 208 194 182 160 111 88 60 40 173 113 74 60 44 49 93763 255 232 195 157 127 86 43 41 43 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=31 num_cat=0 split_feature=16 7 13 7 15 12 8 13 15 7 7 10 11 0 10 10 15 4 12 10 7 0 0 4 8 16 11 15 0 10 split_gain=8.42222 30.7218 25.7571 24.3876 23.7946 16.4433 24.4739 32.4188 31.3854 23.5344 18.1784 45.6246 23.2413 22.9051 19.7365 18.0287 17.7955 16.229 14.0929 16.2685 13.0993 15.6406 12.5395 11.6678 9.92467 30.5876 49.1121 58.8463 105.471 63.2515 threshold=0.24386242650479925 1.4508156623789008 -0.94366940934740884 -0.46473440639176927 0.39058320478146308 0.3272163753560085 0.56897113980647951 -0.049078405096301576 0.78881350457639621 -0.089523568178957763 -0.76885266473267966 -0.67974514714456624 -0.39070689621871058 0.69647907874911852 -0.50407027465503873 -0.050574480850465287 0.2848079261059735 0.094298303384013307 0.031318031960577308 -0.028995880589250636 0.73199068811856682 -0.31168163571005486 0.35572075726191793 -0.28783732461972705 -1.0668042877685064 0.014622978315309483 -0.45402642046877056 1.0203516820547636 2.1724263647173485 -1.8944071664123217 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=24 2 3 -2 -3 10 7 -7 9 -8 14 -12 13 15 -4 -13 -9 -17 19 -16 21 -14 -23 -6 25 -1 27 -27 29 -29 right_child=1 4 5 -5 23 6 8 16 -10 -11 11 12 20 -15 18 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-6.9546229967695509e-05 0.14583333887159824 0.0045208873572172943 -0.14355734911831944 0.017191381147131323 -0.068344828834826205 0.054540866240859034 -0.030351527909869738 0.0013937745405280073 0.13524878651931369 0.091804771342625227 0.11893852472305298 0.080765500837346405 0.040415379156668985 -0.070135850273072717 0.059730636963451461 0.038203509171542367 -0.11061854908695899 -0.063194241088435618 -0.094971776209198513 -0.057110815466596535 -0.12024711733279021 -0.084159211539908463 -0.0081155339275885904 -0.16645184450528838 0.00044772711451632262 -0.017547107810295632 -0.0042570161898241579 0.022446259653026407 0.048567353440232053 -0.16358406805536815 leaf_weight=8268 20 27 22 56 27 34 46 23 29 24 25 41 21 30 22 38 37 27 26 26 23 57 35 22 83270 406 1561 22 43 108 leaf_count=8268 20 27 22 56 27 34 46 23 29 24 25 41 21 30 22 38 37 27 26 26 23 57 35 22 83270 406 1561 22 43 108 internal_value=-1.4037e-11 -0.010641 -0.00372787 0.0510445 -0.0708577 -0.0108315 0.0130721 -0.0234728 0.0477713 0.0115306 -0.0225704 -0.0103428 -0.0222253 0.00700587 -0.0603993 0.0288384 -0.0676805 -0.00391556 -0.0356767 -0.00355848 -0.0514565 -0.0374548 -0.0552296 -0.112393 8.38301e-05 -0.00282756 -0.0134833 -0.0383575 -0.0871958 -0.132102 internal_weight=94416 738 662 76 76 586 193 94 99 70 393 297 272 136 96 106 60 65 74 48 136 113 92 49 93678 10408 2140 579 173 130 internal_count=94416 738 662 76 76 586 193 94 99 70 393 297 272 136 96 106 60 65 74 48 136 113 92 49 93678 10408 2140 579 173 130 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=31 num_cat=0 split_feature=10 10 11 0 11 15 4 0 16 15 16 0 15 0 0 10 15 12 7 15 15 10 11 0 16 4 4 15 4 8 split_gain=8.2187 102.651 89.9514 145.388 88.3383 71.0992 56.3147 40.9362 83.5219 78.5694 91.4617 76.3288 109.246 70.14 35.6029 33.1084 126.275 73.7276 68.4983 42.1709 37.058 32.5477 54.9445 77.9133 51.8245 35.9546 250.885 130.92 66.6179 54.0349 threshold=-0.18103339524433626 -0.37159219417973322 0.074833813988588044 2.7632085433904243 -0.30243878085357528 -0.26283973244449577 2.7468271404786795 1.5292198288923957 0.010298215047806753 2.1621156136613506 0.016622551061375824 -0.069723064239853347 1.7904346762920398 -0.092910760672414258 2.1724263647173485 -0.3772859455931904 1.4454822406642041 0.21499728168730262 1.1940924572859244 0.045227565476146335 0.85663071366741561 -0.43344400223309232 -0.39250319477899615 1.4677220253103862 0.018441319517399281 3.1920118449839001 3.7589647809662083 2.7211774549633745 0.82644959485082159 0.6140219275700215 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 5 -5 -3 -4 11 14 10 -10 13 -13 -7 -9 21 18 -18 20 -20 -17 -1 23 24 -23 28 -27 -28 -24 -30 right_child=-2 2 6 4 -6 7 -8 8 9 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 25 -25 -26 26 27 -29 29 -31 leaf_value=0.00080263827180759417 0.0007883347157140912 -0.0066190589177231168 0.010710610667972463 -0.05068663773329362 -0.3151812257511275 -0.03061784803705371 0.17430618249557236 -0.0027442887114981812 0.30816991701722146 -0.066667364402250809 0.016405065002895538 -0.066572034143040346 -0.26111756390140906 0.1606797829642892 -0.17685354335800463 0.0031605400890942085 0.028357471227645877 0.27793131609415184 0.028379194633188571 0.15891182266175749 -0.11658820167735771 -0.023513136677131258 -0.0023942826472520815 -0.24106150836683812 -0.17722022010323901 0.36715400695800782 -0.23586403896862809 0.072182967856123645 -0.080599002160348945 0.011926412029744505 leaf_weight=32482 55087 1048 483 23 28 460 22 24 22 22 21 419 31 20 23 603 20 29 55 45 27 255 2747 20 24 20 22 37 206 91 leaf_count=32482 55087 1048 483 23 28 460 22 24 22 22 21 419 31 20 23 603 20 29 55 45 27 255 2747 20 24 20 22 37 206 91 internal_value=-2.23909e-11 -0.0011042 -0.0201264 -0.029081 -0.195899 -0.0250104 0.0178375 -0.0435076 0.0136078 0.0870394 0.16568 -0.050386 -0.0799741 -0.0226471 -0.0879467 0.000267905 0.0206636 0.176064 0.0102326 0.0871189 -0.00197155 -0.000174616 -0.00945082 -0.0504026 -0.0367353 -0.00553005 0.0610739 -0.042682 -0.0072586 -0.0522495 internal_weight=94416 39329 2646 2141 51 2090 505 1042 112 65 43 930 450 480 47 36683 779 49 730 100 630 35904 3422 299 279 3123 79 59 3044 297 internal_count=94416 39329 2646 2141 51 2090 505 1042 112 65 43 930 450 480 47 36683 779 49 730 100 630 35904 3422 299 279 3123 79 59 3044 297 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=31 num_cat=0 split_feature=7 15 13 10 11 0 11 15 7 16 16 11 8 7 13 15 13 7 8 16 0 4 12 12 8 11 12 0 4 13 split_gain=8.10442 64.3998 162.713 189.368 166.837 161.71 44.1624 60.2336 125.498 116.913 102.749 80.8464 76.6767 66.5695 116.508 38.9905 84.2049 105.356 135.196 98.5836 95.5887 80.126 84.6688 166.485 107.386 91.2022 73.0408 124.914 92.6246 90.3981 threshold=0.24224180455658115 5.9737900640389032 -0.54543862796590548 0.24998061739249902 -0.098808380172333371 4.6585506865736699 3.0341857948765485 1.5226986416159061 0.86232708455038554 0.041787447695328113 0.0334969470111958 3.5012733177329816 0.042172181998343557 0.44762036863096205 -0.40597383954959831 3.5353796731623546 -0.56459403263995245 -0.13296903365623061 0.10407353802244089 0.013340596364116662 -0.21086556426413761 0.2790467601092827 0.46749638268557886 0.68590485071993224 -0.4680825584772384 -0.73065639875272159 0.024723410238089216 3.499165864945621 5.0933280419020077 -0.4862921152881462 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 4 5 -3 -4 -2 -8 9 12 11 -10 13 -9 -15 -1 17 -17 -19 -20 -18 -22 25 24 -24 -23 27 -27 -29 -28 right_child=6 2 3 -5 -6 -7 7 8 10 -11 -12 -13 -14 14 -16 16 20 18 19 -21 21 22 23 -25 -26 26 29 28 -30 -31 leaf_value=0.00055933278872515361 -0.0021820382526763732 -0.058688699986253472 0.23664303986649765 -0.20984216234474273 -0.43684573441743857 -0.090831260323524482 0.0075697640450562292 0.37142900934685835 -0.26643286618319423 -0.078231827274936702 0.1347904083403674 -0.0010380723668883243 0.050868746574435922 0.34219446569681167 0.018377927467226982 0.023585976887760419 -0.20823013216611885 0.38542817376908806 0.20278041854387885 -0.060482353687286376 0.19185532085273579 0.10686850230744545 0.066338595151901256 -0.062532435688707574 0.39011202199118483 -0.070409031850951057 -0.26149642852445448 0.31333073586225513 0.012632733157702856 -0.053456334991854919 leaf_weight=61215 30577 28 38 27 20 25 1623 23 22 23 22 24 35 20 25 140 21 21 33 25 23 47 20 36 21 56 24 20 21 161 leaf_count=61215 30577 28 38 27 20 25 1623 23 22 23 22 24 35 20 25 140 21 21 33 25 23 47 20 36 21 56 24 20 21 161 internal_value=-2.25691e-12 0.000669572 -0.0675673 0.0117324 -0.216254 0.106693 -0.00128197 0.0138646 0.066527 0.125613 -0.0429566 -0.127966 0.171132 0.233032 0.162296 0.000821739 0.0248325 0.0756882 0.168021 0.0893051 8.27289e-05 0.0102799 -6.43251e-06 0.094389 0.232174 -0.022099 -0.0435936 0.0266907 0.159315 -0.0804453 internal_weight=94416 62022 138 90 48 63 32394 1817 194 126 68 46 103 68 45 61884 669 219 79 58 450 429 406 77 41 329 282 97 41 185 internal_count=94416 62022 138 90 48 63 32394 1817 194 126 68 46 103 68 45 61884 669 219 79 58 450 429 406 77 41 329 282 97 41 185 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=31 num_cat=0 split_feature=10 10 16 11 7 8 7 7 0 16 16 16 7 10 8 15 8 13 8 0 15 13 12 15 11 4 10 15 16 10 split_gain=8.31481 33.4668 111.25 80.4259 82.3938 42.0899 49.9846 37.6317 71.9516 26.7926 30.4277 57.0638 40.4541 23.8245 43.7555 37.5784 66.7758 128.497 65.2352 37.9097 45.2319 84.0893 62.6572 70.5061 77.514 59.0601 54.9353 44.7208 67.5077 111.495 threshold=-0.52948430068368435 -0.52829036975930654 0.022199687359965463 3.0674173182418287 0.11585499589542346 0.066881730145734772 0.79518409244914545 0.32913273551112693 0.75394423947329126 0.0060763678093080503 -0.0023379267499259128 -0.0040366616667213565 1.2730842126991477 -0.6703842338037973 -3.1003991942116453 4.6153372974626601 -0.091183445413108646 -0.35086004364532281 -1.5723250791873886 1.1451105966834505 0.16015302414351537 -0.76858228943199691 -0.010030369044295896 1.0597440413455035 0.13710549741181544 1.725754251926207 -1.9191147317592887 1.3757378907037769 0.014178812385592455 -0.67693167675903798 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=13 2 5 4 -4 6 7 8 -2 10 11 12 -7 15 -15 19 17 18 -17 -1 21 -21 26 24 -24 -23 -22 -25 29 -29 right_child=1 -3 3 -5 -6 9 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 22 25 23 27 -26 -27 -28 28 -30 -31 leaf_value=-0.0010248333619823217 -0.0018655065623437159 0.00015352252754205969 0.090017412098184715 -0.0039588134735822683 0.33401779258251191 0.0014386260489884176 -0.13995932209672352 0.10260970264552507 -0.19813108832708426 0.10495001200873118 -0.0030136571524657569 0.18490627637064017 0.1468255251646042 0.096517508619817338 -0.013078223259825314 -0.20888470565831221 -0.21566937890919774 0.19130718644176212 0.020297067450440451 0.25444815596565606 0.0079273103250433585 0.14075090920641309 0.056288557344426719 0.205169437904484 -0.13632111672211339 -0.093704470145431429 -0.12315478970163636 -0.072055938905268388 0.15240748767174928 0.17783071289841945 leaf_weight=8697 169 81978 31 30 25 114 33 27 21 39 259 27 23 37 2360 27 22 21 23 24 92 21 48 26 37 22 49 57 51 26 leaf_count=8697 169 81978 31 30 25 114 33 27 21 39 259 27 23 37 2360 27 22 21 23 24 92 21 48 26 37 22 49 57 51 26 internal_value=3.3197e-12 0.000351907 0.0207318 0.128165 0.198946 0.00775527 -0.0252969 -0.00785973 -0.023558 0.0256406 0.0183284 0.0520333 0.0258466 -0.00250253 -0.0113865 -0.000198635 -0.0634444 -0.0162761 -0.103461 0.000444191 0.0286475 0.104493 0.0154826 0.0460472 -0.0275533 0.020797 -0.037626 0.0851475 0.0618596 0.00622181 internal_weight=94416 82776 798 86 56 712 250 217 190 462 423 164 137 11640 2397 9243 93 71 50 9150 453 67 386 245 85 43 141 160 134 83 internal_count=94416 82776 798 86 56 712 250 217 190 462 423 164 137 11640 2397 9243 93 71 50 9150 453 67 386 245 85 43 141 160 134 83 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=31 num_cat=0 split_feature=11 11 10 0 15 16 0 4 0 0 7 0 4 15 7 10 0 15 4 10 4 12 4 7 15 16 12 16 12 12 split_gain=8.07839 37.776 98.3965 117.09 75.8496 222.244 57.8045 174.649 78.7956 91.4732 213.797 52.1544 43.3911 75.8832 89.1866 39.0861 63.799 63.9156 44.5024 112.529 94.963 81.6 78.5667 134.863 81.5829 166.55 73.1293 101.381 69.8465 116.636 threshold=-0.39040751312532962 -0.39070689621871058 -0.44276779855030518 0.47670004299701868 5.9737900640389032 0.016622551061375824 4.6585506865736699 3.7589647809662083 1.6844765789191083 2.3387728826031124 0.32913273551112693 4.6585506865736699 1.5498033407592837 1.3757378907037769 0.076359118188811734 0.78675835141742323 2.7632085433904243 2.5110576107184825 3.1920118449839001 0.78233276497545512 4.5219763331405263 0.024440959028373687 5.0933280419020077 0.32913273551112693 4.6153372974626601 0.011050981446366827 0.029328593005189561 0.0095796324183768673 0.024011141970110585 0.022095385938997222 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 15 11 7 8 12 -10 -11 -6 13 -4 -15 18 17 -17 -1 20 28 -22 23 -23 25 26 -24 -28 29 -20 right_child=-2 2 6 -5 5 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00015568542323268658 -0.00079522985576367948 0.050245646166651316 0.0034316653648393219 0.28146077769429045 0.15391952341422441 -0.33496768359954543 0.14159474435145966 -0.25655779886245728 0.21365751790814103 0.20077919542789457 -0.23787488832138479 -0.069203122772953735 -0.14124429479241371 0.28445575975236442 0.023780372738838196 0.010484033234692379 0.089642579348223048 -0.1218044675886631 -0.1061572815808985 -0.18637908980250362 -0.08382744532011982 0.059264284716818931 0.16248226515820316 0.3345873160795732 0.18396466157653116 -0.26953179577122566 -0.080974770650483571 0.15763567074512441 -0.059235036321816141 0.12224563199837329 leaf_weight=33925 54290 116 1909 27 20 26 32 25 40 25 20 22 20 21 35 2831 101 37 36 40 56 93 29 22 22 23 69 24 421 59 leaf_count=33925 54290 116 1909 27 20 26 32 25 40 25 20 22 20 21 35 2831 101 37 36 40 56 93 29 22 22 23 69 24 421 59 internal_value=-4.51945e-13 0.00107594 0.0136059 0.0939017 0.00032459 -0.105195 0.00820753 0.00617011 0.00934315 0.103627 0.00582182 0.0370458 0.00530582 0.00679742 0.121534 0.000514473 0.0115283 0.00877738 -0.000424668 -0.0224476 -0.0147693 0.0264324 0.0483279 0.111935 0.00452679 -0.0226983 0.0238359 -0.0193979 -0.041758 0.0356929 internal_weight=94416 40126 2270 143 37856 68 2127 2095 2070 85 45 42 1985 1965 56 37788 2969 2868 34819 894 854 338 282 115 167 145 122 93 516 95 internal_count=94416 40126 2270 143 37856 68 2127 2095 2070 85 45 42 1985 1965 56 37788 2969 2868 34819 894 854 338 282 115 167 145 122 93 516 95 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=31 num_cat=0 split_feature=13 13 15 10 10 15 10 0 10 15 10 7 4 15 7 7 10 11 10 15 4 15 15 13 4 15 15 0 7 0 split_gain=7.53702 21.1771 18.954 8.08584 82.1212 98.5729 92.4192 79.4505 60.3293 97.0571 74.4224 85.2758 84.8656 65.7663 71.5224 109.94 56.4798 56.3359 73.8159 90.0085 53.5563 50.4552 48.1731 47.981 37.757 36.0022 55.7489 33.1751 40.3793 32.134 threshold=3.3552066711860875 3.4035992724678903 -0.35415851297295359 -0.0019920087182990188 -0.0021219183007443521 -0.040734545914426289 -0.0022085246890409219 1.1451105966834505 0.0017147447008054096 1.5226986416159061 0.016525674333681861 2.4184646661908888 1.823504758130053 1.9053897050325386 0.13165334697806816 -0.43708729199714108 0.034268848827465247 -0.72995783820149973 -0.002043972551277131 2.0266215951366271 1.725754251926207 1.3757378907037769 1.0597440413455035 -0.66541195197704195 0.094298303384013307 0.05454586227063199 1.252047473092831 0.33555754297273443 0.21064510239129161 0.35572075726191793 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 4 6 -6 -1 -8 9 25 11 12 22 -11 15 -15 20 18 -7 29 23 -14 24 -12 -10 -5 -27 28 -26 -20 right_child=1 -3 -4 8 5 17 7 -9 10 13 16 -13 21 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.0003955940377019707 -0.004039581432938576 -0.006665587466624049 0.105935213342309 -0.0062022544297167422 0.0097683451490930585 0.031230967740255158 -0.037512727208694627 -0.20429145880043509 0.01807337086842712 -0.26045396017531552 -0.12036178495828063 -0.17131322246222269 0.26585891732703087 0.00890088483043339 0.066988665521144866 -0.30378592428751294 -0.00064925884236877662 -0.075644537890773453 0.18210256122625793 0.32815063460306693 -0.18205761408805848 0.07168306279927493 -0.088515204188620883 -0.013926971748652817 0.059285344969895154 -0.051787020201620015 0.085992258752230558 0.03847501322000834 0.22106217830269426 0.07116519271667246 leaf_weight=64757 25 108 42 1454 690 104 266 32 621 24 50 21 23 23 25 22 25030 21 39 22 25 32 36 277 36 357 32 116 27 79 leaf_count=64757 25 108 42 1454 690 104 266 32 621 24 50 21 23 23 25 22 25030 21 39 22 25 32 36 277 36 357 32 116 27 79 internal_value=-1.23415e-11 0.0207337 0.0648998 -3.85014e-05 0.000567259 0.0296785 0.000139909 -0.0554219 -0.0014549 -0.0184869 -0.000200203 0.0278663 0.0325608 -0.117604 -0.0686265 -0.143968 -0.00120866 0.0815202 0.0950467 0.142453 -0.0409866 0.152884 0.0246448 -0.0302014 0.029737 -0.0134315 -0.040453 0.0702014 0.128618 0.107831 internal_weight=94416 175 67 94241 66010 955 65055 298 28231 1937 26294 912 891 94 70 45 25382 265 244 140 352 55 836 327 800 1843 389 179 63 118 internal_count=94416 175 67 94241 66010 955 65055 298 28231 1937 26294 912 891 94 70 45 25382 265 244 140 352 55 836 327 800 1843 389 179 63 118 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=31 num_cat=0 split_feature=16 15 0 0 0 0 12 8 13 8 0 4 7 10 16 13 0 8 8 8 8 11 15 12 8 15 7 15 0 8 split_gain=7.68003 32.3162 24.31 36.6718 37.4945 30.6342 31.3777 43.2985 28.32 26.9059 18.166 33.1565 33.376 27.9469 15.9593 24.814 15.8423 23.1562 14.9739 18.0605 42.4483 38.1729 34.8456 29.3776 26.5948 37.7236 25.7577 34.9679 30.0383 24.664 threshold=-0.032806495281493687 1.4454822406642041 -0.79358245722153953 -0.63530122505144926 -0.55666468932363389 -0.31268979642451405 0.20482903813754513 -0.37632064705168439 -0.81227005447806888 0.6326178315083747 1.5292198288923957 0.98585177121638912 -0.92288658778846544 -0.5160368030494239 -0.089616801676811131 -0.47957092066567364 0.98279672165552368 0.58092564615592868 -3.1003991942116453 -0.54678307986868158 -0.75133804314180808 3.0674173182418287 1.3757378907037769 -3.8498686017148334 -0.45380358012815619 0.7000640293646645 0.8267807946144351 0.55607969035058813 0.27405973939072487 -0.42590972422062617 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 10 -3 -4 -5 -6 7 -7 -9 -8 11 16 -13 -14 15 -15 18 -18 -1 20 23 26 24 -20 25 -21 27 -22 -29 -26 right_child=-2 2 3 4 5 6 9 8 -10 -11 -12 12 13 14 -16 -17 17 -19 19 22 21 -23 -24 -25 29 -27 -28 28 -30 -31 leaf_value=-0.04975788997402019 -0.00021044326552678504 0.076410059053450829 -0.15307262107729913 0.092732893116772186 -0.10083608181569084 -0.14158410962783929 0.13831775039434432 -0.076600759505079344 0.062949004701592703 -0.0095369747490622117 0.092614434248146915 0.062210188915820003 -0.16085380603643984 0.06273170561840137 -0.073405567320093276 -0.066990746172337703 0.0031074274796992541 0.13155515138432383 -0.10420926479703707 -0.0074713557658866907 0.053984615891426807 -0.067856531280457322 0.12603803312699513 