tree version=v3 num_class=9 num_tree_per_iteration=9 label_index=0 max_feature_idx=10 objective=multiclass num_class:9 feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 feature_infos=[0:17.462764063495118] [0:21.950511735775493] [0:20.167710415427706] [0:19.919286791253864] [0:33.140982604211274] [0:18.293993955024668] [0:21.972525585940197] [0:23.269893218498208] [0:14.961580628674605] [0:18.643998702683056] [0:22.085835715742867] tree_sizes=964 962 960 967 655 958 868 964 960 975 973 869 976 659 971 972 976 981 977 878 874 976 660 978 977 978 982 975 980 871 977 989 972 976 976 988 973 979 876 973 659 974 973 977 981 972 975 879 974 985 970 970 974 981 977 976 876 970 770 970 969 983 983 982 982 774 981 663 970 975 981 986 982 881 773 976 875 977 971 979 984 981 881 981 973 870 979 979 979 986 981 989 773 975 661 981 982 978 976 978 984 774 974 877 981 970 980 985 984 883 774 977 768 982 986 985 986 985 980 775 983 875 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991 983 771 885 890 983 993 985 991 997 677 671 990 994 770 986 769 995 677 989 775 990 999 978 992 570 677 989 987 674 989 988 983 988 777 988 677 980 985 778 991 998 996 991 992 986 986 774 776 977 982 987 771 673 989 991 987 882 984 569 871 988 986 567 983 990 983 983 977 993 674 984 889 989 777 669 984 989 978 985 769 988 974 565 991 984 768 987 674 671 992 679 983 987 989 774 995 666 982 775 984 984 766 992 993 991 773 990 995 980 990 882 986 981 991 674 988 983 989 776 775 990 978 994 882 673 984 880 675 988 983 879 989 672 992 671 987 773 775 986 998 991 877 987 989 993 974 782 992 877 983 884 992 984 982 992 978 996 669 994 774 875 987 972 665 674 991 986 983 674 995 989 986 998 989 987 998 889 Tree=0 num_leaves=8 num_cat=0 split_feature=8 3 3 5 5 5 3 split_gain=31574.7 8327.51 3104.35 15291.4 2929.78 1485.91 64.9239 threshold=14.871999165111028 9.1322750842111429 9.5962103380085662 11.210929380653097 11.642120317757486 9.996342174341839 9.4161718851066158 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=-1.6853594941414414 -2.1796919194690676 -1.4184601699706998 -1.5485710431930171 -2.1726766159621111 -2.0014616724461716 -2.1150162449838579 -2.1354452824251555 leaf_weight=106.70518463850021 6891.9501916915178 878.47378966212273 490.37670682370663 1951.6722480654716 95.887147486209869 318.02570582926273 352.69259761273861 leaf_count=868 56063 7146 3989 15876 780 2587 2869 internal_value=-2.08053 -1.63664 -2.14468 -2.04719 -1.47569 -2.0064 -2.17755 internal_weight=0 1399.09 9686.69 2442.05 974.361 424.731 7244.64 internal_count=90178 11381 78797 19865 7926 3455 58932 is_linear=0 shrinkage=1 Tree=1 num_leaves=8 num_cat=0 split_feature=8 8 0 0 8 3 3 split_gain=5280.9 17309 6429.74 847.673 21.4872 54.0288 0.491808 threshold=14.907335691510722 14.892420099699093 9.2506165925002755 8.4856532054216007 14.910527555780067 8.3912310005437636 7.555671347408925 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-2.6526013088494138 -2.5965720784190478 -2.0968184706669581 -2.7497273029337514 -2.8444023284755109 -2.8557084387944185 -2.8434904743196068 -2.865697490145803 leaf_weight=261.37554734945297 9.3725575059652311 567.89778015017509 205.33821409195662 1895.6987614706159 144.02056674659252 60.921623788774014 2807.4769965931773 leaf_count=3960 142 8604 3111 28721 2182 923 42535 internal_value=-2.77119 -2.67556 -2.26995 -2.82112 -2.86393 -2.80858 -2.86524 internal_weight=0 2930.31 773.236 2157.07 3021.79 70.2942 2951.5 internal_count=90178 44396 11715 32681 45782 1065 44717 is_linear=0 shrinkage=1 Tree=2 num_leaves=8 num_cat=0 split_feature=1 8 8 8 8 8 8 split_gain=12181 11210.4 2551.12 1212.91 4376.85 6.25014 1.82363 threshold=7.9407601925357643 14.904746724265181 14.893562915328795 14.907335691510722 14.893110676724056 14.909654479947964 14.909654479947964 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-2.3012275212491669 -2.9280033812044248 -2.8084993779411862 -1.6861404798037347 -2.9298347161833647 -2.6041095828196532 -2.9548457983319611 -2.9551308729498302 leaf_weight=128.94122023135424 1880.0540083050728 2.3664506301283827 148.54028570652008 41.928650908172131 535.12123351544142 195.56590720266104 2539.3228825703263 leaf_count=2125 30984 39 2448 691 8819 3223 41849 internal_value=-2.86104 -2.3779 -1.96892 -2.9071 -2.85616 -2.95284 -2.95475 internal_weight=0 475.414 277.482 4996.43 2415.18 197.932 2581.25 internal_count=90178 7835 4573 82343 39803 3262 42540 is_linear=0 shrinkage=1 Tree=3 num_leaves=8 num_cat=0 split_feature=2 8 8 1 2 8 2 split_gain=7052.99 21359.5 7040.19 666.846 1339.71 318.452 155.132 threshold=13.912018552077223 14.900969179202596 14.834612849217498 10.326383371568493 14.571220060887315 14.905998535555076 14.404392704405003 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-2.8491642790359317 -2.9059026021983621 -2.6422860029732553 -1.7335607740626078 -2.5252737261786193 -2.9054460231218138 -2.9613502939343364 -2.9601137331738712 leaf_weight=72.548993431031704 641.16816352680326 31.792474880814552 256.61069010943174 110.37725771591067 551.88628857955337 701.22725611180067 3023.4524091072381 leaf_count=1214 10729 532 4294 1847 9235 11734 50593 internal_value=-2.87726 -2.64649 -1.97862 -2.93395 -2.84165 -2.94721 -2.95064 internal_weight=0 1062.18 329.16 4326.88 662.264 733.02 3664.62 internal_count=90178 17774 5508 72404 11082 12266 61322 is_linear=0 shrinkage=1 Tree=4 num_leaves=5 num_cat=0 split_feature=8 8 2 3 split_gain=36963.2 27970.7 1823.3 1483.93 threshold=14.89098124964333 14.889251060631423 13.62099497007585 9.2237323948137391 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-1.5279995760811251 -1.7098760935120227 -1.5989468364818151 -1.1758367920798567 -1.6837910107806495 leaf_weight=930.26452162861824 10563.384122207761 105.43965803086758 2986.9730318933725 1779.4076540321112 leaf_count=5126 58207 581 16459 9805 internal_value=-1.5985 -1.39574 -1.19026 -1.6303 internal_weight=0 5802.08 3092.41 2709.67 internal_count=90178 31971 17040 14931 is_linear=0 shrinkage=1 Tree=5 num_leaves=8 num_cat=0 split_feature=5 8 7 2 8 2 5 split_gain=38130 9571.14 5216.2 3269.07 2727.03 868.123 463.167 threshold=12.780977056249043 14.900969179202596 7.9257272972350474 12.029007267547847 14.896876159177149 10.3079873475185 12.40401907118533 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-2.1630282172137134 -1.5961911271672573 -2.0061166169860374 -1.4420221476688364 -2.1786557531198762 -1.5025028796831037 -2.1792963200921216 -2.0797121206655622 leaf_weight=115.79763920605183 26.929683536291122 191.93519902229309 1134.7189380973577 8637.2063636556268 134.28119472414255 297.20578011870384 500.40248316526413 leaf_count=946 220 1568 9270 70561 1097 2428 4088 internal_value=-2.08551 -1.64245 -1.52351 -2.16346 -1.80745 -2.1295 -2.17324 internal_weight=0 1650.79 1326.65 9387.69 250.079 324.135 9137.61 internal_count=90178 13486 10838 76692 2043 2648 74649 is_linear=0 shrinkage=1 Tree=6 num_leaves=7 num_cat=0 split_feature=8 8 3 3 3 3 split_gain=9409.14 12783.5 19405.4 620.337 108.618 63.2521 threshold=14.905998535555076 14.928054595819104 9.7825895425719747 7.0970597227589947 1.0000000180025095e-35 12.64073194337146 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-1.7285203201166763 -1.6111609478437625 -1.8805451453954614 -2.1345960161438091 -2.1666251075118064 -2.1916849742702449 -2.0254783428980279 leaf_weight=4.1257798522710791 1511.0061976611614 77.055006064474583 1332.1415064185858 2678.3592029213905 5317.7661901786923 22.327749788761139 leaf_count=34 12452 635 10978 22072 43823 184 internal_value=-2.09565 -2.00506 -1.85634 -2.15855 -2.19055 -2.19098 internal_weight=0 5598.56 2843.15 2755.41 5344.22 5340.09 internal_count=90178 46137 23430 22707 44041 44007 is_linear=0 shrinkage=1 Tree=7 num_leaves=8 num_cat=0 split_feature=8 10 6 0 8 10 8 split_gain=26452.2 7638 1782.4 1159.63 428.796 689.277 9.65752 threshold=14.928054595819104 8.8609578977602386 8.0367877550772953 8.1439997035929821 14.920001845484427 8.8058158888118907 14.918661398272731 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-2.1870999508410454 -1.7249820903090789 -1.7864519598426707 -2.0156272044277204 -1.5157980147225834 -1.9827634798908369 -2.1596039744732156 -2.1665126151673126 leaf_weight=6561.2158065736294 501.64071172475815 468.97288976609707 1224.6150935739279 583.00438813865185 271.008335724473 1162.3382344841957 260.60846731066704 leaf_count=53626 4100 3833 10009 4765 2215 9500 2130 internal_value=-2.08605 -1.8192 -1.95203 -1.61212 -2.17588 -2.12612 -2.18633 internal_weight=0 2778.23 1693.59 1084.65 8255.17 1433.35 6821.82 internal_count=90178 22707 13842 8865 67471 11715 55756 is_linear=0 shrinkage=1 Tree=8 num_leaves=8 num_cat=0 split_feature=8 9 10 8 7 7 8 split_gain=22803.4 3852.64 5389.39 506.613 554.322 254.926 49.0016 threshold=14.926295702715089 9.0562279573531903 8.691505069032214 14.92157049511099 7.7745717536395107 8.0341189150694863 14.918222000918787 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-2.1762276938458873 -1.9953454396689354 -1.9742085923826416 -1.6970989317557688 -1.9997016092526581 -2.1637945158013241 -2.1599792416929708 -2.1473236053591607 leaf_weight=6530.8174213469028 930.32923354208469 92.934188492596149 1739.8316801860929 368.4044523909688 464.05384957790375 346.06568995118141 657.20392260700464 leaf_count=52916 7538 753 14097 2985 3760 2804 5325 internal_value=-2.07592 -1.84607 -1.80094 -2.16504 -2.09117 -2.12051 -2.1736 internal_weight=0 3109.16 2670.16 8020.48 832.458 439 7188.02 internal_count=90178 25192 21635 64986 6745 3557 58241 is_linear=0 shrinkage=1 Tree=9 num_leaves=8 num_cat=0 split_feature=8 9 3 2 2 8 9 split_gain=18235.2 4059.14 2276.72 3550.3 1448.56 377.943 36.0019 threshold=14.881720982320322 8.1310067965770951 9.5371471574215274 15.063417264405386 13.370736507846329 14.572237689267261 8.7887755720401746 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.15935989752081911 -0.098885125549954503 0.0048013479002062473 -0.087323903387094406 0.15483552099879708 0.3506152994043038 -0.068163590013670047 -0.072934026088549084 leaf_weight=92.309246420860291 5741.2093140929937 130.88622967153788 1407.7772971689701 1060.7126634269953 1628.6979650706053 334.71495626866817 605.28526924550533 leaf_count=603 51994 883 12267 7651 8771 2544 5465 internal_value=0 0.257823 -0.0647309 0.0167528 0.324909 -0.0187227 -0.096422 internal_weight=0 2186.61 8814.98 2468.49 1759.58 427.024 6346.49 internal_count=90178 12801 77377 19918 9654 3147 57459 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=8 num_cat=0 split_feature=9 3 9 0 3 3 9 split_gain=3083.39 1014.22 265.79 228.623 216.199 191.797 14.5791 threshold=7.7901639522871173 8.8303606113280022 8.2974667190649729 8.6755927649809568 8.47125897865814 9.2004013540088057 8.9436524133493673 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -3 -1 -2 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=0.023450199195690496 -0.044519201515346475 0.23949082413345951 -0.071367849503657294 0.11282331559756323 0.092383308984418322 0.069338135636754658 -0.088816396376476758 leaf_weight=1460.044799592346 622.29852617159486 376.29604188725352 714.55846552550793 233.8943876363337 660.6499832123518 193.04193696752191 1679.1402163431048 leaf_count=20064 9877 4951 11715 3355 9286 2903 28027 internal_value=0 0.0776928 -0.0668484 0.191201 0.044958 -0.0175102 -0.0836397 internal_weight=0 2730.89 3209.04 610.19 2120.69 815.34 2393.7 internal_count=90178 37656 52522 8306 29350 12780 39742 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=10 8 8 8 2 8 split_gain=6017.47 3992.39 793.174 2129.32 630.222 2.08968 threshold=8.2315749267769256 14.907335691510722 14.907335691510722 14.892420099699093 14.39239497677625 14.909654479947964 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.2172573987595551 -0.068641838061061985 -0.093372746163557757 -0.065608386929506254 0.14789484013129733 0.4167238198340642 -0.093443921253076864 leaf_weight=246.08061680570245 1642.3358142003417 287.14732128754258 37.808539073914289 626.55067524686456 464.77236685156822 2169.7052524164319 leaf_count=2415 29640 5246 679 8262 4079 39857 internal_value=0 0.221094 -0.0503362 -0.00880664 0.348075 -0.0929971 internal_weight=0 998 4476.4 2268.89 710.853 2207.51 internal_count=90178 11740 78438 37902 6494 40536 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=8 num_cat=0 split_feature=2 5 9 1 2 6 2 split_gain=4366.4 1656.12 2333.64 458.532 557.592 336.347 100.145 threshold=14.083849938682597 12.815137844481002 7.8564392594898633 10.438952644129511 15.020667565525391 6.8788941041374283 14.58954693896502 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.04982743429680659 -0.043016906673818224 0.48393166703658896 0.33542630998190487 0.16690781851585845 -0.045265550289044811 -0.041660405674669387 -0.083782820559168233 leaf_weight=541.66995804384351 801.54845848307014 11.531908351927994 606.35207289457321 182.77386924996972 379.04499644041061 430.47242829203606 2471.4838299490511 leaf_count=7466 14297 157 6274 2667 6649 7072 45596 internal_value=0 0.137553 0.200833 -0.0594925 0.0239337 -0.0268863 -0.0738156 internal_weight=0 1590.03 1148.02 3834.85 561.819 442.004 3273.03 internal_count=90178 20969 13740 69209 9316 7229 59893 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=5 num_cat=0 split_feature=8 8 5 2 split_gain=27517.3 14931.4 1489.33 978.266 threshold=14.89098124964333 14.888650765397751 11.354157588309716 13.507949299309066 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.076067753294786239 -0.10800627327468276 -0.025256077738586735 0.10022978509492922 0.28590939560368916 leaf_weight=1902.567317545414 9536.8750398606062 103.54926796257496 639.43683867156506 3918.4079166948795 leaf_count=11070 58207 603 3506 16792 internal_value=0 0.158012 -0.0316984 0.277894 internal_weight=0 6563.96 2542 4021.96 internal_count=90178 31971 14576 17395 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=8 num_cat=0 split_feature=3 8 2 5 8 5 2 split_gain=23064.2 6409.21 2200.87 1653.58 1599.27 506.403 157.434 threshold=10.371223406656052 14.893562915328795 12.673578259141348 11.375235484518837 14.904746724265181 12.622257144066745 8.9003528788458706 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=-0.094742266708216477 0.23754778707169213 -0.053790153854974709 -0.094245144200380007 0.3773795496172716 0.30846486899552095 -0.004973409858163527 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leaf_weight=1078.7923261448741 72.133860625326633 3485.0287370383739 51.188797183334827 4732.0084375217557 1106.7952566444874 195.92268811911345 103.10799012333155 leaf_count=8618 553 28603 412 41067 8441 1579 905 internal_value=0 0.0398855 -0.0465459 -0.051757 0.0901662 0.0100146 0.114993 internal_weight=0 5866.54 4958.44 4804.14 2185.59 3680.95 154.297 internal_count=90178 47241 42937 41620 17059 30182 1317 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=8 num_cat=0 split_feature=8 10 0 0 8 10 8 split_gain=18331.4 3267.09 945.628 544.864 379.622 533.454 10.0606 threshold=14.927853812706594 9.1825201540576114 8.4743161283059258 8.7882651272236263 14.920001845484427 8.691505069032214 14.918661398272731 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.099329971133984327 0.21669957328144662 -0.029054162362453475 0.35648304180442419 0.110912207088984 0.098891969744888453 -0.068560111994038914 -0.07754156482899896 leaf_weight=5872.6383201107383 1260.5221297591925 379.40002273768187 794.10432514548302 1037.275094166398 229.90477648377419 1081.1900465637445 240.91771606355906 leaf_count=53626 7636 2778 4816 7832 1775 9585 2130 internal_value=0 0.19034 0.270872 0.0734337 -0.0880121 -0.0391438 -0.0984842 internal_weight=0 3471.3 2054.63 1416.68 7424.65 1311.09 6113.56 internal_count=90178 23062 12452 10610 67116 11360 55756 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=8 num_cat=0 split_feature=8 0 10 7 8 7 8 split_gain=16364 2458.21 2678.42 388.333 385.525 383.154 11.5129 threshold=14.925762802849045 9.6580978316424133 8.9338290468171611 8.6269761698090406 14.919550842712399 7.7745717536395107 14.916782610882285 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.098997959577176872 0.10264234915605822 0.076329228388749559 0.28811207556146895 -0.078775227108011964 0.030174914263267461 -0.088754812271721675 -0.082312472679092447 leaf_weight=5608.7287241816521 1410.9164138510823 294.20709081739187 1741.065898142755 355.19172398000956 509.59491398185492 576.3681963160634 485.64269548654556 leaf_count=50786 10243 2016 10569 3074 4100 5130 4260 internal_value=0 0.168659 0.205149 -0.00849656 -0.0879009 -0.0329699 -0.0976821 internal_weight=0 3801.38 3151.98 649.399 7180.33 1085.96 6094.37 internal_count=90178 25902 20812 5090 64276 9230 55046 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=8 num_cat=0 split_feature=8 9 3 5 5 5 9 split_gain=12753.6 2359.32 2114.15 6727.7 1574.63 360.208 59.1828 threshold=14.881720982320322 7.9893754409139364 9.5962103380085662 11.293491157766086 11.56485131247477 9.6383445967260339 8.7887755720401746 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.16341909641969227 -0.097365245472696094 0.26451460334490173 0.27475649609183589 -0.09264735388391819 -0.0060170789573466442 -0.081531916597309517 -0.064039458769883414 leaf_weight=73.386783093214035 5256.132602289319 1929.5403578281403 712.29244417697191 1653.3800197541714 242.08639669418335 310.66072082519531 601.85238905251026 leaf_count=428 52476 8409 3633 15475 1522 2442 5793 internal_value=0 0.193978 -0.0617364 0.0180455 0.234368 -0.0344219 -0.0939529 internal_weight=0 2555.67 8223.66 2365.67 2171.63 384.048 5857.98 internal_count=90178 12801 77377 19108 9931 2870 58269 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=8 8 9 0 8 8 split_gain=4255.72 6899.78 2117.27 582.392 8.15412 0.138118 threshold=14.908595028305081 14.891696904234349 8.3475872508793731 8.4856532054216007 14.911370549600658 14.910527555780067 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.085392036636409097 -0.049054075307674562 0.30709040660997799 -0.035210585579178943 -0.069726879529683108 -0.093511654449693712 -0.066563257304956644 leaf_weight=284.90096853300929 42.92204012721777 1117.7280908226967 215.28051728755236 1580.4179851710796 2616.8102075494826 20.555493921041489 leaf_count=3852 710 9018 3407 28474 44362 355 internal_value=0 0.0781669 0.251824 -0.0460016 -0.0926365 -0.0556684 internal_weight=0 3198.33 1333.01 1865.32 2680.29 63.4775 internal_count=90178 44751 12425 32326 45427 1065 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=1 8 8 8 2 8 split_gain=4668.62 2428.1 670.294 1365.05 361.992 2.2428 threshold=8.1897596687136947 14.907335691510722 14.907335691510722 14.891696904234349 13.652160250779874 14.909654479947964 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.054081491360006742 -0.068101615103034238 -0.092867266703586679 -0.063534112134037396 0.097481243458098013 0.27097162742357628 -0.092929127467381592 leaf_weight=85.382185321301222 1486.2817752808332 263.84560062736273 35.508076600730419 747.41199017316103 834.59854026883841 1958.5176449641585 leaf_count=781 29461 5310 678 8505 5649 39794 internal_value=0 0.174287 -0.0503098 -0.0126774 0.250923 -0.0924378 internal_weight=0 1183.83 4227.72 2233.69 919.981 1994.03 internal_count=90178 11740 78438 37966 6430 40472 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=8 num_cat=0 split_feature=8 2 8 10 3 8 8 split_gain=3579.16 5761.76 1212.44 721.981 40.6604 99.4757 15.9312 threshold=14.908595028305081 14.359518479786596 14.820894537509451 11.136868785666392 6.7046708222886204 14.927853812706594 14.911370549600658 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.04220745839570058 0.31809820845169751 -0.057588010708532589 0.27860479686312067 0.26146611653171753 -0.039671958433252795 -0.089124115219571143 -0.09295936963625219 leaf_weight=132.30458432808518 7.472490098327401 1634.6369475238025 1056.0178055614233 73.160048972815275 59.575952142477036 19.608395054936409 2363.114179328084 leaf_count=1912 126 32744 8863 1232 1056 371 43874 internal_value=0 0.0738875 0.242881 -0.0437751 -0.0903027 0.0305681 -0.0916659 internal_weight=0 2896.12 1188.32 1707.8 2449.77 27.0809 2422.69 internal_count=90178 44751 10775 33976 45427 497 44930 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=5 num_cat=0 split_feature=8 8 5 2 split_gain=21874.7 9725.77 1383.76 485.357 threshold=14.89098124964333 14.889251060631423 11.364831151402891 13.468550727759018 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.07103651758555736 -0.10562106738537502 -0.017423060564249453 0.093179212680150447 0.22605174760485511 leaf_weight=1807.951587960124 8703.3907496333122 83.305886551737785 715.3778245896101 4347.7405341565609 leaf_count=11257 58207 495 3674 16545 internal_value=0 0.132246 -0.024462 0.221471 internal_weight=0 6954.38 2523.33 4431.05 internal_count=90178 31971 14931 17040 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=8 num_cat=0 split_feature=3 5 8 2 3 3 2 split_gain=16422.7 4962.33 1178.56 1099.56 1006.63 263.117 113.071 threshold=10.170164522753945 11.700696289573145 14.893110676724056 12.880374407927007 9.350372350165296 9.55635206054348 13.129790129782949 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.066718520170936088 0.084144386776402388 -0.056100033457590549 0.27044418039071055 -0.096035932591966355 0.24263689097367525 -0.039834892376801677 -0.086230643691021486 leaf_weight=224.94116270542145 41.315345630049706 115.58303827047348 2378.4237646609545 6261.9356422275305 196.02573557943106 963.13396712392569 520.42369145900011 leaf_count=1888 347 1056 10446 61144 1125 9007 5165 internal_value=0 0.194834 0.255294 -0.0793957 0.0775683 -0.0885506 -0.0735725 internal_weight=0 3055.75 2494.01 7646.04 420.967 7225.07 561.739 internal_count=90178 17014 11502 73164 3013 70151 5512 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=8 num_cat=0 split_feature=8 8 9 8 9 2 0 split_gain=7204.8 7585.46 9794.47 629.557 104.165 80.8602 42.3897 threshold=14.905998535555076 14.925762802849045 9.0131896508151375 14.928634530200252 5.6591766761881122 9.8339854806601732 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.36315444908929012 0.32398127946737754 0.052597853425984525 -0.048180000498249727 -0.061869522285275973 -0.093701977146670098 -0.036242758716165106 0.052379713924205998 leaf_weight=7.798147231340411 1894.9138120859861 599.21223893016577 1127.4660863801837 2410.4558110460639 4632.7208863347769 11.578426040709017 19.359071224927902 leaf_count=60 10208 4260 10027 21642 43696 106 179 internal_value=0 0.0733038 0.185181 -0.0390696 -0.0921107 0.134429 -0.0930829 internal_weight=0 6032.05 3022.38 3009.67 4671.46 19.3766 4652.08 internal_count=90178 46137 20235 25902 44041 166 43875 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=8 num_cat=0 split_feature=8 10 0 8 10 10 8 split_gain=14088.4 2108.35 1033.63 373.542 453.906 185.605 10.212 threshold=14.927853812706594 8.5132130099455274 8.404479623089216 14.920001845484427 9.2017566116809437 7.9557006485464994 14.918661398272731 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.098027151171083959 0.3212969665224128 -0.0034857466031407896 0.13949858578620358 0.043938348283127822 -0.081059154933040417 0.23569700641528374 -0.075466811614856799 leaf_weight=5312.8179275467992 415.1326829791069 664.04205077141523 2116.9781220108271 448.22760300338268 821.95628850907087 714.1017776876688 227.59647433459759 leaf_count=53626 2119 3981 13513 3528 7832 3449 2130 internal_value=0 0.152224 0.105368 -0.0859005 -0.0369497 0.267422 -0.0971142 internal_weight=0 3910.25 2781.02 6810.6 1270.18 1129.23 5540.41 internal_count=90178 23062 17494 67116 11360 5568 55756 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=8 num_cat=0 split_feature=8 7 10 8 7 9 8 split_gain=12759.3 1826.3 1600.21 258.519 218.024 200.124 11.4353 threshold=14.924933716379137 8.9227366191199433 8.4225154884381102 14.919550842712399 7.7745717536395107 8.8780289286483072 14.916782610882285 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-0.097613527596394523 0.020540926549377111 0.041233782376631625 0.18775444807160854 0.0085291308193658748 -0.08785782267409703 -0.088434474751011322 -0.080488031302754837 leaf_weight=5067.9924341142178 700.32365442812443 183.47745021432638 3136.5160222426057 472.13284257054329 465.28409896790981 335.31586726754904 458.67949141561985 leaf_count=50786 5069 1087 17581 3633 4532 3230 4260 internal_value=0 0.133441 0.157247 -0.0879697 -0.0393549 -0.0425846 -0.096207 internal_weight=0 4355.63 3836.84 6464.09 937.417 518.793 5526.67 internal_count=90178 26967 22650 63211 8165 4317 55046 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=8 num_cat=0 split_feature=8 3 5 9 5 5 8 split_gain=9472.29 1878.52 4811.48 1658.67 1134.09 265.109 92.0622 threshold=14.883632987558505 9.6553197313576344 11.344126445715835 7.9463781022666558 11.712137755247815 9.7768630457487724 14.944547033785014 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.10946560566601682 -0.092125000622016173 0.21725547941140771 -0.09208095396501996 0.20603490849571282 -0.035708343833846398 -0.086511155295946107 0.21058123198078899 leaf_weight=89.701168514788151 5360.1732128411531 780.90566900372505 1407.8009725809097 2232.5220173299313 212.22939600050449 288.57672417908907 9.1577526330947858 leaf_count=489 58769 3460 14714 8864 1408 2395 79 internal_value=0 -0.0597443 0.0183356 0.154902 0.185043 -0.039873 -0.0915696 internal_weight=0 7558.04 2188.71 2823.03 2444.75 378.278 5369.33 internal_count=90178 77022 18174 13156 10272 2884 58848 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=8 num_cat=0 split_feature=8 8 9 0 8 3 3 split_gain=3538.63 4282.6 1199.87 462.006 8.75254 17.2517 0.493723 threshold=14.908595028305081 14.89098124964333 8.5403307594282669 8.5416360423644822 14.911370549600658 8.3346556943756998 7.555671347408925 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.064073228050598174 0.065984093428350307 0.21296341362661533 -0.050265607426389559 -0.068869719154103545 -0.082211575711245599 -0.075959402012991062 -0.09336533236071827 leaf_weight=320.86210963129997 9.5075332075357419 1453.8005427755415 196.17893695831299 1393.8283415101469 113.53434493392706 49.449276708066463 2244.0814422145486 leaf_count=4186 136 9450 3330 27785 2163 929 42199 internal_value=0 0.0666938 0.181655 -0.0439699 -0.091897 -0.0523505 -0.0928633 internal_weight=0 3364.67 1649.98 1714.69 2416.57 58.9568 2357.62 internal_count=90178 44751 12780 31971 45427 1065 44362 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=1 8 8 8 8 8 split_gain=3606.69 1915.29 519.2 899.185 276.449 2.59732 threshold=8.3152838002920486 14.907335691510722 14.907335691510722 14.891696904234349 14.895572711907471 14.909654479947964 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.14233242640179269 -0.067925599624593089 -0.092420235776330684 -0.05975008752348189 0.068170501631277122 0.24065610437857321 -0.092435769986040806 leaf_weight=578.27510987594724 1317.5641254149377 297.80535150319338 31.827580638229847 767.39818038791418 578.73709660768509 1703.0514627844095 leaf_count=4538 28819 6691 668 8043 2996 38423 internal_value=0 0.1335 -0.0514701 -0.0178249 0.191679 -0.0918709 internal_weight=0 1454.82 3819.84 2084.96 1157.01 1734.88 internal_count=90178 14225 75953 36862 7534 39091 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=8 num_cat=0 split_feature=2 5 9 1 2 7 2 split_gain=2687.53 681.536 1163.38 355.766 342.347 238.002 65.0484 threshold=14.172851784554849 12.815137844481002 7.6777298382184256 10.346685472451908 15.020667565525391 6.1056923079353611 14.58954693896502 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.012192963039306257 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0.22860934775491445 -0.095152038244907436 0.16924644992369151 0.1307533006723148 -0.096173060148277478 -0.045013726994501006 leaf_weight=240.56102412194014 21.037339068949223 2007.9420184344053 5567.9469252005219 222.52854578197002 911.89665909856558 515.74633300304413 805.34756050258875 leaf_count=2261 133 7792 60163 1308 4815 5694 8012 internal_value=0 0.154241 -0.0801164 0.039662 0.198103 -0.0842702 -0.0888245 internal_weight=0 3456.62 6836.38 463.09 2919.84 536.784 6373.29 internal_count=90178 18434 71744 3569 12607 5827 68175 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=8 num_cat=0 split_feature=8 8 9 3 9 2 3 split_gain=5842.05 5173.81 5448.31 523.337 92.4222 50.5967 46.5492 threshold=14.904746724265181 14.928054595819104 8.8339430634017138 7.4126353286476485 5.6591766761881122 9.8339854806601732 12.64073194337146 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.26793122192823055 0.21675970465654185 0.13406715967819705 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-0.073365069619295856 -0.092795675101600528 leaf_weight=440.44489879906178 9.7803904302418214 1674.0835919082165 177.93595282360911 1204.8834838699549 101.19627209380269 44.18245442584157 2008.8460289984941 leaf_count=5875 136 9537 3243 26096 2163 929 42199 internal_value=0 0.0574859 0.145715 -0.0418546 -0.09116 -0.0482073 -0.0922351 internal_weight=0 3497.35 1852.02 1645.33 2164.01 53.9628 2110.04 internal_count=90178 44751 12780 31971 45427 1065 44362 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=1 8 8 8 8 8 split_gain=2823.67 1344.38 500.095 759.112 245.275 0.644848 threshold=8.3152838002920486 14.907335691510722 14.908595028305081 14.891696904234349 14.863791496742204 14.909654479947964 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.2483328434253077 -0.065866253359898388 -0.091936338830388611 -0.060837899963519342 0.058460455800253136 0.13426120633618213 -0.091973334111168786 leaf_weight=231.05656345188618 1229.4602925088257 265.52072193659842 14.479852348566054 816.36978916078806 1057.7050636708736 1523.4281368069351 leaf_count=1553 28819 6691 333 8378 5981 38423 internal_value=0 0.112692 -0.0486536 -0.0162505 0.154889 -0.0917199 internal_weight=0 1554.28 3583.74 2045.83 1288.76 1537.91 internal_count=90178 14225 75953 37197 7534 38756 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=8 num_cat=0 split_feature=8 2 8 4 6 10 3 split_gain=2903.7 3046.75 713.147 516.311 43.8644 39.4025 11.9379 threshold=14.909654479947964 14.425935507951172 14.820894537509451 19.714399874998094 4.3397287074235171 9.1825201540576114 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.047826643648144963 -0.079620275093609846 -0.047627838657731736 0.1840147720565172 0.43306889912728974 -0.036093022870223597 0.2700676927893349 -0.092100566698920749 leaf_weight=146.31828784197569 5.6738017499446851 1433.6502545308322 1385.0157045722008 21.70514727011323 40.521416980773211 5.5247259587049484 2049.8871366959065 leaf_count=2040 112 32787 9910 369 816 70 44074 internal_value=0 0.0634287 0.161846 -0.0401663 -0.0899625 0.100893 -0.0910327 internal_weight=0 2986.69 1531.33 1455.36 2101.61 11.1985 2090.41 internal_count=90178 45106 11950 33156 45072 182 44890 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=5 num_cat=0 split_feature=8 8 5 5 split_gain=16453.5 5684.93 1032.35 215.871 threshold=14.89098124964333 14.889502581986347 10.95385024485944 9.9384965954451534 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.075240542319577317 -0.10292920966495041 -0.01522571062407551 0.055672863116172346 0.17709424040879132 leaf_weight=1299.7738348543644 7579.8009093999863 58.968480974435806 1120.9388794675469 4549.1996555924416 leaf_count=9556 58207 280 5730 16405 internal_value=0 0.10946 -0.0146216 0.17463 internal_weight=0 7028.88 2420.71 4608.17 internal_count=90178 31971 15286 16685 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=8 num_cat=0 split_feature=5 3 2 7 5 3 2 split_gain=10113.9 2193.99 727.381 588.081 403.465 205.971 205.739 threshold=12.481896272794172 9.696672929875886 12.439272095951539 7.1260300674374797 11.026522824103813 9.6357271328473999 13.74549874842136 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=-0.069061658011635232 0.085592484799401236 -0.02137955221548957 -0.094294375711578227 0.17860089192204109 0.16090369124580758 -0.047403187928501622 -0.077332301802767733 leaf_weight=125.55466617643833 92.515699923038483 154.96495974063873 4856.5140279382467 2806.1320222243667 191.68076261878014 1164.632743768394 454.95170716196299 leaf_count=1169 641 944 58549 11011 975 12449 4440 internal_value=0 0.134138 -0.0774568 0.168132 0.0699575 -0.0852339 -0.049694 internal_weight=0 3508.56 6338.38 2961.1 317.235 6021.15 547.467 internal_count=90178 17036 73142 11955 2144 70998 5081 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=8 num_cat=0 split_feature=8 8 9 3 6 4 3 split_gain=4967.37 3884.4 3698.4 449.759 94.1203 56.4668 37.4716 threshold=14.903695585838657 14.928289171479859 9.1496190301800855 7.2820048901685555 1.0000000180025095e-35 8.5314791987627139 12.64073194337146 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.27515806258546749 0.16832740973215965 0.13453158694906581 -0.043640560809088451 -0.063741997922117877 -0.091719339655488022 -0.027006437628404645 0.05506615947807926 leaf_weight=9.9433726891875285 3060.7532295882702 120.15459570288658 1125.3241377025843 2076.1407571956515 3739.661871869117 13.854068897664545 16.860943883657455 leaf_count=71 13229 878 11266 21474 42979 139 142 internal_value=0 0.054849 0.111348 -0.0528386 -0.0897828 0.105253 -0.091046 internal_weight=0 6382.37 4186.08 2196.3 3780.32 23.7974 3756.52 internal_count=90178 46847 24495 22352 43331 210 43121 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=8 num_cat=0 split_feature=8 10 0 8 10 0 8 split_gain=8540.72 1052.83 765.668 361.07 363.639 274.234 9.40137 threshold=14.927628583228445 8.691505069032214 8.404479623089216 14.91978493757968 9.2017566116809437 7.9647908745255638 14.91799612024902 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.096047862385059857 0.10982064805191936 -0.041809323582588105 0.089025790886082257 0.038704935754327194 -0.077226444583099796 0.19043966723520334 -0.075092412834319361 leaf_weight=4208.5477540418506 675.61243626475334 557.40821623057127 2252.7313440293074 445.34323289990425 686.49564480781555 1148.431682318449 247.4404738470912 leaf_count=52561 2807 3191 12929 3527 7833 4490 2840 internal_value=0 0.101506 0.0630682 -0.0820908 -0.0316172 0.160656 -0.0949013 internal_weight=0 4634.18 2810.14 5587.83 1131.84 1824.04 4455.99 internal_count=90178 23417 16120 66761 11360 7297 55401 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=8 num_cat=0 split_feature=8 3 2 8 7 7 8 split_gain=9517.94 1201.62 951.693 219.213 148.906 67.8549 13.7797 threshold=14.924426268092875 9.8050396070412891 14.290104190310888 14.919550842712399 7.9507298441290502 8.5187554237107097 14.916782610882285 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-0.096100514422276351 0.03387105522540601 0.0010844939984681497 0.14534160074371991 0.0020377143492984395 -0.086795511442921344 -0.084548780027399531 -0.076101229815098703 leaf_weight=4416.8697302564979 986.98406457155943 137.44845853000879 3429.6361038461328 431.58111596852541 334.22899992018938 282.00689370557666 399.03691401332617 leaf_count=50786 5894 896 17578 3474 3981 3309 4260 internal_value=0 0.105084 0.120445 -0.086556 -0.0367952 -0.0565524 -0.0944596 internal_weight=0 4836.08 4416.62 5581.72 765.81 419.455 4815.91 internal_count=90178 27677 23472 62501 7455 4205 55046 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=8 num_cat=0 split_feature=8 3 5 3 5 8 7 split_gain=5719.35 1726.86 3181 978.563 405.475 244.081 33.6465 threshold=14.877113625005363 9.500943864598872 11.087467241554492 8.7785296463034985 11.436955713868089 14.572237689267261 8.9227366191199433 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.10216992557151688 -0.093533749830760668 0.15629552483777323 -0.07988998473186458 0.15647439125125082 0.021457285125330839 -0.072818855842231675 -0.05852236061328836 leaf_weight=107.97486515343189 3957.0837789624929 955.28786839172244 1411.5816456824541 2126.1019506603479 248.7877783626318 296.12452394887805 301.76444388926029 leaf_count=555 53393 3763 17132 7846 1450 2240 3799 internal_value=0 -0.0530158 0.0154622 0.117876 0.142345 -0.0259253 -0.0910673 internal_weight=0 6625.72 2366.87 2778.99 2374.89 404.099 4258.85 internal_count=90178 78087 20895 12091 9296 2795 57192 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=8 num_cat=0 split_feature=8 8 1 0 8 3 3 split_gain=2517.66 2104.69 573.629 345.688 10.1647 13.8598 0.824748 threshold=14.908595028305081 14.89098124964333 7.9905123296523985 8.7438333106679718 14.911370549600658 8.3346556943756998 7.555671347408925 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.03608300749255039 0.055259286177678446 0.023728570558277848 0.14749145342785311 -0.068343920456603743 -0.078559946651713203 -0.071034343835589459 -0.092320341378466023 leaf_weight=447.38073486089706 10.21689663082361 495.29217759892344 1540.0724075473845 1082.3995374646038 91.439114036038518 40.123073754832149 1806.9489716086537 leaf_count=5875 136 2871 9909 26096 2163 929 42199 internal_value=0 0.050813 0.117401 -0.0378009 -0.090512 -0.044825 -0.0916993 internal_weight=0 3565.14 2035.36 1529.78 1948.73 50.34 1898.39 internal_count=90178 44751 12780 31971 45427 1065 44362 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=1 8 8 8 8 8 split_gain=2241.76 1100.22 437.015 567.238 324.077 0.783886 threshold=8.3937802762880338 14.907335691510722 14.908595028305081 14.891696904234349 14.893562915328795 14.909654479947964 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.069380130036563778 -0.064229364329834476 -0.091559163918440684 -0.057661403068636589 0.045698790503411864 0.16599584083340801 -0.091579931515125501 leaf_weight=578.70043166168034 1091.2985620163381 271.05320149287581 13.201524019241331 822.21640716865659 875.46937324106693 1336.9577641524374 leaf_count=4302 28329 7659 333 8061 4039 37455 internal_value=0 0.0931519 -0.0477495 -0.0169952 0.127621 -0.0912912 internal_weight=0 1725.22 3263.67 1913.51 1454.17 1350.16 internal_count=90178 16000 74178 36390 8341 37788 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=8 num_cat=0 split_feature=8 2 1 10 3 8 8 split_gain=2514.02 2277.27 907.513 443.551 43.1944 74.753 23.8757 threshold=14.907335691510722 14.561604820843808 9.1473904360991813 11.492609472561396 7.0970597227589947 14.927853812706594 14.910527555780067 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.042448067837958584 0.17320784014102111 -0.056405218465232568 0.19050621906401821 0.25876088133769731 -0.026701488331400614 -0.089625930920420566 -0.091822842815604863 leaf_weight=681.21479986235499 16.427857141941786 1197.0399832651019 1057.1470982246101 45.404998932033777 59.103777814656496 27.554184721782804 1837.45487042889 leaf_count=6900 249 30009 6872 615 1053 644 43836 internal_value=0 0.0586807 0.132544 -0.0446887 -0.0875375 0.010214 -0.0898086 internal_weight=0 2980.81 1738.36 1242.44 1940.54 43.982 1896.56 internal_count=90178 44396 13772 30624 45782 893 44889 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=8 num_cat=0 split_feature=3 0 5 0 3 5 6 split_gain=1985.85 2176.18 1050.21 202.201 90.5749 160.106 17.2564 threshold=9.8050396070412891 8.664732835362118 10.82788526321602 8.2218676481357171 10.170164522753945 11.45752944071838 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.064800626978242001 -0.096276650176953277 -0.053338408569714557 0.064395004533352604 -0.019352347631458239 0.016933985056372242 -0.005816873652140564 -0.090781689219171513 leaf_weight=1993.0481236353517 377.15255999565125 860.59191009402275 6292.6966766417027 1925.308694832027 14.698141135275362 405.70892686396837 1901.704676322639 leaf_count=15922 3329 6304 31910 13348 80 2351 16934 internal_value=0 0.0174152 0.0502254 -0.04248 -0.0782286 -0.0494641 -0.0899471 internal_weight=0 11071.6 7153.29 3918.36 2699.26 782.861 1916.4 internal_count=90178 67484 38214 29270 22694 5680 17014 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=8 num_cat=0 split_feature=3 8 2 2 8 2 3 split_gain=8129.83 2668.2 475.74 340.291 357.109 232.349 85.4328 threshold=9.895849514725219 14.897632360894949 14.551796783279102 13.129790129782949 14.908595028305081 9.5580834386043634 9.4837843227363532 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.095557918776002199 0.16261805095643034 0.17047346992264731 0.0879287240190324 -0.093086404350636587 0.099047501109965144 -0.094461484921780747 -0.051941244418734184 leaf_weight=172.99399585276842 36.453994788229465 2227.1787950620055 1022.3713111653924 4474.821505215019 204.8742977231741 598.586201146245 573.64805643260479 leaf_count=1953 184 8244 5388 59168 1280 7458 6503 internal_value=0 0.107907 0.144538 -0.0815724 0.00993704 -0.0794716 -0.0884224 internal_weight=0 3884.59 3249.55 5426.34 377.868 635.04 5048.47 internal_count=90178 21274 13632 68904 3233 7642 65671 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=8 num_cat=0 split_feature=8 8 9 8 5 9 0 split_gain=4095.73 3024.99 2693.95 416.444 92.7389 65.0639 47.5655 threshold=14.904746724265181 14.924682689747391 9.1496190301800855 14.928945438665446 8.5716343871812661 6.6705231022053164 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.2598173733543 0.16247138030114616 0.025941330162271566 -0.042603079506585408 -0.05363008233683119 -0.08970841103176358 -0.033920082959502593 0.076884154877383787 leaf_weight=11.702178347855808 2590.8285447731614 997.26458340883255 850.38305230811238 1927.9937857985497 3379.7423512302339 18.072041589766741 16.513608075678349 leaf_count=88 9963 6390 9207 20932 43209 224 165 internal_value=0 0.0482563 0.111796 -0.0265034 -0.0873296 0.086219 -0.088876 internal_weight=0 6366.47 3441.21 2925.26 3426.03 29.7742 3396.26 internal_count=90178 46492 19170 27322 43686 312 43374 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=8 num_cat=0 split_feature=8 10 0 6 8 1 8 split_gain=6901.27 1102.07 607.164 508.247 221.886 238.149 10.1907 threshold=14.925762802849045 9.423934991684586 8.7985673998436145 8.346656223500764 14.91978493757968 8.3781195243000059 14.91799612024902 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.095124628503018713 0.08967340626049744 0.099854047500509163 0.18578201535294087 -0.028250201888251919 0.08896230640348507 -0.059615329785718978 -0.072467527882765212 leaf_weight=3755.9199141934514 2731.8357599899173 441.41105918586254 866.89904872328043 1031.5506176948547 126.08969368040562 715.48905667290092 227.80286419764161 leaf_count=52561 12079 2461 4061 7301 883 7992 2840 internal_value=0 0.0830543 0.11287 0.0101812 -0.0839906 -0.0372755 -0.0938475 internal_weight=0 5071.7 3598.73 1472.96 4825.3 841.579 3983.72 internal_count=90178 25902 16140 9762 64276 8875 55401 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=8 num_cat=0 split_feature=8 7 6 8 9 2 8 split_gain=7622.67 914.98 790.305 198.082 134.88 132.393 14.7976 threshold=14.924155022598237 8.8843309430007604 7.3909432422826962 14.919550842712399 8.8780289286483072 14.313389505619282 14.916782610882285 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=-0.094983703940929531 0.027051155967131285 0.020470703281540489 0.12485764171771606 -0.083211662836661648 -0.083495874246855187 0.0045574786597355017 -0.073432153017451166 leaf_weight=3945.2160487323999 1076.944186411798 217.22961822897196 3555.8742865547538 314.77405965700746 291.19082318991423 376.89181205630302 367.79292173311114 leaf_count=50786 6077 1176 17113 3596 3666 3504 4260 internal_value=0 0.0881587 0.102132 -0.0851956 -0.0391217 -0.0354483 -0.0931633 internal_weight=0 5141.24 4632.82 5004.67 508.42 691.666 4313.01 internal_count=90178 28032 23190 62146 4842 7100 55046 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=8 num_cat=0 split_feature=8 9 5 9 5 5 5 split_gain=4515.8 1695.45 3070.64 790.387 416.082 134.635 24.9803 threshold=14.871999165111028 8.7445086335579791 11.41730268742654 7.8154999837526953 11.530803883591323 9.4308084680330087 10.132047387665002 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.08466095421720278 -0.064041272116759362 0.13176431074640765 -0.089412370161535318 0.1406705002733461 -0.00076893524951370559 -0.080822720415474766 -0.094609968401273267 leaf_weight=61.18226321041584 299.61755838617682 1177.7057292163372 1341.7770328000188 2091.8060723915696 230.92690759152174 235.64173574745655 3432.6139678731561 leaf_count=265 4168 5274 18837 7783 1343 1990 50518 internal_value=0 -0.0493954 0.0139856 0.106983 0.126614 -0.046543 -0.0921738 internal_weight=0 6251.71 2519.48 2619.56 2322.73 296.824 3732.23 internal_count=90178 78797 24111 11381 9126 2255 54686 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=8 num_cat=0 split_feature=8 8 0 0 8 3 3 split_gain=2116.35 1608.14 383.222 310.025 11.011 12.7136 0.97378 threshold=14.908595028305081 14.891696904234349 9.8282725792254144 8.7438333106679718 14.911370549600658 8.496916854731662 7.555671347408925 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.030716752139528083 0.047668659207483838 0.11141913270495347 -0.061546937428746062 -0.065968256309269058 -0.076808176725016164 -0.070163060611017791 -0.091839530936746447 leaf_weight=490.66921663656831 11.515748661011456 1993.7525146119297 136.26825046166778 1019.2116692438722 83.02394731156528 34.779984666034579 1604.7027235720307 leaf_count=6006 159 9961 2464 26320 2163 906 42199 internal_value=0 0.0443863 0.10033 -0.0345488 -0.089817 -0.0404651 -0.091146 internal_weight=0 3639.9 2130.02 1509.88 1734.02 46.2957 1687.73 internal_count=90178 44751 12425 32326 45427 1065 44362 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=8 1 8 8 8 8 split_gain=1750.52 1302.88 440.769 307.332 13.9445 0.913808 threshold=14.905998535555076 8.6087774066356726 14.893110676724056 14.893562915328795 14.909654479947964 14.907335691510722 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.050504753817341812 -0.027826818828087449 -0.064240124421684627 0.041167496291197682 0.13712615330074382 -0.091243182116417632 -0.054350357721776869 leaf_weight=686.97468788921833 31.819627083837986 993.99047842994332 658.86854580789804 1019.8283353745937 1426.5001638233662 27.753102170303464 leaf_count=5964 355 27231 6031 4815 45072 710 internal_value=0 0.0410559 -0.0222227 0.102312 -0.089253 -0.0408766 internal_weight=0 3359.66 1652.86 1706.8 1486.07 59.5727 internal_count=90178 44041 33262 10779 46137 1065 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=8 num_cat=0 split_feature=8 2 10 8 3 2 3 split_gain=2115.37 1693 503.024 409.731 36.2903 47.6246 7.09503 threshold=14.910527555780067 14.266750722736537 10.489785249435835 14.81036057168097 6.2423815403969032 12.880374407927007 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.047055340372576249 0.2896668808883846 -0.05179470672669001 0.10617672569651591 0.13684184451921974 -0.03848892848608397 -0.066330273081559116 -0.091257783788626395 leaf_weight=131.53889310359955 4.9022533223032942 1249.0237592868507 239.36622343026102 1471.6169580686837 27.915251152589917 9.5842391960322839 1633.7141376286745 leaf_count=1682 59 31515 3962 8302 618 204 43836 internal_value=0 0.0504619 -0.0263352 0.121733 -0.0890133 0.0650652 -0.090395 internal_weight=0 3091.55 1488.39 1603.16 1676.12 14.4865 1661.63 internal_count=90178 45461 35477 9984 44717 263 44454 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=6 num_cat=0 split_feature=8 8 3 8 3 split_gain=12667.7 3652.75 790.928 178.786 0.239588 threshold=14.89098124964333 14.889502581986347 9.350372350165296 14.890626881336633 10.216205831765487 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.050447250964380755 -0.10147311657306356 0.14889665677070379 -0.068185506629665812 0.0013168493626597721 -0.097732606613683146 leaf_weight=1103.3905695602298 5486.161205753684 4422.0645866319537 1143.3024085834622 83.658634901046753 1073.3338805213571 leaf_count=5872 46369 16330 9414 355 11838 internal_value=0 0.0942308 -0.00992634 0.146157 -0.100876 internal_weight=0 6752.42 2246.69 4505.72 6559.5 internal_count=90178 31971 15286 16685 58207 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=8 num_cat=0 split_feature=5 8 9 2 8 9 2 split_gain=6719.1 1403.38 739.836 504.621 365.088 104.49 100.758 threshold=12.429511598213832 14.894551491458904 8.856342864875355 12.970039582877137 14.897163769351938 8.7209605881690972 9.2310226958755344 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0884364423432972 0.12085818294792246 -0.055313747146595309 0.1377082760222596 -0.092280273446438063 0.11029271124700585 -0.058175237567311314 -0.095321334333442087 leaf_weight=148.72035572677851 22.16232043504715 212.33489172160625 2958.6639104932547 3642.1786193177104 240.84689721465111 1202.0056107528508 343.57073083147407 leaf_count=1884 109 1961 11557 53783 1267 15498 4119 internal_value=0 0.103378 0.12477 -0.0750266 0.0343941 -0.0838314 -0.0819277 internal_weight=0 3536.73 3171 5233.75 389.567 4844.18 365.733 internal_count=90178 17746 13518 72432 3151 69281 4228 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=8 num_cat=0 split_feature=8 8 9 3 2 9 9 split_gain=3548.25 2238.86 1896.28 511.059 86.5704 80.6049 52.4893 threshold=14.903695585838657 14.924682689747391 9.1268042924570985 7.6635694120840094 9.2310226958755344 9.2971270824020831 11.917632123364987 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.20115955718515002 0.13774615662866815 0.10424816274408211 -0.03653765107454942 -0.037166119928510544 -0.090034954588922092 -0.064750623618317044 0.030151169245131934 leaf_weight=19.069191131740808 2688.4563380852342 283.58252332359552 812.54240423068404 2506.9194894246757 3023.575865548104 25.580811314284801 36.33664958178997 leaf_count=143 10101 2140 9424 25182 42327 427 434 internal_value=0 0.0440516 0.097298 -0.0227628 -0.0865788 0.0507335 -0.0885984 internal_weight=0 6291.5 3501 2790.5 3104.56 44.65 3059.91 internal_count=90178 46847 19525 27322 43331 570 42761 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=8 num_cat=0 split_feature=8 10 0 8 8 1 8 split_gain=5765.43 805.356 453.017 298.621 235.241 240.594 1.38589 threshold=14.925762802849045 9.2635099810756518 8.6001502126960201 14.931175039351993 14.918661398272731 8.4383057693222039 14.91752864592924 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.094520159932393127 0.075979894871966658 -0.028531031538053753 0.15307807488974826 0.054472209228575652 0.074468262812689423 -0.060487700365515297 -0.080689953633614572 leaf_weight=3345.2244086079299 2289.0891783982515 762.73622916638851 1145.1744674146175 1001.5053361877799 158.91467358916998 760.95636115223169 122.0582045763731 leaf_count=51851 9525 5603 4758 6016 1176 9474 1775 internal_value=0 0.0735211 0.101726 0.0185915 -0.0821292 -0.0371175 -0.0940567 internal_weight=0 5198.51 3434.26 1764.24 4387.15 919.871 3467.28 internal_count=90178 25902 14283 11619 64276 10650 53626 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=8 num_cat=0 split_feature=8 0 6 7 8 7 8 split_gain=6346.75 905.206 658.681 279.855 173.97 110.821 9.75451 threshold=14.923663213222239 9.2262521820213781 7.5224538144258704 8.6269761698090406 14.91888241682727 7.8008560712866126 14.916782610882285 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.094079171162824632 0.037565869662946963 0.036556726944382119 0.12763701926571089 -0.060986735736446189 -0.0015982818497613839 -0.083884589602921819 -0.072759943948682279 leaf_weight=3571.2047909274697 1146.6196132153273 1033.8928547948599 2789.2756908200681 409.93148758262396 377.97039148956537 287.72372747585177 248.85558188334107 leaf_count=50786 6389 4898 12750 4705 3376 4079 3195 internal_value=0 0.0765743 0.101413 0.00883909 -0.0844875 -0.0372362 -0.0927097 internal_weight=0 5379.72 3935.9 1443.82 4485.75 665.694 3820.06 internal_count=90178 28742 19139 9603 61436 7455 53981 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=8 num_cat=0 split_feature=9 2 8 8 3 9 9 split_gain=3693.57 1899.97 877.989 670.157 571.494 163.949 18.3546 threshold=8.616553044222595 14.615615822757855 14.820894537509451 14.820894537509451 9.2933265684145319 7.3629169596569461 8.2974667190649729 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.056765731606162745 0.116085119230337 -0.011726324963813921 -0.093454627681180916 -0.093817498462741816 0.11479639210425333 0.067293070059430138 -0.070679806409064683 leaf_weight=149.1767813526094 253.05723334848881 408.60931459441781 939.41144927591085 2959.9747933223844 2816.2541885338724 366.24026823788881 406.66273907572031 leaf_count=1139 1019 4477 13055 48112 14801 1769 5806 internal_value=0 0.0588941 -0.0489276 -0.0747908 0.0987665 0.0313464 -0.0910445 internal_weight=0 4417.33 1192.47 3882.05 3224.86 515.417 3366.64 internal_count=90178 33352 14074 56826 19278 2908 53918 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=8 num_cat=0 split_feature=8 9 1 8 8 5 8 split_gain=1826.51 1266.91 471.077 95.6757 11.7884 4.5249 0.309701 threshold=14.908595028305081 8.0718236542215838 8.1686944782077031 14.893562915328795 14.911370549600658 11.324260268328155 14.914060284370994 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.017300660238167866 -0.073182634586685363 -0.071411621641003301 0.10734905925925456 -0.0022922533460190816 -0.077277624919594917 -0.0081037723402141871 -0.091174955920799314 leaf_weight=872.99758384376764 18.048745460808277 765.59422040358186 1738.2312681041658 271.17193859070539 60.03567423298955 24.980295855551958 1454.0388229843229 leaf_count=6078 367 21846 13419 3408 1775 698 42587 internal_value=0 0.0401365 0.0772618 -0.0533527 -0.089201 -0.0364436 -0.0906753 internal_weight=0 3648 2611.23 1036.77 1557.1 43.029 1514.07 internal_count=90178 44751 19497 25254 45427 1065 44362 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=6 num_cat=0 split_feature=8 0 8 8 8 split_gain=1536.34 1133.46 310.024 97.8514 3.39788 threshold=14.907335691510722 9.1104350535996694 14.892420099699093 14.89098124964333 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.028076872292543242 -0.050487397195091377 -0.067372618974499698 0.10535069694361697 -0.0052167877978772795 -0.090923832014022904 leaf_weight=804.82960779778659 25.279390383511782 714.69848795607686 1466.7110301107168 392.28856219723821 1278.5175190782174 leaf_count=10599 710 21718 8248 3831 45072 internal_value=0 0.0375731 0.0779962 -0.0453707 -0.0901791 internal_weight=0 3378.53 2271.54 1106.99 1303.8 internal_count=90178 44396 18847 25549 45782 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=8 num_cat=0 split_feature=2 9 5 2 10 2 0 split_gain=1292.22 310.576 552.459 424.157 305.319 275.815 53.0205 threshold=14.202567008527577 7.4091260502697143 12.33327017094909 13.316620011614498 10.08321292522149 15.020667565525391 11.476149892317634 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.13371054298433357 -0.069469855721066662 0.12124082270175021 -0.0028550815403561268 -0.065464782648790729 0.093331319198691642 -0.040409840874536758 0.27015703105118749 leaf_weight=149.01803834736347 1789.1219736542553 1091.4578400589526 534.08272865787148 371.18261357396841 250.85433118976653 396.74465215206146 3.6494834609329692 leaf_count=1490 52319 7473 9001 5845 3699 10266 85 internal_value=0 0.058981 0.0804916 -0.00826143 -0.0473793 0.0114602 -0.0686283 internal_weight=0 2145.74 1625.54 520.201 2440.37 647.599 1792.77 internal_count=90178 23809 16474 7335 66369 13965 52404 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=5 num_cat=0 split_feature=8 8 5 2 split_gain=10549.9 2920.04 649.439 165.428 threshold=14.89098124964333 14.889502581986347 10.95385024485944 13.316620011614498 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.065922244478303541 -0.099481191181138934 -0.02896852722109855 0.043091432409228914 0.13509818872997156 leaf_weight=1046.0740007869899 5904.1243769899011 62.029833942651749 1142.094252333045 4260.1260771006346 leaf_count=9556 58207 370 5730 16315 internal_value=0 0.0850943 -0.00902987 0.132737 internal_weight=0 6510.32 2188.17 4322.16 internal_count=90178 31971 15286 16685 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=8 num_cat=0 split_feature=3 8 2 2 3 2 3 split_gain=5637.06 1858.53 429.316 212.95 264.446 193.516 59.358 threshold=9.8050396070412891 14.897632360894949 14.48752350677454 13.129790129782949 9.0995930011054131 9.5580834386043634 9.4006067751509708 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.078448154839882073 0.13521228351794731 0.1412853512483799 0.064025897405821708 -0.091789219818738554 0.10341685320358388 -0.092987192066630697 -0.055042312218592883 leaf_weight=192.75064557045698 38.9747004956007 2132.274045675993 1089.1431806050241 3549.0930639915168 135.1300584487617 551.31516597047448 508.0487151555717 leaf_count=2192 189 8331 5882 57498 883 8292 6911 internal_value=0 0.0853054 0.115192 -0.0809391 -0.00340926 -0.0777168 -0.0872023 internal_weight=0 3811.71 3221.42 4385.02 327.881 590.29 4057.14 internal_count=90178 22694 14213 67484 3075 8481 64409 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=8 num_cat=0 split_feature=9 2 7 3 5 3 1 split_gain=500.214 328.31 224.545 146.868 129.269 128.971 87.524 threshold=8.5403307594282669 14.669489609075802 4.9518274664529009 7.555671347408925 11.097595871144344 9.7386691518030233 8.9409347263765131 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.026883871834515235 -0.025073029991606544 -0.010988715422012702 0.13799620806506049 -0.046508915694212616 0.14475590522550968 0.099228158996590113 0.06212285456641127 leaf_weight=2119.3530303090811 78.301755242049694 2996.6949978433549 42.96879767999053 2463.159444257617 103.01965978741646 109.07135985419154 1057.467921808362 leaf_count=17072 1176 29515 308 32310 978 884 7935 internal_value=0 0.0160322 -0.0355107 -0.0432917 0.0716818 -0.00708732 0.0386297 internal_weight=0 6282.59 2687.45 2506.13 181.321 3105.77 3176.82 internal_count=90178 55406 34772 32618 2154 30399 25007 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=8 num_cat=0 split_feature=8 6 0 3 8 6 8 split_gain=4779.45 913.133 329.775 276.909 125.154 131.309 1.63508 threshold=14.923663213222239 8.7682211465455193 8.6867439401881672 9.8510654082495268 14.918661398272731 8.1265478754486775 14.91752864592924 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.093806522222887601 0.067036073274896857 0.024327177891427257 0.12850168524984096 -0.068018366842871117 0.026670533442441337 -0.07362151370134383 -0.078533848960633812 leaf_weight=2974.01876071468 2478.0188987404108 1286.9468124657869 1351.2226973585784 433.18260200694203 184.21720280870795 443.49204105138779 110.4158427901566 leaf_count=51851 10676 7283 6594 4189 1790 6020 1775 internal_value=0 0.0615718 0.0887533 0.00104566 -0.0849982 -0.0441927 -0.0932854 internal_weight=0 5549.37 3829.24 1720.13 3712.14 627.709 3084.43 internal_count=90178 28742 17270 11472 61436 7810 53626 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=8 num_cat=0 split_feature=8 0 10 7 8 2 1 split_gain=5173.76 717.528 830.57 247.618 149.303 90.4574 7.40949 threshold=14.923162855091427 9.1916289931288215 8.4225154884381102 8.6269761698090406 14.918222000918787 14.313389505619282 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.026153427215148864 -0.0010760372943408355 0.031619767278381665 0.11069923561106548 -0.058821070806744216 -0.08194795572702146 -0.0062771314993291215 -0.09259167576615214 leaf_weight=17.819607142359018 838.02439657598734 1136.2216285690665 3214.5882665477693 411.56111373007298 280.38189537450671 360.61324070394039 3311.8313924483955 leaf_count=275 5336 5297 13759 5060 3984 3826 52641 internal_value=0 0.0654751 0.0875911 0.00754876 -0.0837339 -0.0394529 -0.0922441 internal_weight=0 5600.4 4052.61 1547.78 3970.65 640.995 3329.65 internal_count=90178 29452 19095 10357 60726 7810 52916 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=8 num_cat=0 split_feature=9 5 2 5 9 8 8 split_gain=3114.07 3486.12 752.741 525.672 459.979 152.158 39.5272 threshold=8.5403307594282669 11.653223856109459 13.796726205957029 10.045533021525349 7.3629169596569461 14.828882741269299 14.512792609374946 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.070796067609232599 -0.051104978624710584 0.038807075827402948 0.1261257644830851 -0.0036347163834749385 0.13171562807190637 -0.091344217309010878 -0.092184816263303881 leaf_weight=235.09701343998313 261.67168396152556 96.205457255244255 2784.4133792985231 51.377028189599514 212.71882651373744 1254.8612482137978 2931.7140744961798 leaf_count=3195 1660 498 12413 306 1182 20201 50723 internal_value=0 0.0516001 0.110889 -0.0754993 0.025479 -0.0820547 -0.0906615 internal_weight=0 4397.15 3046.09 3430.91 447.816 1351.07 2983.09 internal_count=90178 34772 14073 55406 4377 20699 51029 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=8 9 8 5 8 8 split_gain=1598.2 1016.7 423.398 45.0128 1.57576 0.224255 threshold=14.910527555780067 8.2036851184921407 14.890626881336633 12.248217735387291 14.914060284370994 14.911370549600658 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.00051139190695483419 -0.050384187287459109 -0.072260244449238745 0.088700607440815857 -0.021583207141568386 -0.090814593072030075 -0.075882558293203256 leaf_weight=738.7873450871557 13.080834727734326 627.1511454153806 2068.1651156898588 244.63779521733522 1312.4230135055259 55.385838462039828 leaf_count=12204 355 17633 9294 6330 42587 1775 internal_value=0 0.0362043 0.0654977 -0.0580805 -0.0899248 -0.0718064 internal_weight=0 3678.74 2806.95 871.789 1380.89 68.4667 internal_count=90178 45461 21498 23963 44717 2130 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=6 num_cat=0 split_feature=8 0 8 1 8 split_gain=1345.75 877.588 300.401 56.6177 3.71836 threshold=14.907335691510722 9.3210702160477101 14.892420099699093 10.027556442901199 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.018562133971284416 -0.04717280416989534 -0.025363104528248803 0.090644330919429264 -0.076449996216766528 -0.090650181905034308 leaf_weight=908.77790196239948 23.442595835775137 417.48028453066945 1591.1559467576444 453.93356230854988 1153.26154106576 leaf_count=13713 710 11158 8756 10769 45072 internal_value=0 0.0343422 0.0644589 -0.0520322 -0.0898248 internal_weight=0 3371.35 2499.93 871.414 1176.7 internal_count=90178 44396 22469 21927 45782 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=8 num_cat=0 split_feature=8 2 1 10 3 8 3 split_gain=1797.94 1088.14 517.07 289.741 34.5561 31.9354 2.45453 threshold=14.911370549600658 14.62432540856682 9.1097524012947311 11.056035179437947 6.2423815403969032 14.927853812706594 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.022574842210466892 0.19508988980437156 -0.056073327063464601 0.1281764565301457 0.12180019700520883 -0.055324423121097449 -0.081781345801145031 -0.091025172155701883 leaf_weight=730.75707962363958 7.3935593962669355 900.12096891924739 1269.9807140529156 100.99321196787059 25.149653736501932 7.4458494875580072 1399.2612690972164 leaf_count=7666 69 28511 8296 1343 608 194 43491 internal_value=0 0.0470629 0.0896367 -0.0380257 -0.0888449 0.0597741 -0.0904341 internal_weight=0 3001.85 2000.74 1001.11 1439.25 14.8394 1424.41 internal_count=90178 45816 15962 29854 44362 263 44099 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=8 8 3 5 8 1 split_gain=8994.37 2507.89 592.546 92.4395 59.3227 18.6001 threshold=14.890626881336633 14.889502581986347 9.4508713931084092 9.7768630457487724 14.89098124964333 9.7753239505468699 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.038842107592290176 0.019408231948918355 -0.053319691191411993 -0.067248916480975987 0.12734586782190413 -0.098347121399771573 -0.082812496290948126 leaf_weight=1189.5186938196421 56.795924246311188 28.017057083547115 942.84810265153646 3992.4227542877197 5340.1227930411696 24.752880997955799 leaf_count=6358 248 138 8928 16192 58207 107 internal_value=0 0.0795878 -0.00807667 0.126074 -0.0970546 -0.0122466 internal_weight=0 6152.81 2132.37 4020.44 5421.67 81.5488 internal_count=90178 31616 15286 16330 58562 355 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=8 num_cat=0 split_feature=3 8 5 3 8 2 7 split_gain=4711.96 1467.07 590.182 204.027 371.292 168.12 29.84 threshold=9.8050396070412891 14.897632360894949 11.210929380653097 9.4006067751509708 14.911370549600658 10.3079873475185 8.9654071797605166 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.091299781408662989 0.10996024907450119 -0.062902502164333837 0.11522677981425891 -0.093488867436391343 0.068628562360340151 -0.092621564825075747 -0.055957476317353733 leaf_weight=3154.2053090352565 43.881942294538021 198.01168020069599 2925.8191041648388 329.17888275533915 245.98805351182818 487.43436229228973 264.83294450677931 leaf_count=56203 226 2164 12049 5057 2398 8255 3826 internal_value=0 0.0777937 0.103919 -0.0793107 -0.0241555 -0.075715 -0.0885794 internal_weight=0 3655.15 3123.83 3994.21 575.167 531.316 3419.04 internal_count=90178 22694 14213 67484 7455 8481 60029 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=8 num_cat=0 split_feature=4 3 2 7 4 5 3 split_gain=307.046 280.207 317.876 277.876 52.68 49.5579 20.4672 threshold=19.48456949885885 9.8723111823571159 14.841037134898501 7.1260300674374797 22.005150708497776 12.311168924783212 11.862443464672376 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.023287869985779957 0.10295615205949041 0.057581172538871156 -0.019501361151772829 -0.063116120587293073 0.10652342387542964 0.33130583117581225 -0.005087041435883663 leaf_weight=4167.8189079500735 165.68918505311012 227.03204801678658 2974.2806230634451 1170.4207372665405 21.831419985741377 19.206109438091516 19.49187334254384 leaf_count=35150 1526 2968 32329 17614 184 168 239 internal_value=0 -0.00254601 0.00546834 -0.0434803 0.115237 0.217103 0.0916175 internal_weight=0 8539.55 7142.1 1397.45 226.219 41.0375 185.181 internal_count=90178 88061 67479 20582 2117 352 1765 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=8 num_cat=0 split_feature=8 6 10 0 8 1 8 split_gain=4022.81 764.143 444.867 204.693 126.919 134.756 1.78881 threshold=14.923663213222239 7.878707844948976 9.3832182591131978 8.0428628054091664 14.918661398272731 8.3618229907230575 14.91752864592924 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.093186124286882457 0.057234214336823165 0.054498844564381026 -0.020886757430736005 0.11852366745954579 0.061688947775636022 -0.063350504545540282 -0.076878398584629637 leaf_weight=2649.8537274189293 836.85658203065395 1864.6642340607941 1347.9712905548513 1578.3675788193941 103.35566003620625 497.82460467517376 102.38001980260015 leaf_count=51851 3296 8437 10334 6675 753 7057 1775 internal_value=0 0.054833 0.0228716 0.0973198 -0.083512 -0.0417868 -0.0926076 internal_weight=0 5627.86 3212.64 2415.22 3353.41 601.18 2752.23 internal_count=90178 28742 18771 9971 61436 7810 53626 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 7 1 split_gain=4326.42 652.679 930.184 672.609 149.267 84.7321 7.37345 threshold=14.923162855091427 8.4743161283059258 8.28969294342407 8.985181241955349 14.918222000918787 7.9257272972350474 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.024897793964227172 -0.0037471237507758757 -0.053550008497868562 0.14421669281822452 0.054001289041214644 -0.0075921188892912224 -0.083459338634037705 -0.091697330601772015 leaf_weight=17.507306508719921 592.0041415989399 728.26655495539308 1503.4999485686421 2870.4477386474609 377.33719963207841 240.61773924529552 2959.1525769233704 leaf_count=275 3728 4036 6411 15277 3691 4119 52641 internal_value=0 0.0580771 0.102433 0.0322275 -0.0820267 -0.0372202 -0.0913129 internal_weight=0 5694.22 2095.5 3598.71 3594.61 617.955 2976.66 internal_count=90178 29452 10139 19313 60726 7810 52916 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=8 num_cat=0 split_feature=9 2 8 8 3 8 9 split_gain=2652.27 1249.48 827.554 554.302 356.415 115.364 18.5584 threshold=8.616553044222595 14.824304510692821 14.849259031560523 14.828882741269299 9.350372350165296 14.572237689267261 8.2631480668290695 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=0.084864982628387056 0.09531128046882241 -0.0048426471413958207 -0.088833799095152349 -0.092811647174838641 0.099574428527714656 -0.013014687678735046 -0.068486004074216941 leaf_weight=192.15401995927095 340.81349467113614 376.86262839287519 852.73278547264636 2369.0662924945354 2460.2292315140367 319.18233563750982 378.54465278051794 leaf_count=892 1446 4268 14111 47398 13527 2106 6430 internal_value=0 0.0496037 -0.036216 -0.0717 0.0857075 0.0238612 -0.0894864 internal_weight=0 4030.64 1193.55 3258.95 2837.09 511.336 2747.61 internal_count=90178 33352 15557 56826 17795 2998 53828 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=8 9 1 5 8 8 split_gain=1416.59 801.039 321.172 45.0651 1.72672 0.269924 threshold=14.910527555780067 8.2036851184921407 7.6196535477502811 11.447211331796108 14.914060284370994 14.911370549600658 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.027275341124832927 -0.047863537412743705 -0.081606392799842567 0.071740990298250137 -0.033612310775851494 -0.090481221139561321 -0.074526992112065524 leaf_weight=377.07548181712627 12.3205777592957 348.70932146720588 2471.7484232466668 449.81141004245728 1185.9683725675568 51.418205352500081 leaf_count=2672 355 11706 18826 12257 42587 1775 internal_value=0 0.0338219 0.05863 -0.0546469 -0.0895034 -0.0701919 internal_weight=0 3647.34 2848.82 798.521 1249.71 63.7388 internal_count=90178 45461 21498 23963 44717 2130 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=8 num_cat=0 split_feature=1 2 1 9 2 3 1 split_gain=1003.79 265.41 255.727 184.784 82.1547 42.0395 12.7974 threshold=8.4234900001675346 14.766300679556759 7.53007672291261 8.9234037044796519 14.766300679556759 8.8386479940103904 9.8186958237416775 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.092633264767521026 -0.043827998005615702 0.11173395107577466 -0.0079991631027554588 -0.044837607105586333 3.2029418154801374e-05 0.026902276607362042 -0.081780942676958568 leaf_weight=390.19900358747691 754.78217179886997 693.65145361889154 711.95528194960207 112.94710809830576 981.900982840918 64.593692251481116 703.10690364148468 leaf_count=2596 19200 4948 8433 3838 26023 733 24407 internal_value=0 0.0590501 0.0276797 -0.0375076 -0.0190443 0.104552 -0.0767289 internal_weight=0 1860.4 1102.15 2552.74 1736.68 758.245 816.054 internal_count=90178 16710 11029 73468 45223 5681 28245 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=8 num_cat=0 split_feature=8 2 8 0 6 1 8 split_gain=1584.9 828.198 429.449 257.665 38.6753 23.2019 9.31717 threshold=14.909654479947964 14.62432540856682 14.841551936526161 11.230750056178536 4.3397287074235171 10.26686104390574 14.913185407320695 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.051474287429479473 -0.051180351414190951 -0.046578710381433824 0.096610297318426297 0.18346697349609165 -0.049707062706803889 0.21336981873088395 -0.090263095907427329 leaf_weight=219.12152224034071 5.7760353460907918 872.8118492718786 1798.5999071840197 50.585707351565361 63.53299648873508 5.9038755595684052 1259.0848517259583 leaf_count=2726 130 29055 12716 609 1764 52 43126 internal_value=0 0.0446252 0.080511 -0.0337915 -0.0867377 0.0888239 -0.088354 internal_weight=0 2941.12 2017.72 923.398 1334.3 11.6799 1322.62 internal_count=90178 45106 15442 29664 45072 182 44890 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=8 8 5 5 8 10 split_gain=7702.56 2099.91 493.845 77.9633 57.4166 12.4566 threshold=14.890626881336633 14.889502581986347 10.933379397126187 9.7768630457487724 14.89098124964333 9.8137811042143444 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.061729652157775129 0.012680564149261657 -0.04878594878715551 0.036480880514916193 0.11955681378495205 -0.097377059322631743 -0.07333144990557465 leaf_weight=916.53122390061617 57.915037028491497 27.215583808720112 1157.4734726808965 3744.8567232489586 4829.0804832912982 22.613701604306698 leaf_count=9431 254 138 5855 16192 58207 101 internal_value=0 0.0738984 -0.00692854 0.11833 -0.0959807 -0.0120761 internal_weight=0 5846.08 2074 3772.07 4909.61 80.5287 internal_count=90178 31616 15286 16330 58562 355 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=8 num_cat=0 split_feature=6 8 3 2 9 2 2 split_gain=4013.3 898.526 429.425 413.346 370.834 78.8094 21.4756 threshold=10.153316030557244 14.892420099699093 9.55635206054348 13.954027907077444 8.557989312871765 8.5204735551472961 12.673578259141348 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.048002832436582675 0.16814981568151571 -0.083371474252534383 0.081679976206686905 -0.053900735291867688 0.10921018287457661 -0.091877097894887558 -0.090119223433360249 leaf_weight=130.14790602773428 11.256745461374519 103.32871225848794 312.85502678714693 792.20252123102546 2574.7821675203741 285.34067829884589 2896.3455429170281 leaf_count=1465 55 1465 2065 9870 12019 5577 57662 internal_value=0 0.0834613 -0.0688486 -0.0154771 0.101752 -0.0814764 -0.0883246 internal_weight=0 2974.71 4131.55 1105.06 2678.11 296.597 3026.49 internal_count=90178 19116 71062 11935 13484 5632 59127 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=8 num_cat=0 split_feature=8 8 2 5 2 0 10 split_gain=2655.51 1610.95 801.031 361.005 86.8219 66.3659 50.1129 threshold=14.903695585838657 14.928945438665446 12.439272095951539 12.40401907118533 9.8339854806601732 11.98571794746343 10.489785249435835 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.14059305264954447 -0.068001976371598105 -0.062494477602631875 0.083122179533130669 0.084348013414309475 -0.088470871140166454 0.043398262535251017 -0.065628963874582738 leaf_weight=25.975217981263995 384.53562222793698 1487.857661396265 3911.0040249787271 187.75681897997856 2509.7577321026474 38.196831941604614 20.11422392167151 leaf_count=213 5825 18605 20090 2327 42232 453 433 internal_value=0 0.0371446 0.0695809 -0.0459999 -0.0840144 -0.0864777 0.0511117 internal_weight=0 5971.15 4295.54 1675.61 2594.04 2547.95 46.0894 internal_count=90178 46847 25915 20932 43331 42685 646 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=8 num_cat=0 split_feature=8 10 0 0 8 1 8 split_gain=3390.29 602.161 563.57 153.833 105.905 95.8131 1.94323 threshold=14.923162855091427 8.389935938089641 8.2218676481357171 7.7372540698138659 14.918661398272731 8.3302446719369172 14.91752864592924 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.092637553273399231 0.05561501971448618 -0.052364802243943256 0.045800935348286234 0.12786706753244961 0.049485120612607632 -0.062156213068915105 -0.075283115932534034 leaf_weight=2354.7712206430733 428.29318578541279 696.47517233714461 3623.6366811394691 960.83344095945358 92.742884516716003 430.63996218144894 95.397977337241173 leaf_count=51851 1602 3347 20892 3611 645 6455 1775 internal_value=0 0.0483956 0.0299665 0.105646 -0.0832664 -0.0423168 -0.0919928 internal_weight=0 5709.24 4320.11 1389.13 2973.55 523.383 2450.17 internal_count=90178 29452 24239 5213 60726 7100 53626 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=8 num_cat=0 split_feature=3 10 9 9 7 5 9 split_gain=1019.3 526.218 838.284 308.19 57.7108 69.7784 5.95251 threshold=9.500943864598872 8.5923163276990895 7.0974436530465734 6.6344675972524927 8.5187554237107097 11.41730268742654 8.8339430634017138 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.031471619314749726 -0.088377084801745262 0.12250549294604365 0.017805550082445668 -0.054957652297884851 -0.058288528294260206 -0.024728111304972329 -0.088253846926391905 leaf_weight=616.22253973782063 267.77013000845909 915.44507447630167 4621.8661316167563 1244.1338277682662 81.202053364366293 482.92426943778992 785.94307450577617 leaf_count=6140 5159 4843 37845 13331 1065 5192 16603 internal_value=0 0.0196762 0.0351339 -0.0263274 -0.0679263 -0.0475189 -0.0855182 internal_weight=0 7397.67 5537.31 1860.36 1617.84 750.694 867.145 internal_count=90178 62159 42688 19471 28019 10351 17668 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=8 num_cat=0 split_feature=5 0 3 5 8 2 0 split_gain=2408.18 2053.41 446.505 753.339 360.08 348.608 22.6321 threshold=10.95385024485944 8.9323512592157694 9.9403614706405197 12.021004402741793 14.771689466117605 13.652160250779874 10.157963546252516 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.05845846215873321 -0.09312453716688833 -0.037676975071147006 0.084767958573355021 -0.084093253525529973 -0.090152870925870959 0.11560399092873193 -0.06224729686487001 leaf_weight=200.51716391742229 2042.7252227868885 158.5225814729929 462.42726026289165 613.58012019656599 857.6882137991488 2223.3191188536584 278.36580771580338 leaf_count=1048 40617 1036 2569 12165 18060 11108 3575 internal_value=0 0.0539071 -0.0647742 -0.0115118 -0.0619642 0.105391 -0.0894499 internal_weight=0 3440.05 3397.1 1076.01 1058.21 2381.84 2321.09 internal_count=90178 31252 58926 14734 19108 12144 44192 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=8 num_cat=0 split_feature=9 3 0 2 9 3 7 split_gain=676.659 297.873 101.54 81.2059 55.7787 46.2717 6.88478 threshold=8.0453243903646356 8.5301361689462389 8.4856532054216007 14.85730898318131 8.9004620830435499 9.3671547984764949 8.6609414523862522 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.012330137213933603 -0.053449975688320099 0.083852115570814567 0.033988930153198225 -0.033099702624879344 -0.065740491698561762 0.0077348528633731546 -0.086473040761012615 leaf_weight=1198.2258157106116 437.82351502403617 740.12073694914579 915.00908244308084 584.60475918650627 306.36432505492121 171.7483085449785 400.86753049679101 leaf_count=16687 12557 7541 13094 7079 11260 4483 17477 internal_value=0 0.0257874 0.0563233 -0.00257688 -0.0584882 -0.0362266 -0.0775975 internal_weight=0 3437.96 1655.13 1782.83 1316.8 609.572 707.232 internal_count=90178 44401 20635 23766 45777 17040 28737 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=6 num_cat=0 split_feature=8 0 2 1 8 split_gain=1157.79 577.475 228.719 54.1294 4.57212 threshold=14.907335691510722 9.3210702160477101 14.766300679556759 10.027556442901199 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.02707774117217478 -0.03896866720390324 -0.017625231600971507 0.087325481445426303 -0.07156186702520935 -0.090306832709439358 leaf_weight=1334.7232869770378 19.798029340803623 373.72503592725843 1194.8722397442907 371.27119410503656 996.70680040027946 leaf_count=11109 710 11158 11360 10769 45072 internal_value=0 0.0327738 0.0555594 -0.0445646 -0.0893462 internal_weight=0 3274.59 2529.6 744.996 1016.5 internal_count=90178 44396 22469 21927 45782 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=8 num_cat=0 split_feature=8 2 1 4 3 2 3 split_gain=1385.71 620.277 383.495 235.214 32.2386 23.6429 2.9713 threshold=14.911370549600658 14.642425702560944 8.9004506547089992 18.665636714938604 6.2423815403969032 12.880374407927007 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0064726411307599908 0.1772971034725549 -0.044205302452887542 0.099106092256642297 0.17259549082838338 -0.049091355146895999 -0.061032798389086831 -0.090237954539264573 leaf_weight=649.41382897272706 7.0328025333583337 805.16256202571094 1433.2884115837514 52.377586331218481 21.722458730451763 7.8620733506977558 1139.0938186887652 leaf_count=6836 59 28558 9488 934 608 204 43491 internal_value=0 0.0407762 0.0702387 -0.0307777 -0.0876272 0.0555723 -0.0895109 internal_weight=0 2940.24 2082.7 857.54 1175.71 14.8949 1160.82 internal_count=90178 45816 16324 29492 44362 263 44099 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=5 num_cat=0 split_feature=8 8 3 2 split_gain=6654 1734.01 435.845 181.124 threshold=14.89098124964333 14.888650765397751 9.2237323948137391 13.846138900727842 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.036189576549566276 -0.096469965797061338 0.0072023967549226997 -0.060537437376337135 0.11195948399851506 leaf_weight=958.17797140777111 4356.691892709583 173.14221882820129 904.76110466197133 3592.7085198536515 leaf_count=4942 58207 891 9634 16504 internal_value=0 0.0681169 -0.0107945 0.107146 internal_weight=0 5628.79 1862.94 3765.85 internal_count=90178 31971 14576 17395 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=8 num_cat=0 split_feature=6 8 9 3 8 9 9 split_gain=3385.55 799.469 359.409 335.594 349.279 50.7448 13.1895 threshold=10.038874404958916 14.892420099699093 8.7663590102128701 9.4837843227363532 14.90208336904397 12.418031200981165 8.2806248505865856 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.091945239550944344 -0.090639029348806577 -0.061635723466912679 0.10109051605626554 -0.091996343302658212 0.025756212953735588 0.097742674538606439 -0.074020917614171525 leaf_weight=2082.614853752777 280.34519822709262 142.88988188654184 2496.2464538812637 418.5368259511888 629.63725615665317 14.270698882639406 548.38480139151216 leaf_count=46214 6198 1986 12209 7867 4432 139 11133 internal_value=0 0.0748175 0.0922601 -0.0691808 -0.0213054 -0.0812144 -0.0882388 internal_weight=0 2933.75 2639.14 3679.17 1048.17 294.616 2631 internal_count=90178 20532 14195 69646 12299 6337 57347 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=8 num_cat=0 split_feature=8 8 9 3 6 0 1 split_gain=2212.19 1276.02 751.421 334.404 85.4919 37.904 15.4071 threshold=14.903695585838657 14.928634530200252 8.557989312871765 7.4126353286476485 5.2808713649943622 11.288039391255017 7.4230347441128721 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.096532889401412469 0.088719372768970572 0.1018891650194735 -0.0051251577125104647 -0.055304811321360371 -0.087918432201828364 -0.018662529585440044 -0.0056711731076192415 leaf_weight=23.236980270594358 3020.2585358992219 147.69836116582155 1188.8696889728308 1513.1009834595025 2183.5454042498022 82.629665220156312 37.417729524895549 leaf_count=209 12066 1063 13139 20579 41207 1382 533 internal_value=0 0.0329351 0.062218 -0.0412723 -0.0822658 -0.0854026 0.0344141 internal_weight=0 5869.93 4209.13 1660.8 2326.83 2266.18 60.6547 internal_count=90178 46847 25205 21642 43331 42589 742 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=8 num_cat=0 split_feature=8 6 8 0 8 1 8 split_gain=2787.18 572.912 366.898 156.418 102.708 84.7281 2.27083 threshold=14.922927113718695 7.878707844948976 14.932528711914747 7.980708537385504 14.918661398272731 8.8388619604968621 14.91752864592924 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.092130750877471801 0.040511020374335814 -0.0096081160214730177 0.060740099416135208 0.094912578620943405 0.015400455888290128 -0.072632207589646766 -0.072888378000651857 leaf_weight=2090.3579391036183 768.508928835392 2171.703711014241 1124.4789639487863 1707.8357537314296 175.04766872897744 288.88954055309296 86.386130549013615 leaf_count=51851 3022 13965 5664 7156 1534 5211 1775 internal_value=0 0.0417162 0.014402 0.0780528 -0.082293 -0.039455 -0.0914009 internal_weight=0 5772.53 3296.18 2476.34 2640.68 463.937 2176.74 internal_count=90178 29807 19629 10178 60371 6745 53626 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=8 num_cat=0 split_feature=8 2 0 0 8 2 1 split_gain=3402.6 595.518 565.902 235.363 72.1304 39.4512 7.7634 threshold=14.92157049511099 14.067724787576395 8.29698668433584 7.844908726284209 14.917301313055576 14.301291168617597 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.021686543565926485 0.062281862286432801 0.11927148365536661 0.041688315460717912 -0.057031925861037759 -0.082960578671311444 -0.023161811721172116 -0.091544526420285446 leaf_weight=16.735101480036974 218.35465884953737 1251.9664085023105 3774.9689620360732 671.20370560139418 186.40989001840353 271.00349391624331 2441.4720979630947 leaf_count=273 1293 5818 19422 5404 3465 3280 51223 internal_value=0 0.047686 0.0610304 -0.0277076 -0.084285 -0.0476594 -0.091078 internal_weight=0 5916.49 5026.94 889.558 2915.62 457.413 2458.21 internal_count=90178 31937 25240 6697 58241 6745 51496 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=8 num_cat=0 split_feature=9 2 8 8 8 9 9 split_gain=1960.59 888.661 638.757 384.208 308.644 90.7132 13.354 threshold=8.5403307594282669 14.832674882422973 14.849259031560523 14.820894537509451 14.886609811404641 7.0160445095304569 8.2631480668290695 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.072513299918726778 0.079880210271700947 0.10692972335113571 -0.086572731670147895 -0.091539642235591856 0.038335535417233058 0.03600846080483508 -0.06652364927184394 leaf_weight=97.307965658605099 333.1274483948946 1319.9469061866403 743.11717270500958 1931.4016721919179 1306.506274888292 355.09063947573304 254.86015746369958 leaf_count=794 1526 6583 14591 47471 12072 1957 5184 internal_value=0 0.0414835 -0.0350246 -0.071304 0.0728357 0.0125577 -0.0886552 internal_weight=0 3702.7 1076.24 2638.66 2626.45 452.399 2186.26 internal_count=90178 34772 16117 55406 18655 2751 52655 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=8 num_cat=0 split_feature=8 9 3 5 3 8 8 split_gain=1195 518.309 283.961 49.1242 2.73226 14.7616 0.515581 threshold=14.910527555780067 8.2631480668290695 8.3815884814088726 12.248217735387291 7.555671347408925 14.918440503101598 14.911370549600658 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.010566386741482926 0.071183784470275194 -0.069591243910584771 0.074005805514983036 -0.0092387510567612657 -0.054942699348316242 -0.083097856344982235 -0.090478583098899001 leaf_weight=1183.966732731089 6.3095392007380715 441.13306243252009 1746.5809134598821 194.55209738668054 9.6286209188401681 48.749283570796251 1025.337306230329 leaf_count=8892 191 16933 13459 6177 336 1991 42199 internal_value=0 0.0306335 0.0483881 -0.0511638 -0.0889615 -0.0644633 -0.0902013 internal_weight=0 3566.23 2930.55 635.685 1090.02 55.0588 1034.97 internal_count=90178 45461 22351 23110 44717 2182 42535 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=6 num_cat=0 split_feature=8 0 1 5 8 split_gain=997.373 442.711 206.68 48.3194 4.96318 threshold=14.907335691510722 9.4459028361921202 7.5754150635758029 11.519480960160774 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.098347514520609428 -0.034957282110986303 -0.080084180166798927 0.031887816529720135 -0.023248352978065531 -0.090050523607914532 leaf_weight=605.62888440489769 18.3689497821033 255.96396457310766 2055.2171156257391 360.86501153092831 890.65775587130338 leaf_count=2443 710 9612 22221 10120 45072 internal_value=0 0.0293525 0.0470458 -0.0469248 -0.0889769 internal_weight=0 3277.67 2660.85 616.829 909.027 internal_count=90178 44396 24664 19732 45782 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=8 num_cat=0 split_feature=8 8 1 2 3 8 3 split_gain=1195.18 548.716 513.454 342.669 30.4924 19.4888 3.24203 threshold=14.911370549600658 14.85291165514945 9.6924579171204197 10.923627405935898 6.2423815403969032 14.927853812706594 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.29105517543072684 0.13920280885570213 0.013140597469033561 0.10480026976766912 -0.084470831133238694 -0.045795658857595213 -0.07926916849754588 -0.089848539574833353 leaf_weight=24.77923608571291 8.9712648354470712 1310.7481743739918 1144.5610102368519 431.11726988013834 20.218905576504767 6.066621924750506 1020.0598044469953 leaf_count=201 69 24386 11469 9760 608 194 43491 internal_value=0 0.0371863 0.0558937 -0.0634676 -0.0869859 0.0516192 -0.0890371 internal_weight=0 2911.21 2455.31 455.897 1055.32 15.0379 1040.28 internal_count=90178 45816 35855 9961 44362 263 44099 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=8 8 5 7 8 10 split_gain=5698.43 1582.36 475.444 61.6302 42.1397 10.1926 threshold=14.890626881336633 14.889955778994116 10.717815098464348 2.8669616774619882 14.89098124964333 9.8137811042143444 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.066922948170045321 0.0019550000814565005 -0.091472733488222935 0.032216289300253727 0.11201171500039159 -0.095684437117904989 -0.077502140520856563 leaf_weight=721.71086781099439 55.902984134852886 14.258583545684813 1461.9180827997625 3023.8984516561031 3921.2904097270221 21.673082776367664 leaf_count=8261 254 72 8090 15193 58207 101 internal_value=0 0.0643703 -0.00056584 0.111027 -0.0942402 -0.0209474 internal_weight=0 5221.79 2183.63 3038.16 3998.87 77.5761 internal_count=90178 31616 16351 15265 58562 355 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=8 num_cat=0 split_feature=3 8 2 2 9 8 3 split_gain=2860.64 998.483 450.577 134.768 92.2533 159.855 4.63677 threshold=9.617439735427185 14.897632360894949 14.032379051975953 10.3079873475185 8.616553044222595 14.911370549600658 9.3671547984764949 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.090630507469569577 0.087439267398586679 0.11509400540516845 0.035150683048058039 -0.091203493410880132 -0.092607852841568888 0.014937019574449715 -0.069683038075472811 leaf_weight=2110.1754363924265 45.820017572492361 1576.1189219802618 1277.2114213444293 448.47183647193015 303.5072019547224 252.64166741445661 130.61683919653296 leaf_count=52083 233 7863 7597 10196 7083 2571 2552 internal_value=0 0.0566046 0.0793345 -0.0745005 -0.0803875 -0.0438143 -0.0894411 internal_weight=0 3347.62 2853.33 494.292 2796.94 556.149 2240.79 internal_count=90178 25889 15460 10429 64289 9654 54635 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=8 num_cat=0 split_feature=4 9 3 2 5 9 4 split_gain=254.12 273.384 135.727 129.517 40.3686 33.1016 29.6628 threshold=19.134515712166827 8.0866914225926667 7.4126353286476485 14.202567008527577 14.97309612268935 11.917632123364987 20.390660556885141 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.038427668497277745 0.055878058680916179 0.10583116802207733 -0.031481430515251006 0.0011642158284737817 0.39950734384678421 0.072086404088519865 0.12357693000481507 leaf_weight=1285.9344838969409 161.7405984532088 72.952069634571671 2765.7822466120124 3389.3058024402708 6.7228345051407796 6.0325499810278416 110.72595417499542 leaf_count=10107 1714 489 42065 34694 69 78 962 internal_value=0 -0.00344311 -0.0279166 0.0114196 0.0925598 0.261154 0.0837411 internal_weight=0 7513.97 2838.73 4675.24 285.222 12.7554 272.467 internal_count=90178 87355 42554 44801 2823 147 2676 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=8 num_cat=0 split_feature=8 6 8 10 8 1 8 split_gain=2371.93 508.12 300.414 227.999 109.305 80.0749 2.63504 threshold=14.922927113718695 8.9200167303105733 14.93311344364446 9.5236183516772375 14.918661398272731 8.5718636575417051 14.91752864592924 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0916971638159991 0.043063312173098729 0.030014081467638117 0.11129556906803251 -0.047112523946061462 0.032067234631647401 -0.062513400542221736 -0.07035882281386327 leaf_weight=1861.2421736381948 3441.7025122009218 716.2431057356298 794.12652919441462 822.29416805505753 125.08721960708499 309.25985483825207 78.232076307758689 leaf_count=51851 15523 3531 3242 7511 978 5767 1775 internal_value=0 0.0380042 0.0558786 -0.0112112 -0.0807173 -0.0352641 -0.0908731 internal_weight=0 5774.37 4235.83 1538.54 2373.82 434.347 1939.47 internal_count=90178 29807 18765 11042 60371 6745 53626 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=8 num_cat=0 split_feature=8 0 2 2 8 2 3 split_gain=2873.39 483.852 384.805 240.325 77.1976 38.911 4.11163 threshold=14.92157049511099 8.9880901250873055 14.254292571378519 14.359518479786596 14.917301313055576 14.172851784554849 13.024616908589378 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.090558216123368618 0.007974431164620651 -0.066371714572369025 0.082506556889758054 0.020691917340287049 -0.085142540631804847 -0.021607266034849762 -0.0053423574606435847 leaf_weight=2188.7823882047087 913.77276329323649 384.03361927904189 2865.389270298183 1794.7289953380823 147.03326322510839 279.22629850916564 5.8063803389668456 leaf_count=51336 5027 3986 12695 10229 3171 3574 160 internal_value=0 0.0428588 0.0644921 0.00532248 -0.0827653 -0.043671 -0.0903353 internal_weight=0 5957.92 3779.16 2178.76 2620.85 426.26 2194.59 internal_count=90178 31937 17722 14215 58241 6745 51496 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=8 num_cat=0 split_feature=5 9 9 5 2 8 8 split_gain=1891.91 1660.27 449.542 684.293 274.577 215.142 12.9295 threshold=10.923793559294099 7.9754643759947976 9.3214426243293893 11.976704466274876 12.970039582877137 14.572237689267261 14.467275927306209 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.080427886801887949 -0.030123118397164406 -0.05586841765850923 0.078791757208919067 -0.081762688104663833 0.10606733479132457 -0.086827880138001343 -0.091941688106604247 leaf_weight=85.036273770034313 35.68802846968174 109.8587591368705 478.95955893956125 593.00256658159196 2011.6697752065957 739.33783492073417 1890.7973030731082 leaf_count=372 214 791 2932 13355 11022 18002 43490 internal_value=0 0.0508747 -0.0619416 -0.0100194 0.0976595 -0.0694985 -0.0908127 internal_weight=0 2945.9 2998.45 1071.96 2121.53 824.374 1926.49 internal_count=90178 30187 59991 16287 11813 18374 43704 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=8 9 4 5 8 8 split_gain=1055.94 412.681 188.487 73.8583 2.38755 0.426852 threshold=14.910527555780067 8.0309492933225837 15.769334760282829 11.283373902454665 14.914060284370994 14.911370549600658 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.029150926214100006 -0.038837905649916016 -0.077229955046285881 0.085990428877339875 -0.01297433151565066 -0.089795263493743102 -0.069636958170896393 leaf_weight=1918.7600846886635 10.138093939982353 277.41662454698235 838.50456080399454 501.84935354627669 937.84728383645415 40.500862273387611 leaf_count=13799 355 11410 5288 14964 42587 1775 internal_value=0 0.0283039 0.0464611 -0.0359188 -0.0885577 -0.0643424 internal_weight=0 3536.53 2757.26 779.266 988.486 50.639 internal_count=90178 45461 19087 26374 44717 2130 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=6 num_cat=0 split_feature=8 3 8 9 8 split_gain=888.054 365.046 205.27 84.2694 1.75546 threshold=14.908595028305081 8.9535541855830072 14.863791496742204 8.9234037044796519 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.11744035812894407 -0.036142688134360119 -0.0021879712962372872 0.03572048296647852 -0.064205773000892127 -0.0898423223610538 leaf_weight=364.04008841980249 7.9517256030812851 585.07556938100606 1959.0730190491304 349.33359321672469 806.09723106957972 leaf_count=2815 355 10366 18819 12751 45072 internal_value=0 0.0273466 0.0485713 -0.0254175 -0.0893628 internal_weight=0 3257.52 2323.11 934.409 814.049 internal_count=90178 44751 21634 23117 45427 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=8 num_cat=0 split_feature=8 8 1 6 3 8 8 split_gain=1060.89 467.75 437.154 103.065 43.6627 50.4645 18.0964 threshold=14.907335691510722 14.85291165514945 9.6924579171204197 1.0000000180025095e-35 7.0970597227589947 14.91888241682727 14.910527555780067 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.23459614043956634 0.24049005794977305 0.013998032560024205 0.10008783328496727 -0.068908612324124471 -0.032973986615718501 -0.036130800337490103 -0.08915147691110667 leaf_weight=10.545615007169543 7.4366365931928149 1274.8782514454797 1097.311452540569 407.93994280695915 62.712596088647842 29.37520157918334 938.05902733653784 leaf_count=100 89 24012 10423 9861 1053 804 43836 internal_value=0 0.0366506 0.0538463 -0.0607194 -0.0817343 0.0246337 -0.0856676 internal_weight=0 2790.68 2372.19 418.486 1037.58 36.8118 1000.77 internal_count=90178 44396 34435 9961 45782 893 44889 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=6 num_cat=0 split_feature=8 8 3 7 8 split_gain=4994.11 1375.19 399.513 54.0701 42.0072 threshold=14.890626881336633 14.889955778994116 9.5962103380085662 2.8669616774619882 14.89098124964333 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.030534261658306722 -0.01995444539155565 -0.085587826805661696 -0.061814410021676237 0.10781417117537756 -0.095040986549183956 leaf_weight=1428.0131489001215 76.719250038266182 13.838763698935507 695.92138544842601 2801.4742230549455 3553.4145351722836 leaf_count=7990 355 72 8361 15193 58207 internal_value=0 0.0610153 0.00026075 0.106833 -0.09346 internal_weight=0 4939.25 2123.93 2815.31 3630.13 internal_count=90178 31616 16351 15265 58562 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=8 num_cat=0 split_feature=6 5 9 3 2 2 2 split_gain=2455.44 583.242 310.972 265.906 266.508 66.241 15.1456 threshold=10.014357048893464 11.83806986817706 8.9671138492782418 9.4006067751509708 13.954027907077444 13.652160250779874 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.04313036020246671 0.037539863863985196 -0.047962467521831149 0.093564206961348317 0.058309371914179432 -0.056573683281029845 -0.074075306299857341 -0.089192915641168713 leaf_weight=76.912834281101823 64.210140027105808 167.0086594261229 2105.6919014174491 277.98319029994309 730.71584781818092 294.00991369411349 1997.7037645550445 leaf_count=1081 731 2497 11920 2180 11312 5738 54719 internal_value=0 0.0644578 0.0831476 -0.0670357 -0.0248871 -0.0540197 -0.0875068 internal_weight=0 2630.92 2272.7 3083.32 1008.7 358.22 2074.62 internal_count=90178 20886 14417 69292 13492 6469 55800 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=8 num_cat=0 split_feature=8 8 2 5 2 0 1 split_gain=1757.85 972.572 457.278 321.212 86.2819 68.0446 48.6666 threshold=14.905998535555076 14.928945438665446 12.439272095951539 12.156167252638125 12.970039582877137 11.704030182295325 6.7811729855112457 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.13124597838892124 -0.063557459280130207 -0.060452401492594954 0.064550278794041904 0.062609320825964793 -0.086468008385578485 0.050881494394176253 -0.028757396415258197 leaf_weight=21.163678210228682 300.36313807964325 1240.4207939393818 3725.5203291773796 254.95839641243219 1904.3729477096349 36.152835866436362 132.65025077946484 leaf_count=144 5622 17785 19583 3147 40798 448 2651 internal_value=0 0.0294033 0.054979 -0.0394429 -0.0781725 -0.0838842 -0.00603653 internal_weight=0 5521.26 4025.88 1495.38 2094.34 1940.53 153.814 internal_count=90178 46137 25205 20932 44041 41246 2795 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=8 num_cat=0 split_feature=8 10 0 8 8 6 8 split_gain=2029.71 457.668 309.916 246.734 64.472 51.8274 2.87411 threshold=14.92157049511099 9.423934991684586 8.7985673998436145 14.931175039351993 14.918661398272731 8.1265478754486775 14.917062066687118 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.091461006902651409 0.035182489951988867 -0.049255678256683928 0.097771518241941011 0.026308024854680326 0.018166034482558113 -0.070925786787266396 -0.071646025867101101 leaf_weight=1629.8368626721203 3123.9094196856022 832.93030451796949 1059.5062225721776 895.90191352367401 102.25272936746478 178.00154997967184 98.737389205023646 leaf_count=51141 13579 8628 4745 4985 1085 3530 2485 internal_value=0 0.0331712 0.0510536 -0.0101051 -0.0831533 -0.038471 -0.0903712 internal_weight=0 5912.25 4183.42 1728.83 2008.83 280.254 1728.57 internal_count=90178 31937 18324 13613 58241 4615 53626 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=8 num_cat=0 split_feature=8 7 2 9 8 2 1 split_gain=2433.58 400.654 359.186 66.1234 61.9318 29.3013 8.90372 threshold=14.921113062841398 8.9227366191199433 14.313389505619282 8.8780289286483072 14.916782610882285 14.172851784554849 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.011707569877315704 -0.0019700152571477648 -0.0085736945382588799 0.059315413360305491 -0.080790985287943443 -0.085033065509948019 -0.027181712642205452 -0.0905988861291811 leaf_weight=14.735183050855992 1229.555954951793 238.80509693175554 4301.5219020545483 269.92565505579114 130.71318137459457 265.91384335421026 1909.461570370011 leaf_count=273 6930 1282 18936 5499 3191 3554 50513 internal_value=0 0.0378819 0.0456938 -0.0469745 -0.0825752 -0.0464132 -0.0900011 internal_weight=0 6039.81 5531.08 508.731 2320.82 396.627 1924.2 internal_count=90178 32647 25866 6781 57531 6745 50786 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=8 num_cat=0 split_feature=5 9 9 5 3 5 3 split_gain=1607.41 1430.04 382.114 552.882 151.787 112.885 18.3758 threshold=10.95385024485944 7.921536235168678 9.476373909679884 12.084061034218061 8.6786434141791684 9.4308084680330087 10.009147733955169 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.031913197425406374 -0.091809928892014364 -0.012516597908459982 0.076107641720984442 -0.081990704861463051 0.09697055205401256 -0.084520199686130185 -0.054942188815572904 leaf_weight=94.462036976590753 1636.845423148945 135.36420049890876 412.77469164133072 474.27664664294571 1912.6514366809279 673.82498291134834 153.25336233805865 leaf_count=943 42077 1501 2668 12345 10905 17903 1836 internal_value=0 0.0460977 -0.0621034 -0.00841939 0.0897314 -0.0701817 -0.0886861 internal_weight=0 2816.3 2677.15 887.051 2048.02 768.287 1790.1 internal_count=90178 31252 58926 15013 12406 18846 43913 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=8 num_cat=0 split_feature=8 9 3 8 3 8 8 split_gain=915.25 321.183 206.126 33.1905 3.37449 14.3438 0.681058 threshold=14.910527555780067 8.3475872508793731 8.7873144074596041 14.085846118895374 7.555671347408925 14.918440503101598 14.911370549600658 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.018923054319731677 0.073910678747441241 0.12934670354925137 0.074077356626800359 -0.051822712601599458 -0.050108677715474559 -0.081044858755666541 -0.08995963218549527 leaf_weight=1976.3425444876775 6.1899711620062581 9.3956357678398472 1030.9448668509722 496.45247002225369 8.445643740706144 39.962500034831464 833.88851488381624 leaf_count=15069 191 451 8412 21529 336 1991 42199 internal_value=0 0.0254476 0.0378491 -0.0482091 -0.0881047 -0.0591355 -0.08962 internal_weight=0 3513.14 3007.29 505.848 888.487 46.1525 842.334 internal_count=90178 45461 23481 21980 44717 2182 42535 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=6 num_cat=0 split_feature=8 8 8 2 8 split_gain=782.819 290.235 448.2 304.484 1.91777 threshold=14.908595028305081 14.894177514361893 14.868435148513482 14.651567852890247 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.05905498726791867 -0.032532284369664405 0.0039258726410408987 -0.053967735773749172 0.087393361604581818 -0.089618920989461295 leaf_weight=592.07715283054858 7.4132843362167469 753.67498132959008 858.15247566252947 1039.6403280701488 722.86108535621315 leaf_count=11026 355 5118 22720 5887 45072 internal_value=0 0.0254475 -0.00781568 0.0523363 -0.0890847 internal_weight=0 3243.54 1450.23 1793.32 730.274 internal_count=90178 44751 33746 11005 45427 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=8 num_cat=0 split_feature=2 1 3 2 5 2 5 split_gain=503.878 563.797 375.999 296.667 86.6996 65.9682 41.0783 threshold=13.652160250779874 9.6924579171204197 10.782706679584985 15.020667565525391 11.689683305498736 13.370736507846329 9.7344039746380364 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.099504942862051984 0.022485649900208862 0.081628155649543455 0.093648590082148694 -0.031264543936096727 -0.075770733285047201 0.037549262428475373 -0.063020347041230385 leaf_weight=755.3243609527126 58.011747586540878 601.13198531325907 34.259514028206468 378.77615072391927 214.42902181204408 224.57914819009602 1428.0046310420148 leaf_count=6618 1849 8068 195 15135 5166 2245 50902 internal_value=0 -0.0208568 0.0575045 0.0380029 -0.0521498 0.0853584 -0.0596695 internal_weight=0 2465.92 1228.59 979.908 248.689 979.904 1486.02 internal_count=90178 75954 14224 23203 5361 8863 52751 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=8 8 5 7 8 10 split_gain=4320.33 1209.14 359.79 48.5902 41.5542 7.77476 threshold=14.890626881336633 14.889955778994116 10.717815098464348 3.1412421616204909 14.89098124964333 9.8137811042143444 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.062031572308586892 0.00076678906238534031 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0.093207002260449978 leaf_weight=277.34383228421211 130.6605185046792 4422.0653752814978 2185.1642735805362 93.663343615829945 7.1378319486975661 40.094060525298119 110.80914262495935 leaf_count=2858 1225 46459 37275 763 51 301 1246 internal_value=0 -0.00394646 -0.00801003 0.0682482 0.0813555 0.155207 0.0663296 internal_weight=0 6978.24 6607.23 371.007 288.702 47.2319 241.47 internal_count=90178 87355 83734 3621 2823 352 2471 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=8 num_cat=0 split_feature=8 6 8 0 8 1 0 split_gain=1733.98 427.746 321.836 107.9 60.5681 52.4011 2.57463 threshold=14.921341461570551 7.3909432422826962 14.932333816366073 7.7372540698138659 14.91799612024902 8.2307536709715041 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.090874137493622428 0.026653892381168484 -0.0066880474578257 0.050835233004390717 0.087753582225498533 0.057664173940491642 -0.058748295944676732 -0.020842531272435655 leaf_weight=1492.6124080410227 377.44646227732301 2790.0446519032121 1491.9960655272007 1248.7158035747707 45.36454364657402 236.20746715925634 5.9547469010576597 leaf_count=52331 1465 18475 7100 5252 402 4923 230 internal_value=0 0.0299506 0.013362 0.0735969 -0.0826087 -0.0398552 -0.0906099 internal_weight=0 5908.2 4282.04 1626.16 1780.14 281.572 1498.57 internal_count=90178 32292 25575 6717 57886 5325 52561 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=8 num_cat=0 split_feature=0 10 0 2 7 10 9 split_gain=649.411 542.74 492.071 237.569 149.193 187.301 34.9559 threshold=9.2262521820213781 9.0730696918745402 8.0428628054091664 14.571220060887315 8.2352132562576905 9.5012717373946192 8.8780289286483072 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.04964507851261829 -0.072155486824183587 0.0092486516422550409 -0.030607338692287753 0.081244190850156467 -0.037723651961717827 0.0027213735163394027 -0.082129241472585893 leaf_weight=1181.8714109621942 472.78544979076833 636.39922551251948 2156.7574586085975 1639.5906869396567 245.9721992528066 1132.6797561403364 659.59499597921968 leaf_count=10721 6480 4882 21658 9980 3299 13844 19314 internal_value=0 0.0234817 -0.0021917 0.0611261 -0.0376874 -0.0193599 -0.0701226 internal_weight=0 5614.62 3338.63 2275.99 2511.03 1605.47 905.567 internal_count=90178 47241 32379 14862 42937 20324 22613 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=8 num_cat=0 split_feature=5 9 9 5 2 8 8 split_gain=1377.56 1134.96 444.909 528.157 238.253 158.491 16.2011 threshold=10.870929756732604 7.802479439624201 9.3214426243293893 12.035841265327329 14.447316354215163 14.572237689267261 14.467275927306209 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.069897418722401738 -0.020673916691985726 0.0081352875551289477 0.065998671981244802 -0.079867270977959592 0.10242912253536407 -0.088828356237571876 -0.089877573167104083 leaf_weight=70.356515280902386 35.254133779555559 324.72278972063214 518.28106147423387 474.56559590995312 1536.8615213464946 544.78471557144076 1618.1340900892392 leaf_count=313 224 2399 3373 13194 9614 16086 44975 internal_value=0 0.0470908 -0.0566567 -0.00373324 0.0859943 -0.0705902 -0.0884154 internal_weight=0 2476.73 2646.23 992.847 1861.58 615.141 1653.39 internal_count=90178 28412 61766 16567 12013 16399 45199 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=8 8 8 2 8 5 split_gain=821.769 277.068 199.922 112.033 2.96104 2.78058 threshold=14.910527555780067 14.893110676724056 14.889502581986347 13.258010044317734 14.914060284370994 12.885212458673779 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.025303084896766651 -0.07159001972001576 -0.080194921042272771 -0.05553969133901622 0.048917071915087332 -0.089214396797668738 -0.0069814480816601746 leaf_weight=626.09455458447337 34.177533956244588 68.466837100684643 596.34578523598611 2185.7783958353102 765.55514238448814 8.5021446291357261 leaf_count=15286 1393 1634 17750 10791 42587 737 internal_value=0 0.0241801 -0.0141478 0.0449618 -0.0877032 -0.0591739 internal_weight=0 3476.69 1222.44 2254.25 808.235 42.6797 internal_count=90178 45461 33036 12425 44717 2130 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=6 num_cat=0 split_feature=8 3 8 5 8 split_gain=703.084 272.673 155.371 117.855 2.05802 threshold=14.908595028305081 9.0781409062988576 14.892420099699093 11.477290907688616 14.909654479947964 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0072009098435343588 -0.029383363316167022 -0.070988345958202567 0.05935100720662715 0.0084277924055209934 -0.089430065336899747 leaf_weight=901.05186717398465 6.9896269869059315 348.80713881878182 1561.4880122300237 400.76716079795733 655.78511921875179 leaf_count=16292 355 11330 7922 9207 45072 internal_value=0 0.0242085 0.0402798 -0.0285731 -0.088842 internal_weight=0 3212.11 2462.54 749.574 662.775 internal_count=90178 44751 24214 20537 45427 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=8 num_cat=0 split_feature=8 8 5 2 3 10 3 split_gain=929.151 373.523 286.225 244.892 26.8757 15.629 3.30637 threshold=14.911370549600658 14.841551936526161 9.9384965954451534 9.8339854806601732 6.2423815403969032 9.1825201540576114 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.26486642620680029 -0.082997847935113431 0.15297190995359589 0.036871119875373601 -0.085014507209684231 -0.043531603263741003 0.11375375295512297 -0.089156174939845678 leaf_weight=20.368566837161779 5.5156781617552033 234.75511328503489 2154.906959627755 320.69077176228166 19.100024115294218 9.9269220875576121 807.93340851785615 leaf_count=157 133 1671 34894 9094 608 130 43491 internal_value=0 0.0343615 0.0483358 -0.0634059 -0.0857098 0.0427056 -0.0881563 internal_weight=0 2730.72 2389.66 341.059 842.476 15.4426 827.033 internal_count=90178 45816 36565 9251 44362 263 44099 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=5 num_cat=0 split_feature=8 8 5 8 split_gain=3774.37 993.064 283.257 100.286 threshold=14.89098124964333 14.889955778994116 10.695492123961861 14.890626881336633 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0585411064030876 -0.093889794361098011 0.099207771478713708 0.024427165786959873 -0.018378285445906518 leaf_weight=575.10854309983552 2901.0264056865126 2362.6911581009626 1439.0383359529078 74.531217362731695 leaf_count=8114 58207 15265 8237 355 internal_value=0 0.0526817 0.000719562 0.0956059 internal_weight=0 4451.37 2014.15 2437.22 internal_count=90178 31971 16351 15620 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=8 num_cat=0 split_feature=3 8 8 2 2 3 3 split_gain=1828.3 630.628 321.391 268.61 67.4362 90.7141 19.7539 threshold=9.55635206054348 14.90208336904397 14.930690994557574 10.923627405935898 13.199148456059392 8.6950138810570561 9.2651528287471017 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.083366918016007097 0.097647197398329361 0.078367373974924145 -0.04371855268697164 -0.092401301141704237 -0.088259474995172629 0.057076066314971655 -0.056914231074741653 leaf_weight=102.25300512090325 90.063477238640189 2116.6983100622892 239.4329839758575 407.43707294389606 1665.1254588710144 82.001668455079198 237.05821851734072 leaf_count=1931 462 13344 1852 11296 54241 1029 6023 internal_value=0 0.0443486 0.0659476 -0.0578696 -0.0787907 -0.0208927 -0.0843851 internal_weight=0 2853.63 2356.13 497.501 2086.44 184.255 1902.18 internal_count=90178 26954 15196 11758 63224 2960 60264 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=8 num_cat=0 split_feature=3 7 2 0 5 3 1 split_gain=194.225 136.019 105.908 100.582 73.1052 53.5282 15.9994 threshold=7.6635694120840094 3.1412421616204909 12.562335490553524 8.5307851046440035 11.864114228189766 6.7046708222886204 7.8263929955765201 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0053898115186509733 0.0424476773421694 -0.06529452122114307 -0.0052423702309024756 0.20051302371489271 0.18731587682009085 0.080772305216754534 0.046231677485145534 leaf_weight=215.00502164103091 151.62115409784019 307.77401731722057 6013.2409224398434 49.003572683781385 44.598291043192148 160.25227397121489 172.61037452146411 leaf_count=2109 1862 7418 75539 295 355 1312 1288 internal_value=0 -0.00562582 -0.00817621 0.0539273 0.0761573 0.109634 0.0236494 internal_weight=0 6517.23 6321.01 596.871 196.219 209.256 387.615 internal_count=90178 85174 82957 5004 2217 1607 3397 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=8 num_cat=0 split_feature=8 10 9 9 8 10 0 split_gain=1466.37 410.475 425.393 109.461 23.7748 34.1256 1.42484 threshold=14.920001845484427 8.2124917739664038 6.8738587169600027 6.2148541591619981 14.917755994349092 8.4383920126498264 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.090647219446685773 0.015356267982514646 -0.063382344505266891 0.024390256913891087 0.098323260139460744 0.047264321245753319 -0.071236710503173192 -0.032303364828741299 leaf_weight=1315.3280771784484 196.85643897950649 631.18720408529043 4362.8604819346219 835.44839882105589 29.451904404908419 123.47581615671515 5.6190762808546415 leaf_count=51977 761 2990 27301 3370 398 3152 229 internal_value=0 0.0251598 0.0132864 0.082532 -0.0860841 -0.0482561 -0.0904237 internal_weight=0 6026.35 4994.05 1032.3 1473.87 152.928 1320.95 internal_count=90178 34422 30291 4131 55756 3550 52206 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 2 1 split_gain=1951.81 372.417 501.969 381.074 65.2035 26.5827 9.20082 threshold=14.921113062841398 8.6439846803498188 8.1294663553881694 9.2536141247924188 14.916782610882285 14.172851784554849 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0082189210058085486 -0.02972339142154734 -0.042347085048102473 0.080010636328252505 0.032671159113552152 -0.083176886611972395 -0.024584030832850184 -0.089892087241702001 leaf_weight=14.124043695628641 510.02956471592188 972.74202013202012 2270.0873449519277 2222.1807248145342 110.77488874830306 256.62156976014376 1632.456142921932 leaf_count=273 3182 5093 10038 14334 3191 3554 50513 internal_value=0 0.033119 0.0598758 0.00982463 -0.0806905 -0.0424284 -0.0891969 internal_weight=0 5975.04 2780.12 3194.92 2013.98 367.396 1646.58 internal_count=90178 32647 13220 19427 57531 6745 50786 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=8 num_cat=0 split_feature=5 9 9 5 2 5 3 split_gain=1167.99 1014.75 358.931 421.867 226.737 78.4695 26.0206 threshold=10.923793559294099 7.8154999837526953 9.4504944511485096 12.156167252638125 14.447316354215163 9.4308084680330087 9.96397656025019 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.01958716018669155 -0.090235940316289398 0.0038149248840999811 0.063135832574594042 -0.080184613103433972 0.095745744153310774 -0.084465625640795308 -0.04641911058795975 leaf_weight=83.738532481715083 1366.3660210398957 327.12938648369163 438.48231847211719 384.56613921094686 1492.6998680038378 522.28445947170258 154.18011831119657 leaf_count=900 42645 2484 3008 12339 10088 16715 1999 internal_value=0 0.0419174 -0.0570496 -0.00384612 0.0792316 -0.0700793 -0.0858264 internal_weight=0 2425.85 2343.59 823.048 1819.83 606.023 1520.55 internal_count=90178 30187 59991 15347 12572 17615 44644 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=8 num_cat=0 split_feature=9 4 5 9 5 2 7 split_gain=308.353 113.66 86.6548 55.0555 53.4231 41.7606 8.8251 threshold=7.921536235168678 15.38933965767618 12.885212458673779 8.9436524133493673 13.793851287651751 13.052656313211147 8.6609414523862522 decision_type=2 2 2 2 2 2 2 left_child=1 2 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leaf_weight=511.39619456231594 257.50035204039887 756.59888063604012 642.5539875747636 99.789926692377776 1064.6190682277083 98.806048614904284 295.89600668149069 leaf_count=3518 9217 6464 10289 3833 35158 1409 20290 internal_value=0 0.0314642 0.00726456 -0.025723 -0.0130459 0.0640632 -0.0679417 internal_weight=0 2009.36 1153.95 1717.81 1322.12 855.405 395.686 internal_count=90178 21680 13807 68498 44375 7873 24123 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=8 num_cat=0 split_feature=8 8 1 2 6 1 8 split_gain=703.809 262.585 246.404 170.914 23.0842 11.2538 3.58703 threshold=14.911370549600658 14.834612849217498 9.3171864001047133 9.8339854806601732 4.3397287074235171 10.55753310475871 14.913185407320695 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.20081991558566303 -0.0594991087705578 0.0019230229466905343 0.066779534423296566 -0.08474344781900206 -0.039139222423884686 0.13557246838340231 -0.087837714255622867 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internal_weight=0 4065.46 1901.92 2163.55 internal_count=90178 31971 16351 15620 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=8 num_cat=0 split_feature=7 5 2 4 7 2 9 split_gain=1383.29 398.342 239.361 168.001 156.625 69.7845 66.7337 threshold=8.8843309430007604 11.735523885049423 13.316620011614498 19.48456949885885 6.6088068000205729 13.796726205957029 8.616553044222595 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -3 -1 -2 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=-0.062553037084352933 0.046768528498854885 0.081864599438278673 -0.086304645827074519 -0.048962045420587887 0.076707686156951935 -0.072836611598914303 -0.048182224056110882 leaf_weight=137.40159522555768 59.729714811779559 1530.9094772413373 1316.0903402892873 104.23655646108091 193.02420848701149 251.48650218825787 712.61220843158662 leaf_count=2561 867 12145 51295 757 1860 6763 13930 internal_value=0 0.0537684 -0.0600937 0.0734999 0.0187846 -0.0498053 -0.0729439 internal_weight=0 1946.36 2359.13 1635.15 330.426 311.216 2028.7 internal_count=90178 20532 69646 12902 4421 7630 65225 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=8 num_cat=0 split_feature=4 3 4 1 4 0 9 split_gain=173.212 161.299 156.316 62.1202 29.6104 26.4484 12.635 threshold=18.665636714938604 7.6635694120840094 11.711242150531097 8.5841561995167392 19.992260924989491 9.9433993397020437 9.7113325627143663 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.019685255623556289 0.055539018183104333 0.048224317171053847 -0.014120132826528102 0.088022616701387363 0.054276452491062943 0.13564458332092963 0.0035454450403597884 leaf_weight=334.29148172400892 160.07290638331324 434.01139084808528 5329.9101050039753 220.79693051613867 79.730722777545452 83.753367159515619 66.046433344483376 leaf_count=3214 1629 4937 76178 1614 617 794 1195 internal_value=0 -0.00445752 -0.00941817 0.0469771 0.0641614 0.0965328 0.0404349 internal_weight=0 6319.01 5763.92 555.088 389.603 163.484 226.119 internal_count=90178 85943 81115 4828 4235 1411 2824 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=8 num_cat=0 split_feature=8 8 5 0 8 1 5 split_gain=1110.1 236.014 246.654 194.546 21.2366 26.4604 1.67626 threshold=14.91978493757968 14.930774884461373 10.848687772199227 8.6755927649809568 14.917755994349092 8.4383057693222039 15.380672092647268 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.089930867119884933 0.033105116503962403 0.013609745531480907 -0.027719926055576799 0.062541152419455334 0.042821225711690503 -0.069645886898693651 -0.0031587838976770847 leaf_weight=1061.2161776605062 1187.1448586471379 1570.4959295317531 1518.0611741971225 1684.1846904680133 26.278421422466636 91.653895282186568 2.305253659375011 leaf_count=52110 5726 6946 14154 7951 379 2816 96 internal_value=0 0.0208034 -0.00102527 0.0389415 -0.0852645 -0.0444359 -0.0897459 internal_weight=0 5959.89 2705.21 3254.68 1181.45 117.932 1063.52 internal_count=90178 34777 19880 14897 55401 3195 52206 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=8 num_cat=0 split_feature=8 0 2 1 8 2 1 split_gain=1634.21 335.029 404.153 314.779 25.8003 13.7074 9.07299 threshold=14.919550842712399 8.0428628054091664 14.313389505619282 7.7959439481576203 14.915975245213344 14.62432540856682 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0088386451272380942 -0.020672164578877654 -0.04256000290760667 0.031239446835731367 0.10925431115108049 -0.075948633451552894 -0.027162816872310605 -0.089819789081823365 leaf_weight=14.206564186140893 241.01966777816415 906.32304511778057 4074.8404967673123 818.61475331708789 121.04175597988069 112.29936540033668 1391.8083268068731 leaf_count=272 1511 8401 21436 3784 3427 1898 49449 internal_value=0 0.028676 0.0178058 0.0797102 -0.0838736 -0.0526857 -0.0890084 internal_weight=0 6040.8 4981.16 1059.63 1639.36 233.341 1406.01 internal_count=90178 35132 29837 5295 55046 5325 49721 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=8 num_cat=0 split_feature=5 9 9 5 2 8 3 split_gain=949.774 688.956 389.293 375.886 167.382 128.306 17.9761 threshold=10.806418148753567 7.7901639522871173 9.2971270824020831 12.101527998618169 14.75797151543375 14.572237689267261 10.009147733955169 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.060006005954392719 -0.08966695594996528 0.018418006466399444 0.052388079237868139 -0.07837235154108585 0.096158234534678796 -0.086958184517628032 -0.04718369480846106 leaf_weight=69.51840765029192 1241.4773689531721 370.88961641583592 532.57741314731538 372.8802373483777 1099.0329573955387 383.78157300502062 112.15809333324432 leaf_count=308 45313 3021 3967 13161 8316 14637 1455 internal_value=0 0.0433413 -0.0522532 -0.00148797 0.0765687 -0.0643372 -0.0861844 internal_weight=0 1923.22 2259.09 905.458 1469.92 453.3 1353.64 internal_count=90178 26282 63896 17128 11337 14945 46768 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=8 9 3 5 3 8 split_gain=701.403 181.623 205.966 125.709 3.13852 11.4831 threshold=14.911370549600658 7.6529449269498793 8.3534633095399098 10.89230249869629 7.555671347408925 14.918440503101598 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.0056829108930928204 0.073943778544247343 -0.080125902112375982 0.065957214373847203 0.0055402178618992734 -0.089478739417835032 -0.078468096095612547 leaf_weight=1045.7002508658916 4.9970904346555463 212.67633369658142 1237.790719633922 863.11245956365019 659.00648437440395 32.110460951924324 leaf_count=6987 172 9771 6909 22149 42199 1991 internal_value=0 0.0224154 0.0383698 -0.0114541 -0.0878066 -0.0565417 internal_weight=0 3359.28 2283.49 1075.79 696.114 37.1076 internal_count=90178 45816 13896 31920 44362 2163 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=6 num_cat=0 split_feature=8 1 8 9 8 split_gain=532.23 159.876 134.539 10.0144 0.134579 threshold=14.909654479947964 10.044293479915721 14.892420099699093 9.0789778427859691 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.00090045849391838506 -0.069685790968609315 -0.020425838640744265 0.043820833789231267 -0.066395350198373795 -0.089746934496900924 leaf_weight=1069.9571049655788 23.102254920173436 64.295728503260761 1810.6333965407684 192.41563048120588 493.37577389879152 leaf_count=23846 2130 1788 9709 9763 42942 internal_value=0 0.020472 0.0272152 -0.0550058 -0.088986 internal_weight=0 3137.3 2880.59 256.711 516.478 internal_count=90178 45106 33555 11551 45072 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=8 num_cat=0 split_feature=8 8 8 0 3 8 3 split_gain=621.374 220.82 244.822 60.093 25.1493 12.2527 4.30137 threshold=14.911370549600658 14.85291165514945 14.889955778994116 11.98571794746343 6.2423815403969032 14.927853812706594 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.063069156755309969 0.10365364497510943 0.084381481354450991 0.015122183619042351 0.11663802198309381 -0.031958504566906576 -0.076674095692245606 -0.088096228295975521 leaf_weight=294.20740202255547 9.8849770575761777 752.43277452141047 1583.9406349528581 18.954076709225774 15.472760029602794 4.8883317881263784 598.45961463265121 leaf_count=9822 69 6390 29465 139 608 194 43491 internal_value=0 0.0268823 0.0374538 -0.0518557 -0.083626 0.042907 -0.0867357 internal_weight=0 2649.53 2336.37 313.161 628.706 14.7733 613.932 internal_count=90178 45816 35855 9961 44362 263 44099 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=8 num_cat=0 split_feature=1 5 0 1 5 2 10 split_gain=306.461 316.356 116.375 90.4312 43.3174 42.5861 3.26522 threshold=10.346685472451908 11.262309007699443 8.9663595018538071 9.5765792372767073 11.811138932055806 14.158163353284033 13.968651880388778 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 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leaf_value=-0.080414043317351733 -0.0793755684681033 -0.097500748812587079 0.036914516486374359 0.095722922737424943 -0.086672445876529836 0.050550542398443213 -0.052277047101403754 leaf_weight=85.642805855721235 44.477077277377248 399.22205945104361 999.29891728423536 979.20201524626464 1275.3757480410859 75.44718296919018 184.85863585211337 leaf_count=1931 931 11456 6764 8158 54241 1010 5687 internal_value=0 0.0363658 -0.00149794 0.0880452 -0.0760918 -0.0191428 -0.0823569 internal_weight=0 2422.2 1398.52 1023.68 1621.32 161.09 1460.23 internal_count=90178 27309 18220 9089 62869 2941 59928 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=8 num_cat=0 split_feature=8 8 3 2 2 0 8 split_gain=1131.65 527.98 279.304 233.342 87.1216 53.3299 32.5029 threshold=14.902767949361744 14.923663213222239 7.7224334484176778 12.970039582877137 12.970039582877137 11.704030182295325 14.863791496742204 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.06368753687463323 -0.04102950536955649 0.072290455870266002 -0.023265473062129619 0.064248850989009398 -0.0866544816234254 0.031573846997612016 -0.038932979769144907 leaf_weight=51.79382068477571 231.19984162971377 354.34631230309606 2197.252166012302 2286.1128002405167 1358.6540448637679 38.780424650758505 73.310328865423799 leaf_count=608 5731 2499 26243 12729 40032 431 1905 internal_value=0 0.0220836 -0.00997228 0.0545672 -0.0762008 -0.0833533 0.00372062 internal_weight=0 5068.91 2551.6 2517.31 1522.54 1397.43 125.104 internal_count=90178 47202 28742 18460 42976 40463 2513 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=8 num_cat=0 split_feature=8 6 8 8 8 1 5 split_gain=977.749 322.041 162.393 145.195 21.7759 23.1086 1.66074 threshold=14.91978493757968 8.346656223500764 14.930030112180424 14.931609817309598 14.917755994349092 8.4383057693222039 15.380672092647268 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.08963423513442105 0.023935363183111596 -0.045116320168770721 0.0095172820365115943 0.066910046344933 0.036223433746807192 -0.067915622906376427 -0.0032580519316089437 leaf_weight=952.52160461014137 2191.1075985580683 794.90409187786281 1718.6187006272376 1226.8694874569774 27.548760524019599 85.639233187772334 2.3081994075328103 leaf_count=52110 10480 10434 8859 5004 379 2816 96 internal_value=0 0.0193988 -0.00777172 0.039376 -0.0844972 -0.042474 -0.0894291 internal_weight=0 5931.5 2513.52 3417.98 1068.02 113.188 954.83 internal_count=90178 34777 19293 15484 55401 3195 52206 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 2 1 split_gain=1411.82 276.573 386.303 373.596 26.3042 13.221 9.21379 threshold=14.919550842712399 8.29698668433584 8.190698340910485 8.9748065130418535 14.915975245213344 14.359518479786596 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0068715431126393544 -0.014573293826347167 -0.040953088891158354 0.089443160229190286 0.028603649764977604 -0.082730489368744484 -0.031990265532488973 -0.089310726973183596 leaf_weight=13.881345961242912 500.85698467493057 1007.7590659605339 1240.3139870613813 3292.2690881043673 81.589389202184975 141.97807327285409 1250.4407935282215 leaf_count=272 3202 6097 5423 20410 2876 2449 49449 internal_value=0 0.0259179 0.0595311 0.0122965 -0.0827972 -0.0507935 -0.0884118 internal_weight=0 6041.2 1741.17 4300.03 1487.89 223.567 1264.32 internal_count=90178 35132 8625 26507 55046 5325 49721 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=8 num_cat=0 split_feature=5 3 3 5 2 8 0 split_gain=813.503 524.239 409.431 328.351 147.606 141.396 34.3513 threshold=10.729244079221766 8.7785296463034985 9.9403614706405197 12.173478403075636 14.447316354215163 14.572237689267261 9.9905076069232894 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.067391703350001567 -0.089518315925787795 0.0061728941682455338 0.053326486587336186 -0.078330725049964467 0.094642512524039213 -0.076015252555046459 -0.050251320114914094 leaf_weight=83.982432350516319 1117.8290617149323 233.46777372248471 537.6581480531022 291.18853993434459 983.27668054681271 362.24325012043118 283.93990606116131 leaf_count=371 45224 2002 4045 11838 8505 12919 5274 internal_value=0 0.0437008 -0.0486808 0.00703432 0.0776861 -0.0489348 -0.081606 internal_weight=0 1662.97 2230.62 828.847 1216.74 446.226 1401.77 internal_count=90178 23797 66381 15883 10507 13290 50498 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=8 num_cat=0 split_feature=8 8 8 2 3 8 8 split_gain=611.205 164.137 157.348 77.7713 3.44859 10.4723 0.0204004 threshold=14.911370549600658 14.893110676724056 14.889502581986347 13.199148456059392 7.555671347408925 14.918440503101598 14.914060284370994 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.023435475282881774 0.067206391619193659 -0.082048410759965426 -0.05119804180624779 0.039218422336110392 -0.071851048358805833 -0.077050024099066569 -0.089869073597642582 leaf_weight=620.98533672327176 5.2474450748413792 53.306892901193351 516.5928466594778 2158.5505873830989 25.2731181839481 28.858420133125037 564.2215351103805 leaf_count=15286 172 1760 17750 11020 1730 1991 40469 internal_value=0 0.0203899 -0.010472 0.0362601 -0.0873589 -0.0535729 -0.0892196 internal_weight=0 3349.44 1137.58 2211.86 623.601 34.1059 589.495 internal_count=90178 45816 33036 12780 44362 2163 42199 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=6 num_cat=0 split_feature=8 2 8 8 8 split_gain=464.04 140.184 190.779 145.024 0.236107 threshold=14.909654479947964 14.216007788343598 14.891696904234349 14.863791496742204 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.051811531699920248 -0.067426317165191985 -0.0094485118987035314 0.049104462567459393 -0.052894577600572514 -0.08961997563795944 leaf_weight=184.37235838687047 20.779805929400027 840.51278509385884 1643.9173091622069 461.45043110055849 441.00206448836252 leaf_count=1977 2130 26728 9207 7194 42942 internal_value=0 0.0185118 0.0292995 -0.0229687 -0.0887691 internal_weight=0 3130.25 2484.43 645.823 461.782 internal_count=90178 45106 35935 9171 45072 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=8 num_cat=0 split_feature=2 1 3 2 5 9 2 split_gain=289.794 421.978 267.83 149.786 61.5938 54.113 28.4536 threshold=13.585296496002817 9.7753239505468699 10.782706679584985 15.188180172810123 11.689683305498736 7.5420538545702138 13.370736507846329 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -3 -4 -2 -1 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.083139154720206151 -0.07080560422701157 0.067227485707930121 0.07378660729774876 -0.024090921998216389 -0.078385247625029061 -0.030313425945322992 0.033587755121726362 leaf_weight=676.23388551175594 662.5957796247676 593.01414721691981 30.746295707300305 256.8633141326718 168.05605305591598 661.78759033791721 142.11462657991797 leaf_count=6618 27763 9058 192 12457 5107 27386 1597 internal_value=0 -0.0153341 0.0493075 0.0396319 -0.0545992 -0.05061 0.0745855 internal_weight=0 2174.26 1017.15 849.877 198.802 1324.38 818.349 internal_count=90178 76664 13514 21515 5299 55149 8215 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=2745.74 680.216 219.995 79.5057 threshold=14.89098124964333 14.889955778994116 14.572237689267261 14.890626881336633 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.094094294031597706 -0.092991400246846989 0.092073887317011133 0.015267774873193141 -0.016159692200991612 leaf_weight=206.76231570355594 2254.3729662746191 1853.9632363170385 1603.356509597972 70.161039210855961 leaf_count=2506 58207 15265 13845 355 internal_value=0 0.0467411 0.00273075 0.0881209 internal_weight=0 3734.24 1810.12 1924.12 internal_count=90178 31971 16351 15620 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=8 num_cat=0 split_feature=9 2 8 8 9 8 7 split_gain=1073.61 452.87 445.588 136.442 35.7384 54.3111 2.74453 threshold=8.7445086335579791 13.796726205957029 14.915702871152954 14.892420099699093 8.1013735160171425 14.913185407320695 9.7461834386484885 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.089741887810177293 -0.050266410464246958 -0.094555429941770408 0.03064610436982583 0.093162173321056307 -0.092409959663845076 -0.017298585703796256 -0.056297352073183871 leaf_weight=969.85830677254125 70.792728344909847 397.15368159674108 992.7373737776652 931.29878972098231 181.27683715568855 205.23021027632058 31.631626597605646 leaf_count=45020 1796 14026 7159 8241 8535 4600 801 internal_value=0 0.0317816 -0.0051718 0.0829897 -0.0787442 -0.0526744 -0.0887428 internal_weight=0 2391.98 1389.89 1002.09 1388 386.507 1001.49 internal_count=90178 31222 21185 10037 58956 13135 45821 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=8 num_cat=0 split_feature=8 8 5 9 2 0 5 split_gain=984.834 451.591 215.953 189.904 84.945 50.4814 28.2779 threshold=14.902767949361744 14.929356617910441 11.962645906832899 7.8816457753511378 12.970039582877137 11.704030182295325 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.10561681048961376 0.057959942861119933 -0.057485986720498719 0.038345591608727317 0.012449404947076843 -0.085719990867413096 0.028409138348383219 -0.017661670671693178 leaf_weight=21.758745783939958 2061.5992880314589 898.87541323527694 317.54178579896688 1651.8384947339073 1239.7078645471483 39.557727498933673 101.03932703100145 leaf_count=202 10510 15985 3882 16825 40032 431 2311 internal_value=0 0.0204041 -0.0324585 0.0377244 -0.074551 -0.0821714 0.00485889 internal_weight=0 4929.85 1216.42 3713.44 1402.06 1279.27 122.798 internal_count=90178 47202 19867 27335 42976 40463 2513 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=8 num_cat=0 split_feature=8 6 8 10 8 10 0 split_gain=867.979 279.523 193.799 101.649 5.18461 13.5622 2.16366 threshold=14.918661398272731 9.2440753006228729 14.934267983690573 9.5907743509547654 14.917062066687118 8.0582858367092154 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.090005590912673933 0.021938161620295753 0.0071305715895222102 0.089837769714711399 -0.052001653734126109 0.087011115323202631 -0.071991875665962143 -0.012761067538384189 leaf_weight=835.52686900924891 4280.1159628387541 521.45899177249521 465.34246929734945 655.33064787834883 5.0850147139281026 55.43641743157059 4.0014308271929613 leaf_count=50914 21794 3017 1958 9783 133 2352 227 internal_value=0 0.017796 0.028614 -0.0258152 -0.0875528 -0.0574353 -0.089653 internal_weight=0 5922.25 4745.46 1176.79 900.05 60.5214 839.528 internal_count=90178 36552 23752 12800 53626 2485 51141 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 2 1 split_gain=1233.35 268.309 296.459 196.584 29.3571 16.9536 8.38674 threshold=14.919550842712399 8.9880901250873055 8.7145808716625783 9.423934991684586 14.912049036752725 14.359518479786596 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0094160791052222623 0.0051407430104892897 -0.051716116479130873 0.062150020432423125 0.015013587960241499 -0.083376672426421772 -0.034551830984155173 -0.090538925518986388 leaf_weight=13.151411151513456 1492.6190263032913 617.25536499731243 2345.3861547447741 1543.0533089395612 117.67429366242141 184.20377567689866 1036.2989014689811 leaf_count=262 8810 3310 10074 12938 5029 3846 45909 internal_value=0 0.0241218 0.0399859 -0.0040679 -0.0815948 -0.0537966 -0.0895322 internal_weight=0 5998.31 3838.01 2160.31 1351.33 301.878 1049.45 internal_count=90178 35132 18884 16248 55046 8875 46171 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=8 num_cat=0 split_feature=5 9 9 5 5 7 3 split_gain=709.435 686.641 186.145 199.127 134.743 117.511 9.94953 threshold=11.087467241554492 8.1597086361600848 9.6338923815969206 12.507091176668071 9.8114929568947904 7.2236374582746814 10.009147733955169 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.022930196579994306 -0.089371738884905072 0.02471140742489096 0.043030812851793568 -0.083166760534340009 -0.082751340935015405 0.085875727725054085 -0.059258039231238846 leaf_weight=159.2774978755042 890.26560576818883 460.11045744549483 288.90666800923645 218.88020720006898 491.65821586223319 996.04514674562961 134.69593465421349 leaf_count=2388 38598 4343 2733 10767 20981 8155 2213 internal_value=0 0.0284256 -0.0609662 -0.0114229 -0.0568966 0.0665795 -0.0854759 internal_weight=0 2107.09 1532.75 507.787 650.936 1456.16 1024.96 internal_count=90178 35867 54311 13500 23369 12498 40811 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=8 num_cat=0 split_feature=8 9 3 5 3 8 8 split_gain=534.468 131.688 160.022 105.933 3.73202 9.6984 0.109571 threshold=14.911370549600658 7.6529449269498793 8.5301361689462389 10.89230249869629 7.555671347408925 14.918440503101598 14.914060284370994 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0096342619482810907 0.062578272190580445 -0.078013452116349066 0.063399913921352399 0.0042410381378621262 -0.069826831991258595 -0.075694554033878148 -0.089698698626456019 leaf_weight=1330.9720708820969 5.4315870031714466 190.99443021742627 947.27900958061218 848.13703638315201 22.855200824327767 26.251678644679487 506.30332129611634 leaf_count=8662 172 9771 5234 22149 1730 1991 40469 internal_value=0 0.0185562 0.0320076 -0.010938 -0.0869115 -0.0508005 -0.0889737 internal_weight=0 3317.38 2278.25 1039.13 560.842 31.6833 529.159 internal_count=90178 45816 13896 31920 44362 2163 42199 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=8 num_cat=0 split_feature=1 2 1 2 1 10 2 split_gain=195.311 161.474 88.1192 55.4637 48.3817 25.5511 17.0689 threshold=7.6952505416976464 14.348851288048683 10.247081588430721 13.652160250779874 7.2142317139668188 6.4024571332175748 13.62099497007585 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.068333332835059685 -0.07464983967949107 0.011757791102897179 -0.065694877609972988 0.1002787490779022 0.041797347215677266 -0.043341520696981425 -0.039685023983113417 leaf_weight=26.245227001607418 207.56720122788101 1968.9837055816315 157.73433150490746 213.02383266249672 425.99190275464207 81.933822403661907 441.36606605118141 leaf_count=186 12850 48577 10939 1264 2665 880 12817 internal_value=0 -0.00734345 0.00598511 0.0502228 0.0614191 -0.0158705 -0.0509665 internal_weight=0 2775.65 2126.72 747.195 639.016 108.179 648.933 internal_count=90178 85183 59516 4995 3929 1066 25667 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=8 num_cat=0 split_feature=8 8 5 2 3 10 3 split_gain=517.22 193.195 204.473 133.958 23.2097 10.1392 2.60062 threshold=14.912049036752725 14.820894537509451 9.9384965954451534 8.0459400115095168 6.2423815403969032 9.1825201540576114 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.18468959162010962 -0.079393944003164477 0.12160270507307575 0.023047143679362961 -0.087192296200308272 -0.040241467884353406 0.089360893912231953 -0.087791224701349285 leaf_weight=18.918045945465565 4.2688913387246421 233.26204367307946 2086.192970811855 206.91086479183286 14.251327435020356 10.458897751756011 512.75479586655274 leaf_count=115 133 1822 36163 8071 604 130 43140 internal_value=0 0.0244046 0.0330068 -0.0637025 -0.0831185 0.0385089 -0.086584 internal_weight=0 2545.28 2319.46 225.829 541.734 14.7278 527.006 internal_count=90178 46171 37985 8186 44007 263 43744 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=2346.26 607.355 232.184 74.6849 threshold=14.89098124964333 14.889955778994116 14.601153418519075 14.890626881336633 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.066969487730792657 -0.092581517169412736 0.088646757557563988 -0.018475590005542487 -0.017305427028602067 leaf_weight=413.13703355751932 2030.7305915830657 1668.2118262462318 1369.3048254381865 68.979742046445608 leaf_count=3571 58207 15265 12780 355 internal_value=0 0.0423721 0.00135544 0.0844321 internal_weight=0 3519.63 1782.44 1737.19 internal_count=90178 31971 16351 15620 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=8 num_cat=0 split_feature=6 2 8 3 2 8 2 split_gain=938.824 301.45 349.266 118.297 102.182 52.0358 9.67548 threshold=9.8217001767808494 13.652160250779874 14.914768755788808 9.2512595335508347 14.032379051975953 14.883632987558505 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.039091587122028593 -0.067763623000534609 -0.095108326733549395 0.03836272702430326 0.027711755154608345 -0.055664118733339575 0.094234220211708783 -0.086995404625737946 leaf_weight=46.570722719654441 19.712826849892735 254.61125554982573 840.54591004736722 207.44259505020455 499.21681716758758 721.1988967070356 944.76783667877316 leaf_count=997 541 8832 6872 2403 12400 7473 50660 internal_value=0 0.0406221 0.00727381 -0.0625103 -0.0311842 0.0898386 -0.0847867 internal_weight=0 1836.07 1095.16 1698 706.659 740.912 991.339 internal_count=90178 23718 15704 66460 14803 8014 51657 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=8 num_cat=0 split_feature=8 8 5 9 2 9 1 split_gain=838.796 356.08 190.834 151.327 83.703 38.0914 23.8372 threshold=14.902767949361744 14.929356617910441 12.507091176668071 7.7407608389759348 12.970039582877137 11.917632123364987 6.7811729855112457 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.097810648985545284 0.054243065029793917 -0.046735553747381704 0.065536970168832295 0.013412663459989232 -0.083574724725305305 0.038273239443706843 -0.014665381291079522 leaf_weight=22.309397485107183 1826.2670560739934 987.44166983477771 177.87329465150833 1805.4839259507135 1132.5318958954886 25.71076344884932 97.422871982678771 leaf_count=141 9587 17883 1984 17748 40215 248 2372 internal_value=0 0.0185228 -0.0295568 0.033954 -0.0726174 -0.0808393 0.00692854 internal_weight=0 4797.07 1165.31 3631.75 1277.97 1158.24 119.732 internal_count=90178 47202 19867 27335 42976 40463 2513 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=8 num_cat=0 split_feature=8 10 0 0 8 1 0 split_gain=761.196 243.231 263.894 197.992 5.71804 12.3954 2.21274 threshold=14.918661398272731 8.5923163276990895 8.4743161283059258 7.8812646291224651 14.917062066687118 7.9129872446412799 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.089780366517041688 0.0042917721311513772 -0.04426946072477729 0.016727514967024484 0.072363194715621235 0.09377582548588205 -0.06833792245005757 -0.011131694245975219 leaf_weight=746.75299203256145 683.62114076316357 917.47583618760109 3112.9754137434065 1139.1088536307216 4.318058378994464 51.247136420104653 3.8991217114962629 leaf_count=50914 2808 5335 23104 5305 101 2384 227 internal_value=0 0.0165469 0.00283487 0.0468491 -0.0870395 -0.0543047 -0.0893872 internal_weight=0 5853.18 4030.45 1822.73 806.217 55.5652 750.652 internal_count=90178 36552 28439 8113 53626 2485 51141 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=8 num_cat=0 split_feature=8 0 2 10 8 2 1 split_gain=1065.97 270.005 329.172 324.32 21.9714 14.7614 8.4659 threshold=14.91888241682727 7.844908726284209 14.313389505619282 7.8993213645752016 14.912049036752725 15.063417264405386 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0081241739319002516 -0.020874014057950828 -0.03644879701714137 0.026554381328399098 0.1311113887037024 -0.069047793431687779 -0.011373442968167788 -0.090210817917253369 leaf_weight=12.947019437327979 205.38122885674238 1024.7524120714515 4329.8097829213366 441.07887968607247 175.01970751117915 59.934873996302485 927.82873866567388 leaf_count=262 1349 9686 23172 1990 6329 1481 45909 internal_value=0 0.0218706 0.0144923 0.0828678 -0.0822198 -0.0544461 -0.089091 internal_weight=0 6001.02 5354.56 646.46 1175.73 234.955 940.776 internal_count=90178 36197 32858 3339 53981 7810 46171 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=8 num_cat=0 split_feature=5 0 3 5 2 8 0 split_gain=620.845 382.415 377.657 337.861 119.955 103.803 19.6597 threshold=10.683993628104142 9.9905076069232894 8.6701089835608247 11.864114228189766 14.832674882422973 14.572237689267261 9.6989848020240803 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.0569948989631529 -0.090231102813183389 0.05648781777650539 0.019234290835480602 -0.068107868410570108 0.092790723866315677 -0.07731493931747857 -0.054711708505987139 leaf_weight=72.022463969886303 920.19281067326665 513.671135855373 315.83175437152386 376.10177913727239 747.85962904989719 273.46795176295564 194.72481120377779 leaf_count=325 43709 4219 3154 14762 7445 11453 5111 internal_value=0 -0.0450915 0.0415001 0.00380462 0.0709889 -0.0492324 -0.0840821 internal_weight=0 2004.69 1409.18 889.773 1063.69 345.49 1114.92 internal_count=90178 67801 22377 18981 10599 11778 48820 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=8 num_cat=0 split_feature=9 3 2 6 5 9 4 split_gain=139.198 89.3568 86.2485 35.9383 21.0268 24.0073 10.0085 threshold=8.3475872508793731 9.0995930011054131 14.963353864873261 7.561562451692434 11.665408354556964 9.6338923815969206 19.992260924989491 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.014622261493277687 -0.077158457781028866 -0.019556723463758332 -0.024020709373382645 0.056502589895985882 -0.010014640262413388 -0.067348474773065575 0.073139460377368667 leaf_weight=1905.2943731057458 176.39371933438815 70.698239395394921 827.65578661393374 486.26609813887626 203.19416157715023 113.39431680226699 3.7953492873348287 leaf_count=29573 15655 1143 14180 6605 10507 12268 247 internal_value=0 0.0103616 0.00291499 0.0468303 -0.046378 -0.0306976 -0.0736065 internal_weight=0 3289.91 2732.95 556.964 496.778 316.588 180.189 internal_count=90178 51501 43753 7748 38677 22775 15902 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=6 num_cat=0 split_feature=8 3 2 5 8 split_gain=398.667 116.379 124.688 95.3495 0.40083 threshold=14.909654479947964 9.0781409062988576 14.963353864873261 11.542277916954374 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.011545995086765163 -0.06382709934354204 -0.063021041603544437 0.059970875370371969 0.014155660006758317 -0.089486538563983059 leaf_weight=1617.6680204584263 17.835634613642469 288.05659438436851 791.5582989747636 358.12741443328559 383.63504053838551 leaf_count=14543 2130 11777 9745 9041 42942 internal_value=0 0.0173689 0.0274744 -0.0202925 -0.088508 internal_weight=0 3055.41 2409.23 646.184 401.471 internal_count=90178 45106 24288 20818 45072 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=8 num_cat=0 split_feature=8 1 2 8 3 1 3 split_gain=455.292 167.046 396.096 136.468 18.7192 9.25441 2.87359 threshold=14.913185407320695 9.2151832224055941 13.421484039872562 14.820894537509451 6.2423815403969032 10.53326076001043 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.092373726480209375 -0.050823325187099866 -0.054523632212758924 -0.048590395133770524 0.052370358727830503 -0.037423103208962014 0.1005537483729156 -0.088217475246537863 leaf_weight=275.1809571441263 7.0204564377199841 129.73220454901457 715.45363149326295 1403.1169372377917 13.501899847760795 7.2631236547604203 453.83114133402705 leaf_count=1428 199 5527 19866 20060 603 62 42433 internal_value=0 0.0226206 -0.00937936 0.0432938 -0.0833861 0.0276939 -0.086833 internal_weight=0 2523.48 990.635 1532.85 481.617 14.2836 467.333 internal_count=90178 46881 21294 25587 43297 261 43036 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=5 num_cat=0 split_feature=8 8 8 2 split_gain=2037.05 555.679 215.278 84.8418 threshold=14.89098124964333 14.889502581986347 14.601153418519075 13.846138900727842 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.057383331975655587 -0.092224818423638832 0.0014693398626218197 -0.0257738213275794 0.083880581784327279 leaf_weight=421.81811867468059 1833.4296346628107 135.35849582403898 1179.5375163443387 1624.7219736203551 leaf_count=3571 58207 700 11715 15985 internal_value=0 0.0387822 -0.00384699 0.0775472 internal_weight=0 3361.44 1601.36 1760.08 internal_count=90178 31971 15286 16685 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=8 num_cat=0 split_feature=7 2 8 3 7 4 2 split_gain=869.943 287.965 361.31 83.3878 73.7476 67.0465 4.07394 threshold=8.0872203764344253 13.714806311791465 14.915702871152954 9.350372350165296 6.2519643870599406 19.134515712166827 12.781319915869604 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.057776623694433739 0.091800655413006901 -0.091441547313854177 0.037647422636357897 -0.081296230581231449 -0.007512662954538939 -0.051633133157675128 -0.087830298139320959 leaf_weight=55.937909528613091 698.88921254966408 289.62789195869118 852.79298512358218 223.45874258270487 342.25030806986615 33.568232631310821 829.1579176816158 leaf_count=1372 8255 11971 8182 4111 6563 476 49248 internal_value=0 0.0362673 0.00486928 -0.0668334 -0.0367497 0.0851657 -0.0859983 internal_weight=0 1874.88 1142.42 1450.8 565.709 732.457 885.096 internal_count=90178 28884 20153 61294 10674 8731 50620 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=8 num_cat=0 split_feature=8 8 5 2 2 0 5 split_gain=716.247 353.732 177.019 159.326 93.0031 39.5552 29.3149 threshold=14.907335691510722 14.921341461570551 11.519480960160774 12.781319915869604 13.62099497007585 13.365415874404215 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.099858999650703245 -0.047392870244645377 -0.023862338241633654 0.025571506064134678 0.065551732454021919 -0.079274084462297112 0.10749360315867672 -0.01709522273237293 leaf_weight=23.441343865357339 135.86575313098729 1676.4548301305622 1273.976026467979 1460.0663473997265 1094.0129000134766 10.633451657369731 173.08024098724127 leaf_count=232 4261 18418 13874 9229 39567 66 4531 internal_value=0 0.0180025 -0.00251571 0.0559128 -0.0661135 -0.0773806 -0.00270984 internal_weight=0 4546.36 2950.43 1595.93 1301.17 1104.65 196.522 internal_count=90178 45782 32292 13490 44396 39633 4763 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=8 num_cat=0 split_feature=8 10 9 0 8 10 0 split_gain=671.47 212.951 254.237 127.158 6.24191 11.5308 2.27141 threshold=14.918661398272731 8.389935938089641 6.9453529316297429 7.7372540698138659 14.917062066687118 8.0582858367092154 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.089568362819902755 0.0076151145490861057 -0.058969934081908752 0.013980588673518955 0.073347251257225993 0.076490361185030276 -0.067676673634215881 -0.0092723793104264422 leaf_weight=669.82440044358373 446.63925353810191 542.69085873290896 3937.0701062018052 863.25885105878115 5.4525232817977658 45.862941621337086 3.7872397731989613 leaf_count=50914 1820 3074 27593 4065 133 2352 227 internal_value=0 0.0155069 0.00513197 0.0509573 -0.0865197 -0.0511889 -0.0891313 internal_weight=0 5789.66 4479.76 1309.9 724.927 51.3155 673.612 internal_count=90178 36552 30667 5885 53626 2485 51141 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 2 1 split_gain=918.868 229.919 287.539 283.348 23.657 14.0212 8.90683 threshold=14.91888241682727 8.0428628054091664 8.8058158888118907 7.9283903791433756 14.912049036752725 15.063417264405386 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0039496702635373913 -0.026925932465715716 -0.037538903842236522 0.022839048515851362 0.092353180581538297 -0.066534421711907418 -0.0091300269518896117 -0.089900294982634285 leaf_weight=12.328721925616263 266.10922078415751 986.58399706892669 3917.4525240976363 786.03688034974039 159.53558903327212 58.374437109567225 833.79836237989366 leaf_count=262 1783 6547 24266 3601 6329 1481 45909 internal_value=0 0.0197936 0.0106872 0.0621881 -0.081053 -0.0512687 -0.0886541 internal_weight=0 5956.18 4904.04 1052.15 1064.04 217.91 846.127 internal_count=90178 36197 30813 5384 53981 7810 46171 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=8 num_cat=0 split_feature=5 9 2 0 5 8 8 split_gain=534.061 508.112 191.373 167.885 178.21 160.909 13.9947 threshold=11.087467241554492 8.2319045587089175 14.75797151543375 10.235004614711231 12.378564886830366 14.828882741269299 14.467275927306209 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.02272498855178727 -0.010515854826583917 -0.0045571976118884252 0.083885675845277521 0.041042320939713668 -0.079140106346864192 -0.08714592705587787 -0.087622431044197327 leaf_weight=199.04297251999378 24.548979198560119 330.33150060521439 941.19112346321344 279.26114188320935 219.44963393965736 400.39988930476829 803.28034609067254 leaf_count=1464 199 2807 9318 2765 11206 22278 40141 internal_value=0 0.0251564 0.0609234 -0.0577651 -0.0118946 -0.0506866 -0.0853513 internal_weight=0 1870.97 1271.52 1326.54 498.711 599.443 827.829 internal_count=90178 35867 12125 54311 13971 23742 40340 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=8 num_cat=0 split_feature=8 9 3 5 3 8 8 split_gain=451.431 97.4227 118.348 86.355 4.02129 9.32222 0.252801 threshold=14.911370549600658 7.6529449269498793 8.3534633095399098 10.89230249869629 7.555671347408925 14.923390718400364 14.914060284370994 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0029503060170101188 0.040167145659703946 -0.075383893767568544 0.048989022343078739 0.0033867156912418825 -0.066671436192652145 -0.081423457208259775 -0.089523028535939977 leaf_weight=1037.8160383729264 8.0743271005339938 166.4476044178009 1207.959343389608 823.80967424623668 19.80127431708388 21.368111558957025 444.46031630830839 leaf_count=6987 377 9771 6909 22149 1730 1786 40469 internal_value=0 0.0162065 0.0277244 -0.00991615 -0.0863599 -0.0478542 -0.0886938 internal_weight=0 3236.03 2245.78 990.257 493.704 29.4424 464.262 internal_count=90178 45816 13896 31920 44362 2163 42199 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=8 num_cat=0 split_feature=1 5 1 5 3 1 3 split_gain=145.74 94.995 102.177 39.1404 34.5559 30.0779 6.45284 threshold=7.6196535477502811 10.020714679806042 10.027556442901199 9.6383445967260339 7.4644649240909082 7.2142317139668188 10.541371366669798 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.054119109132750011 -0.083363113541146283 0.0060440100061173174 -0.057427295978478371 0.087809135849693742 -0.070271539452741824 0.039112773459021012 0.071342195353221088 leaf_weight=40.077757888007909 154.06611361517571 2333.8911122998688 283.53534138854593 208.20035534817725 47.998633361887187 330.49413611041382 2.0258592560421667 leaf_count=379 4861 57180 23638 1268 501 2137 214 internal_value=0 -0.00538433 -0.000850889 0.0479717 -0.0136974 0.0580613 -0.0809139 internal_weight=0 2773.52 2617.43 626.771 88.0764 538.694 156.092 internal_count=90178 85893 80818 4285 880 3405 5075 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=8 num_cat=0 split_feature=8 8 5 2 6 1 3 split_gain=400.021 150.842 166.819 138.782 20.2868 7.08131 6.02232 threshold=14.913185407320695 14.859092336325736 9.7344039746380364 11.682578314229954 4.3397287074235171 10.55753310475871 7.0970597227589947 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.11057112285446785 -0.052901407127723503 0.12921096305454113 0.022623142469259741 -0.074810101301107643 -0.030452104008332564 0.11135762171478646 -0.088581688193432429 leaf_weight=47.152308534830809 3.3204763855319452 157.45848852954805 2015.9647099459544 251.6004673843272 20.037810931913555 6.411404786631465 405.32889732043259 leaf_count=274 126 984 35581 10042 800 45 42326 internal_value=0 0.0212406 0.030401 -0.04528 -0.0826354 0.055606 -0.0859212 internal_weight=0 2472.18 2173.42 298.753 435.099 9.73188 425.367 internal_count=90178 46881 36565 10316 43297 171 43126 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=1777.85 505.596 219.526 72.4099 threshold=14.89098124964333 14.889955778994116 14.572237689267261 14.890626881336633 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.098088665112467582 -0.091876538332470836 0.083779536437208327 0.012211679368146718 -0.022998694794773809 leaf_weight=203.50173864141107 1653.7908325744793 1401.1895472109318 1532.5689470646903 66.121202386915684 leaf_count=2506 58207 15265 13845 355 internal_value=0 0.0357633 -0.000766722 0.0789554 internal_weight=0 3203.38 1736.07 1467.31 internal_count=90178 31971 16351 15620 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=8 num_cat=0 split_feature=3 2 6 4 9 2 9 split_gain=751.537 297.064 125.027 91.1238 29.4152 51.5145 1.10968 threshold=9.4006067751509708 13.975184079304151 9.8669125743785298 19.134515712166827 8.2631480668290695 13.714806311791465 7.8564392594898633 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.089853707487691392 0.080988740867344977 -0.047557790084723543 0.019120638536311563 -0.069430327353269275 0.02027970789480785 -0.072457736535493533 -0.077053559009040304 leaf_weight=587.30183259071782 788.15788883389905 428.29723140178248 814.24889228120446 41.703854592517018 76.814473185688257 265.09684380330145 140.98085804888979 leaf_count=38069 9438 10299 9877 535 1464 11553 8943 internal_value=0 0.0270664 -0.00388273 0.0733551 -0.076087 -0.0516248 -0.0874849 internal_weight=0 2072.41 1242.55 829.862 1070.19 341.911 728.283 internal_count=90178 30149 20176 9973 60029 13017 47012 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=8 num_cat=0 split_feature=8 8 3 4 5 0 9 split_gain=616.054 251.241 213.56 117.963 63.5701 46.0877 12.9094 threshold=14.902767949361744 14.929694358852027 7.0970597227589947 18.665636714938604 8.5716343871812661 11.288039391255017 6.6705231022053164 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.13833900783063299 0.023589752716733754 0.11522958024263713 -0.041852610857570777 0.10115203233739699 -0.078042496026651462 0.0069283524318090447 -2.2662380510831022e-05 leaf_weight=15.328237332403662 3314.7373172873631 94.234196566045284 951.82523470558226 207.5599947059527 982.10658881999552 68.098668594844639 11.486897827126084 leaf_count=88 26780 582 18220 1620 41285 1379 224 internal_value=0 0.015409 -0.0276053 0.0281877 -0.0686321 -0.0725314 0.0811986 internal_weight=0 4568.36 1046.06 3522.3 1077.02 1050.21 26.8151 internal_count=90178 47202 18802 28400 42976 42664 312 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=8 num_cat=0 split_feature=8 10 8 8 8 1 3 split_gain=588.199 191.306 144.168 107.423 6.8967 10.7562 1.6958 threshold=14.918661398272731 9.5907743509547654 14.933247009824294 14.931175039351993 14.917062066687118 8.1277545823432664 13.024616908589378 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.089191083955247316 0.01636925940091671 -0.048037949690452442 0.065040272585095232 0.0080951400383669665 0.063975255735729084 -0.066753540108743306 -0.0018541039113604469 leaf_weight=601.56029316550121 3630.0050063580275 643.05427440721542 730.50651971995831 723.84622562304139 6.6047187773510805 40.318714850116521 2.2745004850439718 leaf_count=50982 19067 10184 3252 4049 163 2322 159 internal_value=0 0.0143047 0.024536 -0.0183283 -0.0859532 -0.0474018 -0.0888657 internal_weight=0 5727.41 4360.51 1366.9 650.758 46.9234 603.835 internal_count=90178 36552 22319 14233 53626 2485 51141 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 2 1 split_gain=791.755 224.087 215.777 174.719 17.2991 14.7304 8.99982 threshold=14.918222000918787 8.9106457154331711 9.0163343059688135 9.3115016994345652 14.912049036752725 15.063417264405386 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0025427727965305989 0.01406170253278595 -0.052852879636155869 0.064789348868885294 0.00949818311357533 -0.069946396598661961 -0.0024465452688640608 -0.089592003078856453 leaf_weight=12.128114296123384 2186.1935936007649 597.37673951080069 1360.0244649332017 1804.5326171806082 119.17887701885775 44.330114386975765 749.59845682047307 leaf_count=262 12446 3481 6137 15198 5503 1242 45909 internal_value=0 0.0175587 0.0335292 -0.00602464 -0.0818345 -0.0517721 -0.0882112 internal_weight=0 5948.13 3546.22 2401.91 925.236 163.509 761.727 internal_count=90178 37262 18583 18679 52916 6745 46171 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=8 num_cat=0 split_feature=5 9 9 5 0 8 9 split_gain=473.154 323.535 323.155 218.767 106.028 57.1313 13.3738 threshold=10.683993628104142 7.5045777102697881 9.1496190301800855 11.864114228189766 10.991102804295361 14.572237689267261 8.856342864875355 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.027633850003606315 -0.089045442147198006 0.069986085406164106 0.042372267021127827 -0.062867577602818123 -0.086445682567148116 -0.088614688669731823 -0.054163620323410572 leaf_weight=53.194543652236462 784.50459975446574 952.76043912116438 513.46908684680238 319.62668337440118 44.567644384689629 197.63789550773799 134.69627928221598 leaf_count=237 45314 10616 4486 14700 381 11143 3301 internal_value=0 0.0373901 -0.0431491 0.00196884 0.062916 -0.0639498 -0.0839984 internal_weight=0 1248.16 1752.3 833.096 997.328 250.832 919.201 internal_count=90178 22377 67801 19186 10997 11380 48615 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=8 num_cat=0 split_feature=0 7 3 5 0 0 5 split_gain=89.7425 87.6563 68.2435 41.8938 36.1368 33.1526 7.63252 threshold=8.9323512592157694 5.2195769018392228 8.7873144074596041 11.375235484518837 7.7126971480383348 9.9595101659987275 10.837931938820841 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.015096868227108035 -0.079608428571622716 0.0094106383375595955 0.048746130987136115 0.0014512473145195162 -0.03568627848033281 -0.04887333266495171 -0.043744048129534974 leaf_weight=201.12295467639342 106.15688583417796 1409.4620891395025 641.36797487549484 509.77885074331425 457.4924725163728 175.10961996275 146.36063149059191 leaf_count=2652 10809 20465 8088 18039 6806 16420 6899 internal_value=0 0.011539 0.02173 -0.0243419 -0.0201791 -0.011468 -0.0590758 internal_weight=0 2709.45 2050.83 937.406 658.615 684.888 252.518 internal_count=90178 38011 28553 52167 9458 34459 17708 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=8 num_cat=0 split_feature=0 2 10 3 5 2 3 split_gain=103.919 107.578 81.274 27.2498 23.5461 35.4015 14.3594 threshold=9.4459028361921202 14.766300679556759 7.327044472037362 8.7785296463034985 11.519480960160774 14.955222487572579 8.0106633387288735 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.048431064964199105 0.054202695958788072 0.04223514791207944 -0.016521685746668315 0.012059149024111676 -0.053689869150539374 0.0092454603952433281 -0.078612546123483618 leaf_weight=226.5575349542778 7.9697184234391889 915.31034608883783 1255.0582233283203 445.92298229248263 183.8435349536594 172.57073564757593 137.54263887647539 leaf_count=1592 369 14019 26751 11269 14151 9694 12333 internal_value=0 0.0120817 -0.00656363 0.032366 -0.0372311 -0.0232769 -0.0710179 internal_weight=0 2842.85 1481.62 1361.23 501.927 356.414 145.512 internal_count=90178 53631 28343 25288 36547 23845 12702 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=8 num_cat=0 split_feature=8 9 2 2 6 3 10 split_gain=355.144 147.216 198.996 145.731 19.0889 6.45764 5.58231 threshold=14.913185407320695 7.4454431753230574 13.370736507846329 14.824304510692821 4.3397287074235171 7.0970597227589947 9.1825201540576114 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.073826898325416335 -0.066089498655650253 0.050336344599712417 -0.057421533870437913 -0.014703982639455888 -0.026720361490698636 -0.088330455682938167 0.091465507646500799 leaf_weight=155.68435704708099 2.2507152068428677 1385.3292552300263 439.14539978280663 457.89867461193353 18.956046311650425 366.40049862721935 7.4724550573155284 leaf_count=830 106 13710 10681 21660 800 42326 65 internal_value=0 0.0202245 -0.0230037 0.0341797 -0.0818668 -0.0853768 0.0522326 internal_weight=0 2438.06 594.83 1843.23 395.08 385.357 9.72317 internal_count=90178 46881 11511 35370 43297 43126 171 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=1559.81 455.468 190.749 65.9536 threshold=14.89098124964333 14.889955778994116 14.572237689267261 14.890626881336633 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.095506781235217192 -0.091582936921759506 0.08115702691046206 0.010431440198452416 -0.021568278740322057 leaf_weight=190.36894430220127 1497.1452646409161 1289.7393934726715 1518.5944134956226 65.288374822586775 leaf_count=2506 58207 15265 13845 355 internal_value=0 0.0329193 -0.00141844 0.0761952 internal_weight=0 3063.99 1708.96 1355.03 internal_count=90178 31971 16351 15620 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=8 num_cat=0 split_feature=7 2 8 3 0 8 2 split_gain=688.348 222.113 330.095 77.0074 66.2864 53.3826 1.67138 threshold=8.0872203764344253 13.316620011614498 14.915702871152954 9.2512595335508347 10.51181225666193 14.877113625005363 12.781319915869604 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.063810279678174722 -0.099591135160902219 -0.087898892162035766 0.038005613301345428 -0.015154163282039425 -0.091003496915495044 0.089296008001507388 -0.087467377611526148 leaf_weight=45.111311725340784 14.585153846070169 272.52410397003405 871.48172444757074 412.09222299885005 159.22745979018509 556.11300213634968 651.951350572519 leaf_count=1309 311 12424 8735 10502 1979 7414 47504 internal_value=0 0.0334047 0.00796218 -0.0637284 -0.0364155 0.0843029 -0.08603 internal_weight=0 1714.7 1144.01 1268.38 571.32 570.698 697.063 internal_count=90178 28884 21159 61294 12481 7725 48813 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=8 num_cat=0 split_feature=8 8 3 7 2 0 2 split_gain=521.598 200.253 230.877 103.751 85.7328 44.0638 19.9931 threshold=14.902767949361744 14.922699194690908 7.7224334484176778 7.6298345507824719 13.052656313211147 11.704030182295325 9.2310226958755344 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.082263083865067241 0.054995398198459326 0.069413922101743727 -0.016590577903332859 0.0057456553937272233 -0.081724659111916176 0.027174378158863727 -0.010689169450326967 leaf_weight=31.436576494015753 1259.7418677061796 362.3921573869884 2211.9224134199321 647.77859929576516 839.48745485162362 38.421050856821239 80.094580244738609 leaf_count=522 7451 2567 27595 9589 39873 425 2156 internal_value=0 0.0137354 -0.00446128 0.0382824 -0.0664511 -0.0769333 0.0160089 internal_weight=0 4481.84 2574.31 1907.52 989.44 877.909 111.531 internal_count=90178 47202 30162 17040 42976 40298 2678 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=8 6 8 3 0 8 split_gain=517.299 225.742 183.008 84.0042 4.38959 1.57034 threshold=14.91799612024902 7.4136118912394009 14.93311344364446 8.5386154289371969 13.365415874404215 14.917062066687118 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.089137681881241534 0.029575177766009514 -0.011150390042081425 0.038295501037160201 0.07944468239966386 0.020569335242040937 -0.05678246617480262 leaf_weight=539.13007305376232 1083.6044858228415 3132.1757597019896 982.49101112410426 491.28043302241713 3.4069030899554482 22.343959407415241 leaf_count=50914 5140 25109 4998 2370 230 1417 internal_value=0 0.0129888 0.000662626 0.0451724 -0.0872636 -0.0879533 internal_weight=0 5689.55 4114.67 1574.88 564.881 561.474 internal_count=90178 37617 30107 7510 52561 52331 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=8 num_cat=0 split_feature=3 2 6 9 5 7 1 split_gain=256.945 190.901 141.894 125.223 35.7977 35.7503 3.56141 threshold=9.500943864598872 14.067724787576395 6.9457809234482992 6.3060718344180797 11.41730268742654 8.5558091456917342 11.77202577662645 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.055924973733724195 -0.08945422444239913 -0.02943214841208441 0.024350270410978436 -0.049358943726800567 -0.017868092358883099 -0.06735918193393034 0.002924293192297707 leaf_weight=133.35343324393034 182.53221153095365 548.98572832159698 4548.5348994815722 712.60702398349531 373.27500638226047 239.79175270604901 4.2066727676428846 leaf_count=1321 10301 5280 46256 9302 5268 12024 426 internal_value=0 0.0112518 0.0185534 -0.032716 -0.0490876 -0.037304 -0.0873687 internal_weight=0 5943.48 5097.52 845.96 799.806 613.067 186.739 internal_count=90178 62159 51536 10623 28019 17292 10727 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=8 num_cat=0 split_feature=5 9 3 5 0 8 9 split_gain=404.316 284.304 272.835 165.682 87.7892 55.1334 29.7561 threshold=10.729244079221766 7.5175315417914561 9.9174808637034921 12.33327017094909 11.036062721795156 14.572237689267261 9.0131896508151375 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.02552495689670083 -0.088377585226391858 0.063239299100436672 0.037539729615160881 -0.074982223345193763 -0.080380174234020885 -0.088228985519418601 -0.047569658677008658 leaf_weight=54.218391843140125 692.44901423575357 947.28274033544585 472.32631469983608 179.86514682159759 43.732732294127345 191.5828804387711 246.33288985257968 leaf_count=242 44863 11193 4523 11562 381 11981 5433 internal_value=0 0.0329541 -0.0432445 0.00644049 0.0568268 -0.0631356 -0.0777317 internal_weight=0 1236.82 1590.97 652.191 991.015 245.801 938.782 internal_count=90178 23797 66381 16085 11574 12223 50296 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=8 num_cat=0 split_feature=8 2 2 1 3 8 8 split_gain=388.166 81.9674 106.91 49.353 4.49591 7.05498 1.37768 threshold=14.911370549600658 14.963353864873261 13.585296496002817 8.3462133924879431 7.0970597227589947 14.923390718400364 14.914060284370994 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.036850405059365668 0.1019345642561344 -0.041912051397686008 0.034471761578641312 0.0054780463759877456 -0.054733625641741682 -0.066599001395209731 -0.088670008515946669 leaf_weight=236.81158870877698 2.5802270388230664 302.4847501325421 1817.1836156263016 795.85352406580932 18.448007784085348 7.2092221779748797 410.807750222506 leaf_count=5392 117 2268 17824 20332 1758 754 41733 internal_value=0 0.0144476 0.0262349 -0.00759954 -0.0858122 -0.0168477 -0.0873421 internal_weight=0 3152.33 2054 1098.34 439.045 9.78945 429.256 internal_count=90178 45816 23216 22600 44362 871 43491 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=8 2 8 8 8 4 split_gain=332.686 92.8861 107.967 101.343 0.650366 1.70384 threshold=14.909654479947964 14.39239497677625 14.891696904234349 14.863791496742204 14.913676627498663 17.209730388135196 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.04410339957351915 -0.074721877226197372 -0.0067909792228895306 0.041599587256145598 -0.034713068191964284 -0.089356749044142827 0.0065422667858738379 leaf_weight=223.2714517256245 11.627019019564612 673.6751465012785 1458.2827284676023 597.89348251349293 331.16304742300417 3.0510204327292731 leaf_count=2405 1540 25386 8263 9052 42942 590 internal_value=0 0.0153093 0.0263127 -0.0132556 -0.0882191 -0.0584902 internal_weight=0 2953.12 2131.96 821.165 345.841 14.678 internal_count=90178 45106 33649 11457 45072 2130 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=8 num_cat=0 split_feature=8 8 8 2 3 10 6 split_gain=315.287 134.853 152.313 105.658 18.5474 16.4668 2.74222 threshold=14.913185407320695 14.85291165514945 14.894913004998687 11.682578314229954 7.0970597227589947 9.6506706109647613 4.3397287074235171 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.090520046523076811 -0.069122265901191068 0.047440554737794439 -0.0084540759541924977 -0.077099838110324573 0.0078947183291193847 0.088013227817199405 -0.088074115986857757 leaf_weight=44.561335764825344 13.728851516731085 1374.6030427557416 754.74960870319046 217.09941293136217 2.8452329805586478 11.187685438897459 331.43996252841316 leaf_count=252 663 24495 12425 9709 107 201 42326 internal_value=0 0.0193055 0.027634 -0.0483179 -0.0810502 0.00210622 -0.0872362 internal_weight=0 2391.01 2129.35 261.661 359.202 24.9165 334.285 internal_count=90178 46881 36920 9961 43297 864 42433 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=6 num_cat=0 split_feature=8 8 8 7 8 split_gain=1377.54 407.929 186.942 62.8323 0.0650873 threshold=14.89098124964333 14.889955778994116 14.601153418519075 3.1412421616204909 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.057898315203253142 -0.065677281160625406 -0.094122970758355795 -0.020319714275914877 0.076504791238415956 -0.091496478417076185 leaf_weight=399.98793354909867 12.609109993092714 21.157108701765537 1282.9167748317122 1236.3567684125155 1343.2359842280857 leaf_count=3571 355 134 12780 15486 57852 internal_value=0 0.0304975 -0.00170574 0.0735615 -0.0913049 internal_weight=0 2940.42 1682.9 1257.51 1355.85 internal_count=90178 31971 16351 15620 58207 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=8 num_cat=0 split_feature=9 7 8 0 9 0 9 split_gain=585.422 250.392 182.382 62.559 26.9251 93.2432 0.0283712 threshold=8.616553044222595 7.1260300674374797 14.903695585838657 9.8143584667799448 7.9342042901822838 8.709272452008074 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.090412897661912975 0.0079206260724232688 -0.037141679773282699 0.052432023541515965 -0.090479144002225481 0.16775219969390903 -0.065514437154112024 -0.080077203104355968 leaf_weight=480.19595891865902 92.397656328743324 271.27052963781171 1382.0877071321011 212.6734435162507 17.285543097183108 284.513678641757 90.02910308050923 leaf_count=35526 2832 11659 14291 4570 555 14710 6035 internal_value=0 0.0223597 0.0377219 -0.060748 -0.0760958 -0.0516442 -0.0889241 internal_weight=0 1958.43 1653.36 305.071 872.024 301.799 570.225 internal_count=90178 33352 25950 7402 56826 15265 41561 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=8 num_cat=0 split_feature=8 8 3 2 2 3 8 split_gain=446.558 206.397 193.996 96.9772 95.887 38.6709 22.3584 threshold=14.907335691510722 14.920001845484427 7.7224334484176778 12.781319915869604 13.714806311791465 10.451594695892256 14.898387588216272 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0091621931838711552 -0.042095443268008723 0.064201166558169681 -0.0093965288594988431 0.059235634299424113 -0.080009300887800061 -0.0034720076629886666 0.086147043044764171 leaf_weight=157.57308900495991 103.22200687043369 411.44202833995223 2719.7709384532645 1034.2727338820696 783.76602187706158 72.179037063848227 28.140726256649941 leaf_count=4268 3686 2752 31670 7674 36413 2833 882 internal_value=0 0.0135492 0.000291633 0.0500114 -0.0594491 -0.0735667 0.0056638 internal_weight=0 4268.71 3131.21 1137.49 1041.66 855.945 185.714 internal_count=90178 45782 34422 11360 44396 39246 5150 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=8 6 8 3 3 8 split_gain=455.778 198.327 112.496 107.517 3.67501 1.76496 threshold=14.91799612024902 8.346656223500764 14.933716321298206 8.934597323333529 13.024616908589378 14.917062066687118 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.088719619599143873 0.019923620339473706 -0.021540551897742802 0.030715847342541264 0.069062864871841559 0.029768908972313199 -0.053628732367030744 leaf_weight=485.7190323183313 2733.5643265414983 1859.9134600255638 528.15230575576425 531.3295208895579 2.2450844424311063 20.429987441282719 leaf_count=50982 13561 18370 2922 2764 169 1410 internal_value=0 0.0119235 -0.00997534 0.0279392 -0.0868369 -0.0874118 internal_weight=0 5652.96 2388.07 3264.89 508.394 506.149 internal_count=90178 37617 21292 16325 52561 52392 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=8 num_cat=0 split_feature=8 8 2 5 8 1 9 split_gain=669.658 194.612 174.089 21.1425 10.0491 9.31705 4.83752 threshold=14.917301313055576 14.935131040730631 13.912018552077223 11.851262873496134 14.912049036752725 6.3193560299700344 7.6647941498657906 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.00073037651474993541 -0.03236663259006916 -0.081069517464722921 0.026147092818622455 -0.03238154358640967 -0.074085702641670859 -0.089289855878323721 -0.030893114826496655 leaf_weight=11.684671955183147 565.69272345723584 170.50437178649008 4958.3586661303416 190.54961368255317 56.386219835840166 659.26396358548664 51.705056271981448 leaf_count=262 7857 1458 28347 1020 2050 45909 3275 internal_value=0 0.0154983 0.0201502 -0.0555344 -0.0831051 -0.0877234 -0.0538973 internal_weight=0 5885.11 5524.05 361.054 779.04 670.949 108.091 internal_count=90178 38682 36204 2478 51496 46171 5325 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=8 num_cat=0 split_feature=2 5 5 9 9 9 9 split_gain=415.874 229.394 224.62 151.051 100.604 51.4967 44.4581 threshold=15.301331480341991 11.56485131247477 10.516113252451268 8.3635999221680457 7.0160445095304569 9.7663550590762966 9.0350808528228814 decision_type=2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.072876128050261738 -0.03360288512231837 -0.081143511808503599 -0.088090811839963479 0.080633977462612527 0.030759642159864389 0.0083965446429665296 -0.045216817327397907 leaf_weight=118.25147005915642 137.35197688429616 154.72617513267323 597.95473805302754 718.71470637386665 435.78860077820718 109.0285959513858 412.36033798451535 leaf_count=6089 6237 7520 39096 8509 6117 2213 14397 internal_value=0 0.03718 -0.0426155 0.0622874 0.00854871 -0.0442383 -0.0706538 internal_weight=0 1119.82 1564.36 856.067 554.04 263.755 1010.32 internal_count=90178 24479 65699 14746 12206 9733 53493 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=8 num_cat=0 split_feature=8 2 2 1 8 5 1 split_gain=343.686 68.8164 82.9517 35.525 2.92532 13.919 0.269315 threshold=14.911370549600658 15.161836301224202 12.970039582877137 8.2990989815814071 14.915402311525476 12.95998566824249 12.885231350976481 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.065243097542736814 -0.076417538751273273 -0.054756471567909908 0.025478655847029893 -0.0017721144740067295 -0.088153399851515754 0.1193578133387736 -0.031585266054825194 leaf_weight=104.47970271296799 27.360950311296623 161.31100033246912 2292.9102803701535 574.56866807327606 364.64662853372283 3.2567103357287115 2.2781386413844293 leaf_count=3660 2251 1282 24050 16824 40576 944 591 internal_value=0 0.0132906 0.0214994 -0.0134453 -0.0853002 -0.0524771 -0.087889 internal_weight=0 3133.27 2397.39 735.88 397.542 30.6177 366.925 internal_count=90178 45816 27710 18106 44362 3195 41167 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=8 num_cat=0 split_feature=0 2 10 6 10 4 2 split_gain=82.4797 78.5865 72.5484 31.8486 7.57396 9.2043 6.47171 threshold=9.857207100190875 14.963353864873261 7.3971582990704734 9.8669125743785298 9.7869519850933795 7.7417514024564502 14.359518479786596 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.042938667402898395 -0.074684299451030361 0.025206417561556383 -0.011463930002222473 0.085602250099230795 0.10805350077348451 -0.059682018228575107 0.00067207991278057109 leaf_weight=288.07291503949091 13.92944293504115 979.84250346245244 1611.5199220464565 95.154010940808803 2.4429035556968293 209.04907560627908 48.088637149659917 leaf_count=2041 593 22548 37039 2653 142 22388 2774 internal_value=0 0.00903388 -0.00319553 0.030627 -0.0482537 -0.0572451 -0.0171697 internal_weight=0 2974.59 1899.59 1075 273.51 211.492 62.0181 internal_count=90178 64281 39080 25201 25897 22530 3367 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=8 num_cat=0 split_feature=9 5 5 9 6 6 4 split_gain=147.27 115.029 109.232 79.9052 73.3094 50.3269 24.3187 threshold=7.8564392594898633 10.395995581017837 11.45752944071838 6.8108475665685404 8.5201326416029701 6.4381850486199843 18.997376887399181 decision_type=2 2 2 2 2 2 2 left_child=1 3 6 -1 -4 -3 -2 right_child=2 5 4 -5 -6 -7 -8 leaf_value=-0.017836000198593265 0.050109455721108864 0.052954256213868227 0.050549857629702523 0.087735302883363675 -0.009956454474634481 -0.055923552210916008 0.11683586560253821 leaf_weight=169.66686185123399 562.8313365066424 44.796636253595352 261.56719585240353 122.81688154977746 842.71012435597368 620.28096197382547 60.364425878040493 leaf_count=4468 18505 1387 5699 3145 25878 30431 665 internal_value=0 -0.0255592 0.0233126 0.0266424 0.00440828 -0.0485215 0.0567496 internal_weight=0 957.561 1727.47 292.484 1104.28 665.078 623.196 internal_count=90178 39431 50747 7613 31577 31818 19170 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=6 num_cat=0 split_feature=8 8 8 2 8 split_gain=1214.36 369.104 201.481 88.31 0.139249 threshold=14.89098124964333 14.888650765397751 14.601153418519075 14.032379051975953 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.050835186522932965 -0.063611141265034254 0.0012839544278116764 -0.032908100951764614 0.073289421541379698 -0.091248481205861515 leaf_weight=403.34286916442215 11.797314579132943 197.32816503383219 991.63861823547632 1245.3443870842457 1214.85914044315 leaf_count=3571 355 1189 11005 16206 57852 internal_value=0 0.0280018 -0.00867562 0.0634483 -0.0910347 internal_weight=0 2837.65 1394.98 1442.67 1226.66 internal_count=90178 31971 14576 17395 58207 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=3 7 8 4 9 8 split_gain=524.292 225.119 154.413 97.9602 14.4155 15.8376 threshold=9.2512595335508347 9.5608068175471317 14.903695585838657 18.57500803766936 8.1013735160171425 14.910527555780067 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.08815695221549387 -0.08516991893781159 0.068611957725091072 0.0084192691296886939 -0.02065274034088567 -0.089442937331496539 -0.040557637523834629 leaf_weight=485.38322229101323 229.38282923167571 797.15177059569396 750.23172150272876 144.85118161560968 108.12910580751486 177.59955583047122 leaf_count=42382 12700 11559 7913 1527 9352 4745 internal_value=0 0.0200007 -0.0135597 0.0548784 -0.0775567 -0.0593049 internal_weight=0 1921.62 979.615 942.003 771.112 285.729 internal_count=90178 33699 20613 13086 56479 14097 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=8 num_cat=0 split_feature=8 8 0 2 2 0 2 split_gain=381.741 161.633 183.309 86.6603 80.788 40.0049 17.144 threshold=14.90142061961137 14.929694358852027 9.9433993397020437 16.514936255442329 13.052656313211147 11.704030182295325 9.2310226958755344 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.079315846456369576 0.019320202178344452 -0.042038524184464875 0.080837222735144071 0.13939585467426535 -0.080634427041383641 0.023634230786525278 -0.0078854445150934732 leaf_weight=31.300133943092078 3281.7661650869995 847.89823903888464 140.72510994691402 60.259327941108495 682.60872188117355 38.468059856444597 74.149022717028856 leaf_count=476 28607 16614 2188 503 39253 422 2115 internal_value=0 0.0110196 -0.0244838 0.0215263 -0.0631041 -0.0750469 0.0185002 internal_weight=0 4330.65 988.623 3342.03 826.526 721.077 105.449 internal_count=90178 47912 18802 29110 42266 39675 2591 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=8 6 0 8 0 8 split_gain=402.442 168.956 134.697 72.5127 4.52273 2.02426 threshold=14.91799612024902 9.1414456694591717 9.010347760623441 14.930030112180424 13.365415874404215 14.917062066687118 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.088688347554131672 0.010055611074782167 -0.05712853249857705 0.050549866555570026 -0.0048225309334869841 0.024583857629792438 -0.05026417184255693 leaf_weight=435.74772119778208 3346.9627961358055 399.56785852322355 1087.9221301744692 783.97354689240456 3.2529778140597037 18.702449866104871 leaf_count=50914 17686 9409 5842 4680 230 1417 internal_value=0 0.0110405 0.0199984 -0.0225145 -0.0863744 -0.0872209 internal_weight=0 5618.43 4434.88 1183.54 457.703 454.45 internal_count=90178 37617 23528 14089 52561 52331 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=8 num_cat=0 split_feature=0 10 0 2 10 7 9 split_gain=234.381 204.718 232.656 107.218 83.5838 82.7721 8.27868 threshold=9.2850228322780879 9.3322120462446776 8.5307851046440035 14.571220060887315 9.5121305882254692 8.3871282401096909 8.3635999221680457 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.021401203952626714 -0.085989490872591917 -0.00040595794169005046 -0.031243202263207079 0.066423056600892399 -0.00049951612568099879 -0.055565970404769231 -0.054657541360086659 leaf_weight=2347.0412676832639 191.92515081260353 322.63424875237979 1305.6322660006117 936.97807036479935 905.74041394633241 389.73114091670141 166.10677829617634 leaf_count=23532 3123 3121 15944 6419 14024 19324 4691 internal_value=0 0.0145726 0.00258029 0.0493189 -0.0289437 -0.0170959 -0.0716459 internal_weight=0 4912.29 3652.67 1259.61 1653.5 1295.47 358.032 internal_count=90178 49016 39476 9540 41162 33348 7814 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=8 num_cat=0 split_feature=2 8 5 7 7 5 8 split_gain=356.074 319.945 194.17 137 78.6138 72.7486 66.8233 threshold=15.340065682354146 14.828882741269299 11.700696289573145 7.3685628569487784 7.9257272972350474 10.408931102912307 14.828882741269299 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -3 -1 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.066687349911811925 -0.00065457056808025953 -0.091076189984700157 0.071846354704269047 0.086888580432816095 -0.034949091527072609 -0.011590720544530945 -0.076887589232884967 leaf_weight=247.2320041116327 262.91393583989702 650.52155406726524 36.012435654178262 557.40246252366342 407.50960454693995 227.08100041560829 166.70145444804803 leaf_count=2313 7450 42726 241 7612 19605 2475 7756 internal_value=0 -0.0389377 0.0372168 0.0588641 -0.0695118 0.0292656 -0.0502418 internal_weight=0 1532.34 1023.03 820.316 1058.03 474.313 202.714 internal_count=90178 67119 23059 15062 62331 4788 7997 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=8 num_cat=0 split_feature=8 6 9 0 8 5 1 split_gain=302.411 61.9889 72.6306 39.415 3.16918 12.4521 0.308329 threshold=14.911370549600658 6.4943087271072146 7.4933371993087468 7.6870462158359087 14.915402311525476 12.95998566824249 12.885231350976481 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.010987342765936554 -0.075090945845209756 0.028417192258807924 -0.0040569174615818684 -0.073356289753087209 -0.087910188004581613 0.10600816435080299 -0.02927246580587245 leaf_weight=94.142559615895152 25.043210994685072 1755.4980331864208 1132.5873609054834 132.85486460640095 330.76637201721314 3.5453250334830946 2.1525396766373879 leaf_count=700 2251 10463 32976 1677 40576 944 591 internal_value=0 0.0117269 0.0156852 -0.0384817 -0.0847753 -0.0498087 -0.0876199 internal_weight=0 3115.08 2888.09 226.997 361.507 28.5885 332.919 internal_count=90178 45816 43439 2377 44362 3195 41167 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=8 2 3 8 8 4 split_gain=289.312 74.1683 66.7715 35.2153 0.399004 1.08188 threshold=14.910527555780067 13.652160250779874 9.0995930011054131 14.81036057168097 14.913676627498663 17.428286096666117 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.011485236603904875 -0.070843906743315144 0.026250993783442419 -0.013593855124211594 -0.069995446253768343 -0.089252822512638857 0.0064670546946640154 leaf_weight=82.495829466730356 9.0799040065612626 2161.4934782772325 521.45781265385449 146.31110047386028 294.47757090732921 2.0134168524527913 leaf_count=820 1384 22442 17531 4668 42942 391 internal_value=0 0.0138402 0.0185046 -0.0406956 -0.0882889 -0.0574376 internal_weight=0 2911.76 2682.95 228.807 305.571 11.0933 internal_count=90178 45461 39973 5488 44717 1775 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=8 num_cat=0 split_feature=8 8 8 2 6 1 2 split_gain=269.263 119.514 126.576 99.6955 16.6044 4.58493 2.21178 threshold=14.913185407320695 14.859092336325736 14.894551491458904 12.562335490553524 4.3397287074235171 10.55753310475871 12.970039582877137 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.064016571854000351 -0.048582865588423951 0.044989870033999055 -0.0065499798898710111 -0.078139284288123306 -0.054651931073210064 0.086576520722723593 -0.087049217727863254 leaf_weight=63.76249985024333 2.9335656692273897 1282.3034344371408 757.56159677007236 207.8262840823736 29.831556305056438 6.7664542645215988 281.14030084537808 leaf_count=422 126 23785 12780 9894 5424 45 37702 internal_value=0 0.0175551 0.0258553 -0.0446521 -0.0800934 0.0449802 -0.0841265 internal_weight=0 2311.45 2039.87 271.589 320.672 9.70002 310.972 internal_count=90178 46881 36565 10316 43297 171 43126 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=8 num_cat=0 split_feature=3 0 2 10 3 2 9 split_gain=167.414 99.2155 77.0044 38.3475 20.0869 18.8024 9.99161 threshold=9.6357271328473999 8.4856532054216007 13.370736507846329 8.691505069032214 10.344274622172561 14.841037134898501 11.799389559044503 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.013708603558974028 -0.064208735051861351 -0.060683408580346758 0.017749735184449399 -0.06014878124373501 -0.080822997912977868 -0.019956497892706086 -0.03138925475229884 leaf_weight=673.90052916621789 160.22994640562683 132.12867445126176 2101.8883995837532 240.98533855844289 242.74999408633448 240.86901695700362 51.242390815168619 leaf_count=16312 3747 2024 39028 7280 11933 7258 2596 internal_value=0 0.00172702 0.0130858 -0.0259935 -0.0524639 -0.03775 -0.0723424 internal_weight=0 3148.9 2234.02 914.886 695.091 401.099 293.992 internal_count=90178 64644 41052 23592 25534 11005 14529 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=8 num_cat=0 split_feature=9 2 8 6 9 0 9 split_gain=452.185 247.225 272.203 72.5079 24.675 83.2755 0.19364 threshold=8.557989312871765 13.370736507846329 14.915702871152954 7.7076743575168489 7.9342042901822838 8.8767176185970644 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.09009749322080271 -0.076861443258443962 -0.087582899420040203 0.020019518847852871 0.080980358751272088 0.10501199044393526 -0.070609895169208001 -0.077841537335927996 leaf_weight=398.05615824577399 29.971722025889903 309.78017113963142 964.45290807168931 546.95960319694132 29.939025357598439 215.91183801670559 76.198683759663254 leaf_count=35526 543 16872 8551 8451 1252 12948 6035 internal_value=0 0.0184121 -0.00618799 0.0726616 -0.0749271 -0.0488844 -0.0882963 internal_weight=0 1851.16 1274.23 576.931 720.106 245.851 474.255 internal_count=90178 34417 25423 8994 55761 14200 41561 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=8 num_cat=0 split_feature=8 4 4 2 0 4 8 split_gain=325.846 147.717 161.802 75.7413 38.1793 34.0732 14.5773 threshold=14.90142061961137 17.894639914780125 13.008493873151474 13.052656313211147 11.288039391255017 19.992260924989491 14.863791496742204 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.054770635765065093 0.047664165110469128 0.046645684249539326 -0.0062816010545186625 -0.080172266808270901 0.01205753395514049 0.10843464742749996 -0.019127455094552322 leaf_weight=52.2635378818959 675.37595322076231 348.4351525302045 3122.9603067818098 612.85054453718476 48.161789107136428 120.72178156487644 52.744045447558165 leaf_count=642 5834 4091 37156 38872 803 831 1949 internal_value=0 0.00986623 0.00332043 -0.0609264 -0.0734443 0.0627418 0.0178222 internal_weight=0 4267.49 3798.34 766.02 661.012 469.157 105.008 internal_count=90178 47912 42990 42266 39675 4922 2591 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=8 10 9 9 0 8 split_gain=354.915 152.658 224.303 88.4712 2.53456 1.62786 threshold=14.917755994349092 8.2124917739664038 6.8738587169600027 6.2148541591619981 13.365415874404215 14.917062066687118 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.088459269827408218 -0.013030064668280748 -0.056246876533958039 0.010761066775278477 0.063668672048454819 0.0010329412415250913 -0.045061017087679477 leaf_weight=393.07275284593925 190.17355974763632 567.68962739687413 4108.3587562981993 712.50874346494675 3.2527383575215927 12.09906991641037 leaf_count=50914 814 3235 30377 3546 229 1063 internal_value=0 0.00988779 0.00261577 0.0475135 -0.0865733 -0.0872775 internal_weight=0 5578.73 4676.05 902.682 408.425 405.172 internal_count=90178 37972 33612 4360 52206 51977 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=8 num_cat=0 split_feature=8 8 3 5 8 1 9 split_gain=567.279 154.657 150.271 26.0813 11.2724 9.29216 5.2713 threshold=14.917301313055576 14.934514569198791 9.500943864598872 11.231007813480359 14.912049036752725 6.3193560299700344 7.6647941498657906 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0012931985483428587 0.024243790850074776 -0.085197725942701835 -0.032750483959625411 -0.028211282634285156 -0.071800764395825362 -0.088951500353427373 -0.024623910271159333 leaf_weight=11.608489334583281 4805.7836840827949 101.62595374044031 511.00121703720652 379.24639532808214 50.370435020886362 581.79126704088412 46.858317715115845 leaf_count=262 25586 1192 9910 1994 2050 45909 3275 internal_value=0 0.0138473 0.0187609 -0.0404064 -0.081967 -0.0871869 -0.0495465 internal_weight=0 5797.66 5316.78 480.872 690.629 593.4 97.2288 internal_count=90178 38682 35496 3186 51496 46171 5325 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=8 num_cat=0 split_feature=2 5 5 3 0 9 0 split_gain=305.13 205.4 165.059 154.896 75.0902 71.0912 35.6937 threshold=15.180136115310486 11.436955713868089 10.477702060372833 8.998466852765171 10.562590858477153 7.0160445095304569 9.6989848020240803 decision_type=2 2 2 2 2 2 2 left_child=2 3 5 -2 -3 -1 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.068622927624739746 -0.041277787422809915 -0.079450732427698567 -0.087061249364115648 0.074560527805805923 0.01995740652112496 0.026630237674815066 -0.045102124702805599 leaf_weight=99.074792944127694 138.10941140749492 189.00015807827003 466.18717469880357 685.14017867809162 126.07344970968552 360.06898453272879 365.61152290785685 leaf_count=5568 6222 10566 35188 9793 2513 5212 15116 internal_value=0 0.0288393 -0.0421543 0.0551008 -0.0397363 0.00597189 -0.0686947 internal_weight=0 1138.32 1290.94 823.25 315.074 459.144 831.799 internal_count=90178 29094 61084 16015 13079 10780 50304 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=8 num_cat=0 split_feature=8 4 9 5 3 7 8 split_gain=268.191 60.9532 74.876 48.5296 5.96965 20.1596 0.671313 threshold=14.911370549600658 13.391639174623927 6.9602043955360182 12.885212458673779 7.555671347408925 6.8657440040401054 14.914060284370994 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.018666053054422541 -0.084567909570463146 0.047563917959663887 0.0075862429848326529 0.16213268965216468 -0.057240359031177128 0.13201299013922083 -0.088968898135681471 leaf_weight=705.11274715675972 15.782412878237666 639.3056073859334 1747.9436642017681 14.172138755209742 14.013265265966764 4.8108519762754431 294.22932984295767 leaf_count=8747 1650 3443 33384 242 1730 513 40469 internal_value=0 0.0106203 0.0183077 -0.0148836 -0.0842169 -0.0302013 -0.0877162 internal_weight=0 3106.53 2387.25 719.285 328.836 20.5933 308.243 internal_count=90178 45816 36827 8989 44362 2163 42199 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=8 1 2 2 8 4 split_gain=257.756 66.5093 95.1184 21.126 0.473092 1.00497 threshold=14.910527555780067 7.2142317139668188 14.18802104426452 13.652160250779874 14.913676627498663 17.396535930148474 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.0090714488833223608 -0.069288233218429959 -0.034929263678691945 0.016420148712850226 0.078947111517519541 -0.089160786268592238 0.0056219331545130004 leaf_weight=56.661787033081055 8.3296895110979658 429.11617957148701 2236.4546071891673 185.9717261614278 266.44896372104995 2.0398325426504007 leaf_count=297 1370 8628 35693 843 42942 405 internal_value=0 0.0127181 0.00814368 0.0627334 -0.0880982 -0.055354 internal_weight=0 2908.2 2665.57 242.634 276.818 10.3695 internal_count=90178 45461 44321 1140 44717 1775 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=8 num_cat=0 split_feature=8 1 2 7 3 8 6 split_gain=231.244 113.96 180.548 114.87 18.5768 15.3418 2.50004 threshold=14.913185407320695 8.8902650423914746 13.316620011614498 5.8562469959139589 7.0970597227589947 14.927853812706594 4.3397287074235171 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.065526443553801036 0.075756460592994707 0.083106944370971658 -0.050368006057391404 0.016245851423138977 0.0033100137277365573 -0.083072974738735705 -0.087492134206804212 leaf_weight=183.08450193144381 13.044821416027846 320.63344402355142 497.62946012732573 1281.6982712801546 2.9945273532066485 9.7322011741343868 266.75811939139385 leaf_count=1016 220 4819 14506 26540 107 644 42326 internal_value=0 0.0151118 -0.0191467 0.0296685 -0.0791779 0.00725196 -0.0864756 internal_weight=0 2283.05 680.714 1602.33 292.53 22.777 269.753 internal_count=90178 46881 15522 31359 43297 864 42433 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=1067.47 320.944 191.542 63.438 0.227884 threshold=14.89098124964333 14.889955778994116 14.572237689267261 14.890626881336633 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.098668694791279168 -0.061135569642699041 0.074710837904587143 0.010450557229008711 -0.029915797422046055 -0.091050992251459059 leaf_weight=180.38766999170184 10.881421888712792 1012.6861251778901 1420.831476315856 60.95090446062386 1081.1546247652732 leaf_count=2506 355 15265 13845 355 57852 internal_value=0 0.0264744 -0.00189634 0.0687488 -0.0908091 internal_weight=0 2674.86 1601.22 1073.64 1092.04 internal_count=90178 31971 16351 15620 58207 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=8 num_cat=0 split_feature=3 2 8 8 2 3 6 split_gain=416.324 218.192 247.936 81.8834 15.1417 34.1939 5.54344 threshold=9.2237323948137391 13.954027907077444 14.915702871152954 14.892420099699093 13.685330519301173 8.7785296463034985 12.453466041813241 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.074782478309228115 -0.045733418667237846 -0.090760588671104953 0.01721776648228757 0.07467139152819767 -0.084299897469091459 0.050515472617091696 -0.0070949862587841072 leaf_weight=80.723535627126694 61.782538176048547 280.33686046302319 870.1293288746383 590.36807943182066 533.86675046407618 28.897260867990553 9.6605195570737106 leaf_count=4218 1926 15529 8498 8456 50516 911 124 internal_value=0 0.01705 -0.00914955 0.0632121 -0.0760777 -0.0415945 -0.0829432 internal_weight=0 1802.62 1150.47 652.151 653.148 109.621 543.527 internal_count=90178 34409 24027 10382 55769 5129 50640 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=8 num_cat=0 split_feature=8 7 8 0 2 0 2 split_gain=283.859 131.355 133.107 78.7071 72.4227 29.3298 18.6483 threshold=14.900969179202596 2.8669616774619882 14.929905939056884 9.1222009477300254 13.507949299309066 13.365415874404215 9.8339854806601732 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.06923182463359849 0.052776807326754549 0.015182786311798119 -0.028493456402722245 0.20914855162172485 -0.077819893883491836 0.079859234245777344 -0.015101436905833852 leaf_weight=34.679573925677687 111.21771275997162 3189.7940426738933 892.09304293710738 44.91848852019757 564.24012981564738 11.281305531039832 98.009149042423815 leaf_count=520 761 29464 17794 248 38125 64 3202 internal_value=0 0.00908797 0.00563274 0.0988078 -0.0592648 -0.0745959 0.00729292 internal_weight=0 4238.02 4081.89 156.136 708.21 575.521 132.689 internal_count=90178 48267 47258 1009 41911 38189 3722 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=8 num_cat=0 split_feature=8 10 9 8 5 8 8 split_gain=321.356 133.787 144.107 139.501 2.32281 2.05337 1.85664 threshold=14.917755994349092 8.9748065130418535 6.9453529316297429 14.930133035486136 14.235101055907755 14.898934405764823 14.917062066687118 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.088507864633974018 0.00069585474906985745 -0.036929317824915271 0.046849067378151137 0.010176462266878641 -0.068375398742876584 0.033466001914929967 -0.041180418987334322 leaf_weight=355.14040198514704 1258.2976776137948 942.88181900070049 1462.2993245581165 1881.6989340633154 3.0878793972078702 2.9778032647445798 11.069614999229087 leaf_count=50265 6187 14231 7674 9880 249 702 990 internal_value=0 0.00968826 0.0255109 -0.00555556 -0.0861686 -0.0207183 -0.0871933 internal_weight=0 5545.18 2720.6 2824.58 372.276 6.06568 366.21 internal_count=90178 37972 13861 24111 52206 951 51255 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=8 num_cat=0 split_feature=8 0 2 10 10 3 8 split_gain=502.796 180.089 232.491 183.867 9.19151 21.4686 8.46151 threshold=14.916782610882285 7.844908726284209 14.58954693896502 7.8993213645752016 7.0247843423256073 8.3996522202330315 14.912049036752725 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.068017996353549534 -0.017163545229938806 -0.024096545575111507 0.021194542964792982 0.098652729614333579 -0.088980074186175831 0.17060459885841875 -0.05192680931773544 leaf_weight=15.275274015497418 198.57608987018466 1683.7877549948171 3462.276239962317 439.71569659933448 523.43264867085963 3.9121695607900611 75.564079490723088 leaf_count=610 1423 15345 20510 2114 45477 126 4573 internal_value=0 0.0125934 0.00637353 0.0626512 -0.0822191 -0.0133238 -0.0844001 internal_weight=0 5784.36 5146.06 638.292 618.184 19.1874 598.997 internal_count=90178 39392 35855 3537 50786 736 50050 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=8 num_cat=0 split_feature=3 5 2 5 8 9 9 split_gain=270.641 282.695 128.399 117.188 101.527 51.9826 16.9363 threshold=9.0077009019155181 11.12759711073242 14.39239497677625 9.9087963333462792 14.828882741269299 7.0160445095304569 8.8110966448353931 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.059371745453217488 -0.022972302115643477 0.034329072879423349 0.068064145484942148 -0.087359785219248254 -0.059172513408461108 0.063852267325772968 -0.044061586673299374 leaf_weight=51.916168620344251 194.62782720266841 151.89514537714422 750.51795628666878 469.63032136950642 484.63906253012829 96.194183869753033 115.91923332260922 leaf_count=2029 2083 1184 10962 42463 27280 1133 3044 internal_value=0 0.0146395 0.0493131 -0.0588047 -0.0368415 0.0205508 -0.0788779 internal_weight=0 1581.68 945.146 733.66 636.534 148.11 585.55 internal_count=90178 41509 13045 48669 28464 3162 45507 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=8 4 9 5 3 3 split_gain=238.919 55.2445 64.5202 55.0924 3.90527 0.597023 threshold=14.914060284370994 15.788320034641346 6.8894159018657755 12.885212458673779 6.7046708222886204 7.555671347408925 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0023831417718679082 0.011237942210657041 0.083351598330792254 0.016947935640221554 0.11478412073105174 -0.058526889723978293 -0.088837517419953896 leaf_weight=2021.026932517183 3.8484136770712203 175.2622981602326 866.71709948615171 39.943516633938998 14.663299616542643 266.37896203284618 leaf_count=27068 480 954 18609 960 1638 40469 internal_value=0 0.00943271 0.0281863 -5.77658e-05 -0.0861012 -0.0874692 internal_weight=0 3102.95 1041.98 2060.97 284.891 281.042 internal_count=90178 47591 19563 28028 42587 42107 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=8 2 8 8 8 5 split_gain=229.908 60.6604 83.0238 73.8156 0.553624 2.87464 threshold=14.910527555780067 14.651567852890247 14.891696904234349 14.849259031560523 14.913676627498663 12.481896272794172 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.041429313236990353 -0.079242341777515726 -0.008929993301224147 0.039110328349635862 -0.018172370869906102 -0.089072029718685011 0.038858700969955001 leaf_weight=264.45889535686001 7.6424617948941869 523.0347980610095 1149.0034359993879 955.71565718704369 241.14932197716553 2.0343397344695404 leaf_count=2879 1041 22600 6632 13350 42942 734 internal_value=0 0.0117203 0.0240864 -0.00523104 -0.0879006 -0.0531 internal_weight=0 2892.21 1672.04 1220.17 250.826 9.6768 internal_count=90178 45461 29232 16229 44717 1775 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=8 num_cat=0 split_feature=8 8 7 2 3 10 6 split_gain=205.428 106.182 135.558 71.5935 18.0618 13.8134 2.59067 threshold=14.913185407320695 14.81036057168097 4.2693660640857081 8.0459400115095168 7.0970597227589947 9.1825201540576114 4.3397287074235171 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.099449617934454296 -0.083007716674005722 0.097759005886387237 0.012160605870265422 -0.086193167177950544 0.0058914946840594104 0.07018242249105254 -0.087200856401760604 leaf_weight=23.246276125311852 8.9964726376347262 204.3841201486066 1869.876981823938 149.41452111280523 2.902623498812317 13.329680417198686 241.85601623181719 leaf_count=113 572 1874 37176 7718 107 292 42326 internal_value=0 0.014358 0.020638 -0.0607703 -0.0782527 0.00754121 -0.0860774 internal_weight=0 2246.92 2074.26 172.661 267.085 22.3262 244.759 internal_count=90178 46881 39050 7831 43297 864 42433 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=943.996 285.848 167.307 56.8181 0.294752 threshold=14.89098124964333 14.889955778994116 14.572237689267261 14.890626881336633 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.095727122640846429 -0.059275327705371042 0.071993970351932265 0.0090038075425937451 -0.027690788797124305 -0.090855048547795511 leaf_weight=170.01955071371049 10.304306749254463 940.52185639739037 1410.1601535463706 60.370994545519352 980.91264714021236 leaf_count=2506 355 15265 13845 355 57852 internal_value=0 0.024174 -0.00231814 0.0659596 -0.0905868 internal_weight=0 2581.07 1580.18 1000.89 991.217 internal_count=90178 31971 16351 15620 58207 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=8 num_cat=0 split_feature=6 2 8 9 0 8 9 split_gain=366.823 179.212 189.376 46.5237 105.507 37.634 0.834411 threshold=9.4451284588075488 13.62099497007585 14.915081707962008 7.9342042901822838 9.1222009477300254 14.877113625005363 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.089503322956514364 -0.091177494299716499 -0.085866607954400626 0.021443393517649238 0.063434801731889132 -0.059060180478447112 0.079064316664410647 -0.070465853599283243 leaf_weight=298.46839121240191 12.568844302091746 206.36475888593122 793.71485077496618 82.641905996249989 444.47188925812952 453.10143343033269 50.346060423646122 leaf_count=32923 430 12716 8934 3906 18268 8010 4991 internal_value=0 0.0231135 -0.000763501 -0.0586427 -0.0397714 0.0742838 -0.0869648 internal_weight=0 1465.75 1000.08 875.928 527.114 465.67 348.814 internal_count=90178 30090 21650 60088 22174 8440 37914 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=8 num_cat=0 split_feature=8 8 3 2 2 3 8 split_gain=243.951 114.488 146.673 84.353 60.3761 38.4298 17.9427 threshold=14.907335691510722 14.918440503101598 7.8586657796468371 13.771100716361515 12.168866103756347 10.451594695892256 14.898387588216272 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0042344480877217127 -0.057435169733480652 0.050089492855905554 -0.0077014706366260767 -0.075557733240765507 0.053544859899424729 0.0067043419687074501 0.079159187868984016 leaf_weight=147.72455813386478 52.091049020178616 520.8378660781309 2771.1712865671143 576.49673615652137 668.01856334507465 62.810704023577273 30.237430422566831 leaf_count=4501 2744 3788 33119 36167 6131 2820 908 internal_value=0 0.00935981 0.00145423 -0.0505501 0.0454483 -0.0674778 0.0102981 internal_weight=0 4012.12 3292.01 817.269 720.11 639.307 177.962 internal_count=90178 45782 36907 44396 8875 38987 5409 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=8 6 8 0 0 5 split_gain=285.996 150.091 102.809 72.8657 2.82173 1.81559 threshold=14.91752864592924 7.878707844948976 14.933716321298206 7.7372540698138659 13.365415874404215 14.784570124804917 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.08771583460550228 -0.0082366199481077925 -0.014190235194047596 0.030933977011248094 0.036814623262185035 0.0086367778465007896 0.004109878095459746 leaf_weight=328.32979417743627 442.90284484159201 2531.3319639447145 629.67317823320627 1887.1179522294551 2.9319532697554669 2.0793214319273821 leaf_count=51359 2021 23139 3411 9756 228 264 internal_value=0 0.00900013 -0.00519454 0.0282512 -0.0862617 -0.0871273 internal_weight=0 5491.03 3161.01 2330.02 333.341 330.409 internal_count=90178 38327 26550 11777 51851 51623 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=8 num_cat=0 split_feature=8 0 10 10 1 4 3 split_gain=442.269 155.191 171.52 163.078 10.3108 16.9937 8.94262 threshold=14.916782610882285 8.6001502126960201 9.2635099810756518 8.5923163276990895 6.7811729855112457 15.429601502824703 12.451253279435303 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.049229213324419319 0.0012088472059977829 -0.036636726978826147 0.012823839447651173 0.052419934209868638 -0.084561431170390708 0.20134523693819301 0.061553827375988704 leaf_weight=12.685450514312832 1103.031145228073 1030.7105367395561 2187.1703353440389 1424.5021371170878 544.28331960982177 2.3737710593268266 3.5523431862238786 leaf_count=428 7159 6433 18581 7219 49757 64 537 internal_value=0 0.0115414 -0.0030252 0.0300804 -0.0812636 0.000346765 -0.0835035 internal_weight=0 5745.41 3217.88 2527.53 562.895 15.0592 547.836 internal_count=90178 39392 25014 14378 50786 492 50294 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=8 num_cat=0 split_feature=7 8 2 9 3 8 7 split_gain=247.908 324.737 169.34 58.9523 58.2211 55.0775 19.1396 threshold=7.9257272972350474 14.849259031560523 14.669489609075802 8.3635999221680457 8.2662347945087671 14.781556778141429 6.7904403183289306 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.045860024904800338 0.045021775277088033 -0.093171329393179736 -0.043531340512203705 0.059801020703114098 0.041435487608074958 -0.070216618272553585 -0.058474470035055487 leaf_weight=94.069594335276634 52.506723742000759 474.50516788929235 59.260541413212195 695.29276191676036 390.09364594146609 186.44854154251516 250.42502895242069 leaf_count=1241 483 36042 3968 12796 4708 13725 17215 internal_value=0 -0.0389723 0.0284188 0.0516387 0.024415 -0.0448127 -0.0812825 internal_weight=0 1209.09 993.509 754.553 484.163 238.955 724.93 internal_count=90178 59206 30972 16764 5949 14208 53257 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=8 6 0 0 3 8 split_gain=214.013 50.3169 54.3298 20.3065 3.92419 0.723363 threshold=14.914060284370994 6.235404151573678 7.7126971480383348 7.7372540698138659 6.7046708222886204 14.915975245213344 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0090900717418029645 0.012165900721222426 0.053019979951762199 0.0073090134976899037 -0.081442500157451331 -0.055732303348167159 -0.088707550103372279 leaf_weight=75.422490835189819 3.8044775850139549 287.41144197201356 2646.7143283014884 79.488012317568064 13.42810748668853 241.23743822844699 leaf_count=635 480 1697 44035 1224 2113 39994 internal_value=0 0.00886524 0.0118032 -0.0465 -0.0856899 -0.0871936 internal_weight=0 3089.04 2934.13 154.911 258.47 254.666 internal_count=90178 47591 45732 1859 42587 42107 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=8 num_cat=0 split_feature=1 2 1 2 10 1 1 split_gain=67.329 80.1867 48.3127 26.6747 17.0848 15.305 11.5652 threshold=7.5754150635758029 14.348851288048683 10.247081588430721 13.421484039872562 6.4024571332175748 7.1050213556819095 9.1473904360991813 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.046385753496628601 -0.027989413442063876 0.0097262833984634867 -0.057354507094180399 0.070844881438846929 -0.056805831051272349 0.031806885023632922 -0.060588901494741998 leaf_weight=23.580983106512576 389.47456229291856 1926.6355271331267 112.70736954326276 151.84875101735815 45.553580883773975 303.3780815184582 152.39245903707342 leaf_count=159 10576 49198 10939 1072 543 2156 15535 internal_value=0 -0.00309655 0.00599267 0.0361762 -0.0214489 0.0449554 -0.0372523 internal_weight=0 2581.21 2039.34 524.361 69.1346 455.227 541.867 internal_count=90178 86248 60137 3930 702 3228 26111 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=8 num_cat=0 split_feature=8 9 2 5 3 5 7 split_gain=182.897 104.564 113.885 107.953 13.6273 6.3552 0.494866 threshold=14.915975245213344 7.4454431753230574 13.546825074132277 11.436955713868089 6.2423815403969032 14.97309612268935 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.040389264070933378 -0.026117099300950804 0.05691377705338168 -0.057023810463733095 0.0052634847038180339 -0.039187231818300618 0.12132926073102429 -0.087310428845098459 leaf_weight=178.2980640004389 8.0118789398111385 665.8373989026295 362.56314689316787 1029.8199941157363 4.4913019087398416 3.3801209798548362 210.12915346946102 leaf_count=1114 235 17034 11361 20212 394 19 39809 internal_value=0 0.0133576 -0.0248957 0.0255667 -0.0808453 0.0238922 -0.0864898 internal_weight=0 2236.52 540.861 1695.66 226.012 11.392 214.62 internal_count=90178 49721 12475 37246 40457 254 40203 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=6 num_cat=0 split_feature=8 8 8 1 8 split_gain=835.873 252.471 159.341 54.9746 0.365256 threshold=14.89098124964333 14.889955778994116 14.601153418519075 10.20713944694193 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.053984719733043418 -0.057323652817290828 0.071184924417102766 -0.02062059694368314 -0.009599206203706424 -0.090670623362336222 leaf_weight=376.53563516074792 9.7492667115293425 841.21908152103424 1183.3689410882071 93.353697815909982 889.23863946809433 leaf_count=3571 355 14529 12780 1091 57852 internal_value=0 0.0220424 -0.00258904 0.0631138 -0.0903731 internal_weight=0 2494.48 1559.9 934.573 898.988 internal_count=90178 31971 16351 15620 58207 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=8 num_cat=0 split_feature=7 2 8 8 3 0 2 split_gain=352.654 171.818 222.844 38.4952 24.9759 67.4411 1.32837 threshold=7.4109174044858035 13.129790129782949 14.915702871152954 14.877113625005363 9.1888042131630279 10.157963546252516 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.055223711245562093 -0.093826806387405107 -0.082117478795573406 0.023608896914187549 0.081825618018828816 -0.010473048872790738 -0.099232923429975417 -0.086469887127238701 leaf_weight=21.352177950087935 12.095734302187337 256.15379469527397 886.02220528502949 383.64686727710068 209.4722439525649 144.07867398089729 330.21320757444482 leaf_count=841 349 18586 12241 7452 7810 2450 40449 internal_value=0 0.0195397 -0.000153262 0.0762339 -0.0658181 -0.0468222 -0.0847342 internal_weight=0 1537.92 1142.18 395.743 705.116 353.551 351.565 internal_count=90178 38628 30827 7801 51550 10260 41290 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=8 num_cat=0 split_feature=8 2 8 2 0 6 9 split_gain=206.82 107.252 97.1491 67.1798 33.4628 30.6635 12.7208 threshold=14.900969179202596 16.254310665696174 14.929905939056884 13.052656313211147 11.288039391255017 8.1727331716569793 6.8419688327558772 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.069787850681158198 0.012530936976429183 0.18516045161907391 -0.02544196002047245 -0.077072842901296623 0.011974820673686777 0.068509381929369215 -0.0050544218197331008 leaf_weight=32.91732707247138 3104.1753045059741 28.229425882920623 859.44900646898896 472.14056315855123 46.059535488020629 110.77184449741617 68.36291513312608 leaf_count=336 29211 223 17603 38552 799 1230 2224 internal_value=0 0.00733225 0.00429278 -0.0546131 -0.0691501 0.0933531 0.0197147 internal_weight=0 4102.63 3963.62 619.48 518.2 139.001 101.28 internal_count=90178 48267 46814 41911 39351 1453 2560 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=8 num_cat=0 split_feature=8 10 9 9 5 8 8 split_gain=253.383 127.118 194.167 42.0491 2.68468 2.3068 1.35764 threshold=14.91752864592924 7.9557006485464994 6.6521869566535052 5.9991806917619623 14.235101055907755 14.898934405764823 14.915402311525476 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.089070532134720534 -0.0078505444973322805 -0.063541497810308947 0.009131011995424718 0.066529853427087587 -0.066299944555211557 0.046043615453789766 -0.055594601686992484 leaf_weight=276.3800687729381 91.041357077658176 399.36253729928285 4499.0837947640102 453.20541849546134 2.7517673939000806 2.6081893425434828 19.235748094157316 leaf_count=48276 397 2151 33495 2284 249 673 2653 internal_value=0 0.00829333 0.00319438 0.054096 -0.0858148 -0.0129887 -0.087087 internal_weight=0 5442.69 4898.45 544.247 300.976 5.35996 295.616 internal_count=90178 38327 35646 2681 51851 922 50929 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=8 num_cat=0 split_feature=8 8 2 5 8 2 1 split_gain=386.39 120.506 125.44 17.2469 10.3143 9.45379 9.34841 threshold=14.916782610882285 14.935131040730631 13.796726205957029 11.851262873496134 14.912049036752725 15.233430310457656 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0039803758729497858 -0.038329603320264985 -0.072863741038600383 0.018526198110832007 -0.026928246174883159 -0.061533053624600424 0.030098542906143638 -0.087936498809169317 leaf_weight=11.26547477673739 420.13392975879833 150.60668863914907 4948.3810793715529 181.54131486313418 50.43065104004927 13.751927146455271 435.97257764288224 leaf_count=262 7252 1458 29662 1020 3952 663 45909 internal_value=0 0.0104512 0.0140704 -0.0479131 -0.080203 -0.0417393 -0.0856175 internal_weight=0 5700.66 5368.52 332.148 511.421 64.1826 447.238 internal_count=90178 39392 36914 2478 50786 4615 46171 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=8 num_cat=0 split_feature=5 0 5 3 0 8 8 split_gain=241.855 211.966 145.781 136.512 75.979 58.8131 10.6675 threshold=10.662188305929861 9.8846142972933695 12.33327017094909 8.7530805435430263 10.764345510417717 14.572237689267261 14.828882741269299 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.045110762087915507 -0.054572572997209995 0.031078143160535105 -0.073969866525312178 0.06468812016386434 -0.070803120886068299 -0.065522576465195714 -0.088355278249719935 leaf_weight=66.738074339926243 126.5809439192526 478.77759425586555 181.30551527941134 607.58935948880389 43.60073627717793 165.42663162294775 445.06967974384315 leaf_count=354 1688 7035 13808 9255 523 11535 45980 internal_value=0 -0.0364633 0.00215628 0.0320704 0.0555216 -0.0336628 -0.0809831 internal_weight=0 1231.73 660.083 883.355 651.19 232.165 571.651 internal_count=90178 68511 20843 21667 9778 11889 47668 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=8 4 9 5 3 3 split_gain=190.444 46.3562 56.3633 34.2511 3.84305 0.837186 threshold=14.914060284370994 12.563960262540141 7.6529449269498793 12.289245772919505 6.7046708222886204 7.555671347408925 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0283552379921551 0.011072417065965942 0.023067631881094706 -0.0083207542505532549 0.092099950370648775 -0.053088420093199945 -0.088573670009197525 leaf_weight=425.82410516822711 3.8563115029828614 1779.1965521373786 842.35358944186009 24.024478679522872 12.389348540455101 219.08040263497969 leaf_count=5572 480 11627 30037 355 1638 40469 internal_value=0 0.00789274 0.0129826 -0.0217322 -0.0852652 -0.0869109 internal_weight=0 3071.4 2621.55 449.849 235.326 231.47 internal_count=90178 47591 41664 5927 42587 42107 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=8 3 5 8 8 5 split_gain=200.35 45.7462 65.5283 43.0158 0.70792 2.74474 threshold=14.910527555780067 9.0995930011054131 11.199610345744915 14.849259031560523 14.913676627498663 12.378564886830366 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.047415528000790297 -0.077703886858127041 -0.072116503750177988 0.005680568471703628 0.01067060168223532 -0.088973169139733507 0.039414575577169285 leaf_weight=381.2136448204983 6.570494733983649 147.41906135238241 399.75635829055682 1920.4627599534579 214.25754786405014 2.0204162714071572 leaf_count=2848 1022 9796 10875 21942 42942 753 internal_value=0 0.0105967 -0.0153727 0.0167744 -0.0876546 -0.0489222 internal_weight=0 2848.85 547.175 2301.68 222.848 8.59091 internal_count=90178 45461 20671 24790 44717 1775 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=8 num_cat=0 split_feature=8 8 7 2 3 8 7 split_gain=160.699 94.4459 113.583 71.6001 12.9229 5.92996 0.531231 threshold=14.915975245213344 14.859092336325736 4.2693660640857081 12.562335490553524 6.2423815403969032 14.927853812706594 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.044748212401633285 0.068861229151251785 0.092398252278645523 0.011390788834032075 -0.076917302724265391 -0.037572346915854656 -0.072787751030298595 -0.087018469892184147 leaf_weight=64.408928399905562 7.7435122560709697 191.04519202304073 1758.2668307251297 186.77207263710443 4.3350534345954648 3.5170126868179068 190.89739820139948 leaf_count=422 60 1957 37448 9894 394 194 39809 internal_value=0 0.0119319 0.0193733 -0.0456656 -0.0801269 0.0222915 -0.0861176 internal_weight=0 2200.49 1949.31 251.181 206.493 11.2605 195.232 internal_count=90178 49721 39405 10316 40457 254 40203 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=746.528 232.382 398.448 7.94432 0.435511 threshold=14.89098124964333 14.572237689267261 14.601153418519075 14.512792609374946 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.10448871268059803 -0.055409874889676802 0.15763922022071153 0.014933100847555831 -0.041809049953768607 -0.090502798840601417 leaf_weight=136.74492472782731 9.2594237413723004 215.37639278639108 2046.2380693773739 25.887109893374145 808.30901501467451 leaf_count=2151 355 1065 28400 355 57852 internal_value=0 0.0202718 0.0285868 -0.0948281 -0.0901735 internal_weight=0 2424.25 2261.61 162.632 817.568 internal_count=90178 31971 29465 2506 58207 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=8 num_cat=0 split_feature=3 8 8 6 3 2 2 split_gain=313.638 165.416 172.519 39.8636 15.2346 30.703 3.52496 threshold=9.2237323948137391 14.930690994557574 14.903695585838657 11.792566147284171 8.8912667640180576 13.771100716361515 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.047126687058489082 -0.043654679767091309 -0.091537905597304514 0.044486547407026532 0.0118138495255491 0.058801219345695072 -0.065677049420520606 -0.085459806674293898 leaf_weight=30.002910158131272 274.64454026683234 160.61436712252907 1143.9778806231916 48.250302423723042 23.518940600682981 105.54002294130623 374.04255515860859 leaf_count=981 16845 2441 14820 303 773 10942 43073 internal_value=0 0.0151619 0.0274037 -0.0677199 -0.073146 -0.0427152 -0.0827367 internal_weight=0 1627.49 1418.62 208.865 533.104 129.059 404.045 internal_count=90178 34409 31665 2744 55769 11715 44054 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=8 num_cat=0 split_feature=8 4 4 2 3 5 5 split_gain=176.683 115.386 115.681 77.8598 36.3336 27.6562 16.4645 threshold=14.907335691510722 17.684334454576454 11.711242150531097 13.771100716361515 10.319871962920201 14.97309612268935 8.9869286411848712 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.082740752910200499 0.059625282714866279 0.047555290279571859 -0.0046491343249267887 -0.073219841733274851 0.0041721922215267335 0.16438472136240156 -0.00058675893335479877 leaf_weight=27.343156615272164 306.85288770310581 477.58446345105767 3096.0988730406389 492.61010912037455 69.042241597548127 20.379189036786556 145.04101034905761 leaf_count=365 2548 5342 37667 35327 3660 225 5044 internal_value=0 0.00774764 0.00116247 -0.0456989 -0.0637158 0.0526564 0.0130314 internal_weight=0 3900.92 3402.95 734.037 561.652 497.964 172.384 internal_count=90178 45782 40215 44396 38987 5567 5409 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=8 6 3 8 0 5 split_gain=226.331 127.652 83.471 71.3021 3.0855 1.54744 threshold=14.917062066687118 8.2151902097263925 8.9173776563701903 14.93311344364446 13.365415874404215 14.628246329535147 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.088201403380108817 0.01420169427456148 -0.019565233578241616 0.059255297718674063 0.017830898390332368 0.015000965335496925 -0.0057244468860544852 leaf_weight=262.55009874084499 2420.0773484725505 1789.9546251950087 494.70134838810191 711.88523392751813 2.6974223295692346 2.43957376317121 leaf_count=50565 12765 19715 2646 3911 227 349 internal_value=0 0.00764677 0.021866 -0.00892149 -0.0863819 -0.0874665 internal_weight=0 5416.62 2914.78 2501.84 267.687 264.99 internal_count=90178 39037 15411 23626 51141 50914 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=8 num_cat=0 split_feature=8 0 6 1 1 0 3 split_gain=340.436 147.779 120.431 86.6513 11.1861 14.1544 7.49273 threshold=14.915975245213344 7.980708537385504 7.0612309069345587 7.6196535477502811 6.7811729855112457 8.3098898575681694 12.169823358078242 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.044682803445680014 -0.023435289815906785 -0.044894682293065528 0.0077178309450849983 0.061029176338694091 -0.084860046130628808 0.17950789324413441 0.040173884238382002 leaf_weight=11.401453234720973 145.03206633310765 482.63868094421923 4331.6862180768512 731.85821681376547 433.9060749252094 2.6449235088657579 4.3020398016087702 leaf_count=408 1116 3187 32176 3978 48399 79 835 internal_value=0 0.00931616 0.00243517 0.0470485 -0.0807339 0.00665681 -0.0835439 internal_weight=0 5691.22 4814.32 876.89 452.254 14.0464 438.208 internal_count=90178 40457 35363 5094 49721 487 49234 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=8 num_cat=0 split_feature=2 8 5 7 7 5 8 split_gain=208.471 197.549 122.379 112.929 64.3023 52.8401 48.9717 threshold=15.301331480341991 14.828882741269299 11.700696289573145 7.6544060098406019 7.9002458661174435 10.408931102912307 14.874443652260416 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -3 -1 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.057890151690552644 -0.0040003914605014996 -0.089311151680441708 0.039339888816632605 0.080423557407805657 -0.030532929136714838 -0.015031555375297885 -0.077368762899640786 leaf_weight=200.98279503080994 252.15700907818973 447.62994892743882 49.411437059752643 424.91582602425478 320.64779194549192 194.94812956638634 126.13278391119093 leaf_count=2251 8835 41596 373 7144 19468 2384 8127 internal_value=0 -0.0353079 0.0297417 0.0490227 -0.0648511 0.0220376 -0.0444814 internal_weight=0 1164.21 852.617 677.073 768.278 395.931 175.544 internal_count=90178 65699 24479 15979 61064 4635 8500 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=8 num_cat=0 split_feature=9 5 7 4 5 9 7 split_gain=49.8164 58.5668 52.5408 16.1102 13.741 35.5988 10.5319 threshold=8.9004620830435499 12.746778931966782 5.2195769018392228 18.166134673444279 13.736988977719413 9.7663550590762966 3.8157480877757179 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.023313788342701432 0.040621234105179566 0.1089116618160553 0.0091407254261136744 -0.048656443898972751 0.20551191979659286 -0.052555455581306511 -0.060747785405142474 leaf_weight=632.06550653779414 10.211009778664446 64.151849231915548 2351.4691454801941 6.6389643517322829 6.61555263277842 17.032650080160238 175.68034313182579 leaf_count=11357 922 1668 48173 243 481 4843 22491 internal_value=0 0.00440812 0.00225969 0.0936626 -0.0458829 0.0250474 -0.054992 internal_weight=0 3054.33 2983.53 70.7908 209.54 23.6482 185.891 internal_count=90178 61441 59530 1911 28737 5324 23413 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=8 2 8 3 8 5 split_gain=180.444 50.0572 57.1502 53.3946 0.790135 2.68172 threshold=14.910527555780067 14.963353864873261 14.89098124964333 8.5635997518708642 14.913676627498663 12.429511598213832 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.01231939311930755 -0.076828614250534111 -0.0064216341851383646 0.042886827287221416 -0.024148581533520425 -0.088889176073596365 0.039941250074473904 leaf_weight=1149.547976651229 6.073071029793935 346.83014497475233 726.8539762616856 615.68562422873219 194.8049749066704 2.0076703573577106 leaf_count=9328 1029 18079 4444 13610 42942 746 internal_value=0 0.00995229 0.0269677 -0.000406532 -0.0874423 -0.0466134 internal_weight=0 2838.92 1073.68 1765.23 202.886 8.08074 internal_count=90178 45461 22523 22938 44717 1775 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=8 num_cat=0 split_feature=1 5 5 9 7 6 7 split_gain=97.1005 87.1139 81.3865 69.1027 49.7092 40.2188 20.7351 threshold=9.4583807603852552 10.395995581017837 11.824289399418282 6.6900083761563112 4.1915811602213902 8.5201326416029701 7.9507298441290502 decision_type=2 2 2 2 2 2 2 left_child=1 3 6 -1 -3 -4 -2 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.026676182091967662 0.06827341969953421 0.046143212027407295 0.044600189604633148 0.068480166864192379 -0.043071261389532579 -0.012063141268467976 0.02876294800335575 leaf_weight=134.37665190198459 316.60403970559128 67.51714801392518 160.17339937889483 174.35813387529925 725.53474407253088 561.21862650266849 232.38925234298222 leaf_count=3774 8799 2020 2923 5626 39370 19285 8381 internal_value=0 -0.0178946 0.0226549 0.027111 -0.0354274 0.000562356 0.0516313 internal_weight=0 1101.79 1270.39 308.735 793.052 721.392 548.993 internal_count=90178 50790 39388 9400 41390 22208 17180 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=6 num_cat=0 split_feature=8 8 8 5 8 split_gain=666.595 227.951 161.546 85.1112 0.512133 threshold=14.89098124964333 14.888650765397751 14.601153418519075 10.395995581017837 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.045968544986142883 -0.053348418467442864 -0.033744983650429834 -0.032706187254564652 0.060676563110408178 -0.090352242102897565 leaf_weight=363.6631783368066 8.7741392042953503 104.92924878373742 917.23606071947142 996.94304691255093 736.0539345650468 leaf_count=3571 355 764 11005 16631 57852 internal_value=0 0.0183357 -0.010351 0.0516625 -0.0899884 internal_weight=0 2382.77 1280.9 1101.87 744.828 internal_count=90178 31971 14576 17395 58207 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=8 num_cat=0 split_feature=9 2 0 6 9 0 9 split_gain=276.593 155.531 144.389 39.8525 18.5513 58.2081 0.55661 threshold=8.4535251256813542 12.168866103756347 9.4459028361921202 7.4358710300613042 7.9342042901822838 8.8767176185970644 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.089576308465077303 -0.087169343371056862 0.10514489313776963 -0.011543243932439176 0.087185984232305433 0.086929944373183785 -0.071429185440382931 -0.072806773204297667 leaf_weight=261.88709488708992 12.975044928025453 115.39329650765285 1191.4330514897592 281.01879307371564 27.016939845168963 137.09049030742608 55.565004886477254 leaf_count=35526 272 2993 27054 6228 1180 10890 6035 internal_value=0 0.0136367 -0.00116712 0.0792216 -0.0727267 -0.04499 -0.0868789 internal_weight=0 1600.82 1306.83 293.994 481.56 164.107 317.452 internal_count=90178 36547 30047 6500 53631 12070 41561 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=8 num_cat=0 split_feature=8 0 8 7 2 0 8 split_gain=153.19 114.653 116.985 106.168 55.6879 23.7644 13.6062 threshold=14.899147067329563 9.8690518544799009 14.929905939056884 4.2693660640857081 13.052656313211147 11.288039391255017 14.87965296985381 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.042944539390351831 0.0078144148757744412 0.19363760160205024 -0.037812949794907152 0.031682659486625291 -0.075869851321471726 0.0016947192630658156 -0.03420353584833441 leaf_weight=63.748926671687514 2567.4945152853616 41.948364278301597 718.29631461435929 721.94902604212984 374.21075459010899 44.099597601220012 34.436224814504385 leaf_count=1059 20077 232 15757 13976 36883 783 1411 internal_value=0 0.00594811 -0.00216851 0.0408177 -0.0518308 -0.0677082 0.0158146 internal_weight=0 4049.69 3285.79 763.897 516.496 418.31 98.1852 internal_count=90178 50042 35834 14208 40136 37666 2470 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=8 6 8 10 0 8 split_gain=202.199 113.197 93.4975 47.5774 3.04043 0.799943 threshold=14.917062066687118 8.8882089142584615 14.931609817309598 10.019588091306568 13.365415874404215 14.914060284370994 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.089226862807899626 0.0040907170451588669 -0.0053024229710307569 0.03598757568702704 -0.04540795798675782 0.014373684530954653 -0.060155367857468549 leaf_weight=221.38826999743469 2522.8684321846813 997.22551364800893 1444.7890780866146 419.72849489375949 2.7186583671718827 19.084122385247611 leaf_count=47379 15214 7504 6891 9428 227 3535 internal_value=0 0.00704793 0.0157118 -0.0172061 -0.0859889 -0.0871784 internal_weight=0 5384.61 3967.66 1416.95 243.191 240.472 internal_count=90178 39037 22105 16932 51141 50914 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=8 num_cat=0 split_feature=8 0 10 10 1 0 0 split_gain=300.363 139.163 154.307 107.613 11.2097 13.1454 7.55943 threshold=14.915975245213344 8.9880901250873055 9.0825933022799301 9.5907743509547654 6.7811729855112457 8.5080376548224077 12.414759514558826 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.037687670465082514 0.0053093544422246966 -0.040841973089999595 0.048829277389226142 0.0060184492105333845 -0.084212988020651372 0.19084476332271777 0.042253611875937007 leaf_weight=11.647741080727426 2368.6041774237528 803.62303616991267 1241.121162811527 1253.0026606817264 395.53818730241619 2.1442401409149161 4.2216727400664231 leaf_count=427 14627 4847 6438 14545 48397 60 837 internal_value=0 0.00845504 0.0202821 -0.0123031 -0.0797238 0.00834221 -0.0827753 internal_weight=0 5666.35 3609.73 2056.63 413.552 13.792 399.76 internal_count=90178 40457 21065 19392 49721 487 49234 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=8 num_cat=0 split_feature=5 3 5 3 6 8 1 split_gain=195.915 207.486 97.7663 97.0912 64.687 33.2829 32.5122 threshold=10.516113252451268 9.8510654082495268 12.507091176668071 8.2558662431749443 11.422079377285781 14.390433651313669 9.8341372548832418 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.034070412783371147 -0.084772518886453693 0.032187900867960625 -0.073525487928107355 0.059634111606415963 -0.090059487919028444 -0.083958038752236439 -0.037569499339401423 leaf_weight=33.298464596271515 442.29962372104637 473.6520903238561 106.27368659561034 550.46875352284405 29.595602239016443 79.642567058559507 221.30559954198543 leaf_count=163 46325 6785 11306 10593 375 6276 8355 internal_value=0 -0.0309682 0.0127223 0.035344 0.0518547 -0.049166 -0.069111 internal_weight=0 1243.53 579.926 693.005 580.064 112.941 663.605 internal_count=90178 72771 18091 17407 10968 6439 54680 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=8 2 0 8 3 8 split_gain=169.073 40.7936 46.112 19.1044 3.87355 0.982705 threshold=14.914060284370994 12.970039582877137 7.5979003804075553 14.572237689267261 6.7046708222886204 14.915975245213344 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.03922298373199657 0.012316149685137438 0.051754094856743899 0.0055771563068357068 -0.079965477966614462 -0.049824824632015312 -0.088437298630379094 leaf_weight=15.74985034810379 3.7978248316794625 234.14340920513496 2697.2328120733146 73.916640217532404 11.315722599101717 197.67669733805815 leaf_count=318 480 1448 41780 4045 2113 39994 internal_value=0 0.00724157 0.00928193 -0.0588284 -0.0847792 -0.0865939 internal_weight=0 3021.04 2931.38 89.6665 212.79 208.992 internal_count=90178 47591 43228 4363 42587 42107 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=8 8 8 8 8 5 split_gain=160.932 44.8504 126.856 88.8028 0.874711 2.5918 threshold=14.910527555780067 14.849259031560523 14.892420099699093 14.601153418519075 14.913676627498663 12.454871710389762 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.012211349254363511 -0.075875629225456598 -0.043137571436134364 0.014875119634776121 0.07492706298586449 -0.088804298775400692 0.039835749756850475 leaf_weight=207.02975600527134 5.5959087060182346 470.53970237111207 1877.824074463686 267.06549209530931 177.01780748285819 2.0095738854142837 leaf_count=3571 1031 23075 12780 6035 42942 744 internal_value=0 0.00890811 0.00323775 0.0369295 -0.087216 -0.0442253 internal_weight=0 2822.46 2348.36 474.095 184.623 7.60548 internal_count=90178 45461 35855 9606 44717 1775 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=8 num_cat=0 split_feature=9 2 2 5 0 6 9 split_gain=87.6881 92.8037 83.8739 99.3719 93.8649 34.5324 11.0156 threshold=7.4454431753230574 13.370736507846329 14.824304510692821 11.597834983917965 10.352182461006848 6.3752834714674353 6.6135652086193844 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -4 -3 -1 right_child=2 5 4 -5 -6 -7 -8 leaf_value=0.0068991905460304877 0.058665017256243027 0.02193198661395113 -0.051369042464805406 0.0027390565436000019 0.043550637203303794 -0.065397239410610347 0.060943503272258337 leaf_weight=69.352248250273988 580.83057947235648 51.162345741642639 324.10856489290018 700.12989713565912 152.41541200911161 365.99161421548342 82.425104999914765 leaf_count=847 10151 2286 27575 17940 6796 23752 831 internal_value=0 -0.0303311 0.014805 0.0281237 -0.0209815 -0.0546598 0.0364556 internal_weight=0 568.931 1757.48 1280.96 476.524 417.154 151.777 internal_count=90178 27716 62462 28091 34371 26038 1678 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=8 8 8 1 8 1 split_gain=594.784 239.64 137.64 45.9365 14.946 12.2025 threshold=14.890626881336633 14.889955778994116 14.512792609374946 10.657597402609927 14.891696904234349 8.2831769242572211 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.10365498089730128 0.039727687687399954 0.069572556871939292 0.0040296537573503433 -0.041744897068695525 -0.09020643513661103 -0.062044360158805448 leaf_weight=128.93596074124798 14.473104230128227 713.89555701240897 1371.5349567686208 38.463612906634808 669.40461744216736 51.066520094173029 leaf_count=2151 138 14951 14200 314 57852 572 internal_value=0 0.017815 -0.0052866 0.0638337 -0.0857273 -0.0393108 internal_weight=0 2252.83 1500.47 752.359 734.944 65.5396 internal_count=90178 31616 16351 15265 58562 710 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=8 num_cat=0 split_feature=7 8 8 6 8 8 0 split_gain=273.781 141.961 150.351 37.2406 25.042 56.8671 2.09992 threshold=7.4109174044858035 14.930690994557574 14.903695585838657 12.242698565869576 14.926590534404822 14.913185407320695 10.291776458473333 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.082562761074304908 -0.039576856498910823 -0.0776394832880897 0.049102068543870711 0.028109706172413203 -0.083381471263426002 -0.0074986141413031773 -0.11139401289823403 leaf_weight=213.50713446305599 237.51228626351804 170.24811620847322 965.85654204711318 40.789779143873602 156.73949250613805 191.01394291920587 47.556370256934315 leaf_count=26055 18403 4055 15897 273 17209 7886 400 internal_value=0 0.0183086 0.0315809 -0.0571639 -0.0618408 -0.0472235 -0.0904131 internal_weight=0 1414.41 1203.37 211.038 608.817 404.521 204.296 internal_count=90178 38628 34300 4328 51550 33941 17609 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=8 num_cat=0 split_feature=8 4 4 2 4 0 2 split_gain=130.104 101.785 120.726 61.1186 30.8283 22.1778 14.3786 threshold=14.900969179202596 17.362603789347506 10.656045274559625 13.714806311791465 20.959836909431807 12.600483769282265 9.8339854806601732 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=0.064682756258392857 0.075089052572667667 0.03431688685632979 -0.0062953759841898813 -0.073577125653760664 0.10700542093199483 0.039225845784393122 -0.0092772800136272458 leaf_weight=34.220417799893767 192.52998296357691 587.7495843062643 3132.2138103852049 363.4368544628378 64.169013628736138 17.707760506309569 102.87589910090901 leaf_count=520 1530 7399 38935 37307 403 118 3966 internal_value=0 0.00552704 -0.00156139 -0.0476964 0.0416246 -0.0682474 0.00951849 internal_weight=0 3976.66 3324.74 518.241 651.919 381.145 137.096 internal_count=90178 48267 40465 41911 7802 37425 4486 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=8 num_cat=0 split_feature=8 10 0 9 5 8 4 split_gain=180.378 102.56 150.217 69.3881 3.31744 2.69424 1.0396 threshold=14.917062066687118 8.2124917739664038 8.3098898575681694 6.2148541591619981 14.235101055907755 14.898934405764823 6.2674495412130637 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.023310441982886794 -0.0156180784132991 -0.034259172572762758 0.010063084518138359 0.053538211564335969 -0.062986546218704795 0.066328391218639302 -0.088216489179815491 leaf_weight=3.356297906022518 185.38322340138257 976.08180610416457 3516.4342315538088 660.08935066498816 2.311208428349345 2.1380727819632739 213.08315495989518 leaf_count=560 830 5962 28634 3611 249 627 49705 internal_value=0 0.00644407 0.000427777 0.0383741 -0.0855728 -7.67557e-05 -0.0873218 internal_weight=0 5337.99 4492.52 845.473 220.889 4.44928 216.439 internal_count=90178 39037 34596 4441 51141 876 50265 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=8 num_cat=0 split_feature=8 0 2 1 1 8 3 split_gain=269.066 129.863 182.178 84.4612 9.52474 9.74436 6.72321 threshold=14.912049036752725 7.7835078518635523 14.58954693896502 7.4230347441128721 6.3193560299700344 14.698988483276553 12.169823358078242 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.066989720016246326 -0.03563792685787999 -0.023945111684323655 0.01602479365129161 0.07200018901700693 -0.088316892667173019 0.10995516314446122 0.041792934633442441 leaf_weight=6.4117230009287578 86.427307112142444 1706.9236213738332 3430.3241230996791 447.15106430184096 326.00172844785266 4.3707444071769714 3.4758982285857192 leaf_count=167 735 18531 22132 2609 45285 95 624 internal_value=0 0.00762384 0.00274215 0.0545313 -0.0838032 0.00798066 -0.086822 internal_weight=0 5670.83 5137.25 533.578 340.26 10.7825 329.478 internal_count=90178 44007 40663 3344 46171 262 45909 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=8 num_cat=0 split_feature=7 8 2 6 8 9 7 split_gain=179.384 236.977 117.575 46.3327 43.8269 40.7942 18.7461 threshold=7.9002458661174435 14.849259031560523 14.824304510692821 11.96998372423699 14.863791496742204 8.5964758210226879 6.7904403183289306 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.0089501366906442805 0.025289316798298218 -0.091480237123568814 0.056457007496097257 -0.056641315669051645 -0.064065345631009227 0.052583100064081373 -0.052915311749649176 leaf_weight=226.40517623652704 83.78706670133397 367.92236943740863 584.13789110595826 37.829899388132617 155.76588560943492 204.13618208281696 200.04508243536111 leaf_count=2805 945 36042 14223 1339 14813 3112 16899 internal_value=0 -0.0356536 0.0265926 0.0494982 -0.0328371 0.0202794 -0.0780141 internal_weight=0 998.509 861.521 621.968 239.553 430.541 567.967 internal_count=90178 58858 31320 15562 15758 5917 52941 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=8 num_cat=0 split_feature=9 5 3 2 9 9 5 split_gain=42.9146 97.7308 60.8123 36.2526 33.6297 28.5619 9.86315 threshold=7.2413059921409717 10.859856524231967 8.2339801061318667 14.651567852890247 6.8894159018657755 9.6338923815969206 10.503649876859726 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.010530207806453314 -0.082773534600045884 0.0046688406840816963 0.057350806241610791 -0.034219021254015228 0.015243281158749181 -0.055727528690962494 -0.044836180535356845 leaf_weight=460.61519487167243 136.707572771993 1294.8259601413738 323.41437428002246 296.91519175667781 459.17464246624149 82.336462606443092 146.89069856255082 leaf_count=6933 9524 38484 4811 3448 6489 14324 6165 internal_value=0 -0.0100036 0.0131635 -0.00703131 0.0326957 0.0010201 -0.0633503 internal_weight=0 1660.76 1540.12 757.53 782.589 1377.16 283.598 internal_count=90178 68497 21681 10381 11300 52808 15689 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=8 2 1 8 8 5 split_gain=144.533 43.1737 47.9996 37.4291 0.951799 2.45465 threshold=14.910527555780067 14.906817114705566 7.53007672291261 14.89098124964333 14.913676627498663 12.454871710389762 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.030126380463515665 -0.074887040903305363 -0.0042352348867972182 -0.011243594621787725 0.034764271637439802 -0.088718013737978108 0.038331365914235055 leaf_weight=357.739273307845 5.1622670293436377 352.77451885316987 1284.301632585295 811.20224959950428 160.86477406456834 2.0443619328434579 leaf_count=1758 1031 18957 19886 4860 42942 744 internal_value=0 0.00822703 -0.00221777 0.0229509 -0.0869757 -0.0420123 internal_weight=0 2806.02 1642.04 1163.98 168.071 7.20663 internal_count=90178 45461 21644 23817 44717 1775 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=8 num_cat=0 split_feature=8 8 8 2 3 8 8 split_gain=136.74 84.1156 92.1632 58.7388 11.8976 5.169 0.67694 threshold=14.915975245213344 14.859092336325736 14.895250497244401 12.562335490553524 6.2423815403969032 14.927853812706594 14.91888241682727 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.036274104577175441 0.063020304606255781 0.034703682811136692 -0.011691761776290679 -0.075350251071099883 -0.059883494026716416 -0.071761352331596931 -0.088313892396574667 leaf_weight=64.004861446097493 7.697485947981475 1190.1808155998588 667.78724398382474 172.73040235810913 18.601709373295307 3.2746798220323399 152.88563629338751 leaf_count=422 60 24495 14910 9894 4256 194 35947 internal_value=0 0.0108729 0.018031 -0.0451453 -0.0791602 0.0201602 -0.085595 internal_weight=0 2094.7 1857.97 236.735 182.46 10.9722 171.487 internal_count=90178 49721 39405 10316 40457 254 40203 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=6 num_cat=0 split_feature=8 3 8 5 8 split_gain=524.895 178.841 154.533 90.6977 0.638175 threshold=14.89098124964333 9.350372350165296 14.572237689267261 11.597834983917965 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.092384293517968175 -0.049893892822639493 -0.080330619237348064 0.039591830047101137 -0.0012497657449546959 -0.090072859704320246 leaf_weight=93.269046496599913 8.0538163154851627 233.62286921823397 1523.7513289842755 379.87495898082852 609.28794178529643 leaf_count=965 355 8434 18704 3868 57852 internal_value=0 0.0144903 0.0319271 -0.0314458 -0.0896302 internal_weight=0 2230.52 1617.02 613.498 617.342 internal_count=90178 31971 19669 12302 58207 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=8 num_cat=0 split_feature=7 2 8 8 0 3 2 split_gain=239.892 132.394 209.711 25.4941 20.9382 37.2483 6.68118 threshold=7.1260300674374797 12.307356662095911 14.913185407320695 14.877113625005363 10.642870333888316 9.1888042131630279 10.3079873475185 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.083033371417923593 -0.090536782054633141 -0.083968546481786074 0.022157978963214201 0.087295628265723582 -0.002200451626471576 -0.02421297796265301 -0.11954663025724627 leaf_weight=227.61644063779386 7.5618037669919422 229.6168611375615 965.69771804776974 242.6418534447439 5.2347259554080656 205.64812860148959 72.639187455875799 leaf_count=37533 244 21407 15742 6107 82 7868 1195 internal_value=0 0.0155886 0.0017182 0.0815821 -0.0640518 -0.0552344 -0.111786 internal_weight=0 1445.52 1195.31 250.204 511.138 433.265 77.8739 internal_count=90178 43500 37149 6351 46678 45401 1277 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=8 num_cat=0 split_feature=8 0 4 8 2 0 5 split_gain=112.226 95.1974 130.562 94.06 49.752 17.4149 14.798 threshold=14.899147067329563 9.8690518544799009 13.274502058282286 14.930513278377072 13.714806311791465 12.600483769282265 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.075941782746229161 0.0058074845232441805 0.18221787206811188 0.025008669810455603 -0.037919211820886464 -0.073547945629160491 0.029001361139696549 -0.010929179824762172 leaf_weight=22.812666520476341 2605.5764969962183 56.107965224422514 713.6040437920019 605.3870399845764 308.05114743439481 16.98917958792299 110.16157498536631 leaf_count=233 22014 417 13791 13820 35684 113 4106 internal_value=0 0.00512883 0.03669 -0.00244588 -0.0470898 -0.0681154 0.00442974 internal_weight=0 3980.68 769.712 3210.96 458.015 325.04 132.974 internal_count=90178 50042 14208 35834 40136 35797 4339 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=8 6 8 3 10 1 split_gain=161.446 106.863 99.7635 55.3948 1.77436 1.55459 threshold=14.917062066687118 6.9457809234482992 14.930513278377072 7.9506990956577619 13.511210863355318 7.2142317139668188 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.025108121134047624 0.0043817296730903708 -0.019091874416058009 0.011654793002923719 0.056964721831315429 0.0049603420020992838 -0.08753746910046642 leaf_weight=5.0636270119575775 313.30493287695572 1725.6846598257544 2713.0400253850967 555.54985879175365 2.0568097464274606 193.76823601074284 leaf_count=1206 1620 20297 14205 2915 453 49482 internal_value=0 0.00598029 -0.000300485 0.0380304 -0.0851291 -0.0860812 internal_weight=0 5307.58 4438.72 868.855 200.889 198.832 internal_count=90178 39037 34502 4535 51141 50688 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=8 num_cat=0 split_feature=8 0 2 7 1 8 3 split_gain=238.284 124.023 113.783 36.3287 9.46176 8.28574 6.48443 threshold=14.912049036752725 9.5888525502230859 14.437013197130748 9.699684675872172 6.3193560299700344 14.698988483276553 12.169823358078242 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.065231348535142106 -0.010382177064224698 -0.019740375738178974 0.02309160744381715 -0.076968777123997578 -0.088046215225197511 0.097064401036945108 0.03835564284348307 leaf_weight=5.9973348276689631 1456.2278179795248 701.71487599832471 3350.3533409759402 131.07329852227122 295.86895098374225 4.7230938654392958 3.5942472558235741 leaf_count=167 11004 6694 18771 7538 45285 95 624 internal_value=0 0.00677643 0.0129502 -0.0288291 -0.0831114 0.00845217 -0.0864065 internal_weight=0 5639.37 4806.58 832.788 310.184 10.7204 299.463 internal_count=90178 44007 29775 14232 46171 262 45909 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=8 num_cat=0 split_feature=5 6 0 8 2 5 8 split_gain=170.757 157.217 100.363 100.297 80.7078 72.9069 10.0599 threshold=11.107635011826856 8.3622157187412931 10.311527917785876 14.868435148513482 14.800016537063614 12.507091176668071 14.467275927306209 decision_type=2 2 2 2 2 2 2 left_child=1 3 6 -1 -3 -4 -2 right_child=2 4 5 -5 -6 -7 -8 leaf_value=0.015704667930048506 -0.009698331762489059 -0.0076815730076360139 0.033144747894521868 -0.085370371194377778 0.068047208412190752 -0.07145668910212026 -0.081652729489646261 leaf_weight=203.57529283687472 20.764060027431697 196.96395061688963 199.45473719667643 188.15237254765816 490.29941750667058 98.813103132182732 385.05561372020748 leaf_count=2628 208 4691 2685 18999 10259 10325 40383 internal_value=0 0.0175702 -0.0456991 -0.0329369 0.0463643 -0.00163162 -0.078004 internal_weight=0 1078.99 704.088 391.728 687.263 298.268 405.82 internal_count=90178 36577 53601 21627 14950 13010 40591 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=8 num_cat=0 split_feature=8 4 9 5 8 5 4 split_gain=151.395 39.6724 42.4907 33.9766 0.861747 5.12246 0.603734 threshold=14.914060284370994 15.788320034641346 6.8894159018657755 12.780977056249043 14.915975245213344 12.192138495552094 9.9130718397612743 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0034646871653649068 -0.080584719650092201 0.0680148484417364 0.013645997508088157 0.077984926401055588 -0.037227270395658089 0.070572188337256772 -0.087171024927319041 leaf_weight=1926.466761250631 8.9548748363740724 173.30560377333313 824.79565854405519 51.6138242406887 4.5456646835082202 2.0561276157386592 177.45005154976388 leaf_count=26869 1313 954 18609 1159 871 817 39586 internal_value=0 0.00690223 0.023145 -0.0013011 -0.0842685 -0.048833 -0.0861338 internal_weight=0 2976.18 998.101 1978.08 193.007 11.011 181.996 internal_count=90178 47591 19563 28028 42587 2130 40457 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=6 num_cat=0 split_feature=8 1 2 6 8 split_gain=130.155 39.3588 41.4734 7.59249 0.0815538 threshold=14.912654301527263 10.247081588430721 13.796726205957029 10.664543200991984 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.031275307450950404 -0.041700078068444661 -0.062906011036300377 0.013932578048702009 -0.009523778614641782 -0.08863009593350743 leaf_weight=220.34715666231932 2.9656793379690489 87.547511061944533 2444.9155534515739 38.687159581342712 146.18214094746509 leaf_count=3444 710 6539 32975 3568 42942 internal_value=0 0.0075943 0.0101847 -0.0467494 -0.0879809 internal_weight=0 2791.5 2665.26 126.235 149.148 internal_count=90178 46526 36419 10107 43652 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=8 num_cat=0 split_feature=8 8 5 2 3 5 8 split_gain=121.326 73.1307 82.7671 53.965 11.2871 5.30803 0.775185 threshold=14.915975245213344 14.801687455380572 9.9384965954451534 8.0459400115095168 6.2423815403969032 14.97309612268935 14.91888241682727 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.075947885845508697 -0.028116714626486079 0.07800927840494748 0.0082164492207592501 -0.086694469428367074 -0.05777906442197267 0.10904714516502348 -0.088139618970939387 leaf_weight=23.80614060908556 7.5357720345491526 187.41532797634136 1734.5153810897027 118.1531802265672 17.353569306025747 3.2538124569691718 139.13295868219575 leaf_count=112 235 2088 40157 7364 4256 19 35947 internal_value=0 0.00993369 0.0150593 -0.0590794 -0.0783703 0.0189886 -0.085161 internal_weight=0 2063.89 1921.93 141.959 167.276 10.7896 156.487 internal_count=90178 49721 42245 7476 40457 254 40203 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=6 num_cat=0 split_feature=8 8 8 3 8 split_gain=473.196 167.524 127.031 50.9976 0.723816 threshold=14.89098124964333 14.889955778994116 14.601153418519075 9.3360728796343491 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.046671877383101801 -0.047624076943811773 0.065369554804256755 -0.022757473082037179 -0.0014022560108456583 -0.089946613907314621 leaf_weight=344.58931623585522 7.6329343400429925 588.12767748907208 1108.9034227035008 141.89114499185234 554.37342856707983 leaf_count=3571 355 12935 12780 2685 57852 internal_value=0 0.0133583 -0.00627662 0.0524072 -0.0894574 internal_weight=0 2183.51 1453.49 730.019 562.006 internal_count=90178 31971 16351 15620 58207 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=8 num_cat=0 split_feature=3 4 7 6 3 5 8 split_gain=222.724 128.822 122.535 57.9541 7.46053 9.02457 1.15588 threshold=9.0781409062988576 17.894639914780125 6.2519643870599406 11.0024290428883 8.8912667640180576 12.378564886830366 14.915975245213344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.089646878215210779 -0.056615749966872131 -0.083741095766586893 0.040057001701707215 -0.001252413650626442 -0.064781754423392887 0.018976738231317493 -0.074090411626749994 leaf_weight=119.50639206322376 149.39338032878004 167.65391048253514 1026.8666892830515 172.12973610067274 44.193223275942728 17.449857300729491 192.96226304105949 leaf_count=21848 5711 3495 27542 2276 6368 732 22206 internal_value=0 0.0120751 0.0277412 -0.0420798 -0.0739815 -0.0411471 -0.0803071 internal_weight=0 1516.04 1176.26 339.784 374.112 61.6431 312.469 internal_count=90178 39024 33253 5771 51154 7100 44054 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=8 num_cat=0 split_feature=8 3 8 2 1 3 8 split_gain=96.3692 81.7973 106.409 75.0471 59.2884 47.0719 16.0807 threshold=14.908595028305081 7.4126353286476485 14.930513278377072 13.771100716361515 7.8263929955765201 9.7613439623177971 14.898387588216272 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0032397339981776901 -0.011124476634024263 0.0096550463956929407 -0.036712048321199058 -0.073325729966988634 0.089715378961149728 0.0024382303572602322 0.074565901095916251 leaf_weight=132.88936581171583 84.143075715750456 2861.6462688767351 597.41250506183133 368.77877258230001 187.39250361919403 105.29122290248051 40.51417248416692 leaf_count=4501 584 28728 15050 30714 1065 8417 1119 internal_value=0 0.00579499 0.00163871 -0.0359704 0.0585411 -0.0565288 0.0202364 internal_weight=0 3730.59 3459.06 647.474 271.536 474.07 173.404 internal_count=90178 45427 43778 44751 1649 39131 5620 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=8 num_cat=0 split_feature=10 0 10 0 6 3 6 split_gain=106.039 119.238 178.694 50.6389 64.2496 46.1929 23.543 threshold=9.6874165039918321 8.7985673998436145 8.7145808716625783 9.5747919004263888 9.0783648018257832 7.5115868310556602 7.2002025186416185 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.01902607543110792 0.010913105447384056 -0.052446850426701476 -0.030950187987105162 0.032074221527947554 -0.03147335604817169 0.038332044894453729 -0.05706058244034911 leaf_weight=1746.7465062079718 57.528900545148645 57.748277576931287 1210.3162458293373 261.60346221353393 402.73108753206907 1293.2845889967866 425.904131821997 leaf_count=20043 672 543 12540 5239 22060 22989 6092 internal_value=0 0.00981498 -0.0014326 -0.024378 -0.00643882 0.0344159 -0.0489658 internal_weight=0 4308.1 2957.06 1147.77 664.335 1351.03 483.433 internal_count=90178 56115 32583 34063 27299 23532 6764 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=8 num_cat=0 split_feature=8 0 10 10 10 3 3 split_gain=212.244 114.736 145.117 115.642 9.92861 10.3241 6.40217 threshold=14.912049036752725 8.1840232086397702 8.7606964212808922 8.0094096820218841 7.0247843423256073 8.934597323333529 12.169823358078242 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.044458415615699111 -0.020161316894118455 -0.04456944128003925 0.0062366508216031803 0.04916965726027988 -0.088479550163168108 0.14514731460325642 0.036449258781607666 leaf_weight=11.437881188932804 317.62833044119179 663.79633792489767 3641.775028031203 984.77801866456866 265.0620761969476 2.7339147406164548 3.6616092872573054 leaf_count=626 2659 5694 29863 5791 44854 68 623 internal_value=0 0.00626416 -0.00160473 0.0322589 -0.0823618 -0.000725082 -0.0866485 internal_weight=0 5607.98 4305.57 1302.41 282.895 14.1718 268.724 internal_count=90178 44007 35557 8450 46171 694 45477 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=8 num_cat=0 split_feature=5 1 5 3 6 8 8 split_gain=156.593 173.036 105.082 73.8179 54.3778 26.8649 18.459 threshold=10.516113252451268 9.8341372548832418 11.864114228189766 8.2558662431749443 11.422079377285781 14.390433651313669 14.572237689267261 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.028174751183125176 -0.016540692472820872 0.030704911416257415 -0.053833900238287727 0.055985949431569863 -0.087242328219170079 -0.081778144253201623 -0.085574131606098863 leaf_weight=32.562657333910465 43.589309951290488 440.23612976301229 219.51768372050719 490.89737794466782 27.143949837889522 66.277508125174791 390.52035582956159 leaf_count=163 429 7236 17450 10593 375 6276 47656 internal_value=0 -0.0297432 0.00253769 0.0332229 0.0483276 -0.045635 -0.0786964 internal_weight=0 1093.86 659.754 616.881 518.041 98.8402 434.11 internal_count=90178 72771 24686 17407 10968 6439 48085 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=8 9 5 1 3 7 split_gain=136.5 35.9099 73.95 51.9656 4.28826 12.0935 threshold=14.914060284370994 6.6705231022053164 10.367456900581763 7.53007672291261 7.555671347408925 7.0122783453851154 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.0083303856358043285 -0.081144205125772001 -0.051261693068034089 0.0072327452291478401 0.055940368681896051 -0.088158497571514879 0.1182558194631414 leaf_weight=208.75769526977092 9.7142297237878648 238.60011360817589 2205.1747096795007 314.70247272541746 163.22506214282475 3.2782757660606867 leaf_count=1647 1662 7013 37138 1793 40469 456 internal_value=0 0.00659905 0.00150296 0.030342 -0.0837462 -0.0259758 internal_weight=0 2967.23 2443.77 523.46 176.218 12.9925 internal_count=90178 47591 44151 3440 42587 2118 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=8 num_cat=0 split_feature=1 5 2 0 5 1 7 split_gain=45.4851 56.9955 42.7277 14.224 14.0502 11.8754 6.22764 threshold=7.2142317139668188 9.9384965954451534 14.266750722736537 7.3262118193312773 9.4308084680330087 7.53007672291261 3.8157480877757179 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.036146845402075543 -0.017406990502680002 -0.025994180486948383 0.0085595005450105881 -0.017679611464651072 0.072014172660249523 -0.078401877525338115 -0.028677506826560645 leaf_weight=28.234651756472886 46.473677698057145 429.81811319777626 2112.6119696967071 19.465085563191678 143.6370931105921 105.98888859996805 29.067340326495469 leaf_count=302 517 22718 60763 197 1002 4380 299 internal_value=0 -0.000861238 0.00271 0.0462891 0.0612674 -0.060044 0.00333581 internal_weight=0 2694.89 2542.43 220.404 163.102 152.463 57.302 internal_count=90178 88378 83481 1800 1199 4897 601 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=8 num_cat=0 split_feature=8 1 2 5 3 1 7 split_gain=107.347 72.5194 92.6629 80.2001 11.7304 4.67979 0.953705 threshold=14.916270404062788 8.8388619604968621 13.370736507846329 11.395889822400276 6.2423815403969032 10.53326076001043 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.040856901600855637 -0.056306931898148518 0.05241684302642502 -0.047311653048401035 0.0036361206602729063 -0.02293080625362108 0.069874028895268864 -0.086614832287652987 leaf_weight=168.73704138677567 3.8671309121418727 520.37972558202455 400.00647203798871 953.71801874553785 3.2605345414485774 6.608937774784863 137.85355936054839 leaf_count=1114 191 14837 14443 19682 385 62 39464 internal_value=0 0.00918036 -0.0211277 0.0208803 -0.0777695 0.0224479 -0.0853151 internal_weight=0 2042.84 568.744 1474.1 151.59 10.4761 141.114 internal_count=90178 50076 15557 34519 40102 253 39849 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=8 num_cat=0 split_feature=3 0 7 2 3 3 7 split_gain=92.9135 48.7238 51.2942 30.6556 29.1416 27.7643 8.13308 threshold=9.350372350165296 8.3929958192941143 3.5270361845031446 14.849298063335128 10.079377184033069 8.3815884814088726 5.9163233873425307 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0049713809373992278 -0.096209702304264469 -0.075643351268516609 0.018007580001419957 0.0016056684151788466 -0.053567033282913949 -0.052233325349422377 -0.053873256280587895 leaf_weight=362.47539097024128 57.697202567360364 60.191264710039832 1332.7261459403671 243.63846077502239 156.63920975138899 188.35854128585197 248.634228362469 leaf_count=12571 1395 1002 37390 8185 8403 8001 13231 internal_value=0 0.00395458 0.0139093 -0.0383648 -0.0200646 -0.021198 -0.0621344 internal_weight=0 1943.75 1392.92 706.609 400.278 550.834 306.331 internal_count=90178 58964 38392 31214 16588 20572 14626 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=8 num_cat=0 split_feature=9 8 8 9 9 0 9 split_gain=197.857 127.43 119.373 28.9682 10.8531 31.9319 0.891771 threshold=8.2806248505865856 14.930690994557574 14.903695585838657 9.9418661416306637 7.9342042901822838 8.8767176185970644 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.089165316254844085 -0.040263277236825115 -0.094474299946545867 0.03729100823993519 -0.021140684746956802 0.062732098176894555 -0.07568850956227216 -0.068299874013567782 leaf_weight=196.11331453488674 244.10018218716141 114.48242087895051 1044.5434516635723 102.33268928853795 20.726615260355175 72.475978024362121 44.906678714498412 leaf_count=35526 21329 2635 15330 803 1023 7497 6035 internal_value=0 0.0106383 0.0225805 -0.0601182 -0.0743071 -0.044567 -0.085576 internal_weight=0 1505.46 1288.64 216.815 334.223 93.2026 241.02 internal_count=90178 40097 36659 3438 50081 8520 41561 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=8 num_cat=0 split_feature=7 8 4 0 0 8 8 split_gain=84.6316 95.7345 78.1415 40.7402 36.582 35.8725 28.8962 threshold=3.3447386312324041 14.908595028305081 17.04402889909527 10.485722705959107 7.6292039315387203 14.933247009824294 14.927853812706594 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.050886830849924652 -0.055643701607075713 -0.0053107225750530932 0.031690404659574664 0.014014123523684802 0.065597355028059773 0.21955711759166918 -0.069123433390030117 leaf_weight=45.665778188267723 446.71125036850572 2792.5430294824764 716.32002142397687 102.90860320208594 159.32758343196474 16.046147670131177 34.19519223459065 leaf_count=543 37451 35105 9042 5145 2509 134 249 internal_value=0 -0.00383292 0.00224978 -0.0425995 0.0554239 0.0808492 -0.000718999 internal_weight=0 4058.48 3508.86 549.62 255.235 175.374 79.861 internal_count=90178 86743 44147 42596 3435 2643 792 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=8 num_cat=0 split_feature=6 0 5 3 10 0 4 split_gain=97.5014 71.7498 120.569 72.7262 24.6451 23.4706 13.3459 threshold=9.2440753006228729 9.1692059038818119 10.942658813902769 7.4126353286476485 10.019588091306568 9.406373448799469 18.57500803766936 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.020784074106507254 -0.025752981283357769 -0.10470283792167623 -0.016330764228806329 0.040550309103378659 -0.054434577973359093 0.016089584568432031 -0.00090460783214457599 leaf_weight=1773.7767150846194 470.80308436852647 35.016817937896121 1725.9655050566071 833.39536100317491 307.69857421179768 186.47975444607437 54.890981664822903 leaf_count=19343 7304 321 20442 16088 17386 7231 2063 internal_value=0 0.00886862 0.00248074 0.0345796 -0.025457 -0.0138753 -0.0463557 internal_weight=0 4368.15 3499.74 868.412 1019.87 657.283 362.59 internal_count=90178 56194 39785 16409 33984 14535 19449 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=8 num_cat=0 split_feature=8 0 2 10 10 0 10 split_gain=188.087 113.943 137.212 101.051 9.90289 8.88767 5.21626 threshold=14.912049036752725 7.6870462158359087 14.313389505619282 7.5650633076543903 7.0247843423256073 7.844908726284209 12.394774688464326 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.079126823827325221 -0.035807834201027657 -0.031633350955195406 0.0095495865156316855 0.084197735606746357 -0.088255554086820884 0.070233613746674681 0.01658332945003679 leaf_weight=6.5013670055195671 90.171823275275528 1003.9211118001258 4148.9567346656695 307.85644123610109 240.01851923781214 7.4964440143667161 4.5445745561737558 leaf_count=430 807 14295 27142 1763 44200 264 1277 internal_value=0 0.00550832 0.00152145 0.0569893 -0.0815843 0.000211806 -0.0862478 internal_weight=0 5550.91 5152.88 398.028 258.561 13.9978 244.563 internal_count=90178 44007 41437 2570 46171 694 45477 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=8 num_cat=0 split_feature=7 8 5 2 5 8 7 split_gain=145.981 178.388 146.738 85.9751 47.683 29.9032 18.6944 threshold=7.9002458661174435 14.849259031560523 11.748821011074428 14.277577239481586 10.259444080357182 14.868435148513482 6.7904403183289306 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=0.054810617996354651 -0.041297334161489535 -0.090145885033621698 0.013605958789800421 0.065075382546023117 -0.015235998767919191 -0.078010265870619114 -0.048726947647647845 leaf_weight=171.45113391801715 88.782985212572385 308.15854780888185 48.207288048695773 502.44348515808815 221.91195797757246 132.6779122481239 175.28035318903858 leaf_count=2404 2414 36042 438 11289 3513 17179 16899 internal_value=0 -0.0346355 0.0249579 0.0490589 0.0153561 -0.0536533 -0.0752602 internal_weight=0 876.802 772.112 591.226 393.363 180.885 483.439 internal_count=90178 58858 31320 13703 5917 17617 52941 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=8 5 8 9 3 7 split_gain=121.626 34.8137 40.2782 27.6849 4.40176 10.2814 threshold=14.914060284370994 13.909365400813877 14.647819763413478 10.249070661019582 7.555671347408925 7.0122783453851154 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.040357658113269704 -0.080406773717905666 0.18118403248849688 0.0077134110205605002 -0.052092778672115862 -0.088011803613314399 0.099763346689592025 leaf_weight=185.09774876886513 8.8977926817024109 18.395402293070223 2751.2601601320785 6.3842799761332563 148.76847499495489 3.6939125207718453 leaf_count=4232 1662 285 42271 803 40469 456 internal_value=0 0.00568789 0.00467047 0.121393 -0.0832037 -0.0241007 internal_weight=0 2961.14 2936.36 24.7797 161.36 12.5917 internal_count=90178 47591 46503 1088 42587 2118 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=116.183 38.5172 82.4865 67.6757 0.125494 threshold=14.912654301527263 14.849259031560523 14.892420099699093 14.601153418519075 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.010758438538537881 -0.039264628226817783 -0.037892959382163131 0.01070786501247528 0.066316996974468467 -0.088534706023716173 leaf_weight=199.25398032402154 2.7747359575005239 428.07131353975274 1875.4424070076202 264.24158631416503 131.90391022965196 leaf_count=3571 710 23075 13845 6035 42942 internal_value=0 0.00696151 0.00166365 0.0332309 -0.0878165 internal_weight=0 2767.01 2303.51 463.496 134.679 internal_count=90178 46526 36920 9606 43652 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=8 num_cat=0 split_feature=8 8 7 2 3 8 7 split_gain=94.2112 62.8812 75.2144 47.6002 11.2329 4.56654 1.02673 threshold=14.916270404062788 14.801687455380572 5.0204703302865523 9.5580834386043634 6.2423815403969032 14.927853812706594 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.059209829116768233 0.061749352197601443 0.058734894473688216 0.0040058903971873757 -0.087834082248011897 -0.020019973513971976 -0.069723176623498348 -0.086299619278280004 leaf_weight=26.901582717895508 7.3944416381418687 297.16218672785908 1592.4297299262835 106.91276982729323 3.0925568371312684 2.9089785721153021 125.64084844029276 leaf_count=128 59 4170 38430 7348 385 194 39464 internal_value=0 0.00793776 0.0126392 -0.058053 -0.076874 0.0217461 -0.084874 internal_weight=0 2023.41 1889.59 133.814 139.037 10.3034 128.733 internal_count=90178 50076 42600 7476 40102 253 39849 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=8 8 8 6 8 1 split_gain=429.621 177.013 123.928 26.0955 13.0895 9.74796 threshold=14.890626881336633 14.890362634532156 14.512792609374946 4.9317471713750249 14.891696904234349 8.2831769242572211 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.10123613343286569 0.030542082613034979 -0.144590552310847 0.0067501681586901929 0.074073700411363005 -0.089832027333476575 -0.061621393704703688 leaf_weight=113.32295819977298 14.333733097184448 4.6379075832664958 1508.7408601837233 423.45610898733139 499.04986828652909 47.725276481476612 leaf_count=2151 138 30 19170 10265 57852 572 internal_value=0 0.0142569 -0.000851852 0.0713733 -0.0844226 -0.0401877 internal_weight=0 2050.16 1622.06 428.094 561.109 62.059 internal_count=90178 31616 21321 10295 58562 710 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=8 num_cat=0 split_feature=3 7 0 4 9 0 7 split_gain=179.184 110.327 90.0272 66.0231 8.29276 9.611 0.746186 threshold=9.0781409062988576 9.5608068175471317 10.311527917785876 18.57500803766936 8.1013735160171425 8.8887691559426596 10.497562817113865 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.086799044745183102 0.011479484315828698 0.055391660296273161 -0.058044137860138914 -0.024820233212578393 0.051800523410783894 -0.058972185927331916 -0.030500176079300112 leaf_weight=177.82325781980762 489.76620840618853 542.07407258765306 299.29919828125276 125.90677903406322 7.5533207695698357 138.54791808599839 3.788972023758105 leaf_count=39355 19550 11807 6094 1573 480 11024 295 internal_value=0 0.0103804 -0.0149315 0.0402581 -0.0713513 -0.0529321 -0.0857979 internal_weight=0 1457.05 789.065 667.981 327.713 146.101 181.612 internal_count=90178 39024 25644 13380 51154 11504 39650 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=8 num_cat=0 split_feature=0 10 8 8 2 4 8 split_gain=79.4429 80.9809 71.4098 71.8481 60.2378 54.8093 16.78 threshold=9.9433993397020437 9.435763153556012 14.903695585838657 14.929905939056884 11.682578314229954 13.900317863486658 14.931015058850724 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.074226430106477545 0.11624574666537391 0.095837220180175375 0.0060013680059048035 -0.031158023376902395 -0.06429714973699574 0.010262128096901881 0.26893314695889631 leaf_weight=34.149053277913481 44.211364446091466 83.042434279923327 2455.9294165512547 659.13563161389902 304.55785654194187 687.25963666976895 8.8655166327953321 leaf_count=502 947 1999 17936 15956 32017 20713 108 internal_value=0 0.0279316 -0.00661725 -0.00186889 -0.0501536 0.0195998 0.146251 internal_weight=0 823.379 3453.77 3115.07 338.707 770.302 53.0769 internal_count=90178 23767 66411 33892 32519 22712 1055 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=8 6 8 3 0 8 split_gain=142.768 80.477 78.3792 53.2753 3.39643 1.27044 threshold=14.917062066687118 7.4136118912394009 14.934267983690573 8.5386154289371969 13.365415874404215 14.914060284370994 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.088957029721292158 0.012234433644930381 -0.0080611085881955591 0.034047925069023953 0.053480668333588548 0.025151102523564485 -0.051256860709881141 leaf_weight=164.46377861179644 970.31473303167149 3229.8970050982898 511.09267259575427 461.98911899421364 2.3750875757541499 14.460112454195039 leaf_count=47379 5240 28383 2957 2457 227 3535 internal_value=0 0.00541823 -0.00230063 0.0255664 -0.0846232 -0.086212 internal_weight=0 5173.29 3740.99 1432.3 181.299 178.924 internal_count=90178 39037 31340 7697 51141 50914 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=8 num_cat=0 split_feature=8 7 6 8 10 3 3 split_gain=168.519 104.025 81.9064 17.9574 10.0658 7.82547 6.8947 threshold=14.912049036752725 8.9227366191199433 6.3752834714674353 14.929221475802182 7.0247843423256073 8.934597323333529 12.64073194337146 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.040282267299546815 -0.041542340471024682 -0.069574223987522416 0.0119637125031935 -0.025558590682896128 -0.08759251552357096 0.11985067326639649 0.07278652503623026 leaf_weight=10.466584426118059 303.08118273830041 170.12981595471501 4843.9275086913258 206.37593425577506 221.7768433598103 3.1589289229596025 2.005728763411752 leaf_count=626 2316 9003 30324 2364 45240 68 237 internal_value=0 0.00509088 0.00880556 -0.0455793 -0.0807785 0.00249909 -0.0858376 internal_weight=0 5523.51 5147.01 376.506 237.408 13.6255 223.783 internal_count=90178 44007 32640 11367 46171 694 45477 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=8 num_cat=0 split_feature=2 8 7 8 7 7 3 split_gain=132.378 108.265 83.0718 60.7975 37.3342 30.7219 27.4974 threshold=15.180136115310486 14.820894537509451 8.4179526480333653 14.88524577860194 7.8240363006924758 12.09016309432562 8.0393310568851799 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.049109635812333977 0.03153466585474108 -0.086738442298592802 0.06350773385818366 -0.047899193194909949 -0.032602149493920499 -0.060761225729766916 0.026869739131822071 leaf_weight=57.76880568289198 186.63169237971306 281.77676523121772 357.75805236550514 197.12879414088093 235.2251259306795 20.294770448468626 251.11617568833753 leaf_count=830 3695 38041 8759 15958 18974 682 3239 internal_value=0 -0.0342742 0.0234877 -0.00928709 -0.062218 0.056694 0.0125472 internal_weight=0 825.887 761.813 383.76 517.002 378.053 308.885 internal_count=90178 61084 29094 19653 57015 9441 4069 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=8 6 0 5 3 8 split_gain=110.24 33.1784 45.3826 35.3267 4.82778 0.119828 threshold=14.915402311525476 6.8439373106025139 7.9169065306143329 13.909365400813877 6.7046708222886204 14.915975245213344 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.0083013737087550572 0.031518331461641465 0.0081559608144694939 -0.065094936678599974 0.12896006043133712 -0.038944822222825283 -0.087868656569188075 leaf_weight=192.0240380812902 3.0422685799421734 2588.7695412264438 148.81906431179959 23.441361166012939 2.7537323289725455 136.21842921231291 leaf_count=1529 468 43963 2343 1176 705 39994 internal_value=0 0.00545823 -0.0238416 0.00928896 -0.0844389 -0.0871844 internal_weight=0 2953.05 340.843 2612.21 142.014 138.972 internal_count=90178 49011 3872 45139 41167 40699 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=6 num_cat=0 split_feature=8 1 2 6 8 split_gain=105.459 33.0007 34.7535 8.95261 0.157373 threshold=14.912654301527263 10.390360553341081 15.161836301224202 10.664543200991984 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.002145503224257622 -0.037469454494557991 -0.070517858020609961 0.028451832624755192 -0.0077068444343392902 -0.088442745597326303 leaf_weight=1977.098511477845 2.6456638798408667 66.118763696344104 672.28797763818875 34.6886518097308 120.17771111387992 leaf_count=23165 710 5350 14690 3321 42942 internal_value=0 0.00668516 0.00882901 -0.0491921 -0.0876562 internal_weight=0 2750.19 2649.39 100.807 122.823 internal_count=90178 46526 37855 8671 43652 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=8 num_cat=0 split_feature=8 3 2 8 9 3 0 split_gain=88.9028 88.6835 106.494 54.3422 50.3993 134.122 11.7735 threshold=14.897163769351938 8.7962391824311101 13.507949299309066 14.801687455380572 7.8816457753511378 8.6378092401241009 8.4504249426996729 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.042472191096850187 -0.081950923935336331 -0.045296828484270933 -0.046889629288035334 0.042807765649819744 0.10344833129147533 -0.036950977227674341 -0.037033230796812512 leaf_weight=207.62630280014127 146.21365441405214 75.617146466218401 368.84540942695457 832.65205370786134 86.020897983049508 311.0045069878397 101.3156626530108 leaf_count=1415 16190 5699 13101 17081 3667 21303 11722 internal_value=0 0.0159753 -0.0146866 0.0354309 -0.0284718 -0.0063481 -0.0637888 internal_weight=0 1484.74 576.472 908.269 644.555 397.025 247.529 internal_count=90178 37296 14516 22780 52882 24970 27912 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=6 num_cat=0 split_feature=8 8 8 5 8 split_gain=382.66 141.623 296.56 6.70793 0.89566 threshold=14.89098124964333 14.572237689267261 14.601153418519075 11.117616444070858 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.059249367303624227 -0.043005724266849142 0.13367972994936245 0.0050447608509769544 -0.10771111036068247 -0.089719095684189315 leaf_weight=52.455971881281585 6.8698541530175126 199.01814775448292 1724.7625983189791 78.090311960317194 454.61191697750473 leaf_count=1967 355 1065 28400 539 57852 internal_value=0 0.0115594 0.0184148 -0.0888367 -0.0891182 internal_weight=0 2054.33 1923.78 130.546 461.482 internal_count=90178 31971 29465 2506 58207 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=8 num_cat=0 split_feature=9 4 7 3 9 0 9 split_gain=163.34 104.288 95.2198 47.3858 11.0668 28.3827 1.07852 threshold=8.2806248505865856 18.047209858009079 6.232531647769286 11.088627166114227 7.9342042901822838 8.709272452008074 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.088880011366988962 -0.055959755503757695 -0.075334736928067483 0.033774585055153433 0.0048259310711427075 0.090847843479981275 -0.065294463095467589 -0.065640312774661966 leaf_weight=167.37106737156864 133.01215445884736 179.19161289662588 1009.4355098006199 124.63781143631786 12.86926840234082 74.269718370516784 40.339435808127746 leaf_count=35526 5629 3620 29289 1559 414 8106 6035 internal_value=0 0.00943799 0.0232873 -0.042543 -0.0721078 -0.0414652 -0.0847028 internal_weight=0 1446.28 1142.45 303.829 294.849 87.139 207.711 internal_count=90178 40097 34918 5179 50081 8520 41561 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=8 num_cat=0 split_feature=5 4 3 3 3 2 2 split_gain=75.4994 77.8617 71.6402 43.2257 24.3135 16.3682 10.4132 threshold=14.784570124804917 10.656045274559625 7.6635694120840094 8.8993085308512256 11.951487375877063 12.168866103756347 15.252725048498185 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.026816388299311763 -0.019417219957653605 0.036341864589008191 -0.0096663039503592074 0.12112027058365432 0.085331298601936834 0.15660933617872796 -0.043780422536310717 leaf_weight=177.73873894813005 5.7262456617318085 373.28652842831798 3534.6632288381224 66.350671987282112 10.184440762735905 45.511030850349925 13.204732459038494 leaf_count=2347 124 4141 81390 1238 285 477 176 internal_value=0 -0.00183573 -0.00526344 0.0528405 0.0989859 0.136942 0.0136328 internal_weight=0 4152.04 3907.95 244.089 74.6264 51.2373 23.3892 internal_count=90178 89116 85531 3585 1062 601 461 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=8 5 8 0 5 4 split_gain=127.684 74.7265 113.334 68.6458 4.03641 1.2964 threshold=14.917062066687118 10.942658813902769 14.93311344364446 7.7612372986478588 14.235101055907755 6.2674495412130637 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.013499123406305328 -0.013492288739545392 -0.016237412855801419 0.025256039535476872 0.030983738187421159 0.016395197158405161 -0.087631627018475738 leaf_weight=2.7984202603693111 453.18581188935786 2300.1705445909174 921.03542943298817 1473.663097352488 3.6090131429955354 158.78276054060552 leaf_count=560 2253 22665 4595 9524 876 49705 internal_value=0 0.00494935 -0.00436909 0.0205216 -0.0841068 -0.0864387 internal_weight=0 5148.05 3221.21 1926.85 165.19 161.581 internal_count=90178 39037 27260 11777 51141 50265 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=8 num_cat=0 split_feature=8 3 2 5 10 8 3 split_gain=149.317 95.1352 91.0128 86.2422 10.1033 7.675 6.57087 threshold=14.912049036752725 9.0781409062988576 14.032379051975953 11.41730268742654 7.0247843423256073 14.887810450428484 12.64073194337146 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.034731942094989157 -0.024975797040909267 -0.066797270528645647 0.017086892696012271 -0.0047444543922553111 -0.087304978984561049 0.13346083231701264 0.066837243685419864 leaf_weight=10.851728945504872 595.57208238891326 301.89401662163436 3737.8313942863606 860.27702291717287 201.59896104590734 2.519456254085525 2.1181433913297942 leaf_count=430 4954 3676 21625 13752 45240 264 237 internal_value=0 0.00448759 0.0113015 -0.0209073 -0.0798824 0.00404114 -0.0853836 internal_weight=0 5495.57 4333.4 1162.17 217.088 13.3712 203.717 internal_count=90178 44007 26579 17428 46171 694 45477 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=8 num_cat=0 split_feature=9 5 5 9 9 8 8 split_gain=128.859 135.854 134.341 83.9676 51.4945 41.0511 10.2401 threshold=8.5044958837421536 11.700696289573145 10.132047387665002 11.183606975632904 6.7255041784953802 14.820894537509451 14.085846118895374 decision_type=2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.071445896586482191 0.042235790384116081 0.01703333465939072 0.01496111392730317 -0.10624047728456849 0.060031931170940668 -0.072783993303027081 -0.086491590310282696 leaf_weight=38.554505580686964 748.19350434461376 69.061549823731184 9.9793822849169356 39.189590146532282 120.3953245744342 188.91364223463461 326.77883875981206 leaf_count=2565 14245 458 99 443 2613 20336 49419 internal_value=0 0.0140905 -0.047763 0.0347205 0.0278937 -0.0487664 -0.0834498 internal_weight=0 1045.36 495.708 787.383 158.95 257.975 336.758 internal_count=90178 35482 54696 14688 5178 20794 49518 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=8 0 1 1 3 8 split_gain=99.6375 31.043 50.5211 20.3281 4.73335 0.141323 threshold=14.915402311525476 7.7126971480383348 7.6196535477502811 7.2142317139668188 6.7046708222886204 14.915975245213344 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.014614559695820595 0.030134193587293981 -0.055099879777368077 0.0046992606467245752 0.044585763228304202 -0.037633502995106843 -0.087711114306053217 leaf_weight=72.205143271014094 3.08870885381475 148.97564810723998 2436.0385675510915 285.47240954055451 2.6597118663194115 124.5331964349607 leaf_count=674 468 1442 45173 1722 705 39994 internal_value=0 0.00505874 0.00123303 0.0326274 -0.0839811 -0.0869657 internal_weight=0 2942.69 2585.01 357.678 130.282 127.193 internal_count=90178 49011 46615 2396 41167 40699 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=95.5538 34.846 86.1716 45.1213 0.183309 threshold=14.912654301527263 14.868435148513482 14.891696904234349 14.601153418519075 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.008802979894018936 -0.035981705508259458 -0.047442130775632779 0.0087867584819812453 0.051915328711943036 -0.088349895258248115 leaf_weight=194.13591537863249 2.5451636605430386 317.05652738502249 1903.8933845660067 328.98618596437154 109.7668905070459 leaf_count=3571 710 21300 14200 7455 42942 internal_value=0 0.00621555 0.000741942 0.0294083 -0.0874912 internal_weight=0 2744.07 2220.95 523.122 112.312 internal_count=90178 46526 35500 11026 43652 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=8 num_cat=0 split_feature=8 9 6 8 3 0 7 split_gain=81.4422 58.1807 74.4043 54.4279 9.53408 4.24323 1.09038 threshold=14.916270404062788 7.2280911106968047 7.6381691953422628 14.894177514361893 6.2423815403969032 8.6537117469342366 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0076333240483364793 0.066819976375922505 0.061828249263218338 0.0053395205112829582 -0.069405563463603312 -0.01715366563851136 -0.053755966007522839 -0.085868540712020061 leaf_weight=193.80597579153255 5.8103334148181585 282.45775518601295 1315.6937621537072 172.77746259758715 2.9334748398978254 4.1583375023910776 111.12100507703144 leaf_count=3559 142 4736 35680 6101 385 111 39464 internal_value=0 0.00711291 0.0153558 -0.0287665 -0.0761248 0.0162075 -0.0842657 internal_weight=0 1964.73 1598.15 366.583 124.023 9.96867 114.054 internal_count=90178 50076 40416 9660 40102 253 39849 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=6 num_cat=0 split_feature=8 8 8 5 8 split_gain=350.289 129.713 129.1 73.7595 0.977453 threshold=14.89098124964333 14.888650765397751 14.601153418519075 11.117616444070858 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.043470457763073705 -0.040834802015429335 -0.0042429738819325241 -0.031183726768666195 0.059354564618295226 -0.089615019392868367 leaf_weight=318.06670446111821 6.5602718229638404 260.1152196098119 844.69247360248119 608.09185129031539 415.20116211089771 leaf_count=3571 355 3268 11005 14127 57852 internal_value=0 0.011094 -0.0107427 0.0403178 -0.0889547 internal_weight=0 2030.97 1162.76 868.207 421.761 internal_count=90178 31971 14576 17395 58207 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=2 8 8 8 6 3 split_gain=148.738 185.108 193.09 34.6761 23.1052 19.6965 threshold=11.861833659255757 14.913185407320695 14.927118777216934 14.877113625005363 7.2002025186416185 11.550983888816198 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.091972182588604914 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0.0153567976791921 -0.0057133238959671036 0.12300309816839046 leaf_weight=1581.3638298227452 191.89503398438683 886.86581198411295 580.43439888162538 64.17063383560162 287.45116122957552 511.69357900321484 93.796956645324826 leaf_count=25239 4501 20663 14122 1519 5322 17391 1421 internal_value=0 -0.00661144 0.00443375 0.0248293 -0.026931 0.00480573 0.065033 internal_weight=0 3336.12 2161.8 861.556 1174.32 575.864 285.692 internal_count=90178 65346 39361 24832 25985 18910 5922 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=8 10 0 0 0 8 split_gain=114.566 72.3937 108.897 43.9108 3.56929 1.53155 threshold=14.917062066687118 9.7747015689184327 9.0881844608369668 12.23938336501603 13.365415874404215 14.914060284370994 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.08875279747314746 0.0024583675025308511 -0.025265898268113058 0.0438138163904018 0.088915388436786133 0.030874948418635525 -0.046080237065787073 leaf_weight=135.94469277583994 3431.8031656784005 878.96355828794185 780.80878953204956 34.057425219798461 2.2176505705574519 12.628136548039036 leaf_count=47379 20707 12703 4947 680 227 3535 internal_value=0 0.00459896 0.0101322 -0.0209141 -0.0835551 -0.0854581 internal_weight=0 5125.63 4212.61 913.021 150.79 148.573 internal_count=90178 39037 25654 13383 51141 50914 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=8 num_cat=0 split_feature=8 0 10 10 8 7 10 split_gain=137.474 123.018 100.752 77.3414 60.7542 58.2729 8.51763 threshold=14.926295702715089 8.9549965196770938 9.5121305882254692 9.0825933022799301 14.907335691510722 6.7724422548547505 6.4024571332175748 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.01166565826621898 0.010310712594774799 -0.044671884571152759 0.006561913057408119 0.04564796031302 0.0018354127970032542 -0.046420472642201699 -0.084859256759991605 leaf_weight=9.3802911660168302 1908.5709395660087 613.36969346529804 1022.3134649705607 916.52494994923472 578.63894928072114 439.84132946893806 183.57639359135646 leaf_count=265 10504 3213 6804 4671 6716 13874 44131 internal_value=0 0.00915375 -0.012666 0.021787 -0.0288197 -0.0190295 -0.0801309 internal_weight=0 4460.78 1635.68 2825.1 1211.44 1018.48 192.957 internal_count=90178 25192 10017 15175 64986 20590 44396 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=8 num_cat=0 split_feature=5 9 6 6 5 8 8 split_gain=115.714 120.382 86.7842 61.9582 56.9706 54.1309 10.6523 threshold=10.729244079221766 9.1496190301800855 8.1412495678603189 12.567011086365296 12.507091176668071 14.771689466117605 14.828882741269299 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.021356816451941863 -0.047285579605725332 0.020519206166010912 0.057218733181388218 -0.14035783211266858 -0.068158657547314747 -0.075613221423293714 -0.086410783518042725 leaf_weight=118.93926961347461 102.76701875263825 362.69208700052695 436.05965123331407 15.539146541152148 89.469778833270539 109.94929482176667 248.23078211647226 leaf_count=1403 1652 6414 10406 178 12473 11810 45842 internal_value=0 -0.0312706 0.0247384 0.0501252 0.00286073 -0.0253502 -0.0751224 internal_weight=0 803.16 680.487 451.599 452.162 228.889 350.998 internal_count=90178 66381 23797 10584 18887 13213 47494 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=8 4 9 6 4 8 split_gain=89.7942 29.8815 34.206 25.4507 1.00418 0.134962 threshold=14.915402311525476 16.841379823687735 9.3462774739984678 6.235404151573678 9.9130718397612743 14.915975245213344 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.043541264322395294 -0.02031194689420238 0.035712822656476656 -0.054217969614665455 0.0026253418335390566 -0.036055994303037547 -0.08579226651971919 leaf_weight=124.90714895218844 3.1940864148491519 446.02276625929517 45.826304043701384 2313.3786906107562 2.5495114753721273 113.28640147919941 leaf_count=1654 895 6019 4909 36429 686 39586 internal_value=0 0.00478296 0.0272408 0.000243464 -0.083463 -0.0850156 internal_weight=0 2930.13 491.849 2438.29 119.03 115.836 internal_count=90178 49011 10928 38083 41167 40272 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=8 num_cat=0 split_feature=3 5 2 2 1 1 5 split_gain=35.4516 44.3525 33.1922 30.753 25.2921 23.9815 5.97974 threshold=9.0995930011054131 11.542277916954374 13.993693819077535 15.063417264405386 7.2880368720252724 6.7811729855112457 11.190102115509829 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.045651635213030957 -0.070354357155599775 -0.028129023857918725 0.050908093153776417 0.030957505248809077 0.0090693219396575844 -0.035545562717031735 -0.033995286361335218 leaf_weight=41.695519358210731 129.84004089556402 176.54664431592391 155.97737785975914 173.82316554727731 1828.7082757804892 248.62873577946448 74.09457515028771 leaf_count=357 12683 14706 1236 7853 42347 7924 3072 internal_value=0 -0.0204215 0.00775988 0.00118927 0.0123814 -0.0237676 -0.0573745 internal_weight=0 554.304 2275.01 350.37 1984.69 290.324 203.935 internal_count=90178 38314 51864 22559 43583 8281 15755 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=8 num_cat=0 split_feature=9 2 5 2 6 6 9 split_gain=52.6629 69.5132 53.0387 44.337 41.2907 34.4686 16.9933 threshold=7.6529449269498793 13.546825074132277 11.498523057526635 15.223953973645715 6.6852142513537247 8.5201326416029701 7.0015175062705408 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=0.00091712129002948298 0.04979142061749673 0.029575878543299423 0.031181059056313756 -0.025796087481221121 -0.060176824268063193 -0.013515082304819119 0.060680181450638929 leaf_weight=112.10781190195121 459.02312215132406 59.779423243948258 230.04261482422589 92.69497818153468 337.47091719612945 680.40311359622865 81.699420992052183 leaf_count=1661 11269 3667 6363 11671 27521 27124 902 internal_value=0 -0.0227149 0.0126323 0.0370682 -0.0466302 -0.00219987 0.0262924 internal_weight=0 591.058 1462.16 551.718 397.25 910.446 193.807 internal_count=90178 33751 56427 22940 31188 33487 2563 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=8 8 8 7 8 2 split_gain=318.667 145.141 100.35 28.7799 12.5447 8.69842 threshold=14.890626881336633 14.890362634532156 14.512792609374946 1.0000000180025095e-35 14.891696904234349 14.865650770925434 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.097038827582053802 -0.065556474355459679 -0.15731679297061346 0.0049163083656272692 0.070580542365879004 -0.089516055412383069 0.014437503867760566 leaf_weight=102.42463552742265 40.235420232522301 4.7147311102598897 1448.9558590610977 371.15797342546284 378.03470126050524 19.812654590583406 leaf_count=2151 533 34 19170 10261 57852 177 internal_value=0 0.011648 -0.00187311 0.0673121 -0.0827463 -0.0393586 internal_weight=0 1927.25 1551.38 375.873 438.083 60.0481 internal_count=90178 31616 21321 10295 58562 710 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=8 num_cat=0 split_feature=9 2 8 8 7 9 5 split_gain=136.002 109.379 148.551 27.9988 6.1542 8.50428 0.89689 threshold=8.1013735160171425 11.861833659255757 14.913185407320695 14.877113625005363 9.5608068175471317 7.7531584140482943 12.562049446400332 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.084684678986344367 -0.090208617143168066 -0.077609533667006153 0.012173564388022315 0.085623968894834021 -0.086396604176573605 0.04745224103030031 -0.04939885957313165 leaf_weight=188.7216386286309 8.7411939089652133 224.27098386484431 1011.919446400716 181.42833083495498 8.3159410207299533 8.7575002968078461 12.581235912977716 leaf_count=43947 331 23959 14394 5673 636 328 910 internal_value=0 0.00671811 -0.00416455 0.0771122 -0.0778537 -0.0189145 -0.0827344 internal_weight=0 1426.36 1236.19 190.17 218.376 17.0734 201.303 internal_count=90178 44357 38353 6004 45821 964 44857 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=8 num_cat=0 split_feature=8 7 4 2 0 6 2 split_gain=66.2516 69.4787 65.2695 42.3932 33.6723 18.0545 9.70307 threshold=14.899147067329563 2.8669616774619882 17.684334454576454 13.714806311791465 8.404479623089216 4.9317471713750249 9.2310226958755344 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.056040478690250056 0.02578924570459621 -0.0042671443058539642 0.034554235455684347 0.092397991184637762 0.12173405422910642 -0.067144290182386698 -0.0079254082369844964 leaf_weight=30.627416939474642 78.617906379047781 3112.2212840474676 502.06183679203968 6.4616013726918018 68.55242688767612 251.49110866716364 94.039111031685024 leaf_count=407 600 42991 6031 180 420 35617 3932 internal_value=0 0.00388537 0.00113362 -0.0397392 0.0710006 -0.0628064 0.00811029 internal_weight=0 3761.45 3614.28 382.619 147.17 257.953 124.667 internal_count=90178 50042 49022 40136 1020 35797 4339 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=8 8 0 10 5 4 split_gain=102.396 68.617 83.6295 72.6796 4.33572 1.46234 threshold=14.917062066687118 14.93085434724939 8.7547680168717594 8.7145808716625783 14.235101055907755 6.2674495412130637 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0070445635444304038 0.011980096102060892 -0.0025044640095546497 0.032885338262931989 -0.022962841149101063 0.023951602825507332 -0.087177399787086593 leaf_weight=2.5041245378088197 1044.1574769853614 1326.7300807312131 1343.0525618521497 1382.0317390404525 3.3038522531860499 131.52494766615564 leaf_count=560 5992 7345 7197 18503 876 49705 internal_value=0 0.00424509 0.0153043 -0.00792573 -0.0829505 -0.0857435 internal_weight=0 5095.97 2669.78 2426.19 137.333 134.029 internal_count=90178 39037 14542 24495 51141 50265 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=8 num_cat=0 split_feature=8 0 10 10 5 1 1 split_gain=117.573 100.691 114.892 75.8957 10.6254 7.01807 5.14414 threshold=14.912049036752725 7.8051977159271564 8.4700903537452277 7.5139353511990938 13.343066176694569 6.3193560299700344 9.6794035617765193 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.00015159577569671812 -0.039265691175070665 -0.044034979903287107 0.0044306680351835423 0.060903392826169737 0.13896158133992029 -0.087851687597870293 -0.019109574298467335 leaf_weight=9.5819060858339054 90.008672024123371 550.37534026242793 4331.4190661236062 453.83579738531262 2.0029524052515617 164.88631124867243 5.9326669283618685 leaf_count=245 836 5094 35372 2705 230 44014 1682 internal_value=0 0.00350921 -0.00104127 0.0442833 -0.077899 -0.0830452 0.0318741 internal_weight=0 5425.64 4881.79 543.844 182.404 174.468 7.93562 internal_count=90178 44007 40466 3541 46171 44259 1912 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=8 num_cat=0 split_feature=9 2 6 8 8 9 9 split_gain=104.019 74.1385 56.0064 55.3937 46.1579 14.8969 9.71344 threshold=8.5044958837421536 15.090172193907593 8.1412495678603189 14.828882741269299 14.771689466117605 5.9991806917619623 8.1597086361600848 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.10661586127413865 0.029885502913155407 -0.063639896924318748 0.044661545287097801 -0.048512871852080641 -0.082130940004425446 0.0029970775534201269 -0.037965436632458688 leaf_weight=12.416896158363668 138.25491711124778 51.529289104742929 536.6989138929639 255.0265302384505 203.64394262988935 162.77232041023672 69.39652335154824 leaf_count=147 1942 1433 15008 17099 45595 2009 6945 internal_value=0 0.0126336 0.0350823 -0.0209467 -0.0454553 -0.00533299 -0.0710852 internal_weight=0 981.51 588.228 393.281 448.23 175.189 273.04 internal_count=90178 35482 16441 19041 54696 2156 52540 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=8 9 3 3 3 3 split_gain=80.5869 31.1444 50.1931 41.0066 4.95791 0.253052 threshold=14.915402311525476 6.6705231022053164 8.7189419634524477 8.0527908182990515 6.7046708222886204 7.555671347408925 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.0051043388766652611 0.035932954428815854 -0.014739099739126939 0.014236533643104211 0.063426448395278889 -0.050371882098799114 -0.088274791344674614 leaf_weight=330.48617277597077 2.9007621487835413 1223.4660641442169 1167.1807002854766 188.96369477338158 6.4280708040460004 99.777012138016289 leaf_count=2421 468 14418 31012 1160 1605 39094 internal_value=0 0.00423348 -0.000592347 0.0264017 -0.0829208 -0.086472 internal_weight=0 2910.1 2390.65 519.45 109.106 106.205 internal_count=90178 49011 45430 3581 41167 40699 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=6 num_cat=0 split_feature=8 8 8 2 4 split_gain=85.1023 31.5378 59.1918 47.046 0.237589 threshold=14.912654301527263 14.81036057168097 14.601153418519075 13.993693819077535 19.48456949885885 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0069709746554256647 -0.088250121825455968 -0.04560191717345545 0.07248161149196268 0.0054554627590023023 -0.033155136542959214 leaf_weight=188.9980945585994 99.264396894504898 196.13594288012246 184.77663863910129 2133.8528676661663 2.3791928160353555 leaf_count=3571 42535 6746 4260 31949 1117 internal_value=0 0.005471 0.0323952 0.00113979 -0.0872961 internal_weight=0 2703.76 373.775 2329.99 101.644 internal_count=90178 46526 7831 38695 43652 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=8 num_cat=0 split_feature=8 8 4 9 5 8 2 split_gain=72.3449 58.382 71.332 48.1895 7.80327 1.96788 1.39785 threshold=14.916270404062788 14.859092336325736 12.624535423287986 10.414649124261979 14.97309612268935 14.91888241682727 10.923627405935898 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.069222052780313209 -0.034978408024633478 0.069345881743189355 0.0056938991941959845 0.04839425882529326 0.092093551591436784 -0.084872624509726574 -0.0099345419310971073 leaf_weight=158.14448691625148 10.716168332583036 198.44399777066428 1503.7298657118226 43.821212146314792 2.1267292891570824 97.585337925789645 2.0451092692092061 leaf_count=9229 3863 3704 36056 1087 64 35708 467 internal_value=0 0.00711296 0.013151 -0.0435897 -0.0750776 -0.0803009 0.0498275 internal_weight=0 1904.14 1702.17 201.966 112.473 108.302 4.17184 internal_count=90178 50076 39760 10316 40102 39571 531 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=284.75 111.971 241.53 5.29635 1.1052 threshold=14.89098124964333 14.572237689267261 14.601153418519075 14.512792609374946 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.094603455499621097 -0.037245511209021462 0.1217294965929453 0.0028858908247279555 -0.039335275499150002 -0.089421196763851796 leaf_weight=96.062431244412437 6.0789467218564814 190.0583529882133 1630.1581520889886 23.616318510146812 344.53966945619322 leaf_count=2151 355 1065 28400 355 57852 internal_value=0 0.00917826 0.015355 -0.0841137 -0.0886251 internal_weight=0 1939.9 1820.22 119.679 350.619 internal_count=90178 31971 29465 2506 58207 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=8 num_cat=0 split_feature=3 2 8 7 2 8 2 split_gain=128.701 98.4044 112.991 41.5593 5.76961 7.51267 2.68311 threshold=8.9442252102272715 14.202567008527577 14.915081707962008 5.415522888972979 13.199148456059392 14.915975245213344 16.216745746960783 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.083598450282894365 -0.058506024670026052 -0.086283038337116466 0.0049861571369548274 0.052370374607637105 -0.081497468903290349 0.0097794884968358201 -0.0090607795895463316 leaf_weight=14.870659131440332 35.768666427407879 166.0083394604444 721.7173524943646 444.06659974891227 192.03576241713017 18.443977024871856 5.526266200002282 leaf_count=1447 1008 19824 11459 11703 43457 763 517 internal_value=0 0.00756321 -0.0121594 0.0440008 -0.0730029 -0.0331232 -0.0795271 internal_weight=0 1367.56 887.726 479.835 230.877 33.3146 197.562 internal_count=90178 43994 31283 12711 46184 2210 43974 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=8 num_cat=0 split_feature=0 6 9 0 4 9 0 split_gain=60.5564 68.586 58.6925 92.2868 64.02 48.9905 11.7469 threshold=9.9905076069232894 8.2300102237813295 7.7407608389759348 8.9213384134852038 17.070770753165331 9.476373909679884 11.883054026862572 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0012917481644054883 0.1183235149941978 0.055039896110106359 -0.033096978126254784 0.078601134878560533 0.01953923456934718 -0.0037446998159712066 0.027823126255344461 leaf_weight=1797.6649273614166 81.075796861900017 199.80943310260773 1078.9739943656023 156.22819250251632 293.24770196719328 481.8156835922855 18.265918464399874 leaf_count=33483 1329 4097 25889 2702 5402 17087 189 internal_value=0 0.024927 -0.00599907 0.00513322 -0.0218424 0.0135426 0.102126 internal_weight=0 780.967 3326.11 1953.89 1372.22 681.625 99.3417 internal_count=90178 22702 67476 36185 31291 21184 1518 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=8 6 3 8 5 4 split_gain=91.9382 68.3985 73.9601 30.2679 4.19781 1.46831 threshold=14.917062066687118 8.8121809137436529 8.9173776563701903 14.93299045176016 14.235101055907755 6.2674495412130637 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0064239491884745623 0.0041245378224638802 -0.02576294264320524 0.039945570158957083 0.0047901531888832841 0.021951121403665976 -0.086931463484433702 leaf_weight=2.4780169195728368 2939.9416050105356 901.51501066546189 716.05227832519449 505.62139127776027 3.3791332213440901 119.77220450091409 leaf_count=560 17052 14517 4365 3103 876 49705 internal_value=0 0.00393916 0.0111493 -0.0147888 -0.0823278 -0.0853649 internal_weight=0 5063.13 3655.99 1407.14 125.629 122.25 internal_count=90178 39037 21417 17620 51141 50265 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=8 num_cat=0 split_feature=8 0 2 4 5 1 2 split_gain=105.312 89.78 116.999 77.9764 9.85499 5.75173 3.76961 threshold=14.907335691510722 8.2091983450132151 14.841037134898501 13.743234696186475 13.392789936838307 6.3193560299700344 14.63365844212163 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0060837243335582535 -0.006413179400304842 -0.022996121533325069 0.011038097935537965 0.044311685681778998 -0.042816801146708938 -0.088262443943535385 0.089449839565536274 leaf_weight=9.2034150916151685 473.91723960218951 1813.0486502673011 2278.1254842198105 838.45778593258001 3.0049159721820606 146.16406819230178 3.9500750874867663 leaf_count=241 3503 20448 16303 5528 784 42864 507 internal_value=0 0.00325526 -0.00404647 0.0260033 -0.0782491 -0.0834645 0.0341051 internal_weight=0 5403.55 4091.17 1312.38 162.322 155.367 6.95499 internal_count=90178 45782 36751 9031 44396 43105 1291 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=8 num_cat=0 split_feature=5 0 5 7 0 8 8 split_gain=104.484 142.113 67.7345 60.9217 60.9846 58.7356 6.735 threshold=10.516113252451268 9.7410343792488572 12.507091176668071 6.2137545184446052 10.703043246294223 14.877113625005363 14.828882741269299 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.023221958370044628 -0.056468635613762065 0.020143681439521166 -0.070879524163175764 0.071182534467744682 -0.094771638407221831 -0.094151813057470918 -0.089288068831593057 leaf_weight=140.68407030729577 97.892250424716622 463.59568991450942 98.21420299159945 285.96977171325125 23.140379225369543 60.007479738851544 220.45084421790671 leaf_count=2194 1754 10870 13676 8286 401 6526 46471 internal_value=0 -0.0261371 0.00413357 0.0307079 0.0584934 -0.012166 -0.0794043 internal_weight=0 880.153 561.81 509.802 309.11 200.692 318.343 internal_count=90178 72771 24546 17407 8687 8720 48225 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=8 0 6 7 3 9 split_gain=73.0053 30.0545 37.0088 18.4561 5.59873 10.9815 threshold=14.914060284370994 7.3898378960726587 6.4943087271072146 3.3447386312324041 7.555671347408925 7.4696347274316013 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.017064521577498187 -0.077715835561849259 -0.046039859771203409 0.0048457850575808125 0.077847513484722644 -0.087206104748762017 0.12423524855965601 leaf_weight=26.591553929727525 6.6434546631644462 150.12030735402368 2635.843643182423 83.855543582700193 96.304595285851974 3.1597065387177281 leaf_count=276 1451 2067 44708 540 40469 667 internal_value=0 0.00412609 0.0020883 0.0550481 -0.0799456 -0.00714932 internal_weight=0 2896.41 2785.96 110.447 106.108 9.80316 internal_count=90178 47591 46775 816 42587 2118 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=8 num_cat=0 split_feature=1 5 3 1 6 1 4 split_gain=29.4451 30.0212 29.757 28.54 5.382 6.60027 5.19419 threshold=10.247081588430721 9.6383445967260339 7.4644649240909082 7.2880368720252724 10.664543200991984 10.631908580812061 10.857215083691729 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.025910018224289899 0.041348214052175924 0.043279851490291586 -0.085531461473432546 0.0033819776884973286 0.049582180326617611 -0.038940270395836557 -0.066353302515549106 leaf_weight=35.702670590777416 4.1018537160707629 192.99929685698589 69.553055843571201 2368.0608402163489 10.515688869942094 30.794019130858942 77.23356922736275 leaf_count=498 406 1555 1957 65595 1761 8699 9707 internal_value=0 0.00424578 -0.0478425 0.00640437 -0.0456726 -0.0157669 -0.0604855 internal_weight=0 2666.32 105.256 2561.06 122.645 41.3097 81.3354 internal_count=90178 69605 2455 67150 20573 10460 10113 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=8 num_cat=0 split_feature=8 1 2 2 2 5 6 split_gain=64.2248 52.5263 87.1191 50.7567 8.06847 4.51942 1.18918 threshold=14.916270404062788 9.9444227127913027 13.546825074132277 9.5580834386043634 12.970039582877137 14.97309612268935 4.9317471713750249 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.036690422120345463 -0.032064675056817038 -0.056654736060288619 -0.024854889711565117 0.034524824926019701 -0.005915308517244023 0.094298837950136757 -0.086124669888853214 leaf_weight=320.50731432597968 10.272796691700931 65.992498970153974 807.24333040061174 698.43563781181001 2.0435254832846104 2.7792308341013259 88.93801193908439 leaf_count=2589 4320 1576 32322 13589 223 139 35420 internal_value=0 0.00637018 -0.00734667 0.0265896 -0.0739665 -0.000361619 -0.084407 internal_weight=0 1892.18 1127.75 764.428 104.034 13.052 90.9815 internal_count=90178 50076 34911 15165 40102 4459 35643 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=6 num_cat=0 split_feature=8 3 5 8 8 split_gain=259.757 107.387 94.5107 68.7019 1.18091 threshold=14.89098124964333 8.934597323333529 11.45752944071838 14.572237689267261 14.891696904234349 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.074413693904182718 -0.035216118961986315 -0.063058448838228337 0.0064865631874566725 0.036259702769492502 -0.089331617759063925 leaf_weight=58.514602588489652 5.8412979771383098 297.05886417208239 566.94795080926269 996.37035138532519 314.69293450342957 leaf_count=668 355 10271 7980 13052 57852 internal_value=0 0.00865911 -0.0174693 0.030056 -0.088458 internal_weight=0 1918.89 864.007 1054.88 320.534 internal_count=90178 31971 18251 13720 58207 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=8 num_cat=0 split_feature=7 8 8 9 0 9 2 split_gain=118.29 85.7014 90.411 40.4957 21.6382 40.7221 9.4241 threshold=7.1260300674374797 14.929797369120115 14.916782610882285 9.9418661416306637 10.157963546252516 8.1013735160171425 9.8339854806601732 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.081810917031774122 -0.01737642413477344 -0.083060175241102638 0.046839714307581659 0.0020815287961011347 0.027411929342736285 -0.0027800161827821017 -0.098674387754954088 leaf_weight=116.07466712640598 336.84820804235642 121.3643641739618 624.71206433267798 102.70158704277128 5.8895201278501181 147.30515493161511 99.934447748237289 leaf_count=33564 25866 5306 11498 830 87 10318 2709 internal_value=0 0.0113682 0.0243492 -0.0441993 -0.0533789 -0.0377876 -0.0914663 internal_weight=0 1185.63 961.56 224.066 369.204 263.38 105.824 internal_count=90178 43500 37364 6136 46678 43882 2796 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=8 num_cat=0 split_feature=2 3 6 8 6 8 2 split_gain=60.6987 58.1684 69.3951 61.8412 32.0755 14.1973 7.44514 threshold=16.146590504956283 7.6635694120840094 5.518791101331245 14.919105595273921 8.1727331716569793 14.895572711907471 16.599619673656793 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.039946185884328633 0.093726969648104133 0.089254478938618986 -0.0093404101909802754 0.050595943802695359 -0.063459930841630804 0.043658377087054764 0.19363494189783834 leaf_weight=95.333129081758671 21.91119328950299 71.934316307189874 3376.3308596957359 349.26278611738235 12.693304582207928 139.24499327968806 14.697419996315146 leaf_count=2509 432 982 79668 2417 2297 1666 207 internal_value=0 -0.00286662 -0.00725834 0.0311352 0.0550832 0.034353 0.13792 internal_weight=0 3892.86 3448.27 444.596 188.547 151.938 36.6086 internal_count=90178 85576 80650 4926 4602 3963 639 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=8 num_cat=0 split_feature=5 9 10 10 4 6 6 split_gain=66.6327 54.8801 117.341 73.9652 45.084 30.3554 25.0867 threshold=11.364831151402891 6.6521869566535052 7.8993213645752016 8.6196281757617239 17.805586341848372 10.153316030557244 10.240161521051871 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.031704265323609065 -0.013190348325705021 0.042582486123012873 -0.052871470480733831 0.0053990339414107039 0.047577534246026759 -0.023901535031368236 -0.049963259093867493 leaf_weight=301.64140182803385 1669.7237244365097 824.27006673073629 357.3346665117424 1521.8068489165744 193.44160423715948 84.822903154563392 207.97149837887264 leaf_count=3927 27634 11347 3080 27098 2899 3171 11022 internal_value=0 0.0113149 -0.0141682 0.0184756 -0.0117195 0.0257811 -0.0172877 internal_weight=0 3005.05 658.976 2346.08 2155.96 278.265 1877.7 internal_count=90178 45452 7007 38445 44726 6070 38656 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=8 num_cat=0 split_feature=8 8 9 7 9 5 3 split_gain=98.9784 90.9336 97.2409 49.0012 103.03 13.865 10.7829 threshold=14.926295702715089 14.935131040730631 6.2148541591619981 6.9197861297749643 7.9893754409139364 11.303529342714477 9.2512595335508347 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.032379822941577194 0.08997106146847822 -0.088068687834177165 0.0084575210175353629 -0.038267465677473848 0.053609546526650356 -0.034347751884200285 -0.070220160049997649 leaf_weight=507.09864197392017 151.02372623607516 59.962342905346304 3933.9194995816797 269.75380354560912 191.00943579614977 242.37213036231697 179.13809015392326 leaf_count=17578 791 1052 21923 14674 9934 1426 22800 internal_value=0 0.00757227 0.0114924 -0.0254085 -0.00880923 -0.0452575 -0.0511465 internal_weight=0 4387.28 4084.94 1147 698.108 302.334 448.892 internal_count=90178 25192 22714 64986 27512 2478 37474 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=8 num_cat=0 split_feature=7 8 2 9 3 8 7 split_gain=97.7362 109.082 60.8816 37.7684 25.6607 18.9163 15.7633 threshold=7.9002458661174435 14.871999165111028 14.277577239481586 8.1895122966581493 8.2558662431749443 14.781556778141429 6.7904403183289306 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.046833029146525748 0.020880661908472903 -0.089876138406835213 -0.061126691993919673 0.043286242569797045 0.019136334244795408 -0.074335334890588009 -0.044180473851923446 leaf_weight=72.491089881688822 28.477221927139908 205.97616433238727 36.33286864697584 504.02558789367322 297.50071893422864 73.422875827527605 124.24033933845931 leaf_count=1381 298 35567 4659 15205 5357 11158 16553 internal_value=0 -0.0311819 0.0227931 0.0361657 0.00611981 -0.0477817 -0.0728689 internal_weight=0 700.208 642.259 540.358 369.992 101.9 330.217 internal_count=90178 58858 31320 19864 6738 11456 52120 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=8 9 8 8 3 3 split_gain=66.1419 29.228 52.1094 46.2499 4.7932 0.320454 threshold=14.915402311525476 7.6529449269498793 14.390433651313669 14.647819763413478 6.7046708222886204 7.555671347408925 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.052048137074649559 0.033943812922923193 0.14750224994720207 -0.0153847679951309 0.014011884341927669 -0.047548340622100289 -0.088060582334139922 leaf_weight=111.2048701858148 2.9626177978934711 19.113558449957054 842.52696064836346 1918.1372618891764 5.9277430273359633 83.348660999879939 leaf_count=983 468 1158 32811 14059 1605 39094 internal_value=0 0.00381745 -0.0116047 0.010368 -0.0817543 -0.0859272 internal_weight=0 2890.98 861.641 2029.34 92.239 89.2764 internal_count=90178 49011 33969 15042 41167 40699 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=6 num_cat=0 split_feature=8 8 8 8 8 split_gain=77.2397 29.0112 46.3539 36.9248 0.291395 threshold=14.912654301527263 14.81036057168097 14.601153418519075 14.892420099699093 14.913676627498663 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0042267200360293095 -0.029991519920411477 -0.02414455703810096 0.066726194470891093 0.0075158679822423455 -0.088136832330966086 leaf_weight=182.90121328935493 2.1895210678630965 458.56827096646884 184.19116281211609 1855.3545353230729 90.27416236512363 leaf_count=3571 710 24850 4260 13845 42942 internal_value=0 0.00538246 0.031459 0.00123375 -0.0870956 internal_weight=0 2681.02 367.092 2313.92 92.4637 internal_count=90178 46526 7831 38695 43652 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=8 num_cat=0 split_feature=8 8 5 9 9 2 0 split_gain=58.2399 71.8203 77.9995 61.2212 37.9198 35.5813 11.8627 threshold=14.897163769351938 14.874443652260416 11.436955713868089 10.414649124261979 7.9342042901822838 11.505658135492753 8.404479623089216 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.05466484503152777 -0.079712975337345324 0.050940251515880663 -0.0026378839682773083 0.052285256481621127 -0.078955583092910703 0.0088173674850213542 -0.032780558001096319 leaf_weight=231.45678407797823 113.31834967332543 562.05345690436661 524.95479240361601 68.665976094081998 53.441819967571064 303.63470485302969 106.25743270729436 leaf_count=10453 15185 11493 14067 1283 4823 19385 13489 internal_value=0 0.0131327 0.0250868 -0.030103 -0.0246533 -0.00450297 -0.057253 internal_weight=0 1387.13 1087.01 300.123 576.652 357.077 219.576 internal_count=90178 37296 25560 11736 52882 24208 28674 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=8 num_cat=0 split_feature=3 5 0 1 1 5 10 split_gain=72.121 60.5466 39.0773 37.0352 34.1519 26.247 14.9173 threshold=8.5876976612772236 11.467676308728125 8.3689900797804864 11.043759500450847 9.7753239505468699 10.132047387665002 8.7145808716625783 decision_type=2 2 2 2 2 2 2 left_child=2 4 6 -3 -2 -4 -1 right_child=1 3 5 -5 -6 -7 -8 leaf_value=0.00091531504758185869 -0.030670798435299719 0.0067113270173379041 -0.069718633387360548 -0.052168056337270077 -0.089286144059090841 0.041166971606536547 -0.058229736400728052 leaf_weight=303.14931630389765 384.3760448016692 694.70443738467293 21.474416509096045 125.21101858458132 134.06909871479729 471.04471035319148 48.618621037225239 leaf_count=12661 16471 24757 681 7899 9777 15273 2659 internal_value=0 -0.0192589 0.018047 -0.00233286 -0.0459713 0.0362008 -0.00740115 internal_weight=0 1338.36 844.287 819.915 518.445 492.519 351.768 internal_count=90178 58904 31274 32656 26248 15954 15320 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=3 4 8 3 9 0 split_gain=105.924 82.036 81.2143 15.9301 3.28157 4.87831 threshold=8.8993085308512256 19.992260924989491 14.928789002129244 11.862443464672376 7.9342042901822838 8.8887691559426596 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.087275324184456202 0.024818304094661084 -0.11879033251664431 -0.039272622568333734 -0.017185926025990405 0.010163074375992742 -0.066048479053847822 leaf_weight=91.874698076804634 990.93419048405485 58.23883771232795 245.98946346191224 21.377214153413661 8.928963906131683 95.511766247305786 leaf_count=33142 38300 853 6400 216 813 10454 internal_value=0 0.00568987 0.012051 -0.0920608 -0.0728743 -0.0594983 internal_weight=0 1316.54 1236.92 79.6161 196.315 104.441 internal_count=90178 45769 44700 1069 44409 11267 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=8 num_cat=0 split_feature=4 4 3 3 8 8 1 split_gain=57.8621 62.9022 55.8629 34.8104 32.5253 21.1743 10.3945 threshold=10.656045274559625 17.362603789347506 7.2820048901685555 8.8993085308512256 14.739493989220632 14.897822350845894 9.1663751058590304 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.01102440777050372 0.047064786056256663 -0.029810497884752346 -0.012599238899816796 -0.034801463294740743 0.14054325897996123 0.029205089506158466 0.071639375747002895 leaf_weight=141.32794103759807 164.81598907674197 66.35866449738387 2935.0741243108641 12.632392524974419 54.646723841142375 640.29339958401397 34.537672988954 leaf_count=1983 1471 5160 71673 647 609 8253 382 internal_value=0 -0.00327434 -0.00941285 0.0469448 0.107593 0.0236289 0.0232661 internal_weight=0 3806.54 3099.89 243.145 67.2791 706.652 175.866 internal_count=90178 86557 73144 3621 1256 13413 2365 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=8 6 8 3 0 8 split_gain=82.415 59.884 69.3691 41.2653 3.78351 2.03972 threshold=14.917062066687118 6.9457809234482992 14.931946406735969 7.9506990956577619 13.365415874404215 14.914060284370994 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.08844048119108433 -0.0014462300705747418 -0.011222153969197013 0.015208840316702391 0.045214019815060728 0.038779994336395535 -0.036138737212680648 leaf_weight=102.478913873696 295.82594619225711 2581.813101035892 1612.1705099130049 526.21431006258354 2.0209871416445813 10.094527668727094 leaf_count=47379 1620 25506 8996 2915 227 3535 internal_value=0 0.00377872 -0.00106086 0.0284411 -0.081626 -0.08411 internal_weight=0 5016.02 4193.98 822.04 114.594 112.573 internal_count=90178 39037 34502 4535 51141 50914 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=8 num_cat=0 split_feature=8 0 10 6 1 3 4 split_gain=88.8422 78.7387 116.315 88.2383 8.8963 8.33283 6.01051 threshold=14.907335691510722 8.5307851046440035 9.3322120462446776 6.9457809234482992 6.7811729855112457 12.169823358078242 13.870070389066232 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.050667819528987516 -0.019676921422483701 -0.031001947590040848 0.0079877245699976427 0.02846534890549117 -0.08730084496927823 0.072687163003949132 0.08955979755338063 leaf_weight=6.0567115503363294 494.10345910442993 1262.7235743624042 1938.5379809069855 1649.3431531850947 131.11047935773968 2.6235684975981703 4.4102315043564886 leaf_count=334 3762 8900 22067 11053 43501 436 125 internal_value=0 0.00253476 -0.00739646 0.0173637 -0.0767418 -0.083646 0.0110745 internal_weight=0 5344.71 3201.26 2143.45 144.201 133.734 10.4669 internal_count=90178 45782 30967 14815 44396 43937 459 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=8 num_cat=0 split_feature=5 9 9 0 6 5 9 split_gain=90.6509 94.091 65.4041 51.6308 48.0731 33.4977 17.8196 threshold=10.729244079221766 9.580999342102297 7.9893754409139364 10.764345510417717 8.9200167303105733 9.8114929568947904 8.856342864875355 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.017834399704383247 -0.080419863552782356 -0.079053395539807891 0.053738659215486817 -0.068413537858023857 0.027689877708739222 -0.073757842821833439 -0.036908253382978019 leaf_weight=73.67814092739718 227.20961460776743 49.066276822239161 399.85660060844384 37.021429991698824 267.65411871104152 85.35812580154743 165.19123533205129 leaf_count=2259 44226 1340 9144 652 13943 11742 6872 internal_value=0 -0.0295799 0.0232907 0.0432548 0.0109565 -0.0314788 -0.0622429 internal_weight=0 709.121 595.914 436.878 316.72 159.036 392.401 internal_count=90178 66381 23797 9796 15283 14001 51098 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=8 2 2 8 4 8 split_gain=59.9419 28.1674 23.9474 11.348 1.31422 0.320818 threshold=14.915402311525476 15.474783942881347 12.970039582877137 14.899408278746956 9.9130718397612743 14.917301313055576 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.049022923659778381 -0.006901841401883266 -0.036329393869563624 0.0087682006117533236 0.008170730404679593 -0.044241366429289053 -0.085402077648361885 leaf_weight=72.830365775822429 2.5118394117744165 225.86480786511675 2505.5023480404925 76.24230447987793 5.4259498109749975 76.847491082560737 leaf_count=4835 895 10696 32336 1144 2398 37874 internal_value=0 0.00372987 0.0071174 -0.0251091 -0.0810963 -0.0832514 internal_weight=0 2880.44 2578.33 302.107 84.7853 82.2734 internal_count=90178 49011 37171 11840 41167 40272 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=6 num_cat=0 split_feature=8 3 5 2 4 split_gain=70.4687 26.3361 42.2392 26.0228 0.346894 threshold=14.912654301527263 9.0781409062988576 11.190102115509829 14.651567852890247 19.48456949885885 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0020076091817205952 -0.088034529177791157 -0.065863831286814417 0.00087515841343536115 0.020142751299693278 -0.027070951251164928 leaf_weight=960.51926737983013 82.544563482835656 122.58942764910171 407.4530098735122 1182.9376894524321 2.048742043436504 leaf_count=10163 42535 10019 11808 14536 1117 internal_value=0 0.00528502 -0.0146553 0.0102205 -0.0868916 internal_weight=0 2673.5 530.042 2143.46 84.5933 internal_count=90178 46526 21827 24699 43652 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=8 num_cat=0 split_feature=8 1 7 2 2 3 5 split_gain=53.8495 46.7154 57.9416 54.9032 10.3133 1.03297 0.978042 threshold=14.91888241682727 8.7228285616283561 5.5385308218452254 12.970039582877137 11.315548354583408 6.2423815403969032 14.97309612268935 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.04353611851186398 0.0075254243157076572 0.058729601395713926 0.004822667164403046 -0.041444469528896605 -0.030493202056030774 -0.088077378566802395 0.091257724975605387 leaf_weight=96.171645417110994 2.7766161582840132 239.54210012633121 1166.7559126086417 349.90811824952834 4.668464046670123 74.458732156243059 2.2701193351531401 leaf_count=730 1475 4789 34745 13717 226 34429 67 internal_value=0 0.00509659 0.0140401 -0.0230669 -0.076223 -0.0851029 0.054053 internal_weight=0 1852.38 1406.3 446.08 84.1739 79.1272 5.04674 internal_count=90178 53981 39534 14447 36197 34655 1542 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=5 num_cat=0 split_feature=8 8 8 2 split_gain=237.875 93.7635 95.4683 41.0119 threshold=14.891696904234349 14.889502581986347 14.601153418519075 14.336826066541413 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.04145987680548309 -0.089251073410260784 0.00020383536814056692 -0.024659293706377775 0.053876027986123877 leaf_weight=287.84424718504306 286.30437207742943 202.23280422994867 894.38494757795706 479.99876032891916 leaf_count=3571 57852 2135 11715 14905 internal_value=0 0.00849743 -0.00853944 0.0379897 internal_weight=0 1864.46 1182.23 682.232 internal_count=90178 32326 15286 17040 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=8 num_cat=0 split_feature=9 2 8 8 7 9 9 split_gain=97.5548 81.8706 111.45 24.2659 6.05963 7.43785 1.28063 threshold=8.1013735160171425 11.861833659255757 14.913185407320695 14.877113625005363 9.7461834386484885 7.7531584140482943 7.714096927547998 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.087472476474651673 -0.089352594197170954 -0.072585577452095082 0.0099155363481816527 0.080888476837548795 -0.083588763453816606 0.053832635000100874 -0.064450143226110507 leaf_weight=104.7586140158237 8.0541460391250421 196.41340821201447 959.10510774649447 152.46907599677797 6.3359664239687827 7.5294139244360849 54.014426013862249 leaf_count=35023 331 23959 14394 5673 532 269 9997 internal_value=0 0.00515964 -0.00415852 0.0718464 -0.0745843 -0.0103626 -0.0800927 internal_weight=0 1316.04 1155.52 160.523 172.638 13.8654 158.773 internal_count=90178 44357 38353 6004 45821 801 45020 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=8 num_cat=0 split_feature=0 9 8 6 4 4 8 split_gain=55.7187 54.9791 97.5782 50.9929 43.4962 41.5438 14.347 threshold=9.8690518544799009 7.7407608389759348 14.928467349856767 8.1265478754486775 16.864440125288066 13.232000316649193 14.893562915328795 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.018337755400776808 0.016051809120013114 -0.033155304695037267 -0.031942560994006733 0.091488782229668317 0.010286227860402538 0.0059108460309932592 0.10428445360411805 leaf_weight=1382.8147689122707 23.864227619196754 948.55083674890921 534.28439206490293 60.827838293567766 303.83379550860263 689.8352211684105 86.454749905271456 leaf_count=22835 986 22812 13339 1364 5650 22499 693 internal_value=0 -0.00633006 0.00431558 0.022343 -0.0226164 0.0129579 0.0855136 internal_weight=0 3169.48 1917.1 860.982 1252.38 750.663 110.319 internal_count=90178 64636 36174 25542 28462 23863 1679 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=8 num_cat=0 split_feature=10 9 10 0 9 10 10 split_gain=59.5331 92.9962 85.1179 21.5692 17.6852 9.1838 6.7561 threshold=7.5650633076543903 6.4104671060968021 8.4537669922524383 7.5650519734437349 5.6591766761881122 7.327044472037362 6.8180742650732657 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.019023384499920991 -0.084311725892216749 0.032286224071436415 -0.0036612422368015049 -0.024170953481511534 0.080652389830583399 0.03622874224737712 -0.083873836398132576 leaf_weight=13.580998052319048 147.9754961943836 794.35818148156977 3832.6737005721079 101.23398732068017 113.60648943122942 83.038614930817857 10.566297576762734 leaf_count=206 1222 11168 73341 872 1885 1392 92 internal_value=0 -0.000694731 0.00251578 -0.0600756 0.0522794 0.0621715 -0.0275469 internal_weight=0 4876.24 4627.03 249.209 220.792 196.645 24.1473 internal_count=90178 86603 84509 2094 3575 3277 298 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=8 num_cat=0 split_feature=8 0 10 10 2 7 3 split_gain=81.2191 96.5574 75.3648 65.0291 42.5542 44.9821 13.997 threshold=14.926295702715089 9.1916289931288215 9.5907743509547654 9.3322120462446776 14.841037134898501 7.8472143304031468 8.5301361689462389 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.025818885835729045 0.007592670745483668 -0.056576723898410008 -0.00092803527240268148 0.04131224656144402 0.011715367511665221 -0.061588173571332686 -0.05675633697350712 leaf_weight=283.09215069096535 2479.1255841436796 356.74915174767375 761.26018229103647 742.70349085703492 419.76220725520398 103.50642289237294 308.30526835692581 leaf_count=11384 13652 1976 5694 3870 18779 12320 22503 internal_value=0 0.00659024 -0.0187198 0.0153762 -0.0236603 -0.00287443 -0.0420157 internal_weight=0 4339.84 1118.01 3221.83 1114.67 523.269 591.397 internal_count=90178 25192 7670 17522 64986 31099 33887 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=8 num_cat=0 split_feature=7 8 2 4 9 7 8 split_gain=77.442 94.2569 51.6854 37.7981 22.0383 16.4635 12.8063 threshold=7.9002458661174435 14.849259031560523 13.714806311791465 18.997376887399181 8.5964758210226879 6.7904403183289306 14.771689466117605 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.014358155268709333 0.0085557813410913081 -0.084554172858997079 0.037512827394918812 -0.061045692637133636 0.037835701324709363 -0.038409950742999001 -0.094315688452359603 leaf_weight=178.12610941915773 16.342466036789119 200.09538013421115 510.71965645626187 41.223031999950763 146.62860254803672 130.18322343658656 43.968833777413238 leaf_count=2805 137 36042 20878 1488 3112 16899 8817 internal_value=0 -0.0290054 0.0204249 0.0300547 0.00925147 -0.0665367 -0.0667559 internal_weight=0 655.033 612.254 551.943 324.755 330.279 60.3113 internal_count=90178 58858 31320 22366 5917 52941 8954 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=8 num_cat=0 split_feature=0 5 0 3 2 6 4 split_gain=26.0376 44.1131 27.7201 26.166 24.5999 21.1011 14.9421 threshold=7.8812646291224651 10.695492123961861 8.4856532054216007 8.1556290402387166 14.526255767473414 6.6387045061442764 16.76917323082726 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.02561095810392482 -0.016936465216131198 -0.06184521515400259 -0.073892695104755823 0.038155724461527388 -0.024940495842651442 0.0052440438637182119 0.11420399766731781 leaf_weight=246.1983859736356 352.94707823425415 47.105337274639169 112.15233066347719 154.09349166497122 156.69848257914418 1845.6619591289782 30.655270849529188 leaf_count=3495 5675 1791 11607 2331 1667 63269 343 internal_value=0 -0.00324175 -0.0307997 0.0202682 0.00593693 0.00354262 0.0513213 internal_weight=0 2357.87 465.099 587.646 402.897 1892.77 184.749 internal_count=90178 82342 17282 7836 5162 65060 2674 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=64.0687 24.5198 104.301 37.7661 threshold=14.913676627498663 14.67823852713458 14.601153418519075 9.6383445967260339 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0030338353471114333 -0.087909674183054953 -0.081489246658707215 0.14752900643453035 0.0038796600444533052 leaf_weight=180.11649638175732 75.268179979233537 51.978832876920933 60.777449730841909 2370.5927257023141 leaf_count=3571 42942 1117 1065 41483 internal_value=0 0.00504726 0.035406 0.00201511 internal_weight=0 2663.47 240.894 2422.57 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=8 num_cat=0 split_feature=1 2 7 5 2 4 0 split_gain=41.8565 69.5564 63.2097 44.042 22.9087 21.2924 19.3942 threshold=9.9612724346950223 13.546825074132277 4.2693660640857081 12.481896272794172 15.310619021561122 13.743234696186475 7.9169065306143329 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.0092283705454940124 0.049949997730948131 0.064809089646948911 -0.034169548370678419 0.06891919282554175 -0.011117423209266619 -0.017261433207161822 0.045065737513748101 leaf_weight=92.462425497069489 372.8751614211651 69.599988176923944 757.56292755280447 30.845993208858999 73.119818192033563 287.35539851794601 224.54936272263876 leaf_count=1427 6479 3935 55216 604 6751 12419 3347 internal_value=0 -0.0105156 -0.025773 0.0196922 0.0399357 -0.00871747 0.0292506 internal_weight=0 1144.17 827.163 764.196 445.995 318.201 317.012 internal_count=90178 63925 59151 26253 13230 13023 4774 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=8 8 8 7 8 1 split_gain=217.169 116.664 75.744 24.5315 11.6757 8.62155 threshold=14.890626881336633 14.890362634532156 14.512792609374946 1.0000000180025095e-35 14.891696904234349 8.2831769242572211 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.092225386697067688 0.03005647253366411 -0.1495310175184037 0.0031208776008249542 0.06687907414360629 -0.089166343699922102 -0.059608436394943412 leaf_weight=87.7355927512981 13.485356629826127 4.4134561913087955 1363.9890705603175 320.64531553257257 261.05332973197801 43.05031315429369 leaf_count=2151 138 34 19170 10261 57852 572 internal_value=0 0.00943768 -0.00270093 0.0634912 -0.0802185 -0.0380701 internal_weight=0 1776.78 1451.72 325.059 317.589 56.5357 internal_count=90178 31616 21321 10295 58562 710 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=8 num_cat=0 split_feature=7 0 8 6 4 9 8 split_gain=91.1153 61.6026 87.127 42.5968 44.8659 43.1728 14.2165 threshold=9.5146456435591951 11.036062721795156 14.904746724265181 11.111439864996735 18.495626961458719 9.2464771805048969 14.912049036752725 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.084959244943406051 0.014396438521080426 -0.024185722734910455 0.0027639635065978847 -0.094470790580943598 -0.094872959901855722 0.058555862106604184 -0.10845590057589304 leaf_weight=138.97436655301135 224.4356726956903 26.128485000052024 592.04895006891456 18.703393733361736 44.094920760049718 313.41938871110324 95.333272443036549 leaf_count=37698 6735 1192 35085 296 971 7310 891 internal_value=0 -0.0250233 -0.0140063 0.0257904 -0.00383191 0.0496805 -0.0906735 internal_weight=0 852.485 731.023 600.653 268.531 332.123 121.462 internal_count=90178 74866 72783 15312 7706 7606 2083 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=8 num_cat=0 split_feature=5 4 8 3 8 2 7 split_gain=51.1906 52.2075 53.4605 16.9425 15.8122 12.8496 9.08616 threshold=14.784570124804917 9.1298591918333578 14.909654479947964 11.698354227018397 14.739493989220632 15.252725048498185 6.0288912755714401 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.0079582463664687065 0.047672708832917354 -0.034043901477704822 0.00057991562560726821 0.08791866312977023 0.075675839879915635 -0.046576038914423967 0.14086383583315265 leaf_weight=28.253076028486248 16.765051958151162 515.79940654721577 3252.4998088760767 11.83265371550806 108.63261290750233 14.962914623320101 34.88230958476197 leaf_count=715 113 43830 43462 343 1109 200 406 internal_value=0 -0.00195674 -0.00416712 0.0791281 0.0584813 0.0138418 0.112094 internal_weight=0 3905.18 3768.3 78.4429 136.886 26.7956 51.6474 internal_count=90178 89116 87292 1062 1824 543 519 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=8 num_cat=0 split_feature=8 0 5 6 5 3 3 split_gain=76.1991 68.7904 126.164 75.6634 56.5605 50.2951 35.4335 threshold=14.930513278377072 8.7547680168717594 10.903001996475369 9.2440753006228729 10.649841384222166 8.496916854731662 8.5635997518708642 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0022218377541071712 0.032510829234301084 0.044541432071355865 -0.027496358644803678 -0.0046833890807491422 -0.049976314351644159 -0.010588495321583565 0.048647742598122934 leaf_weight=586.26135541763506 592.51940539292991 936.37906876578927 854.26960344333202 467.97771206358448 490.27733518090099 955.42052472851356 177.62648851888662 leaf_count=8495 3192 4525 5079 3166 12290 43471 9960 internal_value=0 0.0123889 -0.00291547 0.0281464 -0.0123471 -0.0239713 0.00965498 internal_weight=0 2851.15 1446.79 1404.36 2209.59 1445.7 763.888 internal_count=90178 15962 8271 7691 74216 55761 18455 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=8 num_cat=0 split_feature=3 5 0 10 9 6 5 split_gain=73.8767 83.7265 56.3791 98.6856 37.2722 32.0929 11.5704 threshold=9.0172310552046167 11.364831151402891 9.432195732387969 9.29266876376232 8.5964758210226879 7.7262416328372039 10.837931938820841 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.001171712232673709 -0.089438888226515967 -0.05747678411192584 -0.060425429285960897 0.038994858831588097 -0.0010303156171974001 0.00065954228565742214 -0.049806990236630433 leaf_weight=2763.6230793796713 117.38567148163565 105.84377088546171 191.22732700858614 918.31528123639873 234.66907484750845 853.08158509773784 213.40998602725449 leaf_count=34533 10253 1503 2797 7529 4165 24377 5021 internal_value=0 -0.0207986 0.00662711 0.0106132 -0.0277778 -0.00581059 -0.0640979 internal_weight=0 1289.72 4107.83 3681.94 425.896 958.925 330.796 internal_count=90178 41154 49024 42062 6962 25880 15274 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=8 num_cat=0 split_feature=5 7 9 4 5 5 10 split_gain=82.6476 72.5844 69.0116 45.2731 38.761 33.1669 4.93563 threshold=11.12759711073242 7.2236374582746814 9.6839342435500821 19.48456949885885 10.259444080357182 12.95998566824249 11.674602734669298 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=0.0143351640773891 -0.072758945579399034 0.051305913035473882 0.02424608369557114 -0.11748679911618332 -0.051617787701818678 -0.074934035229990412 0.061875667631562825 leaf_weight=184.63208714695065 262.61989818057918 388.34208491700701 171.82720961171435 15.641813914233351 170.63387188239722 40.893821931880666 2.0384238724363959 leaf_count=7445 39698 12429 4067 316 17097 8963 163 internal_value=0 0.0155502 -0.0375049 0.0444965 -0.0173979 0.00491814 -0.071493 internal_weight=0 759.25 477.379 403.984 355.266 212.721 264.658 internal_count=90178 37287 52891 12745 24542 13030 39861 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=8 9 1 3 3 3 split_gain=53.9108 23.3113 58.0911 51.8345 5.33688 0.148713 threshold=14.915975245213344 7.1249293261290516 8.4383057693222039 8.3066625716412599 6.7046708222886204 7.3536149650030165 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0028469588083073938 0.044802972290016688 -0.048126445821700843 0.0038062943124122194 0.039264170737187208 -0.03721488680267885 -0.087840096173308707 leaf_weight=730.6928374535637 2.6440050926757968 254.06790943641681 1383.9343952770578 486.04787636664696 2.639814281865255 70.441331972790067 leaf_count=5189 463 2992 38438 3102 885 39109 internal_value=0 0.00351446 -0.00427336 0.0139935 -0.0814284 -0.0865385 internal_weight=0 2854.74 1638 1216.74 75.7252 73.0811 internal_count=90178 49721 41430 8291 40457 39994 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=5 num_cat=0 split_feature=8 8 8 1 split_gain=57.9839 23.5112 56.0214 16.5423 threshold=14.913676627498663 14.572237689267261 14.582376352430854 9.5518415261440186 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.064923992358918464 -0.0877837801013997 -0.10315891170595018 0.004756349006700241 -0.05135761567249441 leaf_weight=94.213432863587514 68.684822432442161 48.0487107753288 2500.258261762443 13.281757454387842 leaf_count=1158 42942 710 44020 1348 internal_value=0 0.00462406 0.00268192 0.0502157 internal_weight=0 2655.8 2548.31 107.495 internal_count=90178 47236 44730 2506 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=8 num_cat=0 split_feature=8 8 4 3 2 0 3 split_gain=47.346 47.172 55.0574 36.7594 9.79954 4.26612 0.371449 threshold=14.91888241682727 14.859092336325736 12.624535423287986 12.055624246370735 11.682578314229954 9.0647479729967539 6.2423815403969032 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.055571851119883137 0.091130367080706973 0.060622446294719773 0.0034093027549962854 0.10820528765507445 -0.03667212785987143 -0.059781057937624553 -0.0879094320021509 leaf_weight=172.58669480241952 4.1709565384662701 189.81412513871328 1420.4522567476088 13.959292183280921 3.4650292608421287 2.0879712636960903 66.578359040169744 leaf_count=10195 76 4101 39564 121 219 1769 34133 internal_value=0 0.00466451 0.0101869 -0.0428048 -0.0752615 0.0394864 -0.0859266 internal_weight=0 1796.81 1610.27 186.546 76.3023 6.25893 70.0434 internal_count=90178 53981 43665 10316 36197 1845 34352 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=196.948 82.6536 191.736 6.49572 threshold=14.891696904234349 14.572237689267261 14.601153418519075 11.117616444070858 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.04276215713395573 -0.089083115768343837 0.11110689092982134 0.0013217680330728282 -0.096604165252121524 leaf_weight=36.99334112345241 238.29409275343642 176.71740626683459 1517.1978852751781 67.963431732729077 leaf_count=1967 57852 1065 28755 539 internal_value=0 0.00748137 0.0128339 -0.0782096 internal_weight=0 1798.87 1693.92 104.957 internal_count=90178 32326 29820 2506 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=8 num_cat=0 split_feature=3 2 8 8 2 3 2 split_gain=86.0942 72.5499 97.4406 22.1706 5.10759 7.42041 3.37177 threshold=8.8993085308512256 11.861833659255757 14.913185407320695 14.877113625005363 13.585296496002817 8.5876976612772236 16.216745746960783 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.060487285694742869 -0.087655399676896589 -0.0696106613507224 0.010044681281674057 0.082382411349241333 -0.081671768341649756 0.043197998094239728 0.0037020088066532873 leaf_weight=25.385014410450822 7.3386293196817851 182.76964191376464 933.60052333882777 133.20615007937886 131.76075629206025 8.5392366463202034 4.7052319884533054 leaf_count=3166 300 23645 16325 5499 40129 637 477 internal_value=0 0.00550175 -0.00304694 0.0729472 -0.0700481 -0.0338986 -0.0787226 internal_weight=0 1256.91 1116.37 140.545 170.39 33.9243 136.466 internal_count=90178 45769 39970 5799 44409 3803 40606 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=8 num_cat=0 split_feature=7 8 4 2 2 8 8 split_gain=47.1515 51.3187 48.9747 32.9455 24.0537 19.2831 13.4427 threshold=3.5270361845031446 14.90142061961137 13.314555663435245 14.013900857802197 14.791210430462753 14.933247009824294 14.927118777216934 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.041056045885647319 0.0086583217100538821 0.026879317830913893 -0.0052741058535010687 -0.063382644147651573 0.065036792973735394 0.20835074970325912 -0.013948566639893974 leaf_weight=118.059482139186 89.115106722165365 568.59201335930265 2813.2944088309305 217.79716580029344 67.287257961870637 10.372575058601795 70.239155028946698 leaf_count=1896 5271 6230 40175 34718 1250 81 557 internal_value=0 -0.00342033 0.000138154 -0.0425046 0.0401002 0.0865838 0.0205729 internal_weight=0 3688.8 3381.89 306.912 265.958 77.6598 188.299 internal_count=90178 86394 46405 39989 3784 1331 2453 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=6 num_cat=0 split_feature=8 5 8 0 0 split_gain=72.2031 52.9825 82.1068 51.0205 3.66844 threshold=14.914060284370994 11.364831151402891 14.934514569198791 8.1840232086397702 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.088302859429297137 -0.0046031433072688081 -0.018699813560041367 0.032795828373723399 0.022627845919967891 0.030008498736938734 leaf_weight=91.153884502797155 1137.0314146254095 1670.6405446782301 379.06175472587347 1740.3193561730732 2.2439024322957257 leaf_count=47188 7241 20523 1849 12974 403 internal_value=0 0.00311865 -0.00916512 0.0118692 -0.0851726 internal_weight=0 4927.05 2049.7 2877.35 93.3978 internal_count=90178 42587 22372 20215 47591 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=8 num_cat=0 split_feature=8 7 2 5 4 10 4 split_gain=73.8974 69.9854 71.8105 10.4202 8.17477 6.75722 3.27662 threshold=14.907335691510722 9.699684675872172 14.713940324975797 13.392789936838307 18.35684664861796 6.4024571332175748 16.212956618412626 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=0.0070011937702424507 -0.0090325594864101282 -0.069702742150431499 0.014959173379868351 -0.036310550547702831 -0.021081744529001214 -0.087777021073311354 0.093811781289663956 leaf_weight=7.904441029066219 2248.0138607467234 140.93943801935529 2800.9109541125363 2.5209786984487428 47.197898018872365 112.47626417170977 3.8335928318410879 leaf_count=249 18679 7988 17734 439 1381 42856 852 internal_value=0 0.00204088 0.00427728 -0.0749415 -0.0576812 -0.0815473 0.0442717 internal_weight=0 5237.06 5048.92 126.735 188.137 120.381 6.35457 internal_count=90178 45782 36413 44396 9369 43105 1291 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=8 num_cat=0 split_feature=2 8 7 6 6 3 8 split_gain=68.4493 52.4917 39.5261 32.9118 27.8314 17.147 13.7162 threshold=15.440679232414114 14.828882741269299 7.9002458661174435 8.1567457385478175 12.453466041813241 7.9974480770359664 14.877113625005363 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.04444340748729822 0.00085220269020625883 -0.075626172224678712 -0.01638641951146394 0.042521323522752341 -0.08373134306875249 0.019987322118254242 -0.093200730510123342 leaf_weight=48.483963958336972 34.460423237178475 214.50324920384446 237.44202877048519 374.20888179339818 17.405378860654309 249.67847992689349 27.163070619368227 leaf_count=863 623 44669 20838 14957 731 4299 3198 internal_value=0 -0.0231575 -0.0446078 0.0260187 0.036711 0.00939675 -0.0414317 internal_weight=0 750.108 451.945 453.238 391.614 298.162 61.6235 internal_count=90178 70669 65507 19509 15688 5162 3821 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=8 0 1 4 3 3 split_gain=48.7174 24.6653 30.4028 12.6067 5.11393 0.17471 threshold=14.915975245213344 7.3262118193312773 7.2142317139668188 8.5314791987627139 6.7046708222886204 7.3536149650030165 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.053466855655555735 0.040993189887081859 -0.061026841222925836 0.0034312678043853118 0.068939186093351285 -0.035654854990540802 -0.087707685203128383 leaf_weight=8.6984096167143417 2.7497703272965728 74.224914964055642 2684.1059742276411 76.568994515808299 2.5343286477727807 64.345800209077424 leaf_count=133 463 869 48171 548 885 39109 internal_value=0 0.00332264 0.00167525 0.0559771 -0.0807538 -0.0862895 internal_weight=0 2843.6 2758.33 85.2674 69.6299 66.8801 internal_count=90178 49721 49040 681 40457 39994 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=8 num_cat=0 split_feature=3 6 2 3 1 7 10 split_gain=25.0784 43.3205 22.7621 22.3915 16.5659 12.8633 12.3349 threshold=8.7873144074596041 9.1750502436701584 13.796726205957029 9.7825895425719747 7.2142317139668188 4.9518274664529009 7.0247843423256073 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -3 -4 -2 -1 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.021334630397630207 0.01233688450353906 0.029984799492070831 0.047970799903150348 -0.024718425018068743 0.0096074380400046119 -0.03597767638492283 -0.041527787412871157 leaf_weight=40.642916366748977 62.14156784027 264.83093891369936 120.57031180144986 103.27846606678213 1536.8596642057528 457.26328621894936 126.44102013413794 leaf_count=415 2465 10172 1095 18998 33582 18749 4702 internal_value=0 -0.0116093 0.00887575 0.0146116 0.0124254 -0.0301847 -0.0262006 internal_weight=0 887.514 1824.51 368.109 1657.43 519.405 167.084 internal_count=90178 50384 39794 29170 34677 21214 5117 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=8 num_cat=0 split_feature=8 8 4 2 2 9 3 split_gain=42.7217 39.8137 47.4818 33.8662 9.14962 2.51511 0.419518 threshold=14.91888241682727 14.859092336325736 11.813037144765923 10.923627405935898 11.682578314229954 8.7887755720401746 6.2423815403969032 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.04314354207479261 0.081920735753396201 0.067885780155477526 0.0043520685372993402 -0.062406171260746969 -0.034758193988525483 -0.033702508526129209 -0.087760527953218523 leaf_weight=37.835846789181232 3.6613499559462062 126.80338158685481 1480.2134433116735 142.01209197117714 3.3459495790884821 2.4241331424127566 60.866727954591624 leaf_count=214 67 2326 41339 10102 219 1778 34133 internal_value=0 0.00440361 0.00940436 -0.0400852 -0.0745328 0.0376064 -0.0855741 internal_weight=0 1786.86 1607.02 179.848 70.2982 6.08548 64.2127 internal_count=90178 53981 43665 10316 36197 1845 34352 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=176.789 78.8227 87.1025 65.0248 threshold=14.891696904234349 14.887810450428484 14.601153418519075 11.117616444070858 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.036431836575868889 -0.089001772861946271 -0.012885506914780865 -0.029878602750487749 0.049783307248800257 leaf_weight=269.71787501336075 217.50524681273964 239.6271948213689 737.86382033489645 532.19465172477067 leaf_count=3571 57852 3628 10650 14477 internal_value=0 0.00630763 -0.0121095 0.0303351 internal_weight=0 1779.4 1007.58 771.822 internal_count=90178 32326 14221 18105 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=8 num_cat=0 split_feature=7 6 2 0 9 0 2 split_gain=78.9312 66.1962 60.0307 21.0749 32.5897 13.4771 6.94113 threshold=7.1260300674374797 8.1265478754486775 13.129790129782949 10.157963546252516 8.1013735160171425 10.352182461006848 9.8339854806601732 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.078710479927971436 -0.052454618944747747 0.066682508313214081 0.004128192663823963 0.022048441985036336 -0.00029521740480139088 -0.14696428563975039 -0.093151690885848362 leaf_weight=85.070315066084731 52.582568637066288 188.21903904387727 811.50971948530059 5.1849814085289827 137.96239507943392 21.449668715766165 89.889486386993667 leaf_count=33564 5692 7485 29939 87 10318 384 2709 internal_value=0 0.00917585 0.0159602 -0.0474631 -0.0304226 -0.081431 -0.086705 internal_weight=0 1073.76 999.729 318.107 223.033 74.0322 95.0745 internal_count=90178 43500 37424 46678 43882 6076 2796 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=8 num_cat=0 split_feature=0 9 8 6 1 1 8 split_gain=53.0011 45.2928 71.2323 38.0432 37.0238 34.024 9.60326 threshold=9.8690518544799009 7.8564392594898633 14.930513278377072 8.1412495678603189 9.6660008048806585 9.3390699780847992 14.893562915328795 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.011055818145372875 0.017333614799246687 -0.038669101742574485 -0.038619716962253928 0.10349595903360712 -0.001026510937815127 0.0082181207960244831 0.090070737436473369 leaf_weight=1657.5900601471658 23.348424578900449 627.53260181137011 348.49242115439847 38.639421164873056 447.29058282339247 693.74907541213906 90.167828035773709 leaf_count=28992 999 15925 10362 849 9357 22995 699 internal_value=0 -0.00646522 0.00241135 0.0217801 -0.0230196 0.0133791 0.0753919 internal_weight=0 3080.91 2006.08 845.905 1074.82 732.388 113.516 internal_count=90178 64636 39354 25542 25282 23844 1698 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=6 num_cat=0 split_feature=8 10 9 9 0 split_gain=65.3717 53.6312 81.3767 32.2458 3.54926 threshold=14.914060284370994 7.9283903791433756 6.4706320775283972 5.9991806917619623 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.088181255901714328 -0.019676346245610633 -0.063260612642395506 0.0025429450099534821 0.049029797442919715 0.027398815557473866 leaf_weight=83.145584547688486 83.665874235448427 195.58499033970293 4268.7630019971402 360.08720042242203 2.3142502727278034 leaf_count=47188 450 1261 38583 2293 403 internal_value=0 0.00294551 -0.000353458 0.0360607 -0.0847707 internal_weight=0 4908.1 4464.35 443.753 85.4598 internal_count=90178 42587 39844 2743 47591 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=8 num_cat=0 split_feature=0 2 10 10 2 9 2 split_gain=68.0352 92.9214 67.1693 64.4861 54.7074 49.045 23.5792 threshold=7.980708537385504 14.58954693896502 8.985181241955349 7.9283903791433756 13.585296496002817 5.9991806917619623 13.891624545666414 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.064291375850327279 -0.051611341334953521 -0.01928573284263117 0.013930339515355742 -0.038972443612967991 0.055070300859263489 -0.042304731221060425 -0.019409770086328715 leaf_weight=55.407356877753045 285.7668321619567 831.01752600536565 2268.535311381027 69.375846518785693 525.42827439540997 183.31272679258836 1112.6386517283099 leaf_count=869 14791 13530 36588 637 4569 3891 15303 internal_value=0 -0.00463364 0.00502147 0.0264547 0.0440545 -0.0173986 -0.0260224 internal_weight=0 4497.96 3099.55 833.524 594.804 238.72 1398.41 internal_count=90178 80212 50118 9966 5206 4760 30094 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=8 num_cat=0 split_feature=5 9 6 0 9 8 8 split_gain=74.3973 109.425 54.0344 43.1743 51.0761 17.8021 6.03186 threshold=10.463072302493041 8.9004620830435499 8.8735969351074147 10.642870333888316 7.5175315417914561 14.801687455380572 14.771689466117605 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.030807217334754708 -0.051231035511186185 -0.063659215946324274 0.019198915885331569 0.029311246694815531 0.058314734086738901 -0.13402856202811589 -0.086524628191905331 leaf_weight=81.276918001211016 74.27958665904589 95.810361292795278 419.88492649182444 9.2147722290828842 297.48538642510539 20.545804934808984 179.15926615083299 leaf_count=7927 1359 3457 20302 231 7502 327 49073 internal_value=0 -0.0227586 0.0037114 0.0299935 0.0391597 -0.0841449 -0.0764225 internal_weight=0 769.134 515.695 408.523 378.762 29.7606 253.439 internal_count=90178 74191 23759 15987 15429 558 50432 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=8 9 5 3 3 3 split_gain=44.1142 24.1817 44.341 27.7445 4.90086 0.198889 threshold=14.915975245213344 6.6705231022053164 10.367456900581763 8.0527908182990515 6.7046708222886204 7.3536149650030165 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.0051163221131952279 0.037433811963829444 -0.044901349231051844 0.0032612998762177612 0.053285187654300792 -0.03417498978024968 -0.087565806915365613 leaf_weight=324.94317605078686 2.8542627305723718 209.19236446885043 2109.5743164967571 188.42372842459008 2.4396702591911881 58.772813660609245 leaf_count=2458 463 7154 38895 1214 885 39109 internal_value=0 0.00324955 -0.00110128 0.0228652 -0.0800305 -0.0860214 internal_weight=0 2832.13 2318.77 513.367 64.0667 61.2125 internal_count=90178 49721 46049 3672 40457 39994 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=5 num_cat=0 split_feature=8 5 3 8 split_gain=52.2343 22.6976 42.8727 27.0358 threshold=14.913676627498663 10.090265207099629 7.8174433189189285 14.572237689267261 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.019598537984366053 -0.087640970666122031 0.070435138114645857 -0.059174988506426066 0.0056411110230481856 leaf_weight=127.81317310081795 62.301813633079291 65.273595483129611 148.40815816460236 2290.6068373940943 leaf_count=906 42942 1368 4399 40563 internal_value=0 0.00428336 -0.0227857 0.00746546 internal_weight=0 2632.1 276.221 2355.88 internal_count=90178 47236 5305 41931 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=8 num_cat=0 split_feature=1 5 8 2 6 5 5 split_gain=41.111 53.9422 43.4634 39.1141 39.0265 25.219 16.9928 threshold=8.6087774066356726 10.837931938820841 14.877113625005363 12.970039582877137 7.3909432422826962 9.9384965954451534 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=-0.075874118003500191 -0.017677067960443361 0.050991495008591271 0.073236099343240338 0.016193822658748133 -0.0064806535467737672 -0.057572751476669154 0.049563603816269119 leaf_weight=11.680432381574063 70.76091248166631 132.29543611392728 200.00155707799422 56.436070034193108 1039.0845507548947 248.80726295457862 74.829342353506945 leaf_count=118 6252 4004 8088 2389 50154 18304 869 internal_value=0 0.00936051 0.0494993 -0.0271308 4.81976e-05 -0.0439258 0.0319537 internal_weight=0 1442.14 270.762 391.753 1171.38 305.243 86.5098 internal_count=90178 68498 14340 21680 54158 20693 987 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=5 num_cat=0 split_feature=8 3 5 8 split_gain=161.7 79.9955 65.6835 50.8321 threshold=14.891696904234349 8.934597323333529 11.811138932055806 14.889502581986347 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0078650853647973216 -0.088919397744718756 -0.047517088957830723 0.010296306373481234 0.055383469566352463 leaf_weight=614.65061621041968 198.53785909933504 379.00788565672701 406.38205201656092 354.59401371324202 leaf_count=4114 57852 12487 5961 9764 internal_value=0 0.00607976 -0.0176278 0.0252886 internal_weight=0 1754.63 785.39 969.245 internal_count=90178 32326 18448 13878 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=8 num_cat=0 split_feature=3 4 2 3 2 3 2 split_gain=73.218 69.2941 72.9887 36.0664 4.82149 6.40949 3.36225 threshold=8.8993085308512256 17.894639914780125 14.404392704405003 11.088627166114227 13.585296496002817 8.0952447286945013 16.216745746960783 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.078007935757793523 0.05316586439173078 -0.067679094152284833 -0.0042472425499770882 0.0045071303033668323 -0.080368395446479154 0.0096663015351353011 0.0056537549871393056 leaf_weight=14.843689790519418 361.78212569310563 168.10635084434762 567.94870593122323 116.97132369375322 117.606520143745 17.19177167720045 4.5927152237563851 leaf_count=2053 12200 4500 27322 1747 40129 1750 477 internal_value=0 0.00490037 0.0181268 -0.0381479 -0.0680304 -0.0320893 -0.0771157 internal_weight=0 1214.81 929.731 285.078 154.235 32.0355 122.199 internal_count=90178 45769 39522 6247 44409 3803 40606 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=8 num_cat=0 split_feature=2 5 4 6 4 2 4 split_gain=44.5615 42.1421 36.4123 23.6254 14.797 11.8144 7.04068 threshold=16.146590504956283 14.784570124804917 9.1298591918333578 8.1727331716569793 13.232000316649193 15.330254341691219 18.290813434812268 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.048314229782149887 0.13497859639917464 0.10627927497978891 -0.0059632110558134315 0.098117419086904273 0.014771997294441341 0.0037775352065897434 0.00883342160216034 leaf_weight=127.09006047609728 31.771092366368975 43.803913333918899 3527.4902634584578 24.804722018860048 125.15274091763422 15.113454695791004 5.283894275315105 leaf_count=1693 576 708 83029 530 3433 146 63 internal_value=0 -0.00270022 -0.00406298 0.0472007 0.0291169 0.0804875 0.117696 internal_weight=0 3713.5 3654.58 187.012 149.957 58.9174 37.055 internal_count=90178 85576 84722 4602 3963 854 639 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=8 num_cat=0 split_feature=8 0 5 10 10 4 0 split_gain=60.9675 55.9634 113.745 78.4925 51.4681 50.9016 28.926 threshold=14.93085434724939 8.8662602956970655 10.903001996475369 9.7995292039055872 8.6796340009857555 18.35684664861796 7.3262118193312773 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.046319535911270637 0.036931226923792713 0.049775243320359021 -0.022599485368133641 -0.0035840749163178311 -0.027382734491959229 0.051800207564110551 0.012571727348207981 leaf_weight=90.925514004309662 495.58172629307956 682.24432410299778 906.54640801250935 461.94445764552802 1331.0206424318749 85.544644637746387 900.42754969884118 leaf_count=1100 2759 3439 5400 2944 52946 4294 17296 internal_value=0 0.0118473 -0.00154705 0.0282481 -0.0103436 -0.0225678 0.00712907 internal_weight=0 2546.32 1402.13 1144.19 2407.92 1416.57 991.353 internal_count=90178 14542 8159 6383 75636 57240 18396 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=8 num_cat=0 split_feature=3 5 8 8 6 0 10 split_gain=66.9253 66.0026 53.8703 54.0429 47.3007 10.1133 3.75628 threshold=8.934597323333529 10.976095566641384 14.912049036752725 14.935545897668504 7.6913145057526835 8.2470330024222722 6.4024571332175748 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.0017903560890827983 -0.023812952898981842 -0.059989093013039452 0.011461364636573068 -0.044412692427153122 -0.0025250807792578547 -0.083042796826003087 -0.087961047103303172 leaf_weight=5.5489641652675337 36.461514387454372 162.73605996521655 3541.9031707062386 181.02794512128457 1145.35993139942 157.54195261499262 61.624990821903339 leaf_count=212 511 2289 23070 1160 29871 11678 21387 internal_value=0 -0.0178131 0.00712243 0.00873329 -0.00971436 -0.0720902 -0.0809735 internal_weight=0 1502.1 3790.11 3722.93 1308.1 194.003 67.174 internal_count=90178 44349 45829 24230 32160 12189 21599 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=8 num_cat=0 split_feature=5 6 9 6 5 5 8 split_gain=67.6867 61.6192 55.4764 48.535 42.6613 27.4628 6.43811 threshold=11.12759711073242 8.2457889140767495 9.6338923815969206 12.567011086365296 9.996342174341839 12.95998566824249 14.467275927306209 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=0.01978454455681725 -0.011947551459332472 0.04161362727432634 0.018282080823294938 -0.12358028178808907 -0.066528611081997938 -0.073803283674170925 -0.074439290598339203 leaf_weight=103.44390780985123 18.347468688385561 456.76905681165226 175.31417986235465 17.553701709024608 126.27148626845155 38.674303306441288 209.16055133128248 leaf_count=3950 194 16213 4288 233 16891 9109 39300 internal_value=0 0.0146882 -0.0352095 0.035253 -0.0277434 0.00137354 -0.069474 internal_weight=0 704.038 441.497 474.323 229.715 213.988 227.508 internal_count=90178 37287 52891 16446 20841 13397 39494 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=8 5 9 9 3 3 split_gain=39.8468 23.5606 28.0277 17.4305 4.45734 0.64627 threshold=14.915402311525476 13.909365400813877 7.6529449269498793 10.249070661019582 6.7046708222886204 7.555671347408925 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.0085861414432478137 0.031425716817743123 0.13604692356476542 -0.013413573903444718 -0.050075209659244224 -0.034744638424025108 -0.087412891038418886 leaf_weight=1978.36221670534 3.0442198596429071 20.937709019402977 817.61372306905105 5.9547440542373797 4.3103624370996831 53.65829534252407 leaf_count=15000 468 294 32760 957 1605 39094 internal_value=0 0.00306347 0.00215038 0.0945165 -0.0779718 -0.0841523 internal_weight=0 2822.87 2795.98 26.8925 61.0129 57.9687 internal_count=90178 49011 47760 1251 41167 40699 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=5 num_cat=0 split_feature=8 2 3 3 split_gain=47.6197 22.1059 27.0256 18.2183 threshold=14.913676627498663 14.963353864873261 8.5551958898515625 10.426163266975875 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0064817082172281167 -0.087498855793331734 0.017965655337712876 -0.020500753776698487 -0.064207570764207494 leaf_weight=1042.1290549139958 56.974175804578408 983.29728428235103 575.30719044039142 26.779473946633516 leaf_count=9531 42942 20416 14823 2466 internal_value=0 0.00412645 -0.00312244 0.0157257 internal_weight=0 2627.51 1617.44 1010.08 internal_count=90178 47236 24354 22882 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=8 num_cat=0 split_feature=8 3 7 3 10 5 8 split_gain=39.6628 58.7434 42.0827 39.7462 100.875 36.0528 30.5987 threshold=14.897163769351938 8.5301361689462389 5.3896825782415902 8.1902575105744138 9.1437790915889607 9.9384965954451534 14.905998535555076 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.032130344253835978 -0.045699719104649331 0.073349543438019735 0.015320172561874765 -0.016456449363239822 0.14574639210848206 -0.040841490888231954 -0.074321468675020638 leaf_weight=89.17115853400901 67.812416730012046 148.17774169237236 776.05668503438937 278.48383022262715 44.941673331268248 272.33758529787883 135.61379398901772 leaf_count=1144 8461 3393 23826 5032 1984 8933 37405 internal_value=0 0.0113313 0.0246929 -0.021221 0.0312176 -0.022803 -0.0355402 internal_weight=0 1285.74 924.234 526.852 112.754 361.509 414.098 internal_count=90178 37296 27219 52882 10445 10077 42437 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=8 8 8 7 8 2 split_gain=147.527 93.6377 59.4228 20.7258 10.7838 6.68497 threshold=14.890626881336633 14.890362634532156 14.512792609374946 1.0000000180025095e-35 14.891696904234349 15.743812229828773 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.087381782974980005 -0.047033886283298069 -0.14013615595176601 0.0014656071920330829 0.062375935109608996 -0.088837969537330114 0.079274947664082371 leaf_weight=78.8702519654762 51.693008532747626 4.2324764765799037 1308.5582359801047 283.74712082929909 181.428454215682 3.6542158062802619 leaf_count=2151 667 34 19170 10261 57852 43 internal_value=0 0.00713919 -0.00364434 0.058925 -0.0770305 -0.0374356 internal_weight=0 1675.41 1387.43 287.98 236.776 55.3472 internal_count=90178 31616 21321 10295 58562 710 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=8 num_cat=0 split_feature=8 8 2 0 5 7 2 split_gain=68.5689 98.2524 101.962 66.2414 50.0068 27.4984 5.16851 threshold=14.927118777216934 14.91752864592924 12.673578259141348 9.7410343792488572 12.378564886830366 9.082179977108451 16.295659549151889 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.052524669758449563 -0.090437174050580327 0.092992643313535905 -0.056380326239562677 0.016446049702647066 -0.048915909843546573 0.015444559758520824 -0.006414889624083684 leaf_weight=120.4813129514223 131.1851046763768 163.7060027809348 293.68943465713528 362.32347544372897 114.75325430519297 154.84304329438601 7.9185872011003076 leaf_count=5101 20633 7548 46750 6652 1786 1421 287 internal_value=0 0.0117486 -0.0246499 0.0403994 -0.0372636 -0.0120299 -0.0857341 internal_weight=0 940.2 414.171 526.029 408.7 269.596 139.104 internal_count=90178 66051 51851 14200 24127 3207 20920 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=8 num_cat=0 split_feature=0 9 8 6 5 10 7 split_gain=43.5711 50.6118 41.0846 64.8753 54.148 27.1715 12.9776 threshold=11.036062721795156 10.135604993590897 14.909654479947964 7.3474541359532113 11.354157588309716 10.220147875955425 6.0689672444461928 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.031507190041221003 0.035505582647612798 0.12564516835327136 -0.012104581616523892 -0.053388691346246166 0.014197450982908633 0.0079879299788786547 0.16014591553866001 leaf_weight=121.36228619137546 11.722956721321678 20.520339364360552 1595.8414924065582 341.40409623211599 1534.2361662290059 225.36400237242924 35.404753290000372 leaf_count=6161 84 240 21004 36382 19194 6696 417 internal_value=0 0.0367125 -0.00332732 -0.0311045 0.000788017 0.0182762 0.130524 internal_weight=0 293.012 3592.84 462.766 3130.08 245.884 47.1277 internal_count=90178 7437 82741 42543 40198 6936 501 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=8 num_cat=0 split_feature=6 3 5 4 4 0 6 split_gain=52.0041 49.7665 36.9291 33.3546 32.9446 27.768 26.2486 threshold=8.346656223500764 8.5386154289371969 10.045533021525349 18.290813434812268 19.134515712166827 9.2262521820213781 10.153316030557244 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.031069453692898638 -0.023725430897823512 0.021363539368804571 -0.0081174624026394658 0.096477550548144858 0.092305172168697935 0.00063711583975236904 -0.01128125816030426 leaf_weight=289.27279811844346 1179.9414755283797 1117.6622040735238 1401.0832912925543 61.542710022098618 52.767604489723453 774.69582197995624 44.523015869403025 leaf_count=3113 18114 15315 15971 909 823 34635 1298 internal_value=0 0.00960433 -0.00139695 0.0253622 -0.0112399 -0.0140743 0.0452685 internal_weight=0 2869.56 1690.36 1179.2 2051.93 1954.64 97.2906 internal_count=90178 35308 19084 16224 54870 52749 2121 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=8 num_cat=0 split_feature=0 10 0 8 1 6 10 split_gain=62.2015 79.1537 85.7365 75.4405 62.6823 52.879 48.2378 threshold=8.5307851046440035 9.423934991684586 9.5888525502230859 14.92740058012337 9.2972995718352536 6.9457809234482992 8.8919030279793851 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.044403128227793187 -0.018774171720446726 0.023939749869383738 -0.021606281196174353 -0.0085224794891535453 -0.084507911517920198 0.033085035459019467 0.027567305974899904 leaf_weight=315.4800260225602 1277.1948646388773 1021.5343321688852 692.71898726570362 402.73252307996154 162.84164535372111 1258.9112280290574 131.16709592274856 leaf_count=12827 20771 11275 29684 2552 3217 7275 2577 internal_value=0 -0.00898568 0.00553302 0.013196 -0.0262609 0.0230016 -0.0232532 internal_weight=0 3154.29 1714.25 2108.29 1440.04 1661.64 446.647 internal_count=90178 64947 40959 25231 23988 9827 15404 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=8 num_cat=0 split_feature=5 3 3 4 5 5 1 split_gain=58.3512 53.0681 52.4063 42.1999 27.9247 23.5773 6.35841 threshold=11.107635011826856 8.7785296463034985 10.054061419025016 19.714399874998094 9.6383445967260339 12.95998566824249 10.227157027100999 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=0.022689824718401756 -0.079281439807865881 0.034863803674615557 0.016716041451918309 -0.12793947732684274 -0.063121846414075269 -0.075322695252618976 -0.042587263118189743 leaf_weight=56.138641079305671 146.20011349831475 497.26937664755678 179.18796886385826 15.482549667882266 113.21069795303629 31.918108982674312 75.966133028850891 leaf_count=1610 36042 15317 4426 281 19369 8945 4188 internal_value=0 0.0136877 -0.0331945 0.0297085 -0.0347094 0.00251077 -0.0669815 internal_weight=0 682.101 433.272 512.752 169.349 211.106 222.166 internal_count=90178 36577 53601 15598 20979 13371 40230 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=8 7 8 9 3 3 split_gain=35.9803 20.6877 36.4112 30.7333 4.57582 0.244823 threshold=14.915975245213344 5.2195769018392228 14.572237689267261 7.6529449269498793 6.7046708222886204 7.3536149650030165 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.066465630432199746 0.032508413537315033 0.015538164746459977 -0.021873035127555646 -0.0092544527072906582 -0.031304211945192249 -0.087256311896063879 leaf_weight=50.239390907576308 3.0087216891115522 1487.922882498824 524.10451368484064 751.97633652082004 2.2697555102640754 49.199218594923877 leaf_count=1195 463 11271 6079 31176 885 39109 internal_value=0 0.0028725 -0.0140437 0.0072144 -0.0784502 -0.0854325 internal_weight=0 2814.24 574.344 2239.9 54.4777 51.469 internal_count=90178 49721 7274 42447 40457 39994 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=5 num_cat=0 split_feature=8 3 5 5 split_gain=43.3138 21.253 35.1492 20.2414 threshold=14.913676627498663 9.0995930011054131 11.542277916954374 9.6383445967260339 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.039165991397648238 -0.087344645345054706 -0.05094089656544111 0.004811421834355835 0.01027324519332075 leaf_weight=85.347834892803803 52.05825793326585 172.97067807179701 322.65664417351945 2038.6036751780775 leaf_count=1104 42942 11960 9876 24296 internal_value=0 0.00391764 -0.0147092 0.00826911 internal_weight=0 2619.58 495.627 2123.95 internal_count=90178 47236 21836 25400 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=8 num_cat=0 split_feature=8 8 0 8 2 3 9 split_gain=37.8708 37.4322 51.5181 46.9919 7.36016 0.836037 0.796258 threshold=14.91888241682727 14.877113625005363 10.291776458473333 14.894551491458904 11.315548354583408 6.2423815403969032 8.6373534657996291 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.057296353321041729 0.073044652937445151 0.027051773529788548 0.030738148647916016 -0.0095200579693882782 -0.032557799007835911 -0.087536010122259589 -0.004191838291726732 leaf_weight=195.97566968371393 2.3306491351686409 819.48576226085424 99.55887362692738 613.75704640639015 4.5717251241439945 52.932975954543508 2.0557199361282983 leaf_count=8882 39 22010 3209 19880 226 34429 1503 internal_value=0 0.00471048 -0.0276359 0.0113949 -0.0742872 -0.0837964 0.0427889 internal_weight=0 1728.78 295.535 1433.24 61.8911 57.5047 4.38637 internal_count=90178 53981 12091 41890 36197 34655 1542 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=5 num_cat=0 split_feature=8 3 8 8 split_gain=134.439 66.906 51.703 32.2096 threshold=14.891696904234349 8.5876976612772236 14.886609811404641 14.572237689267261 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.056613268069365542 -0.088756494779371434 -0.031737051738783648 0.012697627055423955 0.035876235351737749 leaf_weight=39.210777864325792 165.77072942453378 543.77195761608891 503.44290448020911 618.56942953000544 leaf_count=468 57852 11219 12396 8243 internal_value=0 0.00531486 -0.0103836 0.0302853 internal_weight=0 1705 1047.21 657.78 internal_count=90178 32326 23615 8711 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=9 0 7 8 9 7 split_gain=67.8962 63.2532 59.9923 46.4003 1.93211 2.15789 threshold=7.9342042901822838 9.0647479729967539 7.0122783453851154 14.910527555780067 7.714096927547998 9.7461834386484885 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.087241052667261523 -0.072667508492354607 -0.052683321004721222 0.0085926288721209412 0.13660852369105161 -0.062111821798375356 0.020651609490766477 leaf_weight=80.413237879110966 12.403744446710332 190.67771683173487 959.07253695659165 54.820968726591673 22.229374411574103 3.1521242687886106 leaf_count=35526 2053 12374 32487 1703 5874 161 internal_value=0 0.00394337 -0.00160649 0.0974955 -0.0792141 -0.0514402 internal_weight=0 1216.97 1149.75 67.2247 105.795 25.3815 internal_count=90178 48617 44861 3756 41561 6035 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=8 num_cat=0 split_feature=3 6 5 0 2 0 6 split_gain=39.5535 56.1791 45.1616 40.9626 19.3521 13.3636 11.918 threshold=7.7224334484176778 5.2808713649943622 10.976095566641384 9.9905076069232894 13.421484039872562 7.4889136663607863 11.233790606792462 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -3 -4 -2 -1 right_child=1 3 4 -5 -6 -7 -8 leaf_value=-0.0071028072903055687 -0.0091771431473436742 -0.011623409646408804 -1.4996001952917522e-05 0.01569376198558799 0.071875051049234084 0.11466421209823584 0.13474063396932043 leaf_weight=239.86420521349646 10.449321284424512 2631.1391081377515 46.676496146712452 692.64661002109642 188.31345876550768 47.500806835247204 5.0736417900770894 leaf_count=3392 102 61457 345 22229 1931 676 46 internal_value=0 -0.00421324 0.0264359 -0.00592775 0.0576558 0.0925568 -0.00362874 internal_weight=0 3381.74 479.928 3323.79 234.99 57.9501 244.938 internal_count=90178 84464 5714 83686 2276 778 3438 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=6 num_cat=0 split_feature=8 10 9 9 0 split_gain=57.1447 47.4246 59.4897 11.5437 3.52561 threshold=14.914060284370994 7.327044472037362 6.2148541591619981 5.6591766761881122 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.088031590238985463 -0.005472315464502533 -0.06377643304247467 0.0026225656658608928 0.076633141805424909 0.027326437146041438 leaf_weight=74.269953580907895 20.338200902100652 138.04664766928181 4560.1678973957605 103.19936170196161 2.3156743901490691 leaf_count=47188 111 797 41036 643 403 internal_value=0 0.00227306 0.000658421 0.0631806 -0.0842363 internal_weight=0 4821.75 4698.21 123.538 76.5856 internal_count=90178 42587 41833 754 47591 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=8 num_cat=0 split_feature=4 7 4 8 9 10 6 split_gain=59.0303 61.829 48.4385 31.2706 20.8287 12.1136 9.6799 threshold=11.600195644165469 7.5395173782072975 17.362603789347506 14.927118777216934 5.8676095620559154 7.1480778184950475 8.0688985466449932 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.027165655417263807 0.011442208365251755 -0.047824310260739224 -0.029651821952136261 -0.0088173845081371618 -0.038401749306520273 0.12189818318168533 -0.079700362058390456 leaf_weight=9.9143427171511593 3569.5136647179606 278.4288836846099 310.93769810072263 779.44231872772798 175.29435692253173 10.350174993218387 86.217715242353734 leaf_count=249 44515 29441 4253 6224 3259 106 2131 internal_value=0 0.00229993 0.00814258 -0.0191194 -0.0446792 0.0511213 -0.0522692 internal_weight=0 4938.32 3880.45 1057.87 281.777 20.2645 261.512 internal_count=90178 84433 48768 35665 5745 355 5390 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=8 num_cat=0 split_feature=8 8 7 9 5 1 4 split_gain=62.0652 57.7409 56.7416 28.6871 6.08594 3.36844 2.28677 threshold=14.935545897668504 14.859092336325736 6.7904403183289306 8.9004620830435499 11.864114228189766 11.043759500450847 14.252973690311642 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0075583625265100195 0.0011492646784492762 -0.083589534054713713 -0.012689145728234392 0.04392796857374217 -0.068657580116366787 0.071832327099314669 0.10860598078953437 leaf_weight=223.64523575513158 2.0809618514031163 150.27412647620076 446.6097135393502 208.22836425248533 2.9607708474068195 2.0104016639525071 51.13780597668665 leaf_count=4415 279 35043 42695 5901 667 200 978 internal_value=0 -0.0105187 -0.0306493 0.01731 0.0947851 -0.00932694 0.104503 internal_weight=0 1028.76 596.884 431.874 58.1899 4.97117 53.2188 internal_count=90178 88054 77738 10316 2124 867 1257 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=8 0 6 8 3 3 split_gain=32.6386 21.9238 33.7416 17.9823 4.46743 0.27447 threshold=14.915975245213344 7.5650519734437349 6.4381850486199843 14.900477465854346 6.7046708222886204 7.3536149650030165 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.039987566506678771 0.031213899272776041 -0.055297187750336922 0.002601457756808527 -0.077821031630848747 -0.029496154171432865 -0.087088936736061218 leaf_weight=210.1447905136738 3.0514295486500478 103.91686306524207 2476.0040697948425 12.891589336795731 2.171049635653616 45.134862814447843 leaf_count=1353 463 1841 46274 253 885 39109 internal_value=0 0.00285465 0.000248831 0.0328612 -0.0775918 -0.0851111 internal_weight=0 2802.96 2579.92 223.036 50.3573 47.3059 internal_count=90178 49721 48115 1606 40457 39994 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=39.6377 21.0118 87.9514 26.964 threshold=14.913676627498663 14.67823852713458 14.601153418519075 9.6383445967260339 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0035486025081526416 -0.087184889698692286 -0.073022735688969859 0.13766922752787777 0.002576477288325519 leaf_weight=172.0965222636878 47.726669557217974 47.152266027813312 58.276705039315857 2333.7810881978512 leaf_count=3571 42942 1117 1065 41483 internal_value=0 0.0038455 0.0326154 0.00104927 internal_weight=0 2611.31 230.373 2380.93 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=8 8 4 6 5 6 split_gain=34.0934 33.0019 37.6577 16.4873 6.08001 1.01318 threshold=14.91888241682727 14.801687455380572 13.144210932733314 1.0000000180025095e-35 14.97309612268935 4.3397287074235171 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.056311256663602371 -0.017671391542569744 0.043530633622359122 0.0014790278309367568 -0.065717409127403689 0.051560737766088383 -0.084353636239972607 leaf_weight=11.86406132916454 3.0159697677590875 251.30145394845749 1366.0406741451443 88.276559182515484 3.0330519989074665 51.169322924826702 leaf_count=78 119 6144 40361 7398 489 35589 internal_value=0 0.00457502 0.00803584 -0.0508464 -0.0732362 -0.0810296 internal_weight=0 1717.48 1617.34 100.141 57.2183 54.1853 internal_count=90178 53981 46505 7476 36197 35708 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=123.374 59.6125 123.371 8.3877 threshold=14.891696904234349 14.512792609374946 14.601153418519075 11.241303744593743 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.038341445940588657 -0.08867489789896732 0.085865719138005753 -0.00078479189715143719 -0.10998346792564591 leaf_weight=28.005709427641705 151.77851823593664 184.58856691303663 1433.1258298243629 44.210661198478192 leaf_count=1761 57852 1420 28755 390 internal_value=0 0.00516027 0.00914936 -0.0831036 internal_weight=0 1689.93 1617.71 72.2164 internal_count=90178 32326 30175 2151 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=9 0 2 8 9 0 split_gain=62.0856 70.2087 63.0203 56.8164 5.50962 16.68 threshold=8.1013735160171425 9.3933457523545609 11.861833659255757 14.928054595819104 7.714096927547998 8.6439846803498188 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.086877048372527563 0.097729029308302018 0.067268216513210632 -0.013005331230230524 -0.072219300484696311 0.080744321304266051 -0.067645877578171185 leaf_weight=73.889437503603403 119.14904845716956 108.25579533629934 931.97087791234662 22.76528196001891 8.2497398894338385 43.468637745114393 leaf_count=35526 6003 5672 31218 1464 793 9502 internal_value=0 0.00443023 -0.00459473 0.0701521 -0.0692487 -0.0428931 internal_weight=0 1182.14 1040.23 141.914 125.608 51.7184 internal_count=90178 44357 36890 7467 45821 10295 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=8 num_cat=0 split_feature=7 3 8 8 3 8 8 split_gain=35.2452 44.5852 49.1323 45.6779 24.3293 22.5242 12.8285 threshold=3.5270361845031446 7.4126353286476485 14.91888241682727 14.931269829854164 9.3671547984764949 14.893562915328795 14.933247009824294 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0088490886780184692 -0.067593560457667082 -0.0016769050138050337 0.06098353035006511 -0.03769823787672337 -0.0050216430420747232 0.13212884001836933 0.082595364056114937 leaf_weight=179.81863894959679 34.526071896427311 2972.6220672506024 184.59052868932486 398.34301488683559 16.815871346974745 39.987378278980032 26.210758606903255 leaf_count=2573 975 72503 1149 11767 768 235 208 internal_value=0 -0.00309778 0.0405087 -0.00594342 0.034771 0.0921427 0.0185846 internal_weight=0 3590.08 219.117 3370.97 262.833 56.8032 206.029 internal_count=90178 86394 2124 84270 3784 1003 2781 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=8 num_cat=0 split_feature=8 6 6 0 10 0 0 split_gain=56.105 46.7654 41.1094 63.9139 36.6798 30.1913 18.2764 threshold=14.930774884461373 6.6852142513537247 8.8735969351074147 8.6867439401881672 8.985181241955349 9.406373448799469 7.1203607740439248 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.049695927198158893 0.0026777675420725558 -0.0035308577675286232 -0.0228314374891939 0.04109435986003656 -0.031142264283444156 0.016613618309746902 0.027692828552988481 leaf_weight=32.449290209508035 981.51568170078099 999.84323618943745 499.05669737607241 774.24754478503019 926.86418492975645 316.18131254054606 356.98679130341043 leaf_count=397 5698 22033 2993 3859 47700 2347 5151 internal_value=0 -0.0104345 0.0110193 0.0196323 -0.0168229 -0.00753148 0.0211337 internal_weight=0 2316.14 2571 1755.76 1926.71 815.238 389.436 internal_count=90178 75281 14897 9557 69733 5340 5548 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=8 num_cat=0 split_feature=8 0 2 10 1 10 0 split_gain=54.7846 56.3835 82.1231 43.1732 10.1001 9.27098 6.01052 threshold=14.907335691510722 7.6870462158359087 14.651567852890247 7.5139353511990938 6.7811729855112457 12.394774688464326 7.844908726284209 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.069347346469686377 -0.030295142825999228 -0.01893931577991588 0.0083013727411697016 0.055278481279937043 -0.086319732884385061 0.091244808301142774 0.083791994569258135 leaf_weight=3.2165124793536943 72.678874810924754 1765.4596220076055 2962.1302102989575 299.18999890773557 93.203898086445406 2.2563260988245011 5.7260888529708609 leaf_count=270 773 21459 21689 1861 43005 932 189 internal_value=0 0.00107921 -0.00187318 0.0385174 -0.0717566 -0.0812203 0.0272754 internal_weight=0 5099.46 4727.59 371.869 104.403 95.4602 8.9426 internal_count=90178 45782 43148 2634 44396 43937 459 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=8 num_cat=0 split_feature=8 5 0 0 3 5 8 split_gain=54.9567 53.7691 78.6374 34.7836 12.9515 1.01176 0.922614 threshold=14.935545897668504 10.408931102912307 9.6989848020240803 10.415455781314156 8.873647564383413 11.107635011826856 14.937791608657685 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.034385420174949541 0.0093357952435932541 -0.074443252172247301 -0.0020441523791648853 -0.069607594005774542 0.06921699025697535 -0.07167522312836104 0.1170226340772404 leaf_weight=297.35716003522975 2.0093176171067162 222.26056862918631 457.53206789657997 35.112546884105541 10.741565633623393 3.5815110507246573 38.69770474176039 leaf_count=13421 235 48492 25348 793 335 903 651 internal_value=0 -0.00968369 -0.0257899 0.0232268 0.0920569 -0.0455613 0.108214 internal_weight=0 1012.26 679.793 332.47 55.0301 5.59083 49.4393 internal_count=90178 88054 73840 14214 2124 1138 986 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=8 num_cat=0 split_feature=7 7 1 9 6 4 4 split_gain=20.236 36.2318 41.0541 25.96 0.712317 0.686437 0.603581 threshold=1.0000000180025095e-35 1.9097346632798751 9.1097524012947311 6.9602043955360182 7.6555212302130498 15.507547855686127 16.841379823687735 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.04393897446312927 0.0038105403827649667 0.015172565199313591 0.27202915049451698 -0.0053435096934254678 -0.096556158723131946 -0.092001421530763308 -0.027712797445396172 leaf_weight=25.983734761051895 12.427513998554788 922.08108092742623 9.5975672166969144 1857.6262254573921 11.271413230453616 3.9029604181851019 2.5524901399330693 leaf_count=762 217 13595 132 74547 566 198 161 internal_value=0 0.00250039 0.127427 0.00146507 -0.0653099 -0.052991 -0.0865717 internal_weight=0 2801.73 22.0251 2779.71 43.7106 29.8867 13.8239 internal_count=90178 88491 349 88142 1687 960 727 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=36.2226 19.2532 72.1237 22.4638 threshold=14.913676627498663 14.67823852713458 14.601153418519075 9.6383445967260339 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0014693689352754363 -0.087010237819204791 -0.067315121349677071 0.1273727696601703 0.0025039478436327672 leaf_weight=169.45445255149389 43.692630780537002 46.009767846611794 57.417438388802111 2335.5067470439244 leaf_count=3571 42942 1117 1065 41483 internal_value=0 0.00378493 0.0315543 0.00112739 internal_weight=0 2608.39 226.872 2381.52 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=8 num_cat=0 split_feature=9 6 7 8 8 8 0 split_gain=34.7237 42.0509 34.2874 29.4263 34.8997 14.3801 12.2232 threshold=7.07114974171171 7.4575126519691475 5.9163233873425307 14.894177514361893 14.88524577860194 14.601153418519075 8.4155987825497807 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.069048361006437783 -0.033647048072206732 0.035594431271230589 -0.0073542646103929334 -0.072047809457692999 0.035508908602068602 0.053267787620624008 0.09040522545799734 leaf_weight=47.232173220429104 20.153580774989678 225.75251702064998 1030.2450010239991 122.08263483303017 93.414466609247029 221.04172473404469 3.9910100170818614 leaf_count=1257 768 10110 54548 13473 1454 7686 882 internal_value=0 0.00774466 0.000387493 -0.0313552 0.000156743 0.0458965 -0.0662342 internal_weight=0 1497.19 1256 266.72 140.647 241.195 126.074 internal_count=90178 73112 64658 17066 2711 8454 14355 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=113.099 54.5659 56.5534 32.2473 threshold=14.891696904234349 14.889955778994116 14.601153418519075 14.890571850410577 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.035803954253483421 -0.088590429253891045 0.045937172811828297 -0.017691909636380815 -0.018729149937144061 leaf_weight=248.9576809121063 138.81431276947842 390.54231140669435 943.01360184710938 95.436269989004359 leaf_count=3571 57852 14555 12780 1420 internal_value=0 0.00501995 -0.006498 0.0332256 internal_weight=0 1677.95 1191.97 485.979 internal_count=90178 32326 16351 15975 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=9 0 2 8 9 0 split_gain=55.1513 73.3602 53.3218 43.7044 9.73209 29.7209 threshold=8.2806248505865856 9.3933457523545609 11.861833659255757 14.909654479947964 7.714096927547998 8.8767176185970644 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.086464992542695046 -0.065045024568006635 0.064247510551693518 -0.011208914767723547 0.1063478552849747 0.05017910033867326 -0.073460506061591255 leaf_weight=67.783032149600331 16.839307131289388 103.28609904527548 917.53127928746108 97.235701828729361 27.232289257284719 62.305344987107674 leaf_count=35526 2789 5669 29967 1672 3283 11272 internal_value=0 0.00501032 -0.00351884 0.0807021 -0.0579905 -0.0357174 internal_weight=0 1134.89 1020.82 114.075 157.321 89.5376 internal_count=90178 40097 35636 4461 50081 14555 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=8 num_cat=0 split_feature=4 4 3 5 0 3 4 split_gain=33.183 37.9183 54.1906 52.4938 12.6511 10.7247 3.33245 threshold=19.992260924989491 13.314555663435245 7.8586657796468371 11.344126445715835 8.8314713295069023 11.951487375877063 20.390660556885141 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.00057791279644176029 -0.088791672758185405 0.029113175403918164 -0.012755535917114803 0.055439422169978242 0.071285831322527443 -0.0034779261229769183 -0.0012763021822014508 leaf_weight=526.34940839296905 5.0631192575674531 350.57677636086009 2561.9487198720162 244.21276795607992 103.19103545323014 23.406935037579387 15.515048748580737 leaf_count=11366 67 4755 68709 3937 958 204 182 internal_value=0 -0.00248815 -0.00770759 0.0172244 0.0457768 0.0575437 -0.0259259 internal_weight=0 3683.09 2912.53 770.562 147.176 126.598 20.5782 internal_count=90178 88767 73464 15303 1411 1162 249 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=6 num_cat=0 split_feature=8 5 8 8 0 split_gain=50.3425 45.2264 60.2551 43.17 3.54192 threshold=14.914060284370994 11.364831151402891 14.934514569198791 14.931609817309598 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.087863329170737747 0.002218016503696422 -0.017897382584717954 0.026766250541281934 0.02959811930546636 0.028318605947357047 leaf_weight=66.409655528965231 1986.001350912702 1617.6381333877216 370.42228753305972 810.11700533516705 2.2878651356586479 leaf_count=47188 14935 20523 1849 5280 403 internal_value=0 0.00196167 -0.00956623 0.0101586 -0.0836433 internal_weight=0 4784.18 1988.06 2796.12 68.6975 internal_count=90178 42587 22372 20215 47591 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=8 num_cat=0 split_feature=4 0 10 10 6 0 0 split_gain=52.9368 63.6762 68.6494 63.4863 25.1283 16.6699 4.30367 threshold=12.682335958791592 8.2347183858967803 8.9748065130418535 8.1294663553881694 8.3912543733856495 7.1203607740439248 9.202982946615677 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.060548738509972701 -0.016251931470700361 -0.028075742639512846 0.0045877563733814093 0.039508142381375372 -0.050765927745749562 -0.021275930464913311 -0.087924755205253419 leaf_weight=25.520803567720577 276.76004193388508 845.36579506830458 2682.9213682943591 772.72834698963561 100.88701284395938 416.93382410606137 50.20809042914334 leaf_count=399 5101 14921 52341 7114 1619 6811 1872 internal_value=0 0.00318977 -0.00324405 0.0248022 -0.0285274 -0.0164304 -0.0636105 internal_weight=0 4577.78 3528.29 1049.49 593.55 442.455 151.095 internal_count=90178 79477 67262 12215 10701 7210 3491 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=8 num_cat=0 split_feature=5 6 5 6 0 5 8 split_gain=51.0675 56.0907 59.9398 49.1058 33.2876 19.1469 4.96755 threshold=11.530803883591323 8.8735969351074147 10.259444080357182 12.797909639970344 10.674023846572569 12.95998566824249 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.022328040059795336 -0.0051999364204612089 0.039670116473308779 -0.061761145824555864 -0.12206411652670723 0.026198384647869912 -0.06752482481259782 -0.074863850002664933 leaf_weight=161.98516821011435 11.149495797464622 422.75962737424561 175.92130182941764 18.687286112864967 80.94243150317925 28.697437910552253 149.50480147792405 leaf_count=7704 125 15255 27920 253 1905 7107 29909 internal_value=0 0.00912376 -0.0215036 0.0325632 -0.0412434 0.00127843 -0.0700912 internal_weight=0 779.353 337.906 441.447 270.294 109.64 160.654 internal_count=90178 51132 35624 15508 39046 9012 30034 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=8 num_cat=0 split_feature=8 2 3 3 9 8 5 split_gain=29.2607 21.0934 25.8734 12.3142 23.7971 7.2643 2.8625 threshold=14.911370549600658 15.474783942881347 8.4802384706000336 7.555671347408925 7.4696347274316013 14.899408278746956 12.95998566824249 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-0.0048347106442700218 -0.076171189042846532 -0.032086673740258281 0.015585899047958603 -0.085827669359740733 0.23443704463262988 0.0042990930534475341 -0.0038700379494698597 leaf_weight=1179.5741781883407 5.6283978876599559 212.25840912151034 1307.1556171782431 54.175612751274457 2.9758152358117513 73.584684272529557 4.7232382939400841 leaf_count=11177 1487 10696 23113 33682 676 830 8517 internal_value=0 0.00294167 0.00590138 -0.063217 0.044479 -0.0227375 -0.0794296 internal_weight=0 2772.57 2486.73 67.5031 8.60421 285.843 58.8989 internal_count=90178 45816 34290 44362 2163 11526 42199 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=5 num_cat=0 split_feature=8 3 5 5 split_gain=32.9559 20.0432 29.5332 15.6693 threshold=14.913676627498663 9.0995930011054131 11.542277916954374 10.903001996475369 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00044656523410142792 -0.086822208372174262 -0.04873523471665224 0.0029456438587280222 0.016782065815123908 leaf_weight=1108.4546114319819 40.003732296827366 166.60878256903379 324.63427353097359 1006.8205879690358 leaf_count=8882 42942 11960 9876 16518 internal_value=0 0.00353156 -0.0146457 0.00775791 internal_weight=0 2606.52 491.243 2115.28 internal_count=90178 47236 21836 25400 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=8 num_cat=0 split_feature=1 3 8 8 8 8 7 split_gain=32.7653 37.1654 42.9219 31.0408 38.6303 23.7179 16.53 threshold=9.9612724346950223 10.606625272355076 14.892420099699093 14.877113625005363 14.895250497244401 14.859092336325736 8.9227366191199433 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.063982327882679824 -0.036968991248080944 0.017577112035340663 -0.077787371866353427 0.015676833280805099 -0.026207560999377124 0.039827265296397595 0.031778225938617906 leaf_weight=131.45112257280562 43.317898972250987 126.76899399157264 73.928266928807716 512.12517287337687 384.74971072459448 456.1447226220771 20.245454475254519 leaf_count=5540 3325 2036 8642 18067 39260 12250 1058 internal_value=0 0.0185204 -0.0177626 -0.00939885 -0.0023003 0.0331062 -0.0510777 internal_weight=0 700.16 200.697 1048.57 896.875 499.463 151.697 internal_count=90178 26253 10678 63925 57327 15575 6598 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=5 num_cat=0 split_feature=8 3 5 8 split_gain=103.509 59.1862 55.0748 53.0764 threshold=14.891696904234349 9.350372350165296 12.084061034218061 14.888650765397751 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00084356700123474314 -0.08850458967500778 -0.059691997053967383 0.01003694086522524 0.04192183496739834 leaf_weight=720.43317050044425 127.04892659163306 233.37168243806809 218.74727600056212 484.9377530044876 leaf_count=5456 57852 9792 2647 14431 internal_value=0 0.00481058 -0.0260076 0.016382 internal_weight=0 1657.49 452.119 1205.37 internal_count=90178 32326 12439 19887 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=8 num_cat=0 split_feature=6 0 3 8 8 10 2 split_gain=59.1338 47.4705 46.1757 48.4996 36.9611 29.5917 6.40112 threshold=9.4451284588075488 10.157963546252516 10.743367559408187 14.915975245213344 14.909654479947964 10.035832483882487 13.129790129782949 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=-0.081240375878997947 -0.069313458953106866 -0.033053017057154507 -0.10167401665065175 0.0076733026162020164 0.0042833419773119557 0.044396108698450364 -0.10397428147552341 leaf_weight=63.50810703085881 101.22118500662327 16.308543964230921 13.509740323526783 409.43424949262408 232.83863064275647 353.55275948630879 85.853386105998652 leaf_count=28254 12975 517 314 8210 28386 8591 2931 internal_value=0 -0.0346467 0.0117553 -0.00769252 -0.0142563 0.0387584 -0.093083 internal_weight=0 398.509 877.718 510.655 296.347 367.062 102.162 internal_count=90178 60088 30090 21185 56640 8905 3448 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=8 num_cat=0 split_feature=4 4 3 3 0 9 9 split_gain=31.3165 43.8557 43.6996 43.6232 12.3915 17.7578 7.21377 threshold=17.04402889909527 13.314555663435245 8.8303606113280022 7.8384582945823196 8.4743161283059258 9.65909259506798 7.4454431753230574 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=8.7159948532500086e-05 -0.004879238365015936 0.024957279559836679 0.052755009900769367 -0.017757201021191226 0.033261844789567445 0.0001951293849323817 -0.085054667844958104 leaf_weight=550.12788653804455 105.30855538195465 271.66414946387522 219.75707788125146 1946.6119511466532 458.28009831754025 251.27419435940101 11.581735336105337 leaf_count=9968 1926 3847 5335 53732 8402 6765 203 internal_value=0 -0.00538114 0.0151697 -0.0125172 0.0166016 0.0215687 -0.0134773 internal_weight=0 2988.16 769.885 2218.28 826.445 709.554 116.89 internal_count=90178 72882 15303 57579 17296 15167 2129 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=6 num_cat=0 split_feature=8 6 1 5 0 split_gain=45.4403 41.94 49.359 14.8119 3.47075 threshold=14.914060284370994 10.240161521051871 12.112998377477359 9.5142398139584579 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.087716720240637536 0.0033260485215806713 0.15378132693305377 0.13608631067371413 -0.036841917828809211 0.02701499381986246 leaf_weight=60.643728492752416 4425.6265291730961 3.1658307190518817 27.183923941542162 297.94198092719307 2.3235684586543348 leaf_count=47188 32436 23 206 9922 403 internal_value=0 0.00172151 0.00416691 -0.0343353 -0.0831268 internal_weight=0 4753.92 4452.81 301.108 62.9673 internal_count=90178 42587 32642 9945 47591 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=8 num_cat=0 split_feature=7 2 9 0 4 10 8 split_gain=52.0269 50.8236 60.3634 46.6021 7.33224 6.60714 4.07186 threshold=9.699684675872172 14.254292571378519 6.3060718344180797 7.9497622480470875 18.35684664861796 12.997582693827427 14.929221475802182 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.041573396934394623 -0.084708224065888404 0.039506471687787911 -0.029122827999539469 0.0029540853075866931 -0.029041782003095942 0.10920838161228284 -0.047917803323178014 leaf_weight=140.22012732253643 60.691571355266206 385.24383245204808 836.71911407146399 3600.1570509100857 43.438606367475586 2.7693479399458729 70.972257705172524 leaf_count=1637 10618 5040 16492 53089 1898 237 1167 internal_value=0 0.00148519 -0.0189437 0.0064964 -0.0534096 -0.0186183 -0.0653873 internal_weight=0 4962.34 976.939 3985.4 177.872 46.208 131.664 internal_count=90178 76258 18129 58129 13920 2135 11785 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=8 num_cat=0 split_feature=2 5 9 5 1 9 9 split_gain=47.7684 30.7288 33.3664 28.8186 24.5609 14.0847 5.2439 threshold=15.107118967780254 11.878734914652258 11.267337392416559 10.933379397126187 11.460622502413127 6.7255041784953802 9.7950214496402115 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.064574081731056485 0.032415446875826419 -0.064622328171698676 -0.1363900564602398 -0.069886683942292291 0.045797938516164462 0.0010996372499187616 -0.035094562151819879 leaf_weight=36.350518739767722 424.49572725332109 70.921094294440991 11.069466858170925 118.78263592252188 27.161486842145678 259.57189845043467 73.611000747492653 leaf_count=6271 22628 7976 110 29537 1220 13003 9433 internal_value=0 0.0164379 0.0278228 -0.0268027 -0.0338906 -0.0071579 -0.0568253 internal_weight=0 533.648 435.565 488.316 98.0826 295.922 192.394 internal_count=90178 31934 22738 58244 9196 19274 38970 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=6 num_cat=0 split_feature=8 4 7 5 3 split_gain=26.9941 20.2294 26.0487 24.5406 2.6229 threshold=14.918440503101598 16.841379823687735 9.0417537712561593 12.780977056249043 6.7046708222886204 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0031450345528606719 0.0081578144610918567 0.031708754205495536 -0.032983460469775155 0.055437324346429041 -0.086645337479101081 leaf_weight=2247.5787969028534 2.9854307714849702 393.21653335374504 73.067236678729387 72.856724381050299 36.71632905671504 leaf_count=37917 455 7205 4965 3184 36452 internal_value=0 0.0025396 0.0215225 -0.00128259 -0.0794912 internal_weight=0 2786.72 466.284 2320.44 39.7018 internal_count=90178 53271 12170 41101 36907 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=5 num_cat=0 split_feature=8 1 6 2 split_gain=30.0129 17.8395 24.6163 11.1655 threshold=14.913676627498663 10.390360553341081 9.1750502436701584 13.74549874842136 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=3.7149075755948558e-05 -0.086621111274827259 0.047715865944498365 0.025273662535593329 -0.056211431641118983 leaf_weight=2039.2048271466483 36.654164354917157 11.248666390849392 475.90789154115191 72.438437594712013 leaf_count=26152 42942 3288 12137 5659 internal_value=0 0.00330232 0.00482053 -0.0418437 internal_weight=0 2598.8 2515.11 83.6871 internal_count=90178 47236 38289 8947 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=8 num_cat=0 split_feature=8 9 5 8 3 1 7 split_gain=30.1085 27.6726 41.6566 30.0953 5.44347 2.93266 0.324509 threshold=14.91888241682727 7.1525626507872024 10.837931938820841 14.894177514361893 6.2423815403969032 10.55753310475871 11.368128635468112 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0053721610903100132 -0.068132530018688992 0.043705613807766913 0.001193449307872109 -0.061222509250065262 -0.08715895458740236 0.048853658875192975 -0.026810245394444595 leaf_weight=149.69209598586895 2.3705588381853877 289.69267261413916 1113.295742204813 122.91385104245273 42.645083725874429 4.9080122446175665 2.0320972379849982 leaf_count=3097 190 11661 32753 6470 33570 60 2377 internal_value=0 0.004329 0.00999635 -0.0247684 -0.0722559 0.00712482 -0.0850611 internal_weight=0 1675.59 1402.99 272.606 51.9558 7.27857 44.6772 internal_count=90178 53981 44414 9567 36197 250 35947 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=5 num_cat=0 split_feature=8 8 8 10 split_gain=94.9027 56.2854 124.776 4.37946 threshold=14.891696904234349 14.572237689267261 14.601153418519075 9.9136803710815418 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.053787850684180995 -0.088414480871105927 0.094015225439877448 -0.00025070617547757253 -0.10191792276128242 leaf_weight=60.244306928536389 116.18489698859776 155.17745312629268 1391.4523991428432 31.107814067450818 leaf_count=1495 57852 1065 28755 1011 internal_value=0 0.00473916 0.00926188 -0.0711035 internal_weight=0 1637.98 1546.63 91.3521 internal_count=90178 32326 29820 2506 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=8 num_cat=0 split_feature=8 8 9 0 9 6 4 split_gain=52.5044 62.9731 82.4348 63.2826 37.9607 17.4223 8.69192 threshold=14.92908783461008 14.915702871152954 10.719321924799104 10.642870333888316 9.9418661416306637 11.052076142501679 17.209730388135196 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.06563198790341139 -0.056740500135196097 0.044863401425511214 0.047777561459743566 -0.021237286059163273 -0.042178285849187203 0.036494455026516721 -0.10838570848080603 leaf_weight=206.21611758840299 109.63863389549078 468.02146445053222 91.947576703503728 208.82795574679039 48.679904390010051 63.953620253596455 49.327434107937734 leaf_count=45695 17045 15676 3671 4559 543 545 2444 internal_value=0 0.00760904 -0.030616 0.0244682 -0.0420303 0.00242036 -0.0733435 internal_weight=0 975.013 298.164 676.849 271.6 112.634 158.966 internal_count=90178 69601 49366 20235 20577 1088 19489 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=8 num_cat=0 split_feature=0 9 5 6 10 4 7 split_gain=33.0314 35.4446 32.2603 27.8776 18.1817 13.3129 10.4227 threshold=11.036062721795156 10.135604993590897 14.400878335079033 5.8449386424471648 10.220147875955425 14.851210305844889 7.7486460327375575 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.034204557120995883 0.049089658648682172 0.10181686491378371 0.17046763716595906 -0.0064187694350172717 0.0071949651613305732 0.045692722423946314 0.14623599612776925 leaf_weight=177.09279254241847 19.765984674100764 21.377802096947562 11.381650017574428 3286.297943559126 221.80831680720439 31.58098948962288 28.989085362059996 leaf_count=2189 170 240 102 80030 6696 420 331 internal_value=0 0.0317006 -0.003253 -0.00433231 0.0158958 0.0818737 0.10863 internal_weight=0 291.941 3506.35 3463.39 243.186 42.9626 48.7551 internal_count=90178 7437 82741 82219 6936 522 501 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=8 num_cat=0 split_feature=8 5 0 0 1 3 0 split_gain=41.5576 43.1057 85.3492 48.5725 40.4981 73.137 18.4795 threshold=14.930513278377072 11.03610917567841 9.0881844608369668 8.1840232086397702 8.0632785589488254 8.496916854731662 7.3262118193312773 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.026292130337947684 0.00067011008444653366 -0.018708760090031487 0.02473152307586092 0.04826171407652096 -0.042853780841369177 -0.00032811207233012326 0.029786729429826599 leaf_weight=71.533386867085937 386.6997499987483 1047.0856652045622 794.63004259346053 480.52770403586328 655.3212510587764 1053.7584643867885 311.77564195587183 leaf_count=966 2153 6278 4072 3459 13418 52819 7013 internal_value=0 0.00869683 3.73142e-05 0.0270657 -0.0100614 -0.0166495 0.0192801 internal_weight=0 2708.94 1841.72 867.227 2092.39 1709.08 383.309 internal_count=90178 15962 10350 5612 74216 66237 7979 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=8 num_cat=0 split_feature=3 2 5 0 9 2 3 split_gain=51.5026 59.2261 57.7252 53.0391 46.628 33.1402 23.4019 threshold=8.934597323333529 13.796726205957029 11.530803883591323 7.6870462158359087 5.9991806917619623 14.898485083876347 9.3078266469071114 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=0.061159957087077367 -0.02878683190243423 0.054053239496390598 -0.026361935717286178 0.0062446641083068492 -0.049709705058700045 0.013218894233656809 -0.074781137291875036 leaf_weight=42.954333311645314 369.66622156194353 249.80768937926041 331.46610113129282 3109.5909825886774 281.26635894793435 580.576326258888 158.43466415540752 leaf_count=506 5798 3126 14712 37207 4990 10895 12944 internal_value=0 0.00587264 -0.0164242 0.00981478 -0.0348783 -0.00117919 -0.0427008 internal_weight=0 3683.62 1440.14 3359.4 324.221 912.042 528.101 internal_count=90178 45829 44349 40333 5496 25607 18742 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=8 num_cat=0 split_feature=8 8 7 9 3 8 5 split_gain=47.5734 49.7717 47.577 23.8655 10.496 1.01474 0.739379 threshold=14.935545897668504 14.828882741269299 7.8734751604302451 8.6585318033535295 8.873647564383413 14.937791608657685 11.241303744593743 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0060015901540580625 0.0044592704286939852 -0.059831002700916992 -0.0025307950747890783 0.045657483917405338 0.065553477592650428 0.11545260099216986 -0.067170779244088083 leaf_weight=170.82695629756199 2.1283208088134407 245.55441980039177 351.7012750475842 186.20542674674653 10.119792654717456 34.735545075818663 2.8112135305418633 leaf_count=3095 278 52056 27457 5446 335 651 860 internal_value=0 -0.00850855 -0.0261497 0.0209928 0.0908094 0.10587 -0.0407527 internal_weight=0 954.288 597.256 357.032 49.7949 44.8553 4.93953 internal_count=90178 88054 79513 8541 2124 986 1138 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=8 num_cat=0 split_feature=9 5 7 3 4 2 7 split_gain=17.6644 28.6251 21.7111 16.3891 4.65423 8.69817 4.02011 threshold=9.6338923815969206 12.682243822926011 5.1249025554662744 8.0251953517255306 19.714399874998094 14.254292571378519 7.8240363006924758 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.018263208913954092 -0.024605373844024683 0.13944302592452218 0.0048987335730484305 0.034904159683105944 0.15366407102679738 -0.047346999049730193 -0.07892509345982926 leaf_weight=497.7591946569737 23.519574565914809 17.195997597940732 2144.9577416660395 93.004689679979492 2.2415238662069887 5.5030058076081332 36.053737103833555 leaf_count=11133 3015 563 56624 3771 349 503 14220 internal_value=0 0.00262244 0.000530893 0.052324 -0.0488536 0.0217516 -0.0582399 internal_weight=0 2752.92 2642.72 110.201 67.3178 7.74453 59.5733 internal_count=90178 72091 67757 4334 18087 852 17235 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=5 num_cat=0 split_feature=8 8 8 3 split_gain=27.3375 19.2203 57.8455 18.7243 threshold=14.913676627498663 14.67823852713458 14.601153418519075 8.7873144074596041 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0012122419742663468 -0.086404272865539533 0.0066037215345328753 0.11794590114358555 -0.012357320327092566 leaf_weight=165.33915482199518 33.590691957320814 1604.3084078784741 56.123410216008779 769.92772520128347 leaf_count=3571 42942 17395 1065 25205 internal_value=0 0.00308604 0.0311923 0.000452338 internal_weight=0 2595.7 221.463 2374.24 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=8 num_cat=0 split_feature=4 2 4 1 8 3 5 split_gain=30.3754 47.5709 42.0267 33.0096 18.4239 22.389 14.177 threshold=18.106301929367444 14.824304510692821 11.711242150531097 8.7228285616283561 14.894551491458904 8.1445832038572572 13.635837220905737 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.020072127575449322 0.060987973278623431 0.08823200786382028 -0.04457810853155357 0.017918277083512828 0.13216765846468578 -0.023055659722531919 -0.02745495805517181 leaf_weight=325.54329191279248 159.11749192883144 24.716658743913285 336.73344353708671 762.74938307139382 9.5339314308948797 77.899786382593447 19.860344897839241 leaf_count=15928 2331 2564 38336 26291 484 4101 143 internal_value=0 -0.00389858 -0.0352779 0.00654613 0.0327797 -0.00482668 0.0510759 internal_weight=0 1449.74 361.45 1088.29 266.412 87.4337 178.978 internal_count=90178 83119 40900 42219 7059 4585 2474 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=5 num_cat=0 split_feature=8 3 5 0 split_gain=86.9101 52.0725 50.1245 30.0249 threshold=14.891696904234349 8.5551958898515625 10.503649876859726 8.2594399441877027 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00082927414421115155 -0.088320615262924632 -0.079456143653985442 -0.0021435814533361601 0.045337619864469325 leaf_weight=225.61280844104476 106.3051257687257 91.113424089970067 936.52272440481465 373.88748087687418 leaf_count=2040 57852 5829 18258 6199 internal_value=0 0.00459418 -0.00906893 0.027991 internal_weight=0 1627.14 1027.64 599.5 internal_count=90178 32326 24087 8239 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=8 num_cat=0 split_feature=3 4 8 3 2 8 2 split_gain=49.209 52.136 42.123 7.17224 4.28858 5.41905 3.5452 threshold=8.8993085308512256 20.390660556885141 14.927118777216934 11.862443464672376 13.585296496002817 14.91978493757968 16.216745746960783 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.073526215468291634 0.021265003351296979 -0.11222643107981636 -0.023219065609216674 -0.030337800217867441 -0.077186851957410943 0.012962439960085906 0.014508302872900817 leaf_weight=12.368310130652391 757.84791988677171 39.653770316799637 294.93716401874553 15.78287313308101 90.114003697890439 15.268893504951846 4.1169700461468883 leaf_count=2274 37348 632 7611 178 40129 1529 477 internal_value=0 0.00378097 0.00879261 -0.0898633 -0.0629178 -0.0269592 -0.0730704 internal_weight=0 1108.22 1052.79 55.4366 121.868 27.6372 94.231 internal_count=90178 45769 44959 810 44409 3803 40606 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=8 num_cat=0 split_feature=8 2 2 5 6 6 3 split_gain=33.7486 34.4918 32.0895 31.6587 21.3098 7.31137 7.15059 threshold=14.899147067329563 14.013900857802197 16.146590504956283 14.97309612268935 7.2002025186416185 5.518791101331245 10.902933712826181 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -4 -3 -1 right_child=2 5 4 -5 -6 -7 -8 leaf_value=-0.0023410978898987622 -0.00099383457697008138 0.02914951245978932 0.14691645832803724 0.086665457818844549 0.03207475447053941 -0.06367646424477913 0.061706270156467152 leaf_weight=109.11304836516501 3262.5347012843122 8.3591135485330579 17.232199118472636 40.726731775561348 153.41016858792864 177.11338532922673 19.731406739912927 leaf_count=5427 47664 267 138 481 1759 33913 529 internal_value=0 -0.0318643 0.00230341 0.00011284 0.0444603 -0.059359 0.00786689 internal_weight=0 314.317 3473.9 3303.26 170.642 185.472 128.844 internal_count=90178 40136 50042 48145 1897 34180 5956 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=8 num_cat=0 split_feature=10 0 8 6 0 10 5 split_gain=45.0503 66.5914 78.9828 69.8902 42.4765 54.0342 33.345 threshold=8.6196281757617239 8.7438333106679718 14.930030112180424 7.2772637871210915 7.9647908745255638 7.5650633076543903 11.553432442627892 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.045535507262269154 0.018678977244962366 -0.022608090273172787 0.018400569487129575 -0.038104736138370621 0.038233180332884059 -0.019375172477923558 -0.026554869342631418 leaf_weight=169.67011490967707 282.38904976588674 705.79319268157997 1398.9495459413156 924.29546995324199 693.84651571496215 514.93107334176602 88.983764899050584 leaf_count=2661 2601 47521 7777 11664 10721 5361 1872 internal_value=0 -0.00609345 0.00464474 -0.0248117 0.0149493 -0.00324489 0.0308443 internal_weight=0 3311.43 2104.74 1206.68 1467.43 684.601 782.83 internal_count=90178 69563 55298 14265 20615 8022 12593 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=8 num_cat=0 split_feature=8 0 10 10 10 3 4 split_gain=48.4716 59.1112 53.8053 44.4043 34.0988 56.8772 11.9922 threshold=14.926295702715089 8.9880901250873055 9.6874165039918321 9.0825933022799301 9.0056460645032477 8.7873144074596041 14.354161080620777 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.061694966556391097 0.0042800532882794591 -0.032232778069357114 0.0065882239441949686 0.031995695836355323 0.030586222336681221 -0.030337079879948395 -0.026625993768033374 leaf_weight=182.26919481439836 1791.7610639133491 684.26354077714495 744.75293656077702 852.65447897464037 257.97919763650862 374.36559871684585 214.30726415069512 leaf_count=10283 10636 3800 5847 4909 7990 34994 11719 internal_value=0 0.00437156 -0.0120102 0.0132253 -0.0199101 -0.00547301 -0.0428586 internal_weight=0 4073.43 1429.02 2644.42 1028.92 632.345 396.576 internal_count=90178 25192 9647 15545 64986 42984 22002 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=8 5 0 3 3 9 split_gain=42.8222 42.1667 61.6133 27.9012 5.02149 0.941925 threshold=14.937791608657685 10.463072302493041 9.6989848020240803 11.036803093657491 8.9535541855830072 10.504261337961323 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.0263343883641536 -0.015930267175347242 -0.070636620665662106 -0.0019339383130825484 -0.12812578765809618 0.10214143480506369 0.18342623060016675 leaf_weight=326.73701102257473 2.9954385761375297 187.6209458187368 424.07538266940537 11.147067210637031 29.571623447700404 2.7594939274713388 leaf_count=15533 419 48154 25256 173 583 60 internal_value=0 -0.00743884 -0.0230875 0.0208756 0.103191 0.114374 internal_weight=0 949.58 611.696 337.884 35.3266 32.3311 internal_count=90178 89116 73410 15706 1062 643 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=8 num_cat=0 split_feature=9 1 3 9 9 4 5 split_gain=18.8282 42.4141 40.5782 27.0737 23.9941 15.5531 10.8566 threshold=6.8894159018657755 8.2481370650792751 8.1556290402387166 6.3060718344180797 7.6529449269498793 11.481818262346197 11.619214303871553 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.030196010168747962 -0.045903358657375291 0.013506201139618292 -0.024448248430969891 -0.020317813497448826 -0.010298464049680989 0.047447152407018051 0.019844254623367454 leaf_weight=153.6913463951787 258.26738364252378 876.50262142186693 32.738782231957885 336.88114088162547 817.30910719828353 306.73089262179565 27.252351066817937 leaf_count=2409 4051 17486 553 4490 55646 4999 544 internal_value=0 -0.00399741 0.0139369 -0.00446311 0.00202052 0.040462 -0.0395805 internal_weight=0 1979.33 830.042 490.572 1693.81 339.47 285.52 internal_count=90178 77727 12451 6899 73132 5552 4595 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=5 num_cat=0 split_feature=8 8 1 5 split_gain=24.8175 16.7448 23.2335 22.0598 threshold=14.913676627498663 14.81036057168097 9.39115092401879 10.020714679806042 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.034141474359439837 -0.086161995551983159 -0.038175366158087726 -0.040413385387192115 0.0023266460769889555 leaf_weight=291.61437928973464 30.692117433327439 142.65795168791374 47.899740633758483 2103.2404273064458 leaf_count=2980 42942 2359 4851 37046 internal_value=0 0.00287105 0.0235352 -0.00026186 internal_weight=0 2585.41 339.514 2245.9 internal_count=90178 47236 7831 39405 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=8 num_cat=0 split_feature=6 1 2 1 4 8 6 split_gain=28.8084 37.6323 46.1253 29.3446 25.135 13.2182 13.1889 threshold=6.8788941041374283 9.2151832224055941 13.546825074132277 7.7959439481576203 14.544917840119327 14.898934405764823 5.2808713649943622 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=0.037008806150194772 0.02716044915643355 0.038180664998987285 -0.04538634841349707 0.068109082364714899 -0.00098498414951745457 -0.00086602696011381971 -0.051084094616153965 leaf_weight=25.298628797769197 116.21489352897333 206.61767393915216 348.56458251285949 142.66383745754138 777.20588268739084 34.414078317800886 47.466029355826322 leaf_count=497 1810 9776 34082 2193 36106 3692 2022 internal_value=0 -0.0038089 -0.0272272 0.0328955 0.00727081 0.0547746 -0.0203697 internal_weight=0 1448.6 464.779 249.843 983.824 177.078 72.7647 internal_count=90178 81774 35892 8404 45882 5885 2519 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=79.4739 48.1951 107.65 6.15583 threshold=14.891696904234349 14.572237689267261 14.601153418519075 11.117616444070858 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.028524038617100119 -0.088221757437508291 0.089102474889521832 -0.00015103053789177896 -0.086257890937999862 leaf_weight=28.88257926912047 97.117923218676879 148.86584959877655 1374.6525667054811 57.886553461663425 leaf_count=1967 57852 1065 28755 539 internal_value=0 0.00447707 0.00862282 -0.0675841 internal_weight=0 1610.29 1523.52 86.7691 internal_count=90178 32326 29820 2506 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=8 num_cat=0 split_feature=6 8 8 9 0 3 3 split_gain=47.3168 41.4772 44.1993 31.885 17.8688 19.2171 5.01234 threshold=8.0980179417602738 14.930690994557574 14.91752864592924 9.9418661416306637 9.2262521820213781 8.8049228894307117 10.170164522753945 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.082530647855395503 -0.018188460092817382 -0.083608134372930784 0.028440141498930989 0.0033125708749695997 -0.062333678067061776 0.0281929865251377 -0.11728434942027673 leaf_weight=25.701217941677896 304.05721028513653 85.163089141686214 609.04834003462747 82.574324572226033 38.763756790234766 37.106544489106454 36.327783835266018 leaf_count=19470 36581 8446 15130 731 4152 4919 749 internal_value=0 0.00450551 0.0129103 -0.0410525 -0.0574943 -0.017699 -0.0901097 internal_weight=0 1080.84 913.106 167.737 137.899 62.8078 75.0915 internal_count=90178 60888 51711 9177 29290 24389 4901 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=8 num_cat=0 split_feature=7 7 8 9 0 0 5 split_gain=29.7877 28.9953 33.4663 20.2989 20.2094 10.6709 7.21212 threshold=12.784782452072321 3.5270361845031446 14.897822350845894 11.799389559044503 7.6292039315387203 11.348217385527382 12.052182822932386 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.012299759591188288 0.065096349273705806 -0.042655514035497111 -0.0018194137903707027 0.1262157889853843 0.048455575713500433 0.16888389480255703 -0.039079681075570305 leaf_weight=77.728541299235076 39.227291502960725 213.05414027618826 3215.5505829394388 2.0376510520000037 181.4519939860329 13.61424428236205 19.897313311463222 leaf_count=873 805 35841 48813 34 2911 241 660 internal_value=0 -0.00192756 -0.00436867 0.0614109 0.0302577 0.0944765 -0.0188908 internal_weight=0 3687.79 3428.6 74.7765 259.181 52.8415 21.935 internal_count=90178 88438 84654 1740 3784 1046 694 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=8 num_cat=0 split_feature=6 8 3 5 8 0 1 split_gain=41.3615 44.2026 41.7448 23.0571 21.7807 15.92 7.91287 threshold=9.3173683923343713 14.932038140668062 8.316115432822679 11.344126445715835 14.926867895088117 9.4969986708087983 8.8902650423914746 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.018635899827824522 -0.012849881486928194 0.037052323281410553 0.0069513952885830975 0.0088151217730735344 -0.026936652743858553 0.0043386504106547779 -0.071154185308371309 leaf_weight=995.67673561411357 30.926846174290404 502.3399059465155 1768.883101921936 681.64249902963638 363.13948484661523 293.86025639344007 99.758100328930595 leaf_count=15277 2258 3112 35599 3622 2296 3344 24670 internal_value=0 0.00465793 -0.00226747 0.0208168 -0.0204252 -0.0129626 -0.0575587 internal_weight=0 3948.54 2764.56 1183.98 787.685 657 130.685 internal_count=90178 57610 50876 6734 32568 5640 26928 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=8 num_cat=0 split_feature=8 7 6 5 10 4 3 split_gain=44.2693 42.0918 42.2178 11.6273 7.53965 7.43648 1.38992 threshold=14.907335691510722 9.699684675872172 6.3752834714674353 13.392789936838307 6.4024571332175748 18.35684664861796 10.319871962920201 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.019059481236026344 -0.035921350882437496 -0.062013606646423539 0.0046712614907295971 0.0095080243201738496 -0.086971658705727206 -0.013346999089833776 0.10670959807810031 leaf_weight=6.9667741109151384 270.58400249376427 119.2826620064734 4527.0258473894792 2.9079638866969608 78.943633345341368 43.371209431221359 2.5036379973607836 leaf_count=249 2439 7988 33974 628 42856 1381 663 internal_value=0 0.000674132 0.00237484 -0.0692138 -0.0782529 -0.0491976 0.064107 internal_weight=0 4960.26 4797.61 91.322 85.9104 162.654 5.4116 internal_count=90178 45782 36413 44396 43105 9369 1291 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=8 num_cat=0 split_feature=5 6 6 8 10 8 8 split_gain=39.5204 43.6237 37.1277 34.7493 27.8542 18.4432 5.9509 threshold=11.530803883591323 8.4341549963804727 12.567011086365296 14.771689466117605 10.66095657142532 14.874443652260416 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.012819127093911266 0.0056523404325532316 0.032405695947618135 -0.10342627097529833 -0.061871866055325533 0.041648781041380679 -0.037265332826644688 -0.076361134525968391 leaf_weight=122.14978398068342 9.4271210619481263 458.15968051778327 20.086956440849463 125.50143614215631 51.755847492779139 66.526823053085536 116.06655791278899 leaf_count=2096 112 21355 296 27385 473 10538 27923 internal_value=0 0.00887365 0.0264967 -0.0251284 -0.0375837 -0.00267594 -0.0702043 internal_weight=0 725.898 478.247 247.651 243.776 118.283 125.494 internal_count=90178 51132 21651 29481 39046 11011 28035 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=8 8 8 10 3 8 split_gain=24.3009 17.6902 64.6361 40.5778 4.06341 0.223511 threshold=14.915975245213344 14.886609811404641 14.863791496742204 9.4563346763169349 6.7046708222886204 14.91752864592924 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.0037250934984226353 0.02595495174593293 0.0044165135392103174 0.075630666839228686 -0.031755057365495311 -0.031455336055184829 -0.086526097599030044 leaf_weight=353.69215738249477 3.2305339353624722 1886.2834832731314 143.55448282283032 370.12663519768103 2.2821037222347504 34.975315358506123 leaf_count=10671 463 21289 3195 14566 2125 37869 internal_value=0 0.00223678 0.0192906 -0.00152827 -0.0748709 -0.0840633 internal_weight=0 2753.66 497.247 2256.41 40.488 37.2574 internal_count=90178 49721 13866 35855 40457 39994 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=5 num_cat=0 split_feature=8 2 3 1 split_gain=22.5765 17.5261 25.4336 14.1726 threshold=14.913676627498663 15.161836301224202 9.0995930011054131 10.657597402609927 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0023877855324286714 -0.08590737706145446 0.019298716985398964 -0.030966780343142243 -0.057675662487115587 leaf_weight=1638.8186791616608 28.1164836256321 650.10822454150184 264.65157541981898 23.881417901357054 leaf_count=18196 42942 16053 10698 2289 internal_value=0 0.00264486 -0.00226354 0.0164899 internal_weight=0 2577.46 1903.47 673.99 internal_count=90178 47236 28894 18342 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=8 num_cat=0 split_feature=8 8 2 7 2 9 9 split_gain=25.4173 27.5459 47.1272 35.4693 6.98471 2.11797 0.0970867 threshold=14.91888241682727 14.877113625005363 12.673578259141348 5.5385308218452254 11.682578314229954 8.7887755720401746 10.831218400278873 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.037332740072469138 0.074841091252388206 0.038996172017091033 -0.052912614564414463 0.00043080731693918828 -0.085438002733837795 -0.036589488905660661 -0.032949935423685406 leaf_weight=82.146917020902038 3.2580050326650953 306.88143639086047 190.18870024001808 1058.1206845090346 39.999873176686378 2.0591933270734444 2.0489228765436556 leaf_count=759 67 6699 11332 35191 32619 1778 1733 internal_value=0 0.00332671 -0.0256541 0.00912332 -0.0702285 0.0327264 -0.0837052 internal_weight=0 1637.34 272.336 1365 47.366 5.3172 42.0488 internal_count=90178 53981 12091 41890 36197 1845 34352 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=8 num_cat=0 split_feature=3 5 4 0 7 7 1 split_gain=42.1992 43.7469 39.1646 25.2621 23.2898 21.3541 9.68419 threshold=8.5301361689462389 11.811138932055806 16.937435596118046 8.2594399441877027 5.1879580027170729 3.6791847137093314 8.2481370650792751 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=0.0072891462684327021 -0.01875789405156891 -0.059282806001440293 -0.085322968477124464 -0.046478792101260838 0.015894858201762091 0.043459217977415858 -0.037909607182810862 leaf_weight=168.13619273033692 475.11099069810007 44.324847365074675 107.87070521618443 27.794897704574396 454.54467163721711 341.95587781895301 64.8902658552106 leaf_count=8575 28692 1156 6733 640 24808 15318 4256 internal_value=0 -0.0126205 -0.0311996 0.0203738 0.00911005 0.0365913 -0.00540544 internal_weight=0 1081.85 582.982 602.777 498.87 369.751 233.026 internal_count=90178 61389 35425 28789 25964 15958 12831 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=8 num_cat=0 split_feature=7 4 3 8 0 8 2 split_gain=46.1931 50.7197 46.6412 35.2029 13.3283 14.8248 2.1158 threshold=6.232531647769286 17.330114649512243 10.82271793063118 14.902767949361744 10.485722705959107 14.923906681889694 10.530406060197963 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.008387536395732231 -0.03906509219417488 -0.058236567810049357 0.013864363385059955 0.029550262023814507 -0.0058305202738335301 -0.081562689113754944 -0.1087032935379213 leaf_weight=74.76772014155722 84.507512991389376 195.08311364649853 164.81688797850802 600.52490585533087 2.2345560020476105 43.215413440819248 36.722961580817355 leaf_count=17126 24447 8735 3063 24323 68 11413 1003 internal_value=0 0.00508121 -0.0252709 0.0210411 -0.0529395 -0.0356507 -0.103096 internal_weight=0 1044.93 359.9 685.032 156.941 117.983 38.9575 internal_count=90178 60568 11798 48770 29610 28539 1071 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=8 num_cat=0 split_feature=3 6 6 9 3 5 9 split_gain=29.4999 60.1999 38.6464 37.2302 36.5095 20.6376 16.4108 threshold=9.7613439623177971 6.5955487313524896 11.0024290428883 9.1734369723927607 7.8586657796468371 12.354114866459332 12.236303351805772 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=0.016036225522764132 0.17032145622366299 0.046857294412792412 0.099439817131183564 -0.004999961426663012 -0.012420486900179377 0.014204990232827321 0.010244543255560323 leaf_weight=554.9846915070666 30.541785623528995 197.81303699791897 50.00503541022772 455.41090517202974 2385.0773536196357 65.012061934568919 8.2031588503159565 leaf_count=7670 345 3592 836 19389 57523 745 78 internal_value=0 0.0180388 -0.00481359 0.0107514 -0.00704519 0.0517995 0.13754 internal_weight=0 691.969 3055.08 653.224 2940.06 115.017 38.7449 internal_count=90178 23404 66774 22981 65193 1581 423 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=8 num_cat=0 split_feature=10 0 5 0 6 8 4 split_gain=43.5428 48.5691 49.2055 38.9787 29.6415 28.4845 14.5739 threshold=9.7747015689184327 9.3332848397188393 10.729244079221766 9.8282725792254144 10.211823771337514 14.929905939056884 18.495626961458719 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.017357604251390362 -0.045300826800720534 0.0010489230358162204 -0.0075155492701582871 0.023788771126693194 -0.032952493147535476 0.057971365979710379 0.028600786903643417 leaf_weight=1221.8236112133091 414.01746893623931 134.0272798359947 2274.0830149369285 246.60159202961222 145.56963703403744 254.69904685206711 27.862821557355346 leaf_count=15428 7978 10042 31805 9153 13892 1325 555 internal_value=0 0.00491339 0.00118013 -0.020256 0.0026968 0.0383984 -0.0405869 internal_weight=0 3884.63 3495.91 834.052 392.171 388.726 441.88 internal_count=90178 58600 47233 31578 23045 11367 8533 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=8 num_cat=0 split_feature=2 9 3 10 2 10 0 split_gain=41.5806 56.4841 52.3398 51.6159 35.2783 29.3471 10.3124 threshold=14.713940324975797 6.4104671060968021 10.032417586687368 9.662511961418625 13.652160250779874 7.6972791654417057 11.348217385527382 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -3 -1 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=-0.014948336772559984 0.0022039885435376854 -0.05688347595670587 -0.063457602594575571 0.033196249205182077 -0.01205340885566795 0.05592479233307384 -0.0023280706160038944 leaf_weight=86.423861270188354 1914.6746791861915 194.10496116463037 116.62753247406363 746.1259480440167 1762.8112835078791 177.08383770883665 36.157848356029717 leaf_count=1721 28434 13237 8018 10910 25201 1400 1257 internal_value=0 -0.0106714 0.0076292 0.0109039 -0.0165268 0.0327116 -0.0491 internal_weight=0 2220.42 2813.59 2660.8 1956.92 263.508 152.785 internal_count=90178 41559 48619 39344 38438 3121 9275 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=7 num_cat=0 split_feature=8 8 7 1 4 4 split_gain=38.0265 39.7793 41.9505 20.0475 2.83211 2.37819 threshold=14.935545897668504 14.828882741269299 6.7904403183289306 9.3171864001047133 14.675772601535739 18.665636714938604 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0072155442478853528 -0.0029713692506840791 -0.072541870855423296 -0.0084774579357624179 0.041452842795743419 0.099456596116543658 -0.0068754449254430309 leaf_weight=153.71874582237797 3.1858369308465617 133.23159364385356 429.91535587374528 186.64203504042234 38.48859619533323 2.0898901020627809 leaf_count=2972 558 35553 43960 5569 1376 190 internal_value=0 -0.00743892 -0.0237358 0.0195158 0.0869826 0.0939466 internal_weight=0 903.508 563.147 340.361 43.7643 40.5785 internal_count=90178 88054 79513 8541 2124 1566 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=6 num_cat=0 split_feature=8 1 8 3 2 split_gain=22.0453 16.6127 22.4339 2.49506 0.11638 threshold=14.918440503101598 6.3193560299700344 14.390433651313669 6.7046708222886204 15.037513530536783 decision_type=2 2 2 2 2 left_child=1 4 -3 -2 -1 right_child=3 2 -4 -5 -6 leaf_value=-0.096120798254632933 0.0064195040941661509 0.075336958087158956 0.0017147165142079185 -0.086186702246765098 -0.036236889454106483 leaf_weight=15.728954036138022 3.0561411071103057 41.035839570977259 2696.1033766147266 30.757785130768752 2.0056363618932656 leaf_count=243 455 1326 51669 36452 33 internal_value=0 0.00220428 0.00284559 -0.0778729 -0.0916441 internal_weight=0 2754.87 2737.14 33.8139 17.7346 internal_count=90178 53271 52995 36907 276 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=8 num_cat=0 split_feature=0 10 2 3 5 6 9 split_gain=16.3204 51.1054 29.3754 16.7205 13.6369 11.0761 6.51445 threshold=9.1799631872983003 9.5236183516772375 14.359518479786596 8.7701178966680526 10.672726273377874 9.3361494049092286 10.207595458638243 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0065595259458136202 -0.088482102087191469 -0.053737512997429231 0.092481881313237937 -0.015354281920926045 -0.028337653805551491 0.0043213813805236664 0.072134567341728489 leaf_weight=1595.2882804318651 30.692260131010698 15.3870271817741 94.054685028502718 444.33269608609407 189.98415539320922 227.09846801453932 2.0078047026181585 leaf_count=29871 7188 1290 3492 11168 13772 22461 936 internal_value=0 0.00536885 0.0716236 0.0017804 -0.0155587 -0.0105872 -0.0767723 internal_weight=0 2149.06 109.442 2039.62 449.783 417.083 32.7001 internal_count=90178 45821 4782 41039 44357 36233 8124 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=8 num_cat=0 split_feature=8 8 2 5 2 9 3 split_gain=22.7075 23.2881 32.5897 26.0051 6.51821 1.85751 0.592397 threshold=14.91888241682727 14.720838954779337 8.0459400115095168 9.9384965954451534 11.682578314229954 8.7887755720401746 6.2423815403969032 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.057896334062722016 0.070130506497337902 0.045807534884817445 -0.088806255824872726 0.0014471011290164433 -0.02582361798595513 -0.034590694814231542 -0.086701748733792522 leaf_weight=19.758047662675381 3.2251280184136695 144.86228588543599 56.617040472032386 1406.5192990510332 2.7648435853479887 2.0375483321113279 35.900588310625608 leaf_count=103 67 2584 5243 46051 219 1778 34133 internal_value=0 0.00294917 -0.0505969 0.00561615 -0.0691177 0.0305364 -0.0831093 internal_weight=0 1627.76 76.3751 1551.38 43.9281 5.26268 38.6654 internal_count=90178 53981 5346 48635 36197 1845 34352 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=5 num_cat=0 split_feature=8 8 5 8 split_gain=72.9191 49.211 54.5291 54.1793 threshold=14.891696904234349 14.886609811404641 11.117616444070858 14.601153418519075 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.030593048185787661 -0.088121591327289792 -0.017266270430567627 0.042397128609398795 -0.026266633375340288 leaf_weight=225.50978980702348 88.863022433681181 221.38641888916027 492.92304952361155 643.74658437212929 leaf_count=3571 57852 3775 14685 10295 internal_value=0 0.00447784 0.0239073 -0.0114974 internal_weight=0 1583.57 714.309 869.256 internal_count=90178 32326 18460 13866 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=2 4 7 7 4 4 split_gain=39.6625 36.2066 41.1056 32.1737 12.5365 7.80529 threshold=10.923627405935898 17.330114649512243 6.2519643870599406 9.2095690662094256 13.607750555985552 19.282310432172093 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.078733378751023098 -0.048705022533304339 -0.071121230399605093 0.015151481067053805 -0.0094910242669613287 0.08243579710727475 -0.058766709561560576 leaf_weight=4.8854247267299789 118.99984029249754 139.06088639582595 629.51507561111066 215.25800761082792 71.622804536134936 3.4523080980870864 leaf_count=313 27654 7850 45314 4721 4227 99 internal_value=0 -0.00752393 0.00494806 -0.0338114 0.0649908 0.0752555 internal_weight=0 1102.83 748.515 354.319 79.9605 75.0751 internal_count=90178 85539 72968 12571 4639 4326 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=8 num_cat=0 split_feature=0 9 0 5 9 4 0 split_gain=26.1912 39.7131 68.7005 36.7128 30.4685 16.8259 8.31478 threshold=9.8690518544799009 7.7275781763421678 8.632265447388983 11.385371185647935 8.4535251256813542 14.634822824151465 10.991102804295361 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0061955462732442932 0.11831557018956694 -0.042316954754779777 0.040729812962558391 -0.0055601170706195066 0.040787220119287121 0.0038777369834231456 -0.026622537413929882 leaf_weight=1340.2149691652739 33.435443473863415 429.15818062484323 405.5860947498586 738.79657256448991 152.56499103375245 632.4254305063514 4.1008211579173794 leaf_count=27401 360 11932 8420 16883 4013 21136 33 internal_value=0 -0.0048257 0.00472327 -0.0190908 0.0153707 0.011094 0.102201 internal_weight=0 2913.76 1745.8 1167.95 822.527 784.99 37.5363 internal_count=90178 64636 35821 28815 25542 25149 393 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=6 num_cat=0 split_feature=8 5 8 8 0 split_gain=38.5189 34.4869 45.3322 38.371 3.67441 threshold=14.914060284370994 11.619214303871553 14.934514569198791 14.931776860475649 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.087474302096844453 -8.0181880456186291e-06 -0.021543658872486136 0.021619061650209506 0.023891599358268501 0.033079660965034056 leaf_weight=52.681473455610103 2296.5253796398902 1079.1129311639525 313.20702687837183 948.52076636534184 2.1609874024143201 leaf_count=47188 18007 16686 1574 6320 403 internal_value=0 0.00133461 -0.0118255 0.006983 -0.0822167 internal_weight=0 4637.37 1392.32 3245.05 54.8425 internal_count=90178 42587 18260 24327 47591 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=8 num_cat=0 split_feature=0 10 10 6 0 0 3 split_gain=41.0427 62.8591 59.7605 75.022 56.5268 51.3934 34.1498 threshold=8.4627634629040767 9.3322120462446776 8.4700903537452277 6.8439373106025139 9.5888525502230859 7.3262118193312773 8.7785296463034985 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.056649267750490874 -0.012654192302800703 0.017579268421718485 -0.038853744516009495 0.038041595583139923 -0.018862969191561899 -0.01906547102158896 -0.04661839660045386 leaf_weight=101.94464937123121 880.96979457388807 1179.5211239676137 147.12268263725855 889.72126853690133 664.67874352828949 694.04753063370299 445.746773731742 leaf_count=1286 12901 13674 1229 8734 30358 11852 10144 internal_value=0 -0.00750058 0.0112931 0.0271036 0.00444181 -0.00930959 -0.0240919 internal_weight=0 3170.92 1832.84 1036.84 1844.2 795.992 1326.72 internal_count=90178 67077 23101 9963 44032 13138 23045 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=8 num_cat=0 split_feature=2 5 9 6 5 9 5 split_gain=36.8093 32.8708 18.0601 17.1968 21.5653 16.476 10.4486 threshold=15.440679232414114 10.516113252451268 8.8780289286483072 8.1567457385478175 10.637427323647822 6.7255041784953802 10.171815641721787 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.057896848439720372 0.033380834097560388 -0.07099787839393594 -0.021888383236337211 0.068761351483471386 0.012442835349815141 0.019035447210412497 -0.063828520053083676 leaf_weight=30.979815243772464 15.634351772721855 114.73192817187373 216.31118529340893 100.58361749880714 207.39220722640312 214.77457322082773 32.974184055761725 leaf_count=4546 522 41087 16477 4121 11567 8559 3299 internal_value=0 -0.0185488 -0.0390712 0.0222738 0.0309992 0.00914203 -0.0325197 internal_weight=0 576.798 331.043 356.584 307.976 245.754 48.6085 internal_count=90178 70669 57564 19509 15688 13105 3821 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=6 num_cat=0 split_feature=8 9 5 1 3 split_gain=19.9388 17.0157 32.1592 19.3918 2.48262 threshold=14.918440503101598 6.6705231022053164 10.367456900581763 7.53007672291261 6.7046708222886204 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0058518364730170205 0.0069631981729820942 -0.040302218000721944 0.0021967668339088449 0.034117415931315877 -0.085925042020254597 leaf_weight=197.19295686468831 3.03351070173085 194.00789103680654 2046.9591909053997 313.68032981155557 28.122104830934404 leaf_count=1748 455 7350 41951 2222 36452 internal_value=0 0.002258 -0.00149885 0.0187083 -0.0769456 internal_weight=0 2751.84 2240.97 510.873 31.1556 internal_count=90178 53271 49301 3970 36907 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=5 num_cat=0 split_feature=8 8 8 2 split_gain=20.5576 17.7726 46.2549 19.3149 threshold=14.913676627498663 14.67823852713458 14.601153418519075 13.993693819077535 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.002916554461311741 -0.085630097286042303 -0.030137304664599719 0.10931794786040441 0.0027125704164362705 leaf_weight=160.69479466824851 25.73991124449276 194.17876692401478 53.81243309401907 2156.7506789373147 leaf_count=3571 42942 7302 1065 35298 internal_value=0 0.00250716 0.0299924 -1.23776e-05 internal_weight=0 2565.44 214.507 2350.93 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=8 num_cat=0 split_feature=4 4 6 6 8 3 5 split_gain=23.6278 33.2756 28.9375 17.4819 15.687 20.6609 11.0202 threshold=18.106301929367444 13.985824681826589 9.9399606852453637 7.0042513114173532 14.897822350845894 8.1445832038572572 13.684452755866465 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.009615158806744073 0.051094384885225642 0.024721415258481566 0.088963081307416453 -0.018671721471229252 0.12712605642711097 -0.034804780614099189 -0.026586820242657124 leaf_weight=366.82526136653905 174.12127076998877 102.98976969489013 51.603534652997041 874.33409501806455 8.1106236973864707 57.663575222952204 19.7705939845182 leaf_count=20338 2571 4103 2045 56633 465 3880 143 internal_value=0 -0.00397833 0.0195897 -0.0140784 0.0288182 -0.0132323 0.0430777 internal_weight=0 1395.75 418.429 977.324 259.666 65.7742 193.892 internal_count=90178 83119 22383 60736 7059 4345 2714 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=8 num_cat=0 split_feature=3 5 2 0 2 3 3 split_gain=41.8804 41.66 27.4516 25.2533 18.9731 14.8581 3.66893 threshold=9.2237323948137391 12.084061034218061 12.673578259141348 8.3929958192941143 15.349460740355694 10.482534587742423 7.8780668149427209 decision_type=2 2 2 2 2 2 2 left_child=2 4 6 -4 -2 -3 -1 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.024808223243681465 -0.07001650154277704 0.02113481687425748 -0.0092463056002014925 0.023892407164118099 -0.013772085722831501 -0.033952111444914029 -0.080983373249351565 leaf_weight=19.910268260035082 177.85319986738614 176.49359127733624 330.18736050928419 753.18718442835234 91.109014408277289 66.637079903197446 31.692870783379476 leaf_count=593 8777 6805 19696 34625 9279 9548 855 internal_value=0 -0.0240431 0.0103794 0.0137933 -0.0510857 0.0059594 -0.0601927 internal_weight=0 512.093 1134.98 1083.37 268.962 243.131 51.6031 internal_count=90178 34409 55769 54321 18056 16353 1448 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=8 num_cat=0 split_feature=9 0 6 8 9 0 6 split_gain=41.4697 43.393 50.9779 36.7713 2.16898 8.77271 0.168686 threshold=7.9342042901822838 9.0647479729967539 8.2597240948850459 14.927118777216934 7.714096927547998 8.6755927649809568 5.8449386424471648 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.034745429326800352 0.1164283195845516 -0.075011283233406459 0.004139540200847361 -0.073295288079458079 0.073921250917662371 -0.075420206627816372 -0.087220536908753768 leaf_weight=2.4332606207753988 52.930508394165372 88.039058671791281 944.03827746391471 11.87780524039408 4.1729244193411459 16.960860922474239 50.666316108690808 leaf_count=1579 2758 6776 38085 998 762 5273 33947 internal_value=0 0.00233927 -0.00267832 0.0810712 -0.0744068 -0.0439248 -0.0855026 internal_weight=0 1096.89 1032.08 64.8083 74.2334 21.1338 53.0996 internal_count=90178 48617 44861 3756 41561 6035 35526 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=8 num_cat=0 split_feature=3 8 8 8 1 5 9 split_gain=25.6742 28.0882 33.0529 26.8755 46.6281 16.8082 16.313 threshold=6.7046708222886204 14.899147067329563 14.931269829854164 14.92908783461008 8.2831769242572211 8.5716343871812661 7.1773235865064811 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.036409126897619125 0.077750293998135711 0.0045535125250155016 -0.024609609437158311 -0.042490318962819046 0.14367952983332294 -0.038098679519643186 -0.081957345639779799 leaf_weight=28.585189342498779 12.239599466440266 2893.7132870489149 447.90279371477664 18.560311764478683 44.490776050835848 261.09919733460993 18.219881105003878 leaf_count=213 239 37081 12450 138 212 39664 181 internal_value=0 -0.00188677 0.00063836 0.0469701 0.089069 -0.0326467 -0.0104181 internal_weight=0 3614.95 3341.62 109.856 63.0511 273.339 46.8051 internal_count=90178 89434 49531 744 350 39903 394 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=8 num_cat=0 split_feature=10 8 4 9 8 8 2 split_gain=36.4315 35.6728 36.057 8.46325 7.50569 4.56842 1.65689 threshold=7.327044472037362 14.917062066687118 17.99326142206316 5.6591766761881122 14.932137129077342 14.928289171479859 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.048230167040103494 0.006857720863900867 -0.0027630178044790667 0.031552999905096156 0.030729041318301481 0.072317174354766353 0.080114097407094978 -0.082261089040012142 leaf_weight=13.060449519893156 2.0133415831005541 4151.0968298782391 329.5711387025076 27.773073035510606 7.1669214814901343 70.712223301641643 55.144111943751341 leaf_count=237 4297 34981 3360 1433 33 452 45385 internal_value=0 -0.00124253 -0.00023246 0.0546458 -0.00412341 0.0666363 -0.079058 internal_weight=0 4537.83 4480.67 118.713 20.2274 98.4853 57.1575 internal_count=90178 88023 38341 2155 270 1885 49682 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=8 num_cat=0 split_feature=8 0 7 9 6 8 8 split_gain=40.394 52.4952 32.6181 81.9857 32.5162 25.859 9.37222 threshold=14.926295702715089 9.2262521820213781 6.4674652464929121 8.2974667190649729 6.3752834714674353 14.929356617910441 14.912654301527263 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.021247702581228458 -0.026938566120946333 0.011931853002280564 -0.079333732428991069 0.077178834425131695 0.013391827633743837 -0.025690355417992583 -0.032466119653436092 leaf_weight=411.52470204539713 214.44136772817001 243.27563628932694 47.064091031010321 105.47004984926025 2785.1612896802835 726.62325854605297 435.42770184166147 leaf_count=15999 1528 2135 30148 5688 16272 5257 13151 internal_value=0 0.00396168 -0.0185212 -0.00105786 0.0105006 -0.0162512 -0.0371924 internal_weight=0 3969.5 999.487 516.995 2999.6 969.899 482.492 internal_count=90178 25192 64986 21687 17800 7392 43299 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=8 num_cat=0 split_feature=5 7 7 5 3 5 2 split_gain=33.9633 40.3101 37.476 26.6038 22.8714 12.2399 3.49139 threshold=11.748821011074428 7.9002458661174435 12.248413559623883 10.259444080357182 10.482534587742423 13.07949930122852 16.34378757948274 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.014617751936935425 -0.074945957185283574 0.038929391990820204 -0.10750348299179764 -0.037759185064652367 0.029972570757435632 -0.065918451382752458 0.00068511759854932399 leaf_weight=168.81192397553241 101.87698223196276 330.45637336620712 17.500932964729145 225.55960567906368 48.352907374784991 17.231196979890228 6.4695749111415344 leaf_count=8219 21865 13290 413 35955 2418 7456 562 internal_value=0 0.006514 0.0312774 -0.0153588 -0.0424605 0.00416708 -0.0704649 internal_weight=0 742.329 347.957 394.372 173.931 65.5841 108.347 internal_count=90178 57877 13703 44174 32301 9874 22427 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=8 num_cat=0 split_feature=8 0 1 6 5 8 2 split_gain=17.8903 16.6508 23.0038 13.6414 10.7637 11.9336 3.62015 threshold=14.911370549600658 7.3262118193312773 7.2142317139668188 5.518791101331245 12.95998566824249 14.918440503101598 15.281584004078644 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.045063782898058652 -0.082365009547947912 -0.05659247488979418 0.0024254744910731287 0.062259891271108217 0.19901450354653291 -0.065043976201122053 -0.0046165471040340491 leaf_weight=13.354580096667631 40.311361766898699 66.785408292314969 2569.7013239791995 72.886073622852564 2.4144647960274588 2.6971012887934194 7.1480544997775715 leaf_count=175 27809 851 44360 430 2127 6571 7855 internal_value=0 0.00233221 0.000909588 0.0453145 -0.0560224 0.0718398 -0.0709919 internal_weight=0 2722.73 2636.49 86.2407 52.571 5.11157 47.4594 internal_count=90178 45816 45211 605 44362 8698 35664 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=5 num_cat=0 split_feature=8 6 3 0 split_gain=18.7403 15.6951 33.8843 19.7752 threshold=14.913676627498663 9.1750502436701584 8.8049228894307117 9.2734932992797301 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0054373019559468827 -0.085329152290777921 0.034559476705897534 -0.025396711714147181 -0.0044548085754100046 leaf_weight=1571.4855698918982 23.558325547113782 300.89645993325394 459.85581333065056 227.70464310568059 leaf_count=15598 42942 3639 12745 15254 internal_value=0 0.00244457 -0.00155198 0.0177767 internal_weight=0 2559.94 2031.34 528.601 internal_count=90178 47236 28343 18893 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=8 num_cat=0 split_feature=0 5 9 2 5 5 9 split_gain=24.3777 39.9825 25.2889 12.3457 14.3764 11.0359 8.33384 threshold=7.9340086892421535 10.516113252451268 8.2319045587089175 12.970039582877137 9.4308084680330087 8.5716343871812661 7.9754643759947976 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.080672511152023257 0.066664443662537529 -0.021088740830915689 0.0086437124075809547 0.050208073324111847 -0.060423835365754124 0.034895080712123161 0.026619663255778487 leaf_weight=9.5721199521794897 96.181523871375248 440.99262456798169 809.93208059963581 12.270296585775212 118.78905504825525 36.98217911273241 116.6667106176792 leaf_count=99 4787 34896 33981 424 7798 580 7613 internal_value=0 0.00498316 -0.00184644 -0.0341482 -0.0497643 0.00993626 0.0449422 internal_weight=0 1463.77 1250.92 177.614 131.059 46.5543 212.848 internal_count=90178 81277 68877 8901 8222 679 12400 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=5 num_cat=0 split_feature=8 8 8 1 split_gain=66.7715 42.9238 68.8489 4.73193 threshold=14.891696904234349 14.512792609374946 14.601153418519075 9.0991758030940115 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.044627528070023341 -0.088018723559974255 0.069353478496464505 0.00020995206926913224 -0.10214856248370169 leaf_weight=29.242773352598306 81.53155231587516 160.58231951994821 1324.3010820254567 33.128845315601211 leaf_count=777 57852 1420 28755 1374 internal_value=0 0.0042943 0.0077291 -0.0763098 internal_weight=0 1547.26 1484.88 62.3716 internal_count=90178 32326 30175 2151 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=8 num_cat=0 split_feature=9 6 2 7 9 1 6 split_gain=37.2063 36.8048 33.6993 3.79605 2.23153 3.29446 0.188839 threshold=7.9342042901822838 6.9134297572999488 11.315548354583408 7.2236374582746814 7.714096927547998 9.235606821206785 5.8449386424471648 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.033250710948570059 -0.06374620933944157 0.067947917299881963 0.00028315772094571819 -0.13857481319135112 -0.0033285297703613812 -0.082546503853428349 -0.086822249218285852 leaf_weight=2.344307966042833 17.543700525275199 78.572096841235179 981.28370060268207 14.884819762955884 10.919563498457139 9.2695823704780178 46.408343437986332 leaf_count=1579 1463 4918 41778 458 3848 2187 33947 internal_value=0 0.00210519 0.00535879 -0.101211 -0.0731278 -0.0418796 -0.0849663 internal_weight=0 1092.28 1059.86 32.4285 68.9418 20.1891 48.7527 internal_count=90178 48617 46696 1921 41561 6035 35526 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=8 num_cat=0 split_feature=0 3 8 9 8 1 3 split_gain=24.329 27.6832 28.515 26.0505 25.9872 13.7185 10.0957 threshold=11.036062721795156 7.2031987994230624 14.931269829854164 10.135604993590897 14.91888241682727 9.4803793018265079 10.992819761125629 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.037268609143990751 0.067442356587243804 -0.0018449120943824721 -0.031934399908396104 0.12389866933793461 0.050677793414701092 0.0082777899133511419 0.18192427647514081 leaf_weight=41.493110878509469 40.143879357900005 2845.3017464551085 353.1752669410198 9.7509691227460262 162.71241909451783 231.35857735696482 9.4643290494568628 leaf_count=775 403 69329 11689 67 948 6869 98 internal_value=0 -0.00289352 -0.00517633 0.0271975 0.0327132 0.0134462 0.0924466 internal_weight=0 3402.68 3198.48 290.718 204.206 241.11 49.6082 internal_count=90178 82741 81018 7437 1723 6936 501 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=8 num_cat=0 split_feature=6 3 1 8 4 8 6 split_gain=32.9471 36.9211 28.5894 28.3756 27.1626 23.3498 19.073 threshold=8.0367877550772953 7.9669469790425067 7.2142317139668188 14.932038140668062 17.99326142206316 14.920001845484427 10.401818368918741 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.043800738308648793 -0.068954553985591402 0.0093932156862439973 -0.023353862963357452 0.040532539700052321 0.041289157458165998 -0.0094629242645056372 -0.021218370501329124 leaf_weight=72.688073374680243 67.166060225736146 1344.839342640109 455.08254497347662 373.38461271952838 174.58219708280376 2086.1551418611198 66.893807879932865 leaf_count=1196 36305 19124 5358 2196 3387 19575 3037 internal_value=0 0.0090756 -0.0140395 0.0161797 -0.00778109 -0.0113497 0.0239572 internal_weight=0 2245.99 527.771 1718.22 2394.8 2153.32 241.476 internal_count=90178 27874 6554 21320 62304 55880 6424 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=8 num_cat=0 split_feature=4 0 10 10 6 9 0 split_gain=39.383 47.1351 51.0585 42.3424 13.176 10.0763 5.04944 threshold=11.600195644165469 8.1840232086397702 8.8058158888118907 8.1294663553881694 7.4136118912394009 8.0309492933225837 7.4889136663607863 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.023814762779327155 -0.01069999357606409 -0.029984305554874482 0.0016047078395979211 0.033902184012617596 0.0068968391839614373 0.075285131610516365 -0.066115407755626326 leaf_weight=118.64303516273503 302.46483034169069 613.71728318141686 3052.0611920260344 714.17367450041638 10.074021375156006 10.251360508722426 121.18374602937547 leaf_count=2186 5802 12617 59212 6802 123 511 2925 internal_value=0 0.00159419 -0.0036906 0.0206349 -0.0383074 -0.0154141 -0.0605019 internal_weight=0 4682.42 3665.78 1016.64 260.152 128.894 131.258 internal_count=90178 84433 71829 12604 5745 2697 3048 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=7 num_cat=0 split_feature=8 8 7 1 4 4 split_gain=32.7417 35.2062 37.7224 19.0762 2.00827 0.340773 threshold=14.937791608657685 14.871999165111028 6.7904403183289306 9.3390699780847992 15.01425355728791 18.166134673444279 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.010010452662421766 0.0020810217863238369 -0.076597438458545011 -0.0090639616039649377 0.034199103054134969 0.11114624266176849 0.042789224901232659 leaf_weight=166.01604982838035 2.0075848130800322 106.01024768275965 365.77416180299042 234.58664110081736 24.839826559473298 2.4965386101976028 leaf_count=3905 233 35313 42422 7476 688 141 internal_value=0 -0.00588077 -0.0243687 0.0158987 0.0997851 0.106634 internal_weight=0 872.387 471.784 400.603 29.3439 27.3364 internal_count=90178 89116 77735 11381 1062 829 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=7 num_cat=0 split_feature=8 4 0 5 6 6 split_gain=16.2328 16.128 20.8568 18.31 1.03503 0.284661 threshold=14.918440503101598 16.841379823687735 10.021532101025871 12.780977056249043 6.5955487313524896 10.664543200991984 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0031663967193875002 -0.011805168507501539 0.026380276963258655 -0.042428631896180576 0.047048935416708765 -0.085134226281007322 -0.026248373547157422 leaf_weight=2207.019706724217 2.7401457109954235 409.62315770876739 48.440782371286332 74.083188056347353 21.967884011779464 2.0089571428325135 leaf_count=37917 2808 6478 5692 3184 27632 6467 internal_value=0 0.00192534 0.0190271 -0.00151566 -0.0749896 -0.0814488 internal_weight=0 2739.17 458.064 2281.1 26.717 23.9768 internal_count=90178 53271 12170 41101 36907 34099 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=8 num_cat=0 split_feature=2 1 10 9 5 1 1 split_gain=13.9302 20.3064 31.2407 19.648 13.6305 16.1372 12.8573 threshold=15.180136115310486 9.6660008048806585 9.4783487261067627 10.967437036854367 10.226980690362174 8.5212886891278075 7.53007672291261 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0026602912606486229 0.04871990029056892 -0.04597116134670131 0.059088304651915016 0.10600677228610307 0.040897337238631641 0.0065026848168168372 -0.069320767856549045 leaf_weight=1680.0848966879439 11.789081360679118 146.21519671128226 85.132568630111564 8.0959920068089541 205.17649541916035 404.55143082528048 33.496007839570666 leaf_count=37442 179 14637 4167 4838 2240 23613 3062 internal_value=0 -0.00270038 0.000349477 -0.0373664 0.0141781 0.0181247 -0.0382025 internal_weight=0 1919.53 1765.22 154.311 655.013 609.728 45.2851 internal_count=90178 61084 41609 19475 29094 25853 3241 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=8 num_cat=0 split_feature=1 6 7 8 8 8 3 split_gain=21.8272 32.7629 24.668 19.6042 13.8634 11.1416 8.91844 threshold=8.3152838002920486 7.4575126519691475 5.9163233873425307 14.893110676724056 14.874443652260416 14.601153418519075 9.0274232109129482 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.052382589706297403 -0.033747775991254697 0.029447842212759236 -0.0080884309522934374 -0.064120682516903227 0.019420901689308927 0.046522548409211328 0.094195271648192011 leaf_weight=36.66417699358135 18.119027786684455 213.46297209562181 952.38539009487431 102.74199745456281 92.99642192205647 211.34852582769236 2.8325450753254691 leaf_count=1664 665 11188 55622 10230 1997 8478 334 internal_value=0 0.00561324 -0.00119632 -0.0272544 -0.00112851 0.0400654 -0.0590291 internal_weight=0 1395.32 1165.85 235.235 129.661 229.468 105.575 internal_count=90178 75953 66810 14225 3661 9143 10564 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=5 num_cat=0 split_feature=8 3 2 8 split_gain=60.8366 42.9807 40.4853 26.0227 threshold=14.891696904234349 8.7701178966680526 14.800016537063614 14.890362634532156 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.011493736296120979 -0.087903161878338951 -0.036919054490759065 0.0081434628750152623 0.057084440611126643 leaf_weight=573.10101801133715 74.616623516529216 359.01345938435406 446.17190901437425 159.47971573506948 leaf_count=5785 57852 5927 15035 5579 internal_value=0 0.00397047 -0.0119697 0.0214829 internal_weight=0 1537.77 805.185 732.581 internal_count=90178 32326 20962 11364 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=8 num_cat=0 split_feature=3 4 7 7 2 3 2 split_gain=35.495 38.5715 33.4037 6.82773 4.46094 7.8609 3.61856 threshold=8.8993085308512256 20.390660556885141 9.699684675872172 10.774987046665135 13.931331739164568 8.5876976612772236 16.216745746960783 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.057120831673751919 -0.0068792935695369158 -0.1146864097638475 0.030607746650831515 -0.040371456432441687 -0.076994237736487503 0.050099750646971232 0.017694520240250221 leaf_weight=21.346607221865273 606.57735600903106 26.541620637755841 389.57890131535532 25.45398109027883 67.837151499690663 8.9608326524394197 3.9299764156094161 leaf_count=5680 32570 533 12389 277 37075 1177 477 internal_value=0 0.00338216 0.00779721 -0.0797545 -0.0581157 -0.0248318 -0.0716372 internal_weight=0 1048.15 996.156 51.9956 102.075 30.3074 71.7671 internal_count=90178 45769 44959 810 44409 6857 37552 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=8 num_cat=0 split_feature=7 7 2 0 9 7 5 split_gain=23.6704 23.2177 26.0058 15.0697 14.839 9.79575 6.19028 threshold=12.784782452072321 3.5270361845031446 14.841037134898501 7.6292039315387203 11.799389559044503 14.473783992034173 12.021004402741793 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.010066468885148429 0.052253036578336499 0.003636836921767762 -0.014181514095948325 0.042994692680423559 0.11536989986392726 0.14655930915816301 -0.035891501642804628 leaf_weight=75.657871683128178 38.327716202504234 1915.7632822171145 1429.4693656575109 179.28687557499507 2.143734868848699 15.766606112476437 18.976296849665232 leaf_count=873 840 43100 41554 2911 33 206 661 internal_value=0 -0.0017593 -0.00397918 0.0272704 0.0545568 0.0819013 -0.0160166 internal_weight=0 3600.18 3345.23 254.945 75.2144 54.0943 21.12 internal_count=90178 88438 84654 3784 1740 1046 694 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=8 num_cat=0 split_feature=10 0 10 0 3 6 4 split_gain=31.8594 43.3695 43.4932 32.5172 24.7479 24.2234 11.0128 threshold=9.7995292039055872 9.3332848397188393 8.9748065130418535 9.857207100190875 8.3996522202330315 11.792566147284171 18.495626961458719 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.0089273644822104783 -0.042137382947696034 -0.0063097716467346021 -0.014352875005827543 0.014183166299818393 0.050355006076742231 -0.057991474554067529 0.021829287299776554 leaf_weight=2174.7329846500215 379.86672825977439 104.65166531136492 1270.4796784484715 310.53932511759558 289.32383504844256 53.663336356370564 28.362049278221093 leaf_count=30260 7878 1722 17203 15953 10125 6471 566 internal_value=0 0.00393908 0.000340714 -0.0183069 0.0353253 0.00341894 -0.0376508 internal_weight=0 3839.19 3445.21 772.431 393.976 364.203 408.229 internal_count=90178 59310 47463 30868 11847 22424 8444 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=8 num_cat=0 split_feature=3 5 2 9 0 2 3 split_gain=37.631 50.1524 48.3561 42.178 37.6776 25.4478 18.0792 threshold=8.934597323333529 11.553432442627892 14.032379051975953 6.3060718344180797 7.7612372986478588 14.898485083876347 9.3078266469071114 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.032013373253342046 -0.026979888996228885 -0.022607445378083096 0.046513061994588691 -0.03817907318898555 0.0063638620742034 0.013344174041590821 -0.068179093261024656 leaf_weight=107.62207233026857 365.61705064363196 307.33588338431218 254.24279308537371 405.50237042545632 2781.540764131787 543.7004296087398 150.92413156598923 leaf_count=1248 5963 14584 3405 6959 34217 10713 13089 internal_value=0 -0.0145782 0.00494021 -0.0234234 0.00974051 0.000349622 -0.039126 internal_weight=0 1367.58 3548.91 513.124 3035.78 851.036 516.541 internal_count=90178 44349 45829 8207 37622 25297 19052 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=8 num_cat=0 split_feature=5 9 5 9 3 8 9 split_gain=30.513 33.364 48.1902 44.0297 20.5655 25.6861 2.72191 threshold=11.748821011074428 8.5044958837421536 10.132047387665002 11.183606975632904 10.482534587742423 14.841551936526161 9.7113325627143663 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.023037366754349801 -0.080794152003467623 0.029208032180493577 -0.067104805442126103 -0.09464907589884862 0.080173692131856766 -0.047232790628634537 -0.044084898803842143 leaf_weight=112.57325729873264 66.247224671918957 459.04907678183372 123.43563045854535 29.645472173462622 25.316235932987183 38.693754639949475 35.482951831283572 leaf_count=5178 19722 14549 37690 460 166 9708 2705 internal_value=0 0.00661808 -0.0241923 0.0215166 -0.040821 0.00361518 -0.0685439 internal_weight=0 724.703 236.009 488.695 165.74 64.01 101.73 internal_count=90178 57877 42868 15009 32301 9874 22427 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=8 num_cat=0 split_feature=9 5 8 3 5 9 8 split_gain=15.5915 46.2279 34.6418 28.1389 28.8729 19.5934 8.78039 threshold=7.189460225786636 10.859856524231967 14.886609811404641 8.3066625716412599 11.477290907688616 6.3060718344180797 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0274581699492457 0.041957368274145715 0.035161300434756793 -0.0064858194820184879 0.035856347315780454 -0.030562946106411432 -0.011931971351231226 -0.051243662733341647 leaf_weight=160.39959209889639 9.8759444377210439 248.52723793382756 999.72582839371353 467.14892571563541 75.302393618316273 579.50582256331109 218.19530435584966 leaf_count=2574 912 4810 48949 7600 1517 8570 15246 internal_value=0 -0.00574882 0.00182763 0.00931872 0.0265968 -0.00336729 -0.0470423 internal_weight=0 1476.32 1248.25 1282.36 542.451 739.905 228.071 internal_count=90178 69917 53759 20261 9117 11144 16158 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=8 num_cat=0 split_feature=1 5 3 3 5 0 7 split_gain=13.703 24.9148 15.3764 13.4976 9.23076 8.10257 1.3518 threshold=7.2142317139668188 9.996342174341839 9.696672929875886 7.7722492666348737 12.885212458673779 7.6292039315387203 5.1249025554662744 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.013104077925681643 0.0062496032534275527 0.004267139011214117 -0.029026161503351633 -0.063538252679828822 -0.122347987165773 0.057919682913543526 -0.023992989321472386 leaf_weight=88.915632606425788 39.350687309142813 2119.063510383512 147.43745217545074 91.385576625083559 3.037057567285955 74.043409183312178 3.065994772434351 leaf_count=1015 806 59800 23013 4759 29 719 37 internal_value=0 -0.000366855 0.00208954 -0.0426446 0.0290086 0.0336959 -0.0832714 internal_weight=0 2397.24 2266.5 130.736 169.062 162.959 6.10305 internal_count=90178 88378 82813 5565 1800 1734 66 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=7 num_cat=0 split_feature=8 8 3 3 5 3 split_gain=20.546 22.0471 39.0698 32.7869 4.72592 0.780569 threshold=14.91888241682727 14.877113625005363 9.696672929875886 10.902933712826181 14.97309612268935 6.2423815403969032 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.056906588047341215 -0.030290017680066606 0.012294267817488337 0.022387841743203615 -0.04639569548045952 0.047479344693771561 -0.083620112888705925 leaf_weight=150.0466551505815 4.6299779968685462 1221.8706245840949 104.83657504057919 102.24083449361206 2.6026900581127839 33.018640945432708 leaf_count=5814 231 37982 6277 3908 489 35477 internal_value=0 0.00254322 -0.0243318 0.00773095 -0.0689462 -0.0780151 internal_weight=0 1578.99 254.883 1324.11 40.2513 37.6486 internal_count=90178 53981 12091 41890 36197 35708 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=8 num_cat=0 split_feature=3 5 2 7 0 6 1 split_gain=33.6988 32.295 30.1781 19.8426 16.8776 6.73013 6.19455 threshold=8.5876976612772236 10.243310636177069 14.824304510692821 2.5025773517038084 8.2470330024222722 7.4575126519691475 8.5964268575750946 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.014501939170867598 -0.026868525098571738 -0.026446483755413464 0.0097176037237848688 -0.00041060336752044631 0.035712041922913572 -0.093761407223996063 -0.10791635193371181 leaf_weight=28.831613130190817 13.490996861044549 431.41965165518195 493.94251382492803 196.57328163541388 377.07595589580887 16.488539505415247 38.181196640445705 leaf_count=835 667 24176 29328 12430 17658 351 4733 internal_value=0 -0.0114965 -0.00715306 0.0183047 0.0233547 -0.0447401 -0.0876676 internal_weight=0 977.034 925.362 618.969 573.649 45.3202 51.6722 internal_count=90178 58904 53504 31274 30088 1186 5400 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=8 num_cat=0 split_feature=5 8 5 9 8 8 6 split_gain=33.2743 31.1109 36.7778 26.2092 2.38768 5.15058 0.291187 threshold=10.942658813902769 14.930601328590186 14.97309612268935 9.9418661416306637 14.923390718400364 14.911370549600658 6.235404151573678 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.081063041716380846 0.01377135126961572 -0.077788811818169545 -0.0935824169863676 0.0026175282272919462 -0.031320909148818278 -0.017180923185258754 -0.092245068298503874 leaf_weight=25.237995964191214 864.82505546343964 80.448389092685829 32.142008797614835 80.585640203207731 2.1727506042952909 25.636617051088251 25.556105114155798 leaf_count=17506 47852 10250 509 670 1143 3690 8558 internal_value=0 0.00254943 0.00982449 -0.0377835 -0.0644899 -0.0498235 -0.0887276 internal_weight=0 1058 896.967 161.034 78.6035 50.8746 27.7289 internal_count=90178 59281 48361 10920 30897 21196 9701 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=8 num_cat=0 split_feature=3 8 5 5 9 1 0 split_gain=22.707 38.3105 79.205 49.923 37.6719 45.0526 25.3682 threshold=9.7613439623177971 14.910527555780067 10.976095566641384 11.575966217423966 9.580999342102297 10.804159111509817 11.178005330924931 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.024415472179112802 0.027704483131538893 -0.01008013764421934 -0.07012369953176531 0.018934597467540455 -0.02896820321900111 0.14385351112838279 0.02180155674483043 leaf_weight=142.50275111783412 251.31676679119118 1700.0691338576144 231.60385428048903 909.38217939296737 201.00613819366845 37.673973008189932 190.9540038673149 leaf_count=12159 6500 22723 22361 9531 10577 517 5810 internal_value=0 -0.00426081 -0.0341432 3.47484e-05 0.0159642 0.04329 -0.0042418 internal_weight=0 2983.56 374.107 2609.45 680.951 288.991 391.96 internal_count=90178 66774 34520 32254 23404 7017 16387 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=6 num_cat=0 split_feature=8 10 0 0 0 split_gain=30.3266 30.4055 52.443 29.1635 3.75229 threshold=14.914060284370994 8.389935938089641 8.3451491477880904 7.9497622480470875 12.600483769282265 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.08706357308497735 0.0013005598610769686 -0.027945295300406483 0.0026671647732076677 0.036100875326589198 0.036448241085411559 leaf_weight=42.84817821028264 547.17878669011407 693.69907120260177 2877.2922910188863 429.19687757629436 2.0793228421898666 leaf_count=47002 3180 5838 30152 3417 589 internal_value=0 0.000990846 -0.00328576 0.0166194 -0.0806781 internal_weight=0 4547.37 3570.99 976.376 44.9275 internal_count=90178 42587 35990 6597 47591 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=7 num_cat=0 split_feature=8 8 0 10 2 5 split_gain=35.1592 38.8724 44.6332 28.81 6.78106 3.56225 threshold=14.936789616334687 14.926295702715089 8.6439846803498188 9.0056460645032477 16.599619673656793 11.962645906832899 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.039068564998169811 -0.083384216661522445 0.016545994257512707 -0.0051307064544302188 -0.003747945665353285 0.074827885586941714 -0.044413882371288294 leaf_weight=371.34964648395908 43.969067225174513 1808.1217475626618 1999.2393041942851 608.68516137760162 2.9664765632478511 60.206049791071564 leaf_count=22002 920 11327 12449 42984 54 442 internal_value=0 0.000592859 0.00516523 -0.0171576 -0.0570669 -0.0614985 internal_weight=0 4787.4 3807.36 980.035 107.142 104.175 internal_count=90178 88762 23776 64986 1416 1362 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=8 num_cat=0 split_feature=2 5 1 9 5 9 6 split_gain=30.9467 21.3388 56.8627 40.1431 17.87 10.6791 4.68643 threshold=14.995829936727221 10.338627921708385 9.8341372548832418 10.371320686656171 10.923793559294099 5.9991806917619623 10.038874404958916 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.10269913861055083 0.06517195250189238 -0.061481801289172439 0.025779836373372542 -0.17329176951258154 -0.066828465416824245 -0.0026972673185936954 -0.027985713106903218 leaf_weight=10.212154358232508 112.08555161234108 101.46914576054041 274.32621695318812 6.580230636172927 86.698588418770669 225.88251320227573 51.613799702714459 leaf_count=865 4892 20077 11439 141 24753 16783 11228 internal_value=0 0.0138342 0.00211753 0.0506111 -0.0242314 -0.00743771 -0.0526385 internal_weight=0 494.461 375.795 118.666 374.407 236.095 138.312 internal_count=90178 36549 31516 5033 53629 17648 35981 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=8 num_cat=0 split_feature=7 7 0 0 5 10 10 split_gain=16.0102 24.0883 22.6988 17.0927 0.888508 1.82025 1.64811 threshold=1.0000000180025095e-35 1.9097346632798751 8.1840232086397702 9.6851768795157493 10.191363429003717 8.2124917739664038 8.0582858367092154 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.060306539437918784 0.0057429558617195743 0.0034116700987214914 0.20247851814202603 -0.028246004215969425 -0.03287241104461594 0.0064875411528254384 -0.097706532013368069 leaf_weight=13.504030197931572 11.981107126164718 2512.4944928422019 10.60176948855951 181.96707041883656 7.4395250199741012 5.425501087360316 12.943494989704048 leaf_count=410 161 58483 188 29659 173 418 686 internal_value=0 0.00214521 0.102772 0.00126402 -0.0613407 -0.0417974 -0.0766869 internal_weight=0 2717.04 22.5829 2694.46 39.3126 18.9295 20.383 internal_count=90178 88491 349 88142 1687 828 859 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=17.0096 16.0302 39.8682 15.6601 threshold=14.913676627498663 14.67823852713458 14.601153418519075 9.6383445967260339 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.003431955249134699 -0.084998832512623593 -0.060091642519601557 0.10387659136978511 0.0010080153793904161 leaf_weight=156.96334163249412 21.531591745687365 41.731751867366256 51.844253279006807 2287.5115393114102 leaf_count=3571 42942 1117 1065 41483 internal_value=0 0.00227268 0.0287473 -0.000111991 internal_weight=0 2538.05 208.808 2329.24 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=8 num_cat=0 split_feature=6 9 5 7 2 2 8 split_gain=18.5357 28.8506 31.7903 25.2439 13.6414 8.69763 5.88354 threshold=6.3752834714674353 7.07114974171171 10.226980690362174 5.9349780743846798 14.437013197130748 12.970039582877137 14.896693691242671 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.010841799996300165 0.014884518609130868 0.054973716754683169 -0.0028793082505199075 0.10572025939799223 0.078575981281057389 -0.051917068107408197 0.016315879045436674 leaf_weight=92.669829990962171 22.150136444834061 102.27227708397186 1182.3862030864657 41.508176806935808 19.866448727305396 140.6725298952515 9.3938122506951895 leaf_count=2036 347 5589 65471 520 1256 14261 698 internal_value=0 -0.00327289 0.00176558 0.0321556 0.0054965 -0.0427941 0.0898532 internal_weight=0 1447.48 1284.66 163.438 112.536 162.823 50.902 internal_count=90178 85668 71060 4510 3292 14608 1218 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=5 num_cat=0 split_feature=8 8 5 8 split_gain=56.2876 41.2549 45.5684 42.1399 threshold=14.891696904234349 14.886609811404641 11.262309007699443 14.601153418519075 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.027549481706355846 -0.087786488490491282 -0.011576200929344929 0.042136227478309245 -0.023813653412819887 leaf_weight=213.88003902943456 68.54913139335622 248.46267453802284 430.85970519902185 622.02799820830114 leaf_count=3571 57852 4778 13682 10295 internal_value=0 0.00421596 0.0225027 -0.0106544 internal_weight=0 1515.23 679.322 835.908 internal_count=90178 32326 18460 13866 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=8 num_cat=0 split_feature=8 8 0 5 10 3 10 split_gain=32.6896 44.6945 57.4009 40.7559 39.969 10.5526 2.07755 threshold=14.90208336904397 14.927118777216934 9.857207100190875 12.378564886830366 11.908133443415979 11.036803093657491 11.328687918943436 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.085151609362804595 0.056522226920225953 -0.080848539586758528 -0.0038368213719591131 -0.0033116157362848907 -0.068230591184658337 0.074963025790001137 -0.034562620644720425 leaf_weight=87.399063843833574 254.97101708741684 94.111579519012594 409.48774928033527 236.32342800337938 5.5366692322859334 25.859628735037404 11.027134794028823 leaf_count=40676 12968 20920 10462 3207 452 597 896 internal_value=0 0.00443574 0.0193747 -0.0255723 -0.0487342 0.0483845 -0.0798885 internal_weight=0 994.894 664.459 330.435 129.822 31.3963 98.4262 internal_count=90178 47557 23430 24127 42621 1049 41572 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=8 num_cat=0 split_feature=6 4 2 3 3 9 2 split_gain=21.8812 22.83 29.4103 16.7074 10.2117 5.65598 5.22859 threshold=5.2808713649943622 17.04402889909527 16.842328391286571 7.9328841361353648 8.3066625716412599 12.418031200981165 14.301291168617597 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=-0.0048767728479258941 -0.0073325439434282456 0.037049250884949252 0.095404454846519729 0.095372755195641395 0.0076173660840809804 -0.0057852122113890639 0.068007996155591291 leaf_weight=55.289573455927894 2719.8212634919328 143.67006675733137 27.156315513086156 45.740695326647256 641.51752145076171 6.1430545393377534 10.945830567623487 leaf_count=495 71322 1877 438 618 15221 68 139 internal_value=0 -0.00198408 -0.00628255 0.0415917 0.013043 0.0835127 0.00800026 internal_weight=0 3532.17 2746.98 118.119 785.188 51.8837 66.2354 internal_count=90178 88858 71760 1320 17098 686 634 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=8 num_cat=0 split_feature=5 8 8 3 4 3 2 split_gain=30.4415 39.5001 37.449 47.2127 29.3327 28.1523 10.7866 threshold=11.619214303871553 14.934514569198791 14.931776860475649 8.6701089835608247 19.282310432172093 9.4837843227363532 16.254310665696174 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=-0.011179481066353147 -0.025079190314003609 0.024231093771888364 0.026489077801167771 0.019477775264951237 0.049500655351054045 -0.058584596733821298 -0.053293497225488332 leaf_weight=1542.3373891850279 1013.6696379198256 288.16702894307673 875.05254864413291 743.73644718981086 54.717395939660491 39.783108919858932 18.206627767533064 leaf_count=23008 33231 1456 5447 24644 1401 873 118 internal_value=0 -0.012143 0.00564309 -0.00120149 -0.0212169 0.0227296 0.0194657 internal_weight=0 1374.76 3200.91 2286.07 1068.39 914.836 306.374 internal_count=90178 36206 53972 47652 34632 6320 1574 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=8 num_cat=0 split_feature=2 0 3 10 2 5 8 split_gain=35.6161 47.4603 39.5215 44.5115 31.7874 27.6462 23.3005 threshold=14.955222487572579 8.011650975768136 9.8287283695295944 9.662511961418625 13.585296496002817 13.635837220905737 14.924426268092875 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=-0.031802251373576985 0.0034888941257443192 -0.039538366015554507 -0.063763765655218949 0.037362489815668747 0.024698973541733213 0.023557753181175121 -0.010633761746295258 leaf_weight=119.39471282415616 1256.1473009675392 327.3889371663463 115.51102746562174 560.4104298414677 577.08929218520643 52.00782366131898 1861.0473335234274 leaf_count=1716 20042 30463 9214 7716 7216 1352 12459 internal_value=0 -0.00773935 0.00966276 0.0139537 0.0149815 -0.036675 -0.014974 internal_weight=0 2884.92 1984.08 1816.56 696.484 167.519 2188.44 internal_count=90178 51854 38324 27758 8932 10566 42922 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=7 num_cat=0 split_feature=8 8 6 9 3 9 split_gain=26.5774 33.5118 35.3961 15.502 4.36369 0.340371 threshold=14.937791608657685 14.820894537509451 7.619934623680293 5.9991806917619623 8.9535541855830072 10.504261337961323 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.1018706045372311 -0.016751324165875745 -0.098589573895952978 -0.012037599502268341 0.025128242217606674 0.095468502430616067 0.16555052616455077 leaf_weight=8.9651069896062818 2.79151862417348 51.52989081960186 474.79012299404349 293.32200742710847 20.260155468306042 2.5692936286795875 leaf_count=173 419 17140 63790 8013 583 60 internal_value=0 -0.00545515 -0.0206825 0.0210383 0.0960544 0.109972 internal_weight=0 828.607 526.32 302.287 25.621 22.8294 internal_count=90178 89116 80930 8186 1062 643 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=8 num_cat=0 split_feature=7 0 5 5 9 8 6 split_gain=14.8357 22.1592 29.0834 17.088 22.6421 21.4602 8.33439 threshold=6.0492701302706271 9.9595101659987275 13.002133465885111 12.378564886830366 7.2527768329109046 14.739493989220632 11.792566147284171 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.0013211029583921809 0.0077320260724697597 -0.050006782789063932 0.10407114204241241 0.12455476693457875 -0.034067788153624372 -0.0076303083824982593 0.033691160177653376 leaf_weight=705.77018945043528 1563.392281477687 86.305010708908412 30.986739687985391 20.393018769100308 300.33140570575779 28.586258881659887 13.059945211314696 leaf_count=11849 41434 14992 1265 184 12525 1562 6367 internal_value=0 0.00680496 0.00966844 -0.00829535 -0.0111204 0.0487972 -0.0387799 internal_weight=0 1693.74 1594.38 1055.08 1006.1 48.9793 99.365 internal_count=90178 64058 42699 26120 24374 1746 21359 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=15.4868 14.7459 28.3663 8.34705 threshold=14.913676627498663 14.572237689267261 14.582376352430854 14.390433651313669 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.017525223011317124 -0.084656377142637781 -0.088683771747258305 0.0018175136811301497 0.07728699801474187 leaf_weight=65.844799074300681 19.75439966014801 34.140414766283357 2399.0572197365545 35.952356221678201 leaf_count=1441 42942 710 44020 1065 internal_value=0 0.00207933 0.000511771 0.0391782 internal_weight=0 2534.99 2433.2 101.797 internal_count=90178 47236 44730 2506 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=8 num_cat=0 split_feature=0 2 8 5 2 5 6 split_gain=19.4671 47.8876 39.2317 22.5721 17.4323 13.7817 5.95832 threshold=9.9905076069232894 14.898485083876347 14.877113625005363 13.793851287651751 13.585296496002817 9.4308084680330087 4.9317471713750249 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-0.049062092086061937 -0.0063387287223958177 0.13626593496666514 0.011780160494599129 0.087673952974443692 0.036873203015427715 -0.052814686869544047 -0.05027474193345785 leaf_weight=122.18925211628084 131.82310414954554 2.997675965569214 757.81609615987327 2.4296050082193679 316.76107498105921 209.35148186607694 53.256035892420186 leaf_count=3510 4955 392 34285 22 12922 29289 4803 internal_value=0 -0.00701497 0.00328608 0.0167196 0.0241889 -0.0495193 -0.0428154 internal_weight=0 1092.35 880.005 504.27 448.584 212.349 55.6856 internal_count=90178 67476 37795 22702 17877 29681 4825 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=51.344 40.7822 74.7926 6.31814 threshold=14.891696904234349 14.572237689267261 14.601153418519075 11.117616444070858 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.024081092110086397 -0.08765591845128605 0.07884450645901675 0.0004701340612481663 -0.084879039959784644 leaf_weight=26.478731305949623 62.758596003723142 133.51120365038514 1284.7432047290495 53.155227114912122 leaf_count=1967 57852 1065 28755 539 internal_value=0 0.00397066 0.00789847 -0.0652127 internal_weight=0 1497.89 1418.25 79.634 internal_count=90178 32326 29820 2506 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=8 num_cat=0 split_feature=4 3 2 2 2 1 6 split_gain=29.4797 30.5466 27.5539 6.1565 4.73547 1.9977 1.6386 threshold=20.959836909431807 8.8993085308512256 10.530406060197963 16.842328391286571 13.931331739164568 11.938400452965444 11.792566147284171 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.018516480307022347 -0.13460210191819499 0.073705800134611379 0.00205332314276569 -0.056130762081619469 -0.068860656187753819 0.041998661351795495 -0.072728980658701106 leaf_weight=27.593420350651286 15.880037869334048 55.959140833641868 930.28024086888763 2.7674335536139543 63.613775676341902 3.6195280727260979 12.180207756900925 leaf_count=6787 460 3641 41596 55 37449 22 168 internal_value=0 0.00104933 0.00618942 -0.0916328 -0.0539957 -0.00236294 -0.111172 internal_weight=0 1077.45 986.239 34.4472 91.2072 6.38696 28.0602 internal_count=90178 89473 45237 705 44236 77 628 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=8 num_cat=0 split_feature=7 3 4 5 3 4 7 split_gain=19.2355 24.434 19.6527 31.6668 29.8458 7.92162 7.3772 threshold=12.09016309432562 11.783321077832305 13.314555663435245 11.344126445715835 7.8384582945823196 20.959836909431807 14.473783992034173 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0013999597028306883 0.051940883847550225 -0.058812220191028219 0.022337667269657031 0.043410131962566795 -0.0094366519138555319 0.058294201195182138 0.12785232597186788 leaf_weight=496.88086375111016 67.307096463438938 25.520818616147153 334.96047183935298 229.99719331550295 2462.9910244085186 6.5185796087607732 15.967325674893798 leaf_count=11315 1713 1176 4572 3847 67312 52 191 internal_value=0 0.0395119 -0.0018199 0.0128189 -0.00562613 -0.0339431 0.0678408 internal_weight=0 115.314 3524.83 726.878 2797.95 32.0394 83.2744 internal_count=90178 3132 87046 15162 71884 1228 1904 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=8 num_cat=0 split_feature=5 8 3 8 1 10 7 split_gain=31.0152 41.7017 35.8734 24.445 41.9018 26.3138 18.4454 threshold=10.729244079221766 14.93311344364446 8.7873144074596041 14.928467349856767 8.8709870479635757 8.6796340009857555 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.0078619362381889806 -0.022331360301855806 -0.12760720377794343 0.0020111550025185801 0.012703989232389593 0.070209003605616035 -0.053222318277306828 0.015661617443821104 leaf_weight=268.33588672468613 1350.9855484303116 8.0921628437936288 1096.031453137839 736.89452890818939 152.20917235221714 94.570005495075748 851.03183192014694 leaf_count=7987 23250 48 38149 4457 1339 10014 4934 internal_value=0 -0.00477797 -0.0114319 0.0136966 0.0226163 -0.00815858 0.0141654 internal_weight=0 3306.14 2447.02 1252.01 889.104 362.906 859.124 internal_count=90178 66381 61399 23797 5796 18001 4982 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=8 num_cat=0 split_feature=4 7 2 3 8 4 2 split_gain=36.0682 33.1427 37.9345 23.138 17.5115 11.6476 9.89873 threshold=12.682335958791592 7.8472143304031468 14.841037134898501 8.873647564383413 14.927118777216934 9.5589069123721035 13.685330519301173 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.051618202340949992 -0.003328279658475652 -0.045521203691473465 0.017244017403911929 0.082370748840775998 -0.0084793183585466832 -0.0074231902243445365 -0.07161386699586865 leaf_weight=69.956828841168317 1899.5302873028777 167.55179125994982 1695.7282707242484 3.5434003694681442 528.39458464679774 376.90316105484089 104.58520702202804 leaf_count=1371 25398 25522 23441 455 5116 5731 3144 internal_value=0 0.00250951 0.00637688 -0.0245599 -0.0174498 -0.0144418 -0.0658592 internal_weight=0 4291.2 3595.26 554.989 695.946 446.86 108.129 internal_count=90178 79477 48839 10701 30638 7102 3599 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=8 num_cat=0 split_feature=5 4 7 1 8 8 8 split_gain=26.4342 27.1263 33.4048 6.58142 11.5674 5.08146 1.96105 threshold=12.507091176668071 19.714399874998094 8.4179526480333653 11.460622502413127 14.841551936526161 14.820894537509451 14.285776060475134 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0099387763313771096 -0.015177611230498303 0.016957110280136037 0.033122348270401308 0.1012093499860654 -0.061688938029247513 -0.10475338569820769 -0.087981053487133629 leaf_weight=452.91608526921846 4.5491206558654076 3.6453868923708823 297.77755742977752 5.4132753815501955 12.645664274539739 25.553521835419815 42.9029791117282 leaf_count=59323 62 53 13147 42 5224 974 11353 internal_value=0 0.00343459 0.00716362 -0.0622386 -0.0101109 -0.0894999 -0.0814589 internal_weight=0 779.893 750.694 65.511 18.0589 29.1989 47.4521 internal_count=90178 73497 72470 16681 5266 1027 11415 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=6 num_cat=0 split_feature=8 4 0 9 3 split_gain=14.3911 14.4906 19.0735 17.3916 2.99675 threshold=14.918440503101598 14.871005050948675 7.5979003804075553 7.2776108089207234 6.7046708222886204 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.0029562387695778541 0.023102863785810803 0.060113671229684584 0.0061670696449431387 -0.021028115189334909 -0.085094254477983036 leaf_weight=826.14864468638552 2.4589372022892375 67.915644896798767 1347.9134340993442 475.64128082705793 22.001411150935382 leaf_count=6912 455 396 31427 14536 36452 internal_value=0 0.0017965 0.00879543 -0.00581645 -0.0737373 internal_weight=0 2717.62 1415.83 1301.79 24.4603 internal_count=90178 53271 31823 21448 36907 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=8 num_cat=0 split_feature=6 3 5 0 2 10 5 split_gain=12.7143 29.0995 16.7772 15.8941 15.4767 15.3021 13.3821 threshold=9.1750502436701584 8.8049228894307117 11.17956735095475 9.770020931619106 13.796726205957029 9.4670177015293309 11.748821011074428 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.028229950248484976 0.011955690885260037 -0.04886888650035015 -0.0093127431393062125 -0.079500724268371029 0.0073199371433641429 0.054193818444584665 0.00086775559982656082 leaf_weight=132.93450213958386 289.97779427375644 172.90697405985429 281.24107414453738 25.516968318116596 1430.706445728254 121.29806895254569 94.644549353541152 leaf_count=4493 7530 8230 12449 7350 29606 5708 14812 internal_value=0 -0.00219341 -0.0244472 0.0151783 0.00428152 0.0245143 -0.0167142 internal_weight=0 2017.79 454.148 531.437 1563.64 411.276 120.162 internal_count=90178 54778 20679 35400 34099 13238 22162 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=8 num_cat=0 split_feature=8 8 2 7 2 10 10 split_gain=18.1799 18.3533 38.0827 24.5496 8.06682 5.49542 3.46553 threshold=14.910527555780067 14.877113625005363 12.970039582877137 5.5385308218452254 12.970039582877137 10.944792569123768 9.8988532763241484 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.032040859852762435 -0.028900867945143939 0.033853086626456225 -0.050285221516830715 0.0003737444160877179 -0.078810827024587027 0.078825271477281078 -0.031509478913178096 leaf_weight=85.044927890412509 10.820864494486161 281.74490218493156 161.52369271294447 971.95856764790369 39.268425984029818 6.9529552816820788 28.58679349835802 leaf_count=896 2947 5306 11195 28064 28950 3169 9651 internal_value=0 0.00301067 -0.0218751 0.00791854 -0.0441029 0.0151946 -0.0596302 internal_weight=0 1500.27 246.569 1253.7 85.629 17.7738 67.8552 internal_count=90178 45461 12091 33370 44717 6116 38601 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=46.814 37.2742 38.6414 33.0286 threshold=14.891696904234349 14.890362634532156 14.890551410338089 14.890157152163896 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00076319160688576167 -0.087516332730000812 0.067239234499346295 -0.0081124361176468131 -0.090169745497286416 leaf_weight=1164.8092320125725 57.469969653842782 165.60707444418222 114.72262201402918 41.83946700533852 leaf_count=20611 57852 8875 2130 710 internal_value=0 0.0037038 0.036483 -0.00393538 internal_weight=0 1486.98 280.33 1206.65 internal_count=90178 32326 11005 21321 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=8 num_cat=0 split_feature=8 2 8 0 5 8 3 split_gain=29.8594 38.5868 36.3769 49.1201 36.8656 14.6631 12.0578 threshold=14.903695585838657 9.5580834386043634 14.927118777216934 9.7410343792488572 12.210393308066189 14.877113625005363 11.550983888816198 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.087022460646996036 0.056351901846367493 -0.085120868921071555 -0.083965391110238041 -0.0018616997542602099 -0.0044907747862077121 0.096179713906055536 0.020821251316814861 leaf_weight=4.6100660247029763 217.27660912081774 93.803179567643383 75.611418042855803 431.27957089610572 245.61719871806417 21.168085302968393 11.722255394037346 leaf_count=190 11895 42252 20337 10825 3790 421 468 internal_value=0 -0.0465665 0.00407435 0.0176975 -0.0234002 0.0613903 -0.0732673 internal_weight=0 131.304 969.785 648.556 321.229 25.7782 105.525 internal_count=90178 43331 46847 22720 24127 611 42720 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=8 num_cat=0 split_feature=3 6 8 5 5 10 8 split_gain=19.7327 40.9732 31.5101 70.9535 40.372 24.0187 20.7359 threshold=9.7613439623177971 7.7604858386834108 14.910527555780067 11.169528824797895 11.575966217423966 9.5012717373946192 14.892420099699093 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.015742572671766968 -0.0042311590455584754 0.06672103956595031 -0.0095350679630895954 -0.072566411608348147 0.016647677263671036 -0.00061773246727361353 0.11474970703749404 leaf_weight=168.7708305716078 19.704422206996242 57.667265485535609 1680.7445199287031 195.65171055137762 905.26685500377789 545.13840755369165 55.304027603473514 leaf_count=14767 691 1395 22723 19753 9531 20891 427 internal_value=0 0.0146583 -0.00425081 -0.0317377 -0.000366566 0.00592405 0.0838495 internal_weight=0 677.814 2950.43 364.423 2586.01 602.806 75.0084 internal_count=90178 23404 66774 34520 32254 22286 1118 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=8 num_cat=0 split_feature=6 3 4 5 4 7 5 split_gain=29.182 34.6376 30.4697 26.6969 12.2518 11.7515 11.6265 threshold=9.3173683923343713 8.6542180326630582 17.462403286492574 9.7768630457487724 19.714399874998094 8.3560320943226589 9.4308084680330087 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.035506233178130307 0.12227126805245783 0.010632944648152218 0.055351907365696007 -0.0065678491862527361 0.10057991620827089 -0.0079721326706853456 -0.022132406252250124 leaf_weight=160.97103445271932 4.6422623163380186 1282.8392441326505 172.04616263827484 2189.2372641261645 15.485957747332575 24.906153654788795 692.67960861182655 leaf_count=1980 308 24552 3144 27934 322 727 31211 internal_value=0 0.00383471 0.0159555 -0.00367223 -0.0178842 0.0350702 -0.0209974 internal_weight=0 3805.09 1454.89 2350.21 737.714 40.3921 697.322 internal_count=90178 57610 27696 29914 32568 1049 31519 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=8 num_cat=0 split_feature=9 6 2 8 8 7 7 split_gain=32.3873 50.0393 41.6815 24.8732 21.6377 7.07509 1.51257 threshold=5.9991806917619623 6.3752834714674353 13.796726205957029 14.933388599539702 14.928054595819104 5.7077177108069286 4.7362078189612253 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.014499129471284181 -0.035149416430134216 -0.038524622320268723 0.0029405102065862268 -0.13448000946372582 0.10536324140006917 -0.073624103181303344 -0.034006180524506005 leaf_weight=19.667801774688996 153.55653329618508 256.05221876200449 4259.3823109719851 4.6237452775239936 60.334017740562558 71.436815009954444 3.2391691645607352 leaf_count=690 2652 14092 71036 51 323 1307 27 internal_value=0 -0.00171695 0.000581179 0.0592164 0.0760808 -0.0476371 -0.101596 internal_weight=0 4740.43 4515.43 87.8647 80.0018 224.993 7.86291 internal_count=90178 89087 85128 1091 1013 3959 78 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=8 num_cat=0 split_feature=2 5 4 4 3 10 3 split_gain=24.9249 23.3713 13.5938 14.2405 12.6075 12.0245 10.4912 threshold=15.451293565811982 11.077043729701701 13.900317863486658 20.390660556885141 8.6701089835608247 10.314951378082062 10.240175840406994 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.030527061020321739 0.0086517630827579444 -0.063301956197995141 0.034507501426398496 -0.11132654989637239 0.012036848238065714 -0.081778626752808808 -0.01324251936153957 leaf_weight=96.61260438739555 45.955178803560557 112.45190706252833 243.10351916978107 5.9311074654106042 241.40615617975709 20.510942582215648 67.364799819843029 leaf_count=17399 3577 34166 14639 296 9759 642 9700 internal_value=0 -0.0157065 0.0199017 0.0306029 -0.000182939 -0.0200529 -0.0447251 internal_weight=0 517.835 315.501 249.035 338.019 66.4661 179.817 internal_count=90178 71024 19154 14935 27158 4219 43866 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=6 num_cat=0 split_feature=1 9 1 8 6 split_gain=14.5156 15.3175 28.8419 18.5351 0.0748913 threshold=6.3193560299700344 6.6900083761563112 8.2831769242572211 14.895895018412437 10.271758836074349 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.094828581155094085 0.037836477761982353 -0.023470059685122516 0.0041489190588520682 7.5358679486835754e-05 -0.037159441094136804 leaf_weight=14.260149042791456 235.18935922114179 484.37618825215577 1709.8677467863427 289.10120798092976 2.0419918983534435 leaf_count=347 1621 7120 74785 6272 33 internal_value=0 0.00171532 -0.00195584 0.0170542 -0.0901702 internal_weight=0 2718.53 2194.24 524.291 16.3021 internal_count=90178 89798 81905 7893 380 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=8 num_cat=0 split_feature=1 5 2 5 0 1 7 split_gain=12.1575 22.2319 14.6186 8.5743 9.73099 6.1926 2.28888 threshold=7.2880368720252724 9.9087963333462792 14.348851288048683 12.885212458673779 7.6870462158359087 7.7959439481576203 4.9138568728296113 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0097655727233861983 -0.025015384050714823 -0.015225588533094562 0.0053013637455624971 -0.12805878053945691 0.054771305034196541 -0.077962489083397785 -0.013908954160068172 leaf_weight=114.70153420267161 51.362660304603196 427.56014931434675 1820.8242225379699 3.2843881289300034 82.349591062200489 39.785499501616869 3.4415822194496286 leaf_count=1263 846 25038 58525 30 819 3614 43 internal_value=0 -0.000579586 0.00139286 0.0248301 0.0287555 -0.0487217 -0.0790103 internal_weight=0 2339.53 2248.38 203.777 197.051 91.1482 6.72597 internal_count=90178 88023 83563 2155 2082 4460 73 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=8 num_cat=0 split_feature=6 2 0 0 2 0 8 split_gain=17.8651 19.681 29.2254 23.0885 5.58107 7.11414 4.14782 threshold=15.120249453586034 15.188180172810123 10.39570840289448 7.9000271859942659 15.205789929518399 12.907788471437533 14.877113625005363 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.032418618202094338 0.1012529267042741 -0.051798604032431632 0.02020872495298022 0.008711130100725991 0.26758890243586192 0.026507178495163056 0.0078370141717385398 leaf_weight=153.90756783003962 8.7390472907573038 161.69271450124688 85.569521085479209 1147.2215563724894 2.3865468392905305 2.2986136344843544 9.6407804899681633 leaf_count=7600 62 23406 5217 53601 64 51 177 internal_value=0 -0.00109551 -0.0268982 0.00382483 0.0857319 0.174778 0.0551862 internal_weight=0 1548.39 247.262 1301.13 23.065 4.68516 18.3798 internal_count=90178 89824 28623 61201 354 115 239 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=5 num_cat=0 split_feature=8 8 5 8 split_gain=42.4684 35.8159 38.5212 31.8509 threshold=14.891696904234349 14.886609811404641 11.467676308728125 14.601153418519075 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.023404029688814571 -0.087366137092517018 -0.0059774832558686071 0.04256059926258296 -0.022101184104123164 leaf_weight=204.20783437709906 52.613699843213908 298.51652792762616 359.93910133815371 614.06203316838946 leaf_count=3571 57852 6578 11882 10295 internal_value=0 0.00323505 0.0205797 -0.0107302 internal_weight=0 1476.73 658.456 818.27 internal_count=90178 32326 18460 13866 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=8 num_cat=0 split_feature=7 4 3 5 0 