0.010525469738337772 0.090302335984553353 -0.1291875545349386 -0.0041521689877277472 0.2039392323129707 0.053447034316403533 0.0033921959232831381 leaf_weight=47 89541 20 25 24 58 33 20 26 33 32 24 28 22 30 63 29 32 25 23 87 125 23 23 751 33 36 41 36 21 3105 leaf_count=47 89541 20 25 24 58 33 20 26 33 32 24 28 22 30 63 29 32 25 23 87 125 23 23 751 33 36 41 36 21 3105 internal_value=8.42597e-12 0.00386529 -0.0296934 -0.0381479 -0.025435 -0.0394747 -0.0147598 -0.0498541 0.0014525 0.0473302 0.00584062 0.00538591 -0.0376874 -0.0571119 -0.0384044 -0.00103018 0.00706663 0.0594441 0.00638046 0.0069935 0.0186168 0.0548022 0.00338333 0.00711604 0.00251824 -0.0430956 0.0674531 0.0835839 0.148495 0.00430616 internal_weight=94416 4875 271 251 226 202 144 92 59 52 4604 4580 172 144 122 59 4408 57 4351 4304 1020 246 3284 774 3261 123 223 182 57 3138 internal_count=94416 4875 271 251 226 202 144 92 59 52 4604 4580 172 144 122 59 4408 57 4351 4304 1020 246 3284 774 3261 123 223 182 57 3138 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=31 num_cat=0 split_feature=12 4 4 0 15 4 15 16 0 16 15 16 15 13 12 8 16 11 11 13 4 11 15 0 0 0 7 13 15 10 split_gain=7.5475 9.27234 7.56182 33.9449 51.1223 23.1547 37.9011 22.4952 29.2889 20.034 30.0612 59.1819 56.0797 40.5849 40.9676 32.5461 30.9279 29.7952 40.3579 49.2263 37.6782 29.889 28.5557 28.2287 125.057 80.1751 61.1491 48.8332 50.0674 48.197 threshold=1.1806120042929369 -0.053236109730496244 -0.32700637835456386 -0.41249770715597223 2.5110576107184825 0.18122740265213824 1.7904346762920398 0.52146716312978247 -0.53246883217661367 0.00080079321964670561 0.11635829425173494 0.020578400337765802 4.6153372974626601 -0.90737495838605675 0.022979581030280204 -0.035395741515207781 0.0039516663936978317 -0.72925927765027765 -0.45751922322488109 -0.46680065088297562 -0.48389594081173698 3.5377980551254509 1.6950513637288724 -0.55666468932363389 -0.63328490362253087 -0.67562765362981636 0.29753603334583761 1.3610282266984572 0.62268377365210192 -0.28940396892015979 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 7 4 5 6 -4 9 -9 22 16 15 13 14 -13 -12 -11 -15 20 -20 -19 23 -1 24 25 -21 -26 28 -25 -30 right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 11 12 -14 17 -16 -17 -18 18 19 21 -22 -23 -24 27 26 -27 -28 -29 29 -31 leaf_value=0.0037812731574359791 0.0073661667605241137 0.091113974723848523 -0.015065561226975305 -0.000474829562581523 -0.1660413948495103 -0.085458697891897639 0.11767368140545759 -0.15569118147804625 -0.0070881119618813205 -0.0012904111994088278 0.1983948021851204 -0.0054384616602744379 -0.10892047580029514 0.12910916810786283 -0.15277316391468049 0.030088022649288178 -0.076364068030803048 -0.14978500041365625 0.09343798314728359 0.045453758921760783 0.010019372869282962 -0.089905622243881225 -0.057243883527525068 0.097420154255011993 0.054814890176057819 -0.15955629403599436 0.26215440619624025 0.062634787581784215 0.01287976717337584 -0.094243897769375001 leaf_weight=18378 39 20 967 49709 23 45 22 21 36 24179 27 77 37 27 25 20 55 25 101 65 36 25 77 29 25 27 33 97 78 91 leaf_count=18378 39 20 967 49709 23 45 22 21 36 24179 27 77 37 27 25 20 55 25 101 65 36 25 77 29 25 27 33 97 78 91 internal_value=-1.305e-11 0.0357553 -2.23572e-05 -0.000851898 -0.0185848 -0.0153049 -0.0121128 0.000943725 -0.0618366 0.00102592 -0.000814301 0.0177266 0.011304 0.0171493 -0.0415499 0.126775 -0.00146079 0.0262348 0.0218399 0.0300993 -0.0554742 0.0164883 0.00352666 0.0224655 0.0577863 -0.0147122 0.172784 0.00450572 -0.0239717 -0.0448022 internal_weight=94416 59 94357 50766 1057 1034 989 43591 57 43534 25079 845 798 761 102 47 24234 659 632 571 61 470 18455 445 150 92 58 295 198 169 internal_count=94416 59 94357 50766 1057 1034 989 43591 57 43534 25079 845 798 761 102 47 24234 659 632 571 61 470 18455 445 150 92 58 295 198 169 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=31 num_cat=0 split_feature=16 11 11 15 11 7 11 8 7 11 10 15 8 0 16 0 7 8 10 15 15 13 4 8 8 8 16 15 8 16 split_gain=7.63281 32.752 111.259 155.732 95.9495 81.6706 72.814 116.006 106.454 81.3538 69.4515 105.668 67.0768 95.2724 76.6702 61.9703 61.8939 57.0677 156.524 103.726 103.7 101.417 64.2589 77.0199 53.4694 72.0036 68.5529 98.0042 109.343 123.343 threshold=0.0039516663936978317 -0.31780711298046116 -0.22734352159719967 5.9737900640389032 -0.22035791608497846 -0.43708729199714108 -0.32025207490973906 -0.69555033576035763 -0.7175080237140844 -0.32863480152440405 -0.14859930282717326 2.0266215951366271 0.28564201210480195 1.4082405431572949 0.0095796324183768673 1.1027678466761655 0.21064510239129172 -0.48324709469721522 0.24998061739249902 1.6950513637288724 0.57662158818994047 1.1244421759874201 0.51420557878283113 -0.42590972422062617 0.6326178315083747 0.59044497793389505 0.021385162872545493 1.0597440413455035 -0.63976261951168867 0.01069648010741033 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 3 10 5 -4 9 8 -8 24 11 12 13 -3 -14 -11 -9 18 -12 22 -20 -21 -19 -24 25 26 27 -2 -29 -30 right_child=1 2 4 -5 -6 -7 7 16 -10 15 17 -13 14 -15 -16 -17 -18 19 20 21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00047592643196344548 0.0058089511379236011 -0.041786885281492561 0.28354938233440574 -0.28264821553230285 0.00026965145493515252 0.023989421156821428 0.04835765890225216 0.057195911721404029 0.32665049784949851 -0.022299101159853094 0.054936819253376713 -0.1924023921634736 -0.26664937019702933 0.1609803621307947 -0.054450089953872696 -0.22738765581296039 -0.1015586350790479 0.033411472106645627 -0.0050235708643283162 0.022462571011139798 -0.24626875046108451 0.27458566454825578 0.12468889643039023 -0.079872259473890664 -0.0040192504018696333 0.047701795807100954 -0.0050144068738364952 0.0093153653430741237 0.21388367506985864 0.060001447484356978 leaf_weight=73752 1870 84 22 25 10606 27 27 96 28 34 62 56 21 32 90 26 33 162 28 39 49 27 21 149 3479 508 2193 415 60 395 leaf_count=73752 1870 84 22 25 10606 27 27 96 28 34 62 56 21 32 90 26 33 162 28 39 49 27 21 149 3479 508 2193 415 60 395 internal_value=1.01998e-11 0.00169863 -0.00185527 -0.0367827 0.000914662 0.140527 0.00615846 0.0684307 0.190034 0.00488251 -0.0292868 -0.069376 -0.0390259 0.0141489 -0.0945959 -0.111171 0.0165843 -0.00815965 -0.0633219 0.0111056 -0.158543 0.125604 -0.0116561 -0.0546029 0.00566313 0.0118541 0.0081625 0.0187088 0.0464362 0.0802936 internal_weight=94416 20664 11500 845 10655 49 9164 184 55 8980 820 283 227 116 111 60 129 537 139 398 77 66 332 170 8920 5441 4933 2740 870 455 internal_count=94416 20664 11500 845 10655 49 9164 184 55 8980 820 283 227 116 111 60 129 537 139 398 77 66 332 170 8920 5441 4933 2740 870 455 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=31 num_cat=0 split_feature=13 13 0 10 16 7 12 0 4 0 0 8 13 0 12 0 4 15 4 7 7 4 16 15 13 4 4 7 0 10 split_gain=7.86912 59.3099 102.635 39.6194 37.6211 36.9259 31.5371 30.7904 45.3905 48.7814 32.7425 31.379 29.8943 143.894 96.8133 31.8246 56.4327 58.1268 50.8675 34.8376 38.3918 29.2344 77.6253 56.9126 149.807 84.3811 118.182 156.392 121.369 92.9624 threshold=-0.91947310870650767 -0.86839202957571537 3.3076153291983785 5.1481174958245211 -0.0040366616667213565 -0.034229339389701324 0.022095385938997222 2.4910051504864472 0.90464999981389849 0.69647907874911852 1.3487590610042037 -0.27714249271380037 -0.84654814705267933 1.4082405431572949 0.022119946913754775 0.47670004299701868 0.41589746879466732 1.6100758957019139 1.1197011134623605 -0.95053370218309374 -0.053977278243007125 4.0962728786227762 0.0068417697626804198 2.9381905080056581 -0.93963669257392535 0.063926795207522827 1.4716029357962066 0.13165334697806816 2.9043510434147088 -0.51433684337056873 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 21 6 -5 -2 8 9 -6 11 -10 13 15 -15 16 17 -3 19 -17 -21 23 -23 -1 25 -25 27 -27 29 -28 right_child=1 12 -4 5 7 -7 -8 -9 10 -11 -12 -13 -14 14 -16 18 -18 -19 -20 20 -22 22 -24 24 -26 26 28 -29 -30 -31 leaf_value=0.0016155764003377322 -0.056070946497431877 0.0033953497690676032 -0.19246522610386213 0.014896722979122593 -0.0067133176227638777 0.18011586812014382 -0.0017680981085573832 0.09745200666199838 -0.031107424267313701 0.12024660845918041 -0.00086947095713445124 -0.18437934192445349 -0.00020608518578070753 0.027212379678435952 0.30410395573292459 0.0039621881914861275 -0.14818029000113409 0.14908837275912187 -0.087357936985790738 0.21575051840266279 0.061144832480284905 0.13434705151752993 -0.067714570249829978 -0.11211719336505566 0.30128715077245777 0.029197610041190838 -0.25601000993148143 0.38277302384376527 0.12638944534584881 0.0058847461685989852 leaf_weight=12422 331 1245 33 31 1274 24 158 28 22 31 35 34 78160 23 28 33 24 28 20 29 36 22 140 36 22 29 23 22 40 33 leaf_count=12422 331 1245 33 31 1274 24 158 28 22 31 35 34 78160 23 28 33 24 28 20 29 36 22 140 36 22 29 23 22 40 33 internal_value=-1.20917e-11 -0.00036226 -0.0176107 0.0023007 -0.0145944 0.0869923 -0.0385252 -0.00637652 -0.00845904 -0.00369741 -0.0767439 -0.124165 5.92785e-05 0.0142072 0.179231 0.00825931 0.00373582 0.00659991 0.0579794 0.0876401 0.130123 0.00193648 -0.0402741 0.00247803 0.0547384 0.0250987 0.0587026 0.18172 -0.00665058 -0.101679 internal_weight=94416 81572 1946 12844 1913 55 489 1424 1396 1305 91 56 79626 1466 51 1415 1297 1273 118 98 65 12789 162 12627 205 183 147 51 96 56 internal_count=94416 81572 1946 12844 1913 55 489 1424 1396 1305 91 56 79626 1466 51 1415 1297 1273 118 98 65 12789 162 12627 205 183 147 51 96 56 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=31 num_cat=0 split_feature=4 7 16 13 12 11 11 10 8 8 0 4 7 4 16 15 7 7 13 13 7 8 13 10 11 12 15 13 13 16 split_gain=7.6431 65.7938 47.5694 79.256 112.942 63.655 89.0159 63.1729 79.0342 153.791 71.7621 71.2116 135.918 129.028 68.0556 69.465 59.4839 70.582 82.9169 64.8823 176.046 100.095 205.842 188.102 145.715 88.3983 82.449 182.68 85.7935 117.223 threshold=1.0239744686358894 3.2123318080937846 0.009191860974182205 -1.0364218951375312 0.023237471265237983 3.5377980551254509 3.1072352696614884 1.8337689614542934 -0.46465112314632528 -0.63976261951168867 1.6844765789191083 4.0962728786227762 -0.026330163848378971 2.395414070675852 0.0068417697626804198 1.252047473092831 3.0306507706433705 0.77938574136650096 2.4922052816606013 1.821093998606709 1.5140090667094797 -2.6588571655801503 1.2857508469267633 0.24998061739249902 -0.091323802837811024 0.69680992351242632 3.5353796731623546 -0.43655527508184883 -1.0263401032038224 0.024222171496760338 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 -2 6 7 8 9 11 -9 13 -13 -5 -11 -16 17 -4 19 21 -21 22 23 24 -19 26 28 -28 -23 -30 right_child=1 -3 16 5 -6 -7 -8 10 -10 14 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 25 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.00028336436180622114 0.040971206694464142 0.15299841055163632 -0.011268476639026415 0.049046979904784987 0.30188913657551719 0.16681193870802721 -0.1845589892566204 0.017052925229072573 -0.0026912328660862054 0.040836706324931117 -0.16801493434574119 0.28643013995002814 -0.0039485086966305968 -0.067899473355907319 0.13710459760493704 0.35958607002444892 -0.13992988379562604 0.36122270794141864 0.21774074094636098 0.0890875936035187 -0.24528216640464962 -0.13164647265241064 0.4028131639957428 -0.16133316652528173 0.034494801935477132 -0.17977939119252068 0.038814109999616195 -0.26679470666473909 0.080682469415968586 -0.039678596634937009 leaf_weight=85896 79 27 5346 232 21 24 25 40 1604 31 44 27 40 159 36 23 34 21 21 31 32 29 20 29 39 24 53 31 285 113 leaf_count=85896 79 27 5346 232 21 24 25 40 1604 31 44 27 40 159 36 23 34 21 21 31 32 29 20 29 39 24 53 31 285 113 internal_value=-5.64192e-12 -0.00285679 -0.00335227 0.00862447 0.095764 0.00481093 0.00309133 0.00518938 0.00851022 0.041297 -0.0798874 0.0178134 0.11307 0.00149075 0.160802 0.223835 -0.00802885 -0.00729051 0.0219213 0.0161049 -0.080751 0.0255799 0.112923 0.0477788 0.14885 0.00778482 0.0165941 -0.0739701 0.03441 0.0465096 internal_weight=94416 8520 8493 2385 100 2285 2261 2236 2152 548 84 458 67 391 90 59 6108 6074 728 707 63 644 109 89 60 535 511 84 427 398 internal_count=94416 8520 8493 2385 100 2285 2261 2236 2152 548 84 458 67 391 90 59 6108 6074 728 707 63 644 109 89 60 535 511 84 427 398 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=31 num_cat=0 split_feature=7 10 4 0 8 16 4 8 13 11 7 7 13 10 0 4 15 13 0 0 12 4 7 4 15 15 11 15 13 15 split_gain=7.89656 20.0165 50.4151 71.9099 49.9033 81.9741 101.599 86.7063 133.323 149.662 79.2379 69.1271 79.548 73.206 94.0226 111.857 138.577 148.122 136.798 96.5055 92.7164 121.897 75.3626 67.4962 80.454 86.731 61.1247 57.1855 52.2715 47.9857 threshold=-0.13296903365623061 -0.14888510390855272 1.0239744686358894 0.71865861446722035 0.30198708708062982 0.024222171496760338 4.0962728786227762 -2.0437533586235133 -0.72523058411704833 -0.31885495380729473 -0.51607904741036437 -1.2309544339000371 0.091394562513376493 -0.3068229880748895 1.6058400431912929 5.0933280419020077 1.9053897050325386 -0.93963669257392535 2.6422292576553237 2.4910051504864472 0.57477872042795231 2.5664086052792845 -0.41338976537317401 3.4511195376773909 3.2160438033827625 2.7211774549633745 -0.62377663441574038 3.2160438033827625 -0.66541195197704195 1.102411241087039 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 5 6 7 8 -5 -10 -8 12 26 14 27 16 19 22 -19 -16 21 -15 -18 24 25 -9 -6 -13 -20 -21 right_child=-2 -3 3 4 11 -7 10 23 9 -11 -12 13 -14 20 15 -17 17 18 28 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.5463004134840128e-05 -0.00091446829854471248 0.0025473582297302713 -0.1601845655962825 0.09859901553597944 0.12147927986401502 -0.062870567499637001 0.044985787432502818 0.02042050225300376 -0.018160495030529359 -0.32739485872202906 0.30065079895271496 -0.059730608952823332 0.21547741686925292 -0.10473706091771712 -0.11421298264169399 -0.16884908269752155 -0.19910789586603642 0.3180737711841593 0.19197424702022389 0.10466321245767177 -0.025563837425179887 -0.38942193672770548 0.075414588600397126 0.20773402512073519 -0.12092856039872041 0.21360588733851912 -0.03402735585502039 -0.23561816439032557 -6.2061322701943885e-08 -0.038265750508593481 leaf_weight=16577 47211 28983 35 29 33 142 27 330 34 29 22 244 20 53 81 33 20 37 23 48 71 21 20 20 37 25 108 20 37 46 leaf_count=16577 47211 28983 35 29 33 142 27 330 34 29 22 244 20 53 81 33 20 37 23 48 71 21 20 20 37 25 108 20 37 46 internal_value=2.55737e-11 0.000914585 -0.00168242 -0.01838 -0.0152972 0.00490362 0.0223068 0.00894187 -0.0788319 -0.160506 0.159774 -0.0306411 0.0288411 -0.0433422 -0.028138 0.00623364 0.024752 0.100075 0.166847 -0.0342151 -0.1072 -0.185526 -0.0618467 0.0285418 0.0193994 0.0340251 0.00236781 -0.0730554 0.0735901 0.0347193 internal_weight=94416 47205 18222 1645 1610 695 553 504 92 63 49 915 161 754 609 345 312 137 97 175 145 74 40 412 392 355 141 264 60 94 internal_count=94416 47205 18222 1645 1610 695 553 504 92 63 49 915 161 754 609 345 312 137 97 175 145 74 40 412 392 355 141 264 60 94 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=31 num_cat=0 split_feature=15 4 0 0 15 15 4 0 0 0 16 7 7 10 10 4 10 16 15 10 7 13 13 7 8 13 0 7 7 8 split_gain=7.80265 60.4137 116.038 128.707 181.203 121.28 81.5055 68.0192 95.8817 129.017 63.2998 97.4082 129.212 89.2169 223.425 204.149 257.718 215.107 74.1217 182.127 141.837 122.614 211.625 194.253 242.864 132.939 111.312 109.369 125.469 102.951 threshold=3.2160438033827625 -0.79565120434870806 -0.55666468932363389 -0.2542164749858819 4.0010959904159478 4.0010959904159478 -0.42419928077409258 -0.15743304639780134 0.051256221495247549 0.23272515009789876 0.014622978315309483 -1.2822990749186323 -1.049273396449623 0.37543244530869468 0.24998061739249902 0.78734939236928325 0.64837371526027388 0.019085546775916992 4.0010959904159478 -0.43257546388188689 -0.034229339389701192 -0.90737495838605675 -0.41471139255881279 0.21064510239129161 -2.2855001401184332 -0.54543862796590548 4.6585506865736699 0.068459942647489294 0.9136717255689808 -0.48324709469721522 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 6 -3 -4 -5 -9 -10 -11 -12 -13 14 18 -15 -17 -18 19 -14 -21 -20 25 -24 -25 26 27 -23 -29 -26 right_child=1 2 3 7 -6 -7 -8 8 9 10 11 12 13 15 -16 16 17 -19 21 20 -22 22 23 24 29 -27 -28 28 -30 -31 leaf_value=-0.00012809057571994459 -0.13931390760200366 0.00051332375517597903 0.15984874945133926 0.17047314277062051 -0.29932150524674039 0.29755342972597909 -0.11617642718812693 -0.12890651022642852 0.16821617744132586 0.024617596141355131 -0.17856330978883697 0.18247837888843874 -0.06581586965210276 -0.14788447908229299 -0.26705622275670371 0.42325278157773227 -0.11653264679014684 0.22837423393220613 0.12298455882716824 0.0218064577318728 0.29745843465306926 -0.027192016663374726 0.11505533103854992 0.13774067374567192 -0.40362910148890124 -0.38974743174469989 0.081153549041066864 -0.46477865457534789 -0.11056261189281941 -0.09340785920619965 leaf_weight=92578 28 27 20 26 33 28 23 50 51 863 35 34 81 36 39 23 40 33 37 40 35 27 78 24 23 23 21 20 20 20 leaf_count=92578 28 27 20 26 33 28 23 50 51 863 35 34 81 36 39 23 40 33 37 40 35 27 78 24 23 23 21 20 20 20 internal_value=2.45837e-12 0.00645178 0.00870672 0.00422439 -0.123062 0.151734 0.0122074 0.009986 0.0074617 0.0117152 0.00657248 -0.0160297 -0.00733146 -0.0177404 -0.0374694 0.0551971 0.131353 0.0393842 -0.0175275 0.0381552 0.150444 -0.0471743 -0.0717676 0.00778252 -0.117102 -0.175684 -0.119736 -0.182702 -0.287671 -0.25934 internal_weight=94416 1838 1810 1755 76 55 43 1679 1653 1603 1552 689 654 620 488 132 96 73 449 156 75 293 256 145 67 111 88 67 40 43 internal_count=94416 1838 1810 1755 76 55 43 1679 1653 1603 1552 689 654 620 488 132 96 73 449 156 75 293 256 145 67 111 88 67 40 43 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=31 num_cat=0 split_feature=4 16 0 16 12 8 7 7 11 7 7 7 15 8 15 0 15 16 10 10 15 16 15 11 4 4 4 15 12 13 split_gain=8.00365 56.7168 54.1114 85.8381 72.047 115.863 169.046 96.874 64.3391 60.8939 50.823 48.3513 48.3247 88.5788 72.4072 51.6988 47.5804 76.1392 73.0875 98.0835 139.402 111.489 101.352 90.1082 59.8635 66.6629 51.7921 49.6436 76.721 45.0611 threshold=1.9408053655746684 0.0068417697626804198 1.8699781503795962 0.009191860974182205 0.19602392868684884 0.1815564710989134 -0.99792875543102777 0.19879633907930813 -0.29650101616818747 0.32913273551112693 0.076359118188811595 0.73594027588922806 0.59871733859742482 0.62044194202492886 0.45893627506774687 2.4910051504864472 0.3127958898119278 0.0060763678093080503 -0.033230932976965742 -0.44167655805776534 1.0597440413455035 0.0060763678093080503 1.102411241087039 -0.21931007525814539 2.5664086052792845 3.4511195376773909 2.7468271404786795 0.7000640293646645 0.028051422317780406 -0.37976118052195501 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 16 -1 8 9 10 -7 -8 -4 -5 -6 -11 13 14 -3 -15 17 24 19 21 23 -18 -23 -21 -2 29 -19 -20 -29 -26 right_child=1 12 3 4 5 6 7 -9 -10 11 -12 -13 -14 15 -16 -17 18 26 27 20 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=4.3438969136008904e-05 0.13532913668375265 0.080360209874131464 0.23413843425256867 -0.082390005747346506 -0.16464035851614817 -0.057911191932086298 0.35428086725296454 0.094411009979935789 0.040991140584297044 0.16049879018379296 0.023109267814003905 -0.033653570865762643 -0.0063151204174356924 -0.27767386960983281 -0.10678178623605233 -0.061968190688639881 -0.086280022621154792 -0.021155946009925434 0.2167744125466089 -0.088376822071149941 -0.25921840597875417 0.08094678108203919 0.34972259531728928 0.1266574131815057 -0.0043058055021413947 0.072056850906589934 -0.2213489791067938 -0.083605628797695758 0.15816723790551934 -0.16558462788661321 leaf_weight=89761 38 44 35 95 21 29 32 26 34 23 46 29 3651 25 39 20 25 28 37 40 24 47 20 38 41 58 24 21 35 30 leaf_count=89761 38 44 35 95 21 29 32 26 34 23 46 29 3651 25 39 20 25 28 37 40 24 47 20 38 41 58 24 21 35 30 internal_value=1.24948e-11 -0.00422263 0.000200752 0.0383644 0.0153033 0.0631028 0.139221 0.237787 0.138964 -0.0347723 -0.0357376 0.0522215 -0.00843248 -0.068827 -0.00757398 -0.181805 0.0272182 -0.00788591 0.0540049 0.019065 -0.048464 0.0939342 0.161178 0.0163834 0.0250163 -0.00747891 -0.113553 0.12689 0.0675024 -0.0724518 internal_weight=94416 4285 90131 370 301 154 87 58 69 147 67 52 3779 128 83 45 506 219 287 194 102 92 67 78 167 129 52 93 56 71 internal_count=94416 4285 90131 370 301 154 87 58 69 147 67 52 3779 128 83 45 506 219 287 194 102 92 67 78 167 129 52 93 56 71 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=31 num_cat=0 split_feature=12 12 8 15 15 0 16 16 12 8 10 8 0 7 7 15 10 12 0 0 7 0 8 7 15 7 11 11 16 7 split_gain=7.47339 34.5854 104.865 53.493 66.7246 130.738 65.9707 65.8814 47.7402 56.4744 47.6052 43.887 32.2355 55.9001 36.411 38.0982 29.6825 93.8164 105.53 137.823 132.807 87.4219 54.7074 53.7795 64.2778 259.343 163.859 129.795 193.649 119.057 threshold=0.042726604735607222 0.14713530843130976 -4.8968963463420794 0.0086716996958657849 2.5110576107184825 2.9043510434147088 0.017202056732928486 0.023163301644380477 0.083068005775407752 -0.46310153209733312 0.32977355739860575 -1.0668042877685064 0.19340688223399097 -0.48843193301573634 1.0914031752487336 1.2012321049714914 -0.18103339524433626 0.20436237961714579 2.7632085433904243 1.5292198288923957 -0.089523568178957721 1.0000000180025095e-35 0.36297722313550701 1.0677056486247669 4.0010959904159478 0.45551954417228457 0.4999578065894652 -0.033542865815297369 0.013753715261396739 -0.28700295671201631 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 -2 -4 8 6 -6 -8 -5 11 12 -10 -11 -14 15 -15 17 18 19 21 22 -3 -21 24 -18 27 -27 28 -26 -30 right_child=1 16 3 4 5 -7 7 -9 9 10 -12 -13 13 14 -16 -17 23 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.0008964192973174225 0.19751900335152944 -0.016997132702831635 -0.002994573778758267 -0.020326596391713546 0.014220845280215146 -0.12168625355698169 0.33519351392984392 0.078519710376858717 -0.069873191297054299 -0.030692229026634772 -0.16306087357041085 0.10820508320297627 0.0023904025647789244 -0.12112939631397075 -0.016801643110811709 -0.27001262450218205 0.0024997561928216468 -0.00093417851247632486 -0.21659085843069803 0.13156185925938188 0.26074413834139704 -0.074332319723022441 -0.079269326431676751 -0.0087047118184004051 -0.065786252184858868 0.41157496098814345 0.039509932771325112 -0.087111553399080652 0.33753939847151443 0.058091107876070081 leaf_weight=46852 24 1060 2147 628 32 32 20 20 25 149 57 31 40 55 20 25 28472 9410 29 20 32 355 32 4597 53 29 20 89 30 31 leaf_count=46852 24 1060 2147 628 32 32 20 20 25 149 57 31 40 55 20 25 28472 9410 29 20 32 355 32 4597 53 29 20 89 30 31 internal_value=-1.80985e-11 -0.000883001 -0.0107508 -0.0122743 -0.0298436 0.046494 0.121241 0.206857 -0.0375515 -0.06446 -0.0795389 0.0287059 -0.0630657 -0.0975204 -0.137485 -0.167655 -0.000146128 -0.00466614 -0.027649 -0.0239937 0.100458 -0.0313816 0.00181959 0.00133762 0.0029448 0.0532273 0.259712 0.00338624 0.074038 0.195525 internal_weight=94416 47564 3305 3281 1134 104 72 40 1030 402 346 56 289 140 100 80 44259 10938 1528 1499 84 1415 52 33321 28724 252 49 203 114 61 internal_count=94416 47564 3305 3281 1134 104 72 40 1030 402 346 56 289 140 100 80 44259 10938 1528 1499 84 1415 52 33321 28724 252 49 203 114 61 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=31 num_cat=0 split_feature=13 13 0 16 13 4 15 13 11 10 7 8 8 4 8 4 8 8 13 8 16 16 15 12 8 8 15 16 15 0 split_gain=7.59993 32.506 56.6849 48.3737 42.987 40.751 37.0808 148.904 158.861 36.0352 113.074 84.818 112.946 97.3887 63.3245 43.1915 37.0323 47.271 30.5399 29.704 29.6067 56.8785 119.273 42.5625 29.5413 53.5581 61.3408 37.9968 36.9552 43.4426 threshold=0.49903501636634173 1.2662593825215926 0.010929792916880562 0.050158708888668559 1.0484926767534795 0.015189244612196102 5.9737900640389032 1.5952618592916281 0.072738132334921754 0.24998061739249902 2.2920778575297311 -4.8968963463420794 -1.8074304209741199 2.7468271404786795 -1.829900461590676 3.7589647809662083 -1.5723250791873886 -1.1046356783142046 1.1244421759874201 0.60926228274068095 0.017796522407601441 0.023163301644380477 2.5110576107184825 0.028211068653706702 -0.85361551480275111 -0.21205684254707724 0.59871733859742482 0.016622551061375824 1.7904346762920398 0.81745836448421938 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 20 -3 -8 -9 11 14 13 -13 -4 -11 16 -14 -18 -19 -20 -2 -22 23 -23 -16 26 -26 -27 29 -29 right_child=1 6 3 4 -6 -7 7 8 -10 10 -12 12 15 -15 24 -17 17 18 19 -21 21 22 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.00048984990320279185 -0.0053223517079189452 0.00010135908549581017 0.25924990913271906 -0.044153435305872964 -0.17964066863059999 0.1142364580432574 0.27084905362129214 0.12319619413465262 -0.21715083786596856 0.0479520849904485 -0.23527687615049736 -0.18552489703823183 0.11140808675970351 -0.0079922691980997725 -0.11844288171560038 -0.13503543496131898 -0.10148030485822045 -0.0063723629015393166 0.0087399675133260531 0.14668778843349881 0.16581481760367753 0.091598809946547538 -0.20582279373298992 -0.0087720771650007627 -0.045183400500838355 -0.032643457762897017 0.13241095969805847 -0.12840007951726085 -0.22488809384050823 0.042452752454714346 leaf_weight=72734 3128 16780 25 67 36 30 25 32 24 89 28 37 28 30 48 25 48 507 37 27 28 85 22 84 41 245 37 46 21 22 leaf_count=72734 3128 16780 25 67 36 30 25 32 24 89 28 37 28 30 48 25 48 507 37 27 28 85 22 84 41 245 37 46 21 22 internal_value=-3.65539e-13 -0.00164324 -0.00888435 -0.0254667 -0.0915082 -0.00179374 0.00042718 0.0679245 -0.0226668 -0.0203942 -0.0392571 -0.00614829 -0.0154285 0.113481 -0.0292597 -0.00606303 -0.00107955 -0.00616784 0.00184442 0.0669367 -0.00283375 0.0327112 0.0131987 0.0417103 -0.0441985 -0.0355487 0.0390601 -0.0529723 -0.108934 -0.0731242 internal_weight=94416 21682 4821 1444 103 3377 16861 81 56 1341 577 764 709 55 549 672 647 619 571 64 3347 219 191 169 460 412 78 334 89 68 internal_count=94416 21682 4821 1444 103 3377 16861 81 56 1341 577 764 709 55 549 672 647 619 571 64 3347 219 191 169 460 412 78 334 89 68 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=31 num_cat=0 split_feature=16 10 16 15 13 12 0 16 13 8 13 15 15 11 16 16 7 15 13 7 10 7 12 15 0 10 0 15 7 7 split_gain=7.66184 32.112 86.2698 85.9421 64.0943 63.7668 81.0816 34.4655 56.6933 76.8255 33.5609 65.4339 62.9033 65.08 51.1404 141.502 173.19 69.8327 51.416 50.7926 49.0285 41.6651 41.4283 109.146 115.644 80.5002 57.3776 76.6903 39.8103 72.0206 threshold=0.0039516663936978317 2.4210728624115885 0.0099337388579404853 2.5110576107184825 0.26144078646193419 0.0062412767327924305 0.8416542216312396 0.041787447695328113 -0.68355917745771799 0.43747153006006062 1.9578703091740268 0.93498380291082472 0.17123822706326444 0.16484833073177876 0.012963555824462221 0.011050981446366827 0.44762036863096205 2.1621156136613506 2.8390189241801891 0.11585499589542338 1.3707699723853202 -0.026330163848378843 0.74232140973875838 2.1621156136613506 2.1724263647173485 0.46989155855581027 1.3487590610042037 1.3122813055184348 1.1940924572859244 1.2454370983045198 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 10 -3 5 -5 6 -4 8 9 -7 22 12 -12 19 15 21 17 -17 -16 -14 -21 -13 28 26 -25 -26 -24 -28 -2 -30 right_child=1 2 3 4 -6 7 -8 -9 -10 -11 11 14 13 -15 18 16 -18 -19 -20 20 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=-0.00047683049204585195 0.00095530077693811309 -0.22334499600387756 -0.015027686161225413 -0.010767812978836798 0.19098717789165676 -0.089158564309279126 0.21441191911697388 -0.00037670749606508202 -0.12354991689693828 0.1552860847115517 -0.033791616582419984 -0.012858299848934017 -0.016061811185974096 0.14734839241537784 -0.07376579297198492 0.13406734675168994 0.36234371199330784 -0.13019150435924529 0.027588256107548538 0.039768124687852284 0.21142660056240858 -0.19732108557224273 -0.0087222390696999243 0.27301093461258075 -0.057156832832278626 0.19709516731090845 0.11067018393500179 -0.060882085391453337 0.10330314525888991 0.012193870543639159 leaf_weight=73752 16980 21 67 31 32 36 20 66 121 20 215 24 175 45 330 20 20 20 59 99 20 25 377 35 33 20 102 35 92 1524 leaf_count=73752 16980 21 67 31 32 36 20 66 121 20 215 24 175 45 330 20 20 20 59 99 20 25 377 35 33 20 102 35 92 1524 internal_value=1.51386e-11 0.00170186 -0.0258683 -0.0153161 0.0917109 -0.0357485 0.0377171 -0.062051 -0.0850482 -0.0018569 0.00226551 -0.0151255 0.00852029 0.0353553 -0.0414302 0.0191079 0.122073 0.00193792 -0.0583933 0.0182135 0.0686183 -0.106972 0.0032185 0.0290371 0.131944 0.0387873 0.0114187 0.066843 0.00238268 0.0173808 internal_weight=94416 20664 414 393 63 330 87 243 177 56 20250 1052 554 339 498 109 60 40 389 294 119 49 19198 602 88 53 514 137 18596 1616 internal_count=94416 20664 414 393 63 330 87 243 177 56 20250 1052 554 339 498 109 60 40 389 294 119 49 19198 602 88 53 514 137 18596 1616 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=31 num_cat=0 split_feature=4 0 7 0 0 7 13 8 7 8 8 12 10 8 7 7 0 16 12 8 7 7 11 11 0 7 7 7 7 7 split_gain=8.03879 47.0833 92.6617 58.4383 58.598 87.9095 68.1088 59.7292 91.2969 114.972 107.768 52.4398 62.4611 98.9462 50.5612 48.1373 41.8342 68.243 58.1732 94.3234 136.12 82.3553 51.215 50.6563 50.3672 48.9887 39.582 38.413 182.437 203.676 threshold=1.9408053655746684 1.5292198288923957 0.19879633907930813 2.0776592575581865 1.9728105432544318 -0.41338976537317401 -0.56459403263995245 -0.19008586495155655 -0.12112027034424712 -0.51998359637069946 -0.50029333997403935 0.49948705230770379 -0.5118277325781978 0.62044194202492886 0.37652778875906107 -0.034229339389701192 1.8699781503795962 0.009191860974182205 0.19602392868684884 0.1815564710989134 -0.99792875543102777 0.44762036863096205 -0.29650101616818747 0.086659446177133712 1.9728105432544318 0.32913273551112693 0.73594027588922806 1.1940924572859244 1.5140090667094797 1.3994710213603057 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 -2 4 7 -6 14 8 9 -3 -10 12 -9 -14 -7 -8 -1 22 25 23 -21 -22 -18 24 -20 -19 -27 -5 29 -29 right_child=1 3 -4 27 5 6 15 11 10 -11 -12 -13 13 -15 -16 -17 17 18 19 20 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=6.2871810089774153e-05 0.17934332877779618 0.061561997096847614 -0.054422869980335235 -0.0049245087015860195 0.0090572999248450456 -0.16642392087727786 -0.10971464700996876 -0.12911575445107051 -0.0057646532974592072 -0.25477342754602433 0.23314106234482357 -0.18894911316724927 -0.084773414830366767 0.19747977554798127 0.055741318953888758 -0.30186945507302881 0.20837022338594713 -0.074511434290754172 -0.068996834495793219 -0.052069437503814701 0.29972159835068801 0.049022400230169294 0.036044707510839491 -0.14942238330841065 0.14798797436058522 0.14419384054515674 -0.031472101602061042 0.069796432793140406 -0.016734958134512319 0.42213939272222067 leaf_weight=89761 39 27 30 3501 55 20 22 35 41 20 35 26 27 23 21 32 35 95 23 29 38 20 34 24 20 23 29 75 235 21 leaf_count=89761 39 27 30 3501 55 20 22 35 41 20 35 26 27 23 21 32 35 95 23 29 38 20 34 24 20 23 29 75 235 21 internal_value=1.09796e-11 -0.00423189 0.0777059 -0.0055729 -0.0427646 -0.0915554 -0.149805 -0.0114884 0.0365064 -0.0730488 0.104258 -0.0646719 -0.0266576 0.0450631 -0.052632 -0.223584 0.000201192 0.0337573 0.0131951 0.0561464 0.124826 0.213274 0.123456 -0.0330344 0.0319263 -0.0318015 0.0462263 -0.00184597 0.0307158 0.146871 internal_weight=94416 4285 69 4216 384 150 95 234 123 47 76 111 85 50 41 54 90131 370 301 154 87 58 69 67 43 147 52 3832 331 96 internal_count=94416 4285 69 4216 384 150 95 234 123 47 76 111 85 50 41 54 90131 370 301 154 87 58 69 67 43 147 52 3832 331 96 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=31 num_cat=0 split_feature=7 10 4 4 16 10 11 7 4 12 16 15 12 10 15 15 15 11 16 15 12 15 0 4 12 10 7 7 4 4 split_gain=7.3702 23.4464 25.4095 19.3164 35.0129 32.6806 17.1257 16.7502 30.5772 127.821 33.2642 27.5185 59.5076 39.6306 39.1077 29.8793 23.6122 22.6383 54.1997 108.178 77.0204 47.7064 43.462 49.4829 26.0152 48.6642 41.7397 71.8545 37.3612 22.129 threshold=2.6514903446598983 1.8851525316308024 -0.85485911185533336 -0.39536288144395798 -0.011245190393559321 2.1713247832459004 0.2183381100824989 2.9556086030008086 2.0776560742600538 0.18923281916629797 -0.054805830526608292 0.62268377365210192 0.19404677021884068 -0.050841723420066813 0.27156694369934714 0.17123822706326444 0.39058320478146308 -0.20289390230442592 0.018441319517399281 2.1621156136613506 0.092523981057187274 5.9737900640389032 2.0776592575581865 -0.16076166655472707 0.2007764773024967 -0.84144174856298537 3.3150210901309749 3.4414078987921326 -0.22932472340401583 -0.41442423015370794 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 6 4 -4 -5 -3 8 10 -10 -2 14 -13 -14 15 -12 -16 18 19 22 -20 24 23 29 25 26 -19 -28 -27 -9 right_child=1 2 3 5 -6 -7 -8 17 9 -11 11 12 13 -15 16 -17 -18 21 20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.00013554238947717783 0.1247593083108465 0.017934375034129046 0.18307754072759833 -0.06156105272195958 0.048681789380867806 0.10263022008267315 -0.083151943121282823 -0.01272875607563395 -0.089760528705082832 0.25253918667634329 0.010792251976018623 0.063579480774286726 -0.21991056970913303 -0.030100608380003408 0.17205788428368776 -0.10267109581828118 0.031661903917789461 -0.044094224984291941 0.20493449598550795 -0.22332265730257386 -0.040893447427795486 0.13299462653953453 -0.15526823544324461 0.1226371473990954 0.015867989250963093 -0.03518920786620125 0.21579900880654657 0.002351328155592732 -0.15926806623737019 -0.094445362728503013 leaf_weight=92245 24 83 28 27 63 22 21 417 20 24 324 27 22 22 23 25 25 50 25 27 26 29 22 26 506 127 24 46 30 36 leaf_count=92245 24 83 28 27 63 22 21 417 20 24 324 27 22 22 23 25 25 50 25 27 26 29 22 26 506 127 24 46 30 36 internal_value=2.30517e-11 0.00575915 0.0349639 0.0627774 0.0900343 0.0121575 -0.00247729 0.00206119 0.0170805 0.0969484 0.00993783 0.00404955 -0.0532901 -0.125006 0.0143043 0.0026645 0.098935 -0.00372627 -0.0188339 -0.0283427 0.0796104 0.00704631 -0.0178348 -0.0115227 0.00238155 -0.0222543 0.0256886 0.0755334 -0.0588985 -0.0192228 internal_weight=94416 2171 244 140 91 49 104 1927 536 44 492 468 71 44 397 349 48 1391 579 528 51 812 501 479 783 277 120 70 157 453 internal_count=94416 2171 244 140 91 49 104 1927 536 44 492 468 71 44 397 349 48 1391 579 528 51 812 501 479 783 277 120 70 157 453 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=31 num_cat=0 split_feature=7 15 13 10 11 10 15 10 11 11 15 13 12 4 4 15 7 7 11 15 13 10 4 10 16 0 16 11 13 13 split_gain=7.2806 42.0739 136.491 144.846 136.986 131.47 43.3483 79.2371 62.3986 87.2755 105.872 84.9862 84.9745 69.4277 173.886 128.907 89.7892 117.555 121.104 106.926 134.527 131.754 70.9547 67.0033 135.2 114.078 139.683 156.208 66.991 49.7253 threshold=0.21064510239129172 5.9737900640389032 -0.54543862796590548 0.24998061739249902 -0.098808380172333371 -0.39260785291701822 3.5353796731623546 1.6832990224273805 -0.73065639875272159 -0.52283463476414704 4.6153372974626601 0.47685507411218192 0.3428494357893922 0.12257709892983054 1.0239744686358894 4.0010959904159478 -1.0255758698256559 -0.82019730575127492 -0.50886342373970528 4.0010959904159478 -0.65768257816119846 -0.3068229880748895 0.54395063192170612 -0.28940396892015979 0.016622551061375824 5.0618149723573396 0.015134226967406766 -0.11886704742885383 -0.4701612481942119 1.4352974272767798 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 -3 -4 -1 8 11 10 12 -8 -10 -11 15 -15 28 -18 -19 20 -20 -22 -17 25 -25 26 27 -21 -16 -9 right_child=-2 2 3 -5 -6 -7 7 29 9 13 -12 -13 -14 14 16 22 17 18 19 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00049138060140778157 -0.0011947640673942034 -0.047913037240505219 -0.032242995643002148 -0.17566475564682926 -0.39057446345686914 0.25758858418156366 0.2590539033125554 0.0001086687445640564 -0.30941315619274978 -0.07270200905219025 0.10704064399003983 0.0026107062896092732 -0.031475079195065932 0.047728972799248169 0.031536106358874931 0.16646225899457934 -0.154963240865618 0.25348746966231955 0.29802757704257971 0.38684806539898831 -0.17867858026708877 0.13989762777791304 0.42400299440259515 -0.24254435131119356 0.06016911959648133 -0.14257830585752215 -0.079604365635249363 0.031244552483161294 0.27561998851445463 -0.20363088729588885 leaf_weight=60501 33115 28 34 27 20 29 28 25 22 49 20 24 22 36 22 20 40 22 25 21 21 34 23 36 25 35 36 30 23 23 leaf_count=60501 33115 28 34 27 20 29 28 25 22 49 20 24 22 36 22 20 40 22 25 21 21 34 23 36 25 35 36 30 23 23 internal_value=-3.02379e-12 0.000645415 -0.0545087 0.0181207 -0.190689 0.101172 0.000769858 0.0262202 0.0358935 0.0261965 -0.0837301 0.140696 -0.170444 0.0403236 0.0526582 0.187336 0.0239027 0.0055721 0.0281034 0.00924995 0.105687 0.0182594 0.304217 -0.0329083 -0.118481 0.00987826 0.0712114 0.17767 0.15629 -0.0975165 internal_weight=94416 61301 138 90 48 63 61163 662 614 562 64 52 44 498 449 79 370 325 285 263 80 55 43 183 61 122 87 51 45 48 internal_count=94416 61301 138 90 48 63 61163 662 614 562 64 52 44 498 449 79 370 325 285 263 80 55 43 183 61 122 