8 7 split_gain=28.3589 31.0605 34.0568 31.0832 10.3875 8.94657 1.18516 threshold=5.4661887287676034 17.330114649512243 10.82271793063118 10.942658813902769 10.138641351074432 14.92225403204545 5.3058580838623133 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0052685529571891579 -0.065148819451937429 -0.05100032945987102 0.012617668178636691 0.02126535085859162 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-0.020865471906231225 0.064612071672036808 leaf_weight=58.582596814638237 378.6295177190259 1406.615828912516 1402.3056366476994 557.0356532477017 251.25141474758493 426.02270518851583 51.604408079503628 leaf_count=941 5606 17424 34147 8411 17680 5170 799 internal_value=0 0.00886545 -0.00629982 -0.0202107 0.00157912 -0.0128595 0.0160891 internal_weight=0 1942.83 2589.22 935.665 1653.56 484.605 1458.22 internal_count=90178 24334 65844 14017 51827 6111 18223 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=8 num_cat=0 split_feature=8 0 9 10 5 10 8 split_gain=30.92 29.537 64.7766 44.9391 11.9448 9.10878 2.75178 threshold=14.907335691510722 8.632265447388983 7.5301607121555358 8.7145808716625783 13.392789936838307 6.4024571332175748 14.887810450428484 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.039216428447621549 -0.0042425009853015137 -0.048711456425898941 -0.00080273425960982337 0.024728029349821729 -0.0059804893506022506 -0.08633651555934084 0.12935387952307911 leaf_weight=5.7836444024869698 1163.924961127399 321.34844292671187 2267.3815503638107 990.22568581358064 2.4335435399407279 63.015782774973559 2.5998505570241832 leaf_count=249 9606 2643 26443 7090 283 42856 1008 internal_value=0 0.00043127 -0.00676633 0.00908004 -0.0643534 -0.0753712 0.0737761 internal_weight=0 4742.88 2588.73 2154.15 73.8328 68.7994 5.03339 internal_count=90178 45782 29086 16696 44396 43105 1291 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=7 num_cat=0 split_feature=8 4 2 9 5 3 split_gain=24.1958 38.1514 33.6696 13.9144 11.285 6.73953 threshold=14.755543580320479 13.805535355096474 14.39239497677625 5.9991806917619623 9.8464219473282011 10.606625272355076 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.099335876760675401 -0.060832683477230955 -0.06163845716150234 0.0091850457917680723 0.062648752107308067 0.014511698560524944 -0.13955474834097228 leaf_weight=7.9111001284327349 74.918676273733581 79.423733503799667 404.97430179946059 67.224809722742066 173.42643973842496 12.894625864821135 leaf_count=146 16801 22447 44448 1407 4503 426 internal_value=0 -0.0135826 -0.00253051 0.0237225 0.0281622 -0.0738335 internal_weight=0 572.211 484.398 248.562 240.651 87.8133 internal_count=90178 84122 66895 6056 5910 17227 is_linear=0 shrinkage=0.1 Tree=586 num_leaves=8 num_cat=0 split_feature=7 8 7 8 5 10 10 split_gain=13.6426 20.8532 23.155 20.3103 0.860797 1.84035 1.57646 threshold=1.0000000180025095e-35 14.390433651313669 4.0166615945468465 14.647819763413478 10.191363429003717 8.2124917739664038 8.0582858367092154 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.058210889320632488 0.15488363213582054 -0.047090789488027252 -0.0071607462387919558 0.0024510855693420102 -0.030862094899855738 0.0098697957312853454 -0.095571274238890294 leaf_weight=12.73835114544636 17.619377384777181 84.498001771964482 16.591071039671078 2574.3612688463618 7.1918290567991816 5.2197347898181752 11.887353382637228 leaf_count=410 233 2645 731 84882 173 418 686 internal_value=0 0.00187231 0.0783254 0.000859543 -0.0584377 -0.0389456 -0.0739312 internal_weight=0 2693.07 34.2104 2658.86 37.0373 17.9581 19.0792 internal_count=90178 88491 964 87527 1687 828 859 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=8 num_cat=0 split_feature=8 8 8 2 3 3 3 split_gain=16.948 31.4705 27.5137 13.8709 30.9116 25.4817 11.7726 threshold=14.67823852713458 14.601153418519075 14.572237689267261 13.993693819077535 10.319871962920201 9.7613439623177971 9.0077009019155181 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.035748767192807014 -0.035008444931619101 0.12244070323657469 -0.054389744280815291 0.0034960366186492123 0.18038548795099552 -0.047047945393798619 0.0069880847822127784 leaf_weight=101.08713156564045 181.48731832187696 38.736880840267986 49.680874908670376 2042.042101643844 5.9324332888336349 103.86459768713667 11.518036807508905 leaf_count=2506 10927 309 1065 54696 7197 12722 756 internal_value=0 0.0289366 0.00588378 -0.00125484 -0.0272694 0.00102887 0.0966325 internal_weight=0 201.023 150.768 2333.33 187.42 2145.91 50.2549 internal_count=90178 4636 3571 85542 18124 67418 1065 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=8 num_cat=0 split_feature=8 3 0 8 1 3 8 split_gain=17.3892 39.9595 73.6977 33.045 37.7832 37.2133 22.1614 threshold=14.897163769351938 8.1902575105744138 8.4504249426996729 14.890560407866088 8.3937802762880338 9.0372817083726584 14.905998535555076 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.032187693991311384 -0.052685767361442586 -0.015266335829562248 0.12284374860109569 -0.019333606366326892 0.049933896066960165 0.01374976959713965 -0.070338352519916866 leaf_weight=301.0543325462786 43.935296827585262 247.53182504267897 50.396613630946376 108.49357786530163 281.94222694064956 422.80353331650258 103.15879043604582 leaf_count=14369 6747 5032 3698 2658 4087 16182 37405 internal_value=0 -0.0160849 0.0413954 0.00727725 0.0306858 -0.00537379 -0.0316202 internal_weight=0 445.023 94.3319 1114.29 390.436 723.858 350.691 internal_count=90178 52882 10445 37296 6745 30551 42437 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=5 num_cat=0 split_feature=8 3 5 8 split_gain=38.7198 36.7183 34.2832 29.7254 threshold=14.891696904234349 8.934597323333529 12.084061034218061 14.889502581986347 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0036846997935132634 -0.087204353034394444 -0.033857411772006636 0.0127814942757223 0.044243069628644931 leaf_weight=543.99770079483278 48.156457584989766 382.43369780416833 266.89831392635824 269.7405153743166 leaf_count=4114 57852 14110 4338 9764 internal_value=0 0.00302486 -0.014697 0.0171669 internal_weight=0 1463.07 649.332 813.738 internal_count=90178 32326 18448 13878 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=7 num_cat=0 split_feature=9 0 6 8 9 0 split_gain=28.6067 38.8035 43.2874 31.7919 2.35754 9.44627 threshold=7.9342042901822838 9.3933457523545609 9.4451284588075488 14.908595028305081 7.5672260585974813 8.6755927649809568 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.088124210985769835 -0.072569619049775227 -0.047354406341131368 0.0063156175684662419 0.067709440197329912 0.059519646580325783 -0.077292323882842115 leaf_weight=31.857547349827655 17.652098012018541 191.54476190342393 683.82242715560278 127.21426007014088 5.9135633807381991 19.129222796185786 leaf_count=31266 6485 13486 24006 4640 1993 8302 internal_value=0 0.00248227 -0.0054689 0.050236 -0.0697731 -0.0439408 internal_weight=0 1020.23 875.367 144.866 56.9003 25.0428 internal_count=90178 48617 37492 11125 41561 10295 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=8 num_cat=0 split_feature=3 6 9 1 5 9 9 split_gain=17.0556 33.5633 25.8628 35.7392 32.3244 20.2325 15.3761 threshold=9.7613439623177971 8.1265478754486775 7.702442124845974 8.849485735198181 11.385371185647935 9.0562279573531903 9.9418661416306637 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0052073284106816916 0.095724771932050368 0.037486045413154444 -0.036295645669687293 0.026745141325802104 -0.0029596111996796565 -0.0059591159908625978 0.011888198674852038 leaf_weight=1126.6830215758237 64.840814353854512 141.06360559820314 437.31534542207373 506.68034915043972 865.29862983079511 435.90331036182761 33.232687028445071 leaf_count=24891 1054 2412 11559 10007 20317 19440 498 internal_value=0 0.013951 -0.00366604 0.00471484 -0.0141705 0.00470934 0.0677231 internal_weight=0 675.04 2935.98 1633.36 1302.61 576.967 98.0735 internal_count=90178 23404 66774 34898 31876 21852 1552 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=8 num_cat=0 split_feature=8 0 5 0 6 1 7 split_gain=27.28 32.0205 30.0224 46.8951 26.4028 26.2787 5.49635 threshold=14.930774884461373 12.414759514558826 11.03610917567841 9.0881844608369668 6.6852142513537247 9.992552093685406 10.366177365188017 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.015461488165148888 0.028576107432226563 0.21215085123394373 -0.014650629667371455 0.019140172718677191 -0.013948164429193544 -0.078200114141059054 0.046741094853668244 leaf_weight=367.91326957145066 674.4543110835366 6.4176923604354652 930.08717085374519 733.84943532990292 1771.2482916033186 22.921976595651358 3.7090600562187319 leaf_count=5477 4364 355 5972 3905 68549 656 900 internal_value=0 -0.00800911 0.00755839 0.000254744 -0.00888515 0.0249595 0.161213 internal_weight=0 2149.29 2361.31 1663.94 2139.16 697.376 10.1268 internal_count=90178 75281 14897 9877 74026 5020 1255 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=8 num_cat=0 split_feature=7 8 9 4 0 7 3 split_gain=28.7726 30.0334 29.5928 26.5479 27.7558 8.62333 4.81993 threshold=6.9010169257307146 14.934514569198791 5.9991806917619623 13.708628048424542 9.5747919004263888 5.3896825782415902 9.1423067469572796 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.0694450199811356 -0.036830642168953633 -0.05943602340426013 0.0060186776588982806 0.0014589721970820026 -0.030904175610141561 -0.016674855264335115 -0.076179799494592859 leaf_weight=74.517153322522063 170.008395521887 71.272757631377317 2860.532271132397 1087.741067307752 349.3270155387745 139.2565702511929 38.976725530161275 leaf_count=935 3011 571 40117 17651 24847 879 2167 internal_value=0 0.00503168 0.0076521 -0.0112819 -0.00642398 -0.0313638 -0.0444973 internal_weight=0 3145.58 2935.05 1646.05 1437.07 210.529 208.985 internal_count=90178 42502 41052 47676 42498 1450 5178 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=8 num_cat=0 split_feature=5 1 2 0 9 5 3 split_gain=22.2871 47.9525 26.3356 24.8515 26.6556 11.7111 6.16172 threshold=10.408931102912307 9.8186958237416775 13.714806311791465 10.415455781314156 8.0028092215403728 9.967842824291635 9.2512595335508347 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.011508957309547659 -0.077133290076174435 -0.076274728173454709 0.014418784014713207 -0.1188518963975836 0.056414555771091182 0.0050508462461598281 -0.037368487820515266 leaf_weight=91.386645769656752 87.987304644404503 34.395556170016789 334.95440027567929 16.223194394056922 154.73485872201854 13.552672144141978 75.592228905748925 leaf_count=8052 42548 8799 16981 330 5708 477 7283 internal_value=0 -0.0141999 0.00578984 0.020762 0.0312496 -0.0641251 -0.0590962 internal_weight=0 532.929 369.35 275.897 246.122 29.7759 163.58 internal_count=90178 75611 25780 14567 13760 807 49831 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=8 num_cat=0 split_feature=8 3 9 4 7 8 5 split_gain=13.1169 14.0254 20.4703 13.2616 18.522 14.6067 3.79788 threshold=14.911370549600658 7.555671347408925 7.4696347274316013 16.841379823687735 9.0417537712561593 14.899408278746956 12.481896272794172 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0053956574916335515 -0.071776208363176469 -0.086717714910615445 0.23675807232135143 0.026406099788133238 -0.030351764414907081 0.014025114664033203 0.0032077676950645127 leaf_weight=1735.0685942189593 3.9862366983143138 33.557844349270454 2.9349328626412898 378.10463763504231 66.911352822891786 497.47443440550705 5.3543466823102781 leaf_count=32361 1487 31242 676 6336 3558 3561 10957 internal_value=0 -0.0513023 0.0724305 0.00208074 0.0178232 -0.00106381 -0.0745736 internal_weight=0 45.8334 6.92117 2677.56 445.016 2232.54 38.9122 internal_count=90178 44362 2163 45816 9894 35922 42199 is_linear=0 shrinkage=0.1 Tree=596 num_leaves=8 num_cat=0 split_feature=8 6 8 8 8 8 8 split_gain=15.1849 24.6593 11.7646 26.8277 14.9874 7.02653 4.61719 threshold=14.90142061961137 8.6934209889642187 14.67823852713458 14.601153418519075 14.895572711907471 14.913676627498663 14.902767949361744 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.006010059350389424 -0.029374903292729439 0.012739619955005506 -0.0082908395981834259 0.090875103471337773 0.0090195123357434664 -0.078950252460816286 -0.068593665433783424 leaf_weight=149.49382403406344 53.669234910514206 138.15280524041009 861.18734593373665 48.683719441731228 1190.2596934897592 7.899076163587778 75.035887316186745 leaf_count=3571 294 3445 30530 1065 7100 20992 23181 internal_value=0 -0.0208565 0.00400592 0.0272093 0.00175221 0.0072775 -0.0525922 internal_weight=0 274.757 2249.62 198.178 2051.45 146.052 128.705 internal_count=90178 47912 42266 4636 37630 24437 23475 is_linear=0 shrinkage=0.1 Tree=597 num_leaves=8 num_cat=0 split_feature=4 4 2 6 8 8 8 split_gain=18.3596 24.2023 31.3964 23.66 14.8807 13.0408 11.9323 threshold=13.675511442095459 18.106301929367444 14.824304510692821 9.9399606852453637 14.87965296985381 14.801687455380572 14.894551491458904 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.031424168533745876 -0.0018789109995705395 0.038156005695248366 -0.043125811878776787 -0.035698400403413773 0.022587571825742152 0.11234116253528946 -0.0086069156165298703 leaf_weight=64.523105276704882 713.7583133902117 163.13661671534646 247.94094537981982 6.585681330645456 230.0764104549562 36.406901810754789 81.26416205260648 leaf_count=3450 32459 2474 31817 585 13685 1123 4585 internal_value=0 -0.00540468 -0.0125468 0.0209455 0.0106916 0.0893682 0.0226354 internal_weight=0 1206.1 961.699 337.592 294.6 42.9926 244.401 internal_count=90178 71335 64276 18843 17135 1708 7059 is_linear=0 shrinkage=0.1 Tree=598 num_leaves=8 num_cat=0 split_feature=3 5 2 7 0 1 1 split_gain=29.8592 31.8825 24.0862 16.0302 13.5684 4.61572 2.92854 threshold=8.3815884814088726 10.111854075392726 14.938450498762643 2.5025773517038084 8.2470330024222722 9.0795462063588221 8.7774236765401223 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.020935122645817438 -0.051884328560969688 -0.019581753860618237 0.011378048823443346 0.0052226037544783098 0.042913665527364024 -0.10673537592152434 -0.10832080698158719 leaf_weight=31.059702172799007 17.772264986648224 544.24088855323316 465.20571733388351 159.15012522858888 239.02058284510713 7.1118897948254007 29.417278907438231 leaf_count=874 989 32236 30618 10133 11537 210 3581 internal_value=0 -0.00911568 -0.00531672 0.0219498 0.0278993 -0.0392376 -0.0885838 internal_weight=0 1056.64 1009.45 436.342 398.171 38.1716 47.1895 internal_count=90178 67424 62854 22754 21670 1084 4570 is_linear=0 shrinkage=0.1 Tree=599 num_leaves=8 num_cat=0 split_feature=9 0 9 8 0 9 7 split_gain=26.1212 51.8842 49.2345 34.9933 7.75114 17.282 0.200796 threshold=8.2806248505865856 9.7267231944542853 9.580999342102297 14.908595028305081 9.1222009477300254 7.714096927547998 5.0900860751100536 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.081215423447351637 -0.069524022297747665 -0.048466654473741225 0.0079835179605180304 0.061681214433216225 -0.030804727875215099 0.014382601519980298 -0.086813587422581204 leaf_weight=32.945046264578195 21.945243738540739 217.16771667427383 528.72924841148051 187.80546865539509 2.1074897405014772 42.131443981066695 34.266135473471877 leaf_count=34729 7386 10516 18201 3994 574 7906 6872 internal_value=0 0.00387368 -0.00849482 0.0476891 -0.0470771 -0.0280838 -0.0844795 internal_weight=0 955.648 745.897 209.751 111.45 75.0765 36.3736 internal_count=90178 40097 28717 11380 50081 42635 7446 is_linear=0 shrinkage=0.1 Tree=600 num_leaves=8 num_cat=0 split_feature=6 8 2 0 3 8 1 split_gain=17.3057 22.0101 25.0337 19.5747 12.3132 14.7796 4.82842 threshold=5.2808713649943622 14.898387588216272 14.013900857802197 11.036062721795156 7.9328841361353648 14.892420099699093 10.044293479915721 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.018179061009468062 0.01136100369202926 -0.001724903483413056 -0.058088503950533554 0.028652041032040793 0.0026331100045025669 0.11260280705336947 -0.06178808998573581 leaf_weight=57.375970181194134 82.389989559189416 3034.9286514907726 137.96479642727354 227.0680293525802 19.170590193709359 32.952441203175113 7.6851409809896714 leaf_count=566 5330 44842 33027 5659 382 304 68 internal_value=0 -0.00167279 -0.0321875 0.000397773 0.0372371 0.0729674 0.00794086 internal_weight=0 3482.35 220.355 3262 117.184 52.123 65.0611 internal_count=90178 88858 38357 50501 1320 686 634 is_linear=0 shrinkage=0.1 Tree=601 num_leaves=6 num_cat=0 split_feature=8 5 0 8 0 split_gain=26.4254 22.8913 31.5456 28.8688 3.39229 threshold=14.914060284370994 11.619214303871553 9.5747919004263888 14.931776860475649 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.086789202330576909 -0.00061105071706570133 -0.022186078503679485 0.0095616602075669094 0.020675899804595593 0.028337909916295052 leaf_weight=37.875035698387364 2233.6401291090297 827.75520655780929 502.16120347366814 890.28808161616325 2.2831235262492546 leaf_count=47188 18007 7060 11200 6320 403 internal_value=0 0.000782728 -0.0102003 0.00546019 -0.0797144 internal_weight=0 4453.84 1329.92 3123.93 40.1582 internal_count=90178 42587 18260 24327 47591 is_linear=0 shrinkage=0.1 Tree=602 num_leaves=8 num_cat=0 split_feature=2 0 7 8 10 8 0 split_gain=28.6379 33.4397 33.2249 38.9787 24.3134 20.8065 18.0429 threshold=14.58954693896502 7.8812646291224651 7.4109174044858035 14.934514569198791 12.083006365719474 14.928945438665446 9.9433993397020437 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -3 -1 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=-0.01893974803301654 0.014884632762042761 -0.019710396837310212 -0.0055608664316598895 -0.035668641047606246 0.13764019489323356 0.028737149380583516 -0.0455882398988251 leaf_weight=132.74352274384 2138.8002466658363 1310.1686720232829 596.67753832298149 163.28427617158741 8.9081421945120365 289.86689302418381 137.92186827237128 leaf_count=3532 29988 28400 12672 976 2839 1818 9953 internal_value=0 -0.0107043 0.00537697 0.011285 -0.0185443 0.0137523 -0.0131278 internal_weight=0 1741.69 3036.68 2302.08 1319.08 422.61 734.599 internal_count=90178 36589 53589 30964 31239 5350 22625 is_linear=0 shrinkage=0.1 Tree=603 num_leaves=6 num_cat=0 split_feature=8 8 7 2 3 split_gain=22.7557 29.3274 25.6772 13.7914 3.6225 threshold=14.937791608657685 14.828882741269299 5.9913071544112162 8.0459400115095168 8.9535541855830072 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.10470511632772624 -0.012972578157274301 -0.077876670937287285 -0.011140496751879151 0.023319437277984266 0.10836179449343171 leaf_weight=7.6939959385199463 2.5608777790039339 66.120250179974391 412.55203382803484 285.27802656096173 19.952948042133357 leaf_count=119 419 21736 58839 8422 643 internal_value=0 -0.00526599 -0.0205021 0.0196125 0.0945956 internal_weight=0 771.644 478.672 292.972 22.5138 internal_count=90178 89116 80575 8541 1062 is_linear=0 shrinkage=0.1 Tree=604 num_leaves=6 num_cat=0 split_feature=1 8 8 1 6 split_gain=12.6133 14.531 28.4153 15.8336 0.0852943 threshold=6.3193560299700344 14.889502581986347 14.863791496742204 9.5645289732237178 10.153316030557244 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.093388284983001377 -0.0019042673023836093 0.0010144651120742932 0.045311475595595452 -0.026055247528734133 -0.036001078998279999 leaf_weight=12.672453124965612 329.66359580960125 1922.4175521229854 206.72993092819524 242.43265879686533 2.0330323391535776 leaf_count=345 10457 47694 4602 27045 35 internal_value=0 0.0016251 0.0163435 -0.00202759 -0.0882519 internal_weight=0 2701.24 536.394 2164.85 14.7055 internal_count=90178 89798 15059 74739 380 is_linear=0 shrinkage=0.1 Tree=605 num_leaves=5 num_cat=0 split_feature=8 2 3 1 split_gain=12.991 11.2866 18.7226 9.77713 threshold=14.913676627498663 15.180136115310486 9.0995930011054131 10.657597402609927 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00197870440328534 -0.08392711570176152 0.015733361273996754 -0.027113992688314228 -0.052277529190991448 leaf_weight=1609.0139577254304 16.760290667767094 613.58883871461876 255.44672072713729 20.932057171296037 leaf_count=18416 42942 15705 10858 2257 internal_value=0 0.00190219 -0.00201964 0.013411 internal_weight=0 2498.98 1864.46 634.521 internal_count=90178 47236 29274 17962 is_linear=0 shrinkage=0.1 Tree=606 num_leaves=8 num_cat=0 split_feature=6 1 2 5 1 6 8 split_gain=16.2605 24.543 29.1266 23.2085 19.1778 11.1201 10.8258 threshold=6.8788941041374283 9.0795462063588221 13.546825074132277 13.793851287651751 7.7959439481576203 5.2808713649943622 14.898934405764823 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.034479537069423305 0.020309131154320925 0.0081243414881112096 -0.04411011604429009 -0.058161111838748517 0.055848759792521546 -0.04978210628994735 -0.0086491378013867724 leaf_weight=23.327595458067663 95.688881924987072 892.79050248180647 257.3578203763791 55.143744862751191 130.34928568202304 43.422037464435562 32.147028405444871 leaf_count=497 1631 45536 29569 5038 2193 2022 3692 internal_value=0 -0.00417552 -0.026642 0.00421112 0.0246536 -0.0202602 0.0431141 internal_weight=0 1300.98 353.047 947.934 229.246 66.7496 162.496 internal_count=90178 81774 31200 50574 8404 2519 5885 is_linear=0 shrinkage=0.1 Tree=607 num_leaves=6 num_cat=0 split_feature=8 8 8 5 2 split_gain=35.1262 33.031 59.9019 6.12972 2.17219 threshold=14.89098124964333 14.572237689267261 14.582376352430854 10.996096347157708 15.829651744279358 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.014346687740523592 -0.087640264003480878 0.090726449651639882 0.00098971238257775963 -0.078705673951527264 -0.0051770888508556783 leaf_weight=20.867694952583406 46.28703644862253 77.99396619386971 1276.0409565888694 54.602474611019716 3.5650140181569432 leaf_count=1907 53963 710 28755 599 4244 internal_value=0 0.00261501 0.00622179 -0.0613306 -0.0819609 internal_weight=0 1429.51 1354.03 75.4702 49.8521 internal_count=90178 31971 29465 2506 58207 is_linear=0 shrinkage=0.1 Tree=608 num_leaves=8 num_cat=0 split_feature=4 4 9 9 1 0 5 split_gain=25.8343 30.0756 38.4046 23.9773 4.95638 5.10844 4.4122 threshold=12.161925876720256 17.330114649512243 9.9418661416306637 7.714096927547998 11.301381005191171 9.4837301851795068 13.852336824712092 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.05434024047075954 -0.079798562884023455 -0.061881377715347255 0.0057782494749816816 0.017976224020884706 -0.068937295858623557 -0.1428131608136799 0.050818359963503014 leaf_weight=15.152911539767958 25.110897433583887 141.40060378020098 203.81078469641943 648.76917012012018 6.1610648102723626 13.953238780886748 4.4624381044413894 leaf_count=6295 28048 8998 4768 40495 260 1260 54 internal_value=0 0.00192952 -0.0220342 0.01422 -0.0792873 -0.100088 -0.0185893 internal_weight=0 1019.09 345.211 673.88 39.7297 29.1062 10.6235 internal_count=90178 82309 13766 68543 7869 7555 314 is_linear=0 shrinkage=0.1 Tree=609 num_leaves=8 num_cat=0 split_feature=6 9 7 9 5 8 6 split_gain=16.123 25.1023 18.448 18.9281 15.7153 11.792 6.4708 threshold=12.797909639970344 10.034994439797606 12.09016309432562 7.6406721245370868 12.885212458673779 14.933716321298206 9.9399606852453637 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.0053901262871218041 0.13645230819957663 0.081580209174724153 0.082700537709400251 -0.0095903201857936108 -0.016003247054686011 -0.040533124468032922 0.022554865021877948 leaf_weight=1558.1063390197523 26.261207289877351 20.933291401655879 29.643214787371107 1836.6597216682421 65.775896580191329 3.9080574838444582 45.624898299371125 leaf_count=33286 327 469 394 51538 2722 22 1420 internal_value=0 0.0359829 -0.00162319 -0.00271514 0.00821683 0.112961 0.0470161 internal_weight=0 116.878 3470.03 3394.77 86.7092 30.1693 75.2681 internal_count=90178 3540 86638 84824 3191 349 1814 is_linear=0 shrinkage=0.1 Tree=610 num_leaves=6 num_cat=0 split_feature=8 6 3 8 0 split_gain=23.9281 23.1372 29.2974 14.0928 3.7693 threshold=14.914060284370994 10.240161521051871 11.951487375877063 14.936063109538003 13.365415874404215 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.086594526547196002 0.0021958176494623304 -0.039057545909828323 0.18330344671980742 0.019427901271077502 0.038913313943882248 leaf_weight=34.984949090465307 4170.4943977826551 213.77046032741418 7.9515207489021114 50.327129811514169 2.0106498227978582 leaf_count=47379 32565 9474 77 471 212 internal_value=0 0.000767283 0.00258424 -0.0278812 -0.0789288 internal_weight=0 4442.54 4178.45 264.098 36.9956 internal_count=90178 42587 32642 9945 47591 is_linear=0 shrinkage=0.1 Tree=611 num_leaves=8 num_cat=0 split_feature=4 0 2 2 6 9 2 split_gain=28.1862 36.2002 38.1792 22.6307 17.2472 21.6795 4.95578 threshold=12.900618599293665 7.844908726284209 14.437013197130748 13.585296496002817 8.346656223500764 7.6777298382184256 14.979595683205593 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.021214623067251942 -0.022424709281061828 -0.018530056870892077 0.005230083058342082 0.04335944327053351 -0.06584992783887271 0.031858850062457207 -0.030304392910044727 leaf_weight=373.16901069549931 62.23379729858425 883.21100086932711 2874.9108423801372 309.5020880017837 79.806810815691279 95.956266472147036 82.403335698862065 leaf_count=5787 719 23826 49713 3803 1951 2200 2179 internal_value=0 0.00259074 -0.000357325 0.0323156 -0.0200804 -0.0103141 -0.048089 internal_weight=0 4129.86 3758.12 371.736 631.335 469.125 162.21 internal_count=90178 78061 73539 4522 12117 7987 4130 is_linear=0 shrinkage=0.1 Tree=612 num_leaves=8 num_cat=0 split_feature=8 8 7 2 3 4 4 split_gain=20.7257 29.3661 23.146 19.2995 8.32791 1.43925 0.881742 threshold=14.93407354073973 14.887810450428484 8.0056160745781622 14.099040754475061 9.0474640563086428 18.427082985188424 16.680944678146794 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.022067001771095822 -0.056877113158816585 -0.059440242140951262 -0.0059066495724761359 0.025711628135508681 0.095298818580391451 0.0074646221485759933 0.0092270210926357361 leaf_weight=117.2651054477974 3.5903411520048385 135.144506636394 199.16790229695107 296.2947384165891 29.535848372797776 2.1764736995610283 3.168774528454378 leaf_count=3200 1970 49298 22765 11021 1160 166 598 internal_value=0 -0.00566266 -0.0276601 0.0121434 0.0686857 0.0896831 -0.0286914 internal_weight=0 747.872 334.312 413.56 38.4714 31.7123 6.75912 internal_count=90178 86284 72063 14221 3894 1326 2568 is_linear=0 shrinkage=0.1 Tree=613 num_leaves=6 num_cat=0 split_feature=8 5 9 0 5 split_gain=12.145 13.222 15.4877 10.0038 0.25121 threshold=14.923390718400364 13.909365400813877 8.9004620830435499 11.348217385527382 10.323797458099877 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0025953564207943525 -0.026268734105508635 0.095579301799565058 -0.03426751632354099 -0.057596610352197368 -0.083745004022897418 leaf_weight=2547.6117099656076 2.0120222978048359 22.995518508058016 118.31125217744375 4.4816669951651411 15.784838242086151 leaf_count=38151 3330 1086 20178 1666 25767 internal_value=0 0.00167154 0.00094718 0.0694503 -0.0789902 internal_weight=0 2693.4 2665.92 27.4772 17.7969 internal_count=90178 61081 58329 2752 29097 is_linear=0 shrinkage=0.1 Tree=614 num_leaves=8 num_cat=0 split_feature=8 8 8 5 3 3 3 split_gain=12.9242 22.5099 21.5291 11.8599 12.9082 11.0085 6.49773 threshold=14.67823852713458 14.601153418519075 14.572237689267261 9.6383445967260339 9.350372350165296 9.0077009019155181 7.6295525221584652 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.03214455159406162 -0.0073721133028106511 0.11134715632238223 -0.049245187422562828 0.0027703563845688241 -0.020715480801952353 0.00053745518745473462 -0.088789461371701295 leaf_weight=101.07671052949445 17.200908291521046 36.108116854447871 46.694221260564518 2009.9853029200749 263.83899973024472 11.834500824013956 22.408215032213775 leaf_count=2506 532 309 1065 55303 28337 756 1370 internal_value=0 0.02578 0.00626802 -0.000919319 3.73122e-05 0.084564 -0.0544848 internal_weight=0 195.714 147.771 2313.43 2273.82 47.9426 39.6091 internal_count=90178 4636 3571 85542 83640 1065 1902 is_linear=0 shrinkage=0.1 Tree=615 num_leaves=7 num_cat=0 split_feature=8 8 3 4 2 3 split_gain=15.7583 16.7289 28.9617 26.2384 4.73518 0.98448 threshold=14.91888241682727 14.874443652260416 10.344274622172561 12.624535423287986 11.315548354583408 6.2423815403969032 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.048067241263574818 0.035468852550675903 0.044179682084228768 0.032578095415486542 0.0004562479026215069 -0.022576882028266555 -0.08588201145996778 leaf_weight=150.39347641233326 3.4933846101048394 155.46366309144651 62.271574861253612 1117.7802594772475 3.6427884128934265 26.589407127763479 leaf_count=8997 1542 3961 2739 38284 226 34429 internal_value=0 0.00148439 -0.0244111 0.00582538 -0.066662 -0.0792212 internal_weight=0 1485.91 212.665 1273.24 33.7256 30.2322 internal_count=90178 53981 11736 42245 36197 34655 is_linear=0 shrinkage=0.1 Tree=616 num_leaves=5 num_cat=0 split_feature=8 3 8 5 split_gain=32.5762 30.0238 33.1896 30.6256 threshold=14.891696904234349 9.350372350165296 14.888650765397751 12.716688006995051 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0025746421963468383 -0.0868664529565049 -0.038643118949366229 0.034055942973570584 0.024356360359869562 leaf_weight=642.42559099494247 40.762248638862729 276.88830534354202 401.08494229768985 106.04256446706131 leaf_count=5456 57852 11224 14431 1215 internal_value=0 0.00273601 0.0115239 -0.0211791 internal_weight=0 1426.44 1043.51 382.931 internal_count=90178 32326 19887 12439 is_linear=0 shrinkage=0.1 Tree=617 num_leaves=8 num_cat=0 split_feature=4 4 8 2 8 6 10 split_gain=23.646 24.4002 28.0191 5.22877 3.52094 1.80417 1.62343 threshold=20.959836909431807 12.161925876720256 14.932750403951212 16.842328391286571 14.93223109337964 11.792566147284171 11.993471640699642 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.085200246257559273 -0.12939190027556544 0.0093350872086395351 -0.052515400284559026 -0.051983443434320181 0.019749439855588788 -0.065318332575639473 0.037880194036410506 leaf_weight=34.934424935432617 14.110236383130543 901.3077008911896 78.71968144580751 2.5648243355972218 3.1390285585002848 11.776442433532791 3.6113799558952451 leaf_count=7274 460 75074 6530 53 595 168 24 internal_value=0 0.00123318 0.00431854 -0.0846965 -0.0762635 -0.103757 -0.00148155 internal_weight=0 1018.1 980.027 32.0629 38.0735 25.8867 6.1762 internal_count=90178 89473 81604 705 7869 628 77 is_linear=0 shrinkage=0.1 Tree=618 num_leaves=8 num_cat=0 split_feature=3 1 9 6 0 9 9 split_gain=16.8682 18.0261 47.3822 37.2285 16.2798 16.9847 6.14218 threshold=6.7046708222886204 10.414617454137989 9.65909259506798 11.792566147284171 8.5416360423644822 10.504261337961323 7.1773235865064811 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.020006147351812092 -0.0064249939808447565 0.055496949447307944 -0.0055598024810069036 0.07851444142254424 0.098843262000173515 -0.099704303640792497 -0.055906626487237633 leaf_weight=46.295820422586985 2843.6411842358502 188.18574451231689 386.82426254999882 51.557612330318079 44.295347846113145 3.9607361271046093 12.761586290260309 leaf_count=351 70626 3398 14228 1182 269 26 98 internal_value=0 -0.00167298 0.0144841 -0.00488581 0.0384013 0.0808536 0.00294457 internal_weight=0 3470.21 575.01 2895.2 107.313 48.2561 59.0574 internal_count=90178 89434 17626 71808 744 295 449 is_linear=0 shrinkage=0.1 Tree=619 num_leaves=8 num_cat=0 split_feature=10 0 10 0 8 10 6 split_gain=25.8982 34.1457 49.553 33.8005 33.3064 31.1249 13.6955 threshold=9.5907743509547654 8.7985673998436145 8.6196281757617239 9.5747919004263888 14.930030112180424 10.035832483882487 7.3474541359532113 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.011128353325421281 0.0056517620610412218 -0.0042026925278118186 -0.017535241911910106 0.045056252574765913 0.033137529637581577 -0.010569713115912698 -0.039822272731066484 leaf_weight=1289.5062390669154 78.433334927391115 376.44065051197686 1131.3490495391743 134.61497033718842 651.70580167043954 388.54411599659215 416.77245126488378 leaf_count=18082 967 17444 14093 5827 3656 22526 7583 internal_value=0 0.00421681 -0.00226884 -0.0139251 0.0194752 0.00380215 -0.032623 internal_weight=0 3449 2420.86 1018.36 1028.15 523.159 495.206 internal_count=90178 53275 32175 36903 21100 28353 8550 is_linear=0 shrinkage=0.1 Tree=620 num_leaves=8 num_cat=0 split_feature=8 4 0 0 1 10 8 split_gain=26.8732 25.0308 29.6847 12.4086 11.7545 9.40398 7.75198 threshold=14.907335691510722 11.208036567932256 8.5190044412431067 7.2403249629232462 6.7811729855112457 12.285978664902375 14.698988483276553 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.048767170481685565 0.033194826506075976 0.012356741092082974 -0.0043588308836473707 -0.044586025074194145 -0.084450900279266827 0.099193819945777459 0.13767177062570898 leaf_weight=3.4774555753683662 22.656102824839763 1720.4661464379169 2774.0934422943719 165.4935188004747 58.739159093052876 2.1137383822861002 3.7365888787899166 leaf_count=229 225 13340 30495 1722 42905 1032 230 internal_value=0 0.000541777 0.00204102 -0.035094 -0.0622935 -0.0765714 0.0528049 internal_weight=0 4682.71 4494.56 188.15 68.0669 60.8529 7.21404 internal_count=90178 45782 43835 1947 44396 43937 459 is_linear=0 shrinkage=0.1 Tree=621 num_leaves=8 num_cat=0 split_feature=5 6 5 6 2 8 8 split_gain=22.2986 21.7911 37.4136 27.1664 6.38045 3.56986 3.28523 threshold=12.507091176668071 8.8735969351074147 10.259444080357182 12.684463994435214 16.395457153942075 14.67823852713458 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.021296755621455291 -0.0079840319158008387 0.022799728412823211 -0.052010281956064768 -0.085194942967546927 0.10818844586632442 -0.024085325000895375 -0.082059713000601997 leaf_weight=126.20718584134738 7.1414756083395323 413.83094141437687 153.11490786482318 23.705877334010438 2.2217474430799475 4.8248876299294352 45.214802273527312 leaf_count=7704 91 27129 38121 543 19 697 15874 internal_value=0 0.0028512 -0.0189299 0.0167676 -0.0604129 0.0258818 -0.0722947 internal_weight=0 716.859 279.322 437.537 59.4029 7.04664 52.3563 internal_count=90178 73497 45825 27672 16681 716 15965 is_linear=0 shrinkage=0.1 Tree=622 num_leaves=8 num_cat=0 split_feature=5 8 7 7 9 3 5 split_gain=12.0255 13.4263 15.5716 14.6415 12.4795 6.46863 0.855645 threshold=9.686550327785417 14.390433651313669 4.7362078189612253 7.1078477684432873 6.6521869566535052 7.3536149650030165 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.065035733569620321 0.082852739513372076 -0.020222571005842915 0.0041148249598190493 -0.093097890035266459 -0.032923593249429027 0.019029190703497862 -0.096033605613585343 leaf_weight=11.725978149333967 34.002704678685404 295.857089302448 2297.2209400005509 4.6203184743062584 3.8343348523903868 31.643628915684531 24.784392175866287 leaf_count=305 664 7127 78930 250 259 665 1978 internal_value=0 0.00221461 0.00133133 0.0599861 -0.0389349 -0.00465322 -0.0889752 internal_weight=0 2631.7 2593.08 38.623 71.9883 43.3696 28.6187 internal_count=90178 86971 86057 914 3207 970 2237 is_linear=0 shrinkage=0.1 Tree=623 num_leaves=8 num_cat=0 split_feature=8 6 5 3 7 0 5 split_gain=11.8885 21.2381 13.3708 48.73 12.9843 6.8343 6.04573 threshold=14.90142061961137 8.6934209889642187 10.89230249869629 8.3815884814088726 4.9869793454575202 8.5307851046440035 11.542277916954374 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0097908547347841848 -0.064836254347861402 0.051857331369807406 0.041830887086713363 -0.036805003965693181 0.0074076775663138757 -0.0030185661222444757 -0.018381405367305849 leaf_weight=730.30856453855813 80.371522574325354 27.097310574596122 121.34921219706303 322.84220952163741 1057.9718059858424 117.54722602314132 44.302351497972268 leaf_count=5113 18372 2510 1764 10757 24632 21927 5103 internal_value=0 -0.0185312 0.00367303 -0.00451442 0.0109822 0.0075472 -0.0486063 internal_weight=0 269.318 2232.47 1053.15 1179.32 144.645 124.674 internal_count=90178 47912 42266 15870 26396 24437 23475 is_linear=0 shrinkage=0.1 Tree=624 num_leaves=8 num_cat=0 split_feature=6 8 2 8 1 4 2 split_gain=14.2049 18.3294 30.9638 24.5963 5.06058 4.69979 4.05439 threshold=15.120249453586034 14.877113625005363 12.673578259141348 14.894551491458904 11.043759500450847 15.1337250816929 13.954027907077444 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.027662463763255381 0.032546510672810239 0.015852016018113344 -0.052981044585062677 -0.012146708588581108 0.12457751024427416 0.011781106933980257 0.21821629514091795 leaf_weight=68.533271155785769 2.2470568407843556 704.39027573500061 151.22007477338775 564.17020669926023 4.3650358605082173 12.653989042257306 2.9767057112185284 leaf_count=720 37 21958 11298 55848 45 232 40 internal_value=0 -0.001225 -0.0278198 0.00340031 0.0775589 0.0460192 0.156411 internal_weight=0 1488.31 219.753 1268.56 22.2428 17.019 5.22376 internal_count=90178 89824 12018 77806 354 277 77 is_linear=0 shrinkage=0.1 Tree=625 num_leaves=7 num_cat=0 split_feature=8 8 8 7 8 4 split_gain=30.2687 45.6782 28.271 15.9931 6.05907 5.64245 threshold=14.890626881336633 14.890362634532156 14.890157152163896 1.0000000180025095e-35 14.891696904234349 17.99326142206316 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.00073445386250338104 -0.020081187434909154 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leaf_weight=359.53399406320386 656.60473388945866 1748.4017398246051 695.67611517761543 717.14950390946433 417.5334389965119 87.584865064425685 45.119666563441569 leaf_count=5552 11476 31761 8462 8488 15927 1723 6789 internal_value=0 -0.00627512 0.0081283 0.00829548 0.0180066 -0.00651555 -0.0147491 internal_weight=0 2848.73 1055.21 1878.87 1134.68 744.19 1793.52 internal_count=90178 52564 14014 37614 24415 13199 38550 is_linear=0 shrinkage=0.1 Tree=630 num_leaves=8 num_cat=0 split_feature=5 0 0 5 0 2 8 split_gain=20.0956 22.0013 21.3211 33.1715 26.6369 11.6614 5.18425 threshold=11.467676308728125 10.674023846572569 9.0763731546614093 9.9087963333462792 11.620306599701424 14.642425702560944 14.739493989220632 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.024292574671945868 -0.024102188697056926 -0.060488929885609832 0.024914901357674189 -0.06709963499474729 -0.099879647843608324 0.025703018143809889 -0.072862001138760221 leaf_weight=74.884255047683837 31.866040703025647 19.039819377394451 388.63025754152841 82.61663571193094 16.915696237701923 71.577910086492921 78.620778675090151 leaf_count=3244 795 6161 16617 28855 286 2930 31290 internal_value=0 -0.0293917 0.00735925 -0.0237678 0.0194767 0.00713054 -0.0591413 internal_weight=0 201.105 563.047 157.501 405.546 90.6177 110.487 internal_count=90178 41176 49002 32099 16903 9091 32085 is_linear=0 shrinkage=0.1 Tree=631 num_leaves=8 num_cat=0 split_feature=9 5 3 1 9 4 0 split_gain=12.0137 33.7581 26.3722 22.2167 17.5539 13.6509 3.99674 threshold=6.9602043955360182 10.590595189609489 8.1556290402387166 8.4383057693222039 6.3439606388843899 12.794634830466943 8.5190044412431067 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=0.021101603860579909 -0.033818294030902071 -0.024935334745282253 -0.0076804844717724384 0.0062769420939198855 -0.018114067326466931 0.038340489469747274 -0.066154287521471553 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0.0170292 internal_weight=0 2480.64 2072.39 408.252 internal_count=90178 47236 31213 16023 is_linear=0 shrinkage=0.1 Tree=633 num_leaves=7 num_cat=0 split_feature=8 0 4 8 2 3 split_gain=13.8885 14.0744 21.1567 18.1066 4.43659 1.02977 threshold=14.91888241682727 7.9169065306143329 14.610235736557039 14.892420099699093 11.315548354583408 6.2423815403969032 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.0077739993508196825 0.034097646778837122 0.02457294987585612 -0.0033249341205487306 -0.061389095055184119 -0.020385801436514039 -0.085536593007475514 leaf_weight=74.002727525046794 3.4369401844451231 381.88903990930703 936.57685542043691 76.059281019493937 3.5067821786506128 24.06549058865312 leaf_count=1323 1542 16206 33228 3224 226 34429 internal_value=0 0.00145884 0.00476809 -0.0274558 -0.0651251 -0.0782539 internal_weight=0 1468.53 1318.47 150.062 31.0092 27.5723 internal_count=90178 53981 49434 4547 36197 34655 is_linear=0 shrinkage=0.1 Tree=634 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=27.2735 26.9437 39.4213 7.65105 threshold=14.891696904234349 14.512792609374946 14.601153418519075 11.046708824211221 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.010291548292335438 -0.086454990033566312 0.055853401713109353 -0.00039747943925958341 -0.092640920254872 leaf_weight=16.691189779769047 34.229934711645001 137.83102206967305 1214.1558486043068 35.668016316369176 leaf_count=1678 57852 1420 28755 473 internal_value=0 0.00262722 0.00537417 -0.0670742 internal_weight=0 1404.35 1351.99 52.3592 internal_count=90178 32326 30175 2151 is_linear=0 shrinkage=0.1 Tree=635 num_leaves=7 num_cat=0 split_feature=2 8 8 9 8 9 split_gain=22.4713 44.0712 24.7784 17.1035 12.3001 8.016 threshold=10.923627405935898 14.905998535555076 14.927118777216934 11.267337392416559 14.877113625005363 9.2238502086039382 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.084798379469907009 -0.088425501740192786 0.013786778984213348 -0.021554941903894145 0.030680691618623288 -0.057176650674868094 0.083095495324575996 leaf_weight=4.6482749772694651 78.293296827283484 585.01136930876964 298.91215632490639 13.703385479122515 3.7421848071389823 49.527094733261038 leaf_count=330 42260 18540 24044 695 183 4126 internal_value=0 -0.00506266 0.00182459 -0.0705449 0.0585304 0.0723693 internal_weight=0 975.92 883.924 91.9967 57.9176 53.2693 internal_count=90178 85539 42584 42955 4639 4309 is_linear=0 shrinkage=0.1 Tree=636 num_leaves=8 num_cat=0 split_feature=0 5 3 8 0 8 2 split_gain=15.8853 18.8972 17.5213 24.5537 18.8426 14.6188 8.82569 threshold=11.036062721795156 13.123376622609316 6.7046708222886204 14.931269829854164 8.632265447388983 14.849259031560523 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.0045156474188148095 -0.035946194928497918 -0.071249459522693542 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0.00094846645457059451 -0.021922761589408618 -0.029721842735542261 0.014855961033221052 -0.074052188420389214 leaf_weight=278.18317919857509 102.61068525216979 71.68419564148644 1268.975596287215 315.44073483739339 493.87166963126947 2062.8419290007223 117.61283265102793 leaf_count=3873 1498 1250 33902 3552 10997 23502 11604 internal_value=0 -0.0105906 -0.00318958 0.00467561 -0.0116275 0.00997069 -0.0554281 internal_weight=0 1560.88 1340.66 3150.34 772.055 2378.28 220.224 internal_count=90178 48254 35152 41924 14870 27054 13102 is_linear=0 shrinkage=0.1 Tree=639 num_leaves=8 num_cat=0 split_feature=5 4 9 1 2 4 2 split_gain=18.6628 20.1447 23.6949 6.06672 3.29775 2.93791 0.592838 threshold=12.507091176668071 18.997376887399181 8.5044958837421536 11.460622502413127 16.395457153942075 20.390660556885141 16.451576983438169 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.021998152079243275 -0.082596927774744144 -0.041948791277509112 0.01902899847315237 -0.031461751838431432 0.064862475676096848 -0.10036020036484745 -0.022795512806210668 leaf_weight=203.12845322706744 35.914861741754066 24.234183654534718 452.78696125187344 12.256203312612344 3.8630154785496407 15.215715227472172 2.7012794664005915 leaf_count=51681 11079 1306 19925 4934 332 585 336 internal_value=0 0.00209474 0.00630928 -0.0580433 -0.00593696 -0.066402 -0.0790947 internal_weight=0 695.365 655.915 54.7354 16.1192 39.4499 38.6161 internal_count=90178 73497 71606 16681 5266 1891 11415 is_linear=0 shrinkage=0.1 Tree=640 num_leaves=6 num_cat=0 split_feature=1 8 8 10 0 split_gain=11.6086 13.1201 30.8512 30.1414 0.0371399 threshold=6.3193560299700344 14.886609811404641 14.863791496742204 9.3115016994345652 8.4155987825497807 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.09270284120606781 -0.0010129599710979509 0.0042193100950739136 0.053572176618178806 -0.024466491828035456 -0.037349476915350198 leaf_weight=11.698325437100719 322.78165505151264 1736.2818072518244 151.42065475122945 463.16421981873782 2.0551450292350628 leaf_count=322 10457 39159 3186 36996 58 internal_value=0 0.00142493 0.016493 -0.00182978 -0.0875237 internal_weight=0 2673.65 474.202 2199.45 13.7535 internal_count=90178 89798 13643 76155 380 is_linear=0 shrinkage=0.1 Tree=641 num_leaves=8 num_cat=0 split_feature=0 10 1 1 9 1 1 split_gain=9.7481 38.8396 24.4015 12.2792 10.0169 14.7469 5.03565 threshold=9.1799631872983003 9.5473869801447027 9.4470915767556658 9.286776974586946 8.2036851184921407 9.3600827269711875 8.7774236765401223 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0024366421335486714 -0.00079060445910557504 0.16515674090178156 0.039797811153493408 -0.036901716214124768 0.032640863158533637 -0.016626504851674051 -0.054268603833184048 leaf_weight=1883.985240497379 23.321883765220264 18.26696190678922 86.146827317411407 81.835436774673326 79.963668282010076 242.53233625549001 71.243130399732763 leaf_count=38324 783 757 3722 3018 4768 34764 4042 internal_value=0 0.00395252 0.0630878 0.00078109 -0.0127879 -0.0043474 -0.041226 internal_weight=0 2070.23 104.414 1965.82 417.061 322.496 94.565 internal_count=90178 45821 4479 41342 44357 39532 4825 is_linear=0 shrinkage=0.1 Tree=642 num_leaves=8 num_cat=0 split_feature=6 0 7 2 1 9 6 split_gain=13.4863 20.9435 18.31 17.5085 14.8004 10.3579 9.63867 threshold=6.8788941041374283 8.4504249426996729 6.0492701302706271 13.129790129782949 7.7959439481576203 11.917632123364987 5.2808713649943622 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.033902553013293146 0.029802976379076997 0.027562212878561226 -0.0048999474580292881 -0.047882646074990348 0.046442547891218419 -0.045877857596999229 -0.045658806495239561 leaf_weight=22.77085110436019 34.692209857836133 216.87371507576427 857.09229574532128 159.56618381875523 147.28576778646311 12.44853460008744 41.734591571439523 leaf_count=497 563 11962 52554 16695 5757 128 2022 internal_value=0 -0.00380084 0.00167491 -0.0339273 0.0227511 0.0390071 -0.0174843 internal_weight=0 1268.22 1073.97 194.258 224.24 159.734 64.5054 internal_count=90178 81774 64516 17258 8404 5885 2519 is_linear=0 shrinkage=0.1 Tree=643 num_leaves=8 num_cat=0 split_feature=4 5 7 8 7 1 8 split_gain=25.8424 29.5476 25.0558 24.6327 15.7035 13.3491 7.83596 threshold=16.913760297453241 13.635837220905737 3.5270361845031446 14.891696904234349 6.306116281902808 9.1097524012947311 14.89000377268126 decision_type=2 2 2 2 2 2 2 left_child=2 4 5 -4 -2 -1 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.019081149835366087 -0.084524743538713532 0.096185327026809708 0.014090806112571894 -0.08547900467798597 -0.02379607503722183 -0.10482551012147918 -0.045004456050567479 leaf_weight=67.563986531229602 52.954847884802803 22.124536346644167 1025.2852562095213 24.476952714369872 209.2625785989876 24.149785561256067 4.1173080131702582 leaf_count=2171 2799 146 24448 43355 13354 1143 2762 internal_value=0 -0.0261522 0.0072989 0.01169 -0.0363348 -0.0425462 0.073194 internal_weight=0 288.459 1141.48 1049.76 262.217 91.7138 26.2418 internal_count=90178 19061 71117 67803 16153 3314 2908 is_linear=0 shrinkage=0.1 Tree=644 num_leaves=8 num_cat=0 split_feature=7 2 8 5 0 8 7 split_gain=22.0896 22.3519 42.5107 12.7276 10.0923 9.05112 1.13526 threshold=5.4661887287676034 13.796726205957029 14.918440503101598 14.97309612268935 10.138641351074432 14.923162855091427 5.3058580838623133 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0091467902475487906 0.03575180192328941 -0.048890120299019957 0.007873934145780255 -0.09185455410979991 -0.10840186047608423 -0.081494366349763744 -0.037787887264759935 leaf_weight=29.943680915936056 208.40781537066505 171.45398312361795 560.6531398459083 7.1831883211852974 23.93081377174531 16.270889895346045 4.0625342583989541 leaf_count=9348 12598 36530 24127 226 1035 6214 100 internal_value=0 0.00287359 -0.00546834 0.0310957 -0.0534291 -0.0238156 -0.0998108 internal_weight=0 947.698 732.107 215.591 74.2079 46.2146 27.9933 internal_count=90178 73481 60657 12824 16697 15562 1135 is_linear=0 shrinkage=0.1 Tree=645 num_leaves=8 num_cat=0 split_feature=3 6 8 5 5 8 10 split_gain=13.8849 26.7676 22.8088 65.3425 28.1296 18.5096 15.8502 threshold=9.7613439623177971 6.6852142513537247 14.910527555780067 11.169528824797895 11.149205802885611 14.892420099699093 9.5362732445036702 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.01871656877427097 -0.0044248761025199347 0.052011025046298245 -0.011548435702974204 -0.068580970964658886 0.0095902527721712511 0.13659563791317531 0.0018497392369926466 leaf_weight=161.77606435353664 13.804969288263235 70.162466253503226 1145.3645461534034 180.61384259190527 1395.2672841770109 27.185400497633964 549.51149728292512 leaf_count=14767 269 1690 15576 19753 16678 175 21270 internal_value=0 0.0128525 -0.00320969 -0.0273993 5.97407e-05 0.0901276 0.00760389 internal_weight=0 660.664 2883.02 342.39 2540.63 40.9904 619.674 internal_count=90178 23404 66774 34520 32254 444 22960 is_linear=0 shrinkage=0.1 Tree=646 num_leaves=8 num_cat=0 split_feature=5 0 8 8 0 2 2 split_gain=19.8554 32.14 29.8576 20.1302 29.4011 17.4391 11.1887 threshold=10.649841384222166 8.3451491477880904 14.931439438905384 14.928789002129244 7.6292039315387203 13.62099497007585 14.359518479786596 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.010790907617340969 0.027060634466055073 -0.0094975426932583096 0.0117518373992671 -0.015084219178981235 0.033237024740990932 -0.027767477409986988 -0.024129338018284555 leaf_weight=177.96626770252624 62.992183910268068 1310.446649935544 1332.7315866909921 164.2655685399659 531.48735504830256 640.18663386584376 187.46237841114453 leaf_count=5145 773 50874 7931 873 3953 9288 11341 internal_value=0 -0.0038401 0.00121712 0.0118521 0.0218232 -0.0228244 -0.0071399 internal_weight=0 3346.36 2643.18 1061.18 695.753 703.179 365.429 internal_count=90178 68866 58805 21312 4826 10061 16486 is_linear=0 shrinkage=0.1 Tree=647 num_leaves=8 num_cat=0 split_feature=8 0 9 9 3 2 10 split_gain=22.9831 34.7938 36.5126 33.7504 76.9144 26.3878 16.6333 threshold=14.926295702715089 8.9880901250873055 7.8297248872464547 7.9754643759947976 8.2861796624838977 13.585296496002817 9.4461069696651929 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.035666081846165182 -0.030508000378774155 -0.055399845797150474 -0.0039727139843116245 0.12180131230252821 -0.0096914416597377803 0.012750453371979506 0.012780506192676561 leaf_weight=509.9527910103352 149.34915990219451 155.58714284305461 1168.3555625099398 51.557179454975994 288.86726791830552 2284.2295851849485 81.76195987049141 leaf_count=24132 1134 988 8659 2214 36789 14411 1851 internal_value=0 0.00298799 -0.0100536 -0.0145462 0.0105215 0.0100842 -0.0289616 internal_weight=0 3757.52 1323.94 932.139 340.424 2433.58 591.715 internal_count=90178 25192 9647 64986 39003 15545 25983 is_linear=0 shrinkage=0.1 Tree=648 num_leaves=7 num_cat=0 split_feature=8 6 6 9 2 9 split_gain=19.4034 32.7566 27.9867 11.4809 8.65727 2.35025 threshold=14.755543580320479 7.619934623680293 12.453466041813241 5.9991806917619623 8.0459400115095168 8.856342864875355 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.096924937044213122 -0.069007612995185555 0.00091699961507630537 -0.10779007150014948 -0.1003765639441586 0.029125999579568764 -0.12139931310517071 leaf_weight=6.8786133016401427 27.212555158797841 444.0107217991881 24.016452453273814 4.3294643224216989 217.74100603780244 18.742620497516327 leaf_count=146 16323 62105 4479 57 5853 1215 internal_value=0 -0.0128783 -0.00487914 0.0220591 0.0261626 -0.0925057 internal_weight=0 513.982 468.027 228.949 222.07 45.9552 internal_count=90178 84122 66584 6056 5910 17538 is_linear=0 shrinkage=0.1 Tree=649 num_leaves=8 num_cat=0 split_feature=7 8 7 0 5 10 2 split_gain=10.8931 15.9289 17.2588 15.1216 1.11818 2.00266 0.837204 threshold=1.0000000180025095e-35 14.390433651313669 7.1078477684432873 7.3262118193312773 9.6383445967260339 7.327044472037362 14.067724787576395 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.07299750833560946 0.097754266611735821 0.044225756887524975 -0.091811409984391634 -0.00070245282873609982 -0.040372017744232998 0.01556253469037054 -0.083342128126299223 leaf_weight=3.2822724956058646 29.061572502949275 76.18843438696058 4.8970776930655111 2540.9920360853012 11.897754841607822 5.6497520951706974 13.197076510403347 leaf_count=162 632 1167 332 86360 501 362 662 internal_value=0 0.00151776 0.0685732 0.000621839 -0.0546161 -0.0210539 -0.0652973 internal_weight=0 2651.14 33.9587 2617.18 34.0269 8.93202 25.0948 internal_count=90178 88491 964 87527 1687 524 1163 is_linear=0 shrinkage=0.1 Tree=650 num_leaves=8 num_cat=0 split_feature=8 8 8 2 0 0 9 split_gain=10.8582 19.4785 16.4994 11.8032 25.7187 15.4329 5.98997 threshold=14.67823852713458 14.601153418519075 14.572237689267261 14.113963094882388 11.413072302157209 10.122907638419596 9.0350808528228814 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.027906369271808097 -0.025900016582729168 0.089388791318932029 -0.044527098611752663 0.0032243997224476761 0.19017500518392416 -0.044513057899301975 -0.044714819708525588 leaf_weight=101.36607755545992 249.58080869579499 42.894570033677155 44.405516285056365 1970.8251286005088 4.6424561479680042 69.131478672687535 3.0139391222619443 leaf_count=2506 17262 537 1065 54623 3224 10433 528 internal_value=0 0.0237652 0.00568836 -0.000950168 -0.0212245 0.00158562 0.0798192 internal_weight=0 191.68 145.772 2294.18 254.223 2039.96 45.9085 internal_count=90178 4636 3571 85542 20486 65056 1065 is_linear=0 shrinkage=0.1 Tree=651 num_leaves=8 num_cat=0 split_feature=4 6 4 2 5 1 2 split_gain=12.0652 18.6458 17.2308 25.873 9.17913 8.91071 5.90658 threshold=13.675511442095459 9.9399606852453637 18.047209858009079 15.142906286255085 13.635837220905737 7.7959439481576203 13.370736507846329 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.025402032496824302 -0.0036459608210880207 0.019174222199525359 0.025930943618788584 -0.049166542893217743 -0.032296823421106881 0.017050907819038712 0.10241639073962008 leaf_weight=62.538756403548177 763.29515262879249 12.605983390509207 215.48626895657435 148.32899905454815 30.07718585731709 222.51779515794988 29.317471263510015 leaf_count=3089 41979 254 6101 21944 1311 14046 1454 internal_value=0 0.0169616 -0.00476484 -0.0110983 0.018697 0.00768089 0.0784161 internal_weight=0 326.98 1157.19 911.624 245.563 285.057 41.9235 internal_count=90178 18843 71335 63923 7412 17135 1708 is_linear=0 shrinkage=0.1 Tree=652 num_leaves=8 num_cat=0 split_feature=3 5 4 7 7 2 1 split_gain=25.0186 22.4865 22.9579 15.4995 13.9297 12.6506 9.21813 threshold=8.5876976612772236 11.811138932055806 17.123788765926573 5.3896825782415902 3.8157480877757179 13.129790129782949 9.2562146212169285 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0076561753028407675 -0.015372562077675914 -0.050265318652385073 -0.076527787765654665 0.013480911259782503 -0.035031381229734031 0.02824135028551546 -0.10554088445922161 leaf_weight=67.021295602058672 384.49000859507623 41.505727479292545 72.251393055641529 371.71168177663276 33.203621480841321 439.60766411386066 10.272556751802766 leaf_count=2186 27785 1380 5617 24122 1048 27712 328 internal_value=0 -0.00992447 -0.0251927 0.00697201 0.017301 0.0237334 -0.0218472 internal_weight=0 869.959 456.741 413.217 550.105 472.811 77.2939 internal_count=90178 58904 33402 25502 31274 28760 2514 is_linear=0 shrinkage=0.1 Tree=653 num_leaves=8 num_cat=0 split_feature=9 0 7 10 7 4 4 split_gain=19.8965 41.0697 21.0829 12.2318 5.02581 4.534 2.22211 threshold=8.1013735160171425 8.9000105172020767 5.4401670866190317 10.42020692733303 9.7461834386484885 15.90244113649201 15.507547855686127 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.044064003961500765 0.14422886881918992 -0.061862479872516675 0.0028844859744953121 -0.044691844072365844 0.064414960400265744 -0.061945580272434547 -0.086006857905856035 leaf_weight=32.656382751501951 24.521106231608432 52.396285863411322 863.86911251540369 3.4882394173109779 5.8218359855600266 3.8917584775881551 25.732243594575266 leaf_count=29454 811 3811 39618 117 350 451 15566 internal_value=0 0.00282645 -0.00088145 0.119971 -0.0527593 0.012732 -0.0636854 internal_weight=0 944.275 916.265 28.0093 68.1022 9.71359 58.3886 internal_count=90178 44357 43429 928 45821 801 45020 is_linear=0 shrinkage=0.1 Tree=654 num_leaves=8 num_cat=0 split_feature=7 3 8 8 8 8 1 split_gain=14.1386 17.6387 50.7178 27.6212 13.0623 14.9396 6.86159 threshold=3.5270361845031446 7.8586657796468371 14.91888241682727 14.930513278377072 14.647819763413478 14.926590534404822 6.3193560299700344 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.024961348146546131 -0.06270495824019337 -0.0012092455993179914 0.030960125781992975 -0.029837399828389562 0.059899681807223673 0.0058921753258280333 -0.059213700383349548 leaf_weight=14.488204991910605 67.517418126706616 2455.167295779931 370.19528487278149 389.66089731815737 101.39463172841351 102.96605385653675 25.682827064709272 leaf_count=118 3375 66034 3230 13755 1743 868 1055 internal_value=0 -0.00226297 0.0164022 -0.0051396 0.0226146 0.0328495 -0.028986 internal_weight=0 3282.54 437.713 2844.83 244.532 204.361 40.171 internal_count=90178 86394 6605 79789 3784 2611 1173 is_linear=0 shrinkage=0.1 Tree=655 num_leaves=8 num_cat=0 split_feature=5 8 3 8 0 2 2 split_gain=20.5763 27.9166 26.6212 41.5019 26.2307 21.7701 10.325 threshold=11.575966217423966 14.936789616334687 8.5876976612772236 14.931609817309598 9.406373448799469 14.63365844212163 16.254310665696174 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=-0.012572238963876856 -0.026724819213818155 0.047469615121887784 0.036719227578260231 0.019667370795274766 0.0021339948909581507 0.0072085764864040155 -0.052364511539053672 leaf_weight=1282.7855947993194 719.3176927179793 101.96001590369269 371.01261790755598 578.55519960960373 559.43093905199385 764.09362383577536 10.692464215680955 leaf_count=20145 13345 530 7879 3852 23679 20676 72 internal_value=0 -0.009896 0.00481527 -0.00254611 -0.0141078 0.016878 0.0376164 internal_weight=0 1391.4 2996.45 1861.34 1278.75 1135.11 112.652 internal_count=90178 37626 52552 23997 37024 28555 602 is_linear=0 shrinkage=0.1 Tree=656 num_leaves=8 num_cat=0 split_feature=7 10 1 1 4 10 8 split_gain=22.4821 23.9127 59.6736 55.3932 7.62899 5.94652 3.71362 threshold=9.699684675872172 9.662511961418625 9.5645289732237178 9.6660008048806585 18.35684664861796 12.997582693827427 14.929221475802182 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.00078498907662613636 -0.0776487515884971 0.05892027679756312 -0.076833383588331028 0.0022655459157659686 -0.013605186955995208 0.1221675451443015 -0.037430080491163115 leaf_weight=3381.7967297621071 40.243501594099143 217.50557636303347 105.42967595329901 821.46210304486522 36.254347187545136 2.5318244789377777 60.867091119260294 leaf_count=51116 10618 2441 2420 20281 1898 237 1167 internal_value=0 0.000862548 -0.00310554 0.0141713 -0.0396998 -0.00189458 -0.0540414 internal_weight=0 4526.19 3487.23 1038.97 139.897 38.7862 101.111 internal_count=90178 76258 53536 22722 13920 2135 11785 is_linear=0 shrinkage=0.1 Tree=657 num_leaves=6 num_cat=0 split_feature=8 8 6 2 3 split_gain=18.4374 21.4105 25.15 9.2109 2.60678 threshold=14.937791608657685 14.771689466117605 7.619934623680293 8.0459400115095168 8.9535541855830072 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.096440620756039638 -0.0062562326129789658 -0.089348824661956525 -0.0094534818780971728 0.02352982779408621 0.10546819340927048 leaf_weight=5.6143075458239755 2.243473428789005 42.309975126040626 440.76591695845036 227.1262354372011 16.788592683384195 leaf_count=109 419 17361 65344 6302 643 internal_value=0 -0.00462606 -0.0166212 0.0202356 0.0926434 internal_weight=0 715.816 483.076 232.741 19.0321 internal_count=90178 89116 82705 6411 1062 is_linear=0 shrinkage=0.1 Tree=658 num_leaves=6 num_cat=0 split_feature=8 5 9 3 5 split_gain=10.6633 11.476 14.6846 11.5861 0.238607 threshold=14.923390718400364 13.635837220905737 8.9004620830435499 10.170164522753945 10.367456900581763 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0020449886208582127 -0.026198645591395616 0.09199121419692205 -0.035397863638650183 -0.023462050577387192 -0.083120091244269251 leaf_weight=2520.9204053789817 2.0092043080271678 25.835013818279549 108.28188908584252 12.346747485416016 14.077475965807478 leaf_count=38078 3661 532 19027 3444 25436 internal_value=0 0.00129082 0.000490059 0.0550114 -0.07796 internal_weight=0 2667.38 2629.2 38.1818 16.0867 internal_count=90178 61081 57105 3976 29097 is_linear=0 shrinkage=0.1 Tree=659 num_leaves=8 num_cat=0 split_feature=2 3 5 2 3 6 5 split_gain=9.2916 15.3771 28.1216 12.0787 10.4494 11.7272 3.73159 threshold=14.906817114705566 8.5635997518708642 11.251250920261416 13.421484039872562 10.482534587742423 9.4253172311292541 14.097259372530507 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.036069436471421634 0.0040253528569411364 -0.047997278021785189 0.0011342686926123916 0.0064450223354505206 -0.078606983130322869 0.030057504867607266 0.032900507975891835 leaf_weight=71.373996473766056 815.67584592881894 194.60147281534319 287.95829014909305 871.74098555756791 17.260323917022564 218.79609433034466 3.0122958712454411 leaf_count=2395 24888 8474 20296 18559 3848 10952 766 internal_value=0 -0.00423799 -0.0187373 0.00319277 0.00813696 0.009555 -0.0612704 internal_weight=0 1425.67 482.56 943.115 1054.74 1034.47 20.2726 internal_count=90178 49724 28770 20954 40454 35840 4614 is_linear=0 shrinkage=0.1 Tree=660 num_leaves=8 num_cat=0 split_feature=8 2 8 7 0 4 0 split_gain=14.8897 24.5006 15.2755 19.0286 17.6237 2.52041 2.49543 threshold=14.720838954779337 8.0459400115095168 14.897163769351938 4.2693660640857081 8.4504249426996729 13.539372166979762 12.414759514558826 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=0.07264697618555381 0.047788473558247065 -0.092898222656689636 -0.057919673399688378 0.003759938946848361 -0.0045071751367528959 -0.004019676037800228 0.014119410626315977 leaf_weight=12.058988705277445 109.44898452238704 41.802750441005628 74.295517065269451 884.43250002535206 345.18422190608089 6.2346467822790137 2.0373709971318013 leaf_count=78 1641 5218 16317 30309 36565 25 25 internal_value=0 -0.0477367 0.00189906 0.00865164 -0.0140825 0.0476642 -0.0877208 internal_weight=0 62.1338 1413.36 993.881 419.48 18.2936 43.8401 internal_count=90178 5346 84832 31950 52882 103 5243 is_linear=0 shrinkage=0.1 Tree=661 num_leaves=7 num_cat=0 split_feature=3 8 8 5 9 4 split_gain=23.9617 23.8646 26.5093 21.9471 14.9957 9.7663 threshold=9.9174808637034921 14.891696904234349 14.889955778994116 13.635837220905737 10.774259555737961 13.10124960655701 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=-0.0016203749258841983 -0.069348160839874093 -0.085790614236518348 0.03131306731300245 -0.11574333315359997 0.0041740079086824795 0.060725949548215669 leaf_weight=870.26185582655307 106.12778252637872 26.982325038125964 338.81538390832429 2.5924800590364638 37.288525390950781 27.630736602465731 leaf_count=10016 12357 43833 15410 104 3015 5443 internal_value=0 0.00551976 0.0076267 -0.03405 -0.0503357 0.0423666 internal_weight=0 1236.06 1209.08 173.64 143.416 30.2232 internal_count=90178 69259 25426 20919 15372 5547 is_linear=0 shrinkage=0.1 Tree=662 num_leaves=8 num_cat=0 split_feature=4 3 0 7 8 2 8 split_gain=19.8981 20.128 22.2412 4.53703 4.81631 4.28527 0.475395 threshold=20.959836909431807 8.8993085308512256 9.7267231944542853 10.774987046665135 14.91978493757968 13.931331739164568 14.930325961634539 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.012214480370108237 -0.12935179521218523 0.031048066622890638 -0.0040911342179969518 -0.10756670266012545 0.0018471262809348515 -0.063709429715297722 -0.042650693045169601 leaf_weight=24.103017997220377 11.899314378129931 247.69588324505821 652.62071096406544 5.4953182122408171 10.483939911675405 51.741491756813048 2.0135199685573744 leaf_count=6787 385 19718 25519 129 104 37449 87 internal_value=0 0.001413 0.00560011 -0.0801029 -0.0398997 -0.0477165 -0.120505 internal_weight=0 976.161 900.317 29.8921 15.9793 75.8445 13.9128 internal_count=90178 89473 45237 705 233 44236 472 is_linear=0 shrinkage=0.1 Tree=663 num_leaves=8 num_cat=0 split_feature=6 5 9 7 2 10 10 split_gain=13.1064 15.3711 14.5468 12.691 10.6902 7.37088 5.6166 threshold=13.564787983629468 14.97309612268935 7.6406721245370868 10.632668222387311 15.330254341691219 10.87578880884014 13.511210863355318 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.0050221203024436037 0.10945304928404494 0.09189315938847184 -0.0081322183422723512 0.08662652306169201 -0.00088839659348411207 -0.016657144102269414 -0.018194172654750193 leaf_weight=1531.5679699959001 24.524554170668129 28.69696135254344 1861.2748800953705 7.7861829849425694 21.310782840941101 31.412667119177058 3.6835054927505544 leaf_count=33362 472 314 54540 125 192 1135 38 internal_value=0 -0.00137595 -0.00219447 0.0428282 0.0531121 0.00550299 0.0927322 internal_weight=0 3442.85 3392.84 67.4069 50.0077 39.1989 28.2081 internal_count=90178 88408 87902 1770 506 1260 510 is_linear=0 shrinkage=0.1 Tree=664 num_leaves=6 num_cat=0 split_feature=8 5 0 1 0 split_gain=19.1991 17.9591 26.6326 24.0852 3.42296 threshold=14.914060284370994 10.77232977886845 8.3340002156245507 8.9106285163228254 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.086055471747614076 0.0047140513389432965 -0.023273392634704064 0.00094769210048732059 0.042260081787253989 0.031682187909720522 leaf_weight=28.819606661276342 1082.6950442470261 553.39812560426071 2505.6421549382758 201.94416784417263 2.1928467457182697 leaf_count=47188 7411 4980 27628 2568 403 internal_value=0 0.000726827 -0.00344022 0.0106445 -0.0770008 internal_weight=0 4343.68 3059.04 1284.64 31.0125 internal_count=90178 42587 32608 9979 47591 is_linear=0 shrinkage=0.1 Tree=665 num_leaves=8 num_cat=0 split_feature=8 0 6 8 5 10 8 split_gain=22.0756 20.9265 33.4008 19.1112 11.2886 8.87295 2.49444 threshold=14.907335691510722 7.3262118193312773 6.3054769937569635 14.93223109337964 13.392789936838307 6.4024571332175748 14.89000377268126 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.040058870359361037 0.059863058803969471 -0.04260577663144291 0.0011803095181974399 -0.057696386133129454 0.0068637324541067773 -0.085582133461841445 0.1379870551378031 leaf_weight=5.7206167896802063 95.402525338111445 180.57332373803365 4297.6469537825833 15.327124986797569 3.0059255100641158 50.653670464321294 2.0200397589142085 leaf_count=249 712 1893 43029 148 472 42856 819 internal_value=0 0.00047203 -0.000594375 0.0432198 -0.0594098 -0.0723566 0.073718 internal_weight=0 4588.95 4478.22 110.73 61.4003 56.3743 5.02597 internal_count=90178 45782 44922 860 44396 43105 1291 is_linear=0 shrinkage=0.1 Tree=666 num_leaves=8 num_cat=0 split_feature=5 6 7 1 0 8 8 split_gain=18.4347 30.6739 20.7788 21.1777 17.7861 15.85 13.6766 threshold=10.729244079221766 9.7312057715141389 6.2137545184446052 11.460622502413127 10.311527917785876 14.828882741269299 14.877113625005363 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.0017854070894265184 -0.011846464485697582 -0.031476202035930281 0.042574594668455701 -0.077534170469723121 0.029904294833542469 -0.072607671900382906 -0.072576395407240799 leaf_weight=98.772649509061011 73.186254695843672 71.137092267381377 196.5477923688486 14.950383294315541 135.77823760552928 104.43666450231285 31.974735430969304 leaf_count=2535 1989 9372 11971 331 11718 43302 8960 internal_value=0 -0.0174164 0.0144467 0.0337594 0.0087519 -0.0477786 -0.0168129 internal_weight=0 384.538 342.246 211.498 206.915 177.623 130.747 internal_count=90178 66381 23797 12302 21090 45291 11495 is_linear=0 shrinkage=0.1 Tree=667 num_leaves=8 num_cat=0 split_feature=7 9 3 8 5 9 8 split_gain=10.7917 17.9788 19.2866 13.2737 12.5869 16.1707 13.952 threshold=6.0492701302706271 7.6529449269498793 9.3671547984764949 14.626033213993869 12.378564886830366 7.2527768329109046 14.739493989220632 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.001420390959140147 -0.074263819719354751 -0.020451893309810745 0.015810743641951171 0.01549814162158108 0.10241504761136846 -0.029680670054901038 -0.0049286846152496629 leaf_weight=687.74203247688638 15.774648088961838 406.22226608116216 228.33153028576089 1002.0233035671954 20.559299518819898 286.02620137906888 27.422504290076176 leaf_count=11849 197 19752 26683 17426 184 12525 1562 internal_value=0 0.00580438 -0.00739916 0.0140354 -0.00726424 -0.00974325 0.0422179 internal_weight=0 1652.35 634.554 1017.8 1021.75 973.768 47.9818 internal_count=90178 64058 46435 17623 26120 24374 1746 is_linear=0 shrinkage=0.1 Tree=668 num_leaves=8 num_cat=0 split_feature=8 6 3 6 2 3 10 split_gain=11.2583 16.8157 8.88296 19.0958 11.8524 5.71632 4.40664 threshold=14.90142061961137 8.6934209889642187 9.0995930011054131 9.211163613968095 13.8220490143545 10.032417586687368 7.8040919013243384 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.021239428621062654 -0.10717772515985494 0.010457494835297882 -0.032481930543767107 0.011643652211257328 0.0087167364500450161 -0.062691092294672499 -0.03920106043319152 leaf_weight=142.44016603114869 9.9555098816783794 134.25996072606836 193.53417107064161 197.01029697397462 1673.7872297020513 10.604297937062709 111.45092855529992 leaf_count=2627 2072 12631 8118 10613 20908 11806 21403 internal_value=0 -0.0183162 0.00341467 -0.0102499 0.00635699 0.00470982 -0.0456053 internal_weight=0 266.271 2206.77 390.544 1816.23 144.864 121.406 internal_count=90178 47912 42266 18731 23535 24437 23475 is_linear=0 shrinkage=0.1 Tree=669 num_leaves=8 num_cat=0 split_feature=8 2 4 0 1 5 0 split_gain=13.076 21.6832 15.0269 18.1643 12.4158 7.22852 2.42654 threshold=14.720838954779337 8.0459400115095168 12.624535423287986 8.8547259212940403 7.7959439481576203 13.438090200498062 12.414759514558826 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.0018342537875863628 -0.01926161907309823 -0.092006865495526058 -0.021650917076615796 0.0053349886027603023 0.043198984839401058 0.1266498077682936 0.013749715889370573 leaf_weight=12.632508255541326 40.783528564836161 38.304946844065853 346.65852973425172 881.87116117845471 136.32331422827338 5.6791616082191458 2.0403755021980023 leaf_count=79 1767 5218 28552 48027 6486 24 25 internal_value=0 -0.0461574 0.00164249 -0.00229113 0.0287884 0.0425084 -0.0864553 internal_weight=0 58.657 1405.64 1228.53 177.107 18.3117 40.3453 internal_count=90178 5346 84832 76579 8253 103 5243 is_linear=0 shrinkage=0.1 Tree=670 num_leaves=8 num_cat=0 split_feature=3 5 0 1 6 3 0 split_gain=21.2164 26.5918 24.98 13.2727 11.4101 7.04085 2.78425 threshold=8.3815884814088726 10.111854075392726 8.5770687952932665 7.1050213556819095 4.9317471713750249 7.2820048901685555 8.6001502126960201 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.01359218108575448 -0.045575576773139566 -0.039778558080988728 0.0036257401284661376 -0.082299825266398952 0.027853091983458769 -0.082403903114506918 -0.10439855727111069 leaf_weight=12.614107535275254 14.942619189416289 158.27327208015595 790.86087619691716 8.7037758821352309 368.47085659157165 17.455971787823728 26.350531270710235 leaf_count=559 834 11452 51402 377 21122 696 3736 internal_value=0 -0.00710746 -0.00364641 0.0199794 0.0251003 -0.0429931 -0.0846934 internal_weight=0 990.427 949.134 407.245 377.175 30.0701 41.2932 internal_count=90178 67424 62854 22754 21499 1255 4570 is_linear=0 shrinkage=0.1 Tree=671 num_leaves=8 num_cat=0 split_feature=5 2 8 8 8 8 0 split_gain=19.0285 19.7371 36.2001 9.94012 2.66267 3.87081 0.776864 threshold=10.942658813902769 12.168866103756347 14.913185407320695 14.877113625005363 14.92225403204545 14.911370549600658 8.3216657935866483 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.075832503097346571 -0.083763644376764174 -0.057289938369158536 0.0054394693023338096 0.060245681058879265 -0.026432590436177312 -0.009416348231212894 -0.092869418776069523 leaf_weight=14.731104547887297 4.27847730211215 103.47423029780475 769.28296248147853 70.812410614031251 3.0257322854231488 20.594369179903879 18.132217849466542 leaf_count=17506 206 26837 26220 6018 5261 3361 4769 internal_value=0 0.00220146 -0.00205479 0.0510474 -0.0570508 -0.0384377 -0.0849902 internal_weight=0 947.848 872.757 75.0909 56.4834 35.3255 21.158 internal_count=90178 59281 53057 6224 30897 20867 10030 is_linear=0 shrinkage=0.1 Tree=672 num_leaves=8 num_cat=0 split_feature=4 4 3 6 10 9 3 split_gain=12.9166 20.1374 26.0037 23.7141 8.86636 13.3056 8.71256 threshold=17.04402889909527 14.041385669233295 8.7619205480573417 6.3752834714674353 13.968651880388778 9.65909259506798 11.243848622259465 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0036323453744116305 0.017901774820502044 0.040049555375555108 0.030611315813075253 -0.012985188712380163 0.19376503897111269 -0.011130382563771976 0.030661339094601461 leaf_weight=679.95646777779621 536.4940746051434 87.931661427268409 327.9519488016449 1635.7131464954218 4.0759638937888658 222.71308498100552 10.618182862293905 leaf_count=14018 10523 1321 9073 48470 44 6569 160 internal_value=0 -0.00369441 0.00752911 -0.010258 0.0109328 0.00938177 0.0853677 internal_weight=0 2731.55 1007.91 1723.64 773.901 759.207 14.6941 internal_count=90178 72882 23091 49791 17296 17092 204 is_linear=0 shrinkage=0.1 Tree=673 num_leaves=8 num_cat=0 split_feature=10 3 8 9 9 8 4 split_gain=22.9665 27.7659 30.874 18.4311 15.6448 15.0354 13.4183 threshold=9.7995292039055872 8.6542180326630582 14.930513278377072 8.2036851184921407 7.7275781763421678 14.927118777216934 18.495626961458719 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=-0.01540261807556389 -0.05444837975973791 0.0052331242634267774 0.007580249343830091 -0.044963954653435001 0.027309567303293689 -0.00065455540269790272 0.062703867676404387 leaf_weight=1091.7578127901124 144.14894981513862 718.58841289950578 1255.76196806808 90.252423864380035 580.05703279992849 476.51583216682775 9.6648667225927039 leaf_count=23753 1920 11083 7964 24497 16510 4313 138 internal_value=0 0.00338053 -0.00311037 -0.0161451 0.0151073 -0.00777717 -0.0467297 internal_weight=0 3646.17 2347.52 720.582 1298.65 566.768 153.814 internal_count=90178 59310 31717 30868 27593 28810 2058 is_linear=0 shrinkage=0.1 Tree=674 num_leaves=8 num_cat=0 split_feature=7 8 4 8 10 10 4 split_gain=21.0993 23.0279 22.7461 25.2455 22.713 16.3376 5.7673 threshold=6.9010169257307146 14.927628583228445 16.913760297453241 14.933247009824294 10.035832483882487 12.083006365719474 18.665636714938604 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.011215591845707302 -0.032933163898660203 -0.0089762765723708452 -0.014489517230756225 -0.016565181779736503 0.027498968161195805 0.1035549598567533 -0.049100498129284263 leaf_weight=2371.7593712999733 403.27430923336487 968.84576907938754 244.21897116123 378.51350973168155 206.19559237273643 8.014925272391336 59.49720817524576 leaf_count=35457 35612 6214 3489 2567 2762 3088 989 internal_value=0 -0.00969453 0.00451774 0.00738756 -0.00255768 -0.0300287 -0.0214086 internal_weight=0 1586.33 3053.99 2750.27 1175.04 411.289 303.716 internal_count=90178 47676 42502 38024 8976 38700 4478 is_linear=0 shrinkage=0.1 Tree=675 num_leaves=8 num_cat=0 split_feature=8 8 6 2 3 5 5 split_gain=17.0704 18.3593 18.6952 15.1737 6.03583 1.67147 1.27108 threshold=14.93407354073973 14.887810450428484 11.562143984117421 14.099040754475061 9.0474640563086428 11.324260268328155 11.864114228189766 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.023035209775560398 0.024917542351043168 -0.01649776197707167 -0.10219031876073553 0.021099822532718651 0.092886470504436991 -0.068306719060461929 0.01963790464650858 leaf_weight=108.20337917328288 3.1205795004461825 274.64332662217021 27.149075378349153 271.17743859899929 24.258362796659643 2.7918455802118842 3.2987523973097259 leaf_count=3200 796 65003 7060 11021 837 1772 489 internal_value=0 -0.00615194 -0.0245187 0.00848458 0.0659784 -0.0226163 0.0851129 internal_weight=0 681.173 301.792 379.381 33.4695 5.91243 27.5571 internal_count=90178 86284 72063 14221 3894 2568 1326 is_linear=0 shrinkage=0.1 Tree=676 num_leaves=5 num_cat=0 split_feature=1 9 1 3 split_gain=10.8623 11.4345 21.3451 15.277 threshold=6.3193560299700344 6.6705231022053164 7.6952505416976464 8.0527908182990515 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.087095969508345056 0.0016650279820824361 -0.049243604978680355 0.00017528661717049917 0.03816412891891232 leaf_weight=12.996218165003482 315.84584810530214 90.255946700544882 2068.3389090193114 179.13418730672856 leaf_count=380 4376 1496 80760 3166 internal_value=0 0.00123228 -0.00191288 0.0149244 internal_weight=0 2653.57 2158.59 494.98 internal_count=90178 89798 82256 7542 is_linear=0 shrinkage=0.1 Tree=677 num_leaves=8 num_cat=0 split_feature=8 8 8 0 10 5 3 split_gain=11.1995 15.8756 15.6033 10.4369 43.7779 12.6779 8.43903 threshold=14.67823852713458 14.601153418519075 14.572237689267261 9.0320759176295606 9.3115016994345652 10.77232977886845 9.0077009019155181 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.029743105653742281 -0.0019966812721910073 0.10050073552921149 -0.041732685713444316 -0.077898240618907266 0.054583005573627268 -0.0098416225180023229 0.00071402059425552825 leaf_weight=99.628277367708506 1666.836198744968 33.416742421220988 42.877991919143824 28.248500737330687 147.96902484905013 436.36551083872973 11.26306169759482 leaf_count=2506 33656 309 1065 7761 6010 38115 756 internal_value=0 0.0246007 0.00809617 -0.000781327 0.00264403 -0.0141379 0.0759124 internal_weight=0 187.186 142.506 2279.42 1814.81 464.614 44.6798 internal_count=90178 4636 3571 85542 39666 45876 1065 is_linear=0 shrinkage=0.1 Tree=678 num_leaves=8 num_cat=0 split_feature=8 8 3 3 3 0 7 split_gain=11.5067 12.0627 25.9799 23.4221 3.94347 2.04031 0.272592 threshold=14.91888241682727 14.874443652260416 9.696672929875886 10.902933712826181 6.2423815403969032 8.6537117469342366 10.248803211160039 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.05383388468953193 0.051994318762031956 0.0085051728631192255 0.019441365467137865 -0.043626854209986882 -0.085007762044896684 -0.0490964496097279 -0.026644439912882407 leaf_weight=110.61770649053506 3.4984712863806662 1139.205780283537 84.696092099678935 92.237830309826677 20.264956090574746 2.6074654073163401 2.0277200074360726 leaf_count=5621 140 38316 6115 3929 31304 110 4643 internal_value=0 0.00090156 -0.0221216 0.00456814 -0.0623015 0.00799067 -0.0810709 internal_weight=0 1426.76 195.314 1231.44 28.3986 6.10594 22.2927 internal_count=90178 53981 11736 42245 36197 250 35947 is_linear=0 shrinkage=0.1 Tree=679 num_leaves=8 num_cat=0 split_feature=8 8 8 8 6 2 2 split_gain=21.7084 36.6986 17.9715 12.4967 6.43126 4.57222 2.4646 threshold=14.890626881336633 14.890401190624855 14.890157152163896 14.890543937865024 7.6555212302130498 14.955222487572579 15.743812229828773 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.00039053215215339987 -0.034672873277222307 0.063975215200962485 -0.063148582394203553 0.0093913742810578255 -0.07977508983776084 0.055404078215656044 -0.0028683389336153146 leaf_weight=1083.2577302577847 20.692735400438327 119.71176689304411 46.636759690009058 64.875783680705354 43.715538099658261 6.6418476188118794 4.6791440264878466 leaf_count=20611 10870 8165 1065 1775 39286 3881 4525 internal_value=0 0.00373216 -0.00303444 0.044945 -0.0509875 -0.0116028 -0.0725478 internal_weight=0 1314.48 1129.89 184.588 75.7293 27.3346 48.3947 internal_count=90178 31616 21676 9940 58562 14751 43811 is_linear=0 shrinkage=0.1 Tree=680 num_leaves=8 num_cat=0 split_feature=6 9 4 9 5 7 2 split_gain=19.1194 19.9075 20.5003 4.43 1.40671 1.37362 0.155063 threshold=7.0042513114173532 7.9463781022666558 17.297994642729588 9.476373909679884 13.392789936838307 9.7461834386484885 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.056010299030230637 -0.074608362704265727 0.01509929302366627 -0.016316401662925809 -0.054721323812353166 0.012492862188176627 -0.015743975698495404 -0.13613099758208189 leaf_weight=17.529576462555276 34.121485586833842 606.5991969231909 314.6538077896239 2.2316147565434212 3.1897246233966134 5.1664094813695547 8.8379415542876796 leaf_count=9104 33588 35970 10192 172 117 608 427 internal_value=0 0.0013588 0.00436321 -0.076294 -0.0453746 -0.0674505 -0.125612 internal_weight=0 960.541 921.253 31.7889 20.7193 39.2879 11.0696 internal_count=90178 80358 46162 9820 9221 34196 599 is_linear=0 shrinkage=0.1 Tree=681 num_leaves=8 num_cat=0 split_feature=0 9 9 1 1 0 3 split_gain=14.2659 25.0297 23.0845 32.7718 29.5503 16.2196 12.0545 threshold=9.9905076069232894 9.4504944511485096 8.5964758210226879 10.461706773639341 9.6924579171204197 11.036062721795156 10.009147733955169 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0038730362823193617 0.026255865053113545 -0.020713546627343701 -0.042692736743643156 0.030514104529371418 0.033068183075244832 0.016116826008966755 0.080358819232563772 leaf_weight=2198.1167165150109 157.79305236967048 215.86815364842187 287.2157909481466 76.840095851737715 239.19202802752261 265.51691034933901 55.631838787492597 leaf_count=51776 3331 10966 9414 1987 4299 7311 1094 internal_value=0 0.0122496 -0.00374828 -0.0271999 -0.000235633 -0.00040777 0.0406675 internal_weight=0 694.81 2801.36 364.056 2437.31 481.385 213.425 internal_count=90178 22702 67476 11401 56075 18277 4425 is_linear=0 shrinkage=0.1 Tree=682 num_leaves=8 num_cat=0 split_feature=10 0 5 10 0 10 5 split_gain=23.6788 42.7314 45.3609 33.3758 26.859 37.0252 28.3127 threshold=8.985181241955349 9.0881844608369668 10.423444963370743 9.8988532763241484 8.380550640788984 8.2124917739664038 11.919239915377917 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.017243561848169303 0.077931378482546942 0.021064406661529676 -0.026625636094342077 -0.012440345381912596 0.02847306811756764 -0.016069171851903853 -0.033175670788718213 leaf_weight=609.33050092448684 42.394756645264351 648.6496118296036 969.79435140587157 547.30579519086677 721.3675837844421 734.95268227776978 82.221883915610306 leaf_count=9328 833 16555 13342 27118 12735 8313 1954 internal_value=0 -0.00706284 -0.0221738 0.00573402 0.00768087 -0.000967736 0.0221319 internal_weight=0 2208.14 1012.19 1195.96 2147.87 1344.28 803.589 internal_count=90178 57848 14175 43673 32330 17641 14689 is_linear=0 shrinkage=0.1 Tree=683 num_leaves=8 num_cat=0 split_feature=2 3 6 10 9 9 10 split_gain=21.1678 28.6509 36.4802 31.626 26.2624 22.0544 15.7301 threshold=14.313389505619282 9.0576619998113639 8.4341549963804727 9.2229286035347648 5.9991806917619623 10.249070661019582 7.1480778184950475 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.027714765283930517 -0.00047217102242689385 -0.041577576104058843 0.001904104313785948 0.021375304321405018 -0.019127057415427137 0.10983606942716501 0.07934911149630125 leaf_weight=18.831508035771549 1648.4565212736852 287.50358916300411 582.32562553804291 1106.8464681649493 930.23105177584512 12.470715690427822 45.723173448670423 leaf_count=390 24068 5307 21588 12211 19265 6944 405 internal_value=0 0.00331404 -0.0124991 0.00830886 -0.0130664 -0.0173065 0.0481707 internal_weight=0 3625.13 869.829 2755.3 1007.26 942.702 64.5547 internal_count=90178 63174 26895 36279 27004 26209 795 is_linear=0 shrinkage=0.1 Tree=684 num_leaves=8 num_cat=0 split_feature=5 1 4 9 2 8 8 split_gain=16.0949 18.1342 16.7742 19.5096 12.2132 4.10646 1.22863 threshold=11.530803883591323 10.247081588430721 19.714399874998094 8.5044958837421536 14.642425702560944 14.390433651313669 14.828882741269299 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.017177927535649395 0.0045174766776608522 -0.065788729257011888 -0.014267458791418981 0.023432880309721373 0.011534136334060471 -0.083287971915938341 -0.10185598690507575 leaf_weight=180.4538856225081 5.8184432022389947 25.351898930813149 2.1959556657820967 339.29124530041008 89.973501825739731 51.344034575729893 13.874478335899765 leaf_count=37259 100 9087 49 13256 4951 24908 568 internal_value=0 -0.0288964 0.00614056 0.00932702 -0.00588313 -0.0744264 -0.0914243 internal_weight=0 172.488 535.816 519.745 115.325 57.1625 16.0704 internal_count=90178 39046 51132 50515 14038 25008 617 is_linear=0 shrinkage=0.1 Tree=685 num_leaves=8 num_cat=0 split_feature=6 8 10 8 7 0 3 split_gain=10.038 11.1135 18.6289 16.9881 6.66675 6.75742 1.80008 threshold=6.235404151573678 14.889502581986347 9.302025283328982 14.863791496742204 6.306116281902808 7.8637985980076284 7.9328841361353648 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0022691162386697696 0.0002320595857251928 0.0039047248711276184 -0.019280078466171073 0.037747005497531579 -0.037180743381456119 -0.055513441221182763 -0.10309157165670078 leaf_weight=62.801376452764089 295.57020950289734 1612.2506319594581 440.383760816208 203.04809495960944 8.5815175426687365 28.811170693479653 11.905728984500454 leaf_count=1433 9966 36255 35773 4382 236 1581 552 internal_value=0 0.00217863 -0.00107644 0.0155539 -0.0282659 -0.0163061 -0.0784986 internal_weight=0 2551.25 2052.63 498.618 112.1 91.6125 20.4872 internal_count=90178 86376 72028 14348 3802 3014 788 is_linear=0 shrinkage=0.1 Tree=686 num_leaves=8 num_cat=0 split_feature=1 5 3 1 5 6 7 split_gain=7.98124 15.2067 11.0618 10.1037 7.83441 5.48769 1.46209 threshold=7.2142317139668188 9.996342174341839 7.7722492666348737 10.631908580812061 12.885212458673779 9.3726117246508842 5.1249025554662744 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.022456812541643788 0.010298378488245861 0.0026269284278179249 -0.055499853060523699 -0.042605743646293021 -0.12407973766101554 0.10021431435207787 -0.021062439719593717 leaf_weight=139.91486827687913 36.657368232459021 2139.175184386334 81.271613067486896 49.550556656212848 2.8407113737448517 8.8453967085079039 2.9176361230565817 leaf_count=1640 806 68791 4759 14022 29 94 37 internal_value=0 -0.000307633 -0.0351323 0.00158392 0.0230974 0.0277186 -0.0827228 internal_weight=0 2306.65 117.929 2188.73 154.519 148.76 5.75835 internal_count=90178 88378 5565 82813 1800 1734 66 is_linear=0 shrinkage=0.1 Tree=687 num_leaves=8 num_cat=0 split_feature=5 8 8 1 3 2 10 split_gain=10.9905 25.3807 27.8798 17.7201 21.8104 20.0513 12.0559 threshold=10.516113252451268 14.894177514361893 14.88524577860194 9.0795462063588221 8.4802384706000336 13.714806311791465 8.0582858367092154 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.012307913859003792 0.012708007586566348 -0.070758451499141242 0.063885137555313137 0.044486302907098006 -0.0037319955359612898 -0.045998300107203509 0.0042683612569842655 leaf_weight=75.387986286834348 84.843425308972655 36.973975233067904 129.95810603891732 105.49572779708251 786.51924378656258 181.63380669417893 48.879209673251353 leaf_count=6315 1799 3960 1888 5568 39915 25489 5244 internal_value=0 0.0169474 0.0359886 -0.00475326 0.00201406 -0.0273292 -0.0284857 internal_weight=0 291.199 205.346 1158.49 892.015 266.477 85.8532 internal_count=90178 17407 8203 72771 45483 27288 9204 is_linear=0 shrinkage=0.1 Tree=688 num_leaves=5 num_cat=0 split_feature=8 8 5 8 split_gain=20.1155 21.8752 33.3181 23.2832 threshold=14.891696904234349 14.886609811404641 11.467676308728125 14.601153418519075 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.02273703805129057 -0.085596441173840604 -0.0090964396736469295 0.038400934790620331 -0.018458553582765224 leaf_weight=178.45126371755032 25.459306192524309 270.31748020049417 323.71260852177511 582.47044940246269 leaf_count=3571 57852 6578 11882 10295 internal_value=0 0.00244213 0.016808 -0.00878021 internal_weight=0 1354.95 594.03 760.922 internal_count=90178 32326 18460 13866 is_linear=0 shrinkage=0.1 Tree=689 num_leaves=7 num_cat=0 split_feature=2 8 0 9 8 3 split_gain=17.5425 34.6604 26.3451 18.4048 9.90833 2.06116 threshold=9.5580834386043634 14.905998535555076 10.536440514196281 10.897746077553387 14.877113625005363 9.5962103380085662 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.080034459536531641 -0.089391304314110964 0.015927640867190226 -0.019686665671109407 0.022845939937940436 0.0011800748922966922 0.09529108644906753 leaf_weight=3.2040438610783886 65.543043717265391 530.82494493375634 339.82250094937626 18.2672942186 2.5645788798756284 27.134130958816968 leaf_count=190 42047 37725 6661 1236 108 2211 internal_value=0 -0.00392182 0.00202038 -0.0649472 0.0692767 0.0874675 internal_weight=0 954.458 870.647 83.8103 32.9028 29.6987 internal_count=90178 87669 44386 43283 2509 2319 is_linear=0 shrinkage=0.1 Tree=690 num_leaves=8 num_cat=0 split_feature=2 2 1 8 10 3 9 split_gain=11.9869 22.3951 19.709 35.2575 32.1397 18.1212 10.6442 threshold=14.841037134898501 15.967173299199375 9.1761769626999854 14.92740058012337 9.3424834935093006 7.9506990956577619 8.0028092215403728 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0088283241287833505 0.024771808645119679 0.062852681409955841 0.070014502423277433 -0.027178155929053441 0.0091727772427706925 -0.01680559582457922 0.010020177826199411 leaf_weight=784.56437372023356 114.96778415011067 46.480007732650847 97.534060527614201 414.96833286259789 734.72003222278727 1100.6038758181094 196.59392865598056 leaf_count=15866 2270 917 1942 8909 20167 33940 6167 internal_value=0 -0.00731425 0.00456387 -0.00364008 0.0163784 -0.0128561 0.0203388 internal_weight=0 1458.65 2031.79 1199.53 832.254 1215.57 243.074 internal_count=90178 43294 46884 24775 22109 36210 7084 is_linear=0 shrinkage=0.1 Tree=691 num_leaves=8 num_cat=0 split_feature=6 3 5 4 0 6 5 split_gain=19.9797 26.7415 21.0292 18.5026 14.7086 20.254 12.7663 threshold=8.8121809137436529 8.496916854731662 9.7768630457487724 18.290813434812268 9.770020931619106 10.240161521051871 11.608910038149835 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.031584238566575745 -0.005877873306576395 0.011242074929700377 -0.0080614639669158005 0.061193280828639812 0.033326445390810901 -0.01868935559548646 -0.030142665629114919 leaf_weight=145.7793177800886 446.37694327540157 1426.3201597619882 1512.7595516125166 77.304353828541934 152.90289882456091 144.84223826606103 421.75002515163396 leaf_count=1802 9517 23781 19779 1274 8838 15042 10145 internal_value=0 0.00419534 -0.00455982 0.0138491 -0.0111144 0.00804478 -0.0176872 internal_weight=0 3162.16 1658.54 1503.62 1165.87 297.745 868.127 internal_count=90178 46636 21581 25055 43542 23880 19662 is_linear=0 shrinkage=0.1 Tree=692 num_leaves=8 num_cat=0 split_feature=2 0 1 5 10 10 0 split_gain=19.5841 28.6976 22.1678 27.98 21.6812 17.5344 9.35573 threshold=14.971037806373451 8.011650975768136 11.079414394101876 13.970080266921599 8.1294663553881694 8.6056813960553473 9.4706443098013668 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=-0.0085073005992810594 0.0083214464620068301 -0.032645370844564446 0.075134630128330174 0.10586679098907043 0.027927869773505965 -0.0074287896447265724 -0.055220028141256518 leaf_weight=283.31568723655073 1722.8049321020653 325.35860313606463 5.1147371735351035 28.927061920272536 383.41898299712193 1785.7377385733707 69.307536778749636 leaf_count=5291 34332 7918 44 417 3699 35656 2821 internal_value=0 -0.00561752 0.00771138 0.00999173 0.0124559 -0.0113287 -0.0453839 internal_weight=0 2777.83 1826.15 1751.73 666.735 2111.1 74.4223 internal_count=90178 52564 37614 34749 8990 43574 2865 is_linear=0 shrinkage=0.1 Tree=693 num_leaves=8 num_cat=0 split_feature=5 1 6 0 9 8 8 split_gain=15.6557 35.867 20.5846 19.2532 18.5847 12.8738 9.76364 threshold=10.408931102912307 9.5765792372767073 9.193347762996618 10.415455781314156 8.0028092215403728 14.390433651313669 14.801687455380572 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.009010469785629846 0.013915537699344092 -0.038007965859065768 0.016537073577723823 0.0390031442989483 0.051545430131514886 -0.079272014509859282 -0.097046930822566921 leaf_weight=81.904410480805382 17.446580830146559 92.94697709356933 261.55658537860654 6.5381768083898377 130.83922520837223 88.3870163463057 19.010614822225762 leaf_count=8052 233 9291 22002 344 5708 44085 463 internal_value=0 -0.0131314 0.00216927 0.0183907 0.0282989 -0.0639237 -0.0620727 internal_weight=0 460.337 354.504 238.292 212.744 105.834 25.5488 internal_count=90178 75611 31293 14567 13760 44318 807 is_linear=0 shrinkage=0.1 Tree=694 num_leaves=8 num_cat=0 split_feature=5 3 8 3 9 8 6 split_gain=9.84179 18.4161 14.5861 13.4553 13.1155 12.1028 5.50543 threshold=12.682243822926011 9.617439735427185 14.910527555780067 7.6635694120840094 7.189460225786636 14.908595028305081 8.5784034108933813 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.0077918707837536447 0.046139735521802561 -0.07969256459345235 0.072498616535025845 -0.084305888892882971 -0.0067353541674870822 0.19830982509255379 -0.001397877946815822 leaf_weight=1216.6202903015073 74.843013052886818 10.155784781387409 5.7062590714231183 33.567794073077948 1268.3289672460742 4.7772003444642896 46.261860203898323 leaf_count=8001 1908 573 2480 31916 33230 1383 10687 internal_value=0 0.0269265 -0.000590013 -0.0602888 0.000377385 0.0576165 -0.0166342 internal_weight=0 136.038 2524.22 39.2741 2484.95 79.6202 56.4176 internal_count=90178 14551 75627 34396 41231 3291 11260 is_linear=0 shrinkage=0.1 Tree=695 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=9.96249 8.94209 13.7072 9.63351 threshold=14.913676627498663 14.67823852713458 14.601153418519075 9.6383445967260339 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0072941152114237382 -0.082652068950086491 -0.050412008848270955 0.071254598716717202 0.00055171404364177772 leaf_weight=140.96228220202875 13.172743105750213 36.719531668539275 43.069977539998945 2223.1362361813262 leaf_count=3571 42942 1117 1065 41483 internal_value=0 0.00143207 0.0225673 -0.000298307 internal_weight=0 2443.89 184.032 2259.86 internal_count=90178 47236 4636 42600 is_linear=0 shrinkage=0.1 Tree=696 num_leaves=8 num_cat=0 split_feature=8 2 8 3 5 5 0 split_gain=10.6419 19.7765 13.261 35.8336 27.8165 6.22487 2.30339 threshold=14.720838954779337 8.0459400115095168 14.896876159177149 8.4802384706000336 11.436955713868089 13.438090200498062 12.414759514558826 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.00086652237770048633 0.024721226914337865 -0.091005412120021473 0.030737335897701543 -0.03234312980008161 -0.0093369787036471519 0.11881680618775906 0.012333310201815526 leaf_weight=12.498486064374449 490.82970025105897 34.201227586374443 128.67707185711333 294.18383358508436 467.20047853895812 5.6504882574081412 2.0599669425282618 leaf_count=79 16487 5218 17526 35711 15108 24 25 internal_value=0 -0.0430836 0.0016107 -0.0131204 0.00811972 0.0406546 -0.0849614 internal_weight=0 54.4102 1380.89 422.861 958.03 18.149 36.2612 internal_count=90178 5346 84832 53237 31595 103 5243 is_linear=0 shrinkage=0.1 Tree=697 num_leaves=8 num_cat=0 split_feature=3 5 2 8 7 2 3 split_gain=21.6696 23.8918 20.038 17.9732 15.4583 14.1503 2.9825 threshold=9.2237323948137391 12.682243822926011 12.673578259141348 14.89098124964333 11.013185513919682 15.349460740355694 7.8780668149427209 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.023264743150200953 -0.047135867177742964 0.033163033792939244 0.014765229127681655 -0.076851805157655467 -0.084077049055423431 -0.0014821556509703557 -0.079510178097213127 leaf_weight=16.682111804111628 207.86539155364244 104.3641885536008 880.51973183837254 20.965548125568603 11.629180412237472 100.68515969368741 24.623007466776471 leaf_count=593 11693 7749 17246 37075 4432 10535 855 internal_value=0 -0.0177735 0.0094079 0.0125517 0.0207907 -0.0322912 -0.0578809 internal_weight=0 424.544 942.79 901.485 115.993 308.551 41.3051 internal_count=90178 34409 55769 54321 12181 22228 1448 is_linear=0 shrinkage=0.1 Tree=698 num_leaves=8 num_cat=0 split_feature=7 0 6 9 2 0 2 split_gain=17.634 40.6044 26.2584 21.2241 15.3314 11.77 2.32387 threshold=8.6609414523862522 10.51181225666193 7.8950071944924058 8.9671138492782418 12.970039582877137 11.98571794746343 12.562335490553524 decision_type=2 2 2 2 2 2 2 left_child=1 3 6 -1 -4 -3 -2 right_child=2 5 4 -5 -6 -7 -8 leaf_value=-0.021526152591420933 -0.015829168486788295 -0.054677938058571622 0.057168608435923043 0.029972471778783222 0.0077898391937798435 -0.14397906454446338 -0.12080176230346387 leaf_weight=184.77248553373283 2.8102402287477188 82.327362013622405 71.728966188820777 139.59194203853076 467.95235077716825 17.892700126121781 14.950214887848231 leaf_count=56925 140 2867 6430 7372 15019 394 1031 internal_value=0 -0.0165922 0.0104286 0.000660555 0.0144464 -0.0718862 -0.105921 internal_weight=0 424.584 557.442 324.364 539.681 100.22 17.7605 internal_count=90178 67558 22620 64297 21449 3261 1171 is_linear=0 shrinkage=0.1 Tree=699 num_leaves=8 num_cat=0 split_feature=6 8 2 4 3 8 10 split_gain=11.5218 14.604 20.5781 14.2751 8.94515 10.4913 4.34746 threshold=5.2808713649943622 14.899147067329563 13.421484039872562 10.656045274559625 7.9328841361353648 14.892420099699093 9.8851236432969518 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.015799122503840433 0.022621026806658215 0.031759080034348047 -0.04651755720096374 -0.0010650311716291863 0.0013112333044912514 0.095130078461795997 -0.058780182967672137 leaf_weight=54.795714631676674 59.543777926184703 137.58026680070907 149.79270611846005 3015.5244790178549 18.585849910974503 32.371086025377735 8.096643135068005 leaf_count=559 2938 1363 36481 48076 382 304 75 internal_value=0 -0.00132497 -0.0268377 0.000376807 0.0308848 0.0615948 0.00542821 internal_weight=0 3362.44 209.336 3153.1 113.849 50.9569 62.8924 internal_count=90178 88858 39419 49439 1320 686 634 is_linear=0 shrinkage=0.1 Tree=700 num_leaves=8 num_cat=0 split_feature=10 3 10 8 9 8 4 split_gain=18.5583 24.2013 29.2243 19.2579 6.86061 4.31713 4.16208 threshold=7.327044472037362 7.9506990956577619 8.5535369049341838 14.931609817309598 5.6591766761881122 14.932137129077342 12.238882002674986 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.044266516422603229 -0.035808328594547779 0.019135834574008033 -0.0027006145579401043 -0.00043757460097024463 0.02471054879472679 0.053162234367310185 0.070777989890485518 leaf_weight=12.907632688700689 329.74098116230562 783.12395750335054 2805.7102202619599 287.98393619526178 33.510715937198256 5.7949252799153319 52.208898977478384 leaf_count=237 6265 12209 67810 1739 726 33 1159 internal_value=0 -0.00108013 0.00206835 -0.0193458 0.0413992 -0.0129125 0.0532613 internal_weight=0 4206.56 3588.83 617.725 104.422 18.7026 85.7196 internal_count=90178 88023 80019 8004 2155 270 1885 is_linear=0 shrinkage=0.1 Tree=701 num_leaves=7 num_cat=0 split_feature=8 8 9 9 6 9 split_gain=19.2805 21.4609 41.4502 25.1106 7.13855 3.71241 threshold=14.936789616334687 14.926867895088117 7.7407608389759348 6.2148541591619981 12.242698565869576 6.7071234209401807 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.031268876282899455 -0.1141703168550211 0.045938595991619736 0.0093950771927966952 0.0025579197117264123 0.087729778105922265 -0.04303154835009021 leaf_weight=535.90948986166768 7.6227749381214371 137.98244601394981 469.52290477022962 3347.2590211969218 3.0288732936605802 83.81662072869949 leaf_count=21966 84 812 43730 22254 66 1266 internal_value=0 0.000574681 -0.0122889 0.00428807 -0.0448401 -0.0501329 internal_weight=0 4490.67 1005.43 3485.24 94.4683 91.4394 internal_count=90178 88762 65696 23066 1416 1350 is_linear=0 shrinkage=0.1 Tree=702 num_leaves=8 num_cat=0 split_feature=5 7 7 1 8 8 8 split_gain=15.1054 17.2311 23.672 5.74071 7.94299 5.1003 2.14288 threshold=12.507091176668071 11.947835852282278 8.4179526480333653 11.856691260070479 14.841551936526161 14.820894537509451 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.010318901547419455 -0.014111177883610783 0.0084203173698765253 0.029906093592975049 0.10887195863929178 -0.053657806269261102 -0.10284335060737859 -0.082503874048961631 leaf_weight=378.9002204260205 5.8414202098501837 5.0256786523386863 236.96778131598148 3.8584023122675699 6.9091485753342567 18.726323598053568 32.604956553172542 leaf_count=59843 79 141 12822 33 3744 691 12825 internal_value=0 0.00190214 0.00518188 -0.0550549 0.00888513 -0.079912 -0.0727337 internal_weight=0 639.62 615.868 49.2139 10.7676 23.752 38.4464 internal_count=90178 73497 72665 16681 3777 832 12904 is_linear=0 shrinkage=0.1 Tree=703 num_leaves=6 num_cat=0 split_feature=1 9 1 8 6 split_gain=9.57199 10.3327 13.0567 12.209 0.0909613 threshold=6.3193560299700344 5.9991806917619623 7.53007672291261 14.899408278746956 9.563396357845841 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.091352669922826812 0.066352874348503982 -0.024874247034393906 0.0023642319114259929 -0.074808987425993387 -0.034837719065094162 leaf_weight=9.8628557157144296 41.754547704011202 188.84669876545559 2408.5959208347585 6.2984583467696202 2.0586148686234074 leaf_count=334 276 2637 86292 593 46 internal_value=0 0.00123388 0.000375052 0.0467025 -0.085045 internal_weight=0 2645.5 2597.44 48.053 11.9215 internal_count=90178 89798 88929 869 380 is_linear=0 shrinkage=0.1 Tree=704 num_leaves=8 num_cat=0 split_feature=3 5 2 3 1 4 1 split_gain=8.75466 38.7094 13.0736 10.385 8.57742 8.13598 6.68124 threshold=8.7873144074596041 11.477290907688616 13.421484039872562 8.9798136736440544 7.1050213556819095 9.9130718397612743 6.7811729855112457 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -3 -4 -2 -1 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.013197893860539761 0.03890480199765646 0.040308849262250306 0.037883083105139374 0.0032251618579602799 0.0053055350455631107 -0.037726258633934119 -0.05449844643460458 leaf_weight=19.570705467293237 13.727478085853361 93.728529775456991 84.434164649021113 373.38350024626106 1511.7234402031518 306.76869866041375 52.540668918796655 leaf_count=220 783 3667 985 25361 36044 20573 2545 internal_value=0 -0.00762374 0.0051615 0.0107364 0.00705147 -0.0343332 -0.0361967 internal_weight=0 787.608 1668.27 467.112 1596.16 320.496 72.1114 internal_count=90178 50384 39794 29028 37029 21356 2765 is_linear=0 shrinkage=0.1 Tree=705 num_leaves=8 num_cat=0 split_feature=6 8 2 3 0 2 4 split_gain=11.5214 13.045 22.9864 17.1015 4.79801 8.15387 5.67612 threshold=15.120249453586034 14.877113625005363 13.199148456059392 10.902933712826181 12.10746951414273 13.954027907077444 14.785904527773491 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.018039431464831623 0.031204266440772923 0.0057954717984259607 -0.051724974346831279 -0.041404842507816883 0.11426321036226644 0.21252245325996277 -0.02198711815445616 leaf_weight=75.904474705457687 5.6899619005616859 1124.5624547011812 122.25592742666049 81.383262718116384 3.602306055952794 4.0459398892271565 8.3837707508100703 leaf_count=983 86 70424 11035 7382 36 63 169 internal_value=0 -0.00133513 -0.0250456 0.00257849 0.0704465 0.119331 0.0246073 internal_weight=0 1404.11 198.16 1205.95 21.722 9.7359 11.9861 internal_count=90178 89824 12018 77806 354 149 205 is_linear=0 shrinkage=0.1 Tree=706 num_leaves=8 num_cat=0 split_feature=8 8 8 5 1 10 8 split_gain=20.5748 47.0941 36.332 5.7224 5.14101 4.33302 4.10201 threshold=14.572237689267261 14.582376352430854 14.820894537509451 11.117616444070858 6.7811729855112457 11.825814881217484 14.285776060475134 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.057485099415455959 -0.039908430506643493 -0.037818642788541593 0.0071314278608613823 -0.081369797320897996 0.089585156188023707 0.039646985972454557 0.025728025533149668 leaf_weight=9.5153865029278695 2.673240363597869 217.98182786133839 1004.3929827970931 41.559056876576506 65.349988136673346 2.6006665274035177 12.654253938351756 leaf_count=857 10 4970 81992 469 700 70 1110 internal_value=0 0.00362837 -0.000908722 -0.0530741 0.0839917 -0.0735227 -0.0109273 internal_weight=0 1290.4 1222.37 66.3294 68.0232 44.1597 22.1696 internal_count=90178 87672 86962 2506 710 539 1967 is_linear=0 shrinkage=0.1 Tree=707 num_leaves=8 num_cat=0 split_feature=4 4 9 2 10 1 7 split_gain=16.8344 17.2005 36.5269 21.0238 1.35279 1.38426 0.205518 threshold=11.208036567932256 16.913760297453241 9.8808075925410694 14.606754288823483 11.551706501410372 12.112998377477359 3.9169018927373669 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.052113035079994631 0.035061224661209152 -0.050474181227143991 0.010725923367863677 -0.0043518132624512261 0.021781965383717045 -0.072319366612259878 -0.11350377668251693 leaf_weight=3.346685299520689 231.37156586624496 167.62165432949041 230.63521724008388 323.66226959899086 2.1390844686029586 2.5648128022367018 11.941660815151407 leaf_count=1534 25894 12593 6468 40540 81 86 2982 internal_value=0 0.000741728 -0.0150944 0.0121114 -0.0897892 -0.0332106 -0.10409 internal_weight=0 953.291 398.257 555.034 19.9922 4.7039 15.2883 internal_count=90178 85495 19061 66434 4683 167 4516 is_linear=0 shrinkage=0.1 Tree=708 num_leaves=8 num_cat=0 split_feature=7 3 2 2 6 4 7 split_gain=11.5312 16.2072 11.9216 20.614 9.92008 6.225 4.35988 threshold=12.09016309432562 11.783321077832305 16.146590504956283 15.291522704552316 8.2300102237813295 20.959836909431807 14.473783992034173 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.00085457009396944944 0.040771614567609166 -0.056735396368335904 0.069397307832837166 -0.020090279791784276 0.010911739558607166 0.047479315285037349 0.098555948129595186 leaf_weight=2617.4610579987275 66.441361462333589 22.69286360550905 37.510954194163787 571.70276452838152 119.53916334062524 6.7218152200803152 16.505996610794682 leaf_count=62845 1713 1176 686 19873 3642 52 191 internal_value=0 0.0308517 -0.00157751 -0.00290521 0.0252315 -0.0321423 0.0533074 internal_weight=0 112.362 3346.21 3189.16 157.05 29.4147 82.9474 internal_count=90178 3132 87046 82718 4328 1228 1904 is_linear=0 shrinkage=0.1 Tree=709 num_leaves=8 num_cat=0 split_feature=10 3 8 10 3 10 2 split_gain=17.6427 23.7513 34.0385 25.3304 13.1117 18.8496 8.19025 threshold=7.8040919013243384 8.316115432822679 14.931609817309598 9.3728657674937779 7.8384582945823196 7.327044472037362 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.039332400802034422 -0.028074402912602173 0.011422039995025418 0.0054214219278266168 -0.0080017784300144053 -0.097227000486019982 -0.028922762154221651 0.050608374096928699 leaf_weight=77.849064041336533 680.76580748576816 1650.3200828666977 546.12984580267221 1130.4720744251927 2.9614811698847907 82.121488073189539 131.34527569473357 leaf_count=1472 12065 27773 3376 41259 136 1402 2695 internal_value=0 -0.00158812 -0.0131721 0.00352566 0.0237398 0.00433135 0.0466541 internal_weight=0 4007.69 1226.9 2780.79 294.277 159.971 134.307 internal_count=90178 84473 15441 69032 5705 2874 2831 is_linear=0 shrinkage=0.1 Tree=710 num_leaves=8 num_cat=0 split_feature=0 8 10 8 1 10 2 split_gain=20.0452 34.9122 32.2129 32.9254 30.0448 29.5777 19.9694 threshold=8.8662602956970655 14.92740058012337 9.5907743509547654 14.930133035486136 9.6660008048806585 8.6687854453460513 13.62099497007585 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.045276682182641192 -0.0011405133317031787 -0.024139115825293982 0.034218902197492726 -0.040044587289495337 -0.0055765911583653821 0.001624018699161932 0.014065553968928599 leaf_weight=219.84890588790222 400.42136696584112 146.42975673777983 245.30921853402924 475.46899074687099 824.83258008511984 343.59544953716613 1916.3306044943165 leaf_count=13078 16127 1138 3280 3136 31754 9045 12620 internal_value=0 0.00531737 -0.00807112 -0.0222808 0.00356918 -0.0167238 0.0113431 internal_weight=0 2626.2 1946.03 875.89 1070.14 563.444 2062.76 internal_count=90178 35881 54297 19263 35034 22123 13758 is_linear=0 shrinkage=0.1 Tree=711 num_leaves=6 num_cat=0 split_feature=8 8 2 3 3 split_gain=14.467 15.7761 25.5016 9.52482 2.05277 threshold=14.937791608657685 14.285776060475134 13.714806311791465 7.0970597227589947 8.9535541855830072 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.057213074926268849 -0.0028340058405605644 -0.074095436454387792 -0.0036429916992945805 0.050225584797778389 0.10170610275487749 leaf_weight=8.5341751037631166 2.0889558110975477 55.878310740505185 532.62939598326966 67.720059530867729 13.865708203680695 leaf_count=87 419 14478 73552 999 643 internal_value=0 -0.00488524 -0.0104467 0.0376164 0.0886587 internal_weight=0 664.762 588.508 76.2542 15.9547 internal_count=90178 89116 88030 1086 1062 is_linear=0 shrinkage=0.1 Tree=712 num_leaves=8 num_cat=0 split_feature=5 8 1 8 0 3 4 split_gain=9.51581 10.3255 47.1949 36.325 8.84523 4.43939 0.472785 threshold=9.686550327785417 14.828882741269299 9.0795462063588221 14.859092336325736 7.844908726284209 7.3536149650030165 16.680944678146794 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.063062795996210438 -0.013475703908438379 -0.067526570407694289 0.082303153547206215 0.0021947807700517879 -0.093351556367353997 0.0075071771690882055 -0.032357849868484542 leaf_weight=10.919198167947341 135.97725597069029 76.24737418568111 81.534110806962417 2288.7723054452908 18.79752230931263 34.693522703739291 2.8510786577453464 leaf_count=318 1825 1685 5396 78065 1836 755 298 internal_value=0 0.00184099 0.0226393 -8.06004e-05 -0.0359859 -0.010377 -0.0871022 internal_weight=0 2582.53 217.511 2365.02 67.2613 45.6127 21.6486 internal_count=90178 86971 7221 79750 3207 1073 2134 is_linear=0 shrinkage=0.1 Tree=713 num_leaves=8 num_cat=0 split_feature=8 5 2 5 3 0 7 split_gain=9.88623 11.6804 10.5215 9.52691 35.722 10.6578 3.72217 threshold=14.90142061961137 11.542277916954374 15.188180172810123 10.760964555663355 8.3815884814088726 9.5233226248872942 4.8671569629339482 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0075769011663357243 -0.093650366453167211 -0.018136050008793671 0.037201824521952635 0.012014517272625883 -0.0376996173388085 -0.014499754092051341 -0.03468245810580866 leaf_weight=626.6419643305635 11.569757770180557 98.536368843287164 51.47067765724023 1140.7301528387761 240.25505015210001 173.95138110191328 101.37982687916451 leaf_count=4492 3980 17034 5437 16593 9422 11759 21461 internal_value=0 -0.0173556 0.000972196 0.00313434 -0.00500018 0.00849794 -0.0414916 internal_weight=0 262.957 150.007 2181.58 866.897 1314.68 112.95 internal_count=90178 47912 22471 42266 13914 28352 25441 is_linear=0 shrinkage=0.1 Tree=714 num_leaves=8 num_cat=0 split_feature=1 5 8 8 9 6 3 split_gain=10.8449 22.7554 18.1613 13.6242 12.8569 8.28756 7.96253 threshold=8.3152838002920486 10.516113252451268 14.90208336904397 14.893110676724056 8.2319045587089175 5.518791101331245 9.0274232109129482 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=0.054021002786439912 0.051505849195550235 -0.01684150866774977 -0.055511315709743908 -0.056874243120798765 0.0062894650210838822 -0.01231465252755394 0.095327563351909284 leaf_weight=22.811710138907074 137.22101319091598 363.404465594258 17.084579382259108 83.846951602326953 704.60747437340797 89.098453098620666 2.7035321773000751 leaf_count=336 6874 31830 3446 10230 33803 3325 334 internal_value=0 0.00360991 0.0393759 -0.0215369 -0.00158953 0.00156586 -0.0510855 internal_weight=0 1222.32 154.306 198.461 1068.01 111.91 86.5505 internal_count=90178 75953 10320 14225 65633 3661 10564 is_linear=0 shrinkage=0.1 Tree=715 num_leaves=8 num_cat=0 split_feature=3 7 7 5 9 4 3 split_gain=21.4735 19.8622 20.1146 16.4069 13.6744 8.51472 2.79896 threshold=9.9174808637034921 10.497562817113865 3.5270361845031446 13.635837220905737 10.774259555737961 13.10124960655701 8.277179967378073 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.038432675424004019 -0.066303920449138423 0.0044928715608956692 0.011392650053224013 -0.1147007141515213 0.0049442789589689935 0.050762153908229184 -0.086517082650564556 leaf_weight=86.704122784264655 100.11271742486747 3.7704546917302677 1066.7515498118296 2.5422855432498208 36.540212820393663 27.420018788320249 25.159148281210491 leaf_count=3156 12357 268 64421 104 3015 5443 1414 internal_value=0 0.00553669 0.00761728 -0.0327071 -0.047355 0.0334716 -0.0749018 internal_weight=0 1182.39 1153.46 166.615 136.653 29.9623 28.9296 internal_count=90178 69259 67577 20919 15372 5547 1682 is_linear=0 shrinkage=0.1 Tree=716 num_leaves=7 num_cat=0 split_feature=3 0 9 9 1 1 split_gain=16.4317 20.7307 35.8534 33.923 4.04086 0.553559 threshold=8.4540409920174273 9.7267231944542853 9.580999342102297 8.4880712103830742 11.253084051285983 10.285877098030692 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.084019878219359204 -0.017368737925423549 -0.043873818694008665 0.0069201362705793709 0.05518760579597131 0.028515918393290669 -0.040732262369453744 leaf_weight=26.463039709386067 109.8030495100038 196.20855965556802 469.81748928032539 153.6725232675326 3.5704919212348605 6.6889581458035527 leaf_count=24925 30243 9784 17857 6700 203 466 internal_value=0 0.00130825 -0.0080869 0.0249985 -0.0660163 -0.0767343 internal_weight=0 929.502 666.026 263.476 36.7225 33.152 internal_count=90178 64584 27641 36943 25594 25391 is_linear=0 shrinkage=0.1 Tree=717 num_leaves=8 num_cat=0 split_feature=0 9 9 8 10 4 8 split_gain=11.7934 56.0844 40.6577 49.2049 16.696 13.2593 10.5154 threshold=9.0320759176295606 7.9463781022666558 7.6152997734321177 14.928467349856767 8.8502099698224264 16.09579835289475 14.927118777216934 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.012966292287061105 0.039765768844757805 0.054485647988298018 -0.045866718811111033 -0.029220415526932216 -0.0026908184265061752 -0.006917915727908429 0.092207194129223735 leaf_weight=1054.539765124282 98.033509724074975 52.007087199453963 281.8485715098941 373.59570831526071 1397.6986534706739 127.07210110306914 64.944615834858268 leaf_count=20053 2541 1772 6538 11861 43440 2754 1219 internal_value=0 0.00566604 -0.00604918 0.00191766 -0.000603512 -0.0338098 0.0610979 internal_weight=0 1612.68 1837.06 1428.14 1449.71 408.921 162.978 internal_count=90178 48972 41206 31914 45212 9292 3760 is_linear=0 shrinkage=0.1 Tree=718 num_leaves=8 num_cat=0 split_feature=6 3 8 0 10 10 1 split_gain=18.7522 21.8069 28.7949 19.4953 46.2891 40.3238 16.4231 threshold=7.878707844948976 7.2820048901685555 14.930513278377072 9.432195732387969 9.0825933022799301 10.035832483882487 7.1050213556819095 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.02948686770356599 0.0035563224231186861 -0.00067471319257789879 0.025295765910073927 0.035738403675983327 -0.028662652217625983 -0.014734472231904831 -0.056158338028523394 leaf_weight=29.480172768540797 997.65644654258904 982.67404251100015 753.82956969016232 304.04309937630205 805.03111675305718 328.16585097904408 85.634241027793905 leaf_count=496 17154 18032 4852 12228 14463 21999 954 internal_value=0 0.00780723 0.0106073 -0.00554202 -0.0108397 0.00955714 -0.03416 internal_weight=0 1851.62 1736.5 2434.9 1802.69 632.209 115.114 internal_count=90178 24334 22884 65844 31617 34227 1450 is_linear=0 shrinkage=0.1 Tree=719 num_leaves=8 num_cat=0 split_feature=0 10 1 9 1 8 8 split_gain=19.5338 34.2207 66.4953 31.3859 27.3464 25.9409 24.8769 threshold=9.2506165925002755 9.423934991684586 9.2972995718352536 8.1597086361600848 9.5645289732237178 14.930133035486136 14.930133035486136 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.0018460302622117207 -0.098683555247490146 0.04333545158207705 -0.074450848650286533 0.01147640015779664 0.002011826134722896 -0.0215580727201682 -0.021325354613847106 leaf_weight=2662.857980927105 65.552663159774966 344.05888179555768 118.34742010940863 489.65049174973592 299.01556606206577 460.18404416798148 112.76036087993998 leaf_count=39089 2258 3494 1727 35385 3641 3859 725 internal_value=0 0.00338335 -0.00142619 -0.0117832 0.0241538 -0.00453427 -0.0501561 internal_weight=0 3424.28 2781.21 1128.15 643.074 949.835 178.313 internal_count=90178 47951 40816 42227 7135 39244 2983 is_linear=0 shrinkage=0.1 Tree=720 num_leaves=8 num_cat=0 split_feature=5 1 7 1 8 2 8 split_gain=14.8119 20.8329 16.3887 16.674 15.7115 12.8696 8.985 threshold=11.107635011826856 10.20713944694193 5.9913071544112162 11.636866315451721 14.889251060631423 14.63365844212163 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0017326847356254863 0.026341371780174091 -0.055767795982145554 0.028757119622155766 -0.075528377849919504 -0.084888026367965552 0.013237766103668492 -0.072176391718928687 leaf_weight=108.64622815131224 9.9916578424163145 32.765301971581721 269.22406022339601 15.307966193737228 27.744640015680488 134.42871255597129 76.896309246396868 leaf_count=3176 157 9632 21215 364 11822 6016 37796 internal_value=0 -0.0212598 0.00926495 0.0229016 -0.0191429 -0.00053654 -0.0606766 internal_weight=0 254.082 420.923 284.532 136.391 167.194 86.888 internal_count=90178 53601 36577 21579 14998 15648 37953 is_linear=0 shrinkage=0.1 Tree=721 num_leaves=7 num_cat=0 split_feature=7 0 3 8 1 6 split_gain=9.28924 15.5549 19.5014 10.2715 9.56513 9.05893 threshold=6.0492701302706271 9.6851768795157493 9.3671547984764949 14.910527555780067 9.7609002983862485 10.366900095064922 decision_type=2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.00751916101971975 0.0043449221998300182 -0.043901761785433542 0.039366243299727724 -0.084477218326639458 0.038311594803323253 0.0088238507352658441 leaf_weight=945.28038154005503 1314.4466002364825 93.821761928122896 179.93985037885454 15.674515582248203 46.855385586699413 49.203425765489328 leaf_count=9870 31453 13237 5532 13888 2362 13836 internal_value=0 0.0055655 0.00858536 -0.00663201 -0.00531832 -0.0258278 internal_weight=0 1637.41 1494.39 1007.81 992.136 143.025 internal_count=90178 64058 36985 26120 12232 27073 is_linear=0 shrinkage=0.1 Tree=722 num_leaves=5 num_cat=0 split_feature=8 2 3 5 split_gain=8.81008 7.98041 13.4257 7.92546 threshold=14.913676627498663 15.180136115310486 9.1322750842111429 11.677511096284412 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0012770207602950522 -0.081955743219466137 0.0032484138714871588 -0.024580690532437235 0.027347692087861933 leaf_weight=1578.0678233022736 11.762714501708158 417.91196488964124 229.05876072695901 201.86386633786606 leaf_count=18748 42942 12193 10526 5769 internal_value=0 0.00134691 -0.0020123 0.0111291 internal_weight=0 2426.9 1807.13 619.776 internal_count=90178 47236 29274 17962 is_linear=0 shrinkage=0.1 Tree=723 num_leaves=5 num_cat=0 split_feature=8 0 5 6 split_gain=10.489 10.4956 17.4773 11.5242 threshold=14.927853812706594 7.9000271859942659 10.637427323647822 5.8449386424471648 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.021325432865802033 -0.083818935467783115 0.02941551511514235 -0.0017228119114507765 -0.043526373005197926 leaf_weight=37.233784984258818 13.801990144533191 216.80303501000162 1045.0023246919063 97.665121829582858 leaf_count=672 23062 12137 49877 4430 internal_value=0 0.000805278 0.00364642 -0.0256013 internal_weight=0 1396.7 1261.81 134.899 internal_count=90178 67116 62014 5102 is_linear=0 shrinkage=0.1 Tree=724 num_leaves=7 num_cat=0 split_feature=3 9 8 8 8 8 split_gain=19.8935 20.543 21.8157 18.9772 12.3624 16.3157 threshold=8.5876976612772236 6.9602043955360182 14.739493989220632 14.88524577860194 14.89098124964333 14.890362634532156 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.0099707683183247464 0.04941231389512564 -0.021862290875587508 -0.14269454568275805 0.0090340931586932061 -0.082592207025680001 0.056098275494792363 leaf_weight=415.47499625454657 7.5553937060758498 380.97458934762108 20.615976043811315 413.7117087225929 11.413036981090043 93.2266509688925 leaf_count=4520 95 10753 2368 45688 22677 4077 internal_value=0 -0.00881953 -0.0912449 -0.00578657 0.0161448 0.0185178 internal_weight=0 822.858 28.1714 794.686 520.115 508.702 internal_count=90178 58904 2463 56441 31274 8597 is_linear=0 shrinkage=0.1 Tree=725 num_leaves=8 num_cat=0 split_feature=4 3 0 10 2 7 10 split_gain=15.7469 17.2355 31.885 28.6503 4.45863 2.1826 1.23637 threshold=20.959836909431807 10.743367559408187 10.253594694284326 10.035832483882487 16.842328391286571 10.774987046665135 11.993471640699642 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0070613230327062088 -0.1241969179894875 -0.10649662934126281 -0.040829428106090596 0.028040267441962471 -0.041734824142821453 -0.054350973813842553 0.039104070806167235 leaf_weight=427.27496671756217 11.200728054680445 15.788981501325905 204.90757612741254 283.08194789771733 2.333151088183512 11.45403290809554 3.3924468699842691 leaf_count=71191 418 486 8628 9168 53 210 24 internal_value=0 0.000852809 -0.00850134 0.0206014 -0.0735024 -0.092674 0.00485519 internal_weight=0 931.053 632.183 298.871 28.3804 22.6548 5.7256 internal_count=90178 89473 79819 9654 705 628 77 is_linear=0 shrinkage=0.1 Tree=726 num_leaves=8 num_cat=0 split_feature=3 9 6 9 1 4 8 split_gain=11.3782 21.108 17.9589 19.0374 17.4403 13.0171 11.434 threshold=9.7613439623177971 9.1496190301800855 11.0024290428883 7.5672260585974813 10.227157027100999 14.500163517362751 14.913185407320695 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=0.0032478065115080488 0.020652980431736231 0.038125671357331664 -0.030757731303587988 -0.013614447138079114 0.08819784429359262 -0.0081363163017965003 0.051540718783358565 leaf_weight=1376.2428710436216 145.83718803474039 71.579788224029471 20.070116147537192 1302.3017696925453 51.27637627626973 374.4836789385954 89.024480676744133 leaf_count=30914 2919 2455 887 34279 665 17365 694 internal_value=0 0.0114183 -0.00332738 -0.0049526 0.0385803 -0.000643982 0.0362584 internal_weight=0 643.177 2787.64 2678.54 197.114 446.063 109.095 internal_count=90178 23404 66774 65193 3584 19820 1581 is_linear=0 shrinkage=0.1 Tree=727 num_leaves=8 num_cat=0 split_feature=0 7 10 0 0 10 6 split_gain=17.9538 25.442 22.1433 22.4667 11.8762 8.95076 5.55625 threshold=12.23938336501603 9.5146456435591951 10.035832483882487 9.432195732387969 10.105838082513316 11.551706501410372 10.947379852250364 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.00046616786530409695 0.0013037883095600225 0.068092723651098405 -0.034839361871076557 0.025227104065772138 -0.0024956483040929618 0.18187375504532988 -0.058234208450517494 leaf_weight=3387.9614929772961 3.3513594195355862 3.9468799327369188 265.01020127113225 377.33102267399772 198.33739107956899 14.548951611084702 11.117220490333237 leaf_count=51368 104 114 7798 13561 15681 282 1270 internal_value=0 0.0725709 -0.000425741 0.00211464 -0.0210297 0.149924 -0.0229574 internal_weight=0 32.9644 4228.64 3765.29 463.348 17.9003 15.0641 internal_count=90178 1770 88408 64929 23479 386 1384 is_linear=0 shrinkage=0.1 Tree=728 num_leaves=8 num_cat=0 split_feature=7 4 6 6 4 2 8 split_gain=18.6039 18.9516 22.5275 15.1086 6.96674 5.1275 3.44994 threshold=9.699684675872172 12.900618599293665 5.8449386424471648 8.346656223500764 18.35684664861796 15.497271748855688 14.929221475802182 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0066583760016709877 -0.075048895185680031 -0.054220984306513766 0.004382721791578871 -0.04372475472448431 0.021819535690029954 -0.057294155039665763 -0.035113599101961872 leaf_weight=439.51979953802947 37.036291180692388 65.76655505015151 3744.0337314262142 145.87934111258346 27.775206684976183 10.452997875712752 58.848623879661318 leaf_count=7868 10618 1143 63486 3761 1560 575 1167 internal_value=0 0.000782013 0.00335711 -0.015954 -0.0368906 -0.000722138 -0.0511543 internal_weight=0 4395.2 3809.8 585.399 134.113 38.2282 95.8849 internal_count=90178 76258 64629 