87 51 45 48 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=31 num_cat=0 split_feature=11 11 4 11 15 12 8 0 8 10 0 16 7 8 7 15 7 15 12 12 15 12 12 4 16 0 13 12 8 0 split_gain=7.47331 130.207 100.407 63.0173 92.7898 62.6907 73.7175 64.8452 62.0844 54.2961 62.418 45.3125 80.0795 50.9858 39.3563 35.2909 44.9256 34.0538 30.8801 120.288 67.8942 57.8873 86.6376 48.6308 115.661 79.3929 50.6463 140.457 49.0514 44.7787 threshold=-0.47952388058837664 -0.51095910539337175 0.33769706383159043 -0.47498323700543349 0.62268377365210192 0.72977075163748706 -1.1372030594687907 3.3076153291983785 -1.829900461590676 -0.026129209136625555 0.49887957871512051 0.014622978315309483 -0.20801120129879289 -0.43985665217439102 -0.25935584231738806 0.17123822706326444 -0.87154194676987029 0.32817509481790608 0.022979581030280204 0.022242751787544372 -0.14201716447488963 0.023495361500195409 0.024011141970110585 1.2174516196662066 0.010298215047806753 1.8699781503795962 -0.77295106593660423 0.02180065424190265 -2.6588571655801503 -0.43366908215961475 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 18 -3 4 -2 6 8 9 -4 10 -8 12 -6 -13 15 -12 -17 -7 19 23 -21 -20 29 28 25 -25 -26 -28 -1 -23 right_child=3 2 5 -5 11 17 7 -9 -10 -11 14 13 -14 -15 -16 16 -18 -19 21 20 -22 22 -24 24 26 -27 27 -29 -30 -31 leaf_value=0.06625745500797374 0.016047220141023378 -0.014877878059657006 -0.08167768986459123 0.0001997433242507925 0.17784949559718372 -0.079773601721972232 -0.13899219487394607 -0.19665420747855133 -0.30272689174722744 -0.12832195451335301 -0.03744458742439747 0.070121079906821246 -0.086283476955511362 0.28077839337013388 -0.045770179755412616 0.0013728245383217222 0.1963913835861065 0.082185071525541512 -0.057995737672916485 0.035781098691335299 0.14627428414488139 0.040322650549933316 -0.00056597670348017921 0.10064325105576288 0.041449047728545137 -0.14665613820885912 0.38029401924299155 0.049383369833230974 -0.00057875868540741894 0.22974374586095414 leaf_weight=114 733 1946 24 68952 24 20 35 34 27 63 24 20 22 27 65 21 27 37 175 143 91 26 18614 21 36 34 23 29 2985 24 leaf_count=114 733 1946 24 68952 24 20 35 34 27 63 24 20 22 27 65 21 27 37 175 143 91 26 18614 21 36 34 23 29 2985 24 internal_value=1.9275e-11 -0.00149724 -0.0240286 0.000528661 0.0279857 -0.0712629 -0.0884734 -0.0675747 -0.198704 -0.0488993 -0.0198085 0.122082 0.051525 0.191137 0.0106399 0.0615656 0.111071 0.0253575 0.000848288 0.00950853 0.0787507 -0.000749621 -0.000212862 0.0045108 0.0615262 -0.0522327 0.132626 0.195748 0.00187988 0.131245 internal_weight=94416 24638 2323 69778 826 377 320 269 51 235 172 93 46 47 137 72 48 57 22315 3476 234 18839 18664 3242 143 55 88 52 3099 50 internal_count=94416 24638 2323 69778 826 377 320 269 51 235 172 93 46 47 137 72 48 57 22315 3476 234 18839 18664 3242 143 55 88 52 3099 50 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=31 num_cat=0 split_feature=4 7 13 13 7 16 7 7 10 8 7 4 0 12 7 13 12 12 13 0 7 16 13 8 0 8 8 10 16 4 split_gain=7.67395 50.4705 38.7153 76.7338 104.263 103.604 101.124 78.1894 41.5266 60.881 60.4559 56.9526 101.551 83.3831 69.4214 41.4132 78.1463 98.797 75.5143 288.014 137.204 54.9894 53.854 97.3654 189.009 114.917 154.609 109.134 83.9834 70.4418 threshold=1.0239744686358894 3.2123318080937846 1.9578703091740268 1.8631014649971627 0.58190635283344216 0.018441319517399281 -0.20801120129879289 1.1940924572859244 0.32527992308011872 0.63339266083913948 -1.0255758698256559 1.823504758130053 2.1724263647173485 0.78685045697477507 -0.20801120129879289 1.5512380345144325 0.50110807664172319 0.40302382394617203 1.821093998606709 2.4910051504864472 1.1703949306619572 0.016622551061375824 1.2857508469267633 -1.2348315290713014 2.4910051504864472 -0.48324709469721522 -0.28644044468297686 1.8896907063775565 0.012153839019975366 2.2316131215311112 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 15 5 6 -5 -6 11 -10 -11 13 -13 14 -4 22 17 21 19 -18 -20 -17 -2 24 28 -25 -27 29 -24 -28 right_child=1 -3 8 4 7 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 18 -19 20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31 leaf_value=0.00028393568323473151 -0.0033914138805784498 0.1336421478677679 -0.081488987858648665 0.044569343436455383 0.32798863256519495 0.21320082592693243 -0.16411284762368139 0.0718372931274084 0.02103279191868369 -0.2027250297367573 0.011223024845123292 0.16070529000590678 -0.10423134978000935 0.031376375664364207 -0.30251401623090107 -0.013373236467058841 -0.023817087664473349 -0.22807207951943079 0.00065550889890148966 0.35814906384509348 -0.27912822298350787 -0.14270824051716111 -0.32318417318165304 0.28642093051563611 0.10749314929309645 -0.2185207797586918 0.068596973605700676 0.23653109419871782 -0.04935001956709173 -0.10156561377747307 leaf_weight=85896 7172 27 27 69 22 22 35 26 169 28 25 23 39 22 30 130 82 36 106 26 21 44 24 22 38 20 151 34 21 29 leaf_count=85896 7172 27 27 69 22 22 35 26 169 28 25 23 39 22 30 130 82 36 106 26 21 44 24 22 38 20 151 34 21 29 internal_value=1.61954e-11 -0.00286255 -0.00329651 -0.00186986 0.0638234 0.0160457 -0.0256602 0.18924 -0.0352488 -0.00829362 -0.101806 -0.077689 -0.0059484 -0.133992 -0.197818 -0.00330659 -0.0329474 -0.0772775 0.00666666 0.0681377 -0.0456079 -0.0460786 -0.00155047 0.0373971 -0.0567233 0.0679127 0.0473692 0.0722187 -0.195395 0.0411819 internal_weight=94416 8520 8493 8130 174 126 104 48 363 222 53 141 62 79 57 7956 445 210 235 108 127 174 7511 339 83 256 234 214 45 180 internal_count=94416 8520 8493 8130 174 126 104 48 363 222 53 141 62 79 57 7956 445 210 235 108 127 174 7511 339 83 256 234 214 45 180 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=31 num_cat=0 split_feature=16 12 7 7 0 13 4 8 8 0 8 11 12 12 0 7 0 4 4 7 16 12 0 12 11 11 12 16 0 0 split_gain=6.88402 41.6319 38.0017 54.2744 49.5607 39.0791 69.2023 30.3561 43.4128 43.2406 43.1915 40.7492 37.1638 35.0449 32.5248 68.6272 46.1025 49.9521 30.9096 44.743 29.3367 22.3048 22.1886 20.91 29.431 20.7619 22.4893 20.387 25.8076 38.6259 threshold=-0.054805830526608292 0.82914445550782634 1.8339256761330347 1.5772024710400583 -0.13626167139415871 -0.69364096939142694 -0.28783732461972705 -0.57372962374906955 -0.45380358012815619 0.58154875730077282 -0.75133804314180808 -0.3883118314716632 0.2690805481041314 -3.6935871193305103 0.90214386449878992 -0.25935584231738806 0.35572075726191793 0.37679726631312888 0.19204880958785955 0.068459942647489294 -0.074957654242616287 0.028739129611000672 0.63800575731048648 0.23135489087604397 -0.3919044285922344 3.5012733177329816 -0.012437344570567459 -0.062493536184618316 -0.59699111790200077 -0.41653035001380884 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 7 -5 6 -4 10 9 23 13 21 -12 -1 16 -16 18 -18 -13 -20 22 -10 -19 24 -9 26 -15 28 -7 -30 right_child=-2 -3 5 4 -6 27 -8 8 11 -11 12 14 -14 25 15 -17 17 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.086035953756623179 -0.00015468486495360945 0.12394879987013752 0.012922629248350859 -0.2209124738443643 -0.031719835731718278 -0.063136788496845647 0.25390366541052406 -0.06522685478840555 0.037820413999872494 -0.1858421287458876 0.095558736156837076 -0.01006548773213143 -0.033133163662361249 0.1182901127634316 -0.1788795320051057 0.0087501096115870907 0.16809109613299369 -0.0029474257781723703 -0.01770900663857659 -0.14383846532967356 -0.069563276920234784 0.003550359210441625 0.077845286668292185 -0.1068443457837458 0.068574333960010156 -0.070594143784708449 0.014805006745381752 0.11111926578662612 0.13153758109386623 -0.0027372856329127056 leaf_weight=37 91416 29 26 20 45 38 22 35 316 23 113 698 28 22 35 44 25 69 75 45 32 476 67 27 31 27 462 22 29 82 leaf_count=37 91416 29 26 20 45 38 22 35 316 23 113 698 28 22 35 44 25 69 75 45 32 476 67 27 31 27 462 22 29 82 internal_value=-5.46912e-12 0.00471356 0.0035497 0.000359276 -0.089933 0.0436412 0.123372 0.00254349 -0.00369818 -0.0630716 0.0206434 -3.86076e-05 0.0700029 0.00794329 -0.0125815 -0.0743769 -0.00775282 0.0362099 -0.0181254 -0.0650076 0.0165847 0.0172238 0.0368549 -0.032709 -0.00238084 0.0147481 0.0195089 0.0212606 0.00799285 0.0323435 internal_weight=94416 3000 2971 2752 65 219 48 2687 1998 116 689 1882 141 548 1090 79 1011 193 818 120 168 792 136 93 66 511 484 171 149 111 internal_count=94416 3000 2971 2752 65 219 48 2687 1998 116 689 1882 141 548 1090 79 1011 193 818 120 168 792 136 93 66 511 484 171 149 111 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=31 num_cat=0 split_feature=16 15 16 7 15 4 16 4 16 12 11 15 0 15 11 0 8 12 12 15 16 10 10 15 4 16 10 16 7 15 split_gain=6.78039 29.0912 52.6224 92.9551 39.2967 48.9905 36.3824 33.8238 40.9415 64.3881 41.8305 50.3339 38.5199 32.4615 42.7301 42.0849 30.9171 30.089 28.9732 28.5051 43.119 106.362 75.3141 65.827 45.3847 112.889 84.2085 59.8686 59.5548 100.145 threshold=0.0039516663936978317 0.064145515417584106 -0.0055813012991731267 3.0306507706433705 -0.26283973244449577 -0.30738742586049633 -0.0016006205478395039 -0.21941197027703477 -0.018268093615660414 0.013548166723258337 -0.0015088748235411867 0.49655074538788424 0.39503902512582567 1.252047473092831 3.0771971659589377 -0.11004949281822024 0.40426455874157213 0.022095385938997222 0.028051422317780406 -0.093816627220967494 0.0060763678093080503 -0.50582219816687191 -0.028640794397233733 0.16015302414351537 1.0239744686358894 0.012963555824462221 -0.67974514714456624 0.0095796324183768673 -0.38574265097854571 0.32817509481790608 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 16 6 -6 -4 -3 13 12 11 -11 -10 17 15 -15 18 -9 -1 -2 21 -21 -23 -24 25 26 -22 -28 -29 -30 right_child=19 7 4 -5 5 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 24 22 23 -25 -26 -27 27 28 29 -31 leaf_value=0.0016218272888594339 -0.0076191047816763294 0.00048028413494747196 0.0084815828598659177 0.22280307739973068 -0.0010570973441082526 -0.017356794671503792 -0.00065508411331081495 -0.020589488379955806 0.0012740897606193173 -0.029374613082240649 -0.0034378227224358573 -0.085852596585160312 0.084710101266702031 -0.16801731416157314 0.095703906885215226 -0.036228244791014323 0.0009618903594067115 0.0033620513756462567 0.018342473871940886 -0.089278998970985415 -0.073370220373242589 0.18931132821874186 -0.091520093610653511 0.129449860272663 -0.0030721832355083954 0.003856693564807244 0.12584676324760402 0.0065499515678958606 0.011308717641073305 0.11123896073464934 leaf_weight=1567 2885 5522 4880 20 4760 3010 40766 652 211 1231 520 181 75 28 21 180 4386 2682 3060 37 59 55 26 28 7762 9017 93 298 185 219 leaf_count=1567 2885 5522 4880 20 4760 3010 40766 652 211 1231 520 181 75 28 21 180 4386 2682 3060 37 59 55 26 28 7762 9017 93 298 185 219 internal_value=5.14172e-12 -0.000448564 0.00039638 0.00745536 -0.000797341 -0.00737139 0.000321714 -0.00511687 -0.0104633 -0.0211294 -0.0276849 -0.0366144 0.0231542 -0.00382349 -0.0402436 -0.0539691 0.0069775 -0.00132193 0.0126798 0.00160097 0.00309712 0.0572183 0.106947 0.0230569 0.002649 0.00714781 0.0418972 0.0504517 0.0404634 0.0654788 internal_weight=94416 73752 62449 9033 53416 7770 45646 11303 5781 2218 1932 1412 286 3563 229 208 9013 3334 4627 20664 17779 146 109 54 17633 9871 854 795 702 404 internal_count=94416 73752 62449 9033 53416 7770 45646 11303 5781 2218 1932 1412 286 3563 229 208 9013 3334 4627 20664 17779 146 109 54 17633 9871 854 795 702 404 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=31 num_cat=0 split_feature=10 10 15 10 0 10 15 8 7 10 7 4 10 4 16 11 10 15 15 10 15 13 12 8 10 4 7 16 12 15 split_gain=7.12633 64.7939 79.2542 75.1187 62.7215 50.3844 79.238 59.6606 67.63 58.0996 62.4314 62.8078 49.6501 52.3185 48.6957 45.9584 61.5707 71.6449 40.5562 56.5275 39.5224 38.3504 32.7851 42.938 34.6497 30.7718 35.962 56.7844 29.413 29.2236 threshold=-0.0019920087182990188 -0.0021219183007443521 -0.033876517694553722 -0.0022085246890409219 1.1451105966834505 0.0017147447008054096 1.5226986416159061 -0.46310153209733312 0.11585499589542346 0.016525674333681861 2.4184646661908888 1.823504758130053 0.034268848827465247 1.5498033407592837 0.014178812385592455 -0.72995783820149973 -0.002043972551277131 2.0266215951366271 1.0203516820547636 0.0061836343369216507 1.3757378907037769 -0.66541195197704195 0.028395275964390808 0.54107729925823789 -0.002009329995958248 0.094298303384013307 0.32913273551112693 -0.0037414374868093947 0.18536446564193379 0.05454586227063199 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 -1 -5 6 29 -8 14 10 11 18 13 21 -9 16 -4 22 25 -20 -13 -11 23 -18 -24 -7 28 -28 -27 -2 right_child=5 2 15 4 -6 9 7 8 -10 12 -12 20 -14 -15 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00042083216708255862 -0.005811892545692276 0.0088549114839757952 0.026927488548035668 -0.033989398934899419 -0.18217316786467563 0.016546317820302064 -0.24642345542088151 -0.20493501121799151 0.08949018349604948 -0.10696108113415539 -0.14580868360187327 0.23213363361099493 -0.00052428426690170264 -0.16124836244890769 -0.0034908740222454071 -0.068159115243525734 0.11624662854053357 0.29517370469190857 0.039256429130380806 -0.19011710633834203 0.060277868551202124 -0.012475777300223556 0.23621494412422181 -0.077071716375648983 0.088167926461197615 0.11593189583809088 0.033365747848382366 0.24667381634935737 0.0055636171427451905 -0.036670213197310071 leaf_weight=64757 1454 696 101 266 32 620 23 30 21 50 21 23 25171 31 20 21 27 22 22 21 32 305 25 20 43 33 26 24 90 389 leaf_count=64757 1454 696 101 266 32 620 23 30 21 50 21 23 25171 31 20 21 27 22 22 21 32 305 25 20 43 33 26 24 90 389 internal_value=-3.35458e-12 0.000569915 0.0264283 0.000190318 -0.0499017 -0.00132437 -0.0168929 -0.10645 -0.0611067 -0.000185069 0.0246163 0.028633 -0.0010701 -0.0366629 -0.124357 0.0736524 0.0861652 0.129837 0.021823 -0.0727632 0.132145 -0.0257836 0.0982071 0.0339835 0.142597 0.0269519 0.0642437 0.135754 0.0351746 -0.0123251 internal_weight=94416 66010 955 65055 298 28406 1937 94 71 26469 912 891 25557 386 50 259 238 137 836 43 55 355 115 47 68 793 173 50 123 1843 internal_count=94416 66010 955 65055 298 28406 1937 94 71 26469 912 891 25557 386 50 259 238 137 836 43 55 355 115 47 68 793 173 50 123 1843 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=31 num_cat=0 split_feature=8 10 0 7 13 16 7 4 4 15 11 11 11 4 8 12 7 7 15 11 11 16 13 11 4 11 7 8 7 7 split_gain=6.47421 23.9823 18.7864 100.99 123.649 56.2296 44.1119 27.6242 82.7878 150.442 79.6004 187.872 153.553 75.6796 329.801 126.448 105.696 146.475 71.3377 67.795 136.067 149.093 84.3186 77.3488 58.9226 58.5194 57.8368 53.726 52.6721 51.6418 threshold=-1.0668042877685064 5.1481174958245211 5.7473642581895774 1.0914031752487336 1.6846537477705146 0.0079930544183343718 1.6285471120586534 2.0776560742600538 1.9408053655746684 1.5226986416159061 -0.3883118314716632 -0.45612210212243681 -0.32025207490973906 2.5664086052792845 -2.2204144275117175 0.10933596827894888 -0.28700295671201631 -0.53977657403433155 0.55607969035058813 0.073037515428302863 0.10507150642005873 0.011425953847343134 0.040313483382584663 -0.034441015095440043 4.5219763331405263 0.024537454300596895 -0.18431367467482579 -2.0437533586235133 -0.69381049709011722 -0.034229339389701234 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 7 5 6 -4 -5 8 -1 -10 11 29 -12 14 15 -14 17 28 -18 22 -21 24 23 -20 -22 -19 -16 -13 -15 -9 right_child=-2 -3 3 4 -6 -7 -8 10 9 -11 12 27 13 16 26 -17 18 25 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0026989278127013566 0.00029296287390230731 0.091784298861468286 -0.26924730774015188 0.23509807044809516 -0.15535510372031819 -0.067727434370252831 0.045875689068010879 0.043850411625691893 -0.0050944410081879762 -0.29701498393659242 -0.16971793743306954 0.31154995262622837 0.086057121383732768 0.035273452678864656 -0.21518163043260574 0.37227390761571855 -0.19456878551121415 0.093461208062415771 0.051945057338060333 0.2427488273900488 0.14695323845371605 -0.19497291542151396 -0.25537620083145474 -0.1498908813823672 -0.067123086005449292 0.32159047382681272 0.0021508719151218732 0.10854683731767266 -0.14780744867854415 -0.089826411089381664 leaf_weight=9512 83913 27 20 22 22 45 28 132 51 27 51 32 29 55 25 33 29 22 43 23 36 34 23 34 20 23 24 22 22 37 leaf_count=9512 83913 27 20 22 22 45 28 132 51 27 51 32 29 55 25 33 29 22 43 23 36 34 23 34 20 23 24 22 22 37 internal_value=4.06103e-12 -0.00234061 -0.0025832 -0.0393709 0.0422065 -0.129734 0.129134 -0.00209573 -0.00354029 -0.106144 0.0164001 0.0664677 -0.00482631 0.0128778 0.0851601 0.238398 -0.00916428 0.0667295 -0.0474248 -0.0273911 0.0256814 -0.0297914 -0.0873631 -0.0371773 0.0704974 0.210061 -0.108733 0.228845 -0.0170354 0.0145839 internal_weight=94416 10503 10476 137 72 65 50 10339 9590 78 749 223 526 475 111 62 364 122 242 213 113 90 100 77 56 45 49 54 77 169 internal_count=94416 10503 10476 137 72 65 50 10339 9590 78 749 223 526 475 111 62 364 122 242 213 113 90 100 77 56 45 49 54 77 169 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=31 num_cat=0 split_feature=10 10 15 11 15 15 12 15 0 7 0 10 15 10 4 4 0 15 8 4 0 16 16 7 10 12 15 16 0 0 split_gain=6.37893 51.7391 51.8259 49.9807 111.056 77.1062 60.1461 59.4471 52.9678 58.1432 50.6279 71.296 64.482 197.985 49.5544 82.4631 61.6099 90.5758 60.3509 40.3745 40.3146 39.958 66.6041 44.6143 38.2038 64.7743 122.325 54.2968 31.2858 30.4063 threshold=1.8300881899516779 1.8851525316308024 1.6100758957019139 0.23929492661916221 4.6153372974626601 4.0010959904159478 -0.33024407745001821 5.9737900640389032 0.010929792916880593 -0.76885266473267966 1.4082405431572949 2.1200636992471251 0.93498380291082472 1.9926050775906796 -0.063011160350880877 -0.44437583705247746 -0.0092334213723029145 2.5110576107184825 -0.48324709469721522 0.82644959485082159 1.4677220253103862 0.029503312157717492 0.019762856206515855 -0.48843193301573634 1.7224624312152066 0.39700638513049363 0.97616131414377294 0.0031127945446404715 0.49887957871512051 -0.23405326069669855 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=24 2 21 4 20 6 8 -7 29 -10 12 -12 28 -14 15 -15 -16 18 -18 -20 -3 22 -2 -23 -1 27 -27 -26 -8 -5 right_child=1 3 -4 5 -6 7 10 -9 9 -11 11 -13 13 14 16 -17 17 -19 19 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=9.1807619275897188e-05 -0.019927333795235844 0.010939626909646559 -0.1449649586397059 0.030577746803891543 0.23946551254817416 -0.19962786138057709 -0.0045859276472247313 -1.4128148555755616e-05 0.033458996262956175 0.20370359603980825 0.17945709013746997 -0.010687712321476061 -0.34233316740264064 0.028638777999501482 0.16560953103360676 -0.16024636272025311 0.070749550908803943 0.15420559727671473 -0.22548763996362686 -0.050646981384072989 -0.055379034833688494 -0.014197665317492052 0.13147089830910166 -0.21797248557919549 0.0036874682652983772 0.038926480401271175 0.2774777285754681 -0.17865610368549825 -0.050305120418408171 -0.071911730823686001 leaf_weight=87694 925 2609 34 133 21 37 1831 25 47 35 33 49 23 38 21 59 20 22 25 28 95 22 30 21 89 206 24 20 163 37 leaf_count=87694 925 2609 34 133 21 37 1831 25 47 35 33 49 23 38 21 59 20 22 25 28 95 22 30 21 89 206 24 20 163 37 internal_value=2.10536e-12 -0.00305254 -0.0235535 0.000901304 0.0103887 -0.00894378 -0.00627917 -0.119138 0.0401123 0.106124 -0.0113357 0.065834 -0.0141733 -0.0636013 -0.0335035 -0.0862501 0.0106035 -0.023661 -0.0772646 -0.133119 0.00860964 -0.0194173 -0.0151714 -0.113716 0.00022133 0.0337268 0.0638188 -0.0297701 -0.00832325 0.00827121 internal_weight=94416 6383 1032 5351 2725 2626 2564 62 252 82 2312 82 2230 236 213 97 116 95 73 53 2704 998 955 43 88033 339 230 109 1994 170 internal_count=94416 6383 1032 5351 2725 2626 2564 62 252 82 2312 82 2230 236 213 97 116 95 73 53 2704 998 955 43 88033 339 230 109 1994 170 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=31 num_cat=0 split_feature=16 8 8 11 16 15 11 4 13 7 12 13 11 12 15 8 10 4 0 13 12 15 4 4 8 8 15 11 0 13 split_gain=6.41674 29.6903 76.6567 33.5486 28.0893 38.2808 36.6739 43.9341 28.487 27.5756 29.8032 29.9226 24.9586 23.87 32.6501 22.5304 28.0579 19.3055 42.1184 25.0509 18.9396 20.458 29.2125 30.3148 18.617 21.6044 18.0949 17.7276 17.3812 16.8929 threshold=0.1225967522113595 -0.48324709469721522 -0.46310153209733312 -0.33247688455612506 0.16744700680733313 2.0266215951366271 -0.097311464705428799 -0.38614543460789075 -0.62273236612434058 -0.7175080237140844 0.3272163753560085 -0.28028750010935993 0.25920390232899215 1.0000000180025095e-35 0.39058320478146308 -2.8858821594942126 -0.028995880589250636 0.2790467601092827 -0.055608814237424802 1.4517643541018375 0.021628727418597615 0.2848079261059735 -0.24887482464478514 0.94375020229543694 0.33652233725185693 0.6326178315083747 0.93498380291082472 -0.73135495930394334 -0.0092334213723028833 -0.76858228943199691 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 13 -3 27 6 9 8 -8 -5 -6 11 24 -9 14 -2 -15 20 18 19 -12 -17 -22 -23 26 -11 -26 -24 28 -4 -29 right_child=1 2 3 4 5 -7 7 12 -10 10 17 -13 -14 15 -16 16 -18 -19 -20 -21 21 22 23 -25 25 -27 -28 29 -30 -31 leaf_value=0.00010389059975394659 -0.019654235137360438 -0.16994263458876843 -0.088785587181337181 -0.22962798982858659 -0.063440296734156826 -0.1192298541951459 0.10066703103482724 -0.018761320024424669 -0.064727653658271517 0.062700970886751667 -0.032485722469698101 -0.074976978669800451 -0.13027082425268258 -0.08824589401483536 0.13893527020426358 -0.054425355214202269 -0.033619708225302317 -0.014178877957165242 0.17111236458378179 0.095715320551836944 0.0049321493202889415 -0.014294987432658675 0.097160158471458341 -0.0071771353296935557 -0.094558056042744573 0.0097555276538644521 0.20998357988539196 -0.030079928284575199 0.0010205977793895837 0.028661539590959052 leaf_weight=92940 21 31 32 20 69 32 20 49 22 43 35 63 34 23 34 22 87 40 28 27 81 30 44 20 26 84 21 58 66 314 leaf_count=92940 21 31 32 20 69 32 20 49 22 43 35 63 34 23 34 22 87 40 28 27 81 30 44 20 26 84 21 58 66 314 internal_value=4.6698e-12 -0.00654173 -0.0149374 -0.0104127 -0.0262494 -0.0138431 -0.0644948 -0.0323803 -0.143252 -0.00571694 0.00579437 -0.0169743 -0.0644399 0.0174176 0.0783829 0.00719477 0.0143919 0.0436254 0.0693162 0.0233438 0.0335526 0.0434276 0.0705418 0.100484 0.00690913 -0.0149004 0.133611 0.0095347 -0.0283039 0.0195029 internal_weight=94416 1476 1093 1062 592 447 145 103 42 415 346 216 83 383 55 328 305 130 90 62 218 196 115 85 153 110 65 470 98 372 internal_count=94416 1476 1093 1062 592 447 145 103 42 415 346 216 83 383 55 328 305 130 90 62 218 196 115 85 153 110 65 470 98 372 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=31 num_cat=0 split_feature=16 7 16 16 15 13 13 7 16 16 11 11 4 12 8 8 4 15 12 12 11 0 4 7 15 8 7 4 15 10 split_gain=6.53045 25.5929 54.0878 99.9678 94.4523 147.93 109.609 51.5895 46.538 46.4232 46.7859 119.303 82.094 194.53 131.311 63.9998 53.744 52.0615 162.088 70.3719 92.7615 45.5802 97.8274 45.5567 124.569 115.411 72.4836 96.1053 51.727 80.6757 threshold=0.0039516663936978317 1.7351859818665054 0.011050981446366827 0.011770632586506163 0.45893627506774687 -0.19358408947946329 -0.731951778739521 2.4698093072094838 0.013340596364116662 0.16744700680733313 -0.31780711298046116 -0.22908992297525491 0.41589746879466732 0.14713530843130976 0.32412503101287987 -0.59012495589964997 0.23987770637444597 5.9737900640389032 0.21558674508149173 0.026626885781823827 0.086659446177133712 2.4910051504864472 0.82644959485082159 1.5140090667094797 1.7904346762920398 -0.46465112314632528 1.4587148379202233 1.3973125510812836 1.0597440413455035 -0.49998740206390252 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 23 4 -4 6 -6 -3 -7 -5 10 12 16 15 14 -14 -10 -12 19 -19 20 -13 22 -21 26 28 -26 -2 -28 -25 -30 right_child=1 2 3 8 5 7 -8 -9 9 -11 11 17 13 -15 -16 -17 -18 18 -20 21 -22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.00044021913409163655 0.00098092490591264068 0.2430570825561881 0.24309064887818838 -0.10700514989870567 -0.3275387123874996 -0.148955025523901 -0.035581485224732506 0.055780012113973501 -0.10434459727899781 -0.043921557109219488 -0.036352341848870984 0.007406052011758724 0.4499592544002966 -0.085141616865344674 0.13051371771481732 0.065588921256997487 -0.26049274127930405 0.3416130542755127 -0.023184570053528097 0.049891029417730812 -0.24539556538774854 0.18769796038453934 -0.15344508897799713 -0.028183899652071749 -0.26914772156339428 -0.012908679759129883 0.030692346488672591 0.27346599054607479 0.24362995803356169 -0.013978760809667649 leaf_weight=73752 19349 20 21 27 23 20 48 32 29 83 23 47 22 23 31 94 20 21 29 263 21 20 26 165 39 32 63 22 20 31 leaf_count=73752 19349 20 21 27 23 20 48 32 29 83 23 47 22 23 31 94 20 21 29 263 21 20 26 165 39 32 63 22 20 31 internal_value=-4.90397e-12 0.00157119 0.0176651 0.0277906 -0.0389811 -0.116367 0.046371 -0.0229642 0.0219866 0.026618 0.0353695 0.0181618 0.0760107 0.157721 0.263114 0.0255233 -0.140604 0.0341499 0.13003 0.0214337 -0.070665 0.0417014 0.0315978 0.000801626 -0.0387489 -0.15366 0.0013857 0.0935279 -0.000977249 0.0870443 internal_weight=94416 20664 943 800 143 75 68 52 779 752 669 470 199 76 53 123 43 427 50 377 68 309 289 19721 287 71 19434 85 216 51 internal_count=94416 20664 943 800 143 75 68 52 779 752 669 470 199 76 53 123 43 427 50 377 68 309 289 19721 287 71 19434 85 216 51 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=31 num_cat=0 split_feature=4 16 12 12 15 12 0 13 16 15 11 11 15 11 7 0 7 12 0 12 7 12 0 10 8 8 15 7 15 11 split_gain=6.74714 24.3056 38.441 37.1353 35.3227 29.5355 26.8508 25.3127 24.5299 23.2699 43.4577 23.3274 55.9312 34.3411 23.5178 26.1188 22.8448 26.2163 43.4795 35.7476 33.6167 30.1231 29.2104 27.0337 46.9468 49.524 30.2459 26.6126 26.027 30.9893 threshold=-0.11202411595940046 -0.0034736602402901788 0.04257923888706016 0.022119946913754775 0.094168434099681952 0.022291873737059795 0.031093007206064071 -1.3207284276681237 -0.017435968124477189 -0.071829870511713273 3.2015908412587017 -0.17335477042417771 0.7000640293646645 -0.11886704742885383 1.8576232027570019 -0.45383229644879824 3.4414078987921326 0.69938882586200257 -0.190702349974954 0.21543937923294459 0.81098244353179028 0.70983952062147593 -0.11004949281822024 1.8337689614542934 0.62121674881818156 0.51174445084209685 0.57662158818994047 -0.38574265097854571 0.47777698325205392 0.55863689289212159 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 7 -4 -5 8 -1 -7 10 -9 -11 13 -13 -15 -16 17 19 20 -6 21 -19 -20 26 25 -25 28 -23 -21 -30 right_child=-2 -3 4 5 16 6 -8 9 -10 11 -12 12 -14 14 15 -17 -18 18 22 23 -22 27 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.085483651773797145 -0.0011078534099676646 -0.00039397413914624667 0.006404493893128191 0.0596179451285474 -0.022165293811671087 0.034003687996465776 -0.0849702331595696 0.010895153139113045 0.011723061437935925 -0.019039460369360404 0.1448022649027407 0.033227236295222409 0.058830967912181002 -0.021619888780131394 -0.030960286077525878 0.099944755264690946 0.028934185211608184 -0.082868931344465213 -0.18162713038424652 0.010727363847596542 -0.061055683074792956 -0.021968769450235157 -0.035268141567707065 -0.014731994395454726 -0.061189531404749455 0.11585628615843285 -0.015430957761121637 0.045252651936276173 0.029164813667814312 0.13533295950776822 leaf_weight=36 34744 47170 3682 166 901 653 26 793 2031 734 25 180 159 628 27 35 161 38 30 921 136 113 25 135 166 37 397 123 107 37 leaf_count=36 34744 47170 3682 166 901 653 26 793 2031 734 25 180 159 628 27 35 161 38 30 921 136 113 25 135 166 37 397 123 107 37 internal_value=-9.19867e-12 0.000645047 0.00456527 0.010829 -0.000343632 0.0186722 0.0161641 0.00220949 0.0171438 0.00104798 0.0149877 -0.00541979 0.00429531 -0.00567155 -0.0158191 0.0429377 -0.0078118 -0.00968044 -0.0316118 -0.00590476 -0.0204122 -0.000238738 -0.1151 0.00223454 -0.0232533 0.0133597 0.00812706 0.0130661 0.0169088 0.0564441 internal_weight=94416 59672 12502 5493 7009 2876 2710 2617 2684 2581 818 1763 1029 870 690 62 3327 3166 465 2701 410 274 55 1800 338 172 1462 236 1065 144 internal_count=94416 59672 12502 5493 7009 2876 2710 2617 2684 2581 818 1763 1029 870 690 62 3327 3166 465 2701 410 274 55 1800 338 172 1462 236 1065 144 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=31 num_cat=0 split_feature=10 15 0 15 15 4 4 7 8 10 10 7 12 16 0 16 15 13 12 15 4 7 15 13 10 15 7 7 16 7 split_gain=6.59882 66.0779 27.7592 48.1516 35.4562 21.7929 24.2863 24.6411 10.4886 52.8966 25.1522 89.635 35.4789 28.0161 170.345 94.3233 126.742 94.3392 65.9938 73.8634 49.4907 33.7357 26.5785 77.4307 70.729 124.142 75.6587 42.5903 39.5928 137.015 threshold=5.1481174958245211 2.5110576107184825 -0.4719791893090633 1.0597440413455035 0.16015302414351537 -0.32896138847864076 0.18122740265213824 0.11585499589542346 -3.1003991942116453 2.4210728624115885 1.8896907063775565 1.2967817393231147 0.78707150574759621 0.019762856206515855 2.6422292576553237 0.013753715261396739 5.9737900640389032 -0.4274816623415108 0.70108353312029548 0.85663071366741561 1.3973125510812836 3.2123318080937846 0.064145515417584106 1.6846537477705146 -0.74610296185759772 5.9737900640389032 0.9136717255689808 2.9042639619822137 0.0088157159391104543 -0.13296903365623061 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 4 5 -2 -4 7 -7 9 10 12 -12 13 15 -15 18 20 -18 21 -20 -17 22 -1 24 26 27 -24 28 -26 -30 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.0081149547544781958 0.0012662895596944369 0.17398955669874949 -0.075841901251780142 -0.14381169136613609 0.14618339085578919 0.012768278070367301 -0.046087109413929288 0.14327406960984934 7.3567356903708582e-05 -0.14533077111201628 -0.030324391366505044 0.22373374374860544 -0.11349796960130334 -0.0038480365581143325 0.28875938301736659 -0.07294656763253074 -0.085521277501469567 -0.38526598715356419 0.0093781549119739804 0.24740453741767188 0.084685309198019768 0.11239253743128344 -0.27733730860054495 -0.18715911587079367 -0.048362287114231066 0.16658033315952009 -0.0022761231660842897 -0.1605249473317103 -0.11635377590358259 0.20062874587873619 leaf_weight=281 52 24 28 28 25 39 32 23 93027 28 41 21 32 208 22 69 21 21 32 22 28 22 20 30 104 39 20 22 25 30 leaf_count=281 52 24 28 28 25 39 32 23 93027 28 41 21 32 208 22 69 21 21 32 22 28 22 20 30 104 39 20 22 25 30 internal_value=8.58071e-12 0.0161927 -0.000490704 -0.0255455 0.0483173 0.00159759 0.0246647 0.0611817 -4.31621e-05 -0.00958533 -0.00616112 0.0557276 -0.00982248 -0.00655711 0.0241405 -0.0155399 -0.0902781 -0.235394 0.000516725 0.106352 -0.0274446 -0.00912088 -0.0138027 -0.0350401 -0.0174879 0.00475193 -0.139807 -0.0301172 -0.0120733 0.0565458 internal_weight=94416 251 227 150 77 122 94 62 94165 1138 1110 62 1048 1016 230 786 139 42 647 54 97 593 571 290 260 220 40 181 159 55 internal_count=94416 251 227 150 77 122 94 62 94165 1138 1110 62 1048 1016 230 786 139 42 647 54 97 593 571 290 260 220 40 181 159 55 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=31 num_cat=0 split_feature=16 12 7 7 0 13 4 8 10 8 0 11 8 12 0 7 0 4 4 15 16 4 0 12 10 8 0 12 7 12 split_gain=6.64035 33.9278 30.6758 43.6313 39.8677 32.2163 55.6579 23.2428 36.9232 34.9715 34.6811 31.2609 27.5605 27.5611 25.4247 54.2979 37.2428 40.6896 26.082 25.9611 25.7691 19.6707 20.1298 19.1375 25.193 39.4955 33.3378 21.6471 30.1459 18.087 threshold=-0.054805830526608292 0.82914445550782634 1.8339256761330347 1.5772024710400583 -0.13626167139415871 -0.69364096939142694 -0.28783732461972705 -0.57372962374906955 -0.52660030795340018 -0.45380358012815619 0.58154875730077282 -0.3883118314716632 -0.75133804314180808 0.021235751822471807 0.90214386449878992 -0.25935584231738806 0.35572075726191793 0.37679726631312888 0.23987770637444597 0.064145515417584106 -0.11182569036429083 -0.17067441968170813 0.031093007206064009 0.028395275964390808 -0.14360211422244615 0.53609648664162324 -0.0092334213723029458 0.32876371676575394 2.2920778575297311 0.028739129611000672 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 7 -5 6 -4 8 -1 10 -9 29 -10 -14 16 -16 18 -18 -13 -20 -19 -15 -23 -7 26 -26 -25 -27 -29 -11 right_child=-2 -3 5 4 -6 23 -8 9 12 11 -12 14 13 21 15 -17 17 20 19 -21 -22 22 -24 24 25 27 -28 28 -30 -31 leaf_value=-0.034316751538767475 -0.00015192248425419 0.11226828041775475 0.012938701354253752 -0.19771917417645457 -0.028033204409811233 -0.056323645796094626 0.22905416194010866 -0.028888360098485024 0.017007212856163582 0.034160541724177859 -0.16603017271212911 -0.0092675912551035602 0.17145192553712563 -0.023442819621413948 -0.15808267193181175 0.0088128440251404594 0.15231775456666949 0.049084960092243154 0.020270422458648685 -0.099639700533678904 -0.030199712257779822 0.15046806621054809 0.040399198096107557 0.17650206424295903 0.117755326628685 -0.11578060594343005 0.0016887781769037249 0.097534832784107753 -0.055730670961466701 0.003300292007483253 leaf_weight=111 91416 29 26 20 45 28 22 93 450 316 23 728 22 28 35 44 25 97 25 65 71 24 54 24 24 21 20 21 33 476 leaf_count=111 91416 29 26 20 45 28 22 93 450 316 23 728 22 28 35 44 25 97 25 65 71 24 54 24 24 21 20 21 33 476 internal_value=1.40751e-11 0.00462938 0.00357872 0.000712264 -0.0802443 0.0395992 0.111992 0.00267065 0.0185086 -0.00279099 -0.0560803 0.000493582 0.0286533 0.0695964 -0.0104924 -0.0651282 -0.00622317 0.0332902 -0.015546 -0.0663313 0.0155777 0.0484565 0.0742665 0.0192785 0.0340817 0.00609954 0.0970415 -0.0296303 0.00387258 0.0156132 internal_weight=94416 3000 2971 2752 65 219 48 2687 689 1998 116 1882 578 128 1090 79 1011 193 818 90 168 106 78 171 143 99 44 75 54 792 internal_count=94416 3000 2971 2752 65 219 48 2687 689 1998 116 1882 578 128 1090 79 1011 193 818 90 168 106 78 171 143 99 44 75 54 792 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=31 num_cat=0 split_feature=7 15 11 12 7 12 7 12 7 15 11 11 10 10 16 7 13 16 10 7 13 11 11 16 16 15 7 0 4 15 split_gain=6.78018 38.623 205.476 242.061 197.09 162.037 154.795 148.259 81.8557 41.3497 118.244 58.9727 56.1457 117.86 99.7717 179.952 95.6752 152.002 132.578 208.35 90.9296 74.6432 66.1244 82.0997 44.962 42.648 105.235 63.7605 72.1926 34.9494 threshold=0.24224180455658115 5.9737900640389032 -0.39070689621871058 0.16887177109202425 2.1380439344739455 0.50155017418736492 1.0677056486247669 0.022119946913754775 2.9042639619822137 3.5353796731623546 3.5276190299505013 3.0597331521783855 0.37588527299607516 0.69668028418400862 0.011425953847343134 0.45551954417228457 -0.79042617195503284 0.013340596364116662 -0.054142664048294827 1.1703949306619572 -0.66541195197704195 -0.070965752487909942 -0.3919044285922344 0.027946481399224732 0.014622978315309483 3.2160438033827625 1.4587148379202233 1.1451105966834505 4.0962728786227762 5.9737900640389032 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=29 9 -3 7 5 6 -5 -4 -6 25 11 12 14 -14 20 21 -17 -18 22 -20 -11 -16 -19 -24 -15 -2 27 -27 -29 -1 right_child=1 2 3 4 8 -7 -8 -9 -10 10 -12 -13 13 24 15 16 17 18 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.00072452883778763831 -0.0012695322712991284 -0.17957609142694209 0.07615543646471841 0.15793676386619437 -0.30285595372319224 0.31003339772041028 -0.18945324900357619 0.38900762146169487 -0.047899010941824499 -0.12719381630420687 0.17464889269322159 -0.20084542110562326 0.19485815823078156 0.057011511921882634 -0.35615184875826045 0.10923169505070239 -0.29610440662273996 0.028367196378253759 0.33470983625877476 -0.081973390600511009 0.12821189064694488 -0.10674726925790311 -0.29882419070711846 -0.031509546282468368 -0.11658774892220627 -0.090677078006168213 0.26185520993811745 0.16834410685631965 -0.050333517746856585 -0.049656114160366686 leaf_weight=61884 31612 36 28 29 20 26 23 33 34 20 26 23 30 25 30 34 26 21 21 28 46 20 27 20 37 36 21 36 26 138 leaf_count=61884 31612 36 28 29 20 26 23 33 34 20 26 23 30 25 30 34 26 21 21 28 46 20 27 20 37 36 21 36 26 138 internal_value=-1.78484e-11 -0.00117257 0.0397502 0.0806608 0.00452973 0.1062 0.00428349 0.245403 -0.142328 -0.00146392 -0.0321217 -0.0452983 -0.0360059 0.0321444 -0.0574046 -0.0888697 -0.0415476 -0.0773972 -0.0287956 0.0966051 0.0508162 -0.25639 -0.119158 -0.185073 -0.046588 -0.0010446 0.0587084 0.015177 0.0766406 0.000612431 internal_weight=94416 32394 229 193 132 78 52 61 54 32165 434 408 385 92 293 227 177 143 117 49 66 50 68 47 62 31731 119 98 62 62022 internal_count=94416 32394 229 193 132 78 52 61 54 32165 434 408 385 92 293 227 177 143 117 49 66 50 68 47 62 31731 119 98 62 62022 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=31 num_cat=0 split_feature=13 4 4 7 15 0 13 15 4 15 15 0 12 8 11 8 0 0 0 11 13 11 15 10 15 15 13 15 13 11 split_gain=6.52492 18.6792 11.9133 11.6941 11.4702 9.10471 7.52569 60.7909 92.9591 40.037 32.5943 63.5552 74.0764 46.3991 39.5679 31.9205 29.1528 48.5032 40.148 33.3785 28.6521 28.9943 73.4196 47.9013 57.8453 28.4665 25.343 22.2592 18.6061 105.413 threshold=3.3552066711860875 -0.072786210971265447 -0.5225762420155543 0.13165334697806816 -0.30176954288038799 -0.43770172501745147 2.0845648278076361 4.6153372974626601 2.5664086052792845 2.9381905080056581 2.3378411815249689 0.93843765021932013 1.0982099339802853 0.31261331790254582 -0.43736076160390042 0.63339266083913948 0.58154875730077282 0.43516382156130079 