11629 13920 2135 11785 is_linear=0 shrinkage=0.1 Tree=729 num_leaves=8 num_cat=0 split_feature=5 9 2 3 0 8 5 split_gain=14.2089 30.6562 18.6382 16.4005 13.6067 7.57783 4.14077 threshold=10.408931102912307 8.9004620830435499 13.714806311791465 10.946356498849108 10.642870333888316 14.771689466117605 9.967842824291635 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.029933693196296313 -0.024002208979598229 -0.072793027348321424 0.011310176964904403 -0.16210643514492129 -0.072508614748723707 -0.075725985353749012 -0.016855209722097159 leaf_weight=206.28893176956626 48.380834850075189 27.967449821898299 290.85151951015541 4.978152873227371 12.890904161642537 72.019538119147455 3.3019035826437175 leaf_count=13945 1406 9040 15181 88 435 49984 99 internal_value=0 -0.0125448 0.00372793 0.0181918 0.0236067 -0.0553106 -0.112241 internal_weight=0 439.219 318.819 227.46 219.18 120.4 8.28006 internal_count=90178 75611 24221 14567 14380 51390 187 is_linear=0 shrinkage=0.1 Tree=730 num_leaves=8 num_cat=0 split_feature=7 4 5 7 9 5 4 split_gain=9.16009 17.0358 13.1919 9.23062 8.52923 8.35478 1.96206 threshold=9.0025592892327015 18.290813434812268 12.682243822926011 4.3447456515966687 9.0562279573531903 11.665408354556964 19.714399874998094 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.00083858386136661861 -0.033320079257479401 -0.06236384528785404 0.036002024940807884 0.054126671342009061 -0.076738305199581844 0.017807999102559334 -0.005903334972709201 leaf_weight=2288.6607704614826 69.938680295214454 6.578017565191657 100.50691064593229 82.79266759259508 28.023540794974451 57.30190196946387 4.7214803971291976 leaf_count=63105 2347 361 4486 2738 14632 1899 610 internal_value=0 0.00233802 0.000725632 0.0449573 -0.022278 -0.0103356 -0.0670023 internal_weight=0 2478.54 2389.17 89.3707 159.986 127.241 32.745 internal_count=90178 70690 67591 3099 19488 4246 15242 is_linear=0 shrinkage=0.1 Tree=731 num_leaves=8 num_cat=0 split_feature=0 10 6 1 9 1 1 split_gain=7.46552 24.9938 19.2851 12.701 11.367 12.8482 6.11693 threshold=9.1343371727920246 9.5473869801447027 7.5224538144258704 9.286776974586946 8.2036851184921407 9.3600827269711875 8.8388619604968621 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.002618981109024917 -0.002036151492572769 -0.090257538456318426 0.064959515091351547 -0.03857283310872818 0.032507618963624363 -0.013219534179790562 -0.053332342652472345 leaf_weight=1826.9448664778604 32.957888643633851 7.8895088871195176 92.219182815724707 77.050859001642948 82.052223159250843 235.20853902641943 78.564807378121259 leaf_count=37565 1167 703 3341 2792 4940 35001 4669 internal_value=0 0.00350597 0.0519553 0.000932658 -0.0110178 -0.00132827 -0.0383258 internal_weight=0 2004.1 100.109 1904 428.783 317.261 111.523 internal_count=90178 44401 4044 40357 45777 39941 5836 is_linear=0 shrinkage=0.1 Tree=732 num_leaves=8 num_cat=0 split_feature=8 2 0 5 8 5 7 split_gain=9.9645 17.6002 10.596 18.3319 12.7901 4.42276 4.17683 threshold=14.792226499180844 6.6138718441837101 7.8812646291224651 10.637427323647822 14.893110676724056 13.438090200498062 10.070016020971469 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.0058353217589936814 0.0046023651898041279 -0.086276352751639696 0.031700557828383526 -0.00088281484940729927 -0.060341010681421538 0.10733377311443591 0.0064103713326980937 leaf_weight=12.507465891540052 63.455130430404097 36.58904722787338 207.00190691771968 1016.2052080485992 56.854014758755511 5.6379314661025992 5.4318274973156795 leaf_count=77 813 6326 11970 63715 6559 24 694 internal_value=0 -0.0394093 0.00186048 0.00465262 -0.0263321 0.0413308 -0.0744247 internal_weight=0 60.1663 1343.52 1223.21 120.309 18.1454 42.0209 internal_count=90178 7121 83057 75685 7372 101 7020 is_linear=0 shrinkage=0.1 Tree=733 num_leaves=7 num_cat=0 split_feature=6 8 2 5 3 8 split_gain=17.5374 16.5772 16.5301 14.1474 8.32335 4.16602 threshold=10.753432602737652 14.891696904234349 15.080868696050649 12.084061034218061 11.624448319718455 14.601153418519075 decision_type=2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=-0.0022071287488367704 -0.0082584934382295971 -0.084641597109873498 0.022965962460480337 0.0077116036347046023 -0.087480160976042734 -0.0957224518480536 leaf_weight=828.19070001004729 6.6412859717529491 19.651911472408528 379.69669342346606 54.494092448679567 10.017822873433486 35.318556123852886 leaf_count=14790 389 47594 14696 6806 3293 2610 internal_value=0 0.00420412 0.00571843 -0.0379216 -0.00818008 -0.0823934 internal_weight=0 1227.54 1207.89 106.472 64.5119 41.9598 internal_count=90178 77080 29486 13098 10099 2999 is_linear=0 shrinkage=0.1 Tree=734 num_leaves=8 num_cat=0 split_feature=8 9 8 0 5 5 4 split_gain=15.8728 34.4724 25.8572 35.846 30.2907 9.66254 9.61125 threshold=14.915702871152954 10.719321924799104 14.927118777216934 10.674023846572569 12.210393308066189 12.851891156868666 18.495626961458719 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.038858370813578832 0.035944218057825786 0.055653292130743742 -0.080904254502272649 -0.025155524831209454 -0.0016553854236600878 -0.1007511934782738 -0.038070791204717687 leaf_weight=89.977373897073448 350.49951368586335 46.777352109791536 60.405299628318971 131.29675762876286 225.00215096098327 35.534044995208205 13.416399369794815 leaf_count=43253 12717 3091 20337 3968 3790 2442 580 internal_value=0 -0.0273477 0.00516049 0.019276 -0.018652 -0.057039 0.0344827 internal_weight=0 185.705 767.204 481.796 285.407 125.511 60.1938 internal_count=90178 49366 40812 16685 24127 45695 3671 is_linear=0 shrinkage=0.1 Tree=735 num_leaves=8 num_cat=0 split_feature=0 8 9 9 1 0 3 split_gain=11.4281 53.0276 50.8331 36.1965 22.4719 21.2565 15.9903 threshold=8.5646247950358703 14.928467349856767 7.554378062205676 7.3264562349269147 8.8709870479635757 9.0320759176295606 7.5962174749703495 decision_type=2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=0.012811850721620331 0.013379454709027534 -0.011014334539247236 -0.022734964467374948 -0.042435861779558159 0.070463680626250497 0.0032197206785693055 -0.060184640347173093 leaf_weight=739.98472589893208 130.66700728241995 97.990031153894961 393.86566765390307 140.18931449118827 146.40129363298183 1569.9373148993618 205.85982351214625 leaf_count=13812 3343 991 9390 2797 2715 48434 8696 internal_value=0 -0.00847088 0.0036705 0.00397412 0.0436874 -0.00199474 -0.0444156 internal_weight=0 1184.02 2240.87 880.174 277.068 1963.8 303.85 internal_count=90178 26296 63882 16609 6058 57824 9687 is_linear=0 shrinkage=0.1 Tree=736 num_leaves=6 num_cat=0 split_feature=8 6 3 8 0 split_gain=16.9929 16.4896 23.2979 14.9901 3.3592 threshold=14.914060284370994 9.3173683923343713 9.0781409062988576 14.937791608657685 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.085741614999856386 -2.6303680462870609e-05 -0.017699081562773829 0.022678015546176121 0.042906320106122227 0.031161641429450878 leaf_weight=26.02326765742237 3030.9324329269584 624.46628400446025 530.16437297059747 42.71917161764577 2.2049213134632728 leaf_count=47188 22693 14586 4629 679 403 internal_value=0 0.000655348 0.00335926 -0.0137602 -0.0758565 internal_weight=0 4228.28 3561.1 667.185 28.2282 internal_count=90178 42587 27322 15265 47591 is_linear=0 shrinkage=0.1 Tree=737 num_leaves=8 num_cat=0 split_feature=0 4 6 10 1 8 1 split_gain=19.0498 30.9676 29.2089 29.0494 43.483 27.4078 23.9536 threshold=8.5416360423644822 13.805535355096474 8.2457889140767495 9.3322120462446776 9.2151832224055941 14.92740058012337 9.3492030381941884 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.051759417218387144 -0.011095894470778387 0.0054500502137703934 0.037964759342100113 0.031726905880931432 -0.072854053222835558 3.9867740874212148e-05 -0.0024628682737306224 leaf_weight=129.08204428910904 922.7198044780489 810.74929666905518 418.43139193152456 239.13614394993965 129.17871888693935 475.65681016608141 1396.4568822751517 leaf_count=6290 17971 10322 5757 2821 2968 3217 40832 internal_value=0 0.00743015 0.0165404 -0.00578634 -0.0187421 -0.0110839 0.00255227 internal_weight=0 1833.92 1229.18 2687.49 1051.9 604.739 1635.59 internal_count=90178 25586 16079 64592 20939 9507 43653 is_linear=0 shrinkage=0.1 Tree=738 num_leaves=7 num_cat=0 split_feature=4 2 4 8 8 1 split_gain=12.5007 11.7705 10.8915 10.3143 3.4002 1.1 threshold=19.714399874998094 15.462696353196948 12.380491490210838 14.285776060475134 14.720838954779337 11.4059079734074 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.026600674943629561 0.030932814086804053 -0.038607855321990868 0.025968619452547977 -0.017047767403802212 -0.099902831473983697 -0.046376021377331517 leaf_weight=63.896685738407541 2.5283516682684448 28.849650635474973 213.04944791143316 327.42921874148624 13.695270916459778 9.2689367544044199 leaf_count=858 34 1696 16637 69223 1210 520 internal_value=0 0.000841103 0.0181398 -0.0098711 -0.0692719 -0.0811348 internal_weight=0 633.225 241.899 391.326 25.4926 22.9642 internal_count=90178 88414 18333 70081 1764 1730 is_linear=0 shrinkage=0.1 Tree=739 num_leaves=7 num_cat=0 split_feature=4 8 2 10 1 1 split_gain=9.04505 10.5947 14.6355 12.0733 2.02489 1.92472 threshold=6.2674495412130637 14.390433651313669 13.052656313211147 7.9825473702386196 10.247081588430721 7.5754150635758029 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.024266109512861081 -0.047078420448395539 -0.054703627704315839 0.001620296158707538 0.082859739433360002 0.019005055869833743 -0.10192589289982745 leaf_weight=5.4461786170868498 8.6195201403752417 45.989605715516063 2533.3096357883182 29.502732846318395 2.0240809837632687 10.753920226841727 leaf_count=226 191 9507 78674 1017 159 404 internal_value=0 0.00137885 0.000595214 0.053028 -0.0674661 -0.0787468 internal_weight=0 2617.42 2579.3 38.1223 18.2242 16.2001 internal_count=90178 89389 88181 1208 789 630 is_linear=0 shrinkage=0.1 Tree=740 num_leaves=8 num_cat=0 split_feature=8 8 8 8 8 8 3 split_gain=8.21747 11.15 11.8927 9.7407 15.1991 9.70994 7.48034 threshold=14.67823852713458 14.601153418519075 14.572237689267261 14.781556778141429 14.81036057168097 14.771689466117605 9.0077009019155181 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.026351830941579786 -0.0091162235931285512 0.09090447488170704 -0.037568167440714062 0.049781347763981722 -0.0011024055270211384 -0.097288084735535615 -0.0039366596600381911 leaf_weight=97.686055383099301 32.922915141647536 30.612364217173308 40.312605416143924 59.360345424684056 2137.0806231671536 19.358749021077529 11.175576596971949 leaf_count=2506 1775 309 1065 1065 82347 355 756 internal_value=0 0.0214302 0.00754338 -0.000729923 0.000294792 -0.0429775 0.0660414 internal_weight=0 179.787 137.999 2248.72 2196.44 52.2817 41.7879 internal_count=90178 4636 3571 85542 83412 2130 1065 is_linear=0 shrinkage=0.1 Tree=741 num_leaves=7 num_cat=0 split_feature=8 8 3 4 2 8 split_gain=9.84314 9.77341 22.9656 16.0139 3.81499 1.34634 threshold=14.91888241682727 14.874443652260416 9.696672929875886 11.813037144765923 12.880374407927007 14.926867895088117 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.051988502915574691 0.05664969732679348 0.042795939839182839 0.019438129542323681 0.000857888561051199 -0.081375288810254798 -0.028634786803980884 leaf_weight=101.03839136493843 2.3388327520060583 98.341632548952475 79.81411707812731 1091.4487396627101 19.286924391439243 3.2197190244296507 leaf_count=5621 2610 2243 6115 40002 33014 573 internal_value=0 0.00106053 -0.0205328 0.00435729 -0.0612309 0.0104159 internal_weight=0 1370.64 180.853 1189.79 24.8455 5.55855 internal_count=90178 53981 11736 42245 36197 3183 is_linear=0 shrinkage=0.1 Tree=742 num_leaves=8 num_cat=0 split_feature=3 5 9 10 8 10 6 split_gain=17.6436 20.1576 17.5604 10.1384 8.25819 1.16294 0.0490876 threshold=8.3815884814088726 9.9384965954451534 6.9602043955360182 6.4024571332175748 14.89098124964333 7.8993213645752016 5.518791101331245 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.04007085913922559 -0.020656792298330125 -0.066230748119268212 -0.0010106774167281964 0.023295131141397526 -0.078922486461385333 -0.09835898723719072 -0.096301280300496006 leaf_weight=2.4022019113253901 2.7553472877916674 42.338998134273425 871.02276624781621 371.39629853470251 7.1198008374121846 23.567475579969368 5.6923774651586427 leaf_count=121 180 4150 60162 5871 16598 2932 164 internal_value=0 -0.00663954 -0.00410309 0.018713 0.0211696 -0.0912792 -0.0858548 internal_weight=0 939.685 913.362 386.611 378.516 26.3228 8.09458 internal_count=90178 67424 64312 22754 22469 3112 285 is_linear=0 shrinkage=0.1 Tree=743 num_leaves=8 num_cat=0 split_feature=8 9 0 6 8 8 2 split_gain=15.0827 21.1661 18.3047 43.5475 24.1893 9.49352 1.89561 threshold=14.90208336904397 10.719321924799104 11.883054026862572 11.96998372423699 14.930601328590186 14.877113625005363 9.5580834386043634 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.00025177110871109652 0.01452748587847915 -0.084080876826811521 -0.13175014373648794 0.011966316621038106 -0.03654846807491851 0.052827263228635714 -0.089044571889366236 leaf_weight=2.5448450479161684 674.58691120778894 5.4912800064121283 31.929085888550617 58.202846869127825 106.50356314130477 22.687366416928853 44.375912843502647 leaf_count=207 30133 848 449 1648 15327 897 40669 internal_value=0 -0.0438351 0.00258594 -0.0398321 0.00752533 0.0241802 -0.0843345 internal_weight=0 75.0994 871.222 90.1319 781.09 28.1786 46.9208 internal_count=90178 42621 47557 2097 45460 1745 40876 is_linear=0 shrinkage=0.1 Tree=744 num_leaves=8 num_cat=0 split_feature=2 7 6 5 9 9 2 split_gain=11.187 19.4377 17.2227 8.32219 9.90608 7.28147 4.17104 threshold=14.128656476379684 3.1412421616204909 5.8449386424471648 14.505780274321966 10.831218400278873 6.4104671060968021 14.74875488459902 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.013119294313620892 0.011520311840029496 0.052161298784473759 -0.0067108400601351582 0.10947253761061888 -0.015360158183681236 0.011709612025795735 0.057534462470455419 leaf_weight=141.03576261590933 30.487764311488718 49.751580715295859 2397.957216529896 16.276741167996082 9.7069629239267652 703.59923123565386 57.934150953471544 leaf_count=1835 572 699 65757 204 732 19263 1116 internal_value=0 -0.00382253 -0.00549341 0.00930917 0.0639967 0.00755311 0.0419751 internal_weight=0 2536.13 2447.71 870.619 25.9837 844.635 88.4219 internal_count=90178 68144 66456 22034 936 21098 1688 is_linear=0 shrinkage=0.1 Tree=745 num_leaves=8 num_cat=0 split_feature=10 9 8 5 3 10 9 split_gain=16.6525 25.0709 28.2909 18.0898 17.935 19.7874 14.7398 threshold=8.389935938089641 7.0845811148281763 14.930030112180424 10.045533021525349 7.5962174749703495 7.1480778184950475 6.4969619971819474 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.038181057384660121 0.074284587446086237 -0.013321007308904355 0.0077999486141691263 -0.026944655373921239 -0.0024197962631174103 -0.037665416937174949 0.028033609969853841 leaf_weight=46.366370740688581 17.354929108420038 966.75906615276926 1838.9356514072279 500.20512488710301 229.02089524956682 125.2963493885054 517.24696558971664 leaf_count=838 194 56971 11602 6476 2636 1672 9789 internal_value=0 -0.00321318 0.000520141 -0.0234135 0.0119957 -0.0170767 0.0186971 internal_weight=0 3323.25 2805.69 517.56 917.931 171.663 746.268 internal_count=90178 75243 68573 6670 14935 2510 12425 is_linear=0 shrinkage=0.1 Tree=746 num_leaves=8 num_cat=0 split_feature=7 2 8 9 8 5 6 split_gain=17.8677 25.597 31.0996 24.1831 18.5179 25.9468 24.1509 threshold=6.829500617996918 14.62432540856682 14.934791482392962 5.9991806917619623 14.93042045828112 10.923793559294099 9.2988018719300332 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.052102286749020954 -0.0080610856706973058 0.015573222519592964 -0.041814330454767089 -0.010454212500806569 -0.038340674934572334 0.0089775060832616958 -0.046247048486041345 leaf_weight=64.440294580272166 530.42420013336596 1598.6467099792826 99.407374002039433 1113.0341620982872 137.14173719358223 718.29783672498888 240.1944952011263 leaf_count=821 18081 22538 658 17093 1694 4984 24309 internal_value=0 0.00433732 0.012191 -0.00698934 -0.00877494 0.00135567 -0.0200078 internal_weight=0 2875.53 1698.05 1177.47 1626.06 855.44 770.619 internal_count=90178 41110 23196 17914 49068 6678 42390 is_linear=0 shrinkage=0.1 Tree=747 num_leaves=8 num_cat=0 split_feature=5 7 7 3 8 8 2 split_gain=13.5159 13.858 18.3638 5.51849 9.23765 4.51189 2.71145 threshold=12.507091176668071 11.947835852282278 8.4179526480333653 11.138912155123423 14.841551936526161 14.820894537509451 16.451576983438169 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0086865645999345178 -0.081420909200295044 0.0093925616258721742 0.027645988413056783 0.11746043913431817 -0.056064705506603953 -0.09691122340946895 0.013092358193089236 leaf_weight=362.1614073336109 31.43343038408193 4.9078827293124077 224.54554096004176 3.7861414996441436 7.5560168602669364 17.117243349819546 3.0669834588879885 leaf_count=59843 10472 141 12822 39 5855 691 315 internal_value=0 0.00226416 0.00524208 -0.0534774 0.00668374 -0.0738443 -0.0728868 internal_weight=0 608.732 586.707 45.8426 11.3422 22.0251 34.5004 internal_count=90178 73497 72665 16681 5894 832 10787 is_linear=0 shrinkage=0.1 Tree=748 num_leaves=8 num_cat=0 split_feature=9 1 3 9 8 3 5 split_gain=8.98211 20.649 15.1667 13.9451 13.0492 12.7294 2.6542 threshold=6.6900083761563112 8.2831769242572211 7.555671347408925 7.0015175062705408 14.905998535555076 8.0527908182990515 11.324260268328155 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0030472313692655835 -0.0055846894359950156 0.070396123682909817 0.001754791108890456 -0.040617097404228107 -0.09246036220779795 0.03583006011231242 0.020491613886143973 leaf_weight=316.48017754592001 262.78609329931351 31.84515542625013 1617.6789691243821 199.69327244839678 12.896915599179918 188.48496757587418 2.0672033879163783 leaf_count=2276 3225 1552 73233 3977 4448 1031 436 internal_value=0 -0.00211648 0.00312181 -0.0207663 0.0125442 0.0153305 -0.0765505 internal_weight=0 2112 1649.52 462.479 519.929 504.965 14.9641 internal_count=90178 81987 74785 7202 8191 3307 4884 is_linear=0 shrinkage=0.1 Tree=749 num_leaves=8 num_cat=0 split_feature=8 6 5 1 1 3 4 split_gain=8.04466 16.2717 7.92737 31.3595 8.4745 6.11426 2.3537 threshold=14.902767949361744 8.5496677926746383 10.208681107860786 7.6952505416976464 10.044293479915721 7.4644649240909082 14.972582351770493 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.011165206021451749 -0.042973528753623674 0.12117219669795308 0.0062192109627224063 -0.057238804984867324 -0.024474775285761065 -0.0008966212085781746 -0.086226993937679602 leaf_weight=190.35674780467525 33.322885736804324 3.2986908649581883 1887.6013631187234 102.22896235173903 93.476306459982879 89.984049019134886 24.501600680372803 leaf_count=1309 12021 473 27958 4936 8773 25148 9560 internal_value=0 -0.0212653 0.00248879 -0.0128486 0.00475931 0.00465943 -0.0624553 internal_weight=0 151.107 2273.66 292.586 1981.08 93.2827 57.8245 internal_count=90178 47202 42976 6245 36731 25621 21581 is_linear=0 shrinkage=0.1 Tree=750 num_leaves=8 num_cat=0 split_feature=6 2 7 0 7 2 1 split_gain=9.28159 15.9659 15.5875 19.6625 13.7494 13.5881 5.89515 threshold=6.7270581027060787 14.313389505619282 1.0000000180025095e-35 7.9000271859942659 6.0288912755714401 16.599619673656793 10.044293479915721 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.018812907947721381 0.10830624362907665 0.084826388728871716 -0.062480157426515109 -0.0022630465916525671 0.048403125415756809 -0.089637360556639512 0.014025986621454788 leaf_weight=93.61584031937673 15.61187395846355 45.137266959218323 55.990761461813236 1119.4496768454346 43.865790019313863 4.1295937199574828 11.599638507723283 leaf_count=2597 645 3287 5169 77054 1027 77 322 internal_value=0 0.0204822 -0.00342336 -0.00518209 0.00282814 0.0687104 0.0700385 internal_weight=0 186.748 1202.65 1175.44 137.482 49.2669 27.2115 internal_count=90178 6988 83190 82223 3624 3364 967 is_linear=0 shrinkage=0.1 Tree=751 num_leaves=8 num_cat=0 split_feature=4 5 8 8 5 1 5 split_gain=19.1465 19.3877 16.1448 20.9089 9.97877 6.87799 2.58649 threshold=16.937435596118046 11.824289399418282 14.390433651313669 14.601153418519075 13.635837220905737 9.8487940049487257 11.117616444070858 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.028084633490428654 -0.039833193160886765 -0.011767922581373984 0.046396383784061024 0.0033114809606446696 0.055430963722113362 -0.097834013907198633 -0.094655917303883758 leaf_weight=10.828424926803565 83.67458549090793 127.67352212432525 127.76118227002735 901.08351469957506 25.679948326946942 27.520210636231468 15.447390162269583 leaf_count=1077 5776 6806 1917 68217 2857 3269 259 internal_value=0 -0.023342 0.00669644 0.00870159 -0.000228857 -0.0549322 -0.069257 internal_weight=0 264.548 1055.12 1028.84 153.353 111.195 26.2758 internal_count=90178 18708 71470 70134 9663 9045 1336 is_linear=0 shrinkage=0.1 Tree=752 num_leaves=7 num_cat=0 split_feature=4 4 9 9 8 8 split_gain=14.7092 14.7213 15.3483 7.30704 1.91838 0.0882123 threshold=11.208036567932256 19.992260924989491 8.4535251256813542 11.106252811926138 14.929694358852027 14.925762802849045 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.10942522506357505 -0.029747229419688444 -0.079679755069147831 0.0090631477983833739 -0.0072060473831095989 -0.0093017113883391879 -0.055298446206622026 leaf_weight=11.796668655088071 116.98328422872191 31.581726965720009 746.89168676679219 24.65573175073223 2.9534532537581972 3.8771867870309498 leaf_count=3555 49732 1051 34352 360 733 395 internal_value=0 0.000529356 0.00377925 -0.0485867 -0.0869581 -0.100156 internal_weight=0 920.112 863.875 56.2375 18.6273 15.6739 internal_count=90178 85495 84084 1411 4683 3950 is_linear=0 shrinkage=0.1 Tree=753 num_leaves=8 num_cat=0 split_feature=3 8 10 8 9 8 9 split_gain=9.97876 16.7542 19.0274 15.1707 20.9355 14.6639 11.7039 threshold=6.7046708222886204 14.92908783461008 8.2124917739664038 14.931609817309598 8.2481486471666035 14.899147067329563 7.1773235865064811 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.023473859155201372 -0.023401750139472582 -0.036070842954064736 0.094979839184983303 -0.041022764872337421 0.0077446927110551324 0.0030634732778083893 -0.081324124147544086 leaf_weight=26.876751783012878 225.87489317973086 13.950397746637462 45.528418581932783 209.94162473548204 150.60220629681135 2711.4767873880046 16.319890481681796 leaf_count=213 39903 128 222 8160 2877 38494 181 internal_value=0 0.0301502 0.0641545 -0.00135772 -0.0206871 0.00102109 -0.0170635 internal_weight=0 102.675 59.4788 3297.9 360.544 2937.35 43.1966 internal_count=90178 744 350 89434 11037 78397 394 is_linear=0 shrinkage=0.1 Tree=754 num_leaves=8 num_cat=0 split_feature=10 6 0 0 5 10 5 split_gain=15.5806 28.9188 44.7068 22.7097 23.7137 22.9162 14.8419 threshold=8.772209286679761 7.0042513114173532 8.6867439401881672 8.1439997035929821 12.021004402741793 7.9283903791433756 12.682243822926011 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.017786280755066112 0.035363193661507732 -0.031602293775402288 -2.5015278949343408e-05 0.025192805656229569 -0.048426337519632323 -0.015574859805833617 -0.045397816572853578 leaf_weight=327.96131846761637 228.1755038880965 602.3333945399645 1745.4861558001539 700.44063846515746 45.754033442473883 549.4763494531835 24.405599304718635 leaf_count=5550 2970 8908 52724 12632 975 6073 346 internal_value=0 -0.00467417 -0.00813618 0.00780764 0.02062 -0.00309936 0.0274114 internal_weight=0 2600.4 2347.82 1623.63 746.195 877.438 252.581 internal_count=90178 64948 61632 25230 13607 11623 3316 is_linear=0 shrinkage=0.1 Tree=755 num_leaves=8 num_cat=0 split_feature=0 10 1 1 10 5 8 split_gain=16.7241 31.0479 30.7423 27.9686 22.1716 22.4183 20.8752 threshold=8.0428628054091664 8.8058158888118907 6.9839293176881982 8.8709870479635757 8.28969294342407 10.045533021525349 14.92740058012337 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.052887908799640629 0.21456967330020002 0.028986660407987065 -0.023359597455123986 -0.0020998002360307034 -0.049601065257290571 0.037338131829353131 0.0068277088439092082 leaf_weight=69.592102375943796 4.4794363483233601 324.19273898908432 731.50832858447939 2630.0793142861767 31.535959180495411 350.46336095646257 342.00589523883536 leaf_count=5170 229 3851 16079 58633 283 3665 2268 internal_value=0 -0.0032601 -0.0216223 0.00132019 0.012733 0.0300501 -0.00337259 internal_weight=0 3690.26 735.988 2954.27 793.597 381.999 411.598 internal_count=90178 78792 16308 62484 11386 3948 7438 is_linear=0 shrinkage=0.1 Tree=756 num_leaves=8 num_cat=0 split_feature=5 3 0 5 6 0 3 split_gain=12.5769 17.4641 12.7728 23.0756 16.6731 10.9131 4.72543 threshold=11.107635011826856 10.102856416881361 9.0763731546614093 9.967842824291635 11.494353001403443 10.311527917785876 7.6295525221584652 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.022227541956176908 0.062152938428150645 -0.044322751418089369 0.028019321360047714 -0.062047472153394345 -0.06411868253431395 0.021905973347931103 -0.052041112962470749 leaf_weight=69.297362346282171 2.9390197333568713 32.283167717401739 257.64455746209569 59.550144914388511 20.314846019740799 97.647717133551851 108.81058693495788 leaf_count=3629 1682 2957 12082 20240 626 10093 38869 internal_value=0 -0.0197135 0.00903839 -0.0169002 0.0210796 0.00523767 -0.0485132 internal_weight=0 241.68 406.807 128.848 277.959 129.931 111.75 internal_count=90178 53601 36577 23869 12708 13050 40551 is_linear=0 shrinkage=0.1 Tree=757 num_leaves=6 num_cat=0 split_feature=8 7 5 8 1 split_gain=8.77222 8.37991 11.4566 9.7225 0.212738 threshold=14.923390718400364 5.1249025554662744 13.909365400813877 14.572237689267261 10.027556442901199 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.032169938802058332 -0.08202544394277278 0.0031426260619057916 0.074268479360128134 -0.015537369729431948 -0.026295620524134446 leaf_weight=46.522032203487015 11.700699803923042 2119.5366944175662 21.893933735464088 426.59145657481804 2.0126353914113215 leaf_count=1173 23109 50632 2615 6661 5988 internal_value=0 0.00124237 0.00390414 -0.0107883 -0.0761894 internal_weight=0 2614.54 2141.43 473.113 13.7133 internal_count=90178 61081 53247 7834 29097 is_linear=0 shrinkage=0.1 Tree=758 num_leaves=5 num_cat=0 split_feature=8 2 9 1 split_gain=7.73282 7.75526 13.5222 10.2036 threshold=14.913676627498663 14.75797151543375 10.897746077553387 8.6564377354731352 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0056603813284819568 -0.081135993170875997 0.015707664398828692 0.1179480040633379 -0.0021588966005475999 leaf_weight=1123.6407824636553 10.423489972166861 631.00172318298428 7.921850775324855 646.33013209798082 leaf_count=17421 42942 5266 2244 22305 internal_value=0 0.00133457 -0.00469164 0.00667256 internal_weight=0 2408.89 1131.56 1277.33 internal_count=90178 47236 19665 27571 is_linear=0 shrinkage=0.1 Tree=759 num_leaves=8 num_cat=0 split_feature=6 8 2 9 5 2 3 split_gain=8.83196 11.8249 17.686 14.6658 5.51532 4.3813 3.51583 threshold=15.120249453586034 14.877113625005363 13.199148456059392 11.267337392416559 12.311168924783212 14.580508541231625 10.946356498849108 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.014061983512583488 0.046114581732376585 0.0049887707394828743 -0.048879137257890587 -0.044411098826038775 0.080304751548895908 0.18184069117429946 -0.029490872715613983 leaf_weight=72.018903222051449 6.2703558759531024 1114.4741437562188 114.90209337549459 62.521755835232398 3.5226850791186717 4.0862617630336899 7.274227783889728 leaf_count=983 80 73792 11035 4014 47 37 190 internal_value=0 -0.00138809 -0.0246827 0.00232919 0.0622627 0.110963 0.0101026 internal_weight=0 1363.92 186.921 1177 21.1535 10.3566 10.7969 internal_count=90178 89824 12018 77806 354 117 237 is_linear=0 shrinkage=0.1 Tree=760 num_leaves=8 num_cat=0 split_feature=3 5 8 9 9 6 5 split_gain=16.4267 15.19 17.4333 14.5642 12.1314 11.9938 9.93766 threshold=9.9174808637034921 9.9384965954451534 14.888650765397751 10.719321924799104 7.2904293355404031 12.567011086365296 13.635837220905737 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.0088922558159892345 -0.061183880416601624 -0.0023952097908861701 0.023580206165610379 0.036985680543337229 -0.096192078784619703 -0.08021634256342737 0.0316870499595217 leaf_weight=44.243164035640802 95.055089820697503 665.10122104657057 421.34757464759309 42.567661982698155 24.069015076867345 9.9409337272186331 12.467780521071289 leaf_count=2478 12164 6397 57974 3933 2410 3014 1808 internal_value=0 0.00480189 0.00769102 -0.0292895 -0.0405954 0.0137125 -0.0502223 internal_weight=0 1154.76 1086.45 160.031 68.3122 52.5086 107.523 internal_count=90178 69259 64371 20919 4888 6947 13972 is_linear=0 shrinkage=0.1 Tree=761 num_leaves=7 num_cat=0 split_feature=6 9 0 7 9 7 split_gain=14.1573 14.908 36.374 4.48307 2.23215 1.61364 threshold=6.9765824621745844 7.9342042901822838 8.9000105172020767 8.3560320943226589 7.9463781022666558 9.7461834386484885 decision_type=2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.022233890459344614 -0.073975846349427124 0.1093964671686851 -0.0004203650556157399 -0.12744020949323992 -0.057129065539364567 -0.0059547608051364748 leaf_weight=4.016130213770345 27.372242804680813 30.27815972787721 844.63031855209465 8.6318751042654167 14.331934438642746 4.186262972606527 leaf_count=7182 33555 1302 45252 532 1752 603 internal_value=0 0.001032 0.00350065 -0.0711888 -0.0395063 -0.0654128 internal_weight=0 906.467 874.908 26.9799 18.3481 31.5585 internal_count=90178 80712 46554 9466 8934 34158 is_linear=0 shrinkage=0.1 Tree=762 num_leaves=8 num_cat=0 split_feature=2 7 7 0 9 5 4 split_gain=10.0658 14.6989 13.2097 12.1211 11.5165 6.53777 5.88734 threshold=14.013900857802197 3.3447386312324041 6.0867599660916794 8.6439846803498188 9.1734369723927607 8.5716343871812661 13.232000316649193 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.053231516565778229 0.0061433657028545172 -0.015250945586202578 0.00021587240109511782 0.03803713480542948 0.0018371285406019002 -0.0055937254233233633 0.053784727852105599 leaf_weight=18.938519812654704 46.022081797855208 810.90911775814311 1726.1542569300073 211.37414356140653 150.10229934948438 359.98399002340739 59.303991724853404 leaf_count=172 1065 19239 49381 3817 9743 5817 944 internal_value=0 -0.00320695 -0.00473177 0.00997818 0.0230517 -0.00252127 0.0332215 internal_weight=0 2642.39 2537.06 740.399 361.476 378.923 105.326 internal_count=90178 70629 68620 19549 13560 5989 2009 is_linear=0 shrinkage=0.1 Tree=763 num_leaves=6 num_cat=0 split_feature=8 3 5 2 0 split_gain=15.1845 15.8695 20.6871 18.3779 3.29248 threshold=14.914060284370994 11.479174892240597 13.002133465885111 15.521201076641061 12.907788471437533 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.085421739523388773 0.0016397105385890906 0.13650214458211146 -0.031420099161763047 -0.013789523575482585 0.030504927404474965 leaf_weight=23.712702842945877 3941.5305840129895 17.303606268318621 197.82327158838052 14.344804908789227 2.2222432056732933 leaf_count=47188 34426 2146 5338 677 403 internal_value=0 0.000600298 5.25467e-05 0.0700458 -0.0747248 internal_weight=0 4171 4139.35 31.6484 25.9349 internal_count=90178 42587 39764 2823 47591 is_linear=0 shrinkage=0.1 Tree=764 num_leaves=8 num_cat=0 split_feature=8 2 9 0 1 3 0 split_gain=16.7241 17.0955 24.4485 24.2299 11.5885 9.31199 6.05932 threshold=14.907335691510722 14.202567008527577 10.371320686656171 7.7372540698138659 6.7811729855112457 11.951487375877063 7.844908726284209 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.061564285061667404 -0.015640804854670717 0.038913955868101854 0.14153465662964557 0.0012040884807249484 -0.082968079582581247 0.10220964838720439 0.11684653542441754 leaf_weight=2.1074385665415312 736.92991134629119 178.17485595331527 9.0386820418498228 3476.6071868555737 44.986208653466747 2.0581383173448549 4.6548055229650345 leaf_count=270 10416 1336 4802 29228 43345 592 189 internal_value=0 0.000235986 -0.0135494 0.00305263 -0.055347 -0.072908 0.060477 internal_weight=0 4400.75 745.969 3654.78 53.8066 47.0443 6.76224 internal_count=90178 45782 15218 30564 44396 43937 459 is_linear=0 shrinkage=0.1 Tree=765 num_leaves=6 num_cat=0 split_feature=8 8 4 3 3 split_gain=12.2367 14.6013 24.4349 7.48453 1.56476 threshold=14.937791608657685 14.755543580320479 12.380491490210838 6.9371990863841182 9.0474640563086428 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.062466295308956081 0.0042177601310105757 -0.10111276935097675 -0.0080118596560515114 0.022452814552166106 0.099201208596641277 leaf_weight=10.020293123030568 2.102306640448659 29.388966588938729 393.491840825905 191.43438001639151 12.180077110911951 leaf_count=183 427 6800 76260 5873 635 internal_value=0 -0.00415941 -0.0147054 0.0179413 0.0864109 internal_weight=0 624.335 422.881 201.455 14.2824 internal_count=90178 89116 83060 6056 1062 is_linear=0 shrinkage=0.1 Tree=766 num_leaves=8 num_cat=0 split_feature=9 5 7 4 3 4 6 split_gain=9.98054 14.909 13.5516 12.2499 10.6156 8.3634 7.79802 threshold=7.921536235168678 11.735523885049423 5.9543022019664429 16.841379823687735 9.1322750842111429 19.714399874998094 8.6800766024657499 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0096766645246751711 -0.036474887364644375 -0.026335210032754016 0.0067584669641241497 0.03257329650899099 0.033316381600985295 0.086148321468386413 0.01023571605764579 leaf_weight=769.39299105695136 193.35277096089294 75.105516728823204 1084.1138527654475 74.358846774948688 173.95371083714053 4.802748280447303 248.33632293510709 leaf_count=15950 22037 4618 21190 1233 2833 425 21892 internal_value=0 -0.01156 0.00388164 -0.00591907 0.0104542 -0.0330852 0.00168869 internal_weight=0 521.597 2101.82 843.752 1258.07 198.156 323.442 internal_count=90178 48972 41206 17183 24023 22462 26510 is_linear=0 shrinkage=0.1 Tree=767 num_leaves=8 num_cat=0 split_feature=8 8 8 8 8 8 3 split_gain=7.72051 9.18179 9.40619 8.38275 12.2226 8.4347 6.5418 threshold=14.67823852713458 14.601153418519075 14.572237689267261 14.781556778141429 14.81036057168097 14.771689466117605 9.0077009019155181 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.024820325860348619 -0.0086613111629301031 0.085999684172326452 -0.032993432365324787 0.044640561909412138 -0.0010095905914412286 -0.091524847627202435 -0.0034842061219096925 leaf_weight=97.319120431653118 32.750723495042621 29.5095036146231 38.467271941259241 59.314735868829302 2125.6754789939823 18.888757242319116 11.053966605584717 leaf_count=2506 1775 309 1065 1065 82347 355 756 internal_value=0 0.0209753 0.00832065 -0.000700397 0.000249503 -0.0401342 0.0621173 internal_weight=0 176.35 135.786 2236.63 2184.99 51.6395 40.5635 internal_count=90178 4636 3571 85542 83412 2130 1065 is_linear=0 shrinkage=0.1 Tree=768 num_leaves=8 num_cat=0 split_feature=0 2 8 7 2 9 8 split_gain=9.14256 28.4306 18.3659 18.1699 13.2211 27.3052 15.6969 threshold=9.9905076069232894 14.898485083876347 14.877113625005363 3.8157480877757179 13.8220490143545 10.607692509534585 14.890157152163896 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.038877593594646993 0.03328762576534456 0.076941849171489107 0.0083799991302361248 -0.050501164479963973 0.00076446392136242109 -0.056602443325807356 0.046215137848632612 leaf_weight=92.616342411874939 63.043399935799243 11.129018160405392 675.79402735129952 163.26624747568894 152.81763122936172 70.654317384927708 150.20305788406449 leaf_count=3510 3047 1163 34285 28518 6245 5164 8246 internal_value=0 -0.00564783 0.00264093 -0.0419761 0.0118375 -0.0142835 0.0233716 internal_weight=0 942.806 768.41 174.395 436.718 133.698 303.021 internal_count=90178 67476 37795 29681 22702 8211 14491 is_linear=0 shrinkage=0.1 Tree=769 num_leaves=8 num_cat=0 split_feature=4 5 7 8 8 0 8 split_gain=16.1534 14.9695 14.1242 14.0202 12.9625 7.03355 4.64856 threshold=16.913760297453241 11.138666290884771 2.5025773517038084 14.891696904234349 14.890560407866088 8.1031199673736882 14.874443652260416 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.0054649537882098913 -0.026931851693910821 -0.0033303638971959731 0.010152118741487548 -0.083476618672946645 -0.098791258123872933 -0.081809239974894421 -0.093196851293135513 leaf_weight=22.68882670243579 17.22254429564066 201.33264330250677 977.37450333160814 15.267755725061077 14.313045501768555 25.155246953469032 31.755959103584814 leaf_count=832 1458 3686 24983 44105 9920 1197 3997 internal_value=0 -0.0215724 0.00605423 0.00862946 -0.0100931 -0.046458 -0.0709009 internal_weight=0 264.624 1040.49 992.642 215.646 47.8441 48.9785 internal_count=90178 19061 71117 69088 13606 2029 5455 is_linear=0 shrinkage=0.1 Tree=770 num_leaves=8 num_cat=0 split_feature=8 9 0 7 8 8 9 split_gain=13.5191 18.6575 16.7089 43.8449 30.8263 8.02085 0.330824 threshold=14.90208336904397 10.719321924799104 10.536440514196281 9.0417537712561593 14.929356617910441 14.877113625005363 10.003275549726249 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.088514353677663943 0.024245343137090078 -0.082554512573839223 -0.067432538323796573 0.0096053840751549255 -0.042766867629712213 0.047395786582403496 -0.049559347082727828 leaf_weight=35.665215053672 439.72710446609017 5.0110749560371941 106.71681835640265 234.52539424193674 80.369964753357635 22.243631142537197 7.1254117541475344 leaf_count=38426 20388 848 1448 7017 18704 897 2450 internal_value=0 -0.0428273 0.00255623 -0.0146134 0.0138278 0.0214268 -0.0833075 internal_weight=0 70.0453 861.339 341.242 520.097 27.2547 42.7906 internal_count=90178 42621 47557 8465 39092 1745 40876 is_linear=0 shrinkage=0.1 Tree=771 num_leaves=8 num_cat=0 split_feature=6 8 2 7 3 8 10 split_gain=9.42248 11.0069 19.0324 10.0993 7.05681 8.18341 3.77893 threshold=5.2808713649943622 14.897632360894949 14.013900857802197 14.473783992034173 7.9328841361353648 14.892420099699093 9.8851236432969518 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.014900761807497512 0.012201506827505065 -0.00027946730253594246 -0.052449487231706698 0.070530818324133424 0.0019210047861724395 0.08574094140470559 -0.056584186518819302 leaf_weight=53.093674578994978 78.909716627458693 3066.0680311834149 105.65217697763728 19.274941805517301 18.176266870985273 31.661916228709742 7.5730691067874423 leaf_count=559 5172 51307 32129 250 382 304 75 internal_value=0 -0.00123696 -0.0248911 0.000185612 0.0283238 0.0558104 0.00520437 internal_weight=0 3269.9 184.562 3085.34 110.505 49.8382 60.6667 internal_count=90178 88858 37301 51557 1320 686 634 is_linear=0 shrinkage=0.1 Tree=772 num_leaves=8 num_cat=0 split_feature=8 4 6 6 3 9 6 split_gain=15.0656 25.1942 23.7674 18.0539 18.2518 11.7962 9.98015 threshold=14.93223109337964 19.282310432172093 6.6852142513537247 8.4199694717760192 6.2423815403969032 8.0718236542215838 11.711454947557465 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.016704467230833221 -0.06964401594220325 0.067670739313595796 -0.0091310090782823917 -0.012903170278926845 0.025638554701204117 0.013334789907862145 -0.054681348104018403 leaf_weight=416.16226620094676 19.915300379041582 62.624079462420923 2432.8860984811035 399.51167646842077 555.82905370672233 298.48102076095529 6.6987375527332906 leaf_count=5841 122 1600 73323 2777 3697 2266 552 internal_value=0 -0.00389497 -0.00535267 0.00913546 0.0222276 -0.00168007 0.0552383 internal_weight=0 2918.37 2849.05 1273.74 575.744 697.993 69.3228 internal_count=90178 81316 79164 8862 3819 5043 2152 is_linear=0 shrinkage=0.1 Tree=773 num_leaves=8 num_cat=0 split_feature=4 0 2 2 9 0 6 split_gain=16.207 17.419 22.3759 19.8007 7.21584 7.00119 6.72364 threshold=9.9130718397612743 7.6870462158359087 14.301291168617597 13.507949299309066 8.9671138492782418 7.1203607740439248 8.6509931890297711 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.018158537567603102 -0.030206501971788792 -0.017212871582850838 0.0021667778955109878 0.035916995493666858 0.16266416023195857 -0.061379024108793395 -0.045293810989639194 leaf_weight=12.596083963348063 54.779013889238286 724.20748166101748 3337.5621488109887 243.41370838767762 2.3010282866998741 71.458990902335245 2.2946360043943059 leaf_count=223 742 23308 60283 3286 253 1795 288 internal_value=0 0.000423011 -0.00129197 0.0237095 -0.04253 -0.0493866 0.0692916 internal_weight=0 4359.96 4061.77 298.193 88.6507 84.0551 4.59566 internal_count=90178 87619 83591 4028 2559 2018 541 is_linear=0 shrinkage=0.1 Tree=774 num_leaves=8 num_cat=0 split_feature=5 9 6 2 8 5 9 split_gain=11.7743 13.8253 12.5369 4.84213 4.15302 3.18624 2.74907 threshold=12.622257144066745 11.799389559044503 8.8735969351074147 16.395457153942075 14.582277153272187 13.07949930122852 11.917632123364987 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=-0.014037831938959446 -0.082281109116808526 0.0041848382054348512 0.016032164387956207 0.096766866076101549 -0.11047305260375813 -0.032820779708488255 0.0050466254860909556 leaf_weight=226.96604954437589 27.104711449407208 3.9890068443492082 353.02126142849829 2.2825303514800899 12.983719775023927 3.6639576795914763 4.0071212226794151 leaf_count=46090 12600 44 28445 166 338 514 1981 internal_value=0 0.00159146 0.00426098 -0.0557737 -0.0847921 0.0236905 -0.0712266 internal_weight=0 596.96 579.987 37.0583 16.9727 5.94649 31.1118 internal_count=90178 74917 74535 15261 382 680 14581 is_linear=0 shrinkage=0.1 Tree=775 num_leaves=8 num_cat=0 split_feature=9 5 8 8 8 8 10 split_gain=9.02293 34.3703 22.1925 12.8366 12.9545 9.75618 0.210456 threshold=7.2527768329109046 10.923793559294099 14.828882741269299 14.910527555780067 14.626033213993869 14.390433651313669 9.0163343059688135 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.046907910244275881 0.057888890510556082 0.045166094932251273 -0.0027546263767698107 -0.084079097668059155 0.0095590395244443561 -0.047020381927862454 -0.027595400509529629 leaf_weight=41.006774221430305 8.456487047740664 106.09129482568824 989.46866596262544 14.245586109247599 1254.9767098256852 198.00569195602952 2.0095132695787461 leaf_count=595 927 2260 49023 10850 8212 15932 2379 internal_value=0 -0.00514295 0.00192285 0.00660245 0.00773755 -0.0424651 -0.0791003 internal_weight=0 1302.02 1095.56 1312.24 1295.98 206.462 16.2551 internal_count=90178 68142 51283 22036 8807 16859 13229 is_linear=0 shrinkage=0.1 Tree=776 num_leaves=8 num_cat=0 split_feature=5 3 2 8 0 9 2 split_gain=7.33607 28.5721 11.2325 10.1025 8.6832 7.96013 7.41804 threshold=10.859856524231967 8.3815884814088726 14.032379051975953 14.899408278746956 8.2091983450132151 7.1249293261290516 15.188180172810123 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 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0.073102223278761549 -0.021102759628924002 0.12365706479637711 -0.024759632087790574 leaf_weight=158.102735967439 37.568559798777642 7.1797784836453529 3757.5868115945732 16.92761478479952 172.23416919498777 19.853520195829333 9.9906523148529214 leaf_count=1972 710 118 69920 90 16661 468 239 internal_value=0 0.00147296 0.000803523 -0.0235419 -0.0314742 0.0949519 0.0371951 internal_weight=0 3942.72 3915.69 236.721 209.803 27.0333 26.9183 internal_count=90178 72478 71892 17700 17371 586 329 is_linear=0 shrinkage=0.1 Tree=782 num_leaves=8 num_cat=0 split_feature=7 3 5 2 10 9 0 split_gain=15.1266 16.0429 34.6684 21.1073 13.2927 23.3391 11.0304 threshold=8.2352132562576905 9.3221809081020073 11.735523885049423 14.62432540856682 10.513696304775134 9.4241555777066477 9.8690518544799009 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0054718566250223106 -0.018686164910839038 -0.059646307831733594 0.0026281672932551249 0.01017867552626422 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37.582411925177439 4.0073677056934685 leaf_count=303 39365 21 48985 1018 69 377 40 internal_value=0 -0.000926374 -0.00162138 0.0482473 0.0365898 0.0526287 -0.0412752 internal_weight=0 3303.82 3258.72 45.0904 63.6806 53.0726 10.608 internal_count=90178 89389 88350 1039 789 680 109 is_linear=0 shrinkage=0.1 Tree=790 num_leaves=8 num_cat=0 split_feature=8 5 3 3 2 5 8 split_gain=14.1972 24.7598 24.1948 23.1357 10.9888 8.07557 5.53967 threshold=14.934514569198791 11.58711721525712 8.6542180326630582 11.479174892240597 15.886043662583313 14.032585131494992 14.940098676709502 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0036987961049090483 0.025985088206683361 -0.017849771237440405 0.016158196022823305 0.075190232497988618 -0.052964571482787826 -0.037503534014695195 0.031652928385935371 leaf_weight=1819.6337511263537 364.01507286750712 980.69162873015739 924.60720222065174 26.503202473040801 30.018417109968141 20.338905641809106 9.5610508520621789 leaf_count=25305 2605 31342 26029 4316 264 131 186 internal_value=0 -0.00192755 0.002995 -0.0153294 0.0173582 0.0225368 -0.0322476 internal_weight=0 3751.44 2744.24 1007.19 423.933 384.354 39.5795 internal_count=90178 86992 51334 35658 3186 2736 450 is_linear=0 shrinkage=0.1 Tree=791 num_leaves=8 num_cat=0 split_feature=8 8 10 1 3 6 8 split_gain=14.3607 14.7813 15.6909 10.6942 9.14882 6.40458 5.11257 threshold=14.907335691510722 14.936789616334687 9.6874165039918321 6.7811729855112457 12.169823358078242 12.242698565869576 14.698988483276553 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-0.04095520694620667 -0.0021251886545117001 -0.045132298984417486 0.012369516811443384 -0.082363950165874514 0.10129885043902752 0.084344537840815886 0.11599802921476952 leaf_weight=2.7871182238600332 3328.5395193052791 86.198902291893319 961.81885956475708 41.114704160916062 2.0687059531628611 3.097530997125431 4.1841115719289519 leaf_count=229 27197 1350 17169 43501 436 66 230 internal_value=0 0.000283935 0.00112638 -0.0530085 -0.071472 -0.0397566 0.0559819 internal_weight=0 4379.65 4290.36 50.1546 43.1834 89.2964 6.97123 internal_count=90178 45782 44366 44396 43937 1416 459 is_linear=0 shrinkage=0.1 Tree=792 num_leaves=8 num_cat=0 split_feature=5 1 3 7 5 8 5 split_gain=11.5005 22.7765 12.0934 11.6915 10.6281 9.32103 4.59282 threshold=10.477702060372833 9.8341372548832418 10.902933712826181 6.1962161190798808 12.622257144066745 14.828882741269299 9.967842824291635 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.0059210554211671443 -0.020622990103666014 0.0099273242553899205 -0.14513716710020549 0.04053566993906034 -0.051307893400037434 -0.078304441927166707 -0.0073993840650586956 leaf_weight=94.347740302036982 56.270205191482091 248.75008907523807 5.1524454766185936 125.50275440435871 30.974864031045854 56.774696929593574 4.1773530014324933 leaf_count=8122 1945 12219 94 7986 12765 46907 140 internal_value=0 -0.0123583 0.0157792 0.0206625 0.00298793 -0.050025 -0.0901526 internal_weight=0 392.77 229.18 219.85 279.725 113.045 9.3298 internal_count=90178 73836 16342 16108 24984 48852 234 is_linear=0 shrinkage=0.1 Tree=793 num_leaves=8 num_cat=0 split_feature=0 1 3 7 8 8 0 split_gain=8.15888 11.8289 10.1622 9.26596 6.86234 2.99297 2.07819 threshold=7.3262118193312773 7.1050213556819095 7.2031987994230624 3.3447386312324041 14.900477465854346 14.896487584909588 8.5887716020283307 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0059373844917085467 -0.060792948861983248 0.05867528339741368 -0.00032048636114961405 0.05573452190068319 -0.072954731487428828 -0.093542816682634172 0.031439255123537839 leaf_weight=14.614584341761658 35.878473069458778 28.549084069338278 2454.1849304712905 63.672709070669953 3.5836496773299578 4.396438346913782 2.0208148566662194 leaf_count=188 797 1155 86654 363 598 297 126 internal_value=0 -0.000475894 0.00038126 0.0306254 0.0479091 -0.0298589 -0.0551933 internal_weight=0 2520.63 2482.73 86.2674 67.2564 19.011 37.8993 internal_count=90178 88732 87809 1446 961 485 923 is_linear=0 shrinkage=0.1 Tree=794 num_leaves=5 num_cat=0 split_feature=8 6 3 5 split_gain=7.02304 6.67778 13.5843 7.74373 threshold=14.913676627498663 9.4079915832750185 9.2512595335508347 10.89230249869629 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0013722580377702792 -0.08048663825967034 -0.034109840896272468 -0.028947100332187399 0.017133617494446508 leaf_weight=1831.0596257067123 9.5465255845638222 31.121771265923599 159.74080678512473 368.83200942135591 leaf_count=23330 42942 4829 7883 11194 internal_value=0 0.00129694 -0.00107386 0.0130711 internal_weight=0 2390.75 1990.8 399.954 internal_count=90178 47236 31213 16023 is_linear=0 shrinkage=0.1 Tree=795 num_leaves=8 num_cat=0 split_feature=4 2 4 8 9 5 8 split_gain=8.04372 10.8259 10.0259 11.5199 9.41615 9.40303 6.62367 threshold=20.959836909431807 13.931331739164568 14.610235736557039 14.87965296985381 7.4696347274316013 14.784570124804917 14.890502843571452 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.023670922417029852 0.026153430032646453 0.10235854096021241 -0.03380826758002136 0.017595506787614148 -0.0040663765462295625 -0.041230595301805922 -0.095096326891174865 leaf_weight=81.935732703055692 10.678936936892571 23.685207282358537 123.48132823622927 367.72918153479213 737.56363167938753 5.0155097628739886 6.4190130491915616 leaf_count=5752 107 384 13729 25475 44517 84 130 internal_value=0 0.0401431 -0.00204844 0.0100403 -0.00836589 0.0767227 -0.0221062 internal_weight=0 45.7987 1310.71 449.665 861.045 28.7007 17.0979 internal_count=90178 705 89473 31227 58246 468 237 is_linear=0 shrinkage=0.1 Tree=796 num_leaves=5 num_cat=0 split_feature=8 8 3 8 split_gain=13.798 16.6527 14.9927 14.0212 threshold=14.891696904234349 14.889955778994116 9.1322750842111429 14.601153418519075 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.021466735624267173 -0.084258171805759022 0.036282025670994124 -0.0082026146444774146 -0.010806003594922321 leaf_weight=161.96475096611539 17.985092211205938 216.71654083432804 115.71392761666357 773.87482837327116 leaf_count=3571 57852 11361 4614 12780 internal_value=0 0.00162838 0.0208194 -0.00520364 internal_weight=0 1268.27 332.43 935.84 internal_count=90178 32326 15975 16351 is_linear=0 shrinkage=0.1 Tree=797 num_leaves=7 num_cat=0 split_feature=3 0 9 9 1 2 split_gain=13.3174 13.9687 28.9427 27.0292 4.15859 1.38864 threshold=8.4540409920174273 9.3933457523545609 8.856342864875355 8.2806248505865856 11.253084051285983 12.439272095951539 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.015634513849275104 -0.019961505628094359 -0.055200624796698565 0.0038701339524878199 0.065864319600071372 0.034612093374769635 -0.082792378779543513 leaf_weight=4.0913943479463368 62.815520072704658 94.215549630363967 642.90958434851655 86.003877531704347 3.3841597781338342 25.127305173537025 leaf_count=689 25729 7912 27317 3626 203 24702 internal_value=0 0.00190841 -0.00374454 0.0297465 -0.0622268 -0.0742171 internal_weight=0 885.945 737.125 148.819 32.6029 29.2187 internal_count=90178 64584 35229 29355 25594 25391 is_linear=0 shrinkage=0.1 Tree=798 num_leaves=8 num_cat=0 split_feature=1 0 9 5 9 4 2 split_gain=8.68753 22.2233 35.0657 21.9261 19.6811 16.8461 10.6154 threshold=9.5645289732237178 9.9433993397020437 7.7407608389759348 11.786916847505177 8.3475872508793731 14.041385669233295 15.180136115310486 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.0022314470972545331 0.061917725196753641 0.085092801762904818 -0.026752922616607173 0.032602361989351292 0.010704963141271456 -0.0071568901433929858 0.0044868532395612743 leaf_weight=1496.2587512916798 114.07887109152944 39.218032778531779 577.82082092048586 122.76444054209423 217.24328142596278 766.02834252522007 27.712795786210336 leaf_count=35118 2123 767 17333 1790 12784 19496 767 internal_value=0 -0.00401165 -0.00585235 0.00655727 0.0284715 -0.00163468 0.0522752 internal_weight=0 2141.01 2074.08 1220.11 331.322 888.793 66.9308 internal_count=90178 53985 52451 36193 14907 21286 1534 is_linear=0 shrinkage=0.1 Tree=799 num_leaves=8 num_cat=0 split_feature=10 9 1 10 9 7 4 split_gain=14.1013 16.9893 18.8136 18.5889 8.28096 5.61552 4.305 threshold=7.6130619515470128 6.4104671060968021 8.849485735198181 8.4537669922524383 5.6591766761881122 6.0288912755714401 9.5589069123721035 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.036840790994751842 -0.034888583584016801 0.015601499447603716 0.19032308371380779 -0.002996173241772065 0.022611806016107697 0.063743685587036178 -0.056336188813093838 leaf_weight=6.1872080938046592 185.14431860166223 647.35195725127232 2.8037463790751636 3140.9838402041059 124.58425732061733 45.37311748942011 16.070216942876868 leaf_count=131 1875 10924 108 73341 2483 1143 173 internal_value=0 -0.0012745 -0.0305395 0.000185081 0.0263892 0.0339013 -0.0299641 internal_weight=0 3976.28 187.948 3788.34 192.215 169.957 22.2574 internal_count=90178 86248 1983 84265 3930 3626 304 is_linear=0 shrinkage=0.1 Tree=800 num_leaves=8 num_cat=0 split_feature=4 7 4 8 6 3 4 split_gain=14.5592 19.4448 17.7609 9.45081 7.95368 11.4689 3.12991 threshold=17.684334454576454 8.2352132562576905 13.835981011651416 14.930513278377072 8.8882089142584615 8.3628187396405487 22.005150708497776 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0077606168678989495 -0.036949888457132665 -0.037848176071067628 0.0077882887836616095 -0.0047415836199005126 -0.05742149472437208 0.0064057504206581524 0.03537494214482869 leaf_weight=1007.566731384959 171.28989372826436 171.0033782774758 2704.3480304120967 173.56161958668963 33.303906319182715 156.17785322158534 5.4424887112672868 leaf_count=18403 3014 19131 40363 2045 476 6629 117 internal_value=0 0.00145539 0.00356672 -0.021234 -0.0193378 -0.00505528 -0.0345361 internal_weight=0 4056.48 3711.91 344.565 366.214 189.482 176.732 internal_count=90178 79942 58766 21176 10236 7105 3131 is_linear=0 shrinkage=0.1 Tree=801 num_leaves=6 num_cat=0 split_feature=8 8 9 1 3 split_gain=11.0074 13.0336 16.2366 8.10479 1.30249 threshold=14.937791608657685 14.828882741269299 11.03395518930858 9.3390699780847992 9.2651528287471017 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0047549357761428315 0.01175257638884024 -0.0098092720958418214 -0.091956095297484844 0.032280036777407907 0.098953620264127282 leaf_weight=113.44630978679925 2.3458482131245537 341.93293530547817 24.918262255970149 121.81983711925568 10.814867198248974 leaf_count=3021 442 75290 5285 5520 620 internal_value=0 -0.00385799 -0.0156239 0.0144771 0.0853379 internal_weight=0 602.117 366.851 235.266 13.1607 internal_count=90178 89116 80575 8541 1062 is_linear=0 shrinkage=0.1 Tree=802 num_leaves=8 num_cat=0 split_feature=7 4 6 7 0 8 2 split_gain=7.99252 13.4055 10.8587 8.46999 6.34784 9.60172 2.03529 threshold=9.0025592892327015 18.763479402809505 10.094131670132686 6.0492701302706271 10.291776458473333 14.902767949361744 14.067724787576395 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0063096956679918508 -0.02227148943472855 0.02781376709263518 0.14071845097766256 0.0057873160040687616 -0.010782273942822919 0.06043954478327207 -0.083972836385931643 leaf_weight=975.49505417596902 118.83596766017604 41.600688310287751 9.9733318509024667 1420.1932579499967 5.1643504365592916 14.927058437740696 17.839766466799574 leaf_count=25524 3990 1438 531 43197 6037 4432 5029 internal_value=0 0.00195753 0.0519084 0.000860983 -0.0212642 -0.0126615 -0.0686755 internal_weight=0 2447.26 51.574 2395.69 156.767 133.763 23.0041 internal_count=90178 70690 1969 68721 19488 8422 11066 is_linear=0 shrinkage=0.1 Tree=803 num_leaves=8 num_cat=0 split_feature=8 5 3 4 1 4 3 split_gain=7.23659 8.34634 8.99747 8.29673 9.80074 5.32269 1.66341 threshold=14.67823852713458 9.6383445967260339 9.696672929875886 17.095937782679886 9.435050218088378 12.850622973199927 9.8050396070412891 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.024322569408017265 -0.010611522636968499 0.0016321832390171912 -0.027115458592486371 0.12113140718047549 -0.045935220547771272 -0.088727077113304006 0.023106683545843183 leaf_weight=139.38204488140718 18.325252742388784 2075.7259106922711 113.89526304276478 8.3289999508415331 22.182882382818207 16.203481521909453 2.800420874664268 leaf_count=2054 806 61365 22275 131 2176 1096 275 internal_value=0 -0.000654934 0.000125151 0.0205383 0.0144529 -0.0487348 0.100405 internal_weight=0 2224.15 2189.62 172.694 161.565 34.5287 11.1294 internal_count=90178 85542 83640 4636 4230 1902 406 is_linear=0 shrinkage=0.1 Tree=804 num_leaves=8 num_cat=0 split_feature=6 0 8 7 7 8 6 split_gain=8.07592 12.4688 14.1042 12.0781 10.6438 10.4692 6.5465 threshold=6.8788941041374283 8.4504249426996729 14.894551491458904 6.0492701302706271 6.3442973408208303 14.88524577860194 6.3752834714674353 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.046384574944875537 -0.0023351592179383191 0.022660864176707471 -0.060512482308011241 -0.0049008614702884925 0.079623896837373656 0.017545780241114802 0.011078803004363933 leaf_weight=31.976302204941021 91.838179340807983 198.47749352604842 75.414441382164114 782.47212442595469 35.786236223098967 113.80669755428244 23.01838297305585 leaf_count=1019 3076 11962 14182 52554 959 5316 1110 internal_value=0 -0.00362006 -0.0287711 0.000693156 0.0178996 0.00330271 0.0534266 internal_weight=0 1148.2 167.253 980.95 204.588 145.783 58.8046 internal_count=90178 81774 17258 64516 8404 6335 2069 is_linear=0 shrinkage=0.1 Tree=805 num_leaves=8 num_cat=0 split_feature=8 8 8 5 8 10 9 split_gain=13.6655 36.3545 25.7028 5.13239 4.90682 3.87402 3.27298 threshold=14.572237689267261 14.582376352430854 14.820894537509451 10.996096347157708 14.582277153272187 11.825814881217484 8.6373534657996291 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.023860345544717308 0.04050722304227386 -0.033171601696289132 0.0056646590053060419 -0.071515539901162481 0.10070470600056645 0.043705485715642915 -0.072791048878746642 leaf_weight=13.512947888127657 24.595862483722158 206.57222364749771 950.99206977298752 40.322884556779172 36.232016172027215 2.4914230423746622 3.6188167696745941 leaf_count=694 355 4970 81992 521 355 78 1213 internal_value=0 0.00270091 -0.00128848 -0.0458202 0.0774126 -0.0639662 0.000555679 internal_weight=0 1218.39 1157.56 59.9461 60.8279 42.8143 17.1318 internal_count=90178 87672 86962 2506 710 599 1907 is_linear=0 shrinkage=0.1 Tree=806 num_leaves=8 num_cat=0 split_feature=3 8 0 10 0 2 3 split_gain=12.7451 26.3929 24.1521 23.2058 13.774 7.57059 6.05985 threshold=10.743367559408187 14.913185407320695 10.253594694284326 10.035832483882487 11.178005330924931 12.439272095951539 11.036803093657491 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0046615325374045405 -0.024218443160455991 0.013341551127880711 -0.031989746119048451 0.046347566132793172 0.0024004580334886861 -0.081777651783901423 -0.15294084199157623 leaf_weight=16.469967402256771 6.7085134884637219 363.93394787634406 172.37035813465991 130.95468751807493 155.45073888204206 57.015552376561118 8.3982545433427713 leaf_count=1562 233 33727 3240 4533 4854 41735 294 internal_value=0 -0.00900981 -0.00126053 0.0160895 0.022586 -0.0647886 -0.100831 internal_weight=0 609.79 536.304 301.512 286.405 73.4855 15.1068 internal_count=90178 80264 36967 9914 9387 43297 527 is_linear=0 shrinkage=0.1 Tree=807 num_leaves=8 num_cat=0 split_feature=0 8 9 9 0 1 3 split_gain=8.36983 45.3378 41.8138 29.6255 22.0943 17.4988 13.6978 threshold=8.5646247950358703 14.928467349856767 7.6152997734321177 7.3264562349269147 9.0320759176295606 8.7774236765401223 7.5962174749703495 decision_type=2 2 2 2 2 2 2 left_child=1 3 5 -1 -4 -2 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=0.012445077548846844 0.0060072088284835283 -0.010682559088302027 -0.02540707615640821 -0.037999688210870283 0.0027992964248785843 0.053626745953320155 -0.057134240813050456 leaf_weight=727.43995812501817 122.21936751138128 96.217344360426068 338.01293407370395 137.57853450900438 1534.8569685459915 209.64711420940148 188.71496847143862 leaf_count=13812 3312 991 8201 2797 48200 4169 8696 internal_value=0 -0.00701872 0.00350111 0.00438738 -0.00230219 0.0361602 -0.0415404 internal_weight=0 1149.95 2204.74 865.018 1872.87 331.866 284.932 internal_count=90178 26296 63882 16609 56401 7481 9687 is_linear=0 shrinkage=0.1 Tree=808 num_leaves=6 num_cat=0 split_feature=8 0 7 10 0 split_gain=13.6293 12.5766 22.1271 16.3828 3.40457 threshold=14.914060284370994 12.23938336501603 9.5146456435591951 9.7995292039055872 13.365415874404215 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.085131445259379157 0.0026798513593329033 0.13775405407984095 -0.03078610719574127 -0.014754720903611233 0.034676789349182377 leaf_weight=21.872204271973718 3468.0770924602657 16.611793789219522 13.421126143282889 637.11018353992949 2.106596057114074 leaf_count=47379 27867 143 689 13888 212 internal_value=0 0.000450556 0.0638717 -2.88654e-05 -0.0736391 internal_weight=0 4135.22 30.0329 4105.19 23.9788 internal_count=90178 42587 832 41755 47591 is_linear=0 shrinkage=0.1 Tree=809 num_leaves=8 num_cat=0 split_feature=0 9 8 8 9 3 2 split_gain=14.8351 54.5193 28.8231 24.8337 38.2576 17.4605 15.4342 threshold=8.8662602956970655 7.8297248872464547 14.930133035486136 14.92740058012337 7.6152997734321177 9.5371471574215274 15.320300183299844 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.025390005098852326 -0.056126992638172293 0.014392756020721443 -0.012861731613257966 0.010827880324846231 0.049135515512527504 -0.078290655597199985 -0.0063494368126053649 leaf_weight=461.28614260367067 249.3947762853004 779.15708091425131 771.00536425661994 1966.7358522771392 79.99385098035782 21.245598507113755 83.285220992645918 leaf_count=18628 3726 43458 5794 13629 3495 129 1319 internal_value=0 -0.00705462 0.00083762 0.00466632 -0.0143058 0.00983659 -0.0437217 internal_weight=0 1882.84 1550.16 2529.26 541.28 1987.98 332.68 internal_count=90178 54297 49252 35881 22123 13758 5045 is_linear=0 shrinkage=0.1 Tree=810 num_leaves=8 num_cat=0 split_feature=5 0 9 6 9 5 8 split_gain=10.2375 23.7952 15.6671 14.2958 12.5031 8.44973 5.18245 threshold=10.323797458099877 9.5484516339493304 10.371320686656171 8.904539999348275 8.0175466751172468 9.9384965954451534 14.863791496742204 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=-0.006774496223393542 -0.032196062351767342 -0.039519069695635067 -0.1384762478067868 0.012766598425112564 0.047242678549364453 0.024334549409093194 -0.080065566973140434 leaf_weight=71.634414131283847 51.924839050985611 64.270373620979626 8.4727389499385009 262.06475373031935 104.81603054629522 4.4067962935077949 42.555868517026283 leaf_count=6816 2282 5793 245 24321 5205 171 45345 internal_value=0 -0.0104602 0.0174791 0.00237988 0.0253985 -0.08503 -0.0543701 internal_weight=0 420.816 189.33 326.335 176.45 12.8795 94.4807 internal_count=90178 77741 12437 30114 12021 416 47627 is_linear=0 shrinkage=0.1 Tree=811 num_leaves=8 num_cat=0 split_feature=0 5 3 6 8 3 5 split_gain=7.78961 14.0155 14.0252 13.7423 10.2752 11.5482 8.28277 threshold=9.6851768795157493 12.682243822926011 9.7825895425719747 8.2300102237813295 14.085846118895374 9.55635206054348 13.736988977719413 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.00052471662096253036 0.16449292960950582 -0.027984183029630939 0.052219417033968041 0.071630764762300056 -0.034778155690766137 -0.059851746825657484 0.03250691337954404 leaf_weight=2311.9284081226074 5.0745706289019363 18.1592109550038 50.538778508363976 51.780388495878924 138.91851726623077 3.0198065188960754 20.245024824481789 leaf_count=55640 78 444 2471 1466 24535 210 5334 internal_value=0 0.00194059 0.000625223 0.0457367 -0.0203073 0.0834176 -0.0260702 internal_weight=0 2432.41 2362.47 69.9396 167.258 8.09438 159.164 internal_count=90178 60021 58111 1910 30157 288 29869 is_linear=0 shrinkage=0.1 Tree=812 num_leaves=8 num_cat=0 split_feature=8 6 5 3 7 5 5 split_gain=6.51039 11.2243 7.2477 25.1495 7.07386 5.69686 4.14665 threshold=14.90142061961137 8.6934209889642187 10.89230249869629 8.371967388317918 4.9869793454575202 12.507091176668071 11.542277916954374 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0068297422318299899 -0.05211446705246018 -0.0064114041821705702 0.031113847183055123 -0.027807163985771068 0.0052768637867489747 0.041142679215582956 -0.012167831740661416 leaf_weight=686.02084977223012 71.565762308067121 108.98452654469526 117.16255187822389 300.70436740227888 1034.6674987596052 31.691401329356495 41.661387439405644 leaf_count=5063 18372 13020 1764 10807 24632 11417 5103 internal_value=0 -0.0143622 0.00254455 -0.00374332 0.00792968 0.00451634 -0.0376515 internal_weight=0 253.903 2138.56 986.725 1151.83 140.676 113.227 internal_count=90178 47912 42266 15870 26396 24437 23475 is_linear=0 shrinkage=0.1 Tree=813 num_leaves=8 num_cat=0 split_feature=4 6 0 3 2 5 9 split_gain=7.22871 14.3655 10.2867 16.012 14.6416 6.41016 6.0308 threshold=13.675511442095459 9.9399606852453637 8.8431887611381814 8.2558662431749443 13.370736507846329 11.677511096284412 12.6516178282226 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.0070930960094990544 0.019035823175790445 0.1103184073466653 0.050548436159901011 -0.0027037666154962141 -0.035060704280782659 0.027134420044305191 -0.096476593892321716 leaf_weight=253.20217936531481 66.291187451612132 18.72287232574854 60.201367969733838 728.54452022076248 196.45928470771651 19.104383608964781 4.7516600096132597 leaf_count=17089 1239 1020 3421 43969 22706 688 46 internal_value=0 0.0133752 -0.0042955 0.00141959 -0.0213919 0.0700878 0.00482009 internal_weight=0 295.781 1051.5 788.746 262.75 37.8273 257.954 internal_count=90178 18843 71335 47390 23945 1708 17135 is_linear=0 shrinkage=0.1 Tree=814 num_leaves=8 num_cat=0 split_feature=1 5 2 7 5 3 6 split_gain=13.2615 17.1347 16.1123 14.8494 15.5572 13.1162 3.26368 threshold=10.285877098030692 12.5890992247811 13.585296496002817 10.306441592132247 11.597834983917965 10.426163266975875 11.052076142501679 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.0027778299474634466 0.027726284406781418 0.035676213948372081 -0.067979240877041464 -0.044003126694988133 0.022304712239116595 -0.040088486683536782 -0.12692377506425803 leaf_weight=630.18125239996539 21.291925803539584 61.719560485316379 88.691514457342805 22.683516311340558 405.77213342819846 34.972488954061873 5.8903709358473852 leaf_count=45617 1659 2645 7470 1961 22016 8089 721 internal_value=0 -0.0225524 -0.0493685 0.00507065 0.00705878 0.00814308 -0.0648106 internal_weight=0 206.675 109.983 1064.53 1035.95 96.692 28.5739 internal_count=90178 19863 9129 70315 67633 10734 2682 is_linear=0 shrinkage=0.1 Tree=815 num_leaves=8 num_cat=0 split_feature=7 8 9 8 8 0 6 split_gain=12.8207 16.2703 26.3424 19.3072 8.4186 8.48422 2.18581 threshold=5.4661887287676034 14.918440503101598 10.457554042666965 14.927118777216934 14.92225403204545 9.8440618500329382 6.1605364837266832 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.029843566389312039 -0.04498791497536881 0.025967667855601419 0.025383798755600637 -0.0098953254113070162 0.00047934036890837859 -0.071325234904745405 -0.094049950556309561 leaf_weight=20.132954848368172 149.18899066781432 357.78196352365921 81.560654725033601 257.38698342822681 2.6939193162852488 12.665889562211758 24.550803096034542 leaf_count=8740 38934 11066 5075 18406 972 1302 5683 internal_value=0 0.0024783 -0.0201122 0.0109709 -0.0449731 -0.010179 -0.085017 internal_weight=0 845.919 230.75 615.169 60.0436 32.7988 27.2447 internal_count=90178 73481 44009 29472 16697 10042 6655 is_linear=0 shrinkage=0.1 Tree=816 num_leaves=8 num_cat=0 split_feature=3 9 1 5 6 3 10 split_gain=8.13369 17.9568 20.7821 12.1035 12.4768 9.74495 9.15467 threshold=9.7613439623177971 9.7405372184127881 10.804159111509817 14.505780274321966 11.111439864996735 7.5115868310556602 9.1337422057711617 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.0044417772367500268 0.016047989610075877 0.10740900916260983 0.087159421842570084 -0.01229529994653971 0.033455815003177479 0.11120159911630892 -0.0085380343015445011 leaf_weight=2592.8082776780575 254.03692475282878 5.959269339015008 48.205662909676903 10.04404078924563 88.889660086766526 15.724850932456318 321.79143480032508 leaf_count=65255 7770 67 791 79 1306 134 14776 internal_value=0 0.0101 0.0276398 -0.00250686 -0.00317359 0.0644046 -0.00610954 internal_weight=0 629.993 302.243 2707.47 2681.7 25.7689 327.751 internal_count=90178 23404 8561 66774 66561 213 14843 is_linear=0 shrinkage=0.1 Tree=817 num_leaves=8 num_cat=0 split_feature=10 0 5 1 5 10 0 split_gain=12.2784 32.1194 35.1444 21.665 23.2907 20.708 13.1223 threshold=8.985181241955349 9.0881844608369668 10.423444963370743 8.8806238192001974 12.562049446400332 9.8988532763241484 9.8282725792254144 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.0033488704915563983 0.06949801008297174 0.01815951834045398 -0.023009646700969895 0.050154229785134508 -0.12648545015159773 -0.0088929165510918257 -0.086636508477364316 leaf_weight=1881.1509863253768 42.042910737287457 626.46761195155796 914.13677038386868 147.14268996979627 6.9213727815786106 514.528088916667 15.347184172149353 leaf_count=28967 833 16555 13342 2902 104 27118 357 internal_value=0 -0.00536448 -0.0188738 0.00551524 0.0414541 0.00596321 0.0025754 internal_weight=0 2097.18 956.18 2050.56 154.064 1141 1896.5 internal_count=90178 57848 14175 32330 3006 43673 29324 is_linear=0 shrinkage=0.1 Tree=818 num_leaves=8 num_cat=0 split_feature=0 9 8 8 3 9 8 split_gain=14.0375 24.3318 22.1412 21.4579 20.1217 21.0225 10.5522 threshold=9.2262521820213781 8.1597086361600848 14.930133035486136 14.930030112180424 9.4508713931084092 7.9613526148726157 14.930513278377072 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0015810304875054069 -0.08570567892399103 0.011697233449479155 -0.018982960288230179 -0.016773856714127355 -0.066418700132396147 0.02754301886999452 0.00080481311045445779 leaf_weight=2815.6308605180056 70.207945408330488 485.36589095935597 454.58406695020676 125.23024318518583 61.225134749614881 349.76986165657581 37.339099065866321 leaf_count=39634 2537 35680 3899 821 2217 5158 232 internal_value=0 -0.00983774 -0.00314491 -0.0418467 0.00306661 0.00445757 -0.0412001 internal_weight=0 1135.39 939.95 195.438 3263.96 3165.4 98.5642 internal_count=90178 42937 39579 3358 47241 44792 2449 is_linear=0 shrinkage=0.1 Tree=819 num_leaves=8 num_cat=0 split_feature=5 0 0 0 8 2 8 split_gain=10.328 12.3792 12.1471 11.2048 7.10775 7.00477 3.03159 threshold=11.530803883591323 11.620306599701424 10.674023846572569 8.9986181689218174 14.582277153272187 12.781319915869604 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=1 3 6 -1 -3 -4 -2 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.018373061308795971 0.0030491082158986484 0.05322075305792956 -0.10949398061322697 0.017828062512987571 -0.11592464258299291 0.012433673447704349 -0.060656184755868398 leaf_weight=114.46096544906641 8.321359529567415 2.4774176261853418 4.0588760259124674 329.28746736312587 11.417834865329494 67.927574185279809 64.81344428527791 leaf_count=31982 125 47 4446 18848 255 4566 29909 internal_value=0 0.00547822 -0.0250509 0.00846999 -0.0842189 0.00415291 -0.0534644 internal_weight=0 457.644 145.121 443.748 13.8953 71.9865 73.1348 internal_count=90178 51132 39046 50830 302 9012 30034 is_linear=0 shrinkage=0.1 Tree=820 num_leaves=8 num_cat=0 split_feature=9 1 3 8 3 7 3 split_gain=8.91641 16.7384 14.4303 10.6051 9.92203 3.52287 1.94369 threshold=6.6705231022053164 7.6952505416976464 7.2820048901685555 14.905998535555076 8.0527908182990515 2.5025773517038084 7.3536149650030165 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0041073267811038037 0.040197247767831332 0.075154105558622605 -0.001500075705913261 -0.0031191056530498048 0.034100116616511765 -0.050001831135304688 -0.093805713538391705 leaf_weight=302.17800437158439 3.8511312825903579 23.864516857815033 1994.9635965637071 3.1185869290566179 172.99483726755716 81.509937861593244 9.7638378518859081 leaf_count=2196 153 1060 79700 620 953 1429 4067 internal_value=0 -0.00240172 -0.000557189 0.0125874 0.0150754 -0.0455141 -0.0736583 internal_weight=0 2104.19 2018.83 488.055 475.173 85.3611 12.8824 internal_count=90178 82342 80760 7836 3149 1582 4687 is_linear=0 shrinkage=0.1 Tree=821 num_leaves=8 num_cat=0 split_feature=2 3 5 1 5 3 1 split_gain=6.64808 11.0006 40.5268 13.452 9.59493 10.9782 3.59579 threshold=14.75797151543375 10.782706679584985 12.622257144066745 9.6526561010787635 9.5142398139584579 10.482534587742423 6.7811729855112457 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0028817531134484784 0.02835852262089647 0.30530556023800109 -0.067813351292280277 -0.046420008321756988 0.0077717061358316547 -0.066409006366856649 -0.10282084208229669 leaf_weight=1037.2987081034107 2.1205051760402958 4.0480623184769211 6.2072133434064654 75.192305636322089 1234.0962840347306 19.286038481478045 9.9879560542376549 leaf_count=27696 34 782 5682 9174 41363 4857 590 internal_value=0 -0.00487344 0.0935078 -0.00586351 0.00569316 0.00657824 -0.0794371 internal_weight=0 1122.75 10.2553 1112.49 1265.49 1253.38 12.1085 internal_count=90178 43334 6464 36870 46844 46220 624 is_linear=0 shrinkage=0.1 Tree=822 num_leaves=5 num_cat=0 split_feature=8 2 6 3 split_gain=8.06599 7.14233 23.9221 14.3184 threshold=14.927853812706594 15.188180172810123 12.453466041813241 10.902933712826181 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0068672446735139354 -0.082350914249173124 -0.025784336617985106 0.10119343408098416 -0.035416562124662383 leaf_weight=1031.1741617058669 10.887763537768476 197.61375761981617 15.054106824496555 85.828499669045414 leaf_count=39093 23062 21345 603 6075 internal_value=0 0.000388129 -0.0163644 0.00358946 internal_weight=0 1329.67 212.668 1117 internal_count=90178 67116 21948 45168 is_linear=0 shrinkage=0.1 Tree=823 num_leaves=7 num_cat=0 split_feature=2 8 8 2 10 0 split_gain=12.7923 13.0954 13.2916 0.294068 0.341356 0.188203 threshold=11.682578314229954 14.891696904234349 14.890362634532156 11.129147021492949 10.42020692733303 7.7372540698138659 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.034145436927651616 -0.0015778602954164824 -0.083871212265781772 0.026058724215092938 -0.060205802781005492 -0.0064267021454667145 -0.095781049867076695 leaf_weight=2.0698244208383612 1020.5893517083168 16.547020488687622 208.77335942151694 3.2196469975915525 2.0043514074382074 11.332961811835046 leaf_count=107 20588 52592 10939 390 675 4887 internal_value=0 0.00191097 0.00313282 -0.0794547 -0.0439196 -0.0892941 internal_weight=0 1245.91 1229.36 18.6268 5.224 13.4028 internal_count=90178 84119 31527 6059 1065 4994 is_linear=0 shrinkage=0.1 Tree=824 num_leaves=5 num_cat=0 split_feature=9 0 9 8 split_gain=12.2747 22.7555 19.2331 17.7492 threshold=7.5672260585974813 8.664732835362118 8.6585318033535295 14.926867895088117 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.085734192080996405 0.14310737518579283 -0.036557865201331564 0.004923962584686371 -0.073811775451205777 leaf_weight=15.55374480958494 17.404321972597703 130.90768723751876 731.25867154837397 4.0743288105077218 leaf_count=31266 1617 23927 32528 840 internal_value=0 0.00117855 -0.00140952 0.100506 internal_weight=0 883.645 862.166 21.4787 internal_count=90178 58912 56455 2457 is_linear=0 shrinkage=0.1 Tree=825 num_leaves=8 num_cat=0 split_feature=2 7 6 1 8 8 10 split_gain=8.42659 19.6591 18.0611 17.029 18.8827 13.4587 10.9587 threshold=14.841037134898501 3.5270361845031446 6.0708020247992822 8.9790759577833263 14.92740058012337 14.933247009824294 9.1337422057711617 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0048401499605434141 0.026230713066649265 0.067227687111814441 -0.010289086531270886 0.046045433887519471 -0.024637367282891499 0.14651636018996536 0.010180717473858944 leaf_weight=647.94370790888934 53.423405637717224 29.77721623420075 1306.8183997990272 93.67723362569086 325.78634311957285 10.447209667880086 864.71348243841931 leaf_count=13666 1192 428 41597 2100 7820 77 23298 internal_value=0 -0.00590982 -0.00851317 0.00427437 -0.00503747 0.0478609 0.0137306 internal_weight=0 1400.47 1336.6 1932.12 973.73 63.8706 958.391 internal_count=90178 43294 42025 46884 21486 1269 25398 is_linear=0 shrinkage=0.1 Tree=826 num_leaves=8 num_cat=0 split_feature=8 4 6 6 6 0 3 split_gain=12.9425 20.6394 19.721 15.1311 16.5757 13.6566 9.09152 threshold=14.93223109337964 19.282310432172093 6.6852142513537247 8.4341549963804727 4.3397287074235171 9.5747919004263888 8.4277378427190772 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.015129983330721393 -0.15587561877802256 -0.01821547778837064 -0.0085321651166613329 -0.011138937039840887 0.022021665624403729 0.019368457763499901 0.068756954176189489 leaf_weight=411.74785361461363 4.299708664417266 14.916896816628649 2403.209680366047 469.72055232897401 567.42179539590143 212.19816878833808 53.995154574357002 leaf_count=5841 29 242 73323 3189 3830 1814 1910 internal_value=0 -0.00373566 -0.00506693 0.0084307 0.0204139 -0.00163124 0.0499394 internal_weight=0 2883.87 2814.96 1253.64 571.722 681.919 68.9121 internal_count=90178 81316 79164 8862 3859 5003 2152 is_linear=0 shrinkage=0.1 Tree=827 num_leaves=8 num_cat=0 split_feature=2 3 10 0 6 5 10 split_gain=13.2863 21.5261 25.1491 20.6629 19.0608 18.4619 16.78 threshold=14.971037806373451 10.147456963937444 9.662511961418625 8.2719632685497242 7.5224538144258704 13.635837220905737 11.993471640699642 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.0070998101147538009 0.00051439420188873245 -0.077901108788807391 0.026827650265965189 -0.01250917725153741 0.020930836719422162 0.011590625457992705 0.091493510892117949 leaf_weight=488.29011894373252 1116.9427083368387 53.463297532814977 537.29204910345334 1656.2143368332145 480.37427080594716 39.571110899472842 14.672368205618112 leaf_count=7284 20224 6120 10016 35299 6730 1254 3251 internal_value=0 0.00643131 0.00907193 -0.00480762 0.00680823 -0.0401184 -0.0115417 internal_weight=0 1747.27 1654.23 2639.55 968.664 93.0344 1670.89 internal_count=90178 37614 30240 52564 14014 7374 38550 is_linear=0 shrinkage=0.1 Tree=828 num_leaves=8 num_cat=0 split_feature=8 2 4 10 5 2 5 split_gain=10.4834 17.7655 15.6687 6.82133 4.88504 4.7159 0.94497 threshold=14.390433651313669 13.714806311791465 14.20059259245812 6.4024571332175748 9.1919029601144544 8.0459400115095168 8.9869286411848712 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.020672372121962497 0.026665775182156171 -0.033427312399176602 0.0087018601861416963 -0.081422505257330968 -0.080910830531885317 0.045381316815759305 -0.090409608646933259 leaf_weight=5.9366315081715566 4.270057409114087 116.2632616769904 356.21475192245543 2.1656079839449367 36.972635084943249 72.196593910484808 2.6660057181143202 leaf_count=60 393 21406 52838 41 14100 1279 61 internal_value=0 -0.00727235 -0.00171362 0.0308363 -0.0694053 0.0406571 -0.0494488 internal_weight=0 513.721 472.478 82.9648 41.2427 74.3622 8.60264 internal_count=90178 88737 74244 1441 14493 1320 121 is_linear=0 shrinkage=0.1 Tree=829 num_leaves=6 num_cat=0 split_feature=8 1 9 5 6 split_gain=7.78675 7.72541 10.4368 0.203814 0.0579575 threshold=14.923390718400364 6.3193560299700344 6.3439606388843899 10.662188305929861 9.3361494049092286 decision_type=2 2 2 2 2 left_child=1 4 -3 -2 -1 right_child=3 2 -4 -5 -6 leaf_value=-0.089377787476294074 -0.026042677237140967 0.024369868464134452 -0.00043092738138440458 -0.081357007052639291 -0.034542781600065756 leaf_weight=8.0264568526185922 2.0029380180371836 181.67781885079603 2384.7952438909838 10.525183411320993 2.0257306759012854 leaf_count=239 6360 1660 59142 22737 40 internal_value=0 0.000974752 0.0013335 -0.0750924 -0.0824526 internal_weight=0 2576.53 2566.47 12.5281 10.0522 internal_count=90178 61081 60802 29097 279 is_linear=0 shrinkage=0.1 Tree=830 num_leaves=5 num_cat=0 split_feature=8 5 3 3 split_gain=6.19112 6.22264 26.0377 14.0528 threshold=14.913676627498663 11.542277916954374 8.7785296463034985 8.3912310005437636 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.003866385383090384 -0.07961469765833612 -0.023822781420481713 -0.027405751777566975 0.015443996684675484 leaf_weight=1371.3349212846729 8.560121231014362 107.66280334530165 329.34505762398112 566.29247033321735 leaf_count=12745 42942 2697 15366 16428 internal_value=0 0.00102088 -0.00220216 0.00914522 internal_weight=0 2374.64 1700.68 673.955 internal_count=90178 47236 28111 19125 is_linear=0 shrinkage=0.1 Tree=831 num_leaves=5 num_cat=0 split_feature=8 8 2 7 split_gain=7.39112 7.02815 14.9781 8.2443 threshold=14.927853812706594 14.720838954779337 8.0459400115095168 1.0000000180025095e-35 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.034089932606458068 -0.081710726325908201 0.043462897500750608 -0.081593282763886152 0.00032684812055010042 leaf_weight=17.418405618518591 10.030336431359045 44.9572653419782 28.210729527681906 1234.3832105581914 leaf_count=103 23062 773 5243 60997 internal_value=0 0.000486966 -0.0376485 0.00187545 internal_weight=0 1324.97 45.6291 1279.34 internal_count=90178 67116 5346 61770 is_linear=0 shrinkage=0.1 Tree=832 num_leaves=8 num_cat=0 split_feature=3 0 8 8 0 10 8 split_gain=13.3522 16.3715 21.2789 14.587 11.1248 12.772 12.1744 threshold=8.5876976612772236 8.7668300948216409 14.601153418519075 14.883632987558505 8.3451491477880904 7.5139353511990938 14.890401190624855 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.016932428969305472 0.049959139166929067 -0.017667104479931823 -0.051407288127060274 0.01340237005851949 -0.087092264378357764 0.030729552192728261 0.039362499108869568 leaf_weight=162.21720957022637 23.603795577888377 266.98776497712242 135.02283580448102 345.4861333917562 8.5827367511383255 266.88622399082033 49.247891644411084 leaf_count=1558 364 9792 11137 37611 195 16160 13361 internal_value=0 -0.00758219 -0.0361054 -0.000148062 0.0135503 0.0267569 -0.0036984 internal_weight=0 771.101 158.627 612.474 486.934 275.469 211.465 internal_count=90178 58904 11501 47403 31274 16355 14919 is_linear=0 shrinkage=0.1 Tree=833 num_leaves=7 num_cat=0 split_feature=1 0 9 9 5 4 split_gain=11.4694 11.2894 29.743 26.5884 2.99725 3.29385 threshold=8.5588776394070809 9.857207100190875 9.8488039580207793 8.5964758210226879 11.519480960160774 13.743234696186475 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.047728987505513937 -0.01762892183900645 -0.037118983634454671 0.0099818070840066806 0.042502563474506094 -0.12405055417079475 -0.076388052359045888 leaf_weight=2.6045300693899645 127.57073358264302 208.92249378572933 370.20312955197187 171.2097384217177 7.8221406439386101 4.6105260340436871 leaf_count=7455 35802 11005 14684 8427 2167 10638 internal_value=0 0.00109905 -0.00704474 0.016855 -0.0842372 -0.0312276 internal_weight=0 877.906 579.126 298.78 15.0372 7.21506 internal_count=90178 69918 25689 44229 20260 18093 is_linear=0 shrinkage=0.1 Tree=834 num_leaves=8 num_cat=0 split_feature=7 3 6 7 3 4 8 split_gain=7.65324 12.7836 9.8771 14.5262 9.53092 4.84499 3.60189 threshold=12.09016309432562 11.783321077832305 12.797909639970344 10.632668222387311 7.2031987994230624 20.959836909431807 14.940098676709502 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.019889407865812558 0.050744375042365425 -0.054848920714967567 0.064360112913269846 -0.030350327509035126 -0.0031194272062969549 0.036688491538668516 -0.034789014454885588 leaf_weight=190.75681537846685 77.56811317334359 21.139470624329991 50.964897769095842 22.812012824171688 2944.3959242361816 7.0376359093934289 4.573636037297546 leaf_count=1748 1877 1176 1152 1070 83076 52 27 internal_value=0 0.0258137 -0.000857419 0.0350611 -0.00171357 -0.0315123 0.0456207 internal_weight=0 110.319 3208.93 73.7769 3135.15 28.1771 82.1417 internal_count=90178 3132 87046 2222 84824 1228 1904 is_linear=0 shrinkage=0.1 Tree=835 num_leaves=6 num_cat=0 split_feature=8 0 5 7 2 split_gain=12.2463 11.9682 13.9076 13.6847 1.62417 threshold=14.904746724265181 12.907788471437533 12.173478403075636 11.099598977730098 13.507949299309066 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=0.0066382995482829922 0.0022528920566578805 0.14343752340312885 -0.0146134267988979 -0.038826474528815963 -0.084623801800526366 leaf_weight=2.014003236537067 3518.2042748548993 10.987403897583137 566.76386429202375 5.7350535663572364 18.319338594426881 leaf_count=4033 32134 144 13949 265 39653 internal_value=0 0.000265523 -9.02083e-05 0.0822654 -0.0756969 internal_weight=0 4101.69 4084.97 16.7225 20.3333 internal_count=90178 46492 46083 409 43686 is_linear=0 shrinkage=0.1 Tree=836 num_leaves=8 num_cat=0 split_feature=9 6 2 8 3 8 0 split_gain=14.3102 24.549 20.7873 15.4106 14.4522 10.0153 2.86982 threshold=5.9991806917619623 6.3752834714674353 13.796726205957029 14.933388599539702 7.9506990956577619 14.928054595819104 7.2403249629232462 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.01194674616672685 0.0030575822886727568 -0.029167640837593808 0.0021647500030170653 -0.14152573089189668 -0.055020266857102901 0.072418231741541744 -0.00059685969493127977 leaf_weight=18.029679435960134 63.667198188108159 222.99229136989925 3871.2989498667785 4.1036442127078763 129.38382300198646 59.191171652637422 2.0274835131131113 leaf_count=690 1428 14092 71036 61 2531 323 17 internal_value=0 -0.00119552 0.000451551 0.0403961 -0.0359494 0.0528196 -0.101541 internal_weight=0 4287.34 4094.29 83.352 193.051 77.2209 6.13113 internal_count=90178 89087 85128 1091 3959 1013 78 is_linear=0 shrinkage=0.1 Tree=837 num_leaves=8 num_cat=0 split_feature=8 8 6 3 9 5 4 split_gain=9.83946 14.5402 13.0478 7.33766 6.36822 2.66346 1.04881 threshold=14.932137129077342 14.887810450428484 11.494353001403443 9.0781409062988576 5.9991806917619623 11.774316332292807 16.680944678146794 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.090872469652190854 -0.06611353373052202 -0.016155219757954649 -0.094445245382862655 0.085082566559040396 0.010609837440199089 0.0051239025626176231 0.006300747367669203 leaf_weight=5.3154680378283947 4.0797145949682081 215.87275127010457 22.719178916231613 22.884195510978319 312.50004843967326 5.2076325809025539 3.0344425287112244 leaf_count=209 5530 59550 7190 1204 14012 1141 1342 internal_value=0 -0.00536683 -0.0239732 0.0484317 0.00863284 0.0709456 -0.0382563 internal_weight=0 556.407 238.592 35.206 317.816 28.0918 7.11416 internal_count=90178 80961 66740 9217 14221 2345 6872 is_linear=0 shrinkage=0.1 Tree=838 num_leaves=7 num_cat=0 split_feature=4 0 6 6 10 10 split_gain=7.62808 8.92956 10.6594 4.9544 1.21773 1.60491 threshold=6.2674495412130637 7.3262118193312773 6.8439373106025139 5.518791101331245 10.16419367772758 7.6589223077342794 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.02665039639113273 -0.031933295201310968 -0.020738774198548766 0.0019597263970021158 0.042044848628003909 0.0035061511129666455 -0.099757189070953378 leaf_weight=5.689773699843502 9.5780742611391343 226.73035532811127 2259.5958460544525 72.761900213807166 2.183279024779039 8.8493433968451409 leaf_count=245 271 6861 81234 1023 156 388 internal_value=0 0.000961532 -0.000117676 0.0331595 -0.0648708 -0.0747036 internal_weight=0 2568.67 2486.33 82.34 16.7224 14.5391 internal_count=90178 89389 88095 1294 789 633 is_linear=0 shrinkage=0.1 Tree=839 num_leaves=8 num_cat=0 split_feature=2 1 10 0 1 10 10 split_gain=5.75194 10.3448 21.156 17.5966 8.72853 15.6051 15.0594 threshold=15.180136115310486 9.6660008048806585 9.4783487261067627 11.547063685880929 8.5212886891278075 8.6196281757617239 9.5907743509547654 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0026763562929330454 0.019013298093292733 -0.03758689651596131 0.047882943753245519 0.12013207656498232 -0.013214146117169218 0.14233038059926303 0.028447004664380795 leaf_weight=1552.5488807275713 203.64629470200828 125.71960076929281 86.419296789272039 6.5297258162349854 267.01949391854237 9.8500563644047343 127.2992789334786 leaf_count=37442 2664 16247 4167 3228 10815 182 15433 internal_value=0 -0.00216136 1.70997e-05 -0.0289565 0.00910519 0.0253398 0.000273403 internal_weight=0 1771.22 1638.97 132.249 607.815 213.496 394.319 internal_count=90178 61084 41609 19475 29094 2846 26248 is_linear=0 shrinkage=0.1 Tree=840 num_leaves=8 num_cat=0 split_feature=8 3 1 8 8 1 3 split_gain=7.17413 35.104 48.1313 17.549 15.7243 16.2313 15.491 threshold=14.897163769351938 8.3066625716412599 9.0795462063588221 14.904746724265181 14.890138170183148 8.3937802762880338 9.4508713931084092 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.023696170522100376 -0.026636264551215701 -0.011865250929216501 0.11525900420612661 -0.064849458069801524 -0.014897055076315353 0.029838219616782954 0.010975954456701041 leaf_weight=267.64707127545989 49.484069276572882 196.32134077948285 44.707808149984885 91.131388776730319 107.17419564368902 325.9472795749316 246.80075800035229 leaf_count=10390 10526 4383 2481 35492 3817 13223 9866 internal_value=0 -0.0114791 0.0412171 -0.0288295 0.00474187 0.0187598 -0.00707357 internal_weight=0 381.645 94.1919 287.453 947.569 433.121 514.448 internal_count=90178 52882 13007 39875 37296 17040 20256 is_linear=0 shrinkage=0.1 Tree=841 num_leaves=8 num_cat=0 split_feature=8 8 8 7 6 0 2 split_gain=12.6447 21.9107 14.3497 10.1847 6.07591 3.88576 3.39655 threshold=14.890626881336633 14.890401190624855 14.890157152163896 1.0000000180025095e-35 7.6555212302130498 8.709272452008074 14.955222487572579 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=4.0911800142019836e-05 -0.02461400361646017 -0.11101951959569444 -0.057924473543388012 0.041791884612893265 -0.1158594069463653 -0.04410858788268171 0.059342984506458342 leaf_weight=990.68545962579083 17.655552856865032 3.5529014539788468 43.631518161273561 152.4935160020832 11.1962627552125 26.235182847014016 5.499006328656832 leaf_count=20611 10870 33 1065 9907 14173 29638 3881 internal_value=0 0.00282419 -0.00245788 0.0376279 -0.0436442 -0.0680265 -0.00304362 internal_weight=0 1190.36 1034.32 156.046 60.586 37.4314 23.1546 internal_count=90178 31616 21676 9940 58562 43811 14751 is_linear=0 shrinkage=0.1 Tree=842 num_leaves=6 num_cat=0 split_feature=6 9 0 9 6 split_gain=12.0841 11.4969 24.4091 2.82737 0.614346 threshold=6.6387045061442764 7.714096927547998 8.9000105172020767 7.9463781022666558 6.3752834714674353 decision_type=2 2 2 2 2 left_child=3 -2 -3 -1 -5 right_child=1 2 -4 4 -6 leaf_value=0.01066253703632894 -0.080048737537804865 0.080978024788818881 -0.00076499181467819136 -0.10699454767753727 -0.033384740138901241 leaf_weight=2.6566028036418201 16.047921036558137 37.23805663399844 817.48519040771816 12.074222519992416 2.5205561089219364 leaf_count=4853 30963 3682 49253 1120 307 internal_value=0 0.00126827 0.00288681 -0.0809481 -0.0972379 internal_weight=0 870.771 854.723 17.2514 14.5948 internal_count=90178 83898 52935 6280 1427 is_linear=0 shrinkage=0.1 Tree=843 num_leaves=8 num_cat=0 split_feature=1 0 4 7 6 8 7 split_gain=7.35889 9.45488 9.05149 8.60499 8.29555 7.0572 4.89651 threshold=13.080446341736616 11.791867544816983 14.610235736557039 14.473783992034173 6.3752834714674353 14.907335691510722 8.1755850269902215 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.015306581784566521 0.047876755476443739 -0.079029472127770964 0.037589481117724963 -0.033786961866479656 -0.0025182576705577811 0.098456802708876856 0.18635057165206981 leaf_weight=285.32037267520354 6.5540567757270747 7.4626176836900404 30.44302774919197 4.9146774088731062 2962.5682441981298 14.258962882973718 4.5305654759285972 leaf_count=4439 74 79 814 96 84414 167 95 internal_value=0 0.0381158 0.0131891 -0.000544033 -0.000948153 0.0645649 0.115212 internal_weight=0 48.9903 37.9056 3267.06 3247.89 19.1736 11.0846 internal_count=90178 1062 893 89116 88853 263 169 is_linear=0 shrinkage=0.1 Tree=844 num_leaves=8 num_cat=0 split_feature=3 10 8 3 10 1 0 split_gain=12.7148 22.2435 32.5353 16.4065 14.187 15.7173 15.6629 threshold=8.6542180326630582 8.0352132703070271 14.930513278377072 7.915625375144506 9.8988532763241484 9.8341372548832418 9.8846142972933695 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0025423259978596523 0.0096585881550100543 -0.024970316892344094 0.0013213286820987374 0.036668611762370407 -0.029290423848151583 0.075014216556412716 0.0083756962002150426 leaf_weight=229.26274955924055 1265.1249640486631 797.49297665666472 1146.2164308950305 198.42546719652546 205.35548053990487 36.931708226195042 236.6935303577734 leaf_count=4066 27842 18830 7438 3780 6009 1828 20385 internal_value=0 -0.00492983 -0.00947328 0.0156926 0.00631538 0.0115685 -0.00914885 internal_weight=0 2371.4 1943.71 427.688 1744.11 1302.06 442.049 internal_count=90178 34114 26268 7846 56064 29670 26394 is_linear=0 shrinkage=0.1 Tree=845 num_leaves=8 num_cat=0 split_feature=3 10 5 8 8 10 6 split_gain=14.2518 35.5926 22.9478 48.3453 29.028 18.114 15.2904 threshold=8.8138371073964965 9.4905124194740349 11.934086883988952 14.931609817309598 14.930513278377072 7.6130619515470128 7.1182207443946917 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.017666984849600081 0.14643761202347502 -0.051345468559203855 -0.064422406268903387 0.010603783561940677 -0.0039067726708156081 -0.026887135589881036 0.0086486707313821794 leaf_weight=1280.7346551235701 5.1063237522212139 43.871643008436877 143.9920553346401 210.12001192173921 1214.224001153867 667.28117186158215 799.53030382131737 leaf_count=26193 221 1048 4510 1343 8813 15185 32865 internal_value=0 -0.00821103 0.00378753 -0.0199995 0.0071703 -0.0253553 0.00547082 internal_weight=0 1515.79 2849.07 354.112 2494.96 672.387 843.402 internal_count=90178 49319 40859 5853 35006 15406 33913 is_linear=0 shrinkage=0.1 Tree=846 num_leaves=7 num_cat=0 split_feature=4 5 7 10 8 1 split_gain=9.48012 10.0135 10.132 2.64056 2.6175 1.21094 threshold=19.714399874998094 12.922214371491485 8.4179526480333653 12.521439396079936 14.820894537509451 11.4059079734074 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.0075841418890619143 0.011486764277642943 -0.081313175259416698 0.020269884651037365 0.013584307434640465 -0.098425988155003641 -0.038652514702921137 leaf_weight=330.54571441552707 3.6024116235785213 17.120855119297634 214.50112777190952 3.1867337645353464 11.549519793950823 7.370069152704672 leaf_count=61712 58 9622 15220 1860 1193 513 internal_value=0 0.000771783 0.00339475 -0.0664829 -0.0640191 -0.0782508 internal_weight=0 565.354 545.047 20.3076 22.522 18.9196 internal_count=90178 88414 76932 11482 1764 1706 is_linear=0 shrinkage=0.1 Tree=847 num_leaves=8 num_cat=0 split_feature=5 7 7 9 3 6 1 split_gain=7.27726 8.58047 12.7424 8.42622 4.60656 1.36492 0.896207 threshold=9.686550327785417 1.0000000180025095e-35 1.9097346632798751 6.6521869566535052 7.3536149650030165 6.5440841314114868 6.9839293176881982 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.06085020431644339 0.0019550138683742248 0.081112028225332977 0.0013038401851310317 -0.034647927175137032 0.014282324244022203 -0.097466299098131717 -0.066056523624490382 leaf_weight=10.037313707186625 2.0756019709301681 19.169226541333046 2478.1592652513823 6.3298014140791592 30.38422865330358 15.482622871583656 19.661519916544421 leaf_count=305 100 266 85565 504 665 1733 1040 internal_value=0 0.00139265 0.00194866 -0.0329545 -0.00539292 -0.0815548 -0.059762 internal_weight=0 2519.07 2497.33 62.234 40.4215 21.8124 21.7371 internal_count=90178 86971 85831 3207 970 2237 1140 is_linear=0 shrinkage=0.1 Tree=848 num_leaves=8 num_cat=0 split_feature=8 8 8 8 4 8 5 split_gain=5.95087 8.3308 8.74813 7.54847 7.62625 7.35827 4.35888 threshold=14.67823852713458 14.781556778141429 14.81036057168097 14.601153418519075 9.1298591918333578 14.771689466117605 9.9384965954451534 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.044990434450677991 -0.010566919458223824 0.038130050714723598 -0.00071818612194218248 -0.01706980375422636 -0.0078606808164782323 -0.088684701423844881 0.072192096633770061 leaf_weight=37.269970988745627 32.32572920534767 58.613525043110712 2096.4331185922301 6.1664117035252266 94.501720036203551 18.540360321367189 31.638470935897203 leaf_count=594 1775 1065 82347 306 2977 355 759 internal_value=0 -0.000597378 0.000355614 0.0187891 0.00731386 -0.0402012 0.0575678 internal_weight=0 2205.91 2155.05 169.577 131.772 50.8661 37.8049 internal_count=90178 85542 83412 4636 3571 2130 1065 is_linear=0 shrinkage=0.1 Tree=849 num_leaves=7 num_cat=0 split_feature=8 6 4 7 5 7 split_gain=7.19325 6.94071 11.232 9.46293 2.18427 0.347621 threshold=14.91888241682727 6.8788941041374283 20.959836909431807 9.338512881478934 14.505780274321966 9.6068966138985825 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.01216502628264768 -0.074741268894836052 -0.0040531631942873131 0.050189176177185518 0.098008517380046525 0.028382227300239232 -0.018422548697475314 leaf_weight=181.96192370975041 15.577360615172898 1068.2990461275294 38.590182630126947 12.863004587095928 2.0412418555370087 2.0094798342668119 leaf_count=4232 29470 49233 338 178 1154 5573 internal_value=0 0.000949851 -0.00211848 0.0183043 -0.0585676 -0.0696436 internal_weight=0 1301.71 1106.89 194.825 19.6281 17.5868 internal_count=90178 53981 49571 4410 36197 35043 is_linear=0 shrinkage=0.1 Tree=850 num_leaves=8 num_cat=0 split_feature=3 5 0 0 10 8 1 split_gain=11.8314 15.6246 14.1473 9.22889 11.7626 6.58087 4.15282 threshold=8.2127153782974904 10.111854075392726 8.5770687952932665 8.2218676481357171 7.327044472037362 14.89000377268126 8.7774236765401223 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.015731929208687254 -0.031269589103029342 -0.026858439677686814 0.0040756704019029623 -0.094763400347274471 0.041384559616387331 0.033979437122947563 -0.09906564410008474 leaf_weight=89.405676439171657 19.04205294652462 183.11051442605094 749.5961682001124 5.7113272843730547 143.54593982070492 36.75061155863159 18.873314219101815 leaf_count=957 1360 14437 54035 136 8074 7552 3627 internal_value=0 -0.00461209 -0.00201963 0.0188358 0.0355789 -0.00109716 -0.0666952 internal_weight=0 970.622 932.707 275.414 149.257 126.156 37.9154 internal_count=90178 73459 68472 16719 8210 8509 4987 is_linear=0 shrinkage=0.1 Tree=851 num_leaves=5 num_cat=0 split_feature=8 2 8 3 split_gain=11.2697 15.0508 14.4207 1.65157 threshold=14.877113625005363 9.5580834386043634 14.905998535555076 9.617439735427185 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.086996445456102398 0.0028556838309171583 -0.052482984358568047 0.0022272417557581722 0.091225007151243279 leaf_weight=13.775539106222366 2.4376145830556224 50.256420677943197 801.28069589032202 19.072630301932804 leaf_count=12091 111 31382 44386 2208 internal_value=0 0.00107285 -0.00105945 0.0817824 internal_weight=0 873.047 851.537 21.5102 internal_count=90178 78087 75768 2319 is_linear=0 shrinkage=0.1 Tree=852 num_leaves=8 num_cat=0 split_feature=2 3 5 3 0 9 9 split_gain=6.99607 13.8966 20.0445 15.0988 9.63111 15.4807 8.7222 threshold=14.128656476379684 7.7722492666348737 10.649841384222166 8.7785296463034985 8.2594399441877027 7.1380518780930737 8.3313704268728568 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0073679943826512433 -0.02429259447691226 -0.014483539116518866 0.039942669752855653 0.0020793910753286633 0.078791147814312443 0.01145727141827837 0.14735185137834989 leaf_weight=324.08144842582988 68.702746838593157 975.3309306994779 160.42337557407154 1261.0785750284413 35.799176998567418 483.75364737052587 2.6862876947270697 leaf_count=5166 1617 26710 2104 37713 616 16202 50 internal_value=0 -0.00274148 0.0206601 -0.00514719 0.0077909 0.0162393 -0.00565039 internal_weight=0 2465.54 229.126 2236.41 846.321 519.553 326.768 internal_count=90178 68144 3721 64423 22034 16818 5216 is_linear=0 shrinkage=0.1 Tree=853 num_leaves=8 num_cat=0 split_feature=10 8 4 8 0 0 2 split_gain=11.9317 12.3155 12.0004 5.34995 7.22328 5.69547 1.73331 threshold=7.327044472037362 14.917062066687118 17.7656572409436 14.928289171479859 7.4889136663607863 7.9340086892421535 13.74549874842136 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 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right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0099649868683953577 -0.074959421209494476 0.017017246992825898 -0.013842829298455182 -0.035215938330319496 0.019972875020874272 -0.017512902792523134 -0.018576616124795865 leaf_weight=785.07260635014609 73.10961432874592 1249.3770620599407 1206.0141631217325 103.3855591335705 320.92406655822151 368.85214602856286 254.06851804401958 leaf_count=11692 4491 13606 21472 2246 31514 3637 1520 internal_value=0 0.00260898 -0.00445527 0.0130022 -0.0101586 -6.86699e-05 -0.0313657 internal_weight=0 3343.85 1991.09 1352.76 1016.95 689.776 327.178 internal_count=90178 49016 33164 15852 41162 35151 6011 is_linear=0 shrinkage=0.1 Tree=855 num_leaves=8 num_cat=0 split_feature=5 6 0 6 6 3 2 split_gain=8.80191 18.1082 10.6081 10.3383 13.5718 3.53058 3.43643 threshold=10.729244079221766 9.7312057715141389 10.311527917785876 11.052076142501679 7.794422939525588 9.4337421105091099 14.606754288823483 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.016741414653977389 -0.060134422323283879 -0.026364283087440987 0.026554799621863218 -0.0041485679907682736 0.03237780466772873 -0.026886928907689924 -0.086559276740510879 leaf_weight=82.015065293741827 53.29004509025151 56.259448257463191 111.15948584289117 8.2972841142254783 174.59065964321599 85.634246500228983 12.402775864669819 leaf_count=11235 38644 9372 11718 306 11729 6647 527 internal_value=0 -0.0134223 0.00872092 0.0111271 0.0166745 -0.039979 -0.0552397 internal_weight=0 306.343 167.419 277.306 256.606 138.924 20.7001 internal_count=90178 66381 21090 23797 22964 45291 833 is_linear=0 shrinkage=0.1 Tree=856 num_leaves=6 num_cat=0 split_feature=8 2 8 9 5 split_gain=7.01015 6.76843 8.59262 8.19439 0.185634 threshold=14.923390718400364 12.970039582877137 14.572237689267261 6.8894159018657755 10.695492123961861 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.028473344382510347 -0.026272581514448536 0.010269956375752216 -0.060820082306345107 -0.002200406564209416 -0.080642381069792823 leaf_weight=14.511778790096285 2.0141302705969784 749.86465660294198 35.984710732258463 1766.0646926532427 9.5718350482343322 leaf_count=318 6726 6663 7842 46258 22371 internal_value=0 0.000784967 -0.0351042 0.00151895 -0.074029 internal_weight=0 2566.43 50.4965 2515.93 11.586 internal_count=90178 61081 8160 52921 29097 is_linear=0 shrinkage=0.1 Tree=857 num_leaves=8 num_cat=0 split_feature=6 1 9 0 9 1 0 split_gain=5.77848 14.2105 16.6078 9.53918 11.2866 7.63405 5.93984 threshold=7.878707844948976 8.8806238192001974 7.6406721245370868 9.1343371727920246 8.0309492933225837 9.5645289732237178 10.868669520875644 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0039421986712594162 0.0076295567337690221 -0.041372510219146452 0.059915382192260738 -0.052225118636263335 -0.0019166054871836158 0.045047510104774202 0.10280466108715257 leaf_weight=800.70613922256734 989.96354615903374 113.20634868057505 41.907420803959667 50.907070260436853 317.14969793501257 56.77483629667222 2.0033056827878672 leaf_count=13937 22360 8336 1716 2697 38755 2032 345 internal_value=0 -0.0052209 -0.000698982 0.00483305 -0.00899759 0.00970016 -0.0380024 internal_weight=0 957.823 842.614 1414.8 368.057 1046.74 115.21 internal_count=90178 24334 15653 65844 41452 24392 8681 is_linear=0 shrinkage=0.1 Tree=858 num_leaves=8 num_cat=0 split_feature=8 0 8 2 5 1 4 split_gain=6.51164 21.1636 20.3148 16.3366 12.703 12.6614 4.7422 threshold=14.894551491458904 8.8547259212940403 14.890560407866088 11.861833659255757 11.199610345744915 8.3937802762880338 13.10124960655701 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=0.01564335407885286 -0.009613082077377353 -0.08424275269750453 -0.0064585136446561643 0.011604338378881947 -0.0148372093226922 0.04628998173705276 -0.047174784900407836 leaf_weight=210.91089622297295 46.57508315360792 17.872824273266815 63.255883143749088 308.16877123074937 384.52536384624364 159.14071329357103 125.63998269425792 leaf_count=13416 5855 5299 1071 23374 17135 2479 21549 internal_value=0 -0.00888072 0.00560895 0.0061087 -0.00403249 0.0313251 -0.0371305 internal_weight=0 498.257 817.833 326.042 595.436 222.397 172.215 internal_count=90178 56077 34101 28673 30551 3550 27404 is_linear=0 shrinkage=0.1 Tree=859 num_leaves=8 num_cat=0 split_feature=4 5 8 8 5 8 9 split_gain=11.9682 15.3158 11.2375 15.3853 8.4522 7.2678 1.36983 threshold=16.937435596118046 13.209969816022337 14.285776060475134 14.601153418519075 11.138666290884771 14.89000377268126 7.4696347274316013 decision_type=2 2 2 2 2 2 2 left_child=2 4 6 -4 -2 -3 -1 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.018050114250124167 -0.067764537430668334 0.058845581520858115 0.039553109206211884 0.002093027544658082 -0.018920551399642209 -0.050453154495693799 -0.0884175171286328 leaf_weight=4.2197699947283835 44.422710563614828 31.315011235885322 124.95977763948758 847.25588974930986 167.74654754018707 6.6823386535070304 12.74198516376782 leaf_count=202 5340 236 2237 68217 9271 3861 814 internal_value=0 -0.0189389 0.00550232 0.0069435 -0.0294171 0.0388231 -0.072891 internal_weight=0 250.167 989.177 972.216 212.169 37.9973 16.9618 internal_count=90178 18708 71470 70454 14611 4097 1016 is_linear=0 shrinkage=0.1 Tree=860 num_leaves=8 num_cat=0 split_feature=5 7 4 5 4 0 7 split_gain=11.1474 11.7156 12.5088 8.20014 1.62539 3.81591 1.30008 threshold=10.942658813902769 5.4401670866190317 16.913760297453241 11.83806986817706 15.230382319496092 9.4706443098013668 5.0569372068477252 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.01657955280777982 0.016033792707287962 0.016236989316715307 -0.0091233772883091598 -0.071278028243596581 0.014074451710555711 -0.062695220892567211 -0.08933719097454465 leaf_weight=3.6513431738367244 15.107365087405467 454.69403211776444 338.45275026491504 33.80710259837133 10.301956795570733 15.124134427330317 12.389656238554378 leaf_count=5902 4610 38758 13679 2234 6708 5418 12869 internal_value=0 0.00246652 0.00541732 -0.0445306 -0.0500423 -0.0322347 -0.0747205 internal_weight=0 842.061 793.147 48.9145 41.4671 25.4261 16.041 internal_count=90178 59281 52437 6844 30897 12126 18771 is_linear=0 shrinkage=0.1 Tree=861 num_leaves=8 num_cat=0 split_feature=2 6 0 9 9 8 2 split_gain=6.87213 19.8025 14.3422 23.4499 19.8228 12.9362 10.5796 threshold=15.171281435893556 7.0889519754575963 9.3210702160477101 8.4535251256813542 8.1013735160171425 14.908595028305081 15.508798813550746 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.0016784322390587447 0.00026569123836628242 -0.051133427888184049 0.051229802551717586 0.005750357165889051 -0.032569565975562341 -0.0082012210402413049 0.06941417221311029 leaf_weight=1509.5216544469768 41.261396761568903 76.784658234108065 140.20294379907864 576.93386105159516 189.2985938554084 726.06665280954621 46.729905522333866 leaf_count=34682 914 16898 2973 19084 3990 10787 850 internal_value=0 -0.0074182 0.00285255 0.0147007 -0.00215472 -0.0123658 0.037356 internal_weight=0 890.843 2415.96 717.137 1698.82 802.851 87.9913 internal_count=90178 29449 60729 22057 38672 27685 1764 is_linear=0 shrinkage=0.1 Tree=862 num_leaves=8 num_cat=0 split_feature=8 5 3 3 2 3 8 split_gain=11.7439 20.5934 22.9029 18.3233 8.81391 7.32029 5.02974 threshold=14.934514569198791 11.364831151402891 8.3066625716412599 11.951487375877063 15.886043662583313 6.2423815403969032 14.940098676709502 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0081652941026316844 -0.036711392228083117 -0.013035208764029966 0.012021455079392541 0.095534942225198982 -0.049181718567066844 0.023777884549858509 0.032475881350253755 leaf_weight=956.61518298318788 20.328190753236413 1350.5612480316977 1359.7194587335057 14.737666439395978 29.341534722829238 354.18150769278873 9.2620020870817807 leaf_count=13908 134 40527 30207 2350 264 2602 186 internal_value=0 -0.00205716 0.00368467 -0.0117942 0.0157046 0.0204055 -0.0292646 internal_weight=0 3681.63 2316.33 1365.3 413.113 374.51 38.6035 internal_count=90178 86992 44115 42877 3186 2736 450 is_linear=0 shrinkage=0.1 Tree=863 num_leaves=8 num_cat=0 split_feature=4 6 3 3 6 9 1 split_gain=12.696 14.4208 19.9792 12.0485 11.2473 11.172 3.91117 threshold=11.600195644165469 5.8449386424471648 6.9371990863841182 7.9832078794497372 7.4136118912394009 7.6647941498657906 7.8263929955765201 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.013709478911956889 -0.0021231087948292578 -0.070417794397043043 0.0022969201989184482 -0.081829671997550743 0.009616496417029748 0.078995348491082043 -0.052810859862904153 leaf_weight=95.063959161351249 37.64896294808932 37.145290786444093 4018.5398843413559 37.326182948972928 10.857713232930108 14.034091647930834 97.76257420540469 leaf_count=2012 656 565 82342 870 373 685 2675 internal_value=0 0.000805531 0.00161374 -0.0423596 -0.0239169 -0.00117498 -0.0465398 internal_weight=0 4130.66 4055.69 74.9751 217.718 109.098 108.62 internal_count=90178 84433 82907 1526 5745 2697 3048 is_linear=0 shrinkage=0.1 Tree=864 num_leaves=7 num_cat=0 split_feature=8 4 9 9 5 8 split_gain=9.62246 20.9493 14.6234 6.44278 6.74174 1.61478 threshold=14.755543580320479 12.380491490210838 8.1597086361600848 5.9991806917619623 9.8114929568947904 14.828882741269299 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.088199041459703767 -0.038347629446246839 -0.06225385693048683 0.0026531036967106501 0.052228135567252178 0.008670734377945721 -0.10984775035906287 leaf_weight=4.6512942542685769 5.4290870482873315 37.775584199755144 330.49168192270281 47.876494696683949 132.17224392236676 19.873752335738573 leaf_count=146 319 40155 37095 1333 4577 6553 internal_value=0 -0.010325 -0.00415539 0.0172805 0.0204775 -0.0965476 internal_weight=0 393.57 368.267 184.7 180.049 25.3028 internal_count=90178 84122 77250 6056 5910 6872 is_linear=0 shrinkage=0.1 Tree=865 num_leaves=5 num_cat=0 split_feature=1 9 6 8 split_gain=6.96167 7.88397 9.89945 8.57007 threshold=6.3193560299700344 5.9991806917619623 6.3752834714674353 14.899408278746956 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.080932906432591364 0.055618758650663347 -0.028910841330549053 0.001341836306884836 -0.070411004516262907 leaf_weight=9.4755561011816081 42.580319293309003 112.25516669753415 2405.2413356483157 5.2903824760269336 leaf_count=380 276 3902 85027 593 internal_value=0 0.00075416 -1.80743e-05 0.0405349 internal_weight=0 2565.37 2517.5 47.8707 internal_count=90178 89798 88929 869 is_linear=0 shrinkage=0.1 Tree=866 num_leaves=8 num_cat=0 split_feature=8 6 5 9 5 1 5 split_gain=5.92889 10.1638 6.24556 5.75098 25.4544 11.5272 3.33625 threshold=14.90208336904397 8.5496677926746383 12.622257144066745 10.967437036854367 12.429511598213832 10.657597402609927 10.541635698141132 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0028002388796699975 -0.10071443115287754 -0.0084247620836613336 0.04919661165217902 0.24759919308935929 -0.033732067942823941 -0.06326906251620866 -0.035701656115614058 leaf_weight=2134.1905923401368 8.5217543527295998 103.10704708165673 21.960820666880409 3.9773405355190325 8.5294349554460478 25.738844887042433 66.917160709403106 leaf_count=37578 5694 14921 10935 785 585 3673 16007 internal_value=0 -0.015539 0.00200303 0.00239172 0.067443 0.00198401 -0.0442672 internal_weight=0 200.507 125.068 2172.44 12.5068 2159.93 75.4389 internal_count=90178 47557 25856 42621 1370 41251 21701 is_linear=0 shrinkage=0.1 Tree=867 num_leaves=8 num_cat=0 split_feature=2 6 0 0 3 2 8 split_gain=6.62606 12.731 7.26615 7.21224 13.7148 12.936 5.3828 threshold=15.571633406061215 11.353675371894367 10.868669520875644 9.3933457523545609 10.671292181206679 13.714806311791465 14.899147067329563 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.013801482452724854 -0.051334686431694365 0.076393775699340805 0.011191943257597941 0.018428314951343228 -0.020289227963200946 -0.015920079671890356 -0.046651731208101531 leaf_weight=229.33850588147016 76.989935906897927 15.289012902936522 23.985775985007422 444.28615225647263 114.2654541920615 401.25954651834945 3.8162160651881996 leaf_count=5338 13081 459 952 18646 8205 42385 1112 internal_value=0 -0.0223343 -0.036518 0.00222009 0.0104856 -0.00510608 0.0507179 internal_weight=0 120.081 100.976 1189.15 558.552 630.598 19.1052 internal_count=90178 15604 14033 74574 26851 47723 1571 is_linear=0 shrinkage=0.1 Tree=868 num_leaves=8 num_cat=0 split_feature=3 0 2 5 8 8 3 split_gain=11.4383 17.835 14.6553 13.2318 10.9151 7.80313 3.1221 threshold=9.350372350165296 9.0992419486756031 12.673578259141348 11.42653674935975 14.888650765397751 14.601153418519075 7.4126353286476485 decision_type=2 2 2 2 2 2 2 left_child=2 5 6 -3 -4 -2 -1 right_child=1 3 4 -5 -6 -7 -8 leaf_value=-0.0019097612205635488 0.010516945188396871 -0.055209814210042424 0.00017482408813495449 0.0031094048453268325 0.023405019276088262 -0.093547092110210187 -0.071419680861908863 leaf_weight=8.4310521462557499 8.7093099403937781 45.357131251846965 547.46418711665319 241.43278860952478 319.79470420763118 36.067785466464329 27.474380510457195 leaf_count=405 248 10757 4747 17993 52654 2216 1158 internal_value=0 -0.0155488 0.00614097 -0.00627384 0.00875786 -0.0735187 -0.0555919 internal_weight=0 331.567 903.164 286.79 867.259 44.7771 35.9054 internal_count=90178 31214 58964 28750 57401 2464 1563 is_linear=0 shrinkage=0.1 Tree=869 num_leaves=8 num_cat=0 split_feature=6 0 7 3 9 6 10 split_gain=10.7881 23.8098 14.6671 11.079 10.9683 6.15957 5.6856 threshold=9.4451284588075488 10.157963546252516 7.1452718582442705 10.743367559408187 9.4241555777066477 11.353675371894367 10.334215978571264 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.0089447114190087766 -0.017125533717915451 -0.12015681377731476 0.00083063727827616682 0.029821027330650299 0.060368702058176862 -0.082571580749137397 -0.050465331068312781 leaf_weight=168.45354008223831 59.305011111225667 15.931773121910281 319.95057618399301 223.26325982593517 25.384592670583515 18.330876464902758 49.377132376250756 leaf_count=55221 5371 1304 15609 8453 1419 657 2144 internal_value=0 -0.0172967 0.00695573 0.0127787 0.000395665 -0.0334318 -0.0690219 internal_weight=0 259.147 620.85 543.214 193.838 77.6359 65.3089 internal_count=90178 60088 30090 24062 56640 6028 3448 is_linear=0 shrinkage=0.1 Tree=870 num_leaves=8 num_cat=0 split_feature=8 0 6 9 0 1 7 split_gain=6.92968 18.9725 42.9721 11.6971 39.8435 27.5118 7.94089 threshold=14.931609817309598 8.9213384134852038 7.5819354416485405 7.8564392594898633 8.8431887611381814 9.5645289732237178 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0013295231296725028 0.050352991677120977 0.12081211336584818 -0.0099470192906640914 -0.024547615441846537 0.048719821507021324 0.0049798790117252696 -0.044606562368405274 leaf_weight=1266.677330823477 8.5456329565495235 27.433778444537893 215.6128622625256 469.13736371588311 205.31711390154669 958.88812652787965 149.25692640570924 leaf_count=27739 67 670 4435 14522 4719 31851 6175 internal_value=0 -0.0122964 0.00524692 0.00171544 0.00796822 -0.00473093 -0.0391794 internal_weight=0 400.849 243.047 2900.02 1471.99 1428.03 157.803 internal_count=90178 11347 5105 78831 32458 46373 6242 is_linear=0 shrinkage=0.1 Tree=871 num_leaves=7 num_cat=0 split_feature=6 3 8 2 8 5 split_gain=11.6454 18.6593 12.7957 7.56283 5.33931 3.87342 threshold=11.792566147284171 11.951487375877063 14.931175039351993 16.013702844052908 14.940098676709502 10.625183840710474 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.0050340781022473061 0.054735213471453152 0.15820172865925775 0.0063027740561280941 -0.026646974633467952 0.052872201024639791 -0.057948222284571797 leaf_weight=2198.4956686640917 2.4690666713886449 9.4145413655824068 1817.9055539901601 2.4797898421238633 4.5042833238840094 53.194428177894224 leaf_count=69728 313 517 12752 101 32 6735 internal_value=0 0.000483109 9.75053e-05 0.120586 -0.0434799 -0.0520722 internal_weight=0 4028.3 4016.4 11.8943 60.1678 55.6635 internal_count=90178 83098 82480 618 7080 7048 is_linear=0 shrinkage=0.1 Tree=872 num_leaves=7 num_cat=0 split_feature=0 8 4 1 2 5 split_gain=12.8705 22.8621 19.4356 17.547 15.1637 11.4286 threshold=8.7438333106679718 14.92740058012337 14.354161080620777 7.2142317139668188 14.705124211437971 14.097259372530507 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -2 -3 -5 right_child=3 4 -4 5 -6 -7 leaf_value=-0.038665673991334769 0.23458396180254715 0.002156991429453292 0.0024944325479035159 -0.0076365343031106871 0.020975627110455322 0.034470442778118192 leaf_weight=195.35869397083161 2.0285370078054248 1005.3522701440379 275.66401371946449 2052.5888774345926 745.17522929562256 65.572271000695764 leaf_count=9402 121 7041 10182 54625 5351 3456 internal_value=0 0.00491326 -0.0146226 -0.0059764 0.0101752 -0.00631737 internal_weight=0 2221.55 471.023 2120.19 1750.53 2118.16 internal_count=90178 31976 19584 58202 12392 58081 is_linear=0 shrinkage=0.1 Tree=873 num_leaves=6 num_cat=0 split_feature=8 8 6 9 3 split_gain=8.78082 9.96206 17.0093 5.71342 1.04058 threshold=14.937791608657685 14.755543580320479 7.619934623680293 5.9991806917619623 9.2651528287471017 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.086273611227597205 0.012796460155421317 -0.083782081711685094 -0.0062717678518995068 0.018718923931690442 0.094815997072150937 leaf_weight=4.3606849044226683 2.2244407616399249 29.840940691646779 348.19607465091394 178.69648416477139 9.3132336342678155 leaf_count=146 442 17391 65669 5910 620 internal_value=0 -0.00333175 -0.0125951 0.0157627 0.0812847 internal_weight=0 561.094 378.037 183.057 11.5377 internal_count=90178 89116 83060 6056 1062 is_linear=0 shrinkage=0.1 Tree=874 num_leaves=8 num_cat=0 split_feature=7 4 2 7 3 5 2 split_gain=6.65885 8.25636 7.57095 5.99899 3.56371 10.9668 1.25557 threshold=10.851656625998922 18.290813434812268 15.474783942881347 4.3447456515966687 8.5635997518708642 11.735523885049423 14.229028870917288 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0016011441131790424 -0.071573535061266499 -0.061499231830888249 -0.017100966567294328 0.033762923397741298 -0.024203991527059765 0.14768502210552684 -0.0823493979903967 leaf_weight=2194.1218376589386 5.187424161951756 6.1594056712826832 239.13525636492795 102.25137594461899 6.2644612137091853 2.6185102971285232 14.873459290742515 leaf_count=62365 144 361 15904 4240 4315 167 2682 internal_value=0 0.000965101 -0.000243129 0.0278379 -0.0464688 0.0103957 -0.0669891 internal_weight=0 2541.67 2433.26 108.411 28.9439 7.80593 21.1379 internal_count=90178 82870 78269 4601 7308 311 6997 is_linear=0 shrinkage=0.1 Tree=875 num_leaves=5 num_cat=0 split_feature=8 2 3 3 split_gain=5.55157 5.25174 18.1095 12.6672 threshold=14.913676627498663 14.216007788343598 10.319871962920201 9.696672929875886 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.013458509736515585 -0.078723120835814786 0.0052241905152366026 0.11314189725747321 -0.029027293441126884 leaf_weight=367.27412466681335 7.7252463796871771 1870.5571987919757 10.662640175769409 113.59582854002474 leaf_count=7724 42942 27843 2754 8915 internal_value=0 0.00119085 -0.00959761 0.00324961 internal_weight=0 2362.09 377.937 1984.15 internal_count=90178 47236 10478 36758 is_linear=0 shrinkage=0.1 Tree=876 num_leaves=8 num_cat=0 split_feature=4 6 0 6 2 8 9 split_gain=6.22983 10.103 9.25211 13.9346 11.9652 6.46186 5.63229 threshold=13.985824681826589 9.9399606852453637 8.8431887611381814 8.5641686243771176 13.714806311791465 14.87965296985381 8.0587128613703758 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.026591730061588322 0.0075853558082702088 0.13161527946686111 0.023071489912025095 -0.0072923417694020325 -0.039437049913553401 0.012037957816927576 0.037915587079067253 leaf_weight=51.8976536143565 86.786946780900507 7.3594899536710718 210.61616889591414 527.89599263205025 141.51495665881703 238.25272933687211 34.778379930938627 leaf_count=3795 2186 383 10183 35563 19863 16543 1662 internal_value=0 0.0117924 -0.00405973 0.0013866 -0.0216068 0.00506087 0.0569522 internal_weight=0 332.288 966.814 738.512 228.302 290.15 42.1379 internal_count=90178 22383 67795 45746 22049 20338 2045 is_linear=0 shrinkage=0.1 Tree=877 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=11.3481 11.3561 30.3694 5.04609 threshold=14.891696904234349 14.572237689267261 14.601153418519075 11.117616444070858 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.0002479022691473435 -0.083362043802885755 0.057041168968239422 -0.0012476939179064757 -0.063128130333128418 leaf_weight=19.240867698481452 14.956640564781535 96.625441847136244 1058.502174015608 36.948867079132469 leaf_count=1967 57852 1065 28755 539 internal_value=0 0.00152277 0.00367324 -0.0419771 internal_weight=0 1211.32 1155.13 56.1897 internal_count=90178 32326 29820 2506 is_linear=0 shrinkage=0.1 Tree=878 num_leaves=7 num_cat=0 split_feature=4 4 2 7 7 7 split_gain=11.162 10.9994 10.415 4.01617 1.60355 0.0336146 threshold=11.208036567932256 20.959836909431807 13.62099497007585 10.774987046665135 12.408377390774088 3.9169018927373669 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.046074438914481861 0.026238506021791071 -0.10632136547216429 -0.0021240202945722601 -0.025444001101779967 0.00039903853005519635 -0.099568996678028585 leaf_weight=2.8490045013741101 159.31430648359401 10.69498773149826 672.30080165880236 14.739404004973037 2.1215107540629097 10.941486597694391 leaf_count=1584 12704 472 72086 233 66 3033 internal_value=0 0.00131974 0.00333444 -0.0621879 -0.0807176 -0.0923798 internal_weight=0 857.049 831.615 25.4344 15.912 13.7905 internal_count=90178 85495 84790 705 4683 4617 is_linear=0 shrinkage=0.1 Tree=879 num_leaves=8 num_cat=0 split_feature=1 10 6 10 1 1 8 split_gain=6.86653 40.5362 22.6575 18.8403 18.0837 11.6228 8.96591 threshold=9.2151832224055941 9.3935558760280813 10.240161521051871 9.0934605702232485 9.5645289732237178 7.2142317139668188 14.913185407320695 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.0023611426833989296 -0.002706675493261335 -0.024106421292322305 -0.074924602338080293 -0.031601203387218939 0.0042770010704225444 0.064483003298428529 0.059964335547899698 leaf_weight=1320.4643614509332 26.97083073727481 275.68837779163005 5.778638429765123 263.54712072376424 1188.4338253750357 61.509983738273149 144.64174152331543 leaf_count=34856 3040 6804 62 6423 35887 1284 1822 internal_value=0 0.00432254 -0.00481585 -0.00724296 -0.00108029 0.051589 0.0501563 internal_weight=0 1635.73 1651.3 1584.01 1464.12 67.2886 171.613 internal_count=90178 47553 42625 41279 42691 1346 4862 is_linear=0 shrinkage=0.1 Tree=880 num_leaves=8 num_cat=0 split_feature=10 0 2 10 3 5 6 split_gain=11.527 20.0704 34.8258 20.9912 14.7442 13.9381 9.1426 threshold=8.2124917739664038 8.3451491477880904 13.685330519301173 8.9748065130418535 7.915625375144506 9.967842824291635 10.271758836074349 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.020651282361823762 0.044533815912489678 0.016435387261992351 -0.023687341759163247 -0.0035883727473285491 0.027426181770402232 -0.024923793082437473 -0.086168165204834779 leaf_weight=116.53320187720237 82.853491615764142 715.36376647725319 699.20696646497072 1944.0546725497402 362.34684474697224 155.47241145445332 6.2774957753517802 leaf_count=1521 1065 12945 9322 55461 6644 3073 147 internal_value=0 -0.00234064 -0.0164122 0.00180202 0.0122586 -0.0053943 0.0252638 internal_weight=0 3441.48 782.06 2659.42 640.63 272.006 368.624 internal_count=90178 78793 10387 68406 11385 4594 6791 is_linear=0 shrinkage=0.1 Tree=881 num_leaves=8 num_cat=0 split_feature=9 6 3 3 3 10 1 split_gain=12.3306 18.1773 18.2814 14.0479 7.81888 10.8339 3.81593 threshold=5.8676095620559154 6.3752834714674353 