0.63800575731048648 -0.45996418515415816 2.0284428527099898 0.26095030370704753 0.45893627506774687 1.6832990224273805 0.49655074538788424 0.93498380291082472 2.2764549342792297 0.44249758782887877 2.0143283440027973 0.074833813988588044 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 4 -3 -2 -4 20 8 9 10 11 16 13 26 15 -15 17 -8 -18 -20 28 22 -22 -23 -25 -24 -13 -19 -1 -30 right_child=1 3 5 -5 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 18 27 19 -21 21 23 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.00010134814653748846 -0.0072595986890895614 0.026236155309847426 -0.080332428553984286 0.13308019280433656 0.083313496477246562 -0.0033071474090479967 -0.00087068909934840235 0.12264399361620482 -0.17074325558017284 -0.10652141178909101 0.092706902942487179 -0.25926194161176686 0.096755208462476733 0.070959039250268571 -0.12052501400514526 -0.076340425227369585 0.15269674561651692 -0.14503214514578064 -0.050582801605143203 0.073503031962267734 0.016234830321603212 0.063737547056350333 0.24611485925587742 -0.0062945895494870207 -0.1961999133601785 0.092875001731294177 -0.10534569847842921 -0.022117292422514697 0.0082193159322231646 -0.14058998007507575 leaf_weight=90425 29 21 21 20 27 57 2715 37 34 38 35 20 25 31 49 28 28 34 41 46 119 70 22 81 20 27 23 26 205 62 leaf_count=90425 29 21 21 20 27 57 2715 37 34 38 35 20 25 31 49 28 28 34 41 46 119 70 22 81 20 27 23 26 205 62 internal_value=1.00524e-11 0.0192915 0.00121976 0.0783552 0.0364096 -0.0240447 -3.58232e-05 -0.0047946 -0.00628065 -0.00449927 -0.00324908 -0.00434447 -0.0626866 -0.0890842 -0.0541067 0.00105421 -0.000791457 -0.00283606 0.0485457 0.0150258 0.000131984 0.02915 0.0586553 0.000162388 -0.0438996 0.161677 -0.176935 -0.091769 2.35168e-05 -0.0263357 internal_weight=94416 175 134 41 56 78 94241 3210 3173 3139 3101 3066 176 151 108 59 2890 2775 115 87 91031 339 168 171 101 49 43 60 90692 267 internal_count=94416 175 134 41 56 78 94241 3210 3173 3139 3101 3066 176 151 108 59 2890 2775 115 87 91031 339 168 171 101 49 43 60 90692 267 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=31 num_cat=0 split_feature=16 15 4 8 8 16 0 13 13 16 8 4 10 8 10 13 8 13 8 8 10 12 15 12 0 11 0 15 4 7 split_gain=6.78744 25.0173 45.6426 37.5373 98.9341 119.037 78.5213 94.1835 148.231 80.9609 148.691 80.0142 103.82 145.292 143.045 117.397 106.301 102.383 87.7704 102.675 125.925 215.476 160.556 127.129 105.545 81.4999 78.412 90.5569 94.527 97.5873 threshold=0.0039516663936978317 -0.26283973244449577 1.3357297321728603 0.31792643331350362 0.54417663964661978 0.014178812385592455 -0.67562765362981636 -0.41034261605420547 -0.86839202957571537 0.014622978315309483 -0.28644044468297686 0.90464999981389849 -0.52233927364919586 -0.68470272069604243 -0.13887587988967623 -0.54543862796590548 -0.41019175779654199 2.0284428527099898 -1.6459338504618726 -1.829900461590676 0.24998061739249902 0.50155017418736492 2.5110576107184825 0.013548166723258337 2.1724263647173485 -0.39609579189956662 1.064457739526717 0.53447710195067477 0.90464999981389849 0.11585499589542346 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 -2 6 5 -5 7 8 -3 26 11 -11 -13 18 16 -16 -15 -17 19 20 23 22 -22 -14 25 -21 27 -8 -29 -30 right_child=1 3 -4 4 -6 -7 9 -9 -10 10 -12 12 13 14 15 17 -18 -19 -20 24 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00044879748931368654 -0.015051327572989801 0.22137968164114727 0.050598205286159853 0.013827222787097275 0.003474079959823238 -0.037080396295030231 0.017656135180775353 0.263632762661347 -0.13900758554041387 -0.00061954045246467382 0.025985192298560496 0.041777122906823727 0.27432128548622131 -0.1722571926530112 0.093296883049710053 -0.091306659008967145 0.0073525389097630987 0.14162712366808028 0.042499799659159392 -0.28562947258066673 -0.064206319279742963 0.092523993049851733 -0.38672346894083354 0.01030279148037091 0.023348783132516676 -0.07985101059863442 0.0086367572341880146 0.048924751372893996 0.079894319414228643 0.26556545685355865 leaf_weight=73752 1491 21 114 676 8361 1433 540 26 25 2865 1584 173 20 187 58 186 40 21 212 39 33 36 29 207 36 38 1818 278 69 48 leaf_count=73752 1491 21 114 676 8361 1433 540 26 25 2865 1584 173 20 187 58 186 40 21 212 39 33 36 29 207 36 38 1818 278 69 48 internal_value=-9.47804e-12 0.00160181 -0.0103884 0.00261152 -0.00140804 -0.0207629 0.00751138 0.111503 0.025517 0.00663227 -0.000105801 -0.00999291 -0.0304148 -0.041351 -0.0823489 -0.032444 -0.140608 -0.0676757 -0.0103188 -0.0358839 -0.00733484 -0.102071 -0.215061 0.0335643 -0.117994 -0.184076 0.0207399 0.044273 0.0806606 0.156067 internal_weight=94416 20664 1605 19059 10470 2109 8589 72 46 8517 5764 4180 1315 1142 492 265 227 207 650 438 325 98 62 227 113 77 2753 935 395 117 internal_count=94416 20664 1605 19059 10470 2109 8589 72 46 8517 5764 4180 1315 1142 492 265 227 207 650 438 325 98 62 227 113 77 2753 935 395 117 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=31 num_cat=0 split_feature=15 16 8 16 4 16 15 16 16 15 11 0 15 11 12 10 7 8 8 11 11 10 7 12 13 16 15 11 7 4 split_gain=6.7393 61.4467 21.8024 19.0687 42.3269 42.9461 42.1364 35.3672 34.9641 86.2092 132.056 83.497 117.071 98.272 94.1551 79.5961 74.0561 65.7166 134.295 60.6 50.0638 71.8178 50.2989 43.5463 42.456 51.5961 70.7275 45.4895 42.1896 40.6197 threshold=-0.43024160313138288 0.00093411003785938342 0.25284078029660367 0.0019386098515812207 -0.26884482716327529 -0.0051834511262455378 -0.064206324870415957 -0.00094424785904532657 0.0074499259215254588 0.89404477397611537 0.55863689289212159 4.6585506865736699 1.3757378907037769 -0.036237313655725224 0.040945934065661702 -0.028112495428622947 0.37652778875906107 0.26745183690940216 -0.68470272069604243 -0.22769280187281074 0.011663981285218327 -0.14762065063941912 -0.87154194676987029 0.21580779385431287 -0.94871030531426326 0.0060763678093080503 0.11635829425173494 -0.39070689621871058 -0.66616338269548903 0.59240598374590803 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 -3 4 7 6 -6 -2 9 10 17 12 13 -11 15 -13 -16 18 20 -20 21 -5 -23 -22 -19 26 28 -28 -26 -10 right_child=3 2 -4 8 5 -7 -8 -9 29 11 -12 14 -14 -15 16 -17 -18 24 19 -21 23 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0086220597174490373 0.0042182865207316461 -0.0050998401671552137 0.00087186073576387985 0.14818429315928369 0.0058673487684949175 -0.011508387471843363 -0.0060896852049500761 -0.0049408099795736956 0.0062398999368571354 0.021714826259348129 0.24882991157826925 0.21313169670516047 0.30624621345528535 0.24200863226627312 -0.17895115916476106 -0.046184647148475054 0.05191231206990779 0.074153354929553147 0.27940631040930752 0.082762986128883706 -0.20312684419649571 0.10137483574450018 -0.086266477338969708 -0.0063351286494213611 -0.14855737847372377 -0.065866762778654428 0.024722412671591785 0.20630307705564932 0.012534933960115589 -0.0030730113146632768 leaf_weight=8291 13507 9430 17385 32 4628 6974 8115 6129 8269 81 21 29 28 27 33 20 24 36 25 42 22 20 50 23 29 249 37 22 37 10801 leaf_count=8291 13507 9430 17385 32 4628 6974 8115 6129 8269 81 21 29 28 27 33 20 24 36 25 42 22 20 50 23 29 249 37 22 37 10801 internal_value=-4.36662e-12 0.00109814 -0.0012282 -0.000649997 -0.00192689 -0.00519974 -0.00174713 0.00135945 0.0018679 0.0212757 0.00217973 0.0721722 0.12403 0.0767883 0.00563805 0.107288 -0.0817455 -0.006121 0.038798 0.156137 -0.0146832 0.0240791 -0.0326547 -0.102544 -0.0295665 -0.0395503 0.0128722 0.0924305 -0.0582481 0.000965188 internal_weight=94416 35106 26815 59310 39353 19717 12743 19636 19957 887 645 242 136 108 106 49 57 624 214 67 147 102 70 45 410 374 125 59 66 19070 internal_count=94416 35106 26815 59310 39353 19717 12743 19636 19957 887 645 242 136 108 106 49 57 624 214 67 147 102 70 45 410 374 125 59 66 19070 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=31 num_cat=0 split_feature=13 15 16 16 7 7 0 15 11 16 8 4 7 7 7 7 8 16 15 4 0 16 16 4 13 7 13 4 4 7 split_gain=6.76195 53.4938 80.5585 94.7433 71.2703 82.4371 62.9687 39.5562 37.1703 34.0981 28.2202 48.0081 32.9648 16.2647 27.8705 22.3309 18.6253 23.692 19.23 19.1087 26.4102 16.3893 13.9824 23.7828 15.688 13.7695 20.7438 13.6898 11.9301 15.6349 threshold=-1.0969126467397847 1.0203516820547636 0.016622551061375824 0.010298215047806753 0.24224180455658115 -0.46473440639176927 0.051256221495247549 1.3757378907037769 -0.83055055757748142 0.041787447695328113 -1.1852424794540728 0.39634736755389816 -1.1164163885508629 -1.2546519605240041 -0.74515513810871259 -0.82019730575127492 -0.57372962374906955 0.081953157653749081 0.75628144396805252 -0.42419928077409258 -0.092910760672414258 -0.0016006205478395039 0.023163301644380477 -0.014135907248957807 -1.268303109612837 -0.15666656028019757 -1.1533706815685549 0.39634736755389816 -0.25802342022755403 0.11585499589542338 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 3 7 5 6 -4 -3 -1 -6 11 12 -10 27 15 -15 19 18 22 -16 21 -21 23 -18 -25 -26 -27 -12 -14 -30 right_child=-2 2 4 -5 9 -7 -8 -9 10 -11 13 -13 28 14 16 -17 17 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.093872971526097249 0.00011927586568850538 -0.14630138387548783 -0.070904853366888496 -0.25814466377829803 0.18779243010688912 -0.16879251720132055 0.16511016398668291 0.03391056050514353 0.12627046915888787 0.011729184199463238 -0.022009933770674728 0.17787317826666615 0.02489167009425514 0.0196583397354574 0.0060106707141838146 0.10665297792426179 0.0051948230180992533 -0.099533170299685531 0.077006696997319948 -0.14419523933412212 -0.0053383988440036771 -0.04115850528827511 0.073827913045883181 -0.12212661078998022 -0.072238646218409905 0.055964149275060861 -0.067749539374009432 -0.11164972726255656 0.0060540659380528862 -0.10537284001708032 leaf_weight=41 92577 21 26 34 22 37 20 29 25 22 115 22 85 188 72 35 659 23 34 38 50 26 25 21 39 33 23 20 34 20 leaf_count=41 92577 21 26 34 22 37 20 29 25 22 115 22 85 188 72 35 659 23 34 38 50 26 25 21 39 33 23 20 34 20 internal_value=-1.1818e-11 -0.00600446 -0.0533792 -0.129355 -0.00312733 -0.0576704 0.0317104 -0.0417785 0.000135632 0.0997608 0.00256434 0.0391621 0.0205545 -0.00229446 0.00122401 0.0333122 -0.00563665 0.000588871 0.00335003 -0.0343209 -0.0597935 -0.102337 0.000219622 -0.00215484 -0.0439085 -0.0266182 0.00515317 -0.0352899 0.00154082 -0.0352152 internal_weight=94416 1839 211 84 127 83 46 50 1628 44 1587 186 164 1401 1266 223 1043 857 834 186 114 64 800 775 116 95 56 135 139 54 internal_count=94416 1839 211 84 127 83 46 50 1628 44 1587 186 164 1401 1266 223 1043 857 834 186 114 64 800 775 116 95 56 135 139 54 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=31 num_cat=0 split_feature=11 15 15 8 0 0 11 15 7 15 10 10 8 15 8 7 16 13 16 11 15 0 15 15 16 8 16 0 0 8 split_gain=6.38995 15.1637 36.1938 30.4052 21.8793 10.0858 10.0083 27.2901 38.7852 23.7214 28.6531 34.2857 16.6971 16.0208 19.0251 26.0841 17.6958 15.8493 17.8995 12.5312 75.3667 42.2606 51.9089 31.5871 16.8097 22.2851 29.1621 17.7836 24.7469 16.5966 threshold=-1.0366259201880001 -0.025700235392118912 0.17123822706326444 0.63339266083913948 -0.0092334213723029145 -0.51633826074526679 -0.90878933931435668 1.6950513637288724 -0.5911212150529267 -0.21512701652858546 0.79053438994716496 -2.0395631849001643 -0.098931746637915055 -0.10062212555508236 -0.85361551480275111 -0.66616338269548903 -0.010376026424388283 -1.0811178393769743 -0.0016006205478395039 -0.81168942269448519 2.9381905080056581 3.499165864945621 1.4454822406642041 -0.33230961174800161 0.010298215047806753 -1.3968815772906085 0.0334969470111958 -0.60102376075983743 -0.67562765362981636 -2.0437533586235133 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 4 -4 -1 7 9 -9 -2 11 12 -11 -13 -15 -16 -17 -14 -19 20 21 22 23 29 27 -26 -27 28 -25 -8 right_child=6 2 3 -5 -6 -7 19 8 -10 10 -12 13 17 14 15 16 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.042900473087471219 -0.00050980704955187197 0.14473103925033853 0.0048135598952120003 -0.07554379834069147 0.13736434273421766 0.011944415557032061 0.075324127864506513 0.16850582599639893 -0.02390591922131452 -0.11088269562163251 -0.14305358088534811 -0.065106992671887076 -0.11054476213951905 0.10671760805305981 -0.056896926411850894 -0.013176121634821739 0.08989587099187904 0.018032640857877685 -0.079313054705659553 -8.8006061027242447e-05 -0.17849318356741042 0.13183041787866889 -0.10539147813657397 0.019016876009603344 -0.039783933162689217 0.11446521873772145 0.019573423227197247 0.013254858542011772 0.16262190081179143 -0.0046679333375349262 leaf_weight=47 471 27 33 27 20 117 27 20 22 47 23 27 24 21 44 31 36 51 30 91916 21 29 38 30 20 75 57 406 20 659 leaf_count=47 471 27 33 27 20 117 27 20 22 47 23 27 24 21 44 31 36 51 30 91916 21 29 38 30 20 75 57 406 20 659 internal_value=1.04496e-11 0.0153334 0.0446186 0.0108306 0.0548327 -0.00377333 -4.41379e-05 -0.0108653 0.0677187 -0.0149654 -0.0353503 -0.0273851 -0.061344 0.00507867 0.0194348 0.00292186 0.0422058 -0.0391695 -0.0180213 5.41017e-05 0.00950561 0.0124064 0.00980632 0.0131893 0.0297851 0.0585849 0.0734892 0.0201851 0.0764589 -0.00151956 internal_weight=94416 271 107 80 53 164 94145 847 42 805 334 311 152 159 132 111 67 105 81 93298 1382 1361 1332 1294 608 152 132 456 50 686 internal_count=94416 271 107 80 53 164 94145 847 42 805 334 311 152 159 132 111 67 105 81 93298 1382 1361 1332 1294 608 152 132 456 50 686 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=31 num_cat=0 split_feature=7 10 4 10 12 13 15 13 7 15 16 8 10 10 16 13 4 12 16 16 7 7 16 10 11 10 0 8 15 7 split_gain=6.3391 26.1307 51.476 131.725 126.331 223.061 276.292 100.395 103.443 130.77 173.342 118.586 260.78 101.683 100.456 97.0873 102.03 124.921 96.7197 97.7272 74.8991 66.8686 65.7763 64.0313 199.616 58.2406 58.0892 52.8259 62.0294 52.6376 threshold=0.44762036863096205 -0.50831646214982051 1.5498033407592837 -0.47282516422577942 0.50155017418736492 1.821093998606709 3.2160438033827625 0.16028680739372089 0.5582088262094751 2.7211774549633745 0.0095796324183768673 -0.51998359637069946 -0.14859930282717326 -0.28940396892015979 0.013753715261396739 1.8631014649971627 3.1920118449839001 0.78633467650485978 0.0060763678093080503 0.0084057272602198457 0.50686418519087983 0.77938574136650096 0.0088157159391104543 0.24998061739249902 0.18515648389944972 -0.0046594854778414223 3.9931646150306155 -0.41019175779654199 1.5226986416159061 0.77938574136650096 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 7 6 27 8 -5 13 -11 12 -12 -10 26 -7 29 -18 -15 -20 -9 25 -23 -24 -25 -22 -13 28 -6 -17 right_child=1 2 3 4 5 15 -8 20 9 10 11 14 -14 18 -16 16 17 -19 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00051093309906707657 0.004002597459200152 -0.0019847870571746691 -0.15366928993246043 -0.1057921154894913 0.097155300453305254 -0.19933308474719524 0.39467114426872951 -0.28341971367597579 -0.10764034318581094 0.28633037521503868 0.39530575061621875 -0.28426820665597913 -0.043336122505592579 0.19841189259290695 0.068222409188747404 -0.20911586256254289 0.28015831592290302 -0.061564280986785895 -0.20284369076075764 0.028663261012512854 -0.13240021296909876 -0.2915140837430954 0.047544507822021846 -0.39862172197550538 0.0017497626669479138 0.072389004556689326 -0.043251240998506552 0.13838194682395885 -0.14891886001541502 -0.0053640361875295639 leaf_weight=67983 6849 18585 74 99 20 30 33 20 113 32 23 20 33 25 35 21 23 20 23 88 21 20 24 20 33 41 20 35 21 32 leaf_count=67983 6849 18585 74 99 20 30 33 20 113 32 23 20 33 25 35 21 23 20 23 88 21 20 24 20 33 41 20 35 21 32 internal_value=1.08277e-12 -0.00131407 -0.00317344 -0.0252866 -0.015016 0.048309 0.153058 -0.0365831 -0.0140071 0.00804808 0.0776804 0.0267125 0.13682 -0.0375345 -0.0555014 -0.0423073 0.00676326 0.121218 0.0207151 -0.0193066 -0.101032 -0.0780903 -0.129937 -0.0879691 -0.149334 0.00302491 -0.16376 0.0481471 -0.0288827 -0.0860959 internal_weight=94416 26433 19584 999 925 235 109 690 511 412 163 131 56 249 75 126 96 43 136 111 179 159 97 77 53 62 40 76 41 53 internal_count=94416 26433 19584 999 925 235 109 690 511 412 163 131 56 249 75 126 96 43 136 111 179 159 97 77 53 62 40 76 41 53 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=31 num_cat=0 split_feature=10 10 16 8 10 11 0 15 16 15 8 10 13 0 0 15 16 8 8 4 0 8 15 0 15 13 4 16 15 4 split_gain=7.14473 27.2623 86.3475 104.489 114.683 228.517 29.2728 26.6696 30.5393 22.895 64.6674 54.4198 92.1574 30.9091 41.3826 85.5589 60.9076 30.0326 23.6172 75.5336 98.0182 60.6539 110.466 59.3882 47.0201 86.9454 58.9222 41.7407 25.9162 39.7321 threshold=-0.52948430068368435 -0.52829036975930654 0.015134226967406766 -0.3103494640322883 -0.52845492189707077 3.0674173182418287 0.25490468581600062 0.57662158818994047 0.0060763678093080503 4.6153372974626601 -0.091183445413108646 -0.67693167675903798 -0.46680065088297562 4.6585506865736699 2.7632085433904243 2.1621156136613506 0.009191860974182205 -0.51357611741741194 -1.2569519072558419 2.395414070675852 1.1451105966834505 -1.1633258831341664 2.1621156136613506 0.8779480073517697 3.5353796731623546 -0.19761680625294692 0.10316470019565768 -0.0060112865642818177 1.3122813055184348 -0.38614543460789075 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=9 2 7 -4 6 -6 -5 -2 -9 13 11 12 -11 14 18 16 -16 -17 19 20 23 22 27 -1 -23 26 -26 -20 29 -29 right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 -13 -14 -15 15 17 -18 -19 21 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.015139721266666635 0.011070348392166553 0.0001471546331511316 -0.086724616276721164 -0.051382546533237809 0.5122588269412518 0.069684937702757979 0.11367866137907619 -0.12957308895885944 0.020078010797500614 -0.18191584235635297 -0.16750434986315668 0.11660382172299757 0.068079278965791065 -0.11768077041791834 0.063360198340120008 0.03641892189071292 0.2776552966485421 -0.1348048296570778 -0.08680929518755405 -0.14112090977930256 0.17275771408891069 -0.0027823126992379652 -0.26113501789302312 -0.14111376482248306 0.048638407420367007 -0.086822675478955114 0.25130942693123454 0.050208356601726872 0.10101725480519236 -0.044005421612278689 leaf_weight=900 628 81978 24 22 20 28 21 30 25 29 32 27 30 23 36 21 21 20 93 31 39 9966 22 25 32 24 26 62 20 161 leaf_count=900 628 81978 24 22 20 28 21 30 25 29 32 27 30 23 36 21 21 20 93 31 39 9966 22 25 32 24 26 62 20 161 internal_value=-2.29154e-11 0.000326208 0.0187202 0.0988852 0.147837 0.254091 0.0292287 0.00522245 -0.0615499 -0.00231977 -0.0461442 -0.000986952 -0.0547997 -0.00187096 -0.00163932 0.0630656 0.142311 -0.0471049 -0.0021955 0.0125233 0.0174642 -0.00360289 -0.0440498 0.0109167 -0.0021618 0.0732528 0.139491 -0.0298359 -0.00803132 -0.0178115 internal_weight=94416 82776 798 115 91 48 43 683 55 11640 118 86 59 11522 11499 98 57 41 11401 995 964 10406 358 925 10048 82 58 336 243 223 internal_count=94416 82776 798 115 91 48 43 683 55 11640 118 86 59 11522 11499 98 57 41 11401 995 964 10406 358 925 10048 82 58 336 243 223 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=31 num_cat=0 split_feature=16 4 7 13 8 12 10 15 0 16 8 7 13 11 10 0 10 10 7 8 15 4 8 15 8 13 16 15 10 13 split_gain=6.56044 19.8989 37.7057 34.5417 30.4239 24.2961 24.5474 19.7024 19.305 17.1904 20.26 15.502 15.7156 16.6254 15.9102 45.3734 30.4224 28.7994 28.7059 24.5059 34.9332 52.1196 25.8942 23.7817 23.6117 28.6789 21.9396 20.582 23.6795 19.819 threshold=-0.032806495281493687 0.98585177121638912 -0.92288658778846544 0.21439242410462564 0.50886651174439623 0.042726604735607222 -0.17960438983743834 2.1621156136613506 1.064457739526717 -0.089616801676811131 0.30552916402126779 3.3624161433789088 2.9361401864749186 -0.16257697906246546 -0.0017321895534084598 0.90214386449878992 -0.0086000761453470884 0.25864125622218198 0.73594027588922806 -0.37632064705168439 0.4076956987020815 0.054289447093734587 -0.27714249271380037 1.7904346762920398 -1.1852424794540728 -0.43185043884611801 -0.074957654242616287 1.5226986416159061 0.31824253541394204 -0.50779993808005863 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 4 5 -3 9 -7 8 11 -4 -11 12 14 -14 16 17 23 18 -16 20 24 -22 -21 29 -19 -26 -20 28 -24 -1 right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 19 26 22 21 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=0.01109681757648376 -0.00019450021833156353 -0.020241406412043778 -0.017290804406919918 -0.14215300514780244 0.14803390346766851 0.11367747051020463 -0.018223883636122526 -0.071912281373233508 0.09701964571343169 -0.15908456822484732 -0.036242426263874979 0.067949469053210351 0.13125974394381046 0.010967347577766136 -0.01529044640791272 -0.15478243499994279 0.042774651721079568 -0.066815944656818393 -0.034979289770126341 -0.11677266784012318 0.022248802286310074 0.16151152151614065 0.095753752977515649 0.098512756817594735 0.12588399224692867 -0.012968113415819757 -0.16368083092901442 -0.07344363445514128 -0.0013260740440817604 -0.0056337844381774034 leaf_weight=1725 89541 22 67 29 21 21 43 33 23 25 29 39 20 27 155 20 231 42 26 20 78 41 26 27 21 51 27 38 747 1201 leaf_count=1725 89541 22 67 29 21 21 43 33 23 25 29 39 20 27 155 20 231 42 26 20 78 41 26 27 21 51 27 38 747 1201 internal_value=8.94002e-12 0.00357246 -0.02351 -0.0406797 0.0619396 -0.0247731 0.0250562 0.00507965 0.00563379 -0.0511292 -0.0931138 0.00517305 0.00463176 0.0621556 0.00402773 -0.00533166 0.00782557 -0.0029818 -0.0370138 0.00367106 0.0323318 0.0702301 -0.00436497 0.00509166 -0.00722877 0.0275304 -0.100544 -0.00159289 0.00193922 0.00422961 internal_weight=94416 4875 257 214 43 185 64 4618 4585 121 54 4562 4523 47 4476 1292 3184 1272 208 1064 233 119 831 2953 114 72 53 811 773 2926 internal_count=94416 4875 257 214 43 185 64 4618 4585 121 54 4562 4523 47 4476 1292 3184 1272 208 1064 233 119 831 2953 114 72 53 811 773 2926 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=31 num_cat=0 split_feature=8 12 0 11 15 0 15 16 15 12 16 12 7 7 4 15 15 7 12 16 15 13 16 16 10 7 11 0 12 10 split_gain=6.4206 17.7783 61.539 82.5249 94.4762 48.9775 43.6027 44.0049 42.0154 35.9491 115.567 27.1512 81.9849 64.4732 56.4795 75.7459 45.5022 23.0923 70.0263 20.3844 58.1576 39.3755 129.23 37.5269 84.8364 39.678 126.346 35.6805 69.1839 45.9179 threshold=-1.0668042877685064 0.74171966585719074 1.2479429895582863 0.074833813988588044 4.0010959904159478 0.8416542216312396 0.85663071366741561 0.019085546775916992 0.89404477397611537 0.73931269033091962 0.0074499259215254588 0.70983952062147593 1.7825810351144395 3.3900632577735372 0.39634736755389816 0.75628144396805252 0.094168434099681952 3.2123318080937846 0.038710885362695437 0.016622551061375824 5.9737900640389032 1.5048617916193712 0.019085546775916992 0.016119965731735426 -0.14714431550378657 1.9366149581702252 0.25920390232899215 -0.2048165999773825 0.026626885781823827 -0.14762065063941912 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 8 6 -3 -8 -4 11 -11 13 14 17 16 -16 -13 19 -19 23 21 -21 -23 25 -25 -1 27 -27 -29 -30 right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 24 -26 26 -28 28 29 -31 leaf_value=-6.2734528202173433e-05 0.00029174750434568845 -0.0025193067237212147 0.14802216846934135 -0.056562822583752372 0.29297140352427958 -0.11076709126171314 0.15976493622575488 -0.010149600549980447 -0.001514210834700082 0.00085329002279596513 -0.25438798290366926 0.018494290211813504 0.2263939176499844 -0.14536154025699943 0.059912570375970309 -0.19005546812657959 0.17627943961516671 0.20495442777872086 -0.059670328497886664 -0.012054082944061031 0.1323556091774393 -0.29059720872478051 -0.010200415701211359 0.19944335963689433 -0.044590785194720539 0.0038740189532742251 -0.27025166480314161 -0.15806508676168768 0.046537345225612321 -0.079369765786187985 leaf_weight=7107 83913 572 34 36 24 38 35 27 42 68 24 89 20 32 22 27 23 20 20 1626 27 22 65 29 28 262 21 47 60 56 leaf_count=7107 83913 572 34 36 24 38 35 27 42 68 24 89 20 32 22 27 23 20 20 1626 27 22 65 29 28 262 21 47 60 56 internal_value=-1.86636e-12 -0.0023309 0.0119205 0.0732662 0.120005 -0.000494731 0.00611465 0.0857699 0.0653836 -0.00351863 -0.0657314 -0.00292261 0.0354413 -0.0036596 0.0117205 -0.0778249 0.0508966 -0.0031767 0.072642 -0.00350105 -0.0132658 -0.0155611 -0.0811054 -0.00126838 0.0795669 -0.00187842 -0.0308112 -0.0189801 -0.0557149 -0.0142454 internal_weight=94416 10503 808 136 100 672 634 62 76 9695 92 9603 181 9422 161 49 112 9390 40 9350 1740 1713 87 7610 57 7553 446 425 163 116 internal_count=94416 10503 808 136 100 672 634 62 76 9695 92 9603 181 9422 161 49 112 9390 40 9350 1740 1713 87 7610 57 7553 446 425 163 116 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=31 num_cat=0 split_feature=10 10 15 0 0 15 7 15 7 11 10 16 8 16 16 0 8 7 7 12 15 15 13 0 7 0 4 10 15 15 split_gain=6.26155 75.1372 73.7221 41.1472 90.1446 39.766 22.922 34.1615 68.2401 59.843 103.696 74.9861 93.1245 65.1937 83.1803 56.8484 56.6351 56.5243 88.6995 79.467 77.8939 136.176 76.9444 55.848 82.4968 50.2635 33.8893 32.921 32.5261 138.933 threshold=-0.18103339524433626 -0.19638004725053457 2.0266215951366271 1.4082405431572949 2.1724263647173485 -0.27840180038434909 1.2454370983045198 0.93498380291082472 1.7351859818665054 0.56851653497369148 1.9926050775906796 0.018441319517399281 -1.829900461590676 0.014622978315309483 0.011050981446366827 0.71865861446722035 -0.36215233928912954 1.5535049444160915 1.4587148379202233 0.59025213452541014 3.2160438033827625 1.6100758957019139 1.5512380345144325 1.3487590610042037 2.9042639619822137 -0.0092334213723028833 1.823504758130053 1.9926050775906796 2.0266215951366271 2.3378411815249689 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 3 5 -5 -3 28 23 17 10 11 13 -13 14 16 25 -10 18 20 -19 21 22 -9 -8 26 -14 -25 -11 -2 -30 right_child=6 2 -4 4 -6 -7 7 8 9 27 -12 12 15 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.000344906386742651 0.00086153303120512544 -0.010687647878402035 -0.21226681433618069 0.2246993602439761 -0.057689124746964526 -0.058354600314512256 -0.0038156892392385159 -0.032950079523854786 -0.16872138227735248 -0.01456587865948677 0.20901172806819282 0.21425149463690243 0.010059069186507718 -0.16510000290014806 0.1080466538373577 -0.12818456721305846 -0.016493158506942385 -0.075004720191160834 0.10588242689316923 -0.31059067286551001 -0.21870090216398241 0.10695920313398044 -0.28817185333796907 0.090827654130183733 -0.051601218525320292 0.17071853879353274 0.26397216528654099 -0.1838391483899344 0.069186919284355206 0.00074980077766414912 leaf_weight=38556 47712 382 22 20 26 323 4754 27 35 20 24 26 127 39 38 25 81 45 33 21 30 39 21 26 28 23 20 27 370 1496 leaf_count=38556 47712 382 22 20 26 323 4754 27 35 20 24 26 127 39 38 25 81 45 33 21 30 39 21 26 28 23 20 27 370 1496 internal_value=2.38094e-11 -0.000963798 -0.0318331 -0.0265475 0.0650885 -0.0325265 0.000688098 -0.00543131 -0.0263986 -0.00482379 0.00720553 -0.00508723 0.0376615 -0.0496079 -0.0203599 0.0114252 -0.0624241 -0.0728443 -0.0389117 -0.149964 -0.0797511 -0.0318374 -0.14461 -0.00247383 0.0837315 0.0346935 0.166108 -0.111808 0.00136807 0.0143199 internal_weight=94416 39329 773 751 46 705 55087 5509 681 465 418 394 201 193 154 175 116 216 150 66 117 87 48 4828 74 150 46 47 49578 1866 internal_count=94416 39329 773 751 46 705 55087 5509 681 465 418 394 201 193 154 175 116 216 150 66 117 87 48 4828 74 150 46 47 49578 1866 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=31 num_cat=0 split_feature=11 11 0 11 15 12 15 13 7 16 16 13 10 16 10 10 13 0 16 10 13 12 15 15 10 15 12 12 15 12 split_gain=6.11652 105.452 82.5807 50.7122 74.3719 50.1501 66.4803 90.761 125.814 89.6856 50.1262 44.6334 43.619 40.7003 31.7015 43.4842 49.0658 42.7452 41.1649 29.6042 37.0126 84.0679 102.825 83.4096 82.2655 109.726 33.6514 94.8902 53.7543 44.4447 threshold=-0.47952388058837664 -0.51095910539337175 3.0858199720173602 -0.47498323700543349 0.62268377365210192 0.72977075163748706 0.89404477397611537 -0.47486608442994277 -0.25935584231738806 0.014178812385592455 0.0095796324183768673 2.1598422075793295 -0.025644213362163427 0.014622978315309483 -0.02850222417595873 -0.028857310367975848 -0.47486608442994277 0.23272515009789876 0.015627045093039419 0.78675835141742323 -0.24970606457710962 0.46405784621947738 -0.34947181265193356 2.9381905080056581 0.78877628026473945 0.2848079261059735 0.022979581030280204 0.022242751787544372 -0.14201716447488963 0.023495361500195409 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 19 5 4 -2 6 14 9 -9 -8 -4 -7 13 -6 15 18 -17 -16 -3 26 21 22 -21 -22 25 -23 27 -1 -29 -28 right_child=3 2 10 -5 12 11 7 8 -10 -11 -12 -13 -14 -15 17 16 -18 -19 -20 20 23 24 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.0041611523024215292 0.0144209890572372 -0.028091131036644148 -0.06395416745433101 0.00018320750601339087 0.076594766863697289 0.11417389558184715 -0.33629515145135969 0.15250086950568054 -0.17242736491290006 -0.088474433859810242 -0.27282819569110872 0.0033859057662101303 -0.010125824938649717 0.22934790343949288 -0.02455268947497749 9.612820178046133e-05 0.10270880247630619 -0.086162368584997387 -0.17679464355111124 0.029999917283730238 0.0045933278606193114 0.02828629064842722 0.25441723389284954 -0.19209180897609757 -0.013977122158689013 0.17996956815845089 -0.052336896699454107 0.031865051012303865 0.13018142715260225 -0.0016788294883615701 leaf_weight=3242 733 269 27 68952 37 42 23 26 22 40 20 271 23 33 842 540 51 130 20 49 1081 292 35 22 385 57 175 143 91 16743 leaf_count=3242 733 269 27 68952 37 42 23 26 22 40 20 271 23 33 842 540 51 130 20 49 1081 292 35 22 385 57 175 143 91 16743 internal_value=-1.08829e-11 -0.00135452 -0.0216313 0.00047827 0.0251092 -0.0189218 -0.0248492 -0.100019 0.00357543 -0.178949 -0.152837 0.018252 0.10935 0.148607 -0.0203439 -0.00659358 0.00895103 -0.0327927 -0.038382 0.000756294 0.012624 0.0287424 0.123507 0.000670324 0.0178974 0.0530598 -0.000361574 0.00860002 0.0700992 -0.00220284 internal_weight=94416 24638 2323 69778 826 2276 1963 111 48 63 47 313 93 70 1852 880 591 972 289 22315 1921 818 84 1103 734 349 20394 3476 234 16918 internal_count=94416 24638 2323 69778 826 2276 1963 111 48 63 47 313 93 70 1852 880 591 972 289 22315 1921 818 84 1103 734 349 20394 3476 234 16918 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=31 num_cat=0 split_feature=10 10 10 0 15 8 12 10 4 0 15 12 16 15 4 16 0 11 0 15 10 12 10 15 12 15 12 10 0 8 split_gain=6.37294 22.7794 35.4566 50.2789 33.29 95.7171 39.6799 97.5827 28.9882 71.7494 128.51 68.9965 56.2903 48.2664 127.849 142.783 34.1688 111.558 25.2742 26.5102 25.2303 37.8008 65.3448 89.405 47.1493 45.2686 45.1292 44.0395 40.5092 39.5871 threshold=-0.52948430068368435 -0.5138468986596324 -0.51308971137909432 2.1724263647173485 4.6153372974626601 0.63117886275124013 0.49472222320467701 -0.52845492189707077 4.0962728786227762 2.9043510434147088 2.7211774549633745 0.014284995965994649 0.01069648010741033 2.5110576107184825 1.9408053655746684 0.029503312157717492 2.3387728826031124 -0.055397831632103191 1.064457739526717 0.045227565476146335 -0.52073581823158599 0.022500642022502019 -0.5160368030494239 0.094168434099681952 0.022242751787544372 1.9053897050325386 0.012885020404795795 -0.51911009259984264 0.49887957871512051 0.26058906283691458 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 18 6 -6 8 -8 9 13 11 -11 -10 16 15 -15 20 -18 19 -3 -2 22 23 -22 25 -24 29 -28 -29 -25 right_child=1 2 -4 -5 5 -7 7 -9 12 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 24 26 -26 -27 27 28 -30 -31 leaf_value=-0.0021909023006290388 -0.0014841843334317856 -0.0093348653770251571 1.0785367919593974e-05 -0.1414364248401288 0.23357727790717037 -0.028886675292795358 0.0080508457869291322 0.25426118062301117 -0.0092745502298670034 0.12867070378671433 0.27611466326095441 -0.081293511456426451 -0.20044650286436083 0.15158795300457215 -0.20958057751781062 -0.15949885815382003 -0.016568943004531319 0.27268642619252209 0.085554472915828239 -0.054188698641282611 0.019769422537085496 -0.018771391910876664 0.0029074640271537031 0.083874813297932796 0.049996362131866479 -0.14465845908437455 0.14874849658697209 -0.022865433679385622 0.12159338424603144 0.26458450290891861 leaf_weight=11640 3836 639 74207 33 24 33 60 22 67 29 27 34 20 36 38 25 40 20 24 166 514 394 2065 22 221 21 47 55 30 27 leaf_count=11640 3836 639 74207 33 24 33 60 22 67 29 27 34 20 36 38 25 40 20 24 166 514 394 2065 22 221 21 47 55 30 27 internal_value=1.04012e-11 0.000308086 -0.000223448 -0.0203879 0.00548542 0.0816245 0.00491811 0.0741073 0.00416844 0.00483586 0.0935841 0.0153567 -0.0532221 0.00375518 -0.0655997 0.0240934 0.00469678 0.0798495 -0.0155694 -0.0185842 0.00407327 0.0103508 0.0141729 0.0410531 0.00607511 0.0014219 0.101494 0.0710711 0.02812 0.18345 internal_weight=94416 82776 75069 862 7707 57 7650 82 7568 7481 90 63 87 7391 99 61 7292 60 829 805 7232 3396 3002 695 2307 2086 181 132 85 49 internal_count=94416 82776 75069 862 7707 57 7650 82 7568 7481 90 63 87 7391 99 61 7292 60 829 805 7232 3396 3002 695 2307 2086 181 132 85 49 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=31 num_cat=0 split_feature=10 10 15 10 0 10 15 15 0 7 10 7 4 10 15 16 15 11 10 7 12 10 8 15 4 7 15 15 15 4 split_gain=5.99463 51.9103 63.7275 59.5603 48.9599 38.8463 63.4272 52.528 57.31 63.8559 49.0739 46.1205 53.7325 37.8556 38.9443 36.2234 35.8801 35.5903 48.03 65.9415 64.5151 64.4312 47.2097 32.6584 31.8742 28.2846 94.2108 25.9305 38.9299 25.7548 threshold=-0.0019920087182990188 -0.0021219183007443521 -0.033876517694553722 -0.0022085246890409219 1.5292198288923957 0.0017147447008054096 1.5226986416159061 1.9053897050325386 3.0858199720173602 -0.034229339389701276 0.016525674333681861 2.4184646661908888 1.823504758130053 0.034268848827465247 -0.064206324870415957 0.019085546775916992 1.0597440413455035 -0.72995783820149973 -0.002043972551277131 0.40417490315368926 0.028395275964390808 -0.002009329995958248 0.46237675854892629 1.3757378907037769 1.5498033407592837 -0.25935584231738806 0.64696236387199668 1.252047473092831 0.05454586227063199 0.094298303384013307 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 -1 -5 6 27 -8 -9 -10 11 12 16 14 -12 24 29 18 25 20 22 -22 -20 -14 -16 -4 -27 28 -2 -7 right_child=5 2 17 4 -6 10 7 8 9 -11 13 -13 23 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.000388198025147128 -0.0051098773914903814 0.0079096773671937706 0.077103539116169309 -0.032424852986612705 -0.18137722418953975 0.014494590305856992 -0.22267643548548222 -0.16542680572580409 -0.098599797622724028 0.14518897572443598 -0.0086790620148181914 -0.12390076170365016 0.21266581087535169 -0.00055107873894649502 -0.074805861560604245 0.014217204775880366 -0.077927131909463154 -0.058780022852477576 0.089799946972302036 0.25563121526329607 0.27321220189332962 0.069521753324873078 -0.1222415079140947 0.056444752347306351 -0.2085707997214859 0.083337536404530219 -0.19685710415244104 0.078435248602181679 -0.041963883782332602 0.057547426382964222 leaf_weight=64757 1454 696 51 274 24 621 24 27 22 21 250 21 23 25171 79 34 36 21 21 27 24 44 21 32 23 30 20 32 357 179 leaf_count=64757 1454 696 51 274 24 621 24 27 22 21 250 21 23 25171 79 34 36 21 21 27 24 44 21 32 23 30 20 32 357 179 internal_value=-1.7875e-11 0.000522707 0.0236679 0.000182939 -0.044421 -0.00121467 -0.0148848 -0.0950105 -0.0512393 0.0204598 -0.000214288 0.0225794 0.0260318 -0.00102768 -0.0321067 -0.0751721 0.019733 0.0660143 0.0770256 0.115597 0.0812252 0.141412 -0.0162208 0.121774 -0.104969 0.0247056 -0.0287403 -0.0107981 -0.0123749 0.0241277 internal_weight=94416 66010 955 65055 298 28406 1937 94 70 43 26469 912 891 25557 386 136 836 259 238 137 110 68 42 55 102 101 50 1843 1811 800 internal_count=94416 66010 955 65055 298 28406 1937 94 70 43 26469 912 891 25557 386 136 836 259 238 137 110 68 42 55 102 101 50 1843 1811 800 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=31 num_cat=0 split_feature=10 10 15 0 0 0 15 0 7 15 7 15 7 11 11 15 11 11 7 11 11 10 12 13 11 7 12 10 4 8 split_gain=6.0377 60.3606 59.7215 33.3285 73.0455 34.988 24.2371 32.1648 19.3052 37.9788 71.9553 36.7434 75.791 158.773 201.153 78.0772 87.544 103.773 91.275 103.417 156.837 125.705 111.055 83.067 92.5776 87.7285 119.085 89.2449 85.9111 80.1588 threshold=-0.18103339524433626 -0.19638004725053457 2.0266215951366271 1.4082405431572949 2.1724263647173485 -0.089886278529036703 0.45893627506774687 0.8416542216312396 0.24224180455658115 5.9737900640389032 -0.5911212150529267 2.0266215951366271 0.068459942647489377 -0.51764532781221151 0.4999578065894652 2.3378411815249689 -0.54344217102519909 -0.52283463476414704 -0.026330163848378909 -0.47253827507615614 -0.46869619204443463 -0.044403157067256817 0.49116088186478585 -0.54543862796590548 0.4999578065894652 -0.95053370218309374 0.39373977548769734 -0.046940724244353894 1.3973125510812836 0.61701057235365397 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 3 5 -5 -3 -7 -8 9 11 -11 -2 15 -14 -15 23 29 -18 19 21 -21 -19 -22 -13 25 26 -25 -27 -29 -17 right_child=8 2 -4 4 -6 6 7 -9 -10 10 -12 12 13 14 -16 16 17 18 -20 20 22 -23 -24 24 -26 27 -28 28 -30 -31 leaf_value=-0.00039170621288006516 0.0014607062050617375 -0.015071632140592034 -0.19101371873508802 0.2022922321408987 -0.051906814712744498 -0.045041850932513276 -0.19554663502744266 -0.029504987727850675 -0.0021152059259403658 0.023053852605688221 -0.19136505954224489 0.20149248816766019 -0.21433924613963989 0.10248706674986129 -0.25769249513745307 0.16794897471554579 -0.21950113705613394 0.0086791299913131018 0.14580136210453221 0.28063559191567555 0.029744074244241595 -0.18156014825491346 -0.080890666129311825 0.29902677150333629 -0.10769828512857203 0.21276818808506837 0.011521996200084686 0.13101539732362597 -0.067284538747893793 0.03329702435150033 leaf_weight=38556 36573 502 22 20 26 155 28 20 17094 34 29 43 42 69 20 56 22 71 41 21 354 68 122 34 32 22 25 31 74 210 leaf_count=38556 36573 502 22 20 26 155 28 20 17094 34 29 43 42 69 20 56 22 71 41 21 354 68 122 34 32 22 25 31 74 210 internal_value=-6.15116e-12 -0.000946414 -0.0286143 -0.023857 0.0586145 -0.0292381 -0.0642704 -0.126363 0.000675686 0.00193138 -0.0756469 0.00206023 0.0182183 -0.0540801 0.0215478 0.0259435 0.0128192 -0.00576102 0.00118475 -0.00813802 0.0131873 -0.0843876 0.00138811 0.0744679 0.0494126 0.0764424 0.177203 0.0296325 -0.00873884 0.0616448 internal_weight=94416 39329 773 751 46 705 203 48 55087 37993 63 37930 1357 131 89 1226 965 699 677 636 497 139 476 261 218 186 59 127 105 266 internal_count=94416 39329 773 751 46 705 203 48 55087 37993 63 37930 1357 131 89 1226 965 699 677 636 497 139 476 261 218 186 59 127 105 266 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=31 num_cat=0 split_feature=12 4 8 12 4 13 10 16 15 11 15 0 0 8 15 16 11 7 15 8 13 10 16 13 16 16 16 7 11 10 split_gain=5.80273 6.49278 5.80164 17.9969 42.6689 36.3122 57.1789 44.5504 56.3856 43.2436 42.3304 47.7111 45.3995 32.3737 31.925 29.9742 29.305 28.4607 28.6127 28.3821 27.7587 50.5208 24.5393 21.5911 21.3586 22.852 21.0963 20.817 38.7539 68.4601 threshold=1.1806120042929369 -0.053236109730496244 -1.0668042877685064 0.021628727418597615 -0.56109886471257908 1.0871395458326971 -0.025306448447805541 0.013340596364116662 1.5226986416159061 -0.59114387723722217 2.7211774549633745 2.0776592575581865 1.6058400431912929 -2.4714591517391291 2.5110576107184825 0.014178812385592455 -0.64962337481095866 -1.1519626784868138 0.064145515417584106 -2.2855001401184332 -0.94366940934740884 -0.5234527843558695 0.002137520479009163 -1.268303109612837 0.011050981446366827 0.0028830883509782606 0.013340596364116662 1.5535049444160915 0.58767705295006889 1.8851525316308024 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 4 19 6 9 17 -9 13 11 12 23 15 -7 -6 -15 -8 -19 22 21 -5 -1 -11 25 -25 -26 -22 29 -29 right_child=1 -3 -4 20 5 14 7 8 -10 10 -12 -13 -14 16 -16 -17 -18 18 -20 -21 27 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.038287129036303776 0.0075952964810988843 0.077675280869007116 0.00025773090390752025 0.13149489641476136 0.033905027848150991 -0.046256535768448175 0.088554146101303188 0.04153718668101139 0.24477528691291811 0.053695798648351979 -0.15004123667521138 0.10103277594878757 -0.16793641697453418 -0.030895903179688114 -0.18314549334347249 0.17442152693867685 0.05641080876988061 0.023216783854638368 -0.076184119516983631 0.0041158157384589963 5.5675787983426845e-05 0.013262918867944394 0.15438331416249276 -0.023297803643269367 -0.11644197283312679 0.04462851305940637 -0.03945358156604295 -0.017863611074126495 -0.11691664392883715 0.14426916283037927 leaf_weight=67 39 20 83866 39 63 115 33 43 20 33 28 29 23 140 20 20 53 73 48 230 7082 493 25 598 40 54 323 735 37 27 leaf_count=67 39 20 83866 39 63 115 33 43 20 33 28 29 23 140 20 20 53 73 48 230 7082 493 25 598 40 54 323 735 37 27 internal_value=2.03649e-11 0.0313512 -1.96034e-05 -0.00223664 -0.0105704 -0.0167066 -0.0125567 0.035216 0.106057 -0.0199404 -0.0286216 -0.0255309 -0.0289579 0.0155391 -0.0665364 0.0677644 -0.00692048 0.00623555 -0.016215 0.0228927 -0.000178199 0.0219303 0.069835 -0.0259078 -0.0284959 -0.017672 -0.0479372 -0.00167061 -0.0169717 -0.0121187 internal_weight=94416 59 94357 10491 2078 1756 1621 217 63 1404 1128 1100 1071 276 135 83 193 154 121 322 8413 532 92 1048 1015 652 363 7881 799 762 internal_count=94416 59 94357 10491 2078 1756 1621 217 63 1404 1128 1100 1071 276 135 83 193 154 121 322 8413 532 92 1048 1015 652 363 7881 799 762 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=31 num_cat=0 split_feature=15 0 4 13 0 13 10 16 10 13 16 15 0 7 7 12 12 16 11 4 12 7 8 16 7 7 7 15 10 15 split_gain=6.16811 61.0404 108.256 157.848 83.8628 108.666 129.119 37.2012 107.253 87.97 156.156 95.1546 159.748 110.515 137.305 110.728 93.5528 117.378 183.719 99.8537 94.9171 79.6656 205.812 208.002 128.981 123.605 214.691 63.8002 59.0442 100.764 threshold=3.2160438033827625 -0.81273751079626388 -0.56109886471257908 -0.3713596872438642 -0.2542164749858819 -0.77295106593660423 -0.56421469962483173 0.015627045093039419 -0.74610296185759772 -0.47486608442994277 0.016119965731735426 3.5353796731623546 1.4082405431572949 -0.89918906116449848 -1.1282651518628466 0.02383921514680545 0.083068005775407752 0.027946481399224732 -0.39070689621871058 0.78734939236928325 0.18536446564193379 1.0400585342301383 -1.3118717075971753 0.019085546775916992 0.45551954417228457 0.24224180455658104 0.021064889399555285 4.6153372974626601 -0.39260785291701822 4.6153372974626601 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 -3 5 -4 -7 8 -6 10 -9 12 -11 14 -13 -15 17 18 -12 -19 -18 24 23 -23 25 26 28 -20 -17 -30 right_child=1 2 4 -5 7 6 -8 9 -10 11 16 13 -14 15 -16 21 20 19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00011388648825448129 -0.1333979410990592 0.30091657226284346 -0.29880580246448518 -0.039311996161937715 -0.20242306462356022 0.17682507112622262 -0.13854243860051438 -0.31785670100223451 0.026046387214630897 -0.0096321381427146302 -0.3187803183992704 0.0068241610085325588 0.30383389355807472 -0.19472977641750785 0.3302644574926013 -0.11707308903336525 0.23574246063151141 -0.1246163046360016 -0.1349242804778947 0.16198053460928702 -0.015930411615904343 -0.21593132202441875 -0.34891508099707691 0.14738817182369532 0.20761594103977965 -0.19780174142548018 0.33597655594348907 0.054683030560346596 -0.081678904025327598 0.1336891081266933 leaf_weight=92578 31 30 20 25 21 20 37 21 953 37 36 35 29 34 21 40 22 20 36 31 47 26 22 40 34 28 20 35 42 45 leaf_count=92578 31 30 20 25 21 20 37 21 953 37 36 35 29 34 21 40 22 20 36 31 47 26 22 40 34 28 20 35 42 45 internal_value=-1.38213e-11 0.00573633 0.00812325 0.146267 0.00378654 -0.0982556 -0.0278872 0.00847744 0.0211205 -0.00908933 -0.0569668 0.0171218 0.128103 -0.00180526 0.128114 -0.0237856 -0.0328316 -0.0752556 -0.134761 0.0495896 0.0643131 -0.00421624 -0.084032 0.00426231 0.0293904 -0.00523626 0.0314429 -0.0414559 -0.0165152 0.0297183 internal_weight=94416 1838 1807 55 1752 77 57 1675 974 701 248 453 66 387 56 331 227 158 107 51 69 297 88 66 209 175 147 71 127 87 internal_count=94416 1838 1807 55 1752 77 57 1675 974 701 248 453 66 387 56 331 227 158 107 51 69 297 88 66 209 175 147 71 127 87 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=31 num_cat=0 split_feature=4 16 11 16 16 12 12 15 7 10 16 10 7 7 7 7 7 7 13 0 16 12 10 10 16 15 16 12 12 7 split_gain=6.28535 132.263 115.701 102.128 99.7727 71.1854 97.1417 58.8565 161.283 125.908 125.811 90.0687 78.1347 94.3262 74.1053 76.399 75.3331 126.343 94.6764 86.9935 74.8077 79.8414 73.1275 102.511 95.9757 80.2089 117.613 95.2722 111.661 86.7991 threshold=3.7589647809662083 0.017796522407601441 -0.3883118314716632 0.021385162872545493 0.016622551061375824 0.78692413989904886 0.74206351950380078 3.5353796731623546 -0.99792875543102777 0.78584032370147672 0.010298215047806753 1.8851525316308024 1.5535049444160915 0.96501636658757606 -0.76885266473267966 -0.5911212150529267 -0.18431367467482579 0.44762036863096205 -0.66877254928827823 5.7473642581895774 0.01069648010741033 0.029488239341115639 0.78675835141742323 0.43586390859398561 0.0079930544183343718 2.5110576107184825 0.0088157159391104543 0.037053019566539627 0.029881214937241562 0.02106488939955516 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 5 6 7 10 -9 12 22 -11 13 14 -10 -16 18 20 -17 -19 -18 -22 23 25 -24 26 27 28 -2 -28 right_child=1 2 3 -5 -6 -7 -8 8 9 11 -12 -13 -14 -15 15 16 17 19 -20 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00010324528142147245 0.0037140930652397107 -0.26055630495150889 -0.15836901130319081 0.090533514134585866 0.16833324156701568 -0.18535541806902206 0.17811095175333322 0.2160376498611962 -0.11920947710673013 -0.27356096220016485 -0.093588216964807902 -0.012419459436620985 -0.15948818087577821 0.24894830215544927 0.225108223205263 0.10709105087444187 0.27633334045298397 0.087538740955866307 -0.13702456678481811 -0.16436757645730316 -0.072788798241388231 0.17814971583429726 0.27946779017857765 -0.19472302637462105 -0.02662129357457161 0.057979357686270494 -0.037450719491029398 -0.062205742411558934 0.16679621603129047 -0.25781168707392438 leaf_weight=92928 202 36 34 32 35 21 30 41 30 25 177 28 20 21 22 24 30 26 47 29 21 32 21 28 20 178 39 153 53 33 leaf_count=92928 202 36 34 32 35 21 30 41 30 25 177 28 20 21 22 24 30 26 47 29 21 32 21 28 20 178 39 153 53 33 internal_value=-4.84919e-12 -0.00644783 -0.116348 -0.037689 0.00164006 -0.00267842 0.000205957 -0.00389954 0.0282491 0.0065608 -0.0179823 -0.135599 0.0315094 0.0450554 0.0286502 0.0478528 0.0291943 0.0722578 -0.0545066 -0.0452846 0.150147 0.0787212 0.000425148 -0.00732845 0.130156 0.00064579 -0.0206154 0.000178842 0.0376096 -0.138449 internal_weight=94416 1488 102 66 1386 1351 1330 1300 396 355 904 53 302 282 261 231 209 138 71 55 83 53 727 686 41 658 480 408 255 72 internal_count=94416 1488 102 66 1386 1351 1330 1300 396 355 904 53 302 282 261 231 209 138 71 55 83 53 727 686 41 658 480 408 255 72 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=31 num_cat=0 split_feature=7 4 15 7 10 16 0 11 10 16 11 13 0 16 13 4 16 4 12 4 12 15 16 11 12 13 16 11 16 16 split_gain=5.84511 24.5308 27.4468 91.2525 43.6422 46.6471 43.4719 35.5788 21.5571 19.3396 17.0106 33.2047 58.6481 44.7976 37.8229 33.8748 35.9066 48.3561 66.6581 33.6149 31.015 28.1947 26.7533 23.0267 24.7364 19.0305 18.5437 22.4744 25.8392 25.5592 threshold=2.6514903446598983 3.1920118449839001 2.3378411815249689 2.9042639619822137 0.016525674333681861 0.017202056732928486 1.0241313109483501 0.011663981285218327 3.8012928907816832 0.024222171496760338 -0.16257697906246546 0.040313483382584663 -0.15239224282550548 0.0024884812420319737 -0.84654814705267933 -0.41442423015370794 -0.011690648152716024 -0.67548693297127549 0.030593483205219613 -0.74635604996906391 0.071020847656672645 0.05454586227063199 -0.054805830526608292 -0.10210159419952329 0.70983952062147593 -0.049078405096301576 0.003600850452819427 -0.015879263305824488 -0.010376026424388283 -0.010376026424388283 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 -4 5 -5 9 -7 10 -6 11 13 15 25 -15 16 -13 -18 -19 -16 -20 -21 -12 -24 26 -2 27 28 -25 -29 right_child=1 -3 3 4 6 7 -8 -9 -10 -11 22 12 -14 14 19 -17 17 18 20 21 -22 -23 23 24 -26 -27 -28 29 -30 -31 leaf_value=-0.00012070682990753705 -0.0041343444894100063 -0.093356469750404361 0.19363702343720379 -0.11317994194786724 -0.044255102549990016 0.10604717454739981 0.19160237374405067 -0.059878146198267736 0.088285684996637803 0.084067417098128275 0.086984956974900052 -0.080070839214193473 0.13542303264745184 0.022631298422813417 -0.0078784781857393679 -0.093812305525396822 -0.012369568026496457 0.22543340034782888 -0.070699408985674381 -0.10183148479417843 0.083148945990557735 -0.24711866033348173 0.079948683521460479 -0.13097715296823045 0.063140575392888143 -0.080984942742756444 -0.04025240597702491 0.046720293173744425 -0.013086161581972212 0.001011096706917755 leaf_weight=92245 406 25 33 41 24 28 21 24 29 23 43 34 37 25 20 33 109 25 20 34 38 22 41 23 65 35 105 157 97 554 leaf_count=92245 406 25 33 41 24 28 21 24 29 23 43 34 37 25 20 33 109 25 20 34 38 22 41 23 65 35 105 157 97 554 internal_value=1.00668e-11 0.00512879 0.0062761 0.0421493 0.011099 -0.0334208 0.0719864 0.0294663 0.00271083 0.018541 0.00142031 -0.00928165 0.0176543 -0.023992 -0.084066 0.000830152 0.0146496 0.031423 0.0889338 -0.119164 0.0300978 -0.158909 0.00968598 0.0064961 0.00348755 -0.0102336 -0.000655023 0.00434826 -0.0356819 0.0111044 internal_weight=94416 2171 2146 194 161 93 68 52 1952 47 1923 838 296 542 101 259 226 192 83 76 58 56 1085 1042 1001 441 936 831 120 711 internal_count=94416 2171 2146 194 161 93 68 52 1952 47 1923 838 296 542 101 259 226 192 83 76 58 56 1085 1042 1001 441 936 831 120 711 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=31 num_cat=0 split_feature=10 10 15 8 16 11 15 15 7 12 0 0 10 15 10 7 0 15 16 15 15 16 10 12 15 0 0 4 15 16 split_gain=5.76607 39.4486 40.2626 38.5583 67.4849 38.1248 77.8866 57.9543 52.0121 47.8336 46.8621 37.9747 53.9782 48.795 160.249 37.49 35.7311 34.2541 32.1959 38.6378 30.5181 53.592 29.7336 51.8258 94.8352 46.9465 29.4618 39.6296 27.2482 26.7753 threshold=1.8300881899516779 1.8851525316308024 0.14907129013371997 0.37238586627582387 0.016119965731735426 0.23929492661916221 4.6153372974626601 4.0010959904159478 0.96501636658757606 -0.33024407745001821 0.81745836448421938 1.4082405431572949 2.1200636992471251 0.82156764253867032 1.9926050775906796 1.3718239069656775 1.4677220253103862 0.93498380291082472 0.017202056732928486 1.2012321049714914 1.102411241087039 0.015627045093039419 1.7224624312152066 0.39700638513049363 0.97616131414377294 -0.049559849950669803 0.45552866799337605 -0.4437493820148618 1.102411241087039 0.017796522407601441 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 -2 4 17 6 16 9 -9 10 28 13 -13 -11 -15 18 -3 -4 19 -16 -5 -22 -1 25 -25 -24 27 -20 29 -7 right_child=1 5 3 20 -6 7 -8 8 -10 11 -12 12 -14 14 15 -17 -18 -19 26 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=9.6163917848112558e-05 -0.0097532323388615037 0.0095399799996855605 -0.10371263963480791 -0.053322899445429839 -0.20952920160795513 0.025566020311571621 0.20067746525719052 -0.035656144544482231 -0.22708467949520458 -0.0072961428805860783 0.1786566427775792 0.15545186851963855 -0.0099959618887122802 -0.30531031677256459 -0.043849599653234088 -0.1377472918879773 -0.052894919757780282 0.060567932508208536 0.042603286140813282 0.10710200178317536 -0.074057825505733491 0.14976557130398957 0.014345836681194414 0.034768338173456058 0.24481199781099955 -0.13112856200145137 0.044575140012368085 -0.098287598158471115 0.12848943986675956 -0.079514468206824479 leaf_weight=87694 786 2609 30 113 38 181 21 40 22 1967 21 33 49 23 30 28 95 22 26 39 20 23 78 206 24 31 31 86 22 28 leaf_count=87694 786 2609 30 113 38 181 21 40 22 1967 21 33 49 23 30 28 95 22 26 39 20 23 78 206 24 31 31 86 22 28 internal_value=-2.46328e-12 -0.0029022 -0.0208034 -0.0561099 -0.108233 0.000550237 0.00883634 -0.00804825 -0.103582 -0.00573814 0.0356333 -0.0102475 0.0565867 -0.0127051 -0.0531589 -0.0289944 0.00734645 -0.0342093 -0.0146308 0.0414709 -0.0260387 0.0456617 0.00021043 0.0297692 0.0566859 -0.0270276 -0.0417008 -0.0655808 0.0226312 0.0114883 internal_weight=94416 6383 1032 246 90 5351 2725 2626 62 2564 252 2312 82 2230 263 240 2704 52 212 69 156 43 88033 339 230 109 143 112 231 209 internal_count=94416 6383 1032 246 90 5351 2725 2626 62 2564 252 2312 82 2230 263 240 2704 52 212 69 156 43 88033 339 230 109 143 112 231 209 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=31 num_cat=0 split_feature=10 15 0 15 15 12 16 4 0 10 0 12 16 4 15 0 7 7 16 16 8 11 11 0 7 15 16 15 7 16 split_gain=6.0616 53.7081 22.9228 36.7955 28.5248 18.1801 20.4961 25.0331 23.5136 10.4683 81.99 31.1238 38.3929 50.8896 45.6689 71.2081 53.2312 43.8721 52.6106 32.8584 35.6237 29.7317 49.0062 60.1373 28.0713 27.5621 24.6616 21.0642 20.254 17.6253 threshold=5.1481174958245211 2.5110576107184825 -0.4719791893090633 1.0597440413455035 0.16015302414351537 0.23771618333833225 -0.012666494079157821 0.18122740265213824 -0.2542164749858819 2.127148101809806 3.9931646150306155 -0.33024407745001821 0.018441319517399281 0.094298303384013307 2.1621156136613506 1.4677220253103862 -0.28700295671201631 0.58190635283344216 0.0334969470111958 0.041787447695328113 0.44654812291062235 2.9213682658541802 3.0341857948765485 0.010929792916880593 -0.36204512435457864 1.2012321049714914 0.023163301644380477 -0.70405110493486533 -0.7175080237140844 0.0008459776067026749 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=9 2 4 5 -2 -4 -7 8 -8 -1 11 21 14 17 15 25 -16 18 -14 20 26 -11 23 28 -20 27 -15 -13 -23 -24 right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 12 13 19 16 -17 -18 -19 24 -21 -22 22 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00011760189779216629 0.0026292589349815481 0.15778199019308281 0.07747673159837723 -0.12567299221243178 0.13261170119047166 -0.10303226231004706 -0.0098752507883490947 -0.085906475640478597 0.12548452436569191 -0.024066433124244214 -0.19906691773371266 0.046434948683320869 0.057430567746845684 -0.1050050773844123 -0.014864578967293105 -0.17395075511932376 0.19363520443439486 0.10966391784363781 -0.13973159943110286 -0.016430539098825862 -0.064228070292759828 0.12385429798260979 0.045713213215703555 0.23561351227760319 0.0036736779447112768 0.083927069136074617 -0.25683793318660364 -0.0087078763887690862 0.0037203377371446953 -0.040057687541469933 leaf_weight=92072 52 24 25 28 25 22 33 21 21 78 22 73 41 20 24 25 25 29 39 47 54 23 46 25 21 35 23 1357 36 50 leaf_count=92072 52 24 25 28 25 22 33 21 21 78 22 73 41 20 24 25 25 29 39 47 54 23 46 25 21 35 23 1357 36 50 internal_value=8.62627e-12 0.0155195 0.000478566 -0.0222892 0.0448314 0.00143823 -0.0181593 0.00673674 0.0427647 -4.13678e-05 -0.00703452 -0.00499458 -0.0096191 -0.0441073 -0.0034789 -0.00660279 0.0915129 0.00125017 -0.0298785 -0.085055 -0.118306 0.0275026 0.0498491 0.10563 -0.0895398 -0.00374702 -0.186218 -0.00589289 0.0505522 0.00104087 internal_weight=94416 251 227 150 77 122 97 75 54 94165 2093 2071 1813 274 1539 1490 49 130 101 144 97 258 180 84 60 1465 43 1430 59 96 internal_count=94416 251 227 150 77 122 97 75 54 94165 2093 2071 1813 274 1539 1490 49 130 101 144 97 258 180 84 60 1465 43 1430 59 96 is_linear=0 shrinkage=0.1 end of trees feature_importances: rolling_std_4=973 rolling_cv_4=750 mean_stock=715 lag_1=643 rolling_3_mean=542 avg_precip=541 avg_hum=496 mean_discount=485 avg_temp=441 avg_wind=414 parameters: [boosting: gbdt] [objective: regression] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 200] [learning_rate: 0.1] [num_leaves: 31] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]