7.4644649240909082 7.9506990956577619 8.0806472676422647 6.8180742650732657 6.9839293176881982 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.028705205950452634 0.0042161555589879489 -0.037339888126197637 0.0016687523139848695 -0.050645045285564995 0.054223154551049341 0.087181288049981862 -0.08312946928329272 leaf_weight=9.7781678998435364 73.812746120307565 122.90135151172217 3956.9954311495803 125.27805856808664 2.1309163512196383 36.081035532406531 5.4669573857099749 leaf_count=254 1556 2059 83279 2548 50 386 46 internal_value=0 -0.000958294 0.000484808 -0.0303859 0.0469279 0.0623865 -0.0427811 internal_weight=0 4278.99 4079.9 199.091 53.4571 45.8592 7.59787 internal_count=90178 89442 85338 4104 736 640 96 is_linear=0 shrinkage=0.1 Tree=882 num_leaves=7 num_cat=0 split_feature=5 0 3 8 1 7 split_gain=9.22616 14.2442 10.8033 12.2283 10.2088 1.33593 threshold=11.864114228189766 12.23938336501603 10.510708623250235 14.874443652260416 9.3390699780847992 10.851656625998922 decision_type=2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.0143259741557119 -0.065269367099549558 -0.1149663881257615 0.063234935319819913 -0.048242386863391329 0.016922736804311205 -0.0074522672742624863 leaf_weight=154.98475919634348 46.45400791820316 8.8336776207106578 19.501399758053594 17.950319608110476 316.45406675159188 4.6657555488150129 leaf_count=40857 18455 175 242 9382 20040 1027 internal_value=0 0.00417023 -0.0307835 0.00993963 0.00664119 -0.0602366 internal_weight=0 480.273 88.5715 37.4517 471.439 51.1198 internal_count=90178 61072 29106 9624 60897 19482 is_linear=0 shrinkage=0.1 Tree=883 num_leaves=6 num_cat=0 split_feature=8 4 8 1 4 split_gain=6.38345 6.33572 7.07438 1.40794 0.175598 threshold=14.923390718400364 6.2674495412130637 14.390433651313669 10.044293479915721 13.427562582338584 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.07238673272860785 -0.026055148601697577 0.044022301295127284 0.00054730622975534497 0.0111043882220292 -0.079937566107098623 leaf_weight=13.321587200534394 2.001369185904081 36.997657664462622 2503.7179093867244 2.0667198147966692 8.7757788172319788 leaf_count=487 4976 1208 59249 137 24121 internal_value=0 0.00079815 0.00119746 -0.0611801 -0.0729933 internal_weight=0 2556.1 2540.72 15.3883 10.7771 internal_count=90178 61081 60457 624 29097 is_linear=0 shrinkage=0.1 Tree=884 num_leaves=8 num_cat=0 split_feature=6 3 0 10 5 9 4 split_gain=4.90699 12.154 7.95607 16.1526 12.4024 6.80088 5.09706 threshold=9.1257336756398306 9.0274232109129482 9.5614775614551792 9.4670177015293309 11.677511096284412 7.2021395158282564 16.272765394036544 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.0030818674275421443 0.004367910941834037 -0.012684297189968968 -0.079281442041086281 0.050306043268253754 0.0017386678251211025 0.010761006053861656 -0.044706573351993788 leaf_weight=1079.917484026688 285.35219804711028 153.07948959561594 21.339164004840654 103.7104575672646 122.24796116147468 527.42275878086207 73.526370586584392 leaf_count=18146 7292 9396 8434 3943 16793 21809 4365 internal_value=0 -0.00159737 0.00929736 0.016711 -0.0107672 0.00146431 -0.0232253 internal_weight=0 1833.95 532.65 389.063 143.587 1607.34 226.606 internal_count=90178 53716 36462 11235 25227 39955 13761 is_linear=0 shrinkage=0.1 Tree=885 num_leaves=8 num_cat=0 split_feature=7 9 2 2 9 8 8 split_gain=6.27417 19.5139 19.3982 9.32466 16.0201 8.28728 5.04339 threshold=11.368128635468112 10.967437036854367 14.013900857802197 15.188180172810123 9.9725343785449407 14.863791496742204 14.903695585838657 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.02668493611646033 0.092161788476959036 -0.098766729742454457 0.053593040265397164 -0.039843131653117203 0.023977237348541517 0.0048515274284196266 -0.0069069824816669042 leaf_weight=90.40036929175767 31.740938188151631 16.947917295037772 14.755159737986103 138.1553941228799 54.05661353213236 942.92399512783459 5.9368873337866708 leaf_count=4991 693 2026 689 24197 3337 52433 1812 internal_value=0 0.029003 -0.0283854 -0.00169895 -0.0218635 0.00206943 0.0767766 internal_weight=0 69.3809 31.7031 1225.54 192.212 1033.32 37.6778 internal_count=90178 5220 2715 84958 27534 57424 2505 is_linear=0 shrinkage=0.1 Tree=886 num_leaves=8 num_cat=0 split_feature=4 7 9 2 2 8 2 split_gain=10.7512 11.3715 11.4234 11.2242 5.59712 6.99163 6.87744 threshold=18.290813434812268 3.5270361845031446 6.9602043955360182 14.456822132230281 13.546825074132277 14.890052929046103 17.153833041639519 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.010055119965915895 -0.032534153857217842 -0.0077812017124705563 -0.067544163517339523 0.013685533073223477 -0.050931073639204051 0.094505569961147187 0.064424639068249592 leaf_weight=33.130366940236854 9.6128896349691235 381.05664543241414 42.679489636861717 671.52918257151782 72.190469189378803 6.3925784038590328 4.720998860691906 leaf_count=1352 390 27088 2163 53575 4487 1004 119 internal_value=0 0.00320875 -0.0339424 0.00591415 -0.0320042 0.0207791 -0.0431143 internal_weight=0 1128.4 75.8099 1052.59 92.9169 16.0055 76.9115 internal_count=90178 84178 3515 80663 6000 1394 4606 is_linear=0 shrinkage=0.1 Tree=887 num_leaves=8 num_cat=0 split_feature=8 8 5 0 2 3 4 split_gain=10.4754 16.4386 27.3303 22.0869 16.1765 9.34018 8.76303 threshold=14.918440503101598 14.927118777216934 12.210393308066189 11.079273120837817 13.585296496002817 10.782706679584985 14.426694584421426 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.071295860947419173 0.031463294029053943 -0.077766798252073152 0.003377054860443224 -0.03249025273735718 -0.054830792331258753 -0.0039743640156629 0.029523893761771683 leaf_weight=8.797386482889122 304.63204524423418 50.57347675820165 212.30301568421783 64.737219764938345 100.31514886558443 56.372312726513883 73.03985837023356 leaf_count=1924 10851 20337 3790 1929 43196 1867 6284 internal_value=0 0.00661671 -0.0124693 0.0201971 -0.0179346 -0.0366751 0.0179561 internal_weight=0 632.246 262.876 369.369 238.525 156.687 81.8372 internal_count=90178 36907 24127 12780 53271 45063 8208 is_linear=0 shrinkage=0.1 Tree=888 num_leaves=8 num_cat=0 split_feature=2 8 3 3 8 3 5 split_gain=6.71906 22.0428 27.3163 16.2399 11.9838 15.5873 7.28088 threshold=14.013900857802197 14.909654479947964 8.8993085308512256 7.9506990956577619 14.913185407320695 8.0952447286945013 14.505780274321966 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0080300942884245878 -0.067757773792701315 0.021997942516326887 -0.0017588568770518294 -0.0027666926769520021 -0.0014678397058807604 0.052505536079765061 0.059848290863475907 leaf_weight=66.615745342583978 110.00199576640443 304.07779537653551 144.27788608211995 2004.7869205724492 518.34838743507862 115.51884729457379 19.116041547909845 leaf_count=1530 17375 3204 20382 29668 10454 6838 727 internal_value=0 -0.00257984 -0.0304637 0.000502925 0.00834932 0.0304417 0.000820092 internal_weight=0 2563.14 254.28 2308.86 719.599 182.135 537.464 internal_count=90178 70629 37757 32872 19549 8368 11181 is_linear=0 shrinkage=0.1 Tree=889 num_leaves=8 num_cat=0 split_feature=8 5 0 1 3 2 1 split_gain=11.1324 18.8144 29.9143 18.7244 9.81207 7.87197 6.52384 threshold=14.936789616334687 12.173478403075636 9.5888525502230859 12.112998377477359 6.2423815403969032 15.866992566240308 7.53007672291261 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.00089000486984029377 0.072275778686429204 -0.024309917758177715 0.036757039129780879 0.051040470041538014 0.048175833401757642 -0.019654836946550135 -0.065872883774255625 leaf_weight=3194.2837867848448 3.4298951476812389 470.33521353737888 224.99531024568068 34.533957189083139 105.07727209979203 19.828290407778695 15.496190391480921 leaf_count=52128 28 18623 15037 2974 975 312 101 internal_value=0 -0.00106527 0.00159727 -0.0190651 0.0271661 0.0373374 -0.038466 internal_weight=0 3924.15 3419.28 504.869 143.832 124.906 18.9261 internal_count=90178 88762 67165 21597 1416 1287 129 is_linear=0 shrinkage=0.1 Tree=890 num_leaves=8 num_cat=0 split_feature=8 0 3 2 5 1 0 split_gain=12.0463 12.5183 15.7519 14.9384 10.0436 7.03585 2.08216 threshold=14.907335691510722 7.8051977159271564 7.6295525221584652 13.507949299309066 13.392789936838307 6.3193560299700344 10.439569706504958 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.026948977013189792 -0.025270889820508704 -0.032834341498688378 -0.00042112013193996203 0.024536927945936541 0.13019825979012156 -0.083957804561130056 0.0090442287585879334 leaf_weight=6.3016166735901598 71.4674203901086 155.29008534428431 3685.2034306198238 358.90001082989329 2.096081075969777 35.169541741026933 2.9168709004588891 leaf_count=241 704 1621 40543 2914 470 42864 821 internal_value=0 7.38573e-05 -0.00173995 0.0162264 -0.050573 -0.0668676 0.0729308 internal_weight=0 4270.86 3840.49 430.367 46.4841 41.4712 5.01295 internal_count=90178 45782 42164 3618 44396 43105 1291 is_linear=0 shrinkage=0.1 Tree=891 num_leaves=8 num_cat=0 split_feature=4 5 6 1 2 4 6 split_gain=8.49735 9.73922 9.17069 4.87707 4.52151 2.71772 0.480319 threshold=18.869674688752287 12.622257144066745 8.2597240948850459 11.4059079734074 16.395457153942075 22.005150708497776 8.8422554902715795 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=-0.01677875957124024 -0.028865936404282162 -0.074579906948847238 0.013523255676276916 0.020110861907641959 0.037336938601100891 -0.084112484282046679 -0.079274273376277293 leaf_weight=136.70802467188651 3.7743101155904268 21.443392798973381 362.93300847233581 12.217451896941382 3.6668871522206237 2.0861099209159866 20.176750875635207 leaf_count=31409 981 13448 41302 797 490 143 1608 internal_value=0 0.00211395 0.00521529 -0.0461182 -0.0574325 0.000407355 -0.072806 internal_weight=0 524.751 499.641 38.2546 25.1103 14.3036 23.9511 internal_count=90178 86649 72711 3529 13938 940 2589 is_linear=0 shrinkage=0.1 Tree=892 num_leaves=8 num_cat=0 split_feature=7 8 1 8 8 9 7 split_gain=6.33863 10.5852 26.4189 23.2621 10.1993 14.0287 11.4781 threshold=4.7362078189612253 14.626033213993869 10.367491389643869 14.828882741269299 14.572237689267261 7.0974436530465734 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.044197876866136604 -0.07619946544949785 0.052611312423640103 0.10398724289402968 0.0011965926615287144 -0.0057279524256378372 -0.055403682022644375 0.067719201502445883 leaf_weight=12.461612689935007 41.642587379599718 90.858005995680287 9.1390180817907076 2095.6451340690774 208.91643251493042 77.246960162422965 28.579655703535536 leaf_count=577 1689 4071 716 74683 3876 4065 501 internal_value=0 0.00229934 -0.0423898 0.00335616 -0.0125819 -0.0192837 0.0334941 internal_weight=0 2237.28 50.7816 2186.5 327.205 286.163 41.0413 internal_count=90178 81159 2405 78754 9019 7941 1078 is_linear=0 shrinkage=0.1 Tree=893 num_leaves=8 num_cat=0 split_feature=8 5 3 0 10 5 3 split_gain=5.86833 9.19992 20.4349 7.88722 25.6623 11.3812 6.18972 threshold=14.899408278746956 10.760964555663355 8.4277378427190772 8.8098479791752844 9.302025283328982 12.156167252638125 7.7958309765764549 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.0044153553301103229 -0.0091304341772790575 -0.021205570984516298 -0.033168653823496923 -0.042754800449047781 0.075757357981876175 0.0046273513984076463 0.011496382718942568 leaf_weight=591.47444514361996 292.75872693638388 60.600438109104289 190.42847708206682 124.19602861775257 39.525864806522122 84.88745289561075 981.19583718811919 leaf_count=4465 18522 1091 9099 13518 3163 14484 25836 internal_value=0 0.00342631 -0.00476871 -0.00842106 0.00116413 -0.0235873 0.00957563 internal_weight=0 1823.7 781.903 541.368 332.285 209.083 1041.8 internal_count=90178 40491 13564 49687 21685 28002 26927 is_linear=0 shrinkage=0.1 Tree=894 num_leaves=6 num_cat=0 split_feature=8 6 4 7 6 split_gain=6.1806 6.23212 17.3012 10.6587 0.887188 threshold=14.926011390706412 4.9317471713750249 8.5314791987627139 1.0000000180025095e-35 4.3397287074235171 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.069563573552848493 -0.0090844392237780392 0.052891792289925993 0.06873378325229583 -0.0022384354383292323 -0.080995852628417991 leaf_weight=11.03168608243868 2.3726667823613061 35.12877180475698 36.546479356817144 1194.8005360639345 9.617982759549589 leaf_count=225 106 1097 515 62794 25441 internal_value=0 0.000764906 0.0358956 -0.000622137 -0.068561 internal_weight=0 1277.51 47.5782 1229.93 11.9906 internal_count=90178 64631 740 63891 25547 is_linear=0 shrinkage=0.1 Tree=895 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=10.3954 10.9214 12.3752 10.6371 threshold=14.891696904234349 14.889955778994116 14.890123011153568 14.601153418519075 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.020191203019365278 -0.082917923452742057 0.060519749251306348 0.0082713157489849917 -0.0090404324880552465 leaf_weight=148.46521313669655 13.786674613231524 54.289916070178151 254.24505217718979 744.58329428708385 leaf_count=3571 57852 3550 12425 12780 internal_value=0 0.00144259 0.0176308 -0.00416366 internal_weight=0 1201.58 308.535 893.049 internal_count=90178 32326 15975 16351 is_linear=0 shrinkage=0.1 Tree=896 num_leaves=7 num_cat=0 split_feature=3 0 10 8 1 1 split_gain=10.2491 11.7556 26.8864 19.7511 4.11651 0.86789 threshold=8.4540409920174273 9.7267231944542853 9.423934991684586 14.929356617910441 11.253084051285983 10.285877098030692 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.081591640389221509 0.031273692352995368 -0.12990775123979242 -0.0020204467858196224 -0.056003282387935116 0.038983483285656192 -0.02921554479760078 leaf_weight=19.654790966831918 209.55912593331186 15.918763010291512 581.25940812898625 28.642951321867258 3.2166820663319404 5.5370699286199843 leaf_count=24925 27764 1571 26070 9179 203 466 internal_value=0 0.00185389 -0.00564097 0.0205887 -0.0582097 -0.0716346 internal_weight=0 835.38 597.178 238.202 28.4085 25.1919 internal_count=90178 64584 27641 36943 25594 25391 is_linear=0 shrinkage=0.1 Tree=897 num_leaves=8 num_cat=0 split_feature=2 6 1 0 10 2 2 split_gain=6.25598 15.8233 14.6281 24.7898 24.7696 11.7473 8.57925 threshold=15.171281435893556 7.0889519754575963 9.1282611184157858 9.6441730844820572 9.2828748116701636 15.990225798754359 15.508798813550746 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.007011698381830897 -0.00090828395438905256 -0.018950438916295012 0.053941704191523346 0.081522541434317197 0.0057125921460658433 0.0089427438016331847 0.061407899627861855 leaf_weight=1251.4927807470085 40.949309842428192 589.98593580247689 118.28562867813889 31.44878999397406 995.99700385980032 202.12471318555254 46.903571762857609 leaf_count=30487 914 21245 2804 580 26858 6440 850 internal_value=0 -0.0073549 0.00249898 -0.00477965 0.0108761 -0.0118306 0.0326782 internal_weight=0 879.964 2397.22 1282.94 1114.28 792.111 87.8529 internal_count=90178 29449 60729 31067 29662 27685 1764 is_linear=0 shrinkage=0.1 Tree=898 num_leaves=8 num_cat=0 split_feature=6 3 8 8 3 1 5 split_gain=10.8658 15.0474 18.5701 11.7746 13.4449 9.82463 6.49554 threshold=8.0367877550772953 7.2820048901685555 14.930774884461373 14.936789616334687 8.7873144074596041 7.1050213556819095 12.507091176668071 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.022009294581939225 -0.014201736913136613 -0.00072024670349859295 0.019548970646232726 0.0039413179073467522 0.002387479260732045 -0.046278306929002755 0.055583271080769638 leaf_weight=27.091313522818382 1085.589914807189 1126.1520434152344 753.98503897991031 50.862998923519626 887.19257657376147 86.404886412638007 46.028876981697977 leaf_count=502 19306 21219 5148 849 41893 1005 256 internal_value=0 0.00527449 0.00741432 -0.00506719 -0.00674387 -0.0299283 0.0287912 internal_weight=0 1993.63 1880.14 2069.67 1972.78 113.496 96.8919 internal_count=90178 27874 26367 62304 61199 1507 1105 is_linear=0 shrinkage=0.1 Tree=899 num_leaves=8 num_cat=0 split_feature=7 10 1 1 3 9 9 split_gain=11.6519 12.7777 48.4543 38.5216 5.84926 7.41057 4.1647 threshold=9.699684675872172 9.6874165039918321 9.5518415261440186 9.6660008048806585 8.5468699099481942 8.8780289286483072 8.1895122966581493 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-7.0133107952554923e-05 -0.035075429004653179 0.054178537159114165 -0.06335218553103579 0.0012267165063435828 0.010639448700453788 -0.048181456620725205 -0.10466427567150956 leaf_weight=3133.1483039203977 24.028695566127226 166.62866196974119 124.85658917540059 761.77762416666428 47.275275516187321 37.728606180053703 14.036091799258427 leaf_count=51142 377 2049 3039 20028 1244 11969 330 internal_value=0 0.000435708 -0.00251399 0.0107785 -0.0306605 -0.0157246 -0.0627582 internal_weight=0 4186.41 3258 928.406 123.069 85.0039 38.0648 internal_count=90178 76258 54181 22077 13920 13213 707 is_linear=0 shrinkage=0.1 Tree=900 num_leaves=8 num_cat=0 split_feature=8 2 9 3 10 3 10 split_gain=8.33764 16.2038 12.1411 5.28703 2.59893 1.03936 0.869231 threshold=14.285776060475134 12.970039582877137 7.2776108089207234 7.0970597227589947 8.4700903537452277 9.2798101244978195 7.6130619515470128 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.067727657772953462 -0.04830108084585899 -0.071877079334892846 0.0022666810740202561 0.065020705497058198 0.021899491756588337 -0.10117682214285001 0.00046223794608910062 leaf_weight=4.386063498153816 8.9949458528815303 22.228392311152447 448.06916958836803 26.419255758519284 31.736000784207135 14.97043895900765 2.8424279754981399 leaf_count=62 1835 21830 57910 273 726 7517 25 internal_value=0 -0.00555321 -0.00138276 0.0321873 0.042257 -0.0840606 -0.0441161 internal_weight=0 494.263 470.298 65.3837 58.1553 23.9654 7.22849 internal_count=90178 89092 79740 1086 999 9352 87 is_linear=0 shrinkage=0.1 Tree=901 num_leaves=6 num_cat=0 split_feature=1 5 0 0 2 split_gain=6.2754 6.58959 9.12074 6.16558 0.0367427 threshold=6.3193560299700344 13.909365400813877 9.6851768795157493 11.348217385527382 14.669489609075802 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.086716468226641696 0.001613612399798397 0.068279147098171941 -0.024296617649542079 -0.055094558943944306 -0.033826730175058363 leaf_weight=6.8273670173698502 2382.4999126653438 23.292484399352819 143.07076300937842 4.0787976278907072 2.0106130084532197 leaf_count=288 59407 2032 25793 2566 92 internal_value=0 0.000675218 0.000136791 0.0486004 -0.0793456 internal_weight=0 2552.94 2525.57 27.3713 8.83798 internal_count=90178 89798 85200 4598 380 is_linear=0 shrinkage=0.1 Tree=902 num_leaves=8 num_cat=0 split_feature=8 8 8 5 4 1 0 split_gain=6.10174 7.23879 7.37259 6.69369 6.25128 7.70813 0.978835 threshold=14.67823852713458 14.781556778141429 14.801687455380572 11.509053352145829 17.095937782679886 9.435050218088378 9.3697157168427854 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.022336048160388255 -0.063145319317120183 0.041482767555812781 -0.00068700931235921123 0.013365847931896555 0.11632296570994788 -0.042405522875295157 0.044574214625708992 leaf_weight=133.83125338517902 33.44350284068787 41.290727160703682 2106.7088335465796 16.662988857831806 5.7843356704106537 20.353022848814362 5.411221628281055 leaf_count=2054 1931 710 82702 199 71 2176 335 internal_value=0 -0.000742367 0.000142541 -0.0379377 0.0191193 0.0135717 0.0881427 internal_weight=0 2198.11 2148 50.1065 165.38 154.184 11.1956 internal_count=90178 85542 83412 2130 4636 4230 406 is_linear=0 shrinkage=0.1 Tree=903 num_leaves=8 num_cat=0 split_feature=0 8 8 5 8 6 5 split_gain=6.11819 10.9305 11.4576 9.81241 19.7645 8.69883 3.68825 threshold=7.8812646291224651 14.891696904234349 14.88524577860194 10.637427323647822 14.90142061961137 6.5440841314114868 9.6383445967260339 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.044028629375328573 0.033664737325700987 -0.0052483975218511553 0.048904971636872907 0.035674201266874477 -0.064027113396448676 -0.0042383151344914443 -0.06238584432690384 leaf_weight=21.216730478718091 177.61048196632134 14.878626013352912 32.026287103712093 57.083464760353309 22.492763966629695 911.75008970681552 48.636975733543295 leaf_count=775 9641 676 387 1644 6151 64906 5998 internal_value=0 -0.0215951 0.011743 0.0023183 0.0224198 -0.00185232 -0.0492901 internal_weight=0 116.759 53.243 1168.94 200.103 968.834 63.5156 internal_count=90178 7836 1162 82342 15792 66550 6674 is_linear=0 shrinkage=0.1 Tree=904 num_leaves=8 num_cat=0 split_feature=6 8 8 8 0 7 9 split_gain=10.8069 10.0658 42.0869 30.3953 8.22068 7.37501 4.83205 threshold=10.753432602737652 14.820894537509451 14.792226499180844 14.85291165514945 9.5360310389204361 7.0891263791337975 8.1597086361600848 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0031116672623026412 -0.040641019908770143 0.055922211423151284 -0.10587287937026307 0.0011090735151205904 -0.082958092207878573 -0.0032647695155898744 -0.15235976347596358 leaf_weight=238.35454532688505 9.5566489740112974 116.76781485286483 40.610508671961725 717.97375036526091 13.160568493060962 65.037450309372389 6.9572241715577539 leaf_count=6131 431 1538 941 68470 876 11306 485 internal_value=0 0.00333953 -0.0130753 0.00883435 -0.0316755 -0.0175551 -0.0937196 internal_weight=0 1113.71 278.965 834.742 94.7119 78.198 16.5139 internal_count=90178 77080 7072 70008 13098 12182 916 is_linear=0 shrinkage=0.1 Tree=905 num_leaves=5 num_cat=0 split_feature=8 2 8 3 split_gain=9.89697 12.1122 12.3626 1.50555 threshold=14.877113625005363 9.5580834386043634 14.905998535555076 9.617439735427185 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.086575352913363546 0.0030248268368527715 -0.049917729837055481 0.002390528954066916 0.089044727080287212 leaf_weight=12.038597053895044 2.3874755520901116 46.943668275623168 783.55316008959835 16.288147403683979 leaf_count=12091 111 31382 44386 2208 internal_value=0 0.00121378 -0.000622663 0.0787607 internal_weight=0 849.172 830.497 18.6756 internal_count=90178 78087 75768 2319 is_linear=0 shrinkage=0.1 Tree=906 num_leaves=8 num_cat=0 split_feature=8 3 0 9 9 0 4 split_gain=6.36836 18.071 29.0904 13.1532 11.0115 30.765 20.2393 threshold=14.931439438905384 8.3066625716412599 8.8547259212940403 9.0131896508151375 7.5672260585974813 8.5416360423644822 16.463347436886483 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.00049677683388843887 -0.025081779290758922 -0.047598378524213315 0.053669002506158497 0.0037320264966923325 -0.012413360247129007 0.039856378330393911 0.010094193741455662 leaf_weight=928.37391315517016 101.04275160992984 151.2048077991567 85.882905001402833 74.080744625767693 1028.6550255228576 251.63852702567965 651.89640280147432 leaf_count=20166 2785 6580 1150 1542 33999 5103 18853 internal_value=0 -0.0117639 0.0111933 -0.0307775 0.00151663 0.00891688 -0.00368173 internal_weight=0 412.211 186.926 225.286 2860.56 1180.01 1680.55 internal_count=90178 12057 3935 8122 78121 25269 52852 is_linear=0 shrinkage=0.1 Tree=907 num_leaves=8 num_cat=0 split_feature=10 0 5 10 0 9 10 split_gain=10.8193 20.2484 29.1731 19.3092 15.7762 19.4074 13.7829 threshold=8.5535369049341838 8.820934437389683 10.423444963370743 9.5473869801447027 8.1439997035929821 7.9613526148726157 7.6972791654417057 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.021854513473570005 0.033942223715099466 0.015225049364102098 -0.017891815971169032 -0.0063352339051092142 0.029487738983984848 -0.061270739939222399 -0.0088756800715368653 leaf_weight=199.20033515989962 119.20807628384136 792.01648144183855 1128.1965149714979 871.46559876491119 382.87442965767605 24.180486625931735 537.63791297560238 leaf_count=3818 1504 17354 16078 36402 7602 927 6493 internal_value=0 -0.00328887 -0.0129151 0.00393302 0.00818527 0.0239594 -0.000549574 internal_weight=0 2910.89 1247.4 1663.48 1143.89 407.055 736.838 internal_count=90178 71338 17582 53756 18840 8529 10311 is_linear=0 shrinkage=0.1 Tree=908 num_leaves=8 num_cat=0 split_feature=7 8 6 5 2 8 1 split_gain=11.3711 17.1829 22.2217 18.2039 15.6812 18.8462 14.0523 threshold=6.829500617996918 14.93042045828112 8.9643917036949752 11.811138932055806 14.705124211437971 14.932137129077342 8.8709870479635757 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0036563409079394768 -0.0071030768030033407 -0.011836927298261602 0.021407741687523834 -0.040370290428605821 0.016956833116675455 -0.0086267494214755241 -0.018024096461568637 leaf_weight=762.65374265732862 486.265156399842 458.89974381759384 356.26905282816369 248.00360138043516 1108.6276833875172 388.13711680134293 490.42456487041909 leaf_count=12145 21722 3208 3470 20668 18730 2701 7534 internal_value=0 -0.00729401 0.00270106 -0.0183789 0.00341476 0.0103212 -0.00483646 internal_weight=0 1549.44 815.169 734.269 2749.84 1496.76 1253.08 internal_count=90178 49068 6678 42390 41110 21431 19679 is_linear=0 shrinkage=0.1 Tree=909 num_leaves=8 num_cat=0 split_feature=5 1 9 8 7 4 5 split_gain=8.93353 21.5269 15.8019 10.1542 9.64728 8.5091 4.3945 threshold=10.276168109567156 9.5765792372767073 10.371320686656171 14.390433651313669 6.1962161190798808 13.805535355096474 9.9384965954451534 decision_type=2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=0.00076357295288236818 0.015104052323032227 -0.035130150858621513 -0.13009847186363507 -0.067691692546108281 0.051208303507492947 0.011006540732281338 0.01115475403320833 leaf_weight=72.232332136136392 18.104303424668615 46.32213460273806 7.6409217835353029 73.188398920660916 78.861734526995861 256.77292843478881 2.7559545609983616 leaf_count=5908 264 3218 245 46191 5086 29133 133 internal_value=0 -0.00900036 0.0188517 -0.0512867 0.0272562 0.00386312 -0.0949623 internal_weight=0 394.388 161.491 91.2927 151.094 303.095 10.3969 internal_count=90178 78806 11372 46455 10994 32351 378 is_linear=0 shrinkage=0.1 Tree=910 num_leaves=8 num_cat=0 split_feature=7 6 4 7 0 9 5 split_gain=5.93141 11.3842 10.6286 9.20637 8.19039 5.97693 0.610957 threshold=8.2951194959715782 7.4136118912394009 17.64430489614902 6.0492701302706271 10.006136745501419 9.1036357180210778 9.8114929568947904 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0071492546835634791 -0.019634582147005822 -0.0012776217755215316 0.03476370425535346 0.0061887588877007549 -0.049797653883127284 -0.043503708737653204 -0.082650766567208211 leaf_weight=926.91985615410613 2.4399051058280774 251.16609018514612 137.09883053950296 1168.9944005659399 11.618436719999975 37.695749168547422 21.568296299937174 leaf_count=24765 104 7879 3416 34432 1117 17657 808 internal_value=0 -0.0125479 0.00212828 0.000289415 0.0278689 -0.00691909 -0.0772878 internal_weight=0 312.87 2244.63 2095.91 148.717 288.862 24.0082 internal_count=90178 26448 63730 59197 4533 25536 912 is_linear=0 shrinkage=0.1 Tree=911 num_leaves=8 num_cat=0 split_feature=8 8 8 8 9 1 0 split_gain=5.1912 7.47598 31.1485 19.0267 6.3716 9.54712 6.45579 threshold=14.67823852713458 14.834612849217498 14.849259031560523 14.820894537509451 7.3147094390121472 9.3075350782720907 8.6537117469342366 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0046016939422623779 -0.0021147575823497432 0.1005632417873667 -0.00053988301108369029 -0.084562228237642437 0.05726614455232773 -0.014796964316582542 -0.10905591117690219 leaf_weight=73.537196793593466 116.9185642197881 29.940679410341545 2013.2462521067923 35.822879592673416 61.455995213065762 25.556358117850323 4.3574605593457809 leaf_count=686 3550 710 80572 710 1268 2636 46 internal_value=0 -0.000609558 0.000990143 -0.0218756 0.0177352 0.0361729 -0.00305807 internal_weight=0 2195.93 2043.19 152.741 164.907 87.0124 77.8947 internal_count=90178 85542 81282 4260 4636 3904 732 is_linear=0 shrinkage=0.1 Tree=912 num_leaves=8 num_cat=0 split_feature=2 0 4 0 8 4 10 split_gain=5.61557 9.94434 11.7806 6.66457 10.1995 8.43744 4.77865 threshold=15.571633406061215 10.352182461006848 20.390660556885141 7.9340086892421535 14.892420099699093 15.208968641092492 11.183393178897912 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.007855724006029555 -0.055563380512819484 -0.0078260749077785265 0.12866340070521595 0.016346358674211567 -0.049022170603337502 -0.0022660820248578341 0.057384280771235308 leaf_weight=64.714360191453807 57.062873755915234 48.580007557902945 6.2547418816538984 387.59425244284876 60.043733171606618 652.02248508265507 3.2139361649915363 leaf_count=1352 11245 4015 156 28367 7357 37498 188 internal_value=0 -0.0210053 0.00976816 0.00205602 -0.0196907 0.00468213 -0.0487029 internal_weight=0 115.112 54.8347 1164.37 124.758 1039.62 60.2768 internal_count=90178 15604 4171 74574 8709 65865 11433 is_linear=0 shrinkage=0.1 Tree=913 num_leaves=8 num_cat=0 split_feature=3 0 5 8 0 5 8 split_gain=10.4962 15.6312 16.8511 10.773 10.2694 12.834 10.9847 threshold=8.7962391824311101 9.0647479729967539 11.117616444070858 14.601153418519075 8.3929958192941143 10.132047387665002 14.601153418519075 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.041160983527684596 0.024088194318984828 -0.053166432398278063 0.0083425215691321757 -0.044803110005359283 -0.068946326116805998 0.025013278749595604 -0.015492386176627931 leaf_weight=40.313824819167849 26.244402265809128 49.194119599777707 394.45342667160969 144.31749397792748 14.244609188394177 337.17290919117386 198.8033105601944 leaf_count=457 501 11145 27384 10999 844 21233 17615 internal_value=0 -0.00849137 0.00141783 -0.0341242 0.0101648 0.0210198 -0.0058093 internal_weight=0 614.209 443.648 170.562 590.535 351.418 239.117 internal_count=90178 50029 38529 11500 40149 22077 18072 is_linear=0 shrinkage=0.1 Tree=914 num_leaves=8 num_cat=0 split_feature=9 0 7 10 10 0 9 split_gain=10.3219 25.935 28.3776 22.0581 16.2299 14.8198 3.36103 threshold=9.0562279573531903 10.138641351074432 9.0417537712561593 10.295483006096516 11.492609472561396 9.0647479729967539 8.9671138492782418 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.035729309081172833 0.052606841822409246 -0.039916660883060895 0.013262339417294747 -0.090970458153496331 -0.09156709039170205 -0.020122627664737127 -0.018023612896247997 leaf_weight=66.710532440331122 132.66725478936542 150.89697263039943 294.73507371828327 38.017907741224917 7.3987377757694039 158.26979329936512 8.215853568007331 leaf_count=41734 7394 6604 11981 1593 273 20299 300 internal_value=0 0.00702522 -0.00479384 -0.0165357 0.044396 -0.00347675 -0.0786636 internal_weight=0 585.698 445.632 271.214 140.066 224.98 46.2338 internal_count=90178 26252 18585 63926 7667 62033 1893 is_linear=0 shrinkage=0.1 Tree=915 num_leaves=8 num_cat=0 split_feature=4 7 7 8 6 0 8 split_gain=5.76119 17.4706 12.6923 12.803 12.418 12.0839 7.99782 threshold=13.314555663435245 7.1078477684432873 1.0000000180025095e-35 14.930228801065299 6.3752834714674353 9.0320759176295606 14.626033213993869 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -4 -3 -1 right_child=2 5 4 -5 -6 -7 -8 leaf_value=-0.043778908595856904 0.02243894858104703 0.0064788362633923183 0.027266748396156906 0.1533855725898722 -0.0047028433032742008 0.066890304052393809 0.0035075426516300865 leaf_weight=37.616005686963035 37.447815880354028 59.307778440303082 126.89630212834163 8.4814351103268546 2432.3711877083188 74.63887704703302 484.03409000660031 leaf_count=1614 636 1417 2063 57 72119 1977 10295 internal_value=0 0.00831704 -0.00216384 0.0493731 -0.00310766 0.040388 2.0494e-05 internal_weight=0 655.597 2605.2 45.9293 2559.27 133.947 521.65 internal_count=90178 15303 74875 693 74182 3394 11909 is_linear=0 shrinkage=0.1 Tree=916 num_leaves=6 num_cat=0 split_feature=8 3 10 6 2 split_gain=10.1932 10.1711 20.3755 16.531 1.5342 threshold=14.904746724265181 8.496916854731662 8.389935938089641 8.8121809137436529 13.507949299309066 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=0.0053913802493747755 0.0083256770418562304 0.011411035128605435 -0.013131496074057886 -0.0070880694240707844 -0.083852364431637183 leaf_weight=2.0475649763484425 711.67990514394478 1408.9540393097986 1166.9553900061073 733.97397682208248 15.589727925301757 leaf_count=4033 5584 11965 9617 19326 39653 internal_value=0 0.000366938 -0.00500281 0.00507456 -0.0737584 internal_weight=0 4021.56 1878.64 2142.93 17.6373 internal_count=90178 46492 15201 31291 43686 is_linear=0 shrinkage=0.1 Tree=917 num_leaves=8 num_cat=0 split_feature=9 8 6 2 3 8 1 split_gain=10.2429 15.4639 15.0777 15.7048 12.3745 9.4944 2.07363 threshold=5.8676095620559154 14.933388599539702 6.3752834714674353 13.258010044317734 7.9506990956577619 14.928054595819104 6.7811729855112457 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.017568685812616568 0.0042559829020311765 -0.030379306701824229 -0.048568185953961701 0.0010372718309427781 -0.047606940398040337 0.083077347114789424 -0.18080164882606425 leaf_weight=12.006534709624246 73.396308124806183 2.0176297510042778 63.865348861807888 3968.3799767565069 121.59170639935928 37.252655645832419 2.0041189715266228 leaf_count=475 1556 45 9908 75430 2548 202 14 internal_value=0 0.0426411 -0.00107673 0.000239741 -0.0281629 0.0586842 -0.126415 internal_weight=0 53.2809 4227.23 4032.25 194.988 49.2592 4.02175 internal_count=90178 736 89442 85338 4104 677 59 is_linear=0 shrinkage=0.1 Tree=918 num_leaves=8 num_cat=0 split_feature=5 6 1 10 3 9 5 split_gain=7.82383 11.1198 10.6631 7.89498 9.78344 3.03099 2.79945 threshold=10.933379397126187 9.9399606852453637 9.8186958237416775 11.183393178897912 8.8049228894307117 9.65909259506798 11.303529342714477 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.014108263176503509 -0.015541366967576912 -0.069888673009801686 0.017259165207862075 -0.13435389038219714 0.02626694134654501 -0.029805229976306458 -0.047890529119882931 leaf_weight=84.810175047060056 43.592772162350911 15.051249125818684 111.40285345944858 2.4875986768311149 200.02733525554686 18.985461434613171 74.174931984184127 leaf_count=17542 11606 4090 13741 85 12211 704 30199 internal_value=0 -0.0141709 0.0064194 0.00978 0.014238 -0.0473564 -0.0361479 internal_weight=0 244.222 126.454 306.311 284.838 21.4731 117.768 internal_count=90178 59636 17831 30542 29753 789 41805 is_linear=0 shrinkage=0.1 Tree=919 num_leaves=6 num_cat=0 split_feature=8 5 9 4 0 split_gain=5.71475 5.65733 7.35116 6.55235 0.158292 threshold=14.923390718400364 9.686550327785417 6.6521869566535052 6.2674495412130637 9.5100183667201907 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0043520937061579902 -0.079107215946459863 -0.072224912094105989 -0.078275335594610126 0.0016074092545787851 -0.026185772212664382 leaf_weight=39.189247520698245 7.9638644429855372 11.07898702229795 19.585793647237097 2472.0422607416999 2.008436473936456 leaf_count=551 21466 349 1938 58243 7631 internal_value=0 0.000517725 -0.0298832 0.00124905 -0.0718067 internal_weight=0 2541.9 58.775 2483.12 9.9723 internal_count=90178 61081 2489 58592 29097 is_linear=0 shrinkage=0.1 Tree=920 num_leaves=8 num_cat=0 split_feature=5 3 3 8 3 8 4 split_gain=5.34785 7.72193 8.16839 6.844 7.43267 6.38125 2.23597 threshold=9.4308084680330087 7.2031987994230624 9.1888042131630279 14.67823852713458 8.7873144074596041 14.601153418519075 9.9130718397612743 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.054310733877354092 0.010347149426530417 -0.07595435300783504 0.10076818127835539 0.0039465937451649506 -0.0085915623077652461 0.060040970845342205 -0.029232074806615035 leaf_weight=9.1125891328090329 103.45085155275274 27.959021195272275 2.0161694790742777 1483.5970776055519 692.73305774134451 33.708088889667124 3.9315079146817871 leaf_count=119 2980 991 530 37669 46770 972 147 internal_value=0 -0.0338617 -0.0611983 0.00132363 -4.64556e-05 0.0229061 0.0288423 internal_weight=0 43.0193 29.9752 2313.49 2176.33 137.159 13.0441 internal_count=90178 1787 1521 88391 84439 3952 266 is_linear=0 shrinkage=0.1 Tree=921 num_leaves=8 num_cat=0 split_feature=8 2 0 6 8 4 0 split_gain=5.76197 12.6498 6.13559 9.33239 7.14478 2.95847 1.46686 threshold=14.720838954779337 8.0459400115095168 7.8812646291224651 8.5641686243771176 14.893110676724056 13.743234696186475 12.10746951414273 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.055549283540498887 0.0017553779265356648 -0.087441420184286855 0.014343841363809701 -0.004131404889967257 -0.050302498565082177 -0.030895800344386028 -0.0047173004137322297 leaf_weight=11.956934817135108 58.552506699110381 22.609735714984712 463.77662933985823 663.23957818690667 46.861895111444028 4.9398811087012282 2.4870903570263172 leaf_count=81 869 5196 31406 45998 6559 22 47 internal_value=0 -0.0359283 0.00131293 0.00347729 -0.0216421 0.0299624 -0.0797384 internal_weight=0 41.9936 1232.43 1127.02 105.414 16.8968 25.0968 internal_count=90178 5346 84832 77404 7428 103 5243 is_linear=0 shrinkage=0.1 Tree=922 num_leaves=8 num_cat=0 split_feature=1 5 4 7 0 3 4 split_gain=10.194 13.0571 20.1324 11.7201 11.4752 10.3147 3.30154 threshold=10.285877098030692 12.354114866459332 9.1298591918333578 10.497562817113865 8.2470330024222722 10.482534587742423 18.869674688752287 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.014172869578305139 0.17884173327140845 0.023190814071966638 -0.060030753170624701 -0.086613977505391668 0.012028698348570323 -0.040580727050467093 0.0036580383211098537 leaf_weight=212.68684772594668 2.7363208336273024 75.386614604457463 80.092080224569202 16.704775237644984 767.7307063591544 36.973117563390815 5.1514402898610561 leaf_count=16536 198 3292 8159 2002 51523 8214 254 internal_value=0 -0.0202322 -0.0501001 0.00469193 0.00633601 0.00203327 -0.066108 internal_weight=0 195.188 82.8284 1002.27 980.418 112.36 21.8562 internal_count=90178 19863 8357 70315 68059 11506 2256 is_linear=0 shrinkage=0.1 Tree=923 num_leaves=8 num_cat=0 split_feature=9 10 1 1 9 9 7 split_gain=9.64633 12.6201 10.8773 7.42345 7.74814 1.72438 0.912769 threshold=8.2806248505865856 9.0353390768808275 13.36497818431652 9.5885460026329081 7.5672260585974813 8.5403307594282669 10.497562817113865 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.083841444234608042 -0.022334475066450921 0.0070676163000606626 -0.054535494961723011 -0.091709506301669519 0.0041487371137256595 -0.10968756945017957 -0.013792211787275799 leaf_weight=11.779288353833861 3.613332460132141 730.2188643394818 28.838147597759871 17.999657435963858 45.754152760772513 9.9004090601756598 2.0566017338060183 leaf_count=30693 855 37526 702 3442 15858 1014 88 internal_value=0 0.00289833 0.00465851 -0.033873 -0.0149908 -0.089479 -0.0847542 internal_weight=0 772.571 759.057 77.5897 57.5334 13.5137 20.0563 internal_count=90178 40097 38228 50081 46551 1869 3530 is_linear=0 shrinkage=0.1 Tree=924 num_leaves=8 num_cat=0 split_feature=8 7 3 0 9 0 1 split_gain=6.27568 13.6784 11.9983 10.8754 8.93497 30.3998 26.4585 threshold=14.932038140668062 1.0000000180025095e-35 6.7046708222886204 7.6870462158359087 7.7407608389759348 8.9213384134852038 9.2151832224055941 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0030932040525798918 -0.047505198467064413 0.033946636889232863 -0.02357167251917551 0.14267188125446825 -0.030477868429642035 0.058785411458941797 0.0027213125904648706 leaf_weight=1260.9316937340045 3.7621135115623465 40.429827304556966 295.41303382612386 8.7370105944573861 296.37283665092764 105.28710872090596 1244.753192944976 leaf_count=28855 36 256 9225 55 9560 2173 40018 internal_value=0 -0.0126454 -0.0165672 0.0861517 0.00153982 0.00742496 -0.00367882 internal_weight=0 348.342 335.843 12.4991 2907.34 1366.22 1541.13 internal_count=90178 9572 9481 91 80606 31028 49578 is_linear=0 shrinkage=0.1 Tree=925 num_leaves=8 num_cat=0 split_feature=8 6 1 0 0 10 1 split_gain=9.9057 13.06 18.8392 8.63416 7.40944 11.408 4.37353 threshold=14.936789616334687 10.271758836074349 12.112998377477359 13.365415874404215 9.3440448428907885 9.0445456744141399 10.804159111509817 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.00016810245258051297 0.056140028570811996 -0.029650874963797282 0.090236724910276414 0.11708599852761077 -0.10563720772339698 0.01780267871687596 -0.055232106932417174 leaf_weight=3681.1814935536058 62.471628153230995 184.30003195458448 22.195656364693605 3.1328008235723237 7.3965180017985395 68.215196302160621 2.9598297625780097 leaf_count=70906 395 17079 557 220 61 933 27 internal_value=0 -0.000908651 0.000397939 -0.0265899 0.0259768 0.00450625 0.0503465 internal_weight=0 3890.81 3703.38 187.433 141.043 75.6117 65.4315 internal_count=90178 88762 71463 17299 1416 994 422 is_linear=0 shrinkage=0.1 Tree=926 num_leaves=8 num_cat=0 split_feature=4 7 8 8 7 3 3 split_gain=10.992 11.8359 20.7309 17.2677 8.38561 5.22 4.94312 threshold=9.9130718397612743 6.1430139522990919 14.92740058012337 14.930228801065299 4.2693660640857081 6.7046708222886204 8.8049228894307117 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.087338829892169276 0.01626737578206354 -0.020757767218315529 0.00087685282074732212 -0.0033845345438252789 -0.045213124290028966 -0.015855516177517241 -0.12559651665592469 leaf_weight=4.7634028217503319 885.30434225650242 584.35182687255019 1819.8591890684656 901.74547932928544 36.548107073795109 31.791483030729069 9.61588260981034 leaf_count=157 19454 47767 13830 6568 705 1117 580 internal_value=0 0.000192856 -0.00438796 0.00635467 -0.0364021 -0.000440876 -0.0642648 internal_weight=0 4191.26 2404.21 1787.05 82.7189 36.5549 46.164 internal_count=90178 87619 61597 26022 2559 1274 1285 is_linear=0 shrinkage=0.1 Tree=927 num_leaves=7 num_cat=0 split_feature=8 6 6 9 5 0 split_gain=8.56289 14.7767 16.4228 5.10093 5.06932 1.99923 threshold=14.755543580320479 7.619934623680293 12.684463994435214 5.9991806917619623 9.8464219473282011 9.432195732387969 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.083830824673492899 -0.050079391180266788 0.00052593433552575316 -0.1064876167544565 0.047855061809393258 0.0091462727297453375 -0.11038151812639017 leaf_weight=3.9186165265709851 15.170881647917442 329.43416917394995 13.992893807282824 45.751845246966695 124.88376490932569 11.914026665273921 leaf_count=146 15870 62789 3795 1407 4503 1668 internal_value=0 -0.00984644 -0.00413083 0.016954 0.0197435 -0.0795907 internal_weight=0 370.512 343.427 174.554 170.636 27.0849 internal_count=90178 84122 66584 6056 5910 17538 is_linear=0 shrinkage=0.1 Tree=928 num_leaves=6 num_cat=0 split_feature=1 8 8 10 6 split_gain=5.59212 6.66376 20.4117 14.1636 0.0283371 threshold=6.3193560299700344 14.886609811404641 14.863791496742204 9.3115016994345652 9.2799489998343265 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.085225354956022667 -0.003506557594010324 0.0024248841511080644 0.041771584176309967 -0.017799753948574436 -0.033500988758435928 leaf_weight=6.1870987466122624 297.13788449981803 1655.9070856178287 148.63401471187535 436.7627895658261 2.027352335148862 leaf_count=321 10457 39159 3186 36996 59 internal_value=0 0.000563411 0.0116503 -0.0018027 -0.0774807 internal_weight=0 2538.44 445.772 2092.67 8.21445 internal_count=90178 89798 13643 76155 380 is_linear=0 shrinkage=0.1 Tree=929 num_leaves=8 num_cat=0 split_feature=2 9 8 3 10 2 8 split_gain=5.03844 24.5873 24.7167 10.9382 8.96211 5.80085 5.18458 threshold=13.8220490143545 10.607692509534585 14.894551491458904 9.7825895425719747 9.5121305882254692 15.046254295766886 14.81036057168097 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.0042610701502206619 0.0010069883201096646 0.29425225515706649 -0.065743835545543736 -0.06328136601113564 0.020943335349161044 -0.012136114465705011 -0.041624871990467105 leaf_weight=66.503386543917941 1843.2492603965916 3.9009131486200195 2.6191830829353648 34.332619314192272 255.9336272036353 61.245899045478581 83.829338040920561 leaf_count=919 43662 658 4586 3897 15698 10567 10191 internal_value=0 -0.0165628 0.160126 0.00193412 0.00344645 -0.0309729 -0.0252335 internal_weight=0 156.853 6.5201 2194.76 2099.18 95.5785 150.333 internal_count=90178 16354 5244 73824 59360 14464 11110 is_linear=0 shrinkage=0.1 Tree=930 num_leaves=5 num_cat=0 split_feature=8 6 8 7 split_gain=5.53392 5.33169 7.47856 3.96757 threshold=14.927853812706594 15.120249453586034 14.874443652260416 4.3447456515966687 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.021208754091062737 -0.07951126396369089 -0.055531684593799084 0.0025395922772538195 0.06545069949842508 leaf_weight=149.92636671254309 7.7006365168738276 2.3730250052176443 1091.1978748789825 18.32371144478202 leaf_count=11674 23062 32 55149 261 internal_value=0 0.000514893 -0.000343945 0.0496591 internal_weight=0 1261.82 1241.12 20.6967 internal_count=90178 67116 66823 293 is_linear=0 shrinkage=0.1 Tree=931 num_leaves=8 num_cat=0 split_feature=3 7 0 1 0 10 3 split_gain=10.2539 13.7671 13.1611 6.89353 6.97767 6.3498 5.64703 threshold=8.2127153782974904 5.3637583962384241 8.3340002156245507 7.1050213556819095 7.3262118193312773 8.7380649852388128 7.2820048901685555 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.018532872712921415 -0.0067635772925475571 -0.039624354956414524 0.0052568109411715146 -0.047981071535710212 0.027155234978374722 -0.048655807211925944 -0.077525211922151768 leaf_weight=10.884291389033139 60.923619448201862 70.973884350626008 707.70016121486663 12.173065970376227 227.264936467594 89.435294583891732 12.114669300548028 leaf_count=559 3196 7009 57318 785 14723 5936 652 internal_value=0 -0.00424226 0.00112045 0.018107 0.0231516 -0.0318384 -0.0331876 internal_weight=0 929.033 778.674 262.437 239.438 150.359 22.999 internal_count=90178 73459 64327 16719 15508 9132 1211 is_linear=0 shrinkage=0.1 Tree=932 num_leaves=8 num_cat=0 split_feature=9 10 0 7 0 10 9 split_gain=9.05846 37.2486 24.7443 26.0909 18.7818 10.211 2.69516 threshold=9.8488039580207793 11.097692869833994 10.642870333888316 9.1680744568814561 10.536440514196281 12.182535247181088 9.6839342435500821 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.0042680601705376029 0.067175538332966342 -0.12823227404079668 -0.051196615253858761 0.016240089195840714 -0.069882969683588966 -0.094333871791580759 -0.05848794009248879 leaf_weight=413.95287789718702 77.826326428429638 23.482638733741169 78.919952924635254 202.36811678972117 36.223807012890802 3.2682101965474422 10.671574170926759 leaf_count=72761 4760 661 2641 7685 1273 161 236 internal_value=0 -0.00958599 0.0112929 -0.00279472 -0.00184022 0.0595967 -0.108724 internal_weight=0 484.331 362.383 281.288 450.177 81.0945 34.1542 internal_count=90178 74931 15247 10326 74034 4921 897 is_linear=0 shrinkage=0.1 Tree=933 num_leaves=8 num_cat=0 split_feature=3 9 7 9 6 1 7 split_gain=5.68517 15.8069 12.1278 15.0317 10.5307 9.50423 8.56236 threshold=9.6553197313576344 8.6585318033535295 10.187891521250469 8.2481486471666035 8.1265478754486775 10.932969334034397 8.8034001607073815 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.00068643936503517034 0.053371865002675024 0.03657446060834061 0.047072811510932067 -0.017876901876560134 -0.004581103503560462 -0.028640831847841653 -0.0091810498528557358 leaf_weight=1903.4052136683895 99.275588784403226 70.421217177587096 80.123754543536052 564.87301066347209 479.15219032704772 20.113875737319177 27.650798368496908 leaf_count=47762 1660 1303 1425 15604 21830 208 386 internal_value=0 0.00812017 -0.00217737 -0.00356736 0.000749338 0.0317471 0.0397795 internal_weight=0 676.5 2568.52 2468.28 549.573 100.238 126.926 internal_count=90178 25179 64999 63366 23133 1633 2046 is_linear=0 shrinkage=0.1 Tree=934 num_leaves=8 num_cat=0 split_feature=10 3 8 5 3 10 2 split_gain=9.35184 15.7401 23.0828 15.4407 8.51735 10.399 7.52451 threshold=7.8040919013243384 8.316115432822679 14.931609817309598 11.364831151402891 7.8586657796468371 7.327044472037362 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.030006620353696958 -0.023638076636052399 0.010607657874082618 0.0048972811034520549 -0.0047888269081923177 -0.10134374791985344 -0.02154335322985523 0.042090606504790712 leaf_weight=71.936839207333833 639.3321945534185 1324.7949140283636 508.15098855551332 1279.6038156202944 2.8488028643914722 83.441266220112084 116.19742028285873 leaf_count=1497 12065 30106 3376 38926 134 1494 2580 internal_value=0 -0.00125551 -0.0110082 0.00304406 0.0178354 0.00236248 0.0378426 internal_weight=0 3751.88 1147.48 2604.4 274.424 155.378 119.046 internal_count=90178 84473 15441 69032 5705 2991 2714 is_linear=0 shrinkage=0.1 Tree=935 num_leaves=8 num_cat=0 split_feature=4 0 10 10 6 9 5 split_gain=10.6282 20.2503 24.3333 22.7285 13.2942 19.9874 6.7233 threshold=13.708628048424542 8.4856532054216007 9.4142409486164702 8.5132130099455274 9.7978760907837064 7.4933371993087468 14.235101055907755 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.017916940888058196 -0.0036750297884548203 -0.014860270835845655 0.0061427249323984072 0.025556263504066645 -0.070659127956591558 0.013369868451778963 0.060259745253224209 leaf_weight=584.83571809109571 456.57998917094665 998.79971064055462 1229.6698221564734 635.49325941816642 45.209509272357309 312.55400978282455 3.5347825383651061 leaf_count=9603 7935 19137 36671 7238 1908 7598 88 internal_value=0 0.0021939 -0.00327326 0.0133429 -0.00981494 -0.00701723 -0.0601448 internal_weight=0 3320.54 2228.47 1092.07 946.134 897.39 48.7443 internal_count=90178 70981 55808 15173 19197 17201 1996 is_linear=0 shrinkage=0.1 Tree=936 num_leaves=8 num_cat=0 split_feature=8 8 6 2 4 8 10 split_gain=8.03286 11.9599 10.3195 8.16774 3.92474 1.2182 0.513544 threshold=14.932137129077342 14.887810450428484 11.494353001403443 14.099040754475061 15.053662984110717 14.937791608657685 9.4670177015293309 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.01743555931760573 0.011005593534631429 -0.014756675562123423 -0.088898775993126886 0.019487637257226846 0.041984003448852877 0.091499075349626049 -0.045656784210176007 leaf_weight=82.838239786892643 2.0012964806278459 198.17285347478133 19.832088701071825 209.64574342764899 16.008755322087385 9.6397179785035387 3.4043056691962192 leaf_count=3200 2773 59550 7190 11021 4572 821 1051 internal_value=0 -0.00419922 -0.0218766 0.00900636 0.0474063 0.063329 -0.0262357 internal_weight=0 510.489 218.005 292.484 31.0541 25.6485 5.4056 internal_count=90178 80961 66740 14221 9217 5393 3824 is_linear=0 shrinkage=0.1 Tree=937 num_leaves=8 num_cat=0 split_feature=5 9 8 3 8 3 6 split_gain=5.64575 29.934 20.4784 15.8373 17.7349 12.0294 11.913 threshold=11.17956735095475 7.3509112748356662 14.905998535555076 7.9669469790425067 14.905998535555076 8.5386154289371969 8.0213340512632438 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0055948286170335029 0.027014476596798905 -0.065480853447343015 -0.087337175912231002 -0.019866779656001508 0.15382899200335595 -0.019801283649492504 0.0071802853045734062 leaf_weight=1071.2918582853163 71.242528893897543 79.841167654168601 23.249514966742936 198.6556435559246 12.205382509439913 206.31822481990008 882.49842168909026 leaf_count=7421 1325 4444 10552 7216 1889 16645 40686 internal_value=0 -0.00399313 0.00354291 0.0054566 0.0471648 -0.03273 0.00219678 internal_weight=0 1380.7 1094.54 1164.6 83.4479 286.159 1081.15 internal_count=90178 39062 17973 51116 3214 21089 47902 is_linear=0 shrinkage=0.1 Tree=938 num_leaves=8 num_cat=0 split_feature=5 1 3 0 1 2 10 split_gain=4.767 24.3983 10.1587 7.35462 7.00429 7.96012 7.41326 threshold=10.208681107860786 7.7619200682033762 9.5962103380085662 8.2719632685497242 10.631908580812061 13.891624545666414 10.489785249435835 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.012154686158385301 0.0026483888427516261 -0.062110694432324802 0.12307291467940912 -0.079796180863985752 0.041345742457600809 -0.058624473486251286 0.066765908789355038 leaf_weight=187.47057033682225 2008.5555706357611 82.586184022987027 2.1684263119384175 8.1276520537508059 9.4843212257377996 34.546803499581131 17.198341799432228 leaf_count=2522 64053 4492 2760 178 6580 7202 2391 internal_value=0 -0.0115129 -0.0559929 0.00794742 0.00235982 -0.0366509 0.00322541 internal_weight=0 280.353 84.7546 195.598 2069.79 44.0311 2025.75 internal_count=90178 9952 7252 2700 80226 13782 66444 is_linear=0 shrinkage=0.1 Tree=939 num_leaves=8 num_cat=0 split_feature=5 0 2 3 2 1 7 split_gain=5.34154 8.76625 12.15 8.78309 8.47579 6.81056 2.72899 threshold=13.793851287651751 9.4837301851795068 14.642425702560944 7.4644649240909082 12.562335490553524 9.3810150432324306 9.125054884912041 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00093293691965588399 0.065754258340859378 0.087352430769107509 -0.0315275218412613 0.0086635276849748848 0.10012011699550277 -0.056132049946177633 -0.030671615272943289 leaf_weight=514.7145163972574 9.7503736854987419 13.594466036309312 147.58085961021891 529.17788218385408 2.0661206773311269 46.596810928404011 3.3578157601914418 leaf_count=24586 232 358 29874 30039 169 2723 2197 internal_value=0 0.00138037 -0.00633693 0.0107914 -0.0285403 -0.0476155 0.0406304 internal_weight=0 1205.07 662.295 542.772 61.7711 48.6629 13.1082 internal_count=90178 84857 54460 30397 5321 2892 2429 is_linear=0 shrinkage=0.1 Tree=940 num_leaves=8 num_cat=0 split_feature=2 3 0 1 2 6 5 split_gain=9.79286 9.89091 11.4436 7.15119 0.324349 0.349816 0.226924 threshold=11.682578314229954 8.5876976612772236 8.2470330024222722 7.1050213556819095 11.129147021492949 8.4341549963804727 9.5797670646115094 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.031563395719067369 -0.037977015847174916 -0.056931392513654283 -0.0022091472212292934 0.016650854665125146 -0.060391562554154836 -0.0064518093597208358 -0.093713100027905838 leaf_weight=2.0590135577992887 24.46111864471186 39.483402745220701 683.98133323325646 425.03880851562189 2.1370607672051838 2.3856179162523858 9.1004060328048109 leaf_count=230 1192 3416 49874 29637 172 893 4764 internal_value=0 0.00196682 -0.0052701 0.0136004 -0.0751937 -0.0382596 -0.0857848 internal_weight=0 1172.96 723.465 449.5 15.6821 4.52268 11.1594 internal_count=90178 84119 53290 30829 6059 1065 4994 is_linear=0 shrinkage=0.1 Tree=941 num_leaves=8 num_cat=0 split_feature=5 6 0 8 4 0 3 split_gain=8.89126 9.75572 9.96567 3.01285 2.56203 0.879108 0.299443 threshold=10.942658813902769 6.0708020247992822 9.3210702160477101 14.92225403204545 15.230382319496092 8.380550640788984 9.8723111823571159 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.064108838253748857 -0.042588665827596794 0.030734255489503176 -0.001768123389823103 -0.014307781544046275 0.0011126738614002862 -0.094069910293624479 -0.11982876966184303 leaf_weight=8.9543693167967167 2.2424126317532673 108.32127055777528 687.5516767466529 2.0022901388192613 15.165008842405312 11.474529879203144 5.3264554270572262 leaf_count=12616 624 28438 30023 5604 8251 4426 196 internal_value=0 0.00154925 0.00268859 -0.0475853 -0.0246892 -0.0840263 -0.104586 internal_weight=0 803.442 795.873 37.5962 24.1194 13.4768 7.56887 internal_count=90178 59281 58461 30897 20867 10030 820 is_linear=0 shrinkage=0.1 Tree=942 num_leaves=8 num_cat=0 split_feature=6 7 9 8 1 4 8 split_gain=5.89299 8.73614 6.78288 31.0398 16.0153 6.50416 5.4635 threshold=13.564787983629468 10.632668222387311 7.2413059921409717 14.928945438665446 8.849485735198181 14.476854561577364 14.920226640256773 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.015703301017249004 -0.019440234355449611 0.040900372601615213 -0.023309162667763166 -0.029348377091031497 -1.2889973769501844e-05 0.094754083327034083 -0.033813892764842667 leaf_weight=745.23597513296409 5.9773643186199505 15.998576164944096 348.80270696134903 191.38425622973591 1886.8335853329372 22.068831541837426 22.075523183913901 leaf_count=13876 76 731 11132 7795 55605 434 529 internal_value=0 0.0292788 -0.00066359 0.00647619 -0.00365636 0.070585 -0.002176 internal_weight=0 66.1203 3172.26 936.62 2235.64 28.0462 38.0741 internal_count=90178 1770 88408 21671 66737 510 1260 is_linear=0 shrinkage=0.1 Tree=943 num_leaves=8 num_cat=0 split_feature=4 3 5 7 3 8 7 split_gain=9.75686 13.4495 16.6942 7.82308 8.96498 4.35801 3.42886 threshold=17.7656572409436 11.951487375877063 12.922214371491485 7.6544060098406019 7.4644649240909082 14.940098676709502 9.5146456435591951 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.00052245642906482309 -0.042942117866599377 0.15437934912964024 -0.035184045543724667 -0.002370324644791024 0.037382359654937317 0.069674982520950099 0.027706486551771964 leaf_weight=3502.3846805628045 14.362103341318287 5.7519281776794724 143.69553792641727 173.59354084221877 162.07065929228065 7.8205089593539006 3.8869817342133501 leaf_count=71161 143 234 7886 6319 2969 99 1367 internal_value=0 -0.00157069 -0.00189778 0.0157087 0.0306386 0.00110038 0.110703 internal_weight=0 3655.72 3646.08 357.847 176.433 181.414 9.63891 internal_count=90178 80648 79047 9530 3112 6418 1601 is_linear=0 shrinkage=0.1 Tree=944 num_leaves=8 num_cat=0 split_feature=0 9 3 2 8 2 8 split_gain=10.6157 25.3937 23.9566 16.6408 16.1066 14.8071 9.73759 threshold=9.5614775614551792 8.4880712103830742 9.5371471574215274 14.955222487572579 14.931866074970911 13.507949299309066 14.930513278377072 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.0020632239849497831 -0.089856449970991847 0.096500772761796527 -0.066242274397384976 0.012289600034614786 -0.013682272232264753 -0.0059114643864564458 -0.005232796011543135 leaf_weight=2249.9551426808066 60.639017670050634 13.521381240246681 70.085966111203106 1259.0566863702579 51.261835279990919 508.05567569386585 41.685721261754225 leaf_count=33946 1864 8513 3688 18907 354 22621 285 internal_value=0 -0.0123908 0.00163155 0.0030887 -0.0553913 -0.00307694 -0.0437367 internal_weight=0 633.478 3620.78 3509.01 111.901 521.577 111.772 internal_count=90178 33352 56826 52853 2218 31134 3973 is_linear=0 shrinkage=0.1 Tree=945 num_leaves=7 num_cat=0 split_feature=8 8 4 1 3 7 split_gain=7.01566 8.0928 15.3933 6.89061 0.893228 0.367765 threshold=14.937791608657685 14.859092336325736 12.380491490210838 9.3171864001047133 9.2651528287471017 8.8843309430007604 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0078789992022221724 0.01203978985549939 -0.10851629570154016 -0.0083536130917124616 0.026680244740423287 0.030791633576526967 0.10303013817166431 leaf_weight=104.72902071313189 2.1269276505072403 15.247496688553381 281.01612721334885 126.48348641616758 2.0145523453102196 6.1383551581820939 leaf_count=3531 442 6344 72456 6785 136 484 internal_value=0 -0.00293432 -0.0138563 0.0110599 0.0767685 0.0904946 internal_weight=0 527.476 296.264 231.213 10.2798 8.15291 internal_count=90178 89116 78800 10316 1062 620 is_linear=0 shrinkage=0.1 Tree=946 num_leaves=6 num_cat=0 split_feature=8 5 9 8 10 split_gain=5.25738 5.4748 11.4184 10.2163 0.146975 threshold=14.923390718400364 12.429511598213832 8.0309492933225837 14.828882741269299 9.9136803710815418 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0018694401004808335 -0.078379916382810805 0.059322747527372481 -0.019744870901771391 0.0045346098967292579 -0.026087143409257021 leaf_weight=2058.9958076120515 7.341136631727748 42.667935447185073 276.31672810755435 155.16874915910989 2.0027190217415409 leaf_count=24852 21873 444 23773 12012 7224 internal_value=0 0.000660625 -0.000695345 0.0165898 -0.0707773 internal_weight=0 2533.15 2335.31 197.837 9.34386 internal_count=90178 61081 48625 12456 29097 is_linear=0 shrinkage=0.1 Tree=947 num_leaves=8 num_cat=0 split_feature=8 5 3 10 2 1 9 split_gain=5.1631 7.85652 7.90961 4.97192 4.85738 9.98941 9.06023 threshold=14.90208336904397 12.622257144066745 8.4358814027792715 8.3083907934494743 14.85730898318131 8.5212886891278075 10.774259555737961 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0029012901738684903 -0.062011336932470996 0.16420304182132084 0.012238683344277891 -0.014823172464724102 0.01895072795630931 -0.0015612339281151162 0.088718502620035 leaf_weight=1178.9851638531586 25.566324045950552 3.1461135947120082 20.85536836480685 147.99686009293904 423.8643776030658 537.84764607733814 9.8936123292369285 leaf_count=17622 6027 587 11118 29825 3499 20422 1078 internal_value=0 -0.0146438 0.0379292 -0.0220895 0.00220916 0.00748949 -0.00206493 internal_weight=0 197.565 24.0015 173.563 2150.59 961.712 1188.88 internal_count=90178 47557 11705 35852 42621 23921 18700 is_linear=0 shrinkage=0.1 Tree=948 num_leaves=8 num_cat=0 split_feature=7 0 2 8 5 5 8 split_gain=5.20442 20.5849 14.3813 7.29525 17.1429 11.0038 3.1154 threshold=11.368128635468112 11.178005330924931 14.497617467762192 14.859092336325736 13.438090200498062 13.793851287651751 14.903695585838657 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.046742028888719873 0.094213732489633328 -0.078519000105208556 0.049212045983021396 0.0025264207534238265 0.087840203763931077 -0.047353643050756795 0.0075435675042449055 leaf_weight=73.841849818989431 28.192333854003664 20.685831785281152 13.975718653302463 1064.5111851435954 9.8993061568326066 45.142534063837047 5.0477415366019605 leaf_count=9812 678 1948 642 71810 141 3195 1952 internal_value=0 0.0265622 -0.0270814 -0.00170291 -0.0299838 0.000456409 0.081657 internal_weight=0 67.9016 34.6616 1193.39 83.7412 1109.65 33.2401 internal_count=90178 5220 2590 84958 9953 75005 2630 is_linear=0 shrinkage=0.1 Tree=949 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=9.69265 10.6675 16.7748 13.307 threshold=14.891696904234349 14.890362634532156 14.890543937865024 14.890191053956032 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00064827943749291362 -0.082481066589082858 0.052915096499290708 -0.0055169994860612779 -0.079298961910095722 leaf_weight=956.0737077082631 12.788605927909428 95.304967833566479 99.951370915739972 21.007256350130774 leaf_count=20966 57852 8520 2485 355 internal_value=0 0.00185235 0.0231281 -0.00241862 internal_weight=0 1172.34 195.256 977.081 internal_count=90178 32326 11005 21321 is_linear=0 shrinkage=0.1 Tree=950 num_leaves=8 num_cat=0 split_feature=9 10 4 10 4 6 10 split_gain=8.94136 17.3993 16.5442 14.2046 10.0629 2.65966 2.2843 threshold=8.7445086335579791 9.8988532763241484 16.442128527605551 9.3532761994643625 13.805535355096474 10.441791835629763 10.378898444679702 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.01991713681110957 -0.047520765924647046 -0.055392570669173496 -0.059726663971284101 -0.036373192161441074 0.010331446547467458 -0.13686311925929748 -0.10780662737341458 leaf_weight=94.475792011341241 10.132193411988281 32.985554755416615 34.886213138085395 48.991187344303626 600.13052531807352 5.7682841212108533 13.56285180391478 leaf_count=44447 1314 2906 10776 3070 26533 305 827 internal_value=0 -0.0208822 -0.00185452 0.00440957 0.00675598 -0.0861123 -0.0726106 internal_weight=0 175.91 129.362 665.022 649.122 15.9005 46.5484 internal_count=90178 58956 55223 31222 29603 1619 3733 is_linear=0 shrinkage=0.1 Tree=951 num_leaves=8 num_cat=0 split_feature=7 5 9 8 2 5 9 split_gain=5.62338 11.3159 8.88721 6.48467 14.8871 10.3759 5.70842 threshold=12.09016309432562 11.735523885049423 10.774259555737961 14.897632360894949 14.18802104426452 15.380672092647268 7.8697074493209191 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0058204631673165995 -0.0026974229690408975 0.037759720895259939 -0.025596005368342445 -0.00026787425816766859 -0.049332329286317658 0.064254508665565577 0.11272117328738412 leaf_weight=111.13024184780079 5.6225720607326393 42.423797578521771 44.205129923764616 2900.0658549610453 86.196884844532178 24.139376966282725 16.41576880269713 leaf_count=6669 72 775 1884 49339 30837 201 401 internal_value=0 0.0221384 0.00550731 -0.00090016 -0.0183988 0.000286543 0.0844359 internal_weight=0 108.667 86.6289 3121.53 197.327 2924.21 22.0383 internal_count=90178 3132 2659 87046 37506 49540 473 is_linear=0 shrinkage=0.1 Tree=952 num_leaves=6 num_cat=0 split_feature=8 3 10 2 2 split_gain=9.33944 8.94052 17.5766 12.7923 1.50605 threshold=14.904746724265181 9.0887261744609606 8.772209286679761 14.922556281393055 13.468550727759018 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=0.0053344172074170724 0.0061298868903756866 0.026394864874073155 -0.0086449952229182767 -0.00043061400871708018 -0.08349956829075722 leaf_weight=2.0444812267064689 1467.6843761297641 293.19339618916956 1781.3193596989004 449.11782906324333 14.494542243024169 leaf_count=3897 11925 11352 15464 7751 39789 internal_value=0 0.000292085 -0.00197085 0.010186 -0.0728403 internal_weight=0 3991.31 3249 742.311 16.539 internal_count=90178 46492 27389 19103 43686 is_linear=0 shrinkage=0.1 Tree=953 num_leaves=8 num_cat=0 split_feature=0 1 8 3 2 3 8 split_gain=10.7231 15.9155 21.815 13.2777 9.86644 22.7541 9.2727 threshold=7.8812646291224651 6.9839293176881982 14.887810450428484 7.2031987994230624 13.507949299309066 7.7722492666348737 14.916270404062788 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.034029083119803974 -0.010646998663429512 -0.05252450418184304 0.3063496608043208 -0.001874149554068418 -0.080213240966550969 -0.073538670635432818 0.020818493300872029 leaf_weight=38.490031841331984 4.672209743577695 51.498784350827009 2.9533134626981337 3668.0908325438104 8.3130669551646843 38.305452906886785 435.80391296185553 leaf_count=702 188 957 104 81093 3254 591 3289 internal_value=0 -0.0022754 0.133407 -0.00258935 0.0130288 -0.0198811 0.0187514 internal_weight=0 3727.22 7.62552 3719.59 520.912 76.7955 444.117 internal_count=90178 82342 292 82050 7836 1293 6543 is_linear=0 shrinkage=0.1 Tree=954 num_leaves=8 num_cat=0 split_feature=5 9 3 1 5 2 6 split_gain=7.18539 11.6388 9.31332 8.25937 3.80553 2.42051 0.806741 threshold=11.864114228189766 11.673435897653535 10.510708623250235 9.3390699780847992 13.07949930122852 16.451576983438169 11.96998372423699 decision_type=2 2 2 2 2 2 2 left_child=1 3 5 -1 -4 -2 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.013167150110227134 -0.063010429386586506 -0.11295342043350748 0.028537714646401754 0.015839340442048225 -0.04704021165024555 0.022979995795001894 -0.036724759107528405 leaf_weight=145.53597913295357 43.712500094251141 7.421123950109175 26.927274417985245 296.8138060473475 7.7835729880453064 3.0393695504835696 3.2338272180968488 leaf_count=40866 19100 189 2259 19933 7365 382 84 internal_value=0 0.00370268 -0.0283853 0.00628784 0.0107474 -0.057056 -0.0949537 internal_weight=0 453.005 81.4627 442.35 34.7108 46.7519 10.655 internal_count=90178 61072 29106 60799 9624 19482 273 is_linear=0 shrinkage=0.1 Tree=955 num_leaves=8 num_cat=0 split_feature=1 9 10 8 5 3 9 split_gain=5.86916 23.5378 17.427 24.5176 12.7722 12.765 9.78252 threshold=8.7871547874401781 7.2648456547042279 8.985181241955349 14.828882741269299 10.996096347157708 8.3815884814088726 7.9893754409139364 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=-0.0041908086227864906 0.043120611921358458 -0.052995053510988571 0.050398263041004199 -0.0052950958215355502 -0.012485561416088324 0.018155059901241805 -0.032777109951725239 leaf_weight=769.62448591751286 155.20967573223618 118.49229438671 86.932799183745374 781.00085195220288 225.78913607978961 381.5832239608626 18.319617888276298 leaf_count=11962 3983 3940 6145 51313 5342 6116 1377 internal_value=0 -0.00364039 0.00613308 0.000334768 -0.0265409 0.00322536 0.0349661 internal_weight=0 1495.49 1041.46 867.934 344.281 1151.21 173.529 internal_count=90178 27360 62818 57458 9282 18078 5360 is_linear=0 shrinkage=0.1 Tree=956 num_leaves=8 num_cat=0 split_feature=0 10 1 1 5 3 7 split_gain=4.58861 16.4428 16.84 7.66545 5.73746 11.1909 8.04165 threshold=9.1799631872983003 9.8851236432969518 9.9105969475060274 9.718695308498754 11.748821011074428 8.6786434141791684 5.5888192379083792 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0021104283291907737 0.019236206495682546 0.15090598716672177 0.0052221294489831413 -0.066659935113831059 -0.058062571688069248 -0.046691010867413195 0.0047642699113171569 leaf_weight=1923.7972809105672 36.023202432719216 14.027620679516533 16.967917680613709 15.346367890870622 21.331805098939185 85.378872537026183 231.28453935082734 leaf_count=43566 2942 689 968 598 1664 16040 23711 internal_value=0 0.00270609 0.0738099 0.0015321 -0.00936196 -0.0271313 -0.000749068 internal_weight=0 1970.14 30.9955 1939.14 374.018 121.402 252.616 internal_count=90178 45821 1657 44164 44357 18982 25375 is_linear=0 shrinkage=0.1 Tree=957 num_leaves=8 num_cat=0 split_feature=6 2 4 9 5 5 2 split_gain=4.95764 5.3153 17.259 12.812 3.33389 3.32385 1.52894 threshold=15.120249453586034 15.188180172810123 18.57500803766936 10.457554042666965 12.311168924783212 12.815137844481002 14.013900857802197 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0055882758372324016 0.038199456325315247 -0.030106181228652541 0.048669842087398024 -0.03022078288490836 -0.074558334571020318 0.038703949487671314 0.12384572682275673 leaf_weight=936.45586449755592 5.3670829279726622 157.54821294513749 32.791168910500801 110.83777554097651 2.642797529410017 8.0118013058781781 4.6819799744116608 leaf_count=54312 73 27241 1382 6889 24 213 44 internal_value=0 -0.00102511 -0.0163514 0.0017733 0.0471856 0.00662326 0.0857003 internal_weight=0 1237.63 190.339 1047.29 20.7037 10.6546 10.0491 internal_count=90178 89824 28623 61201 354 237 117 is_linear=0 shrinkage=0.1 Tree=958 num_leaves=8 num_cat=0 split_feature=8 8 8 5 8 8 4 split_gain=9.11257 18.3009 28.6425 7.54573 7.53695 3.70489 0.653216 threshold=14.512792609374946 14.601153418519075 14.67823852713458 11.241303744593743 14.572237689267261 14.285776060475134 15.113411747324646 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.044294902767362004 -0.018533172157480106 -0.10597343938713005 0.0010180267734361773 -0.10112048808341395 0.052879974560724186 0.049024417945142597 -0.052608223245283539 leaf_weight=6.8860919139115131 17.096144064911641 24.656521292563298 1010.2717411555806 12.634986113640482 90.685243126412388 8.25942826605751 8.739482419943668 leaf_count=880 355 1065 85542 246 1065 881 144 internal_value=0 0.00246874 -0.00163082 -0.0476154 0.0414863 0.00648009 -0.0845228 internal_weight=0 1142.71 1034.93 36.52 107.781 15.1455 21.3745 internal_count=90178 88027 86607 2151 1420 1761 390 is_linear=0 shrinkage=0.1 Tree=959 num_leaves=8 num_cat=0 split_feature=8 9 0 6 8 2 8 split_gain=8.83073 17.5905 14.2959 31.7893 17.9608 8.87873 6.03633 threshold=14.915702871152954 10.719321924799104 11.620306599701424 11.111439864996735 14.932428372519258 12.673578259141348 14.877113625005363 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.012469747588070049 0.014636125392004901 -0.080807805028636062 -0.13546921104153434 0.00045054344541902585 -0.049273501488407485 -0.063690728959707482 0.035771842326842489 leaf_weight=18.795375157523722 554.15934426822969 3.9700532883707629 21.681144035756006 71.27442612995219 46.782870468621695 75.071530740702201 45.085774932613276 leaf_count=2074 31055 848 274 1577 7906 43621 2823 internal_value=0 -0.0232851 0.00392996 -0.0323561 0.00958722 -0.0484701 0.0249113 internal_weight=0 142.923 693.898 92.9556 600.942 93.8669 49.0558 internal_count=90178 49366 40812 1851 38961 45695 3671 is_linear=0 shrinkage=0.1 Tree=960 num_leaves=8 num_cat=0 split_feature=2 2 6 1 0 9 8 split_gain=5.43008 13.8575 14.6997 12.0281 19.1919 15.4238 10.36 threshold=15.281584004078644 15.846702593775165 7.561562451692434 9.235606821206785 9.6158887305206715 8.2481486471666035 14.928054595819104 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0058947308224137646 -0.02784487287378325 0.065268449114526755 0.00028739003882742809 0.027198290638006939 0.06302051354084845 0.0016342376730370031 0.0064075305261299623 leaf_weight=1391.6129247118042 327.31650716581134 39.647684136733005 242.56580482449135 352.72376233146861 40.620805728100095 709.62068054397241 120.34472993614327 leaf_count=34733 12018 721 8493 6974 934 22348 3957 internal_value=0 -0.0077187 0.00961469 0.00208204 -0.00389756 0.0101397 -0.018643 internal_weight=0 729.875 282.213 2494.58 1432.23 1062.34 447.661 internal_count=90178 25189 9214 64989 35667 29322 15975 is_linear=0 shrinkage=0.1 Tree=961 num_leaves=8 num_cat=0 split_feature=6 0 8 3 6 9 1 split_gain=8.94717 14.8656 10.5867 6.64466 4.54691 5.81284 3.39497 threshold=11.792566147284171 11.883054026862572 14.914060284370994 11.479174892240597 15.120249453586034 10.719321924799104 9.5404396569795527 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.083141780199540133 -0.096788491073764304 0.035164034162402907 0.00036730110184011728 0.13982131067904505 0.14405448339653379 -0.037684924554871671 -0.033689725044813316 leaf_weight=14.240057608525147 10.681753699969248 18.460950572256937 3904.4952014213195 8.8357285229931204 2.0418084527036617 3.4430481895069533 40.317449199112161 leaf_count=44817 248 442 37496 343 79 275 6478 internal_value=0 0.000564216 4.27088e-05 0.0727849 -0.039174 0.0417511 -0.0485129 internal_weight=0 3946.03 3918.74 27.2967 56.4841 5.48486 50.9992 internal_count=90178 83098 82313 785 7080 354 6726 is_linear=0 shrinkage=0.1 Tree=962 num_leaves=8 num_cat=0 split_feature=8 0 10 8 5 10 5 split_gain=9.66657 10.3105 15.4523 14.2358 9.18406 6.81142 1.9662 threshold=14.907335691510722 7.2403249629232462 8.1294663553881694 14.93223109337964 13.392789936838307 6.4024571332175748 13.909365400813877 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.027200063803520483 0.051978937917488859 -0.022220991040265873 0.0011089335394048681 -0.072544633272122586 0.12270934876017336 -0.083290658347383195 0.0069575968001146325 leaf_weight=6.2446485779948935 68.438136424170807 305.71917640120955 3815.0816575439567 9.6881362800486368 2.21314927196181 31.16032941338085 2.9371879594127677 leaf_count=249 540 3783 41331 128 677 42856 614 internal_value=0 5.95559e-05 -0.000626868 0.0358156 -0.0472944 -0.0646166 0.0685616 internal_weight=0 4198.93 4120.8 78.1263 42.5553 37.405 5.15034 internal_count=90178 45782 45114 668 44396 43105 1291 is_linear=0 shrinkage=0.1 Tree=963 num_leaves=8 num_cat=0 split_feature=5 1 0 2 6 8 5 split_gain=6.95865 15.1984 9.69545 10.4215 9.30847 7.60198 7.08764 threshold=10.408931102912307 9.3390699780847992 10.291776458473333 15.252725048498185 9.5819277048723404 14.285776060475134 10.068446132740894 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.0047087862400673848 0.021497829198729002 -0.023026111982930694 -0.091498114453516521 0.058504543702154889 0.013500722555053616 -0.074305205010494729 0.021892399369761676 leaf_weight=105.8153975110036 9.6206670802202989 112.00253342346855 12.876148140572697 53.742975844708781 181.3520090201223 45.196372064290188 8.6098101473180559 leaf_count=9503 142 17153 486 3997 20873 37443 581 internal_value=0 -0.0095782 0.0145373 0.02308 -0.000476042 -0.0574074 -0.0471076 internal_weight=0 348.172 181.044 159.558 293.355 54.817 21.486 internal_count=90178 75611 14567 13500 38026 37585 1067 is_linear=0 shrinkage=0.1 Tree=964 num_leaves=6 num_cat=0 split_feature=1 0 8 6 6 split_gain=5.25098 5.25703 15.5716 12.5001 0.0153577 threshold=6.3193560299700344 7.5979003804075553 14.900477465854346 6.9134297572999488 9.2799489998343265 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.084305329077604463 0.021017217793370666 -0.025327812861850953 -0.088465953976311129 0.0014722201310642942 -0.033436142861824288 leaf_weight=5.8225469742460509 226.13501661739383 188.78124319215976 12.799486986757982 2096.9349956030314 2.0143912342473413 leaf_count=321 1424 6738 1970 79666 59 internal_value=0 0.000726482 0.014808 -0.000751349 -0.0764933 internal_weight=0 2524.65 238.935 2285.72 7.83694 internal_count=90178 89798 3394 86404 380 is_linear=0 shrinkage=0.1 Tree=965 num_leaves=5 num_cat=0 split_feature=8 5 3 1 split_gain=4.88204 4.49068 10.4893 5.30487 threshold=14.913676627498663 9.6383445967260339 7.4644649240909082 8.8806238192001974 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.02406496380159041 -0.077709644325929583 0.0049851581761725348 -0.057459160594006048 -0.0053002396829405739 leaf_weight=25.552593591899495 6.9369247480694858 1520.1440845875841 38.480601887547891 747.11139347801691 leaf_count=281 42942 14529 1786 30640 internal_value=0 0.00085257 -0.025057 0.00159505 internal_weight=0 2331.29 64.0332 2267.26 internal_count=90178 47236 2067 45169 is_linear=0 shrinkage=0.1 Tree=966 num_leaves=8 num_cat=0 split_feature=0 2 6 8 1 2 6 split_gain=5.86843 16.2955 19.6797 12.7568 9.70535 9.76079 5.58178 threshold=9.9905076069232894 14.642425702560944 6.7270581027060787 14.863791496742204 9.3810150432324306 13.846138900727842 11.052076142501679 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.045579060981130778 0.11295910890191883 0.060256606905749632 -0.038730259582881316 0.0072536924719948633 -0.018064890409999368 0.016678086465380434 -0.018750373056424477 leaf_weight=48.546478265958513 12.596941611051991 21.498554063950053 193.67206212219531 588.58574844023906 113.80054033941997 272.92985209892947 3.8782283139935307 leaf_count=2448 677 2196 37037 25795 8141 13741 143 internal_value=0 -0.00488176 -0.0286071 0.00316297 0.00974553 0.00643428 0.0826561 internal_weight=0 852.303 215.171 637.132 403.206 386.73 16.4752 internal_count=90178 67476 39233 28243 22702 21882 820 is_linear=0 shrinkage=0.1 Tree=967 num_leaves=8 num_cat=0 split_feature=6 5 2 3 8 3 9 split_gain=9.04898 9.75721 9.40962 15.0189 14.8066 7.28029 3.5127 threshold=10.753432602737652 11.851262873496134 15.080868696050649 9.2237323948137391 14.849259031560523 10.82271793063118 11.359772439711245 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0047998543146972085 -0.091832795307489112 0.011520257200436557 -0.014046314023235537 -0.028961040866461691 0.031432094911035484 -0.06152119779233433 0.032662027001382078 leaf_weight=579.17667690034432 23.122336405310879 48.588720457724207 103.180318595263 169.50144594294648 229.32298433804075 17.853908998777797 2.0077475140378729 leaf_count=38205 2478 3915 4462 9844 24569 6530 175 internal_value=0 -0.029227 0.00334791 -0.00287208 0.0173197 -0.00872801 -0.0810171 internal_weight=0 91.5727 1081.18 748.678 332.503 66.4426 25.1301 internal_count=90178 13098 77080 48049 29031 10445 2653 is_linear=0 shrinkage=0.1 Tree=968 num_leaves=6 num_cat=0 split_feature=4 4 8 5 8 split_gain=8.89496 8.67527 8.06551 2.65332 2.29132 threshold=22.005150708497776 11.208036567932256 14.877113625005363 14.784570124804917 14.925762802849045 decision_type=2 2 2 2 2 left_child=1 4 -3 -2 -1 right_child=3 2 -4 -5 -6 leaf_value=-0.10330893407042055 -0.11663594501850877 -0.085255203050927236 0.0030345058444482525 -0.014641177765999944 -0.018545723024837108 leaf_weight=8.8135520039500062 7.4341675571408796 9.4835229831455745 795.85070760057965 4.1152287002332741 5.4904834226063022 leaf_count=3555 311 10330 74813 41 1128 internal_value=0 0.000475331 0.00189037 -0.0843563 -0.0741111 internal_weight=0 819.638 805.334 11.5494 14.304 internal_count=90178 89826 85143 352 4683 is_linear=0 shrinkage=0.1 Tree=969 num_leaves=8 num_cat=0 split_feature=2 8 7 3 8 0 5 split_gain=5.35212 18.1253 24.8513 11.3984 10.976 25.3758 11.3547 threshold=14.013900857802197 14.909654479947964 4.7840399308169976 7.9506990956577619 14.92740058012337 8.4627634629040767 9.6383445967260339 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.062049815179109916 0.048727225091668339 0.018766916066020864 -0.041134381766268324 -0.0021659577575645693 -0.041797003545781322 0.024927960034879407 0.01099964865437169 leaf_weight=47.515089072679984 35.196651500958978 298.69033418525942 208.86794891998761 1969.5675397720552 120.32806821004488 106.57923646504059 436.1799317122568 leaf_count=1040 3313 3204 34444 29668 2069 1400 15040 internal_value=0 -0.00219348 -0.0280294 0.000597595 0.00763033 -0.0104842 0.0161322 internal_weight=0 2512.32 244.065 2268.26 710.602 226.907 483.695 internal_count=90178 70629 37757 32872 19549 3469 16080 is_linear=0 shrinkage=0.1 Tree=970 num_leaves=8 num_cat=0 split_feature=8 5 3 3 3 5 10 split_gain=8.9194 14.2571 15.3227 12.5794 5.88598 7.56785 5.24401 threshold=14.936789616334687 12.173478403075636 9.0372817083726584 11.479174892240597 6.2423815403969032 14.400878335079033 7.6130619515470128 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0015026357780229737 0.071379795610151897 -0.02077272406971337 0.017223579409473118 0.047332780393140275 0.041640896463841497 -0.034207968915220738 -0.055689948315548056 leaf_weight=2851.6673765412725 3.2401384487748173 464.73828214152036 514.99770277792095 27.865880104388907 106.99286674859468 14.216228549834339 13.820000375621019 leaf_count=44204 30 17348 22961 4249 1195 92 99 internal_value=0 -0.000960436 0.00136617 -0.016832 0.024799 0.0325377 -0.0289402 internal_weight=0 3859.27 3366.67 492.604 138.269 121.209 17.0601 internal_count=90178 88762 67165 21597 1416 1287 129 is_linear=0 shrinkage=0.1 Tree=971 num_leaves=8 num_cat=0 split_feature=0 10 5 5 10 9 3 split_gain=9.61952 18.3655 20.5341 15.258 14.1189 12.9691 10.9546 threshold=7.8812646291224651 8.6796340009857555 10.111854075392726 11.976704466274876 7.6972791654417057 6.6135652086193844 7.6295525221584652 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.014564464520874849 -0.020326480251783005 -0.074233724684670904 0.0019494438557075035 0.067734624007342564 0.032983245916354265 -0.0055559587547700925 -0.047899609341731604 leaf_weight=51.611419771937108 619.35807612259032 34.79601440137003 3044.9101757309213 19.362485355547506 280.257331793302 126.2571482418316 59.629261275091267 leaf_count=1453 14628 3863 62966 885 3027 1761 1595 internal_value=0 -0.0021374 0.00106487 -0.0175552 0.0123987 0.0210293 -0.0190471 internal_weight=0 3718.43 3079.71 638.721 517.755 406.514 111.241 internal_count=90178 82342 66829 15513 7836 4788 3048 is_linear=0 shrinkage=0.1 Tree=972 num_leaves=7 num_cat=0 split_feature=8 8 6 2 9 5 split_gain=6.77215 9.68033 8.82085 6.71716 3.70377 4.14119 threshold=14.931946406735969 14.887810450428484 11.635185785709139 15.668843401351625 8.1597086361600848 11.597834983917965 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.00054933368937011529 -0.063288935797522497 -0.014680039890627059 -0.092851005876169762 0.036286151613533275 0.076114678373387257 -0.0065863986015861232 leaf_weight=220.43356943156226 2.1747139074600481 195.7306781922818 14.658199439879011 62.832761744517484 20.55152517021634 8.2116666296826661 leaf_count=10168 6906 59400 6630 4053 1219 1802 internal_value=0 -0.00434098 -0.0205398 0.00772024 0.043171 0.0530762 internal_weight=0 493.655 210.389 283.266 30.9379 28.7632 internal_count=90178 80251 66030 14221 9927 3021 is_linear=0 shrinkage=0.1 Tree=973 num_leaves=8 num_cat=0 split_feature=5 3 8 8 0 10 6 split_gain=5.12889 6.62644 10.9427 7.74301 6.1502 4.49541 1.40649 threshold=9.686550327785417 7.2820048901685555 14.905998535555076 14.917301313055576 7.5979003804075553 7.2499577848961314 6.0708020247992822 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.038338426816093847 0.016962928699278245 0.00073222350281182229 0.1430733390196198 -0.08126989582544808 -0.0074709816743793699 0.034775323397792976 -0.074585009927174178 leaf_weight=14.794975223778637 53.393503463054003 2400.8955913185237 6.9687357154452902 10.570378533960591 3.9088154975493152 16.985436248331098 21.252046007242882 leaf_count=404 646 48362 1118 36845 400 360 2043 internal_value=0 0.00116514 0.0336165 0.000339238 -0.0289336 0.000606913 -0.0648428 internal_weight=0 2471.83 60.3622 2411.47 56.9413 31.7804 25.1609 internal_count=90178 86971 1764 85207 3207 764 2443 is_linear=0 shrinkage=0.1 Tree=974 num_leaves=8 num_cat=0 split_feature=8 5 3 0 0 6 5 split_gain=4.74728 8.35831 14.8476 14.1485 7.00004 10.5231 9.53467 threshold=14.899408278746956 11.293491157766086 8.7189419634524477 8.2470330024222722 8.8098479791752844 9.5042308212364492 12.454871710389762 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0036825210027263862 -0.0049268045851167969 0.055397127626334808 -0.024534635302625993 0.0071991802619674394 -0.034929842003245552 0.051710853049525995 0.013833682708991026 leaf_weight=1006.412576350423 294.45169410603285 68.517141906457255 227.84239472301488 495.49178041891719 151.14515114603012 35.902341719254196 53.824727758473273 leaf_count=8995 20402 594 12239 18663 15372 1283 12630 internal_value=0 0.00306828 -0.00154199 0.0131421 -0.0076509 0.00136597 -0.0221196 internal_weight=0 1798.26 1234.25 564.009 535.324 330.354 204.97 internal_count=90178 40491 21234 19257 49687 21685 28002 is_linear=0 shrinkage=0.1 Tree=975 num_leaves=8 num_cat=0 split_feature=4 6 3 8 8 9 5 split_gain=5.16706 9.60266 7.15064 9.70744 7.75548 5.60101 4.98496 threshold=13.675511442095459 9.9399606852453637 7.2820048901685555 14.899408278746956 14.910527555780067 12.418031200981165 11.677511096284412 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=0.0069790539992905208 -0.009725828900094784 0.096957275438069132 -0.0033501422175307733 0.11470911718909159 -0.052211187917212742 -0.088772561739591638 0.02135401171613012 leaf_weight=234.06916054371959 12.996800239627193 17.150696441404079 918.146317679596 10.85955664458106 32.686801972460898 5.274380848160944 18.190922681500524 leaf_count=17085 275 1020 34667 784 35609 50 688 internal_value=0 0.0118005 -0.00370387 0.0492538 -0.00508293 0.00450841 0.0597014 internal_weight=0 274.685 974.689 23.8564 950.833 239.344 35.3416 internal_count=90178 18843 71335 1059 70276 17135 1708 is_linear=0 shrinkage=0.1 Tree=976 num_leaves=8 num_cat=0 split_feature=2 3 9 1 3 3 7 split_gain=8.53541 8.63669 13.1394 5.90026 0.37699 0.291105 0.211775 threshold=11.682578314229954 8.3815884814088726 6.9602043955360182 7.1050213556819095 7.6949316252648501 10.170164522753945 5.2791211112091458 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.050606055002155474 -0.033726902057073578 -0.059845055937887817 -0.00098898494432117403 0.01885495425729523 -0.092567711452295212 -0.028530822098231785 -0.0056180936204195649 leaf_weight=2.0852879925939751 22.015049005615083 38.868070596316556 781.39839031601082 308.96122560432195 8.4593978800725136 2.0138400437327837 2.0078923745331849 leaf_count=181 1156 4324 57429 21210 1001 4788 89 internal_value=0 0.00165624 -0.00384733 0.0152664 -0.0728912 -0.0838144 -0.0339734 internal_weight=0 1151.24 820.266 330.976 14.5664 10.4732 4.09318 internal_count=90178 84119 61753 22366 6059 5789 270 is_linear=0 shrinkage=0.1 Tree=977 num_leaves=5 num_cat=0 split_feature=9 0 9 8 split_gain=8.54885 16.2849 13.8376 13.709 threshold=7.5672260585974813 8.664732835362118 8.7445086335579791 14.923906681889694 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.083371884850247602 0.1333654776751993 -0.029914935930604292 0.0043681967317294058 -0.039459417083728625 leaf_weight=11.319985237150602 15.131824940792741 142.48839410232222 655.02073565815772 5.8806774683525864 leaf_count=31266 1533 25331 31124 924 internal_value=0 0.000552887 -0.00178685 0.0854024 internal_weight=0 818.522 797.509 21.0125 internal_count=90178 58912 56455 2457 is_linear=0 shrinkage=0.1 Tree=978 num_leaves=8 num_cat=0 split_feature=9 8 1 1 6 10 1 split_gain=5.97059 22.9875 15.0853 14.413 30.8254 22.2828 12.9227 threshold=7.3264562349269147 14.92908783461008 8.2481370650792751 9.2151832224055941 8.8121809137436529 9.2828748116701636 9.1562981947759745 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.0021548293568279518 -0.031045550177175796 -0.032965734247785344 0.025246441857516344 0.05699221123224632 0.014481584705879133 -0.00029423320634914185 0.049163502495856291 leaf_weight=347.48135477508913 429.69920671859654 177.17320592934266 474.85413396125659 70.19118773460832 226.42054315225323 1468.2971690837785 20.575188878225163 leaf_count=8005 12500 7698 7633 2100 7188 44224 830 internal_value=0 0.00631663 0.0136794 -0.00293898 -0.0153364 0.0023547 -0.024216 internal_weight=0 1020.08 822.335 2194.61 656.12 1538.49 197.748 internal_count=90178 24166 15638 66012 19688 46324 8528 is_linear=0 shrinkage=0.1 Tree=979 num_leaves=8 num_cat=0 split_feature=8 4 10 5 3 0 3 split_gain=9.1351 15.7653 12.3036 12.1464 14.7656 12.2303 6.53384 threshold=14.932137129077342 19.282310432172093 9.2326627967905228 11.344126445715835 9.4837843227363532 9.0647479729967539 7.8174433189189285 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.00014301182402990048 0.024458120757219374 -0.054023468211430628 -0.015045814463737903 -0.013308292468013913 -0.078373217034238454 0.010980523906186625 0.053533860419056001 leaf_weight=1884.0461188643646 402.42745526973158 5.4086529832666193 783.73125000052437 376.2045786709059 13.508744787657632 459.2831213104073 61.697866981021434 leaf_count=36315 3093 93 42499 2711 792 2621 2054 internal_value=0 -0.00331383 -0.00452511 0.00699778 0.0209384 4.08864e-05 0.044199 internal_weight=0 2734.88 2667.78 1251.42 415.936 835.488 67.1065 internal_count=90178 80961 78814 9217 3885 5332 2147 is_linear=0 shrinkage=0.1 Tree=980 num_leaves=8 num_cat=0 split_feature=4 3 9 4 2 10 2 split_gain=9.35651 19.6929 24.1549 13.1658 15.205 10.1107 9.83893 threshold=13.708628048424542 8.873647564383413 7.4933371993087468 16.937435596118046 14.067724787576395 10.489785249435835 13.771100716361515 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.013746281520228979 -0.016123326740602562 0.077764327015433121 0.025189165015677552 -0.015941401656638859 0.0080078279610910613 0.018095822944588696 -0.043144987912577593 leaf_weight=528.0292779472727 292.86298607288791 6.1078267033562943 227.0148825760316 548.20477883869853 2346.0066470624524 102.89474191937461 174.98491573226124 leaf_count=8733 10687 788 4030 11602 41586 7106 5646 internal_value=0 -0.00914361 -0.00202195 0.00218214 0.00532465 -0.0105429 -0.0386623 internal_weight=0 936.137 755.044 3289.97 2638.87 651.1 181.093 internal_count=90178 19197 12763 70981 52273 18708 6434 is_linear=0 shrinkage=0.1 Tree=981 num_leaves=7 num_cat=0 split_feature=4 5 7 10 8 0 split_gain=6.49841 6.73119 7.59961 2.32774 1.74896 0.974265 threshold=19.714399874998094 12.922214371491485 8.4179526480333653 12.521439396079936 14.820894537509451 10.674023846572569 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.0071305418152086538 0.0085551813608137871 -0.077675473476762499 0.018439853693185015 0.01495062296534942 -0.096290519076645459 -0.040480467391803415 leaf_weight=293.8463490694358 3.2573937235865769 13.213341405646078 190.89890054466673 2.9954518274680586 7.1757578596411831 9.3460018789037331 leaf_count=61712 58 9622 15220 1860 1051 655 internal_value=0 0.000780709 0.00295664 -0.0606837 -0.0562889 -0.0688321 internal_weight=0 500.954 484.745 16.2088 19.7792 16.5218 internal_count=90178 88414 76932 11482 1764 1706 is_linear=0 shrinkage=0.1 Tree=982 num_leaves=8 num_cat=0 split_feature=9 10 3 10 4 6 7 split_gain=5.26162 7.31161 8.7927 7.90234 5.16197 8.84621 2.98474 threshold=9.6839342435500821 10.378898444679702 8.7785296463034985 10.220147875955425 19.714399874998094 11.233790606792462 7.8240363006924758 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0008010321166181905 -0.01637855118380829 0.1106614294648794 0.015381552560109389 -0.059335017532151896 -0.068160114137258629 0.14134509248109575 -0.073447862363576796 leaf_weight=2404.4359906920922 17.754092536512843 11.487900658783415 45.143079581987024 21.052071274136779 2.9846952629977741 3.2515092776684469 19.703542946903355 leaf_count=66768 2837 681 3403 1949 403 435 13702 internal_value=0 0.00109139 0.0362944 0.000254842 -0.0335273 0.0455118 -0.0475275 internal_weight=0 2482.12 56.631 2425.49 43.6938 6.2362 37.4576 internal_count=90178 72801 4084 68717 17377 838 16539 is_linear=0 shrinkage=0.1 Tree=983 num_leaves=5 num_cat=0 split_feature=8 5 3 1 split_gain=4.40448 4.22976 19.2234 10.0483 threshold=14.913676627498663 11.542277916954374 8.7189419634524477 7.9407601925357643 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0039230635396426215 -0.076771453946928164 -0.046842216637695104 -0.02201053885728492 0.010379428418985608 leaf_weight=1293.0720038584695 6.3246184985841856 31.265559584484436 365.86557114492462 634.23575246749169 leaf_count=12051 42942 227 16060 18898 internal_value=0 0.000896094 -0.0018062 0.00762488 internal_weight=0 2324.44 1658.94 665.501 internal_count=90178 47236 28111 19125 is_linear=0 shrinkage=0.1 Tree=984 num_leaves=8 num_cat=0 split_feature=1 5 8 0 2 5 5 split_gain=5.07776 9.41824 11.8719 10.8459 7.40814 7.94043 5.46759 threshold=7.729124636002541 10.516113252451268 14.903695585838657 8.3572456146872423 12.029007267547847 8.5716343871812661 9.3290816438144386 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.061659645749789882 0.030378270170414695 -0.037356547762526941 -0.059075714736531552 0.00072402555652077748 0.02302021096789858 0.06915284111630389 -0.053355753555710983 leaf_weight=5.8800555357304374 164.02663430804279 80.539430141556295 15.377146105170992 903.55304249549067 10.741725384716117 13.698655518688609 53.104700380597023 leaf_count=81 8257 10697 5477 60397 383 168 4718 internal_value=0 0.00142089 0.022426 -0.0024273 -0.0239771 0.0287789 -0.0403492 internal_weight=0 1163.5 179.404 984.092 83.4251 19.5787 63.8464 internal_count=90178 84828 13734 71094 5350 249 5101 is_linear=0 shrinkage=0.1 Tree=985 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=8.94145 8.7487 14.5156 10.8867 threshold=14.891696904234349 14.890362634532156 14.890543937865024 14.890191053956032 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00056318937420586559 -0.08203478159552266 0.050088730375122459 -0.0051410431500217395 -0.071752967052701816 leaf_weight=941.41737689546767 11.900189483410484 90.136348957079463 99.234152944671223 20.983287377748638 leaf_count=20966 57852 8520 2485 355 internal_value=0 0.00168418 0.0212722 -0.00218821 internal_weight=0 1151.77 189.371 962.401 internal_count=90178 32326 11005 21321 is_linear=0 shrinkage=0.1 Tree=986 num_leaves=8 num_cat=0 split_feature=8 0 10 9 9 4 2 split_gain=8.17437 10.8656 21.5916 14.0222 10.004 6.16647 0.706334 threshold=14.90208336904397 11.883054026862572 11.551706501410372 9.8488039580207793 10.719321924799104 17.894639914780125 10.068171703563053 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.017749855515441556 -0.0045429053112739553 -0.14406513572940943 -0.0089960486836362357 0.025217572621876169 0.042782719962314267 -0.070339297550768606 -0.084363876415602237 leaf_weight=2.350280816595844 452.21748104835478 13.332561575443831 68.834131056857586 242.40836400816625 15.783576157871723 5.7765037849039791 24.737231998863422 leaf_count=248 37396 209 1888 8064 1222 523 40628 internal_value=0 0.00178221 -0.0323814 0.00586414 -0.0400698 0.0107 -0.0794218 internal_weight=0 776.793 82.1667 694.626 48.6476 21.5601 27.0875 internal_count=90178 47557 2097 45460 42621 1745 40876 is_linear=0 shrinkage=0.1 Tree=987 num_leaves=7 num_cat=0 split_feature=1 10 4 8 2 4 split_gain=5.2178 8.80701 7.89186 6.78071 10.4851 8.9919 threshold=13.080446341736616 12.997582693827427 12.74072292108408 14.897632360894949 13.421484039872562 8.5314791987627139 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.0080929830529775613 0.1551461619092559 -0.078132818746680613 0.034508614068934226 0.037509386789162179 -0.038859501277627079 -0.00016061863711506742 leaf_weight=83.047150271449937 4.2137765452498561 6.3969490302260956 39.017791013116948 63.783423409215175 109.39858132622794 2896.961698060386 leaf_count=3071 60 54 948 614 34671 50760 internal_value=0 0.031838 0.0173008 -0.00052163 -0.0186607 0.000663298 internal_weight=0 49.6285 45.4147 3153.19 192.446 2960.75 internal_count=90178 1062 1002 89116 37742 51374 is_linear=0 shrinkage=0.1 Tree=988 num_leaves=8 num_cat=0 split_feature=8 5 0 4 2 8 2 split_gain=8.51642 11.8657 21.4492 14.4013 6.79425 6.99233 6.60269 threshold=14.934514569198791 11.619214303871553 8.7438333106679718 19.714399874998094 15.79252230814965 14.940098676709502 13.468550727759018 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0043586238307085365 -0.034578651475489448 -0.014202851157021554 0.015038064709135206 0.049117897205411445 -0.042295703488245649 0.045784726286093959 0.022060456499717957 leaf_weight=1844.732316133249 21.079131919424981 870.13474794467083 823.91228914442195 36.498821388515353 36.541774445213377 10.961027141544035 327.58528653671965 leaf_count=27524 170 33625 24836 1007 328 255 2433 internal_value=0 -0.0017254 0.00163326 -0.0116024 0.0137097 -0.0214467 0.0185471 internal_weight=0 3575.28 2668.64 906.634 396.167 47.5028 348.664 internal_count=90178 86992 52360 34632 3186 583 2603 is_linear=0 shrinkage=0.1 Tree=989 num_leaves=8 num_cat=0 split_feature=0 9 0 10 6 9 5 split_gain=11.1329 34.3745 20.3104 18.4085 35.4898 16.9836 13.685 threshold=8.5416360423644822 7.5045777102697881 8.9880901250873055 8.6796340009857555 7.0042513114173532 7.6152997734321177 11.542277916954374 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0043427176913479531 -0.04763753177533428 0.015377957983210075 -0.0059217369384597764 -0.030856536285740505 0.027584691609869053 0.15097526599750977 -0.0079380177726394198 leaf_weight=947.66650689089283 229.00728072226912 634.27615582526164 1515.0703963058402 123.99270831712602 618.38404289044956 6.0932878471867289 140.23675700764034 leaf_count=16697 3480 9247 49867 1171 7471 247 1998 internal_value=0 -0.00447955 0.000368071 0.00599822 0.0177954 -0.00319335 -0.032622 internal_weight=0 2518.59 2149.35 1696.14 742.377 953.76 369.244 internal_count=90178 64592 59114 25586 8642 16944 5478 is_linear=0 shrinkage=0.1 Tree=990 num_leaves=7 num_cat=0 split_feature=8 2 7 9 2 9 split_gain=6.33597 13.1653 10.8468 4.5541 3.43158 2.23433 threshold=14.390433651313669 13.714806311791465 6.7904403183289306 5.9991806917619623 8.5204735551472961 8.7887755720401746 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.079714346004713457 -0.027027059964298741 -0.026807039672180677 0.0092867315982035435 -0.068620155598150614 0.035673333096656559 -0.083542944016755882 leaf_weight=2.963442030188161 11.980199331401534 114.65954685457734 296.22914530759044 2.4031448344467199 67.965997183055151 21.836707350436882 leaf_count=83 4937 35065 39179 42 1316 9556 internal_value=0 -0.0058309 -0.000825958 0.0257058 0.0312001 -0.0648726 internal_weight=0 444.706 410.889 73.3326 70.3691 33.8169 internal_count=90178 88737 74244 1441 1358 14493 is_linear=0 shrinkage=0.1 Tree=991 num_leaves=8 num_cat=0 split_feature=2 8 9 5 8 10 10 split_gain=4.85705 7.12504 6.05603 14.4703 12.108 6.05586 4.7917 threshold=12.970039582877137 14.572237689267261 6.6900083761563112 11.005889848917766 14.895895018412437 8.0352132703070271 11.551706501410372 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.06639560967240675 0.028678223355433782 -0.067063581640642869 -0.013323176284875827 0.0047006957248528327 -0.002936133119365269 0.067504664786269597 0.067583603403801637 leaf_weight=3.9768359214068587 215.43828638514969 30.207117901780407 673.04544013189661 1312.3718008141482 274.77729962526246 9.8963247954961826 2.0933180017539135 leaf_count=125 1542 5941 24951 47970 6106 193 3350 internal_value=0 -0.0313457 0.00104605 -0.00141293 0.0109877 0.0272378 -0.0565699 internal_weight=0 46.1736 2475.63 1985.42 490.216 13.8732 32.3004 internal_count=90178 9609 80569 72921 7648 318 9291 is_linear=0 shrinkage=0.1 Tree=992 num_leaves=8 num_cat=0 split_feature=6 1 10 0 10 10 8 split_gain=4.93982 11.0252 13.4964 8.57034 15.9508 10.1532 4.96535 threshold=7.878707844948976 8.8806238192001974 8.828063482981694 8.0738178194193946 8.3418608942738626 8.9748065130418535 14.896487584909588 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.0035547394205561324 0.0067352827427989278 -0.013259599442403507 0.064326993552369802 -0.0088288263860200958 0.068020793690314621 0.0098280619785890144 -0.055982590110117449 leaf_weight=797.12998229792606 168.99167302655223 55.310898874043232 29.405599405419707 557.97426237880131 55.843979432240985 609.03926425222858 54.132074249600464 leaf_count=14290 1795 3528 1363 12814 1756 49479 5153 internal_value=0 -0.00503143 -0.0010649 0.00435936 0.022191 0.000907881 -0.0347066 internal_weight=0 935.979 826.536 1391.85 224.836 1167.01 109.443 internal_count=90178 24334 15653 65844 3551 62293 8681 is_linear=0 shrinkage=0.1 Tree=993 num_leaves=5 num_cat=0 split_feature=8 6 7 7 split_gain=4.8878 5.10978 15.078 9.50025 threshold=14.927853812706594 4.9317471713750249 4.7362078189612253 1.0000000180025095e-35 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.009571895458144802 -0.078574577271640272 0.050413028580791233 0.10642534723790407 -0.0026085355712048004 leaf_weight=30.894115157214173 6.9190703992715035 33.812950634262961 16.454886879691912 1153.1635872190886 leaf_count=520 23062 1127 263 65206 internal_value=0 0.000240183 0.0321073 -0.00105697 internal_weight=0 1234.33 47.349 1186.98 internal_count=90178 67116 783 66333 is_linear=0 shrinkage=0.1 Tree=994 num_leaves=5 num_cat=0 split_feature=8 8 5 8 split_gain=8.15308 8.33183 19.9178 17.7244 threshold=14.891696904234349 14.886609811404641 11.619214303871553 14.877113625005363 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0014867107133783141 -0.081486738355830424 -0.008168947123777047 0.031965866789859847 -0.042609143793364751 leaf_weight=546.50591116264695 10.954671755523348 254.01202556752833 239.34606423809601 108.38729985597456 leaf_count=12091 57852 8120 10340 1775 internal_value=0 0.00152514 0.0113272 -0.00586516 internal_weight=0 1148.25 493.358 654.893 internal_count=90178 32326 18460 13866 is_linear=0 shrinkage=0.1 Tree=995 num_leaves=8 num_cat=0 split_feature=0 10 8 6 8 5 7 split_gain=7.86493 20.2879 15.6254 15.3925 14.2046 5.26777 0.158752 threshold=9.7267231944542853 9.423934991684586 14.929356617910441 9.2440753006228729 14.908595028305081 12.22846644190246 8.0872203764344253 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -3 -1 -4 -2 right_child=1 3 5 -5 -6 -7 -8 leaf_value=-0.068183814116608316 -0.067441889588083712 -0.044028508802335914 -0.092693373029635248 0.0028743536967941003 0.030927783674629169 -0.0082257168425288931 -0.13103350599752225 leaf_weight=14.659878913018813 4.2915976976792072 80.808659131211925 14.926238785167245 482.84512679361842 198.06717136282168 14.161680902268925 10.691478789346091 leaf_count=29642 1244 5861 15746 21260 14514 1184 727 internal_value=0 -0.00707343 0.0143648 -0.00391598 0.0238105 -0.0532098 -0.118178 internal_weight=0 578.637 241.815 563.654 212.727 29.0879 14.9831 internal_count=90178 29092 61086 27121 44156 16930 1971 is_linear=0 shrinkage=0.1 Tree=996 num_leaves=8 num_cat=0 split_feature=7 3 9 1 1 5 2 split_gain=5.11028 9.70732 6.65428 18.8385 11.5018 3.61016 2.66837 threshold=12.09016309432562 11.862443464672376 7.8564392594898633 8.7774236765401223 9.6660008048806585 11.735523885049423 14.497617467762192 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0052471207024633437 0.072398312554900826 0.013628265749547161 -0.016439233956762788 0.016945599636746779 0.0014796615340512504 0.024732296799544168 -0.053392773805625307 leaf_weight=937.66413621586617 21.539851163855928 8.3261509268777463 584.85753272558941 644.63012883538613 921.51524483258436 60.783908637866261 17.119787220843136 leaf_count=24421 459 820 18206 14909 29510 1549 304 internal_value=0 0.0213252 -0.000728471 0.00379923 -0.00548374 0.0379232 -0.0317768 internal_weight=0 107.77 3088.67 1582.29 1506.37 82.3238 25.4459 internal_count=90178 3132 87046 39330 47716 2008 1124 is_linear=0 shrinkage=0.1 Tree=997 num_leaves=8 num_cat=0 split_feature=3 5 8 6 10 1 5 split_gain=8.59324 14.1135 18.4529 12.7191 12.7687 8.07195 2.99605 threshold=8.6542180326630582 9.7768630457487724 14.930938140750223 11.562143984117421 12.182535247181088 9.0495215159143516 13.002133465885111 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.020842300671693847 0.0056897750684908018 -0.015679870205616835 0.0029351119628291135 -0.0097542278846575979 0.075728389311663369 0.13912956662525697 -0.059397741181767431 leaf_weight=140.00325087110468 1607.0242647427162 1048.5860268131246 1080.4381881804438 19.162173660924964 25.467890254108625 5.0669072098044117 34.555902284019339 leaf_count=1892 47203 24504 7520 2138 966 198 5757 internal_value=0 -0.00417579 -0.00623619 0.00524242 0.00682811 0.025898 -0.0421909 internal_weight=0 2274.09 2129.02 1686.21 1632.49 145.07 53.7181 internal_count=90178 34114 32024 56064 48169 2090 7895 is_linear=0 shrinkage=0.1 Tree=998 num_leaves=8 num_cat=0 split_feature=0 2 0 3 2 3 6 split_gain=9.6086 12.0293 16.3374 11.6151 10.2704 14.0258 12.6461 threshold=7.980708537385504 14.955222487572579 9.9595101659987275 10.293318539881588 14.032379051975953 8.0251953517255306 6.8788941041374283 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.014908066513988686 -0.0086471375643623061 0.0079892765478402055 -0.021093724538689622 0.053396060165711849 -0.0050302772408987407 -0.036209609878812041 0.031591834453706301 leaf_weight=125.95425974167711 1888.8935586122648 1410.9802767536278 222.79055376776137 29.679473451392369 138.46116677085593 92.04738355698646 292.93260808994091 leaf_count=1980 34282 25485 11277 9168 2017 1234 4735 internal_value=0 -0.00229189 0.00401287 -0.00766004 0.0109284 -0.00674226 0.0198531 internal_weight=0 3552.34 1633.77 1918.57 649.395 218.002 431.394 internal_count=90178 80212 36762 43450 9966 3214 6752 is_linear=0 shrinkage=0.1 Tree=999 num_leaves=8 num_cat=0 split_feature=5 6 1 8 7 6 5 split_gain=6.28099 12.4009 9.43827 8.05243 7.0965 9.65772 6.6697 threshold=10.477702060372833 9.6661040670783223 9.8341372548832418 14.828882741269299 5.8130593955156682 10.947379852250364 9.9384965954451534 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.011676935901143642 -0.005110632618822105 -0.045736204768450639 0.01796675200864092 -0.051783128314999927 0.038151352416883527 -0.058400856003365857 -0.049773971044929179 leaf_weight=47.918819506860018 67.448548568900151 26.496219662495605 150.59367008031836 81.447251496260833 103.79012690445052 10.604838161745645 26.716263311305738 leaf_count=3061 2524 6504 16738 48070 8725 533 4023 internal_value=0 -0.00964299 0.00823221 -0.030816 0.013218 0.0287721 -0.0106872 internal_weight=0 325.986 177.09 148.896 189.03 114.395 74.6351 internal_count=90178 73836 23242 50594 16342 9258 7084 is_linear=0 shrinkage=0.1 Tree=1000 num_leaves=8 num_cat=0 split_feature=7 8 8 9 8 9 7 split_gain=4.96152 8.99109 15.8868 10.4139 8.78339 11.1644 7.98922 threshold=4.6894622420891698 14.626033213993869 14.828882741269299 7.843358554557196 14.572237689267261 6.9044216022647227 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.03733660132268151 -0.083050594166503386 0.043125987108244453 0.0011921804464573309 0.0094575481185577813 -0.0026822754686891426 -0.045235330129351797 0.06055553662509177 leaf_weight=10.972225044875811 25.338354361243546 93.463046986140398 2074.6076375678949 22.276447580739841 171.95588177004083 95.240375817209951 27.659296583398827 leaf_count=577 441 4090 74993 1984 3150 4451 492 internal_value=0 0.00206661 0.00301895 -0.0404666 -0.0115013 -0.0179621 0.0325114 internal_weight=0 2215.69 2168.07 47.6148 305.828 267.196 38.6315 internal_count=90178 81508 79083 2425 8670 7601 1069 is_linear=0 shrinkage=0.1 Tree=1001 num_leaves=8 num_cat=0 split_feature=8 8 8 8 9 1 10 split_gain=4.39232 6.33601 25.2712 16.1221 5.21156 8.51628 5.48928 threshold=14.67823852713458 14.834612849217498 14.849259031560523 14.820894537509451 7.3147094390121472 9.3075350782720907 6.4024571332175748 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.041773732121644647 -0.002279842114689607 0.090691149418653874 -0.00053770461034365698 -0.079418550520688191 0.053412517570417074 -0.015377454056961105 -0.01882387660780439 leaf_weight=19.349195508286357 115.63912598016032 29.834703864918993 1989.181562046786 34.409925796382595 60.116139834732166 24.975755767698502 55.357011379441246 leaf_count=153 3550 710 80572 710 1268 2636 579 internal_value=0 -0.000622939 0.0008546 -0.0203783 0.016506 0.0332775 -0.00278439 internal_weight=0 2169.07 2019.02 150.049 159.798 85.0919 74.7062 internal_count=90178 85542 81282 4260 4636 3904 732 is_linear=0 shrinkage=0.1 Tree=1002 num_leaves=8 num_cat=0 split_feature=7 0 2 8 5 5 6 split_gain=4.67112 16.7887 10.4204 5.63943 11.7148 7.44967 2.60372 threshold=11.368128635468112 11.178005330924931 14.497617467762192 14.841551936526161 13.438090200498062 13.793851287651751 9.4859636102858733 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.048492673720277338 0.11062518920501836 -0.066393288140106602 0.042272762634469344 0.0016773397122010186 0.074927020842054839 -0.038974427351972096 0.048783234792135227 leaf_weight=52.567749341613307 12.899365199632483 20.798149322446989 13.948491537204971 1061.7686980574931 8.0654263403121131 46.076236625880938 19.451178488000551 leaf_count=8813 440 1948 642 72814 128 3203 2190 internal_value=0 0.0252574 -0.0228088 -0.00168498 -0.0311261 -4.70266e-05 0.0760196 internal_weight=0 67.0972 34.7466 1168.48 60.6332 1107.84 32.3505 internal_count=90178 5220 2590 84958 8941 76017 2630 is_linear=0 shrinkage=0.1 Tree=1003 num_leaves=8 num_cat=0 split_feature=3 9 7 7 6 3 3 split_gain=8.20368 14.7313 10.3808 11.4429 8.86592 6.8676 1.83166 threshold=9.9174808637034921 10.719321924799104 10.497562817113865 6.3791079635873267 12.567011086365296 10.344274622172561 8.277179967378073 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.0066463541373002998 -0.019952917791239946 0.042107728742991242 0.0088712328805272359 0.014966095878388933 -0.067220116813553069 -0.075079044955729812 -0.07008109521229651 leaf_weight=440.90003187992011 50.646252574332351 39.862146265669253 3.1509719750910703 549.04711723474952 8.1253069451909123 41.340056311972518 20.927644503900467 leaf_count=30324 5982 3933 268 37253 3014 7990 1414 internal_value=0 -0.0220051 0.00373896 0.00534341 0.0226019 -0.0452684 -0.0598075 internal_weight=0 139.974 1014.03 989.947 47.9875 91.9863 24.0786 internal_count=90178 20919 69259 67577 6947 13972 1682 is_linear=0 shrinkage=0.1 Tree=1004 num_leaves=8 num_cat=0 split_feature=3 0 9 9 5 8 2 split_gain=7.99362 10.2608 20.7123 17.0095 4.09654 3.05239 2.80303 threshold=8.4540409920174273 9.7267231944542853 9.580999342102297 8.3142207502490759 13.482924873017142 14.930774884461373 12.439272095951539 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.012001137625258484 -0.021849129714126059 -0.035478247364497152 0.0062809344172345856 0.037160734785832004 -0.047455559251127211 0.094741261583365668 -0.086587141553325725 leaf_weight=3.1304506585100347 69.968735027998605 168.37600885422296 396.81871807667426 156.77105833870905 2.0319699285626021 2.1574123006303125 18.126381288779328 leaf_count=681 27800 9784 17857 9143 257 125 24531 internal_value=0 0.00101117 -0.00620015 0.0189351 -0.0548765 0.0299175 -0.0721814 internal_weight=0 791.935 565.195 226.74 25.4462 4.18938 21.2568 internal_count=90178 64584 27641 36943 25594 382 25212 is_linear=0 shrinkage=0.1 Tree=1005 num_leaves=8 num_cat=0 split_feature=6 7 4 3 2 8 2 split_gain=5.19315 6.21461 14.2502 12.2014 4.37935 5.11094 3.6883 threshold=5.2808713649943622 6.1430139522990919 14.354161080620777 8.7785296463034985 14.325671871360454 14.931529438442423 14.172851784554849 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 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52.333480019291528 47.506502375244736 leaf_count=19187 112 7414 155 31790 3388 28132 internal_value=0 -0.0205453 0.00506441 0.00679043 0.00606734 -0.0535295 internal_weight=0 121.409 390.046 385.576 67.6459 53.7626 internal_count=90178 39046 51132 50977 10802 28244 is_linear=0 shrinkage=0.1 Tree=1009 num_leaves=8 num_cat=0 split_feature=7 6 8 8 8 2 6 split_gain=4.80783 7.07842 9.32121 7.0037 5.03038 10.1147 3.01504 threshold=9.0025592892327015 10.303526105761266 14.910527555780067 14.908595028305081 14.902767949361744 14.882154865997888 7.4358710300613042 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0010719054782691818 -0.071159785251569227 0.021202286994216946 -0.057804055709117577 0.13775373273679245 -0.038971259607637504 0.10336888640220027 -0.018882704258612066 leaf_weight=2251.2168181656198 11.416165622649514 89.728718944697903 26.215323239333429 4.5315196295823617 9.4771398472100845 8.7020466873736648 117.8521431808349 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775 1416 7468 3252 811 2573 32388 internal_value=0 0.00202831 0.0259522 -0.000380395 -0.0121833 -0.0447032 -0.00340134 internal_weight=0 2087.48 190.053 1897.43 238.841 49.9146 188.926 internal_count=90178 53631 8884 44747 36547 3348 33199 is_linear=0 shrinkage=0.1 Tree=1011 num_leaves=8 num_cat=0 split_feature=1 10 2 8 6 6 7 split_gain=4.84061 11.0919 9.77681 9.37066 8.02598 6.75162 5.65963 threshold=8.6087774066356726 8.4700903537452277 13.8220490143545 14.894177514361893 10.335868485151865 8.5641686243771176 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.0022048133713440327 -0.0023329970086239395 0.012705581028634259 0.24752754692159218 0.087596147265744828 0.12011457641162793 -0.0043404730413654736 -0.04335613726014298 leaf_weight=144.8594515479499 2.8180444959143633 370.33356290487029 2.4735656621451199 2.5245202123387562 4.569426587659108 619.95858881821493 85.50928381098538 leaf_count=5947 76 23260 178 298 162 44984 15273 internal_value=0 0.0028835 0.135243 -0.0129773 0.00230924 0.00204052 -0.0386592 internal_weight=0 995.584 5.29161 237.463 149.429 990.292 88.0338 internal_count=90178 68498 254 21680 6109 68244 15571 is_linear=0 shrinkage=0.1 Tree=1012 num_leaves=8 num_cat=0 split_feature=4 5 7 7 8 0 3 split_gain=7.89702 12.3198 11.9692 8.64027 8.28986 7.89524 3.78475 threshold=16.913760297453241 13.635837220905737 7.2043083358189888 1.0000000180025095e-35 14.889955778994116 11.178005330924931 8.2446216138338695 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-0.019776078861895537 -0.055929497991493542 0.09648539172153392 -0.0060656375578308549 0.0007573793219794626 0.022936804611006226 -0.017413588958624382 -0.10180276477126615 leaf_weight=14.445435266913934 73.017244840850594 14.081644179474667 138.50171492516074 665.36468845735726 224.70855705710039 9.757744697611086 8.9219138432929395 leaf_count=625 5117 1051 11036 12012 57706 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internal_value=0 0.00109478 0.00228772 -0.0567536 -0.0767147 -0.0833438 0.0137739 internal_weight=0 789.674 779.632 23.4415 18.2021 10.0417 5.2394 internal_count=90178 89473 86483 705 628 2990 77 is_linear=0 shrinkage=0.1 Tree=1014 num_leaves=8 num_cat=0 split_feature=9 5 3 3 1 10 9 split_gain=5.0187 13.4708 63.2618 24.9252 13.2987 10.88 7.12002 threshold=7.2413059921409717 11.066274230186506 8.8644980265580209 8.3628187396405487 8.2481370650792751 8.2512384074382776 6.9453529316297429 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0017066860499352207 -0.04346137300178668 0.026541695332431982 0.032744859986660456 -0.0039639034004993285 0.084635105343055864 0.014140601311017555 -0.040444698526031941 leaf_weight=363.64424714724737 315.27074353282296 326.55844502710897 165.28457128760056 1468.2850044561055 22.017841545042756 474.31102428759914 53.584136809913616 leaf_count=8750 7182 6219 12944 42152 428 10541 1962 internal_value=0 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-0.0335284 -5.58141e-05 0.0391765 0.055944 -0.00757795 internal_weight=0 3895.55 83.0439 3812.5 46.8975 34.3736 12.5238 internal_count=90178 89088 1013 88075 1090 860 230 is_linear=0 shrinkage=0.1 Tree=1016 num_leaves=8 num_cat=0 split_feature=7 4 4 0 0 5 2 split_gain=8.50435 15.157 13.5398 16.2282 11.677 5.51853 3.66478 threshold=6.9010169257307146 14.763725518565595 16.913760297453241 11.476149892317634 9.8690518544799009 12.815137844481002 13.316620011614498 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.0046507245822436502 -0.026339665573167571 0.004398102413110303 0.034173438814777024 0.10135791818983693 -0.024389379915583584 0.027486113857119604 -0.020564435205429145 leaf_weight=2473.6626336167024 361.60851128174181 872.0076015700979 11.947629542581124 16.477769194056236 167.0235107998592 19.316470577337896 261.8292557053328 leaf_count=37790 9831 18156 474 234 18628 1061 4004 internal_value=0 -0.00651039 0.00300841 0.00533109 -0.000248466 -0.0235454 -0.01806 internal_weight=0 1419.96 2763.92 2490.14 1039.03 380.925 273.777 internal_count=90178 47676 42502 38024 36784 10892 4478 is_linear=0 shrinkage=0.1 Tree=1017 num_leaves=6 num_cat=0 split_feature=7 5 6 2 3 split_gain=6.04818 6.33339 7.43674 3.5729 1.39998 threshold=13.756190998553555 12.533899398219138 13.37650163459265 16.395457153942075 11.088627166114227 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0047549498193815111 -0.12842226826748057 -0.060522679535114844 -0.088484079127538751 0.029422890749441072 -0.02042287717189873 leaf_weight=467.31130113116512 3.4608740882342763 23.480798548330657 7.7146323446843317 4.751376841490127 2.2440333776953594 leaf_count=73351 256 15183 298 650 440 internal_value=0 0.000284119 0.00305801 -0.0448965 -0.0953224 internal_weight=0 503.258 475.026 28.2322 5.70491 internal_count=90178 89482 73649 15833 696 is_linear=0 shrinkage=0.1 Tree=1018 num_leaves=8 num_cat=0 split_feature=0 5 3 8 3 5 10 split_gain=4.8151 11.4079 11.6691 5.8757 7.77522 5.85709 5.50607 threshold=9.6851768795157493 12.652735263446413 9.9403614706405197 14.085846118895374 9.55635206054348 13.635837220905737 7.8362228461985231 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.00045297713701335994 0.12817939544741086 -0.063256601016812117 0.066939989483428511 -0.029667604369556622 -0.060092756225342839 0.025016500514785357 0.047091795166323863 leaf_weight=2264.9328401951207 5.0551338309088854 3.9857347005411148 24.987208428402482 124.52694909839747 2.6957734296775016 22.417988339577505 68.761917365865656 leaf_count=56358 78 73 1631 23883 210 5986 1959 internal_value=0 0.00155817 0.000311302 -0.0165977 0.0633139 -0.0212123 0.0402702 internal_weight=0 2362.67 2289.92 154.696 7.75091 146.945 72.7477 internal_count=90178 60021 57989 30157 288 29869 2032 is_linear=0 shrinkage=0.1 Tree=1019 num_leaves=8 num_cat=0 split_feature=2 6 5 1 10 7 2 split_gain=4.42437 18.0345 10.8604 9.2464 6.81203 4.15462 2.36148 threshold=13.8220490143545 11.711454947557465 12.622257144066745 10.833943320808705 10.842830643227275 6.5189629793746775 16.451576983438169 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.012011039114285834 0.0020820104739313985 0.21841525968102024 -0.032325656657007602 -0.067679071933977403 0.11128228394179512 -0.048408273037318483 0.031581500334045914 leaf_weight=102.92309357026409 2140.8424953009658 4.1080196538728151 2.2616217526875744 22.341268588744473 4.7282893250235238 44.754992268013893 2.0896634766647812 leaf_count=4842 67246 581 4039 5352 524 6892 702 internal_value=0 -0.0158203 0.137081 0.00166497 0.00237439 -0.0232929 -0.058281 internal_weight=0 154.048 6.36964 2170 2145.57 147.678 24.4309 internal_count=90178 16354 4620 73824 67770 11734 6054 is_linear=0 shrinkage=0.1 Tree=1020 num_leaves=8 num_cat=0 split_feature=0 8 5 5 9 1 3 split_gain=4.55697 10.6704 17.7951 11.7129 8.53377 10.4125 5.56036 threshold=9.9905076069232894 14.877113625005363 12.622257144066745 13.438090200498062 9.8808075925410694 10.227157027100999 8.8833580955461873 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.047845836028681948 0.06764490814356483 0.0040648954360158083 -0.054767129533488557 0.077810911764799692 0.061169045382274717 -0.01007513183734686 0.01791955503765176 leaf_weight=81.525883063729566 26.370836106212664 687.82214633140165 54.55999690122735 7.2534600113576735 21.665194557435825 215.40995848390912 134.42054805630971 leaf_count=7243 1325 56871 3265 97 1273 12854 7250 internal_value=0 -0.00426502 -0.000326712 -0.0368271 0.00873531 -0.00333487 0.0264425 internal_weight=0 831.161 742.382 88.7793 397.867 237.075 160.791 internal_count=90178 67476 60136 7340 22702 14127 8575 is_linear=0 shrinkage=0.1 Tree=1021 num_leaves=8 num_cat=0 split_feature=3 9 8 8 10 6 8 split_gain=7.73382 11.4117 14.8491 8.56196 6.48304 6.37308 0.140588 threshold=8.5876976612772236 6.9602043955360182 14.739493989220632 14.512792609374946 6.4024571332175748 4.9317471713750249 14.841551936526161 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.092180200317607916 0.049934283682821684 -0.068943244174607982 -0.12376592964903853 -0.0017068986232014628 -0.064013547152860437 0.014307574275511171 -0.032027338536471259 leaf_weight=4.6345065379280177 6.2800102819455814 18.500797473519924 16.024601709651506 660.36336398499657 9.6744064152799165 426.80251963119099 2.0292264277013601 leaf_count=155 95 1692 2368 54749 502 30474 143 internal_value=0 -0.0060055 -0.0748154 -0.00363797 0.0108549 0.0124292 -0.0804318 internal_weight=0 701.169 22.3046 678.864 443.141 436.477 6.66373 internal_count=90178 58904 2463 56441 31274 30976 298 is_linear=0 shrinkage=0.1 Tree=1022 num_leaves=8 num_cat=0 split_feature=8 7 9 5 4 4 6 split_gain=7.96667 14.7436 11.2793 24.7669 11.1424 8.10905 3.77085 threshold=14.918440503101598 5.4934018778143932 10.457554042666965 12.746778931966782 16.505078517486332 19.992260924989491 8.7682211465455193 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.0086992610465671163 -0.015045405786152792 0.022503045009864213 0.026071812168797337 -0.10353246526404758 -0.0055511437242943872 -0.076618256367187276 -0.088345236357445373 leaf_weight=104.59202775737629 11.636134806668226 288.69665961675628 65.560249449702042 36.486817008827188 276.26563959783653 7.7189138054327477 18.734733782927378 leaf_count=44738 6469 20102 5124 3090 9180 319 1156 internal_value=0 0.00510844 -0.0173309 -0.0337818 0.00879902 0.014369 -0.0616363 internal_weight=0 595.333 214.358 141.079 564.962 73.2792 30.3709 internal_count=90178 36907 53271 47828 29282 5443 7625 is_linear=0 shrinkage=0.1 Tree=1023 num_leaves=8 num_cat=0 split_feature=5 3 9 6 1 7 9 split_gain=5.05172 14.6406 8.01263 5.72907 7.86603 6.47529 5.58093 threshold=9.6383445967260339 8.0952447286945013 7.0299930202646559 5.2808713649943622 8.1686944782077031 4.1090471306345142 7.554378062205676 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.018327139635823098 0.00052214309745900623 0.10706622974914665 0.064518707595807162 -0.016221252086200608 0.00046587544562182588 0.06013750008085024 0.021294940708699861 leaf_weight=62.684316205093637 41.211670121061616 20.34290012443671 13.297037766053107 314.66271513791071 2687.0037149189757 31.683061543066287 12.696966427885853 leaf_count=884 483 359 247 9807 76623 413 1362 internal_value=0 0.0211964 -0.00317902 -0.000611482 -0.00128824 0.0268966 0.0756989 internal_weight=0 109.021 75.9814 3074.56 3001.67 72.8947 33.0399 internal_count=90178 2852 1131 87326 86430 896 1721 is_linear=0 shrinkage=0.1 Tree=1024 num_leaves=8 num_cat=0 split_feature=3 8 6 5 0 8 0 split_gain=8.00193 13.5278 22.9958 11.9651 18.76 11.2048 8.97606 threshold=8.316115432822679 14.931609817309598 6.6852142513537247 11.364831151402891 9.2850228322780879 14.918661398272731 9.91385638828352 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.012016703972098315 -0.06267770283695985 0.0092218213098225182 -0.025202854703269842 -0.016022688712497957 0.0083397105930912239 0.010775116867562749 -0.043316200572545024 leaf_weight=231.26703004877709 20.120849841962354 501.2955847599078 582.71959724963926 638.51736349582598 624.06333459582947 1305.5096872180584 33.784199441317469 leaf_count=3443 20248 3595 13032 12891 26223 10547 199 internal_value=0 -0.00651446 -0.0146264 0.00298162 -0.00398387 0.00961382 0.00583003 internal_weight=0 1349.07 813.987 2588.21 1262.58 1325.63 535.08 internal_count=90178 20269 16475 69909 39114 30795 3794 is_linear=0 shrinkage=0.1 Tree=1025 num_leaves=7 num_cat=0 split_feature=4 0 10 2 10 7 split_gain=8.39993 9.97526 13.9614 13.0271 7.53461 5.65505 threshold=9.5589069123721035 7.6870462158359087 8.4537669922524383 13.507949299309066 11.674602734669298 4.1915811602213902 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0097045287075337282 -0.026427570775219834 -0.017524980679962169 0.0012006905379141977 0.02865002366296748 0.12128049195185164 -0.069345297810380749 leaf_weight=29.770158860235824 51.915934091126474 450.30359541089683 3380.1160071299851 230.05644055937591 2.0013410103001652 34.067266967101205 leaf_count=1109 762 11883 71990 3338 93 1003 internal_value=0 0.000333525 -0.0010047 0.0184517 -0.0354039 -0.0421109 internal_weight=0 4112.39 3830.42 281.972 65.8388 63.8374 internal_count=90178 87973 83873 4100 2205 2112 is_linear=0 shrinkage=0.1 Tree=1026 num_leaves=8 num_cat=0 split_feature=8 3 1 3 5 2 5 split_gain=5.96609 10.7922 10.2595 5.06831 5.88086 4.2918 1.83937 threshold=14.582277153272187 11.698354227018397 8.7228285616283561 10.344274622172561 11.273931080248547 12.970039582877137 11.864114228189766 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.021795638584722405 -0.055924010365411628 -0.13055712812073181 0.0014285540293605206 -0.016316167268216785 -0.042671994675684312 0.084862449311994589 -0.041191191823546768 leaf_weight=67.300242749814061 33.182352700059255 6.5135303086499317 355.84592083547665 5.1026742962421876 16.875074000421591 16.858124779362697 5.2101917927677732 leaf_count=1668 24466 107 59407 57 513 623 3337 internal_value=0 -0.00656771 -0.0035942 0.0199913 0.00852221 0.0616665 -0.0972003 internal_weight=0 400.752 389.028 106.136 84.1753 21.9608 11.7237 internal_count=90178 87317 83873 2861 2181 680 3444 is_linear=0 shrinkage=0.1 Tree=1027 num_leaves=8 num_cat=0 split_feature=9 1 8 7 1 2 2 split_gain=5.02184 14.918 17.8021 9.43935 8.72909 7.33608 6.06812 threshold=7.6529449269498793 9.0495215159143516 14.828882741269299 6.0689672444461928 8.849485735198181 15.925883375754674 15.639909282440689 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0028775665818760398 -0.034827889474454282 0.051362347872564343 -0.0046045397866081418 0.0048798399423013563 0.02761640451164675 0.055958494928556105 -0.049525811305108969 leaf_weight=790.19099563118539 181.75250541293303 63.304715048167054 488.29969750519285 736.64133758437856 218.31800872427266 8.4805767013258428 27.914675048969002 leaf_count=15571 7908 5956 42023 11758 5645 540 777 internal_value=0 -0.00644088 0.00189981 0.00335254 0.0101012 -0.0305092 -0.00452778 internal_weight=0 741.837 551.604 1773.07 954.959 190.233 818.106 internal_count=90178 56427 47979 33751 17403 8448 16348 is_linear=0 shrinkage=0.1 Tree=1028 num_leaves=8 num_cat=0 split_feature=5 1 9 5 8 0 2 split_gain=4.16882 18.9212 11.7714 8.69975 7.6677 7.06818 5.93723 threshold=10.528901616306898 7.7619200682033762 6.3060718344180797 10.226980690362174 14.899408278746956 8.6867439401881672 14.551796783279102 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -3 -4 -1 -2 right_child=2 3 4 -5 -6 -7 -8 leaf_value=0.011292989159449799 -0.072082995180537818 -0.052535368808468923 0.008567065318750771 -0.013620820642684087 -0.0062210838876032267 -0.10660205170180348 0.0036379647968522995 leaf_weight=312.77466449452106 29.909202184580636 87.419410561238749 1211.8878145345989 167.02837655320701 492.35893928164296 4.1756318251630082 15.432658690923743 leaf_count=3805 615 7533 29973 6325 41572 99 256 internal_value=0 -0.00688701 0.00294382 -0.0271438 0.00429361 0.0094094 -0.0467881 internal_weight=0 571.398 1749.59 254.448 1704.25 316.95 45.3419 internal_count=90178 17762 72416 13858 71545 3904 871 is_linear=0 shrinkage=0.1 Tree=1029 num_leaves=8 num_cat=0 split_feature=4 0 3 5 6 0 5 split_gain=4.49465 8.38778 13.142 10.6421 6.78512 5.24228 5.23194 threshold=13.985824681826589 8.8431887611381814 8.4802384706000336 10.367456900581763 9.9399606852453637 9.0544377605493036 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.067875492716168315 0.015447618775110535 0.039241327329106949 -0.0032963039794829314 -0.034500087122101016 0.1260931970856396 0.030576430565772542 0.0071460660680248284 leaf_weight=8.6371647085669547 57.989785219841906 81.264510564781517 619.24239843099213 155.37786518553776 6.2362925131992588 33.905261055533401 264.42870369114098 leaf_count=237 3206 5356 40390 18843 331 1714 20101 internal_value=0 -0.0036072 0.00168731 -0.0209164 0.0102555 0.0481199 0.00453411 internal_weight=0 913.875 700.507 213.368 313.207 40.1416 273.066 internal_count=90178 67795 45746 22049 22383 2045 20338 is_linear=0 shrinkage=0.1 Tree=1030 num_leaves=5 num_cat=0 split_feature=8 2 3 2 split_gain=7.58062 7.6134 7.78948 0.404293 threshold=14.891696904234349 11.682578314229954 9.350372350165296 11.129147021492949 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.082922503048235841 -0.081049161464779557 0.0072585943518801771 -0.011575923493946233 -0.031811338400479637 leaf_weight=9.4054138988285541 10.29285154245167 819.08377888151881 298.90391527588145 3.9519161953066932 leaf_count=586 57852 19422 12105 213 internal_value=0 0.00128991 0.00221717 -0.0710696 internal_weight=0 1131.35 1117.99 13.3573 internal_count=90178 32326 31527 799 is_linear=0 shrinkage=0.1 Tree=1031 num_leaves=8 num_cat=0 split_feature=0 10 6 8 8 3 2 split_gain=8.20696 31.4729 19.5364 13.7611 15.3546 3.39913 0.0756942 threshold=10.536440514196281 10.239087710599931 11.0024290428883 14.899408278746956 14.929356617910441 9.2370887074093151 11.315548354583408 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.033230910480609582 -0.0052348812589757543 -0.03734984925153334 0.014928760617031918 0.018217168422605564 -0.033486835306368513 -0.13834429651920913 -0.085135427777753556 leaf_weight=2.0955727393739521 2.2022875184329704 112.4388100788758 192.31928984670776 398.09746697579021 66.151707007493314 19.771679142524135 13.951123858869265 leaf_count=449 311 4130 7318 22340 18704 1003 35923 internal_value=0 -0.0129414 -0.00441822 0.00757536 0.0107936 -0.125812 -0.0807041 internal_weight=0 326.732 304.758 480.296 464.249 21.974 16.0467 internal_count=90178 12762 11448 77416 41044 1314 36372 is_linear=0 shrinkage=0.1 Tree=1032 num_leaves=8 num_cat=0 split_feature=8 3 0 6 2 2 5 split_gain=5.19612 13.3646 17.3292 11.5298 6.52279 12.2281 11.3177 threshold=14.932038140668062 8.1445832038572572 8.8547259212940403 5.967010572638423 15.272133097159536 15.967173299199375 11.303529342714477 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0030355998705361748 -0.022719997800650045 0.12262918159594145 0.045533778188241079 -0.03292526004044511 -0.016454250700257678 0.013813495157816666 0.011285895691143352 leaf_weight=1118.2961677687163 74.606430982472375 3.9259550740243858 72.325029533589259 186.3177919939626 447.54268338974907 189.14197030610012 1087.6518062509767 leaf_count=27803 1682 79 784 7027 16362 6386 30055 internal_value=0 -0.011658 0.0109577 -0.0290907 0.00145404 -0.00745495 0.00402759 internal_weight=0 337.175 146.931 190.244 2842.63 636.685 2205.95 internal_count=90178 9572 2466 7106 80606 22748 57858 is_linear=0 shrinkage=0.1 Tree=1033 num_leaves=8 num_cat=0 split_feature=3 6 5 10 10 1 0 split_gain=7.42428 11.2888 11.2642 10.5977 8.38502 6.65329 2.70441 threshold=8.6542180326630582 11.562143984117421 9.7768630457487724 12.182535247181088 8.0352132703070271 9.0495215159143516 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=2 3 5 -2 -4 -1 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.018257781012099034 0.0051745506168469095 -0.047430583621250771 0.0097110832016700285 0.068680722800753644 -0.0084390780101448563 0.12399633314426309 0.030202278676658985 leaf_weight=138.16946129485314 1596.643460572817 47.861277080010723 295.19163271173898 25.726489397362911 1814.036354776176 5.2677109820815522 4.2688958928774801 leaf_count=1892 47203 7680 6363 966 25661 198 215 internal_value=0 0.00474145 -0.00404798 0.00622328 -0.00589552 0.0229726 -0.0406245 internal_weight=0 1674.5 2252.67 1622.37 2109.23 143.437 52.1302 internal_count=90178 56064 34114 48169 32024 2090 7895 is_linear=0 shrinkage=0.1 Tree=1034 num_leaves=8 num_cat=0 split_feature=8 10 1 1 5 10 8 split_gain=8.26047 8.64597 42.7391 33.953 8.16492 6.60822 1.74091 threshold=14.907335691510722 9.6874165039918321 9.5518415261440186 9.6660008048806585 13.392789936838307 6.4024571332175748 14.89000377268126 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.026983491853618188 9.8179359005506512e-05 0.04992939909347055 -0.059681550396354345 -1.7859114276914649e-05 0.0044078811162622626 -0.08271397943283347 0.11028588725092868 leaf_weight=6.2429250164132091 3056.9212465283381 163.58395511633535 123.46552667921242 786.36710363069506 3.0143059046786211 28.353317433728989 2.4062154660132364 leaf_count=249 26560 1357 1122 16743 472 42856 819 internal_value=0 0.000260314 -0.00224055 0.00862664 -0.0448387 -0.062717 0.0612648 internal_weight=0 4130.34 3180.39 949.951 40.0168 34.5962 5.42052 internal_count=90178 45782 27682 18100 44396 43105 1291 is_linear=0 shrinkage=0.1 Tree=1035 num_leaves=6 num_cat=0 split_feature=8 8 4 2 3 split_gain=5.94562 6.72118 14.0861 4.71699 0.670049 threshold=14.937791608657685 14.828882741269299 12.380491490210838 9.8339854806601732 9.2933265684145319 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.068107109887470832 0.014904328282847004 -0.10282271655837227 -0.0067285280099333156 0.014888157442451519 0.088490681632976464 leaf_weight=6.1276102364354292 2.0088668705161563 15.130124843122244 285.26286665433554 187.92242827532391 7.0196192535513546 leaf_count=141 445 6481 74094 8400 617 internal_value=0 -0.00253794 -0.0118937 0.0119316 0.0752364 internal_weight=0 494.443 300.393 194.05 9.02849 internal_count=90178 89116 80575 8541 1062 is_linear=0 shrinkage=0.1 Tree=1036 num_leaves=8 num_cat=0 split_feature=9 3 6 9 4 6 7 split_gain=4.91773 6.55018 10.5496 9.79127 4.52809 6.79467 2.54711 threshold=9.6839342435500821 9.3671547984764949 8.1265478754486775 7.4696347274316013 19.714399874998094 11.233790606792462 7.8240363006924758 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0035484272751188429 -0.018114690024710754 -0.027002513150837196 0.023761975140465959 -0.011053177481215414 -0.066831032085466119 0.11440817538300137 -0.07202816445868862 leaf_weight=1522.5299786040498 17.697088651177779 48.453178477510619 239.75118172895895 656.40454541696067 2.7694138759025 3.7920945247678901 18.289103860486051 leaf_count=27814 2837 2185 12413 30389 403 435 13702 internal_value=0 0.00102307 0.0151635 -0.000853362 -0.0328768 0.0391907 -0.0467215 internal_weight=0 2467.14 288.204 2178.93 42.5477 6.56151 35.9862 internal_count=90178 72801 14598 58203 17377 838 16539 is_linear=0 shrinkage=0.1 Tree=1037 num_leaves=8 num_cat=0 split_feature=4 8 4 7 0 5 10 split_gain=4.20243 8.98502 6.86893 6.02169 5.30738 4.84675 4.33975 threshold=18.665636714938604 14.891696904234349 18.495626961458719 8.0606436671028767 10.006136745501419 12.716688006995051 8.3583377762045128 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -3 -1 -2 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=0.0017627582029585273 0.064760730299040087 -0.084038391169090218 -0.034228912693696455 -0.011824497266596864 -0.02412765891702429 -0.066631399636425268 0.10073475783469077 leaf_weight=2162.5794363161262 12.714839026531846 21.714441812729092 2.5129599618829834 24.26861076938863 81.186202972460705 2.6645317512738975 9.8358354589287256 leaf_count=65454 1080 1083 51 1801 19783 271 655 internal_value=0 -0.0250738 0.0012415 -0.0469887 0.000815634 0.0393184 0.0727632 internal_weight=0 61.3624 2256.11 45.9831 2243.77 15.3794 12.3488 internal_count=90178 4235 85943 2884 85237 1351 706 is_linear=0 shrinkage=0.1 Tree=1038 num_leaves=8 num_cat=0 split_feature=8 3 1 8 3 6 9 split_gain=4.69806 35.3057 46.1843 12.0966 9.88255 14.2731 8.6265 threshold=14.897822350845894 8.6378092401241009 9.2455522078301513 14.904746724265181 8.2018132149610121 6.5440841314114868 7.6152997734321177 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.004957746764440365 -0.027175066854130528 -0.018161136426892859 0.096357497050264362 -0.069790174071336683 0.054266226253679863 0.0040502686542415031 -0.058684320683354968 leaf_weight=106.52399038535441 62.202464049451635 133.37347906653304 57.32338522474538 68.629222752694261 60.647311065313261 694.60287401377263 40.655819438703475 leaf_count=4110 17353 2829 3642 27993 1142 31186 1923 internal_value=0 -0.0105338 0.0323778 -0.0359592 0.00352559 0.00814908 -0.0200946 internal_weight=0 321.529 119.526 202.003 902.43 755.25 147.18 internal_count=90178 51817 20995 30822 38361 32328 6033 is_linear=0 shrinkage=0.1 Tree=1039 num_leaves=8 num_cat=0 split_feature=5 1 8 8 5 2 8 split_gain=7.08253 9.49606 7.81583 14.2831 4.25547 3.92727 2.46391 threshold=9.9384965954451534 7.9129872446412799 14.890626881336633 14.890362634532156 10.352494470445338 12.781319915869604 14.881720982320322 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.06799250361375099 -0.00032681634728363074 -0.035904640878555757 0.04075890731412081 0.03496039825634123 -0.050466567859781056 0.022136737375549165 -0.099568712240812554 leaf_weight=4.9231452660988166 906.88325637451976 12.183935843000656 5.1256056856747128 130.31313159153797 37.850557532658172 25.426179545431296 15.79806501848587 leaf_count=317 18379 2197 4556 10197 51354 1698 1480 internal_value=0 -0.0330966 0.00238913 0.00413607 -0.038907 0.00581384 -0.0740434 internal_weight=0 58.3313 1080.17 1037.2 42.9762 30.3493 27.982 internal_count=90178 5692 84486 28576 55910 2015 3677 is_linear=0 shrinkage=0.1 Tree=1040 num_leaves=8 num_cat=0 split_feature=3 0 8 10 10 0 3 split_gain=7.62504 17.0578 16.7227 13.9966 13.8073 12.065 5.05797 threshold=10.743367559408187 10.536440514196281 14.922023750647611 10.035832483882487 11.551706501410372 11.178005330924931 11.036803093657491 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0050228659471955248 -0.01082435395100899 -0.094446959060620839 -0.015084304407418826 0.043153954918482867 -0.12365420423414462 -0.0011220281589344901 -0.13794820409680952 leaf_weight=411.47876288498787 5.5129712982152324 37.560541801559111 86.847589417974632 111.13124855269507 7.5112677069264455 136.31205447470711 6.8446065603993702 leaf_count=74804 233 3633 1453 4533 374 4854 294 internal_value=0 -0.00725145 -0.039607 0.0135436 0.00242713 0.0188568 -0.0862917 internal_weight=0 543.398 124.408 259.801 418.99 247.443 12.3576 internal_count=90178 80264 5086 9914 75178 9387 527 is_linear=0 shrinkage=0.1 Tree=1041 num_leaves=8 num_cat=0 split_feature=8 7 8 2 4 8 5 split_gain=4.88944 9.16926 12.1194 8.16744 10.0123 8.06036 4.13907 threshold=14.582376352430854 3.5270361845031446 14.926590534404822 10.3079873475185 13.539372166979762 14.932333816366073 12.851891156868666 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.014708871828441841 0.047475799434177818 0.0010481967542914409 -0.0034260600633085857 -0.067166591710826951 0.1564205274082596 -0.016651525197209912 0.038733741933471726 leaf_weight=14.148883022367956 93.050895130843855 2649.4727494069066 92.804069791804068 32.638150776432667 3.4504218883812419 283.95200232982097 3.494209123105974 leaf_count=90 1942 75910 868 2971 25 8242 130 internal_value=0 0.000697724 0.0221764 -0.0294522 0.025448 -0.000670206 -0.0561581 internal_weight=0 3119.28 185.855 53.7317 17.5993 2933.42 36.1324 internal_count=90178 86962 2810 3216 115 84152 3101 is_linear=0 shrinkage=0.1 Tree=1042 num_leaves=8 num_cat=0 split_feature=8 3 5 6 5 10 10 split_gain=7.66699 14.2891 16.4932 14.5298 5.94837 5.97007 4.19139 threshold=14.936789616334687 7.2820048901685555 9.4308084680330087 9.4451284588075488 11.138666290884771 11.056035179437947 8.2315749267769256 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.055365528101073584 0.048535403905502025 0.0023397313198104601 -0.051532166563244219 -0.016422885060983036 0.043627672436189376 -0.012189503116503585 -0.051044001078437942 leaf_weight=16.077555128774975 4.8238286566920605 3201.8988994597175 97.117536986987716 472.79185978236865 89.974526959704235 23.798856832319871 15.319334904896094 leaf_count=292 66 57814 1570 29086 562 167 621 internal_value=0 -0.00116071 -0.0359972 -7.81095e-05 0.0230986 0.0319475 -0.0260293 internal_weight=0 3787.89 113.195 3674.69 133.917 113.773 20.1432 internal_count=90178 88762 1862 86900 1416 729 687 is_linear=0 shrinkage=0.1 Tree=1043 num_leaves=8 num_cat=0 split_feature=0 9 10 1 6 0 6 split_gain=8.45875 33.6368 16.4003 38.3176 22.169 12.5316 9.23492 threshold=8.632265447388983 7.5301607121555358 9.0825933022799301 8.8806238192001974 7.8280512363730113 8.9880901250873055 8.5932012027250053 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0052121132934967911 -0.05478569521800284 0.013263772085852247 -0.0059671203497071133 -0.049518314321794689 0.043942154536743619 -0.0046181167849298974 -0.017449446136822377 leaf_weight=1365.9702906923649 143.45265635976739 530.62642625628541 149.77498881985503 140.12715516299249 217.55320996624505 1490.12707885901 124.84833754224746 leaf_count=22043 2224 7781 1456 1779 3148 49783 1964 internal_value=0 -0.00434258 0.00471634 9.05218e-05 0.0236311 8.16978e-05 -0.0375414 internal_weight=0 2289.05 1873.43 1506.1 367.328 2020.75 268.301 internal_count=90178 61752 28426 23822 4604 57564 4188 is_linear=0 shrinkage=0.1 Tree=1044 num_leaves=7 num_cat=0 split_feature=4 7 7 1 4 6 split_gain=5.52168 6.65654 7.41483 4.27639 2.0364 0.412336 threshold=18.869674688752287 13.329534587027906 9.2095690662094256 11.4059079734074 20.959836909431807 8.8422554902715795 decision_type=2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=-0.0046989473389075359 -0.022804122105888006 -0.10806306279945731 0.023890596507221647 0.028337144063983258 -0.053436167733495403 -0.072535790331671096 leaf_weight=339.4524650138622 3.116487191642821 4.4676561697776824 122.68896068956923 9.7370428939179856 3.2592896376463605 17.826898609138425 leaf_count=70533 981 794 15322 688 252 1608 internal_value=0 0.00163466 0.00292618 -0.0395779 0.00547694 -0.0665119 internal_weight=0 466.609 462.141 33.9397 12.9963 20.9434 internal_count=90178 86649 85855 3529 940 2589 is_linear=0 shrinkage=0.1 Tree=1045 num_leaves=7 num_cat=0 split_feature=4 0 6 8 5 10 split_gain=4.70353 5.06379 6.43219 5.10175 1.44334 1.24969 threshold=6.2674495412130637 7.3262118193312773 6.8439373106025139 14.900477465854346 9.686550327785417 10.068112771315727 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0048204080000927296 0.031035312464856798 -0.016468305888157807 0.0016209820596100096 -0.075194227270939953 -0.087828946751479675 -0.00092467487277122281 leaf_weight=2.9063383146162769 77.834633301100894 214.88247570609474 2196.2444507911769 3.8584384069481521 8.4339775324579005 2.0326538684712423 leaf_count=309 494 6861 81234 800 352 128 internal_value=0 0.000837192 2.68443e-06 0.0251694 -0.0565332 -0.0725043 internal_weight=0 2492.82 2411.13 81.6931 13.373 10.4666 internal_count=90178 89389 88095 1294 789 480 is_linear=0 shrinkage=0.1 Tree=1046 num_leaves=8 num_cat=0 split_feature=6 3 9 0 10 5 2 split_gain=4.05546 8.63197 10.7945 7.63888 22.4047 12.6035 5.69332 threshold=7.878707844948976 8.1796286606825763 6.7430980444349844 8.7547680168717594 9.2737970835846948 11.509053352145829 13.993693819077535 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.016397724875790189 0.0050988671975606623 -0.046655612892291587 -0.0069554766636508161 -0.026991682580867801 0.062812412184407959 0.0047792757848645574 0.010077659714038284 leaf_weight=101.5119730471049 704.32815821824181 84.168888993197015 352.29547753159454 173.9921668552322 73.39634283468763 435.09012274716667 390.8175454696493 leaf_count=2822 12860 1886 13431 18716 2628 31640 6195 internal_value=0 -0.00447766 -0.0147005 0.00405694 0.0106191 -0.00432587 0.0045966 internal_weight=0 928.794 436.464 1386.81 777.725 609.082 492.33 internal_count=90178 24334 15317 65844 15488 50356 9017 is_linear=0 shrinkage=0.1 Tree=1047 num_leaves=8 num_cat=0 split_feature=2 0 4 0 7 3 3 split_gain=4.66161 6.59253 9.12609 5.12316 15.6252 10.1483 3.99827 threshold=15.571633406061215 10.352182461006848 20.390660556885141 9.0881844608369668 9.8497260217093139 9.8050396070412891 8.5876976612772236 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0096248903259559086 0.031645156120156052 -0.01062537784081217 0.11173207173171161 0.017376205456119887 0.094508779195248221 -0.0083478306806233464 -0.053449528334802723 leaf_weight=450.77670989766295 5.5534731742270358 46.857442302954269 5.9876623471027406 395.92655776035917 13.887917255385217 249.14505438662729 48.536553476443515 leaf_count=39460 1805 4015 156 19209 691 15214 9628 internal_value=0 -0.0200869 0.00505603 0.00168145 -0.00631627 0.00744331 -0.0442969 internal_weight=0 106.935 52.8451 1109.74 464.665 645.072 54.09 internal_count=90178 15604 4171 74574 40151 34423 11433 is_linear=0 shrinkage=0.1 Tree=1048 num_leaves=5 num_cat=0 split_feature=8 6 5 8 split_gain=6.60701 6.65087 8.00723 6.53208 threshold=14.891696904234349 10.753432602737652 11.851262873496134 14.886609811404641 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.0033414337120653125 -0.080085059701464886 -0.074199219930300278 -0.0063882676987815946 0.012682940754914327 leaf_weight=592.99615110456944 9.0652407081779511 23.147621934585914 63.232686779454525 444.07551618300204 leaf_count=11867 57852 1786 1054 17619 internal_value=0 0.00129663 -0.025201 0.00352583 internal_weight=0 1123.45 86.3803 1037.07 internal_count=90178 32326 2840 29486 is_linear=0 shrinkage=0.1 Tree=1049 num_leaves=5 num_cat=0 split_feature=9 0 9 8 split_gain=7.33811 13.7645 17.5149 10.2876 threshold=7.5672260585974813 8.8767176185970644 8.3313704268728568 14.927118777216934 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.08235190288659977 0.079204002896563541 -0.062302929841589819 0.0012539856567969415 -0.059751645421946165 leaf_weight=9.8713716692421922 32.780508715662791 45.193407590463153 706.18771889550226 5.5668295327145634 leaf_count=31266 4220 13884 38603 2205 internal_value=0 0.000369269 -0.00264651 0.0580261 internal_weight=0 789.728 751.381 38.3473 internal_count=90178 58912 52487 6425 is_linear=0 shrinkage=0.1 Tree=1050 num_leaves=8 num_cat=0 split_feature=9 0 8 0 8 1 0 split_gain=5.27641 31.402 23.5592 13.305 12.5774 11.0307 10.6475 threshold=7.2413059921409717 8.2594399441877027 14.928634530200252 8.5646247950358703 14.928467349856767 8.5212886891278075 8.1840232086397702 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.0049649874182817405 0.027962339917158338 0.0090041817660053546 -0.041046552092633547 -0.0045351280916497436 0.013442752095901154 0.052484353890647741 -0.033799431421800287 leaf_weight=513.6210859242783 31.6802749348426 92.772240909042011 141.0051378144417 1504.7798237609895 523.7642173723325 158.47535988830714 198.43443225003284 leaf_count=10209 637 2506 5798 50830 11799 3168 5231 internal_value=0 0.0065506 -0.00499329 -0.00247895 0.000111045 0.0365288 -0.0252124 internal_weight=0 905.874 654.626 2258.66 2028.54 251.248 230.115 internal_count=90178 21681 16007 68497 62629 5674 5868 is_linear=0 shrinkage=0.1 Tree=1051 num_leaves=8 num_cat=0 split_feature=3 5 10 6 6 1 5 split_gain=6.54223 12.4114 11.8088 19.3607 13.1511 7.38602 7.15352 threshold=7.9506990956577619 9.8114929568947904 8.5535369049341838 7.2529618347838047 10.335868485151865 9.2250967460730156 11.375235484518837 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.016904006403896596 0.014297414526792701 -0.024264435202769476 0.018863453466718562 -0.0054291714681067539 -0.096362855460015828 0.17253717216189704 0.00035444082656117164 leaf_weight=101.81807404290134 719.56796917359225 347.01305473263346 385.55472375237878 2167.7694882028177 9.9153108276036601 2.1631005379367698 178.55577736568762 leaf_count=1338 12510 5673 5011 62799 239 80 2528 internal_value=0 -0.00966919 0.00145184 -0.00175501 0.0126634 0.0217543 -0.0159157 internal_weight=0 629.55 3282.81 2553.32 729.483 103.981 525.569 internal_count=90178 9619 80559 67810 12749 1418 8201 is_linear=0 shrinkage=0.1 Tree=1052 num_leaves=8 num_cat=0 split_feature=10 1 10 1 10 9 0 split_gain=8.37846 44.8378 21.3516 19.3112 18.0576 13.5027 10.6165 threshold=10.019588091306568 9.8341372548832418 9.6874165039918321 9.9765741291578234 10.201812043951263 9.8488039580207793 10.006136745501419 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.002322192045860488 0.064206398768888936 -0.068594071129674916 0.025607666673870356 -0.042742438479970911 0.011394891638677592 0.12162224944080509 -0.043614493442179256 leaf_weight=3186.6583180479529 82.809668410781114 113.47556047296735 298.42136870697504 72.216689591791692 387.84074074791488 2.9729908942078955 9.5477451883550639 leaf_count=55714 1016 3673 4906 2777 21338 342 412 internal_value=0 -0.00197195 7.60533e-05 0.0112437 0.00282251 -0.0627436 0.0527123 internal_weight=0 3601.53 3485.08 552.415 460.057 116.449 92.3574 internal_count=90178 64635 60620 25543 24115 4015 1428 is_linear=0 shrinkage=0.1 Tree=1053 num_leaves=8 num_cat=0 split_feature=5 7 9 6 0 5 8 split_gain=5.2782 8.84021 8.63384 9.26953 7.37945 7.36321 6.96472 threshold=10.933379397126187 5.8130593955156682 9.7663550590762966 8.7975602127203469 10.950962431958304 8.9869286411848712 14.871999165111028 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.035321107069010899 -0.0070117961686167081 0.025737685539600499 -0.068790054074964316 0.017709599606162561 -0.049649391464026416 -0.032157676763875528 -0.057141494688510056 leaf_weight=19.812673912932951 54.557665442025609 172.18651555424037 13.200704194534408 96.470348615273792 13.120253084582144 72.864200429418133 56.006406825194972 leaf_count=498 2411 18284 944 12104 509 11251 44177 internal_value=0 0.00758533 -0.0130978 0.00677046 0.0201622 -0.0175089 -0.0326896 internal_weight=0 277.984 220.235 109.671 185.307 92.6769 110.564 internal_count=90178 30542 59636 13048 18793 11749 46588 is_linear=0 shrinkage=0.1 Tree=1054 num_leaves=6 num_cat=0 split_feature=1 9 1 2 6 split_gain=4.64323 5.11496 8.26247 7.97004 0.00532563 threshold=6.3193560299700344 5.9991806917619623 7.53007672291261 14.791210430462753 9.1750502436701584 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.082697366812625669 0.04686344556232331 -0.020702753687564426 0.0017658901336493245 -0.076079231814702192 -0.032961944038983941 leaf_weight=5.1996800416677607 43.25603570359317 175.35621952431939 2273.30566921116 5.0755806938705055 2.0062024709118305 leaf_count=316 768 2637 86292 101 64 internal_value=0 0.000791387 0.000149047 0.032672 -0.0745547 internal_weight=0 2496.99 2448.66 48.3316 7.20588 internal_count=90178 89798 88929 869 380 is_linear=0 shrinkage=0.1 Tree=1055 num_leaves=8 num_cat=0 split_feature=8 8 8 8 2 9 6 split_gain=4.10463 6.14337 5.1494 7.6439 3.78261 3.47356 1.84091 threshold=14.512792609374946 14.467275927306209 14.582376352430854 14.67823852713458 13.685330519301173 7.9342042901822838 8.5336812251180323 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.01565547838742859 -0.061178614928727004 0.11164422907051852 0.038744074597047436 -0.00051325315966620644 0.031871542139642321 0.013958363297813595 0.027786822944006889 leaf_weight=30.222211301108473 21.497523894882764 7.8584507047416974 49.766803839933345 2155.5330337988494 35.323089009274554 8.0239588147023806 4.9167560503810819 leaf_count=465 397 135 1420 85542 1331 668 220 internal_value=0 0.0229736 -0.000174586 0.000389823 0.0100514 -0.0409681 0.0837303 internal_weight=0 78.3205 2234.82 2205.3 65.5453 29.5215 12.7752 internal_count=90178 2151 88027 86962 1796 1065 355 is_linear=0 shrinkage=0.1 Tree=1056 num_leaves=8 num_cat=0 split_feature=4 10 2 6 4 2 0 split_gain=4.20693 7.62098 5.65999 6.54474 5.07167 4.17712 3.8826 threshold=20.959836909431807 9.6022425204610258 15.571633406061215 12.453466041813241 15.208968641092492 14.128656476379684 10.089049489800589 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.0086978119265293929 0.026036766730985286 -0.04761635150409859 -0.032164128511875924 0.058376876824450356 -0.0051779562616244348 0.20381749129688309 0.028696079299395768 leaf_weight=461.7965214855268 2.6250453951943191 7.4732067960758277 89.081290790374851 7.8460465842563272 610.43567599529126 2.5862839816409178 30.909952041583892 leaf_count=34659 72 146 14804 619 39391 123 364 internal_value=0 0.0299938 -0.00130038 -0.0243138 0.000800693 0.132875 0.0130063 internal_weight=0 43.5945 1169.16 96.9273 1072.23 5.21133 38.3832 internal_count=90178 705 89473 15423 74050 195 510 is_linear=0 shrinkage=0.1 Tree=1057 num_leaves=7 num_cat=0 split_feature=2 3 7 0 3 3 split_gain=6.57565 6.61227 10.4035 5.48613 0.442422 0.263077 threshold=11.682578314229954 8.2127153782974904 5.3637583962384241 8.2218676481357171 7.6949316252648501 9.8287283695295944 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.027940443123560123 -0.00031125869550900528 -0.027585396795784218 0.0020813184537606818 0.029701913078307648 -0.090906688578765715 -0.028053181711184694 leaf_weight=3.6045953968962854 112.85210981789919 139.94741463384514 731.94804686057648 131.25343861000465 6.8747945000465034 2.0031484232939079 leaf_count=270 8308 8905 58852 8054 656 5133 internal_value=0 0.00136987 -0.00270662 0.0158819 -0.0688872 -0.0810006 internal_weight=0 1116 871.895 244.106 12.4825 8.87794 internal_count=90178 84119 67757 16362 6059 5789 is_linear=0 shrinkage=0.1 Tree=1058 num_leaves=8 num_cat=0 split_feature=1 7 9 0 1 3 8 split_gain=7.22385 12.6224 9.16471 20.3758 19.3057 3.30504 1.86562 threshold=13.36497818431652 11.696499999365152 9.1496190301800855 10.138641351074432 10.414617454137989 11.698354227018397 14.931439438905384 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0041005233071503971 -0.13729314658276723 -0.062821247107901657 0.047859179863636102 -0.0015237795197360008 -0.087456783521015269 0.042832036474819896 -0.034342761992496793 leaf_weight=253.59975491404589 10.036022580343117 3.0212355875773929 106.08194672656168 379.99120952790599 30.220291435279933 10.569421111511472 3.0692368853196959 leaf_count=63990 307 58 6535 17600 1345 299 44 internal_value=0 -0.0509821 0.000998697 0.00932983 -0.0132519 0.0166492 -0.117326 internal_weight=0 26.6959 769.893 486.073 283.82 13.5907 13.1053 internal_count=90178 708 89470 24135 65335 357 351 is_linear=0 shrinkage=0.1 Tree=1059 num_leaves=8 num_cat=0 split_feature=5 3 0 7 6 6 7 split_gain=5.19879 11.6151 7.24247 5.95342 17.0126 10.8233 5.31499 threshold=9.6383445967260339 8.0952447286945013 8.0281661694045194 6.1430139522990919 7.794422939525588 12.056187784625699 7.2236374582746814 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.016298483160594096 -0.0077663007013196034 0.090462082448724473 0.059253249227048804 0.022671555185542872 -0.001685875232434746 0.061496592898102387 -0.0055443211448646217 leaf_weight=59.509631648776121 1112.092968132114 25.86883903686612 15.054639053618301 349.93582460453763 1567.2611452725505 22.036579847161192 7.200534169234742 leaf_count=880 25777 1212 251 8558 52752 239 509 internal_value=0 0.0216344 -0.000462198 -0.000627579 0.00276946 -0.00636751 0.0700085 internal_weight=0 107.634 74.5643 3051.33 1917.2 1134.13 33.0694 internal_count=90178 2852 1131 87326 61310 26016 1721 is_linear=0 shrinkage=0.1 Tree=1060 num_leaves=7 num_cat=0 split_feature=8 4 5 6 7 8 split_gain=7.38372 12.7614 13.2802 8.4383 6.70732 5.54901 threshold=14.93311344364446 19.282310432172093 12.173478403075636 4.3397287074235171 6.9197861297749643 14.923390718400364 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -2 -5 -3 right_child=3 5 -4 4 -6 -7 leaf_value=-0.001495495600927601 -0.1290841023112255 -0.036183563716117827 -0.02470117719632595 0.016959823794801984 -0.0017624625520154019 0.046267667113151556 leaf_weight=2767.83284257993 3.4495361531153312 8.477224264211598 269.75390260456561 453.17198586696759 330.36886455846252 70.029441007180139 leaf_count=62439 26 1578 19505 3169 2827 634 internal_value=0 -0.00252969 -0.00356373 0.00830503 0.00907365 0.0370214 internal_weight=0 3116.09 3037.59 786.99 783.541 78.5067 internal_count=90178 84156 81944 6022 5996 2212 is_linear=0 shrinkage=0.1 Tree=1061 num_leaves=8 num_cat=0 split_feature=0 9 8 10 8 5 8 split_gain=8.6953 27.4741 18.7664 17.8643 25.2813 21.6455 12.6177 threshold=8.7438333106679718 7.6647941498657906 14.930133035486136 9.0825933022799301 14.92740058012337 10.541635698141132 14.930938140750223 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.025508744388622703 -0.056988221554331003 0.010459736215713132 -0.010281255035247211 -0.050112061708838952 0.0055080822189823887 0.027012609922633851 -0.014769804681561048 leaf_weight=328.96716668233603 126.44943621048924 851.70986885988123 892.16969317062285 38.627371172084167 1289.7440312813269 455.64026819097489 161.43695029790979 leaf_count=16811 3290 46769 6891 474 9161 5530 1252 internal_value=0 -0.00488303 -0.000151177 0.00427711 -0.000807257 0.0208962 -0.0334466 internal_weight=0 2031.77 1743.88 2112.98 1618.71 494.268 287.886 internal_count=90178 58202 53660 31976 25972 6004 4542 is_linear=0 shrinkage=0.1 Tree=1062 num_leaves=8 num_cat=0 split_feature=10 5 8 1 2 4 1 split_gain=5.39735 7.209 6.81135 5.95215 4.21605 1.32466 0.507036 threshold=12.285978664902375 12.922214371491485 14.67823852713458 10.044293479915721 14.348851288048683 17.684334454576454 11.513173183645138 decision_type=2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=-0.0078173505202910592 -0.041029744380884359 -0.08435095543354254 -0.11645648892091374 0.014839237529079946 0.099695440374360941 -0.045267172215116093 -0.021283765294384194 leaf_weight=241.34595938353044 3.5031418965663788 9.0974827797265316 7.296670515749609 221.39688267128372 3.1877186454366893 6.8193225278771479 2.405747592954639 leaf_count=63735 36 7443 1971 13749 66 1113 2065 internal_value=0 0.00101311 -0.0498663 0.0030312 0.0302611 -0.0873353 -0.0739185 internal_weight=0 474.246 20.8069 462.743 6.69086 14.116 11.5032 internal_count=90178 86992 3186 77484 102 3084 9508 is_linear=0 shrinkage=0.1 Tree=1063 num_leaves=8 num_cat=0 split_feature=9 5 8 8 8 7 4 split_gain=4.56517 10.2335 9.86744 7.79792 11.0329 8.78022 6.64295 threshold=7.921536235168678 11.723596193105328 14.771689466117605 14.626033213993869 14.890362634532156 4.0166615945468465 19.992260924989491 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0072625469380776164 -0.030500013236346202 0.054862625914605279 -0.0033027295773814581 0.021023251699665603 0.00044726767909528809 -0.067622317862080117 0.085198184916589981 leaf_weight=29.457752159447409 172.64019857750486 31.565778581309132 278.5755585456252 308.68015919553 1644.4455307684789 32.000775216962211 4.1673152594321428 leaf_count=542 21962 559 26132 3553 36528 583 319 internal_value=0 -0.00818221 0.00277456 0.00259778 0.00370828 -0.0321876 -0.0273092 internal_weight=0 486.949 310.141 2014.58 1953.13 61.4585 176.808 internal_count=90178 48972 26691 41206 40081 1125 22281 is_linear=0 shrinkage=0.1 Tree=1064 num_leaves=5 num_cat=0 split_feature=8 3 6 2 split_gain=3.95043 3.86205 9.21732 7.72515 threshold=14.913676627498663 9.0995930011054131 9.0617319162726009 13.421484039872562 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.030509904542402728 -0.075752194380677415 -0.025859008156904385 0.0045814657355607224 0.0039442626129269623 leaf_weight=66.483206270178925 5.7577814132214362 168.34339791622369 240.48965304916783 1828.5144950615449 leaf_count=1944 42942 7754 14082 23456 internal_value=0 0.000817632 -0.00798539 0.00272003 internal_weight=0 2303.83 408.833 1895 internal_count=90178 47236 21836 25400 is_linear=0 shrinkage=0.1 Tree=1065 num_leaves=5 num_cat=0 split_feature=8 1 10 2 split_gain=4.5326 4.39572 8.07236 5.38341 threshold=14.927853812706594 7.729124636002541 7.7338523840769797 12.029007267547847 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.024143622061314721 -0.077783531526507396 0.11020047074856734 0.0014043963749019461 -0.036375895137902091 leaf_weight=18.507185584458057 6.450305252055613 5.862000621003971 1118.5142443008522 60.859687922342346 leaf_count=212 23062 281 62901 3722 internal_value=0 0.000455873 0.00206903 -0.0221388 internal_weight=0 1203.74 1124.38 79.3669 internal_count=90178 67116 63182 3934 is_linear=0 shrinkage=0.1 Tree=1066 num_leaves=8 num_cat=0 split_feature=8 8 8 5 7 5 5 split_gain=6.6868 23.4357 21.3362 14.1734 11.303 4.27908 0.729707 threshold=14.601153418519075 14.67823852713458 14.572237689267261 12.248217735387291 2.5025773517038084 10.996096347157708 10.976095566641384 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.013370276452484378 -0.061933957356686255 -0.0067876422449529451 -0.033163306745672784 0.021557713053582488 0.065775281334217492 -0.050296935425444889 -0.11777861628115441 leaf_weight=14.584510951590344 7.6322791440470636 736.50374405001639 13.019469378399661 230.86380382077664 73.80624227336375 34.11597169637389 14.439044481376184 leaf_count=1907 839 65371 93 20171 972 599 226 internal_value=0 -0.00238327 0.0212239 -7.70185e-06 0.0507308 -0.0313449 -0.101989 internal_weight=0 989.439 135.526 967.368 86.8257 48.7005 22.0713 internal_count=90178 86607 3571 85542 1065 2506 1065 is_linear=0 shrinkage=0.1 Tree=1067 num_leaves=8 num_cat=0 split_feature=5 0 9 9 8 4 9 split_gain=7.0749 7.77481 16.8603 12.1935 2.21503 1.77588 0.913509 threshold=10.806418148753567 9.0647479729967539 8.856342864875355 8.115678366101152 14.921809274144836 15.230382319496092 8.2319045587089175 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.066220246168066613 -0.014110450750290699 -0.034870810180922834 0.0052142628216693115 0.073170504905777256 -0.02150662559588196 -0.002179857047256518 -0.10309398773076484 leaf_weight=5.9858327639120779 28.477954627970462 127.29116397098244 575.32808638495976 34.758449973472352 2.3978873191883832 11.578448514155864 7.224204573483803 leaf_count=10999 24644 16649 21446 1157 7038 6943 1302 internal_value=0 0.000954581 -0.00208705 0.0342565 -0.0500584 -0.026396 -0.0867007 internal_weight=0 765.856 702.619 63.2364 27.1864 17.5643 9.62209 internal_count=90178 63896 38095 25801 26282 17942 8340 is_linear=0 shrinkage=0.1 Tree=1068 num_leaves=8 num_cat=0 split_feature=8 2 6 10 0 4 1 split_gain=4.69406 9.35381 7.96631 10.0116 8.54789 5.4075 5.1734 threshold=14.894913004998687 14.18802104426452 4.3397287074235171 10.147179762804676 12.907788471437533 14.117984199261697 7.53007672291261 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.017796426583487977 0.096883429387401687 0.071853549662070013 -1.5873245692505375e-05 -0.029904089589562179 0.056425154330581755 0.025281519647744173 -0.049388519409344522 leaf_weight=61.406617125874618 17.456418564892378 2.8499007426653398 2913.6188320487054 8.8166097127832455 26.082394514116459 53.674858229136589 68.168701154088922 leaf_count=2375 150 626 55001 69 502 3868 27587 internal_value=0 -0.015328 0.00100319 0.0548001 0.000503915 0.00234016 -0.0435931 internal_weight=0 186.1 2965.97 26.273 2939.7 115.081 71.0186 internal_count=90178 34456 55722 219 55503 6243 28213 is_linear=0 shrinkage=0.1 Tree=1069 num_leaves=6 num_cat=0 split_feature=8 0 8 6 3 split_gain=6.95769 8.04532 9.21636 6.99466 0.192063 threshold=14.898934405764823 13.365415874404215 14.930228801065299 11.792566147284171 8.2018132149610121 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.026419724463424665 0.00021400073857432141 0.2034961113409508 0.0095740417830039119 -0.038115534707807597 -0.081298384823577763 leaf_weight=2.0210476988877408 3826.4977464816084 3.1459650293982104 6.2518484122119844 47.209882232793461 9.5402070670061203 leaf_count=6501 44315 138 66 5878 33280 internal_value=0 -2.7121e-05 0.0878182 -0.000262848 -0.0745719 internal_weight=0 3883.11 9.39781 3873.71 11.5613 internal_count=90178 50397 204 50193 39781 is_linear=0 shrinkage=0.1 Tree=1070 num_leaves=8 num_cat=0 split_feature=2 3 5 1 4 5 6 split_gain=7.5488 17.1777 20.4347 17.9714 13.0273 12.2641 8.49438 threshold=14.313389505619282 10.319871962920201 13.209969816022337 8.5459207958981001 17.684334454576454 14.097259372530507 8.8583850221677256 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.006098654882392994 0.003097314891995362 0.23516181655676385 -0.01028490500245291 -0.022819536893186748 -0.040108012563372569 0.056651761924219557 -0.0036125248030607661 leaf_weight=382.38371139009269 2948.5747252524552 5.2981365180453377 7.1781066662492776 488.64588581647968 111.81857078578878 42.395113866063184 147.21633294399044 leaf_count=7485 56058 2726 5100 11693 1791 858 4467 internal_value=0 -0.00840966 0.103662 -0.010132 0.00200978 0.0038751 -0.0194603 internal_weight=0 883.506 12.4762 871.03 3250 2990.97 259.035 internal_count=90178 27004 7826 19178 63174 56916 6258 is_linear=0 shrinkage=0.1 Tree=1071 num_leaves=6 num_cat=0 split_feature=8 8 4 2 3 split_gain=5.17135 6.19061 12.399 4.06136 0.612757 threshold=14.937791608657685 14.828882741269299 12.380491490210838 8.0459400115095168 9.350372350165296 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.083633014589212518 0.015143507237921742 -0.099901632067560475 -0.0070578515018095873 0.013407425359320489 0.086132144763539836 leaf_weight=3.4281065359100458 2.0468755780339034 14.183199403178888 278.31621647303029 186.98111178994805 6.3233377369324444 leaf_count=119 451 6481 74094 8422 611 internal_value=0 -0.00276538 -0.0118849 0.0112325 0.0722412 internal_weight=0 482.909 292.499 190.409 8.37021 internal_count=90178 89116 80575 8541 1062 is_linear=0 shrinkage=0.1 Tree=1072 num_leaves=7 num_cat=0 split_feature=2 8 6 1 8 9 split_gain=4.62461 5.60846 8.81797 5.45904 5.29486 3.07682 threshold=15.474783942881347 14.907335691510722 9.2277286492313593 6.3193560299700344 14.390433651313669 9.6338923815969206 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.084140500830170287 -0.012579279161900943 -0.052018158760273304 0.15120848651580729 0.04098255532876037 0.0016316661042605025 -0.067277896561141845 leaf_weight=6.3404213711987714 231.53589544487861 2.9919721590694044 4.1019533554921566 33.734070853657613 2210.2477058253435 9.8424032802031416 leaf_count=352 8460 3214 3909 995 70387 2861 internal_value=0 -0.0123893 0.0696576 0.00196057 0.00224122 -0.015078 internal_weight=0 248.472 7.09393 2250.32 2243.98 241.378 internal_count=90178 18444 7123 71734 71382 11321 is_linear=0 shrinkage=0.1 Tree=1073 num_leaves=8 num_cat=0 split_feature=8 6 5 9 5 8 5 split_gain=3.63826 7.58391 4.18198 8.04461 4.05912 3.87984 3.28632 threshold=14.90208336904397 8.5496677926746383 13.038895375575796 10.967437036854367 12.622257144066745 14.81036057168097 10.541635698141132 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.0018655479154297654 -0.097886118409725498 -0.0061919341920375903 0.014899384476438468 0.09383982047160308 0.040308877988967602 -0.049372208521454103 -0.030066313468500461 leaf_weight=2062.9417694113049 7.4418796164620025 99.570146584579007 13.177022198447956 8.5544595590945374 22.084412607721163 28.687644617020851 63.299622663792547 leaf_count=39925 5694 14921 192 959 10935 1545 16007 internal_value=0 -0.0126777 0.00165178 0.00229046 0.00250935 -0.0292669 -0.0384658 internal_weight=0 192.396 2113.36 2071.5 121.655 41.8647 70.7415 internal_count=90178 47557 42621 40884 25856 1737 21701 is_linear=0 shrinkage=0.1 Tree=1074 num_leaves=8 num_cat=0 split_feature=8 8 0 2 6 2 1 split_gain=4.43764 14.2462 13.2745 12.75 9.52239 8.80526 5.80014 threshold=14.894913004998687 14.890157152163896 8.4743161283059258 11.861833659255757 4.9317471713750249 13.652160250779874 10.26686104390574 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=0.013053772011394214 -0.047152825206635607 0.11680085310617611 -0.086636550359871722 0.0048318364456415132 0.018415632998515057 -0.015816239528952534 0.082148086351751193 leaf_weight=158.12280511442805 86.010501018445723 9.2430257082451117 14.952909951981381 339.77194048217888 283.42175228466658 313.74408965609291 2.728311270678204 leaf_count=2701 18591 115 5327 31718 13730 17910 86 internal_value=0 0.00461547 -0.00794681 0.000743409 0.02191 -0.00613474 -0.0423063 internal_weight=0 764.532 443.464 354.725 292.665 471.867 88.7388 internal_count=90178 34456 55722 37045 13845 20611 18677 is_linear=0 shrinkage=0.1 Tree=1075 num_leaves=8 num_cat=0 split_feature=3 9 5 8 8 5 6 split_gain=6.91685 12.2218 8.63354 24.3841 15.2346 7.2733 7.15212 threshold=9.9174808637034921 10.719321924799104 12.22846644190246 14.828882741269299 14.85291165514945 13.635837220905737 12.567011086365296 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.016853608686999335 -0.053343145462984465 0.03748638873186682 -0.039486028533486595 0.044754413722760567 -0.011563310119746064 0.030261890567179858 -0.063451006257392029 leaf_weight=299.87679840400398 76.864449929714112 39.490620132803201 45.313196785049513 133.29237554059637 504.83675260355852 11.350276793182614 7.550253314882581 leaf_count=5261 12164 3933 420 8694 54884 1808 3014 internal_value=0 -0.0205824 0.00345738 0.0232813 -0.00096596 -0.0423674 0.020302 internal_weight=0 135.256 983.319 178.606 804.714 88.2147 47.0409 internal_count=90178 20919 69259 9114 60145 13972 6947 is_linear=0 shrinkage=0.1 Tree=1076 num_leaves=8 num_cat=0 split_feature=8 9 0 5 8 0 2 split_gain=7.1613 11.0348 23.3699 10.8236 12.9534 12.8037 9.41964 threshold=14.918440503101598 9.8488039580207793 9.4837301851795068 11.509053352145829 14.924155022598237 11.036062721795156 15.090172193907593 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.011968279769156966 0.0085990070789058962 0.026627954402351463 -0.080957170393529745 0.020083953971522961 -0.080787313897247096 -0.014141016144940314 -0.041173313567051673 leaf_weight=49.390795358477703 34.098463446102869 71.348519538087203 58.26639509370159 363.1694222135468 29.611469143821751 155.35622231791558 27.610928214432988 leaf_count=29550 3263 6018 14613 13735 16789 3120 3090 internal_value=0 -0.0166001 -0.0386072 0.00502665 -0.0335529 0.00982228 0.0074879 internal_weight=0 206.617 107.657 582.236 63.7099 518.526 98.9594 internal_count=90178 53271 44163 36907 20052 16855 9108 is_linear=0 shrinkage=0.1 Tree=1077 num_leaves=8 num_cat=0 split_feature=2 8 5 9 8 0 6 split_gain=4.30093 14.3053 20.0682 9.80461 6.39169 24.5224 9.3849 threshold=14.128656476379684 14.910527555780067 10.717815098464348 7.2904293355404031 14.92740058012337 8.4276099545344678 9.6229062650281243 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.020174379868793689 0.037753399057764037 0.011748570264988604 -0.038847396920098635 -0.0036603690304791987 -0.038238200761982408 0.022735721783770313 -0.0097153264524104908 leaf_weight=405.35573951889819 40.622987353368444 563.0035023909295 194.33234243882544 1540.7197606801274 125.67602460214403 136.6629542116425 140.98697590540542 leaf_count=8589 10805 9917 26148 21274 2453 1861 9131 internal_value=0 -0.00215148 -0.0254995 0.000467031 0.00630436 -0.00650871 0.0124575 internal_weight=0 2338.68 234.955 2103.72 808.682 262.339 546.343 internal_count=90178 68144 36953 31191 22034 4314 17720 is_linear=0 shrinkage=0.1 Tree=1078 num_leaves=8 num_cat=0 split_feature=3 10 6 3 2 3 9 split_gain=6.62867 10.1166 14.1103 12.147 8.84278 9.21111 7.19461 threshold=8.6542180326630582 8.389935938089641 6.235404151573678 7.5962174749703495 15.639909282440689 11.550983888816198 7.2776108089207234 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.019119592452395154 0.0067956836527271807 0.038522850999572714 -0.010551809107086264 0.012300256155636718 -0.064248748625927235 0.076398892245801958 -0.0068508203096866553 leaf_weight=154.68613870660852 1364.8162897878933 60.115200861931953 1434.7904734097772 586.61694460614854 22.973343558485794 18.294336266503933 249.69747778084388 leaf_count=2510 40509 827 20419 10358 302 3523 11730 internal_value=0 -0.00381934 -0.00855392 0.00572702 0.00452563 0.00777085 -0.0119039 internal_weight=0 2236.21 1494.91 741.303 1655.78 1383.11 272.671 internal_count=90178 34114 21246 12868 56064 44032 12032 is_linear=0 shrinkage=0.1 Tree=1079 num_leaves=8 num_cat=0 split_feature=7 10 1 1 4 10 0 split_gain=8.23221 8.98605 45.1578 17.8656 6.99987 5.04026 3.11188 threshold=9.699684675872172 9.956678350559681 9.7609002983862485 9.9260712327267751 18.665636714938604 11.993471640699642 9.928635364704947 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00090823145480712882 -0.026974434486402805 0.049633327968386778 -0.059182525908666551 0.0037835337311736121 -0.0057294923464489842 0.093754803098977449 -0.068370591026324659 leaf_weight=3324.548330015451 59.104093640973019 103.26577036040408 128.94700186332739 460.67293268066305 22.899139696626893 5.5126890736482883 27.019092564132166 leaf_count=56727 2682 1421 3684 14426 1107 523 9608 internal_value=0 0.000560315 -0.00135193 0.0122523 -0.026514 0.0161046 -0.0405972 internal_weight=0 4017.43 3453.5 563.939 114.535 28.4118 86.1232 internal_count=90178 76258 60411 15847 13920 1630 12290 is_linear=0 shrinkage=0.1 Tree=1080 num_leaves=8 num_cat=0 split_feature=5 0 9 5 0 8 5 split_gain=5.28199 14.517 10.2679 8.83392 7.37021 4.79788 3.50452 threshold=10.276168109567156 9.4969986708087983 10.371320686656171 11.016320701485677 8.3216657935866483 14.895895018412437 9.9384965954451534 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -3 -1 -2 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=-0.01649933720990816 -0.030181894572324126 0.026406892360577135 -0.11702263195703413 -0.010898650396711181 0.036056885353293516 -0.087175456707670351 0.017448014193566043 leaf_weight=35.953067873577254 51.422592826979326 97.791578124240004 6.5649725712300988 176.59762369950613 97.266450155088023 20.92552043480373 2.2892151932173874 leaf_count=5058 15143 5776 245 25933 5936 31954 133 internal_value=0 -0.00811065 0.0147169 0.00244456 0.0218558 -0.0476301 -0.0840133 internal_weight=0 346.737 142.074 274.389 133.22 72.3481 8.85419 internal_count=90178 78806 11372 31709 10994 47097 378 is_linear=0 shrinkage=0.1 Tree=1081 num_leaves=8 num_cat=0 split_feature=7 8 1 8 8 9 7 split_gain=4.6638 7.32872 18.0099 11.0439 5.97721 9.67786 5.84845 threshold=4.6894622420891698 14.626033213993869 10.027556442901199 14.828882741269299 14.572237689267261 7.1113656448364173 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.035299921378000976 -0.07475815901808075 0.03597045472607531 0.065251285812663845 0.0013283877816710993 -0.005294254272546272 -0.049162889628016349 0.049893630103836774 leaf_weight=10.499729360730496 33.096136503025264 95.345167123083229 11.708519703954151 2055.633818417622 196.82966934135948 66.684376099985229 26.940823921693664 leaf_count=577 1478 4090 947 74993 3741 3860 492 internal_value=0 0.00203838 -0.0375446 0.00287995 -0.0112162 -0.0165395 0.0257054 internal_weight=0 2195.78 44.8047 2150.98 300.955 263.514 37.4406 internal_count=90178 81508 2425 79083 8670 7601 1069 is_linear=0 shrinkage=0.1 Tree=1082 num_leaves=8 num_cat=0 split_feature=8 5 2 8 4 4 1 split_gain=3.68621 7.49129 5.9449 4.90203 4.01635 1.95166 1.88488 threshold=14.512792609374946 9.4308084680330087 12.029007267547847 14.467275927306209 6.2674495412130637 9.9130718397612743 9.286776974586946 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.050324987178643824 -0.0042939340026517453 -0.08422896447318548 0.00055594912735236002 0.091607189617254323 -0.0049209602495880267 -0.080941784364575581 -0.009001524037088043 leaf_weight=17.051619847071834 4.468683110031523 7.3012051605328443 2202.1618789557542 10.680657071614403 48.005587235420535 13.409002903276017 2.014402802422409 leaf_count=251 246 6337 80427 125 1545 1017 230 internal_value=0 -0.000298037 0.000237798 0.0217161 0.0101017 -0.0630253 0.0761514 internal_weight=0 2227.34 2209.46 77.7523 65.0572 17.8777 12.6951 internal_count=90178 88027 86764 2151 1796 1263 355 is_linear=0 shrinkage=0.1 Tree=1083 num_leaves=8 num_cat=0 split_feature=1 2 7 3 2 5 1 split_gain=4.01608 13.9718 27.0433 13.0049 8.52254 8.08273 7.12289 threshold=9.9612724346950223 14.642425702560944 4.2693660640857081 10.054061419025016 13.846138900727842 13.002133465885111 8.6892393313575464 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.010912490384611846 0.03013699108094289 0.08653592234169373 -0.041929312203043301 -0.038476770251010019 0.0029287730272615801 -0.016051747176314947 0.012520706770618579 leaf_weight=214.45155977880461 215.49185518802869 17.297257575758977 160.70949000915414 73.107038228658922 150.62175045984029 45.258529100310625 325.09000677011477 leaf_count=13388 8241 2088 35558 7230 9204 1578 12891 internal_value=0 -0.00482255 -0.0290324 0.00695097 -0.0107122 0.0220893 0.00320376 internal_weight=0 717.548 178.007 484.479 223.729 260.75 539.542 internal_count=90178 63925 37646 26253 16434 9819 26279 is_linear=0 shrinkage=0.1 Tree=1084 num_leaves=8 num_cat=0 split_feature=1 0 3 6 0 5 5 split_gain=6.52853 12.3701 8.69494 7.59151 8.42056 7.44919 3.79388 threshold=10.285877098030692 10.138641351074432 10.482534587742423 11.052076142501679 8.9549965196770938 12.815137844481002 12.562049446400332 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.0031420252199345247 -0.08360485977687937 0.019573402820230665 -0.033442013389142718 -0.076985000286870053 0.016200764832530839 0.00022117800877193193 -0.00034797496248640744 leaf_weight=506.78032849761138 34.712718241656489 80.75962213191039 48.766382900613138 16.045291601269302 403.48141575833444 15.068976980712078 10.416062419208229 leaf_count=38252 3606 5286 9834 1119 29826 1137 1118 internal_value=0 -0.0168943 -0.000490125 0.00388307 0.0054402 -0.0587259 -0.0479293 internal_weight=0 179.308 129.526 936.723 910.262 49.7817 26.4614 internal_count=90178 19863 15120 70315 68078 4743 2237 is_linear=0 shrinkage=0.1 Tree=1085 num_leaves=8 num_cat=0 split_feature=4 4 9 8 8 10 8 split_gain=7.01714 7.5673 19.303 10.69 2.33888 3.945 0.664782 threshold=11.208036567932256 16.913760297453241 9.9725343785449407 14.932528711914747 14.925762802849045 11.438724266489487 14.918661398272731 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.04622355991517297 0.012832822186472465 -0.03900818121800724 0.010136364476567745 -0.051563793789451563 -0.079302998329242036 0.072194741823308095 -0.12727559382684711 leaf_weight=3.3388097844756413 421.61264079416634 139.71952523741373 184.26586810639401 26.474460586316127 2.8540671805976672 2.124369503593698 4.5627114090239047 leaf_count=3195 60683 12930 6131 5751 1089 39 360 internal_value=0 0.000511382 -0.0111122 0.00892171 -0.0712271 -0.0133941 -0.102067 internal_weight=0 772.072 323.985 448.087 12.88 4.97844 7.90152 internal_count=90178 85495 19061 66434 4683 1128 3555 is_linear=0 shrinkage=0.1 Tree=1086 num_leaves=8 num_cat=0 split_feature=8 7 6 2 4 9 0 split_gain=4.41254 13.2869 10.4546 8.99845 6.21946 11.0208 4.86427 threshold=14.932038140668062 1.0000000180025095e-35 6.235404151573678 13.546825074132277 18.495626961458719 8.3475872508793731 8.4743161283059258 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0042899237450824751 -0.067231899245020627 0.054362669342345939 -0.019403121393848075 0.13298936497218422 -0.024829254329052735 -0.0098728214855937288 0.020992347566734879 leaf_weight=1758.5905471646292 2.2167430389672509 19.568792986217886 299.94488463519156 9.0551406629383546 24.963166633773653 797.88986709356868 225.59808565153799 leaf_count=43202 24 308 9173 67 478 33032 3894 internal_value=0 -0.0108508 -0.0147298 0.0913437 0.00134378 -0.000132469 0.0163466 internal_weight=0 330.786 319.514 11.2719 2807.04 2556.48 250.561 internal_count=90178 9572 9481 91 80606 76234 4372 is_linear=0 shrinkage=0.1 Tree=1087 num_leaves=8 num_cat=0 split_feature=8 3 5 6 3 5 4 split_gain=6.84458 11.0077 13.3804 11.3302 5.22463 6.13304 4.0434 threshold=14.936789616334687 7.2820048901685555 9.4308084680330087 9.4451284588075488 6.2423815403969032 14.400878335079033 17.181437651897372 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.05115629842473516 -0.058578091828019298 0.0021191204276857006 -0.045828763109239702 -0.014568095711646878 0.037991414992614027 -0.031055657482200419 0.048918962061161288 leaf_weight=15.82082662034736 11.8587912293151 3177.0678825142531 95.839633708033034 465.623660018583 102.00826329091797 13.936883921269326 3.9508384978398672 leaf_count=292 97 57814 1570 29086 1195 92 32 internal_value=0 -0.000969459 -0.0317551 -1.73202e-05 0.0221348 0.0294972 -0.0304024 internal_weight=0 3754.35 111.66 3642.69 131.755 115.945 15.8096 internal_count=90178 88762 1862 86900 1416 1287 129 is_linear=0 shrinkage=0.1 Tree=1088 num_leaves=8 num_cat=0 split_feature=0 9 1 4 2 8 1 split_gain=8.50488 29.6041 20.2124 13.7669 14.4112 9.06843 5.47604 threshold=8.1969396703944479 6.826285430858122 7.2880368720252724 13.743234696186475 13.585296496002817 14.927628583228445 7.9407601925357643 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.038929424383396576 -0.001277252116029371 0.19759617118331418 -0.0017920357370962135 -0.02652210459806742 0.022472264179932481 0.00047501212057371131 -0.091699363417873575 leaf_weight=72.276802391253568 7.9438190798864516 4.0925620489647363 3098.5505572067677 66.605530995155277 545.00948053160027 287.63364833709784 42.690628064912744 leaf_count=4288 200 251 73903 983 7890 2130 533 internal_value=0 -0.0027157 -0.00146545 0.00798078 0.0171021 -0.00752408 -0.0778129 internal_weight=0 3153.28 3102.64 971.525 611.615 359.91 50.6344 internal_count=90178 74887 74154 15291 8873 6418 733 is_linear=0 shrinkage=0.1 Tree=1089 num_leaves=8 num_cat=0 split_feature=8 6 10 3 5 5 3 split_gain=5.25828 10.562 8.67415 4.17088 4.73877 2.67924 0.866779 threshold=14.582277153272187 6.3752834714674353 12.285978664902375 10.344274622172561 11.273931080248547 10.111854075392726 8.7107914633175945 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.020487346429717307 -0.046871435892976793 -0.00030164338380126213 -0.076396531055959033 -0.036336943817208658 -0.038639341279582719 0.069938550239742908 -0.12104375173527389 leaf_weight=65.119399121307652 4.4072097705748075 356.50500371802167 14.637582336236617 2.0759189361415364 16.082370319349138 18.52192775606818 6.7902362989433414 leaf_count=1668 3188 80235 3009 173 513 507 885 internal_value=0 -0.00651875 -0.00349999 0.0189507 0.00844945 0.0580412 -0.0980864 internal_weight=0 382.34 371.143 101.8 81.2018 20.5978 11.1974 internal_count=90178 87317 83244 2861 2181 680 4073 is_linear=0 shrinkage=0.1 Tree=1090 num_leaves=8 num_cat=0 split_feature=9 1 10 10 4 6 6 split_gain=4.45145 5.90117 19.6729 12.7957 4.95876 6.07917 2.50499 threshold=9.7663550590762966 8.8806238192001974 8.9748065130418535 9.0934605702232485 19.714399874998094 11.233790606792462 8.7528511859667564 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.00080871090838681545 0.002827519426430081 0.031432970628050151 -0.068722184217237942 0.0014336914218157689 -0.064855809906668879 0.10992272580381666 -0.064246422336949327 leaf_weight=1535.1759161138223 7.0403849984072648 177.44578529754062 42.873510192433059 700.15512260899982 2.496532889246736 3.9056098815817677 24.219691707897255 leaf_count=29122 1240 5987 1344 37413 384 429 14259 internal_value=0 0.000959402 -0.00269618 0.00752824 -0.0332385 0.0422131 -0.0495207 internal_weight=0 2455.65 1578.05 877.601 37.6622 6.40214 31.2601 internal_count=90178 73866 30466 43400 16312 813 15499 is_linear=0 shrinkage=0.1 Tree=1091 num_leaves=8 num_cat=0 split_feature=3 8 10 10 1 1 4 split_gain=3.54893 9.01425 10.3173 6.97574 29.5058 24.4491 4.06548 threshold=9.0995930011054131 14.888650765397751 8.9446519806039575 8.985181241955349 8.7871547874401781 8.9790759577833263 16.726562403129865 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0029685060969166337 0.0058092046798039337 -0.059782139628908541 -0.0086643415829439872 0.07308553685238571 -0.052528981344501992 0.0035694802673119663 0.051422614739259992 leaf_weight=1401.4821313289874 71.723569210685184 45.531642316729176 264.20694847279896 58.683813777510295 101.82270121797887 332.95894277978368 26.019751410985918 leaf_count=25135 7234 1802 26382 2554 4266 19909 2896 internal_value=0 -0.00799965 -0.0163469 0.00227653 -0.000822902 0.0141454 0.0183495 internal_weight=0 407.482 309.739 1894.95 1503.3 391.643 97.7433 internal_count=90178 38314 28184 51864 29401 22463 10130 is_linear=0 shrinkage=0.1 Tree=1092 num_leaves=7 num_cat=0 split_feature=8 0 5 3 2 8 split_gain=4.23582 3.80467 10.3252 9.5126 2.85508 0.729175 threshold=14.91888241682727 9.3933457523545609 11.542277916954374 8.3346556943756998 12.880374407927007 14.92740058012337 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.0027938974355083998 0.048933271913517692 0.049633179216127067 -0.027381324867546748 0.0025497481395475815 -0.076097296130117231 -0.02031000339506836 leaf_weight=432.10376683814047 2.0539763316600093 45.555499497451819 152.66904985535621 549.92444558852685 10.938995191355046 2.2124949487870254 leaf_count=20315 2661 1274 7985 24407 33014 522 internal_value=0 0.000607661 -0.00511737 0.0062289 -0.0508674 0.015987 internal_weight=0 1180.25 584.773 595.48 15.2055 4.26647 internal_count=90178 53981 28300 25681 36197 3183 is_linear=0 shrinkage=0.1 Tree=1093 num_leaves=8 num_cat=0 split_feature=3 5 7 9 8 6 8 split_gain=6.20898 10.5258 11.7995 10.3455 7.15044 11.4419 9.23018 threshold=8.934597323333529 12.622257144066745 10.926792207424041 11.359772439711245 14.889502581986347 4.9317471713750249 14.877113625005363 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0082099554834135172 -0.019197278517557124 0.028804529978330124 -0.07053475157804566 0.075375900201661974 -0.12497589023762848 0.027868270804953507 -0.026034834051273326 leaf_weight=337.7624930345338 359.0060978056008 106.56895487885021 12.492938780323582 10.982026300432777 4.0612546631124351 177.76206793910376 101.53049993808963 leaf_count=3172 30510 8537 4717 585 443 41272 942 internal_value=0 -0.00787926 0.0178804 -0.0161945 0.00717087 0.0237894 0.000254059 internal_weight=0 489.05 119.062 369.988 621.116 181.823 439.293 internal_count=90178 44349 13254 31095 45829 41715 4114 is_linear=0 shrinkage=0.1 Tree=1094 num_leaves=6 num_cat=0 split_feature=6 1 0 9 8 split_gain=6.7756 7.31725 8.52762 1.82138 0.420933 threshold=6.0708020247992822 8.4539637582996292 10.536440514196281 8.557989312871765 14.925192240893763 decision_type=2 2 2 2 2 left_child=3 4 -3 -1 -2 right_child=1 2 -4 -5 -6 leaf_value=-0.0044506952835327521 -0.10407979037809989 0.009782285846631246 -0.011623405869546547 -0.11592288971236342 -0.029672400285254127 leaf_weight=2.0022377540699372 5.8376890982856358 449.2413988597923 316.25017675809818 5.4605457295970155 2.0104478263119745 leaf_count=2494 10304 58945 12498 600 5337 internal_value=0 -0.000108647 0.000935252 -0.0900752 -0.0905267 internal_weight=0 773.34 765.492 7.46278 7.84814 internal_count=90178 87084 71443 3094 15641 is_linear=0 shrinkage=0.1 Tree=1095 num_leaves=8 num_cat=0 split_feature=3 5 5 8 9 8 8 split_gain=5.3222 31.5353 21.903 112.698 46.1432 15.4064 11.4336 threshold=8.8386479940103904 11.273931080248547 11.519480960160774 14.91752864592924 7.6647941498657906 14.919550842712399 14.892420099699093 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.00013447527775852874 -0.023719131158381895 0.014111917432434833 -0.097450962467498695 0.033026680393027703 -0.045794670765710539 -0.011396083337594863 0.039498103337702921 leaf_weight=922.13032012977783 31.278445285302951 344.50946955682957 76.900110982729529 440.13311658322345 290.22719036464514 751.61398964980617 273.32856629253729 leaf_count=23261 9993 19159 6841 5116 6706 12016 7086 internal_value=0 0.00454352 -0.00374659 0.0134696 -0.0110938 -0.00337341 0.0329503 internal_weight=0 1400.73 1729.39 517.033 1212.36 1096.12 304.607 internal_count=90178 48254 41924 11957 29967 31175 17079 is_linear=0 shrinkage=0.1 Tree=1096 num_leaves=8 num_cat=0 split_feature=10 3 6 10 8 3 9 split_gain=6.46704 7.94999 11.4632 8.78731 3.54566 3.14024 2.94695 threshold=7.0247843423256073 7.555671347408925 9.4859636102858733 7.9283903791433756 14.924155022598237 7.4126353286476485 5.6591766761881122 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.08539259601647653 -0.026337590844280664 0.019506003594082198 0.04308164464175155 -0.00070447014504326018 0.0033116753993845862 0.040632573909587674 0.064466357446666997 leaf_weight=3.3209344994461381 206.80502799656301 228.78253400948188 25.951921614481989 3373.1503782825794 10.929559294134377 2.8172826013105805 28.319788426859304 leaf_count=364 2872 4871 415 80930 60 418 248 internal_value=0 -0.000575333 -0.0184463 0.000584288 0.0369879 -0.0299612 0.0479423 internal_weight=0 3834.69 232.757 3601.93 45.3876 6.13822 39.2493 internal_count=90178 89088 3287 85801 1090 782 308 is_linear=0 shrinkage=0.1 Tree=1097 num_leaves=8 num_cat=0 split_feature=7 2 7 1 4 8 8 split_gain=7.61836 12.4543 16.76 12.826 12.3859 9.04512 5.93799 threshold=6.9010169257307146 14.62432540856682 3.5270361845031446 8.8709870479635757 14.831201994398931 14.93042045828112 14.927628583228445 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0032931715659084248 -0.042012225149942899 -0.043002657094800972 0.010527437913218191 -0.018821161136149397 -0.010501992437133562 0.0085079626532338463 -0.013869340250570095 leaf_weight=678.58963951063288 100.90142705088442 59.79801485732105 1557.0912361605428 426.23973394955192 463.73201430474342 541.44466779640607 290.98605138105631 leaf_count=11374 9293 1550 22528 7050 31340 4921 2122 internal_value=0 0.00293276 0.00852236 -0.00524777 -0.0061487 -0.000263883 -0.0212039 internal_weight=0 2721.72 1616.89 1104.83 1397.06 1005.18 391.887 internal_count=90178 42502 24078 18424 47676 36261 11415 is_linear=0 shrinkage=0.1 Tree=1098 num_leaves=8 num_cat=0 split_feature=7 7 5 1 8 6 5 split_gain=4.71654 6.8217 7.65949 7.34907 3.78737 3.4339 0.722063 threshold=11.947835852282278 9.5608068175471317 11.395889822400276 9.8341372548832418 14.820894537509451 10.664543200991984 11.786916847505177 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0027246773271292855 -0.057269459640214362 -0.027188704841635165 -0.031614618412665017 0.038664040587887971 -0.08902258509411376 0.084460203304280904 -0.029188776660509893 leaf_weight=282.32388364726319 2.1963759133941521 20.888320364086553 83.315395442299348 76.816947993542669 9.6776479026714224 2.778686211182503 4.1236293056600735 leaf_count=42324 74 2371 32890 9113 427 77 2902 internal_value=0 0.00111979 -0.00516484 0.0244526 -0.0487456 0.022777 -0.074325 internal_weight=0 463.345 365.639 97.7053 18.7763 4.97506 13.8013 internal_count=90178 86698 75214 11484 3480 151 3329 is_linear=0 shrinkage=0.1 Tree=1099 num_leaves=8 num_cat=0 split_feature=9 1 3 0 10 3 9 split_gain=4.57789 16.0084 14.713 13.3199 11.4895 9.08203 8.61325 threshold=6.8894159018657755 8.2307536709715041 8.1556290402387166 8.8887691559426596 8.3583377762045128 7.555671347408925 6.3439606388843899 decision_type=2 2 2 2 2 2 2 left_child=2 3 6 -2 -4 -3 -1 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.013433945006644125 -0.032818040976790044 0.054377088449769385 0.037222850057750209 0.074689805317956839 -0.0044760361161597885 8.0970224155004297e-05 -0.015180595759246447 leaf_weight=165.65133065310329 216.0875859614963 30.462003776499841 204.91776131373626 11.241662323060494 97.00901886317024 1479.2148933839349 284.44763120769767 leaf_count=2663 3745 1525 2724 646 2828 71811 4236 internal_value=0 -0.00251978 0.00681474 -0.0271978 0.0238545 0.00121182 -0.00464306 internal_weight=0 1737.01 752.026 227.329 301.927 1509.68 450.099 internal_count=90178 77727 12451 4391 5552 73336 6899 is_linear=0 shrinkage=0.1 Tree=1100 num_leaves=8 num_cat=0 split_feature=10 0 5 10 6 4 5 split_gain=3.73566 11.203 9.55812 9.49648 7.29455 6.7272 4.79667 threshold=8.0832592430567054 7.9497622480470875 10.528901616306898 7.9825473702386196 7.4358710300613042 16.76917323082726 10.226980690362174 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0022269590221912117 0.0013917941178713108 -0.028581144456068425 0.0028100457693672927 -0.085662032304122948 0.04710044252713344 -0.03616413660836406 -0.024137678100960347 leaf_weight=583.99123050589105 56.946464381686042 103.73443403797887 1311.9414765774063 14.094867180817344 89.498369781070664 48.505959561177633 90.616578711627881 leaf_count=7152 1696 10859 66234 348 2134 683 1072 internal_value=0 0.00322378 0.000491288 -0.00540776 0.0294562 -0.000769678 -0.0331513 internal_weight=0 1562.12 1415.68 737.209 146.445 632.497 104.711 internal_count=90178 80923 77093 9255 3830 7835 1420 is_linear=0 shrinkage=0.1 Tree=1101 num_leaves=8 num_cat=0 split_feature=1 5 6 2 6 4 5 split_gain=3.78452 7.38364 7.72434 5.60582 7.65652 5.33295 5.29867 threshold=7.9129872446412799 10.259444080357182 6.3752834714674353 12.673578259141348 5.2808713649943622 8.5314791987627139 9.1919029601144544 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.056632280335219477 -0.021502174799181067 0.033759782173202628 -0.0034876049575895563 0.054504566165255869 -0.045883555798543925 0.044199931634834766 0.036776082590776797 leaf_weight=6.0443747235697201 18.285508040380137 58.205052031815626 933.44014862261645 7.7941119075858287 61.572688640968863 20.112634964749304 86.607263345870251 leaf_count=135 639 1857 73308 374 6663 308 6894 internal_value=0 0.00140948 -0.00126955 -0.019244 -0.0339896 0.0196722 0.0265096 internal_weight=0 1096.54 991.645 95.5238 69.3668 26.157 104.893 internal_count=90178 82698 75165 7480 7037 443 7533 is_linear=0 shrinkage=0.1 Tree=1102 num_leaves=8 num_cat=0 split_feature=4 5 7 0 7 8 3 split_gain=6.39516 9.03502 9.91024 6.67131 6.60717 6.84066 3.21778 threshold=16.913760297453241 13.635837220905737 7.2043083358189888 11.178005330924931 1.0000000180025095e-35 14.889955778994116 8.2446216138338695 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.016945638685728789 -0.051207452414366174 0.087988308060655121 -0.0050076378905676809 -0.018353467052155077 0.00071493925292516176 0.021365952902494198 -0.094993764486408463 leaf_weight=13.974463829268645 70.208569609610947 13.139234675476475 134.15567705220047 9.6201453065957576 645.67054873110465 212.45774878996065 8.0765460468929842 leaf_count=625 5117 1051 11036 1857 12012 57706 774 internal_value=0 -0.0143521 -0.0210515 0.0441582 0.00443393 0.00584669 -0.0484129 internal_weight=0 227.124 204.364 22.7594 880.179 858.128 22.051 internal_count=90178 19061 16153 2908 71117 69718 1399 is_linear=0 shrinkage=0.1 Tree=1103 num_leaves=5 num_cat=0 split_feature=8 2 8 3 split_gain=6.52558 8.6769 8.33703 1.05745 threshold=14.877113625005363 9.5580834386043634 14.913185407320695 9.617439735427185 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.085180678649410743 0.0059160147127400699 -0.03405835177824891 0.0017087808560074065 0.085245497644861917 leaf_weight=8.139591080607941 2.1068064600245853 70.991243164634625 686.97530643980156 12.088931096426675 leaf_count=12091 111 33529 42239 2208 internal_value=0 -0.000183858 -0.00168163 0.0746362 internal_weight=0 772.162 757.967 14.1957 internal_count=90178 78087 75768 2319 is_linear=0 shrinkage=0.1 Tree=1104 num_leaves=8 num_cat=0 split_feature=1 9 8 9 8 0 5 split_gain=5.18864 14.2213 12.0192 10.5448 24.8026 23.012 6.86861 threshold=10.227157027100999 9.4241555777066477 14.934267983690573 8.2631480668290695 14.928634530200252 9.1222009477300254 15.380672092647268 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0028983125562343729 0.03722560616560338 -0.005940999733838547 -0.037009412103865297 -0.025079266853267307 0.024104335758740065 0.029386300131964107 0.049826112217004823 leaf_weight=1655.8379948879701 190.27912805368032 393.72083427216967 23.808443979647564 451.44464244823394 131.70925967874791 253.72723212516757 22.397659234702587 leaf_count=42339 3462 16941 286 17420 2488 7003 239 internal_value=0 0.00795796 0.0288363 -0.00219137 -0.0139486 0.00140454 -0.00282707 internal_weight=0 630.206 214.088 2492.72 583.154 1909.57 416.118 internal_count=90178 20928 3748 69250 19908 49342 17180 is_linear=0 shrinkage=0.1 Tree=1105 num_leaves=8 num_cat=0 split_feature=8 3 10 5 3 8 8 split_gain=6.52884 11.5336 19.2961 10.4684 11.7264 9.93869 9.39444 threshold=14.932137129077342 9.0887261744609606 9.3115016994345652 11.231007813480359 9.6553197313576344 14.923162855091427 14.937791608657685 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-0.0015151999315044043 0.024298004249011986 -0.02503448543504181 -0.026339283788830693 -0.002525851254068782 -0.098571975977666593 0.016758895091442093 0.035836102262265274 leaf_weight=1798.5472953127614 320.18609500885941 64.820268490860144 378.17287661973978 816.89333410398103 6.9915822800248852 422.76997064796888 68.240956723690033 leaf_count=33438 2619 29986 11168 5438 716 6369 444 internal_value=0 -0.00272376 -0.00583813 0.00612529 0.02138 0.011163 0.000468833 internal_weight=0 2664.31 2176.72 1212.31 327.178 487.59 885.134 internal_count=90178 80961 44606 9217 3335 36355 5882 is_linear=0 shrinkage=0.1 Tree=1106 num_leaves=8 num_cat=0 split_feature=0 9 10 1 5 0 5 split_gain=8.31295 39.3112 19.1382 40.8964 21.8055 12.952 10.7326 threshold=8.9213384134852038 7.802479439624201 9.0825933022799301 8.8709870479635757 10.95385024485944 9.3332848397188393 11.665408354556964 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0039376201018143219 -0.065856005714311203 0.012221838116641183 -0.01526227442649062 -0.040841040375843074 0.02640642744900551 -0.0072400258138880895 -0.02061287295675799 leaf_weight=1501.4581097330301 116.74030679697444 559.89461228081848 160.63823350205485 234.99870586916677 565.52021985839019 875.0337126295957 96.855158816056246 leaf_count=25693 1997 9553 1785 3244 6934 39364 1608 internal_value=0 -0.00561273 0.00356001 -0.0021424 0.0171803 0.000357021 -0.0455321 internal_weight=0 1648.52 2462.62 1736.46 726.158 1434.93 213.595 internal_count=90178 52522 37656 28937 8719 48917 3605 is_linear=0 shrinkage=0.1 Tree=1107 num_leaves=7 num_cat=0 split_feature=4 8 7 7 10 2 split_gain=4.70047 5.5762 5.38453 5.28124 1.54721 0.989507 threshold=18.869674688752287 14.755543580320479 13.329534587027906 9.5608068175471317 11.018514392709003 15.161836301224202 decision_type=2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.0028728958716207212 0.0026905737977647335 -0.076117574123041334 -0.10224633229402635 0.023745031507561909 -0.026608137961049945 0.09212122872304819 leaf_weight=349.4327216499247 2.071321089169941 14.36144066560894 3.9344524922773862 93.696346059246707 13.492402111327463 2.3187085546378512 leaf_count=73129 53 2212 794 12726 1191 73 internal_value=0 -0.0373273 0.00164548 0.00279606 -0.0538885 0.0582533 internal_weight=0 32.2439 447.064 443.129 27.8538 4.39003 internal_count=90178 3529 86649 85855 3403 126 is_linear=0 shrinkage=0.1 Tree=1108 num_leaves=8 num_cat=0 split_feature=7 4 9 9 3 5 8 split_gain=4.48467 5.56472 8.61543 6.01242 3.09806 8.80252 1.28079 threshold=10.851656625998922 19.714399874998094 8.4358256830909486 9.7663550590762966 8.5635997518708642 11.735523885049423 14.896693691242671 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.00079544789519014046 -0.065118762285272955 0.00035457703642577387 0.11670850492946352 -0.046054363220262719 -0.036180744478629033 0.13198064785078031 -0.094171803636197149 leaf_weight=2409.9477468414084 4.8353494135756163 16.163979230348222 9.502662637284514 26.707444932141698 11.906203369606375 2.7144948140230554 6.7962483561020681 leaf_count=71488 144 466 805 10111 1291 167 5706 internal_value=0 0.000760587 0.0461939 0.000263259 -0.0400294 0.0128951 -0.0609641 internal_weight=0 2462.32 25.6666 2436.66 26.2523 7.54984 18.7025 internal_count=90178 82870 1271 81599 7308 311 6997 is_linear=0 shrinkage=0.1 Tree=1109 num_leaves=8 num_cat=0 split_feature=8 5 3 7 1 0 4 split_gain=3.66173 6.5196 13.6223 6.35612 6.89835 5.99498 5.52722 threshold=14.899408278746956 10.760964555663355 8.4277378427190772 4.3447456515966687 8.5841561995167392 7.7612372986478588 7.7417514024564502 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.0029866179182341576 0.030098710892714681 0.073494986673980703 -0.028552248856435813 0.011195899021009717 -0.013324903063356 -0.11044428453272176 0.0068615798863242887 leaf_weight=570.06402732671586 3.7204730340732786 11.617485079070319 179.18787246769989 171.43146697980592 342.24021719712277 9.777133196615635 1010.0772441440458 leaf_count=4465 961 167 9099 9716 36906 2104 26760 internal_value=0 0.00249764 -0.00458409 -0.00698888 -0.00513554 -0.0723011 0.00769038 internal_weight=0 1770.95 749.252 527.169 513.672 13.4976 1021.69 internal_count=90178 40491 13564 49687 46622 3065 26927 is_linear=0 shrinkage=0.1 Tree=1110 num_leaves=8 num_cat=0 split_feature=8 3 1 8 8 3 1 split_gain=4.2062 29.5497 33.5636 11.0228 8.7527 14.0475 8.27422 threshold=14.897822350845894 8.6464618050620707 9.2455522078301513 14.904746724265181 14.890123011153568 9.0372817083726584 8.2658194265739677 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.029191633250307738 -0.023251659126628188 -0.017150866214814219 0.083284278039923332 -0.067914858717743429 -0.014157947185016315 0.0071302708412530839 0.020671572812736343 leaf_weight=167.74631396621317 59.286130738352284 129.48898237932008 57.334430773528766 63.633917323595171 84.629817231339985 287.77821973993377 337.98663173186651 leaf_count=7089 17510 2807 3697 27803 3655 12812 14805 internal_value=0 -0.0102046 0.0293876 -0.0341413 0.00333067 -0.00627987 0.0136799 internal_weight=0 309.743 116.621 193.123 878.141 455.525 422.616 internal_count=90178 51817 21207 30610 38361 19901 18460 is_linear=0 shrinkage=0.1 Tree=1111 num_leaves=6 num_cat=0 split_feature=10 3 9 7 4 split_gain=6.05091 6.34293 9.0619 6.01953 0.0909121 threshold=6.4024571332175748 8.5876976612772236 6.9602043955360182 9.653670470848942 9.9130718397612743 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.034991269014075746 0.012997128867689951 -0.069837610416752974 -0.0028111801239808863 -0.051478101402593381 -0.091508150466240515 leaf_weight=2.1794868002780268 408.02274728523253 19.817853936959636 653.7002136547103 14.041459875798862 5.7295298655901661 leaf_count=155 30203 2405 56417 773 225 internal_value=0 0.00113759 -0.004884 0.0107355 -0.0816096 internal_weight=0 1095.58 673.518 422.064 7.90902 internal_count=90178 89798 58822 30976 380 is_linear=0 shrinkage=0.1 Tree=1112 num_leaves=8 num_cat=0 split_feature=3 0 8 8 10 0 3 split_gain=6.51598 14.1341 21.7702 14.3908 12.1226 9.44514 4.43742 threshold=10.743367559408187 10.05397050660889 14.922469107718024 14.92908783461008 10.035832483882487 11.178005330924931 11.036803093657491 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.015641236839771363 -0.010849479602491156 -0.06977354239519877 -0.0039890729427128919 -0.044663796982066351 0.039249117550898861 -0.00066254365623854856 -0.1331637070044252 leaf_weight=258.35463548677978 5.2546486344783698 75.818700890883861 146.13621057443106 45.711586724998142 105.30588245382842 134.004007394783 6.4332763770166821 leaf_count=49581 233 9245 2989 18449 4533 4854 294 internal_value=0 -0.00754531 -0.0266729 0.00645863 0.0120051 0.0169904 -0.0833629 internal_weight=0 526.021 221.955 304.066 250.998 239.31 11.6879 internal_count=90178 80264 12234 68030 9914 9387 527 is_linear=0 shrinkage=0.1 Tree=1113 num_leaves=8 num_cat=0 split_feature=3 6 8 1 2 8 3 split_gain=5.05291 11.2247 12.1447 8.85385 8.46555 13.3114 7.5665 threshold=9.6553197313576344 9.4451284588075488 14.892420099699093 9.46916073755804 11.861833659255757 14.911370549600658 7.4644649240909082 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.00010405927069204345 -0.02918512277522857 0.045360977540218991 0.035068644177031816 -0.0064189765033348519 -0.024896448783857921 -0.00052710055862920352 0.072900555929303085 leaf_weight=29.043255578260869 33.816057337131497 35.124101988931216 195.38522595799441 383.7977408114948 249.02208394833724 2166.5121781739072 27.091099195415154 leaf_count=257 3812 867 2492 18008 32775 31309 658 internal_value=0 0.0077635 0.0255031 -0.00197985 -0.00214998 -0.00304865 0.0358975 internal_weight=0 648.123 229.201 418.922 2471.67 2415.53 56.1344 internal_count=90178 25179 6304 18875 64999 64084 915 is_linear=0 shrinkage=0.1 Tree=1114 num_leaves=6 num_cat=0 split_feature=8 0 8 10 3 split_gain=6.30563 6.7149 7.69749 6.57822 0.174566 threshold=14.898934405764823 13.365415874404215 14.930228801065299 10.443218446018795 8.2339801061318667 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.02652048309536393 0.0011531267331918805 0.18432281371954645 0.0084311995169299159 -0.015826701011328437 -0.080481696507982217 leaf_weight=2.0261016905465103 3602.3518621677099 3.2361158044368477 6.2767730709165335 242.58485953766149 8.6269307698471476 leaf_count=6906 38792 138 66 11401 32875 internal_value=0 0.000296241 0.0801078 7.79983e-05 -0.0733754 internal_weight=0 3854.45 9.51289 3844.94 10.653 internal_count=90178 50397 204 50193 39781 is_linear=0 shrinkage=0.1 Tree=1115 num_leaves=8 num_cat=0 split_feature=0 9 8 8 10 6 8 split_gain=7.67301 22.5924 24.5388 20.5775 18.6943 30.1942 22.5073 threshold=8.4627634629040767 7.5175315417914561 14.930938140750223 14.930133035486136 8.6796340009857555 7.0323886879198092 14.92740058012337 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.036502384403750816 -0.046724143947589274 0.011491814903788282 -0.0022488539325071148 -0.0082653688976861359 -0.02739393298004264 0.030300609810669423 0.0041205259661634243 leaf_weight=166.62163034663854 226.35461297534675 1008.6773351671204 273.27329405565979 1102.1142507049244 110.96702137337616 479.94807717064759 731.20900231902488 leaf_count=10636 5481 51002 2213 8381 1066 6089 5310 internal_value=0 -0.00335234 -0.0224513 0.00117691 0.00564143 0.0194383 -0.0034506 internal_weight=0 2610.42 499.628 2110.79 1488.75 590.915 897.831 internal_count=90178 67077 7694 59383 23101 7155 15946 is_linear=0 shrinkage=0.1 Tree=1116 num_leaves=8 num_cat=0 split_feature=5 9 2 9 3 8 2 split_gain=4.67478 13.2065 9.55196 8.60479 8.09245 5.46432 3.3684 threshold=10.259444080357182 8.9004620830435499 13.714806311791465 10.371320686656171 10.82271793063118 14.771689466117605 14.74875488459902 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.025860119758383822 -0.012603581661953932 -0.060082659156689366 0.010841432655422594 -0.0062453692029417127 -0.10843370512561552 -0.060838229964694956 -0.12835870397375823 leaf_weight=124.22814959979314 44.123093780093768 19.727255772756052 226.13235947413159 4.0156646495051955 3.6804477103578384 50.850299654703122 4.4993140910519287 leaf_count=10548 1546 9090 16318 235 101 52207 133 internal_value=0 -0.00733136 0.0049303 0.0145076 0.0211848 -0.038794 -0.0774788 internal_weight=0 340.833 245.86 136.424 127.909 94.9734 8.51498 internal_count=90178 79161 25408 11017 10649 53753 368 is_linear=0 shrinkage=0.1 Tree=1117 num_leaves=7 num_cat=0 split_feature=2 1 6 9 8 0 split_gain=4.37189 5.8262 5.75207 5.29998 4.91599 0.951098 threshold=12.970039582877137 11.35219136267329 4.9317471713750249 6.6705231022053164 14.572237689267261 7.1203607740439248 decision_type=2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=0.010669892880951647 -0.0090264337922732439 0.073516298008000955 0.010778805585731915 -0.0011419015916096552 -0.06495375977529512 -0.089732012255444971 leaf_weight=11.885015993204659 2.0744849156071705 3.9181553134430933 458.79511884948261 1974.2616943006624 27.840081875593341 7.1140385545509162 leaf_count=279 76 3664 7129 72901 5666 463 internal_value=0 -0.0307824 0.000795928 0.00110946 -0.0426221 -0.0741855 internal_weight=0 43.6433 2442.25 2433.06 39.7251 9.18852 internal_count=90178 9609 80569 80030 5945 539 is_linear=0 shrinkage=0.1 Tree=1118 num_leaves=5 num_cat=0 split_feature=8 10 1 1 split_gain=3.45551 3.65412 25.5113 18.1009 threshold=14.913676627498663 8.0832592430567054 8.0632785589488254 7.7619200682033762 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0059409949590507223 -0.074476052446124125 0.061410185895709679 0.00044213149146546908 -0.027201208044551763 leaf_weight=485.38818979504867 5.160794003569662 70.95678483548545 1485.8273968507428 248.29335340420948 leaf_count=3597 42942 468 41251 1920 internal_value=0 0.00051705 0.00325864 -0.00529679 internal_weight=0 2290.47 1556.78 733.682 internal_count=90178 47236 41719 5517 is_linear=0 shrinkage=0.1 Tree=1119 num_leaves=6 num_cat=0 split_feature=8 4 8 3 6 split_gain=4.03611 3.99337 6.61309 5.66309 0.563643 threshold=14.926011390706412 14.610235736557039 14.87965296985381 7.4126353286476485 4.3397287074235171 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.019661219895838588 -0.012075032355305814 0.048755074516801528 0.01447198343803289 -0.0052722170382118799 -0.077657428976187964 leaf_weight=68.008187586095801 2.0879968993831977 18.909612093273608 320.78539082940324 766.77316868261005 6.5682326518330569 leaf_count=5752 106 520 16272 42087 25441 internal_value=0 0.000189638 0.00846624 -0.00391158 -0.0647268 internal_weight=0 1174.48 388.794 785.683 8.65623 internal_count=90178 64631 22024 42607 25547 is_linear=0 shrinkage=0.1 Tree=1120 num_leaves=5 num_cat=0 split_feature=8 2 8 8 split_gain=6.24713 5.94553 10.9277 9.26401 threshold=14.891696904234349 14.946454577175578 14.601153418519075 14.883632987558505 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.028620968081895931 -0.079691951324616275 -0.0030997197322208563 -0.0093560221298769758 0.026955181958796766 leaf_weight=85.786493207871899 8.6365140731209049 223.84292057738094 596.67746343170802 187.99447551720368 leaf_count=2036 57852 7593 11897 10800 internal_value=0 0.00117727 -0.00454738 0.0106517 internal_weight=0 1094.3 682.464 411.837 internal_count=90178 32326 13933 18393 is_linear=0 shrinkage=0.1 Tree=1121 num_leaves=6 num_cat=0 split_feature=4 3 6 0 5 split_gain=6.47209 6.77372 16.5194 16.2882 2.61328 threshold=22.005150708497776 11.358176366560647 10.893959615308889 10.950962431958304 14.784570124804917 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.0037566694321065283 -0.11015558013664062 -0.042617163076026775 0.040413482436020345 -0.036574103634214414 -0.0065202238421700996 leaf_weight=508.41590584534504 6.5343450624167172 30.543182755080124 99.778119528514253 123.65576790594969 3.7891297022724757 leaf_count=80586 311 866 4354 4020 41 internal_value=0 0.000108788 0.0207774 -0.00417878 -0.0760523 internal_weight=0 762.393 130.321 632.072 10.3235 internal_count=90178 89826 5220 84606 352 is_linear=0 shrinkage=0.1 Tree=1122 num_leaves=8 num_cat=0 split_feature=8 7 6 2 2 5 2 split_gain=4.83802 10.9198 8.74229 7.69436 5.40363 11.4291 9.76364 threshold=14.932038140668062 1.0000000180025095e-35 6.0708020247992822 13.891624545666414 15.281584004078644 11.303529342714477 15.967173299199375 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0035593926440286787 -0.044270471755076569 0.051607034768997376 -0.019088950495492481 0.12807124347301313 -0.015308453090041259 0.010953684484659313 0.012081852827331173 leaf_weight=1097.6151887170454 3.0306413071230045 17.617821443243884 301.06103790888301 8.1421917239204031 428.07577064231737 1071.411943977686 185.93485186890575 leaf_count=27962 34 249 9232 57 16044 30214 6386 internal_value=0 -0.0115242 -0.0150314 0.0815269 0.00126668 0.00361123 -0.00700796 internal_weight=0 329.852 318.679 11.1728 2783.04 2169.03 614.011 internal_count=90178 9572 9481 91 80606 58176 22430 is_linear=0 shrinkage=0.1 Tree=1123 num_leaves=8 num_cat=0 split_feature=0 9 1 10 1 7 2 split_gain=6.29707 17.6958 24.8777 15.997 15.871 12.2915 7.69357 threshold=9.8846142972933695 8.9907100713675252 9.0594371328445948 9.423934991684586 9.2972995718352536 5.1582025237401901 14.507958417187764 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.00076251289266168081 -0.075491472834202766 -0.034927244543185375 0.069071469801318827 0.021756762229637197 0.037879727204805778 -0.01831026851256114 0.0078027782310132777 leaf_weight=2612.8196741904667 13.007963455979505 52.120067804711198 83.596780700959016 85.272791930162725 119.51589721927257 689.01582605212263 202.80693390531587 leaf_count=43644 249 10183 2088 1962 3066 16319 12667 internal_value=0 0.0128234 0.0490319 -0.00119716 0.00239933 -0.0138753 -0.00103575 internal_weight=0 351.532 96.6047 3506.62 2732.34 774.289 254.927 internal_count=90178 25187 2337 64991 46710 18281 22850 is_linear=0 shrinkage=0.1 Tree=1124 num_leaves=8 num_cat=0 split_feature=0 9 3 10 8 8 7 split_gain=7.33457 29.7205 13.5384 18.0723 13.4582 12.5305 5.9617 threshold=8.8662602956970655 7.8297248872464547 9.4508713931084092 9.3322120462446776 14.930133035486136 14.930325961634539 4.5327799914722915 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.0011811372142667613 -0.061373962792948704 0.010506478882527561 0.041685755725541333 0.027358551693143485 -0.008734338191693107 -0.01839458213519745 -0.067653072385675958 leaf_weight=1995.3307847561359 104.65832754898747 732.95193654939521 5.0965991414204828 302.91673376711697 719.30915311720673 193.332132306532 35.180654545283232 leaf_count=31119 3630 43458 214 3698 5794 1415 850 internal_value=0 -0.00493333 0.00362427 0.00464181 0.000976994 -0.0336443 -0.0531429 internal_weight=0 1750.25 2338.52 2298.25 1452.26 297.99 40.2773 internal_count=90178 54297 35881 34817 49252 5045 1064 is_linear=0 shrinkage=0.1 Tree=1125 num_leaves=6 num_cat=0 split_feature=8 8 6 1 3 split_gain=4.45215 5.34618 10.0273 4.21977 0.604312 threshold=14.937791608657685 14.887810450428484 11.494353001403443 9.3075350782720907 9.350372350165296 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0086534472006398085 0.013597698555565427 -0.007450724498656084 -0.084844478297748854 0.017413092918434504 0.083652405320087622 leaf_weight=101.4774396553762 2.0415147468083878 190.0265203092826 17.389590374850627 157.12608502277112 5.840039082311705 leaf_count=4637 451 67434 7461 9584 611 internal_value=0 -0.00239146 -0.0143153 0.00719051 0.0690806 internal_weight=0 466.02 207.416 258.604 7.88155 internal_count=90178 89116 74895 14221 1062 is_linear=0 shrinkage=0.1 Tree=1126 num_leaves=6 num_cat=0 split_feature=8 5 4 9 5 split_gain=4.32459 4.115 5.45525 5.03354 0.120743 threshold=14.923390718400364 9.686550327785417 6.2674495412130637 6.6521869566535052 11.03610917567841 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0061362643579097511 -0.025988334077291911 -0.069835493109618146 0.0014400276202623738 -0.071838278096092542 -0.076669768158399876 leaf_weight=37.930073561900372 2.0009652612944802 9.7865102745017776 2412.3448154264779 15.975567609678818 6.1357881922771185 leaf_count=551 10917 349 58243 1938 18180 internal_value=0 0.000510134 0.00112334 -0.0265616 -0.0684148 internal_weight=0 2476.04 2422.13 53.9056 8.13675 internal_count=90178 61081 58592 2489 29097 is_linear=0 shrinkage=0.1 Tree=1127 num_leaves=8 num_cat=0 split_feature=4 8 4 7 0 5 6 split_gain=3.49634 7.0146 5.43652 5.20314 4.96144 3.83258 3.09722 threshold=18.665636714938604 14.891696904234349 18.495626961458719 8.0606436671028767 10.006136745501419 12.716688006995051 8.505711989258165 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -3 -1 -2 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=0.0015980789578640298 0.053845971911231062 -0.078976213825857844 -0.0005008146330769081 -0.010690542162161152 -0.023621755696113009 -0.065001189474001173 0.098735199227921525 leaf_weight=2141.6864386854272 13.35572602596781 20.524941090173002 4.8453911977011881 23.929587971708514 79.953082206367981 2.4546035365201524 7.9099553218621281 leaf_count=65454 1080 1083 170 1801 19783 271 536 internal_value=0 -0.0231458 0.00106859 -0.0432623 0.00068024 0.0326255 0.0637424 internal_weight=0 60.2649 2234.39 44.4545 2221.64 15.8103 12.7553 internal_count=90178 4235 85943 2884 85237 1351 706 is_linear=0 shrinkage=0.1 Tree=1128 num_leaves=8 num_cat=0 split_feature=8 3 0 8 3 6 0 split_gain=3.87165 22.9902 22.1594 11.2529 12.5734 7.45953 6.51623 threshold=14.894551491458904 9.9403614706405197 8.8547259212940403 14.890157152163896 9.4508713931084092 4.9317471713750249 9.928635364704947 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.021819443406788857 -0.028536104289461201 -0.12369928521241723 0.021107399055006117 0.10723509118714553 0.011166909369262476 0.016829331766116559 -0.044588925772796065 leaf_weight=232.67437985349238 145.61597672199525 12.705568401857475 231.51202595360621 8.5006804005242866 227.7066331144888 267.12092367663718 54.711831783252478 leaf_count=10690 27254 2049 15234 114 9921 13376 11540 internal_value=0 -0.00775594 0.00191437 0.00405209 -0.0055154 0.0199952 -0.0610883 internal_weight=0 444.545 377.128 736.003 460.381 275.622 67.4174 internal_count=90178 56077 42488 34101 20611 13490 13589 is_linear=0 shrinkage=0.1 Tree=1129 num_leaves=8 num_cat=0 split_feature=7 6 9 8 2 10 9 split_gain=5.89395 8.9488 8.26373 7.71634 6.83493 2.79075 2.00158 threshold=3.5270361845031446 5.2808713649943622 6.9602043955360182 14.601153418519075 17.153833041639519 6.4024571332175748 10.003275549726249 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=-0.064320271782772817 -0.098796624681238232 0.030405072806461465 -0.06675950667481402 0.0006302933998909117 0.069619705135063617 0.023719565303103412 -0.0048473729102292947 leaf_weight=3.1559838576574775 9.5635317990770528 95.159750294819105 39.087857970681625 918.15945143111094 3.238924535365185 27.124528048331285 3.0236796765739191 leaf_count=183 539 2449 2337 83288 66 1198 118 internal_value=0 0.00237601 -0.0269178 0.00345363 -0.0549575 0.0127807 -0.078246 internal_weight=0 1025.91 72.6073 1013.32 42.3268 30.2805 12.5872 internal_count=90178 86394 3784 85737 2403 1381 657 is_linear=0 shrinkage=0.1 Tree=1130 num_leaves=5 num_cat=0 split_feature=9 1 9 4 split_gain=6.26153 6.17059 10.0085 7.34592 threshold=7.5672260585974813 13.36497818431652 12.418031200981165 11.208036567932256 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.080972104838605938 -0.075879157849016013 -0.12444162175290303 0.001270847510137399 0.0033566505837678037 leaf_weight=8.5811783879266823 10.892498922025764 9.2456827717892356 16.531401666231432 726.24409413344836 leaf_count=31266 2049 184 521 56158 internal_value=0 0.00037439 -0.0467829 0.00208459 internal_weight=0 762.914 25.7771 737.137 internal_count=90178 58912 705 58207 is_linear=0 shrinkage=0.1 Tree=1131 num_leaves=8 num_cat=0 split_feature=5 8 1 8 1 10 5 split_gain=4.53609 18.4531 11.8782 10.0979 5.15969 23.3873 15.3006 threshold=9.6383445967260339 14.927853812706594 8.5964268575750946 14.512792609374946 9.2151832224055941 9.2828748116701636 11.976704466274876 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.022166391042383174 -0.0085435390191326826 -0.063379682522400935 0.077274931019161122 0.069643263895385152 0.056325011905323956 0.00045273905722262829 0.024327174316962047 leaf_weight=14.729985887886867 1303.1525079055209 29.933279925840907 6.5526069295010521 54.874768780737213 77.964632036067997 1462.387356934325 157.88696839189834 leaf_count=670 37100 504 51 1627 2153 44425 3648 internal_value=0 0.0202231 -0.0367315 0.0501754 -0.000721622 0.00331541 -0.00497716 internal_weight=0 106.091 36.4859 69.6048 3001.39 1540.35 1461.04 internal_count=90178 2852 555 2297 87326 46578 40748 is_linear=0 shrinkage=0.1 Tree=1132 num_leaves=8 num_cat=0 split_feature=3 8 9 2 2 9 5 split_gain=5.77459 13.4443 27.03 11.0928 10.6362 10.3117 9.87622 threshold=8.496916854731662 14.930513278377072 7.5175315417914561 14.971037806373451 12.970039582877137 8.0309492933225837 10.77232977886845 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.0025140440287059148 -0.056294959588514729 0.019549949945441278 -0.043334584061961834 -0.014287705505862206 0.011905462282745157 0.0063498482523812938 -0.0026702058148978659 leaf_weight=593.54694540536002 22.390901824518551 279.58300568303093 222.28948331648053 496.35445769663579 1069.3156759380236 470.92805935975298 696.09313162241597 leaf_count=13316 8330 2249 7032 9054 23966 21459 4772 internal_value=0 -0.00421022 -0.0136758 0.00355168 0.0104564 -0.00424399 0.00371055 internal_weight=0 1791.51 815.836 2058.99 1091.71 967.283 975.676 internal_count=90178 27369 20348 62809 32296 30513 7021 is_linear=0 shrinkage=0.1 Tree=1133 num_leaves=8 num_cat=0 split_feature=8 4 0 1 3 10 8 split_gain=7.08929 7.53744 8.18097 7.20194 7.36814 5.44322 3.12092 threshold=14.907335691510722 7.7417514024564502 7.8051977159271564 6.7811729855112457 12.169823358078242 11.183393178897912 14.698988483276553 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.039287526752063429 -0.06333546602229205 0.014355134296404781 -0.00080667163052586417 -0.079178363710850505 0.080755050257797778 0.08166696310077276 0.080639057277986897 leaf_weight=2.6245619445475077 25.992487721545334 393.67260980431456 3619.8316148141275 27.747697146244835 2.3958587641500335 2.0075056806090279 5.0691773954895325 leaf_count=229 410 3436 41908 43501 436 28 230 internal_value=0 0.00031683 0.00068371 -0.0426124 -0.0642818 -0.0504817 0.0399152 internal_weight=0 4041.5 4013.5 37.8373 30.1436 28 7.69374 internal_count=90178 45782 45344 44396 43937 438 459 is_linear=0 shrinkage=0.1 Tree=1134 num_leaves=8 num_cat=0 split_feature=5 1 6 6 8 8 4 split_gain=4.34821 6.94972 6.66629 6.90823 5.27596 4.11166 2.42725 threshold=11.892278411638136 11.160411057458875 12.797909639970344 8.9969292834635173 14.467275927306209 14.67823852713458 17.04402889909527 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=-0.0095072209305162771 0.033051069889771634 -0.017638008923350768 0.026372835645611277 0.016951791386071221 -0.066821254268102037 -0.11578758445345233 0.039433107630781714 leaf_weight=178.68148150570494 5.6478785107247225 13.11665936696386 2.3643000553129223 218.06459227006883 32.600319531814336 6.3918470246912875 15.016502904096795 leaf_count=43404 122 3533 59 18042 21180 277 3561 internal_value=0 -0.0243822 0.00304576 0.00504157 -0.0516074 -0.0786333 0.0131325 internal_weight=0 66.3814 405.502 396.746 38.2482 8.75615 28.1332 internal_count=90178 28396 61782 61446 21302 336 7094 is_linear=0 shrinkage=0.1 Tree=1135 num_leaves=8 num_cat=0 split_feature=6 9 3 3 3 0 1 split_gain=4.09265 15.143 9.66177 9.01325 8.69991 4.94959 4.13432 threshold=8.0213340512632438 6.6900083761563112 8.371967388317918 7.8969673905893378 7.2820048901685555 9.6851768795157493 8.9596896651093196 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0033117375311669233 0.021942759703301205 -0.027883954306733599 -0.0036690207292577044 0.026984587951225898 0.0049377183859088229 -0.015253132243056437 0.12413732212811548 leaf_weight=202.70237298092252 8.317829990497783 271.92155605347739 416.73932814037835 189.11651049474403 1250.8865336605893 133.47773544463803 7.589129937485267 leaf_count=3073 312 7730 13490 3227 34071 27926 349 internal_value=0 -0.00433408 -0.013257 0.0113426 0.00385432 0.00298135 0.0751578 internal_weight=0 1080.48 688.661 391.819 1400.27 1384.36 15.907 internal_count=90178 27520 21220 6300 62658 61997 661 is_linear=0 shrinkage=0.1 Tree=1136 num_leaves=8 num_cat=0 split_feature=7 7 9 6 2 8 10 split_gain=3.37442 4.53039 8.58063 4.34792 1.35788 1.31936 0.051306 threshold=11.815202653263983 8.0606436671028767 12.236303351805772 10.014357048893464 14.381897442296582 14.894551491458904 9.3424834935093006 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0013722899855196835 0.033127800477978982 0.0050007904960315402 0.16715316082807338 0.03151384889958056 -0.038508826976996528 -0.054642843768577587 -0.088190142785712702 leaf_weight=1941.8194858817326 2.8388671305046937 255.88956166215979 2.026010345577105 80.791211523441973 2.9222961207651679 2.1109168966870584 4.2609719337713159 leaf_count=60728 279 12865 218 12539 96 2311 1142 internal_value=0 0.000745949 -0.00111078 0.0114374 -0.0500893 -0.00719625 -0.0751544 internal_weight=0 2280.53 1943.85 336.681 12.1331 4.94978 7.18327 internal_count=90178 86350 60946 25404 3828 2590 1238 is_linear=0 shrinkage=0.1 Tree=1137 num_leaves=8 num_cat=0 split_feature=4 1 8 2 6 6 2 split_gain=3.88397 7.5288 5.5743 4.92635 5.4706 4.60982 3.66177 threshold=20.959836909431807 9.5765792372767073 14.89098124964333 15.571633406061215 12.453466041813241 15.120249453586034 14.128656476379684 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.00023217587952243298 0.026138365637471496 0.040260899676326886 -0.037647322773175229 -0.030785220450676609 0.052875916640167935 0.062318440777012866 0.19474663185986429 leaf_weight=1028.688699500183 2.519233482056733 23.791339014103869 13.642643548648264 85.513083332191172 7.6859472886089852 10.918494343348355 2.7113866906784096 leaf_count=73830 75 201 310 14804 619 220 119 internal_value=0 0.0288937 0.0116268 -0.0014997 -0.0233978 0.000484018 0.130768 internal_weight=0 42.6646 37.434 1132.81 93.199 1039.61 5.23062 internal_count=90178 705 511 89473 15423 74050 194 is_linear=0 shrinkage=0.1 Tree=1138 num_leaves=5 num_cat=0 split_feature=8 8 8 1 split_gain=5.7081 6.23619 10.477 8.34818 threshold=14.891696904234349 14.890362634532156 14.890543937865024 7.2880368720252724 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.052724758766346108 -0.079001925980485985 0.045008516410181477 -0.0041024921317427045 -0.00039195198664807615 leaf_weight=30.571275068636169 7.9678675094871769 79.187629695050418 94.454368393904588 883.99328707492168 leaf_count=642 57852 8520 2485 20679 internal_value=0 0.00110729 0.0184235 -0.00219696 internal_weight=0 1088.21 173.642 914.565 internal_count=90178 32326 11005 21321 is_linear=0 shrinkage=0.1 Tree=1139 num_leaves=7 num_cat=0 split_feature=6 9 0 9 0 7 split_gain=5.97768 6.80048 13.7799 4.12487 2.73594 2.61012 threshold=7.0042513114173532 7.9754643759947976 9.2147924418041196 7.9463781022666558 8.6755927649809568 6.7539823989609866 decision_type=2 2 2 2 2 2 left_child=3 4 -3 -1 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.041430470591614872 -0.006761905233645892 0.046526300794517965 -0.0017852276175888858 -0.027245756331364692 -0.075052302013933356 -0.11241195632248367 leaf_weight=3.0021763949985738 9.567535019739525 63.807432508479337 662.73700644063899 7.379545653174886 15.098340618272628 8.0209248774110034 leaf_count=7720 22367 5164 40349 1438 12478 662 internal_value=0 0.000732048 0.00251576 -0.0554849 -0.049859 -0.0757519 internal_weight=0 751.21 726.544 18.4026 24.6659 15.4005 internal_count=90178 80358 45513 9820 34845 2100 is_linear=0 shrinkage=0.1 Tree=1140 num_leaves=8 num_cat=0 split_feature=8 3 7 8 1 9 9 split_gain=4.1517 10.5839 10.5581 9.07003 5.68243 20.6418 18.7001 threshold=14.932038140668062 8.2446216138338695 4.1090471306345142 14.934267983690573 9.3810150432324306 8.4535251256813542 7.7407608389759348 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0034632314823306292 0.044505833524669823 0.073984168219888582 -0.033394712854886759 -0.007860988087767324 0.026595943027082902 -0.0022810007391197485 -0.021570268496533439 leaf_weight=1210.6967296333205 46.969354262226261 8.7658271047985163 164.75746917254219 105.78706031211186 353.81615102424803 818.2891169975137 394.92004383124277 leaf_count=29431 1577 147 6474 1374 7152 30945 13078 internal_value=0 -0.0107475 -0.0275774 0.00842543 0.0011603 0.00645114 -0.00270364 internal_weight=0 326.28 173.523 152.756 2777.72 1172.11 1605.62 internal_count=90178 9572 6621 2951 80606 38097 42509 is_linear=0 shrinkage=0.1 Tree=1141 num_leaves=4 num_cat=0 split_feature=2 8 10 split_gain=6.16599 8.27184 5.76234 threshold=10.530406060197963 14.904746724265181 7.1480778184950475 decision_type=2 2 2 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.11490502169676545 -0.082205966168778677 0.030789605135214559 -0.00043181619078115413 leaf_weight=3.6591040544417401 11.262410570372593 59.055680505407508 3770.8759934920654 leaf_count=3929 42830 547 42872 internal_value=0 -0.000205016 5.75144e-05 internal_weight=0 3841.19 3829.93 internal_count=90178 86249 43419 is_linear=0 shrinkage=0.1 Tree=1142 num_leaves=8 num_cat=0 split_feature=7 10 1 1 4 2 8 split_gain=6.82576 8.09058 34.2551 14.9246 7.00428 5.03422 3.69258 threshold=9.9616133764036707 10.035832483882487 9.8341372548832418 10.18792783189668 18.290813434812268 15.497271748855688 14.931529438442423 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00072438803190950918 -0.063976394936360648 0.035514877430039615 -0.053715748025855214 -0.00070553559109866727 0.038643740387367682 -0.04876113529896707 -0.014194290366908733 leaf_weight=3373.9857057618624 38.950894312239143 178.69163105012274 118.68024008108705 309.95591772675891 21.323422810809465 8.3938215420916986 24.885187579084231 leaf_count=58762 9511 3210 3750 12276 1491 540 638 internal_value=0 0.000547024 -0.00114032 0.0125852 -0.0266382 0.013172 -0.0450881 internal_weight=0 3981.31 3492.67 488.648 93.5533 29.7172 63.8361 internal_count=90178 77998 62512 15486 12180 2031 10149 is_linear=0 shrinkage=0.1 Tree=1143 num_leaves=8 num_cat=0 split_feature=5 1 3 9 5 0 2 split_gain=4.13555 8.35304 7.78108 5.37819 8.37806 8.0585 3.64837 threshold=10.477702060372833 9.3390699780847992 7.8780668149427209 8.0175466751172468 9.8464219473282011 10.291776458473333 14.800016537063614 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.015400353918665639 -0.010125114126380343 0.14457904780623429 -0.0032699408298891004 0.03718133177455845 -0.059349062467064617 -0.029917118416697776 -0.070428249735106613 leaf_weight=39.994774429582321 16.297978915774991 2.6112900357201161 248.07396586616574 90.65224187248532 22.706582521049995 21.442268264824634 26.790893726666695 leaf_count=2451 19017 1003 36395 5924 6736 1231 17421 internal_value=0 -0.00822578 -0.00116153 0.0111534 -0.012176 0.0241952 -0.0483661 internal_weight=0 293.774 250.685 174.796 62.7014 112.095 43.0889 internal_count=90178 73836 37398 16342 9187 7155 36438 is_linear=0 shrinkage=0.1 Tree=1144 num_leaves=8 num_cat=0 split_feature=7 10 9 8 3 10 9 split_gain=4.02386 6.59437 8.23978 5.43888 8.22338 5.4016 0.309801 threshold=4.6894622420891698 6.8180742650732657 6.3439606388843899 14.390433651313669 9.0172310552046167 7.9825473702386196 5.8676095620559154 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.043930943162371595 -0.033640894576416711 0.029204094922992765 0.00077261852438516743 -0.0088449834253094359 -0.065292113731663368 0.056232784800090307 -0.084220248286736105 leaf_weight=6.3711800660671569 3.7709622407858188 106.23685822880998 2062.5297617481046 242.40816942647189 27.95673323362098 20.363117008175323 7.4800272293252874 leaf_count=210 78 1640 79584 6060 1844 556 206 internal_value=0 0.00176587 0.00217815 -0.010621 -0.0149009 0.031639 -0.0713975 internal_weight=0 2180.02 2168.77 297.099 270.365 26.7343 11.251 internal_count=90178 81508 81224 8670 7904 766 284 is_linear=0 shrinkage=0.1 Tree=1145 num_leaves=8 num_cat=0 split_feature=6 1 10 0 0 10 5 split_gain=3.674 8.14092 9.4622 6.4278 6.39989 18.7225 10.1428 threshold=7.878707844948976 9.3281561237359014 9.3222825150451154 10.868669520875644 9.0320759176295606 9.2737970835846948 10.89230249869629 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0036437965669916233 0.0021327263205004705 -0.057411624809304576 0.087024458487060682 0.093706056659865533 -0.072401830616466212 0.040541926005584192 -0.0030492897044505241 leaf_weight=862.95457991527348 820.21129033839406 38.906996647816413 10.666326456149362 2.1402427075460073 21.315595788487599 149.16880337061025 385.5762002048175 leaf_count=18972 16890 4340 683 339 9445 5065 34444 internal_value=0 -0.00451002 -0.00243856 -0.047491 0.0036631 0.00807885 -0.00685102 internal_weight=0 914.668 873.621 41.0472 1376.27 969.38 406.892 internal_count=90178 24334 19655 4679 65844 21955 43889 is_linear=0 shrinkage=0.1 Tree=1146 num_leaves=6 num_cat=0 split_feature=8 8 2 9 0 split_gain=3.54577 3.13599 10.3747 3.94393 0.655248 threshold=14.926011390706412 14.720838954779337 8.0459400115095168 11.799389559044503 8.6537117469342366 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.029966728215563933 -0.013753192874093293 0.0026122191650130712 -0.075430199848362744 -0.023912600441607864 -0.079343102503240781 leaf_weight=16.220192074775696 2.619099395742337 1069.4364174980565 19.747365531913601 58.156437499781987 5.5570174841845557 leaf_count=103 11748 56915 5243 2370 13799 internal_value=0 0.000285674 -0.0283747 0.00122421 -0.0621209 internal_weight=0 1163.56 35.9676 1127.59 8.17612 internal_count=90178 64631 5346 59285 25547 is_linear=0 shrinkage=0.1 Tree=1147 num_leaves=6 num_cat=0 split_feature=2 3 7 9 1 split_gain=5.62492 5.53083 9.50474 9.1558 0.113629 threshold=11.129147021492949 7.7958309765764549 5.3058580838623133 9.1268042924570985 8.1066688691515143 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.031903383420783547 0.028488032623631948 -0.022861669492375846 0.0031271025370057815 -0.10075957470011519 -0.088886762857047788 leaf_weight=2.0288396915668434 106.19872652556319 169.6030278352365 802.60971996804494 4.8082382436091384 5.7536282913181651 leaf_count=172 6306 11336 67280 262 4822 internal_value=0 0.000997349 -0.00142548 0.0220401 -0.0793556 internal_weight=0 1083.22 972.213 111.007 7.78247 internal_count=90178 85184 78616 6568 4994 is_linear=0 shrinkage=0.1 Tree=1148 num_leaves=8 num_cat=0 split_feature=9 0 1 0 6 8 7 split_gain=5.88795 17.1459 14.8729 11.0798 9.00096 6.33972 0.829755 threshold=8.9671138492782418 9.7133624769090101 10.346685472451908 9.1222009477300254 9.0783648018257832 14.924155022598237 9.3811713796457799 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.026516758939086168 0.080487924034091066 -0.038626059125159595 -0.07175968536390441 -0.022721375184815817 0.0037877267883651821 0.0022909636112106186 -0.13120834133076253 leaf_weight=68.342629796621054 37.037316101132092 55.467968707845785 15.59848379095911 133.17205246146148 438.2562076215479 14.334992319076262 5.4830697270240298 leaf_count=43504 2278 4107 994 17866 20959 328 142 internal_value=0 0.0047232 -0.0145421 -0.00597404 -0.00104574 0.0591281 -0.0924634 internal_weight=0 545.096 222.596 201.515 493.724 51.3723 21.0816 internal_count=90178 27672 62506 61370 25066 2606 1136 is_linear=0 shrinkage=0.1 Tree=1149 num_leaves=8 num_cat=0 split_feature=7 3 6 7 2 4 4 split_gain=4.2096 7.31961 5.46624 10.9298 6.83225 3.07263 2.83163 threshold=12.09016309432562 11.951487375877063 12.453466041813241 8.5558091456917342 16.599619673656793 20.959836909431807 16.659374381528369 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0021461281809873889 0.058240580554229621 -0.053473338903380387 0.066430024722909153 -0.0040201256075215385 0.034918650159601758 0.025235288976089149 0.019131021169893209 leaf_weight=2852.0609373644284 28.540586495953903 15.674785779876403 34.830381146457512 56.866445402054524 49.61652863728159 6.357840158045291 54.046457935546641 leaf_count=82853 965 973 434 2595 1164 46 1148 internal_value=0 0.0195757 -0.00073738 0.0231678 -0.00150054 -0.0306513 0.0331816 internal_weight=0 104.62 2993.37 91.6968 2901.68 22.0326 82.587 internal_count=90178 3132 87046 3029 84017 1019 2113 is_linear=0 shrinkage=0.1 Tree=1150 num_leaves=8 num_cat=0 split_feature=6 2 0 8 10 9 8 split_gain=5.32883 13.751 16.4572 10.9777 16.7277 9.81366 8.57545 threshold=7.878707844948976 13.891624545666414 8.4276099545344678 14.930513278377072 10.443218446018795 9.9119946517911721 14.921809274144836 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0043864472512227587 -0.049816658977578407 -0.023761831261262099 -0.001153136396256753 0.016414546442514916 -0.060171310829020823 0.071647413076336 0.029772962135559567 leaf_weight=924.28292283151768 13.857274704275595 402.77242627344413 1589.5975296022145 703.15482632024214 28.756067347712815 16.294133987599707 162.9596782370063 leaf_count=18417 9261 7802 45504 5123 177 617 3277 internal_value=0 -0.00335783 -0.00573328 0.00415198 0.0133276 -0.00299458 0.0232904 internal_weight=0 2169.19 1992.37 1672.49 731.911 940.577 176.817 internal_count=90178 65844 53306 24334 5300 19034 12538 is_linear=0 shrinkage=0.1 Tree=1151 num_leaves=7 num_cat=0 split_feature=9 8 10 0 2 8 split_gain=6.67643 11.8911 10.4072 17.1495 10.9602 6.00105 threshold=5.8676095620559154 14.933388599539702 8.1294663553881694 8.1969396703944479 12.307356662095911 14.928054595819104 decision_type=2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.013310611239501946 0.13993627797839134 -0.11867016713888852 0.015903846388798135 -0.0021068124380850288 -0.019969762890075668 0.069158454447961926 leaf_weight=11.204948849350783 3.3582550664527835 3.6451047575101247 637.83578815088049 3065.1327839358319 313.97204920295508 36.035614079795778 leaf_count=475 276 59 7742 72385 9039 202 internal_value=0 0.0356097 -0.000492343 0.000998977 -0.0178432 0.0497272 internal_weight=0 50.8857 4020.3 3702.97 317.33 47.2406 internal_count=90178 736 89442 80127 9315 677 is_linear=0 shrinkage=0.1 Tree=1152 num_leaves=7 num_cat=0 split_feature=8 9 10 0 3 5 split_gain=4.1962 9.25596 6.89472 4.14172 2.7259 2.01696 threshold=14.285776060475134 7.2152974160047716 12.285978664902375 6.894722906152567 7.0970597227589947 8.9869286411848712 decision_type=2 2 2 2 2 2 left_child=3 5 -3 -1 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.074821735475419857 0.010577504494352984 0.0014606964059486029 -0.062456153337816837 -0.036147206360790163 0.038224916157105562 -0.087618766744271256 leaf_weight=3.0163867888768428 2.1813738824675992 375.72954240617679 16.668658027727474 4.6844979443121693 48.639667042516521 14.673876603920574 leaf_count=48 199 65168 3122 52 986 20603 internal_value=0 -0.00461399 -0.00140628 0.024267 0.0311462 -0.0750297 internal_weight=0 409.253 392.398 56.3406 53.3242 16.8553 internal_count=90178 89092 68290 1086 1038 20802 is_linear=0 shrinkage=0.1 Tree=1153 num_leaves=8 num_cat=0 split_feature=1 9 10 8 2 8 3 split_gain=4.30566 18.8769 11.9724 21.5338 14.2424 10.5444 8.74037 threshold=8.8806238192001974 7.4214213637538142 9.2635099810756518 14.828882741269299 14.013900857802197 14.626033213993869 7.9974480770359664 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.056136110494183315 -0.037995522465812198 0.033839032073173313 0.049552411770860894 -0.00974373462787817 0.028538670459809248 0.0034614013519032997 -0.032867760476437503 leaf_weight=29.391679554479197 35.308419312924684 20.602784459326244 68.491286270226851 515.22719440901119 289.49315538741075 1281.4988521009163 237.81260757583971 leaf_count=636 1323 1173 5566 42276 10458 21290 7456 internal_value=0 -0.00279248 0.00585387 -0.00271331 0.0212115 0.00208338 -0.0274395 internal_weight=0 1569.31 908.52 583.718 324.802 1310.89 258.415 internal_count=90178 30555 59623 47842 11781 21926 8629 is_linear=0 shrinkage=0.1 Tree=1154 num_leaves=8 num_cat=0 split_feature=3 5 2 0 2 10 9 split_gain=3.52727 11.3576 10.1806 7.54172 6.67728 7.40977 3.44716 threshold=9.0781409062988576 11.83806986817706 12.673578259141348 9.2850228322780879 13.421484039872562 9.1525279501670251 5.8676095620559154 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.014636886835458447 0.12155619767399001 0.030601617572858942 -0.028603884194932351 -0.0068367492372443705 0.00075904714547877714 0.018858872418009737 -0.041048975880999927 leaf_weight=13.619825878617233 3.6513781618030228 86.131880162527409 194.30411349375842 139.9565439787433 1538.4680416990398 264.18397451398437 50.494590266778118 leaf_count=265 833 2064 18254 17873 31520 16424 2945 internal_value=0 -0.0078071 -0.0252371 0.00749792 0.00228604 0.00342062 -0.0291765 internal_weight=0 424.044 197.955 226.088 1866.77 1802.65 64.1144 internal_count=90178 39024 19087 19937 51154 47944 3210 is_linear=0 shrinkage=0.1 Tree=1155 num_leaves=8 num_cat=0 split_feature=4 6 6 7 6 8 2 split_gain=3.50909 6.25129 5.38763 5.2618 6.9221 6.31407 4.44537 threshold=13.675511442095459 9.9399606852453637 9.7742409399307224 2.5025773517038084 4.3397287074235171 14.698988483276553 13.370736507846329 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.0065245186135791779 -0.09520758184000333 -0.016432159241115466 -0.089370224592839595 0.076146292453052544 -0.0054642605656200164 0.053048382009730437 0.069012601738340354 leaf_weight=219.33853098559098 2.2913440787019708 7.4489544822617964 5.020656295931075 9.5210882317915075 874.35214110506888 26.316897806679208 25.742248190506075 leaf_count=16833 240 254 302 132 70298 665 1454 internal_value=0 0.0100803 0.00399156 -0.00311583 -0.00450009 0.0383595 0.0499169 internal_weight=0 257.55 224.359 912.481 883.873 28.6082 33.1912 internal_count=90178 18843 17135 71335 70430 905 1708 is_linear=0 shrinkage=0.1 Tree=1156 num_leaves=8 num_cat=0 split_feature=3 9 2 2 3 5 3 split_gain=5.58532 10.4044 8.94765 7.66669 9.85649 9.03968 6.65333 threshold=9.9174808637034921 10.661459425438293 13.585296496002817 13.316620011614498 7.5962174749703495 11.824289399418282 10.344274622172561 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.037158645598039872 -0.014967498779933553 0.085996235418405523 -0.0088601934949663029 -0.0015619710754117223 -0.049177736523723627 0.019981719138256294 -0.071894973920838795 leaf_weight=16.605146235848025 47.514349528780158 12.870338067471264 34.582604568735263 600.71032258800994 53.918083248788633 287.12032824285438 36.092473913872155 leaf_count=808 5951 4676 2580 48789 3221 16441 7712 internal_value=0 -0.0190472 0.0181109 0.00288811 -0.028614 0.0054198 -0.040102 internal_weight=0 131.06 47.4529 958.354 70.5232 887.831 83.6068 internal_count=90178 20919 7256 69259 4029 65230 13663 is_linear=0 shrinkage=0.1 Tree=1157 num_leaves=8 num_cat=0 split_feature=8 7 5 9 5 4 4 split_gain=6.2111 11.4131 9.82447 9.54604 17.5992 6.32649 3.74615 threshold=14.918440503101598 5.4934018778143932 11.509053352145829 11.03395518930858 13.584967944400914 18.495626961458719 14.068405566610204 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.014342073557737312 0.0049815858066227046 -0.031816852001522816 0.012367333344516776 0.049328128921746733 -0.11434249389960126 -0.034588979626369837 -0.078143427254691977 leaf_weight=134.56681803532194 7.1145378777330306 55.172075548603061 485.26709102366522 30.431658156449885 19.324215807551013 11.759436512438695 20.334837404301993 leaf_count=48773 3574 14209 15073 2957 979 562 4051 internal_value=0 0.00457006 0.00780625 -0.0160294 -0.0275563 0.0256796 -0.0571807 internal_weight=0 567.889 540.439 196.082 153.891 42.1911 27.4494 internal_count=90178 36907 29282 53271 49752 3519 7625 is_linear=0 shrinkage=0.1 Tree=1158 num_leaves=8 num_cat=0 split_feature=2 8 3 3 8 8 3 split_gain=4.20529 10.6557 20.8789 11.2471 6.76555 12.5373 5.91543 threshold=14.128656476379684 14.910527555780067 8.3912310005437636 7.9506990956577619 14.913185407320695 14.892420099699093 9.0781409062988576 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.00077088788972841046 -0.077179462212659269 0.019382778529438482 -0.0059117051434814773 -0.0027635880338647066 0.0066915739679900502 0.049886854262388806 -0.016171860139945312 leaf_weight=107.269519310943 52.815201960780541 261.52620561711956 174.91089608526272 1811.8115447430864 446.84058186894981 88.66983946916298 150.42853920349444 leaf_count=5232 8124 2882 28829 28309 5905 4124 6773 internal_value=0 -0.00222181 -0.0227056 3.79027e-05 0.00621721 0.0222905 0.000915771 internal_weight=0 2301.06 227.726 2073.34 793.208 195.939 597.269 internal_count=90178 68144 36953 31191 22034 9356 12678 is_linear=0 shrinkage=0.1 Tree=1159 num_leaves=8 num_cat=0 split_feature=10 0 5 5 0 8 10 split_gain=5.28843 19.1344 19.1036 15.1717 11.5103 22.5987 10.4014 threshold=8.9748065130418535 9.1799631872983003 10.89230249869629 12.067862292794471 8.380550640788984 14.925483554398431 8.2124917739664038 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0079793384697086304 0.014684419922777098 0.018321098209895768 -0.020136866237663399 -0.0070359926124102003 0.052657356180918324 0.00551051892313076 -0.010886713747494446 leaf_weight=531.23539440285685 194.79286399022351 502.2443135660634 809.55261546560314 443.48852085743374 122.32498769636982 580.67214980395511 647.14215042378828 leaf_count=9328 2863 21323 13694 20323 10011 4397 8239 internal_value=0 -0.00376936 -0.0133754 0.00643536 0.00366029 0.0137774 -0.00238198 internal_weight=0 1950.08 1004.35 945.733 1881.37 702.997 1178.38 internal_count=90178 58203 16557 41646 31975 14408 17567 is_linear=0 shrinkage=0.1 Tree=1160 num_leaves=8 num_cat=0 split_feature=10 0 9 3 0 3 8 split_gain=6.42501 18.4829 16.2774 15.7594 18.8536 15.4416 11.4374 threshold=9.6874165039918321 9.1916289931288215 8.2974667190649729 8.0393310568851799 9.5614775614551792 9.0576619998113639 14.935545897668504 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.0031867167834905615 -0.06299361525020844 -0.041903188417010545 -0.0014536631037962713 0.026943378493923687 -0.0026555726210492781 -0.02213487890804483 0.022934425813143013 leaf_weight=2461.6082582075351 50.595956342727732 204.78728417693264 192.73440812892204 397.58666828850812 467.37632274735358 265.93591744277546 21.519413841655478 leaf_count=37351 809 4740 8238 6140 26920 5786 194 internal_value=0 -0.00222827 -0.0223445 0.00720805 0.0109652 0.00071065 -0.0373895 internal_weight=0 3125.07 397.522 937.078 864.963 2727.54 72.1154 internal_count=90178 56115 12978 34063 33060 43137 1003 is_linear=0 shrinkage=0.1 Tree=1161 num_leaves=8 num_cat=0 split_feature=2 8 7 8 5 4 0 split_gain=4.44283 5.56009 13.3319 5.08672 5.93989 3.17261 2.92599 threshold=14.39239497677625 14.887810450428484 5.9913071544112162 14.085846118895374 9.1919029601144544 9.1298591918333578 8.9986181689218174 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.01774278784849526 -0.0088692915199475326 -0.081785303061190515 0.0019389977617753327 0.038577855237644315 -0.041558504002667737 0.047361992150800669 0.024285795931615117 leaf_weight=13.29080732426519 32.786520883182675 20.418397587334937 169.40810201222752 9.8130373828771535 71.048460261248181 15.01865209306561 130.951226471665 leaf_count=175 1741 13646 36898 570 28490 254 8404 internal_value=0 0.00418426 -0.00744807 -0.0188068 -0.031481 0.0172339 0.0176333 internal_weight=0 353.564 189.826 109.171 80.8615 28.3095 163.738 internal_count=90178 60689 50544 29489 29060 429 10145 is_linear=0 shrinkage=0.1 Tree=1162 num_leaves=8 num_cat=0 split_feature=5 9 8 8 3 3 6 split_gain=4.40271 20.7794 16.9867 10.9261 13.8516 8.98898 8.34299 threshold=11.17956735095475 7.3509112748356662 14.905998535555076 14.90208336904397 8.3912310005437636 8.5386154289371969 8.0213340512632438 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.0045793572911047168 -0.017729219764463768 -0.05763375571832461 -0.085874916254335021 0.064354283751907784 0.007342874093424794 -0.016820982946310643 0.0053762884694244124 leaf_weight=1046.2725721411121 196.1647155069802 74.272634653376485 20.182006683492091 63.89641875920006 125.02377047482764 195.72965304186744 752.55956024886109 leaf_count=7421 3723 4444 10552 4627 24313 16645 18453 internal_value=0 -0.00349215 0.00278872 0.00496864 0.0268625 -0.0282191 0.000585198 internal_weight=0 1336.46 1066.45 1137.64 188.92 270.002 948.724 internal_count=90178 39062 17973 51116 28940 21089 22176 is_linear=0 shrinkage=0.1 Tree=1163 num_leaves=8 num_cat=0 split_feature=8 7 0 0 9 0 3 split_gain=3.75828 5.32005 5.98834 5.17782 4.92281 14.0779 8.04606 threshold=14.899408278746956 4.3447456515966687 8.8098479791752844 7.7612372986478588 7.189460225786636 8.3451491477880904 8.7873144074596041 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0012736749263565336 0.028158094988635071 0.0032111223322059297 -0.019004764529357732 -0.10310496487479071 0.019520846049846583 -0.044184403038167168 -0.00057828199079764471 leaf_weight=884.95216483258992 3.6890451976853447 315.45511974210223 195.932496993896 9.5927621790762014 358.27213381486399 72.804315683548339 446.82763201289845 leaf_count=6214 961 19433 27189 2104 10215 800 23262 internal_value=0 -0.00701317 -0.00532113 -0.0672276 0.00262025 -0.00222432 0.00837902 internal_weight=0 524.669 511.388 13.2818 1762.86 957.756 805.1 internal_count=90178 49687 46622 3065 40491 7014 33477 is_linear=0 shrinkage=0.1 Tree=1164 num_leaves=8 num_cat=0 split_feature=4 1 8 7 6 4 6 split_gain=3.38351 6.20339 4.63335 4.31997 5.64994 4.60382 2.92803 threshold=20.959836909431807 9.5765792372767073 14.89098124964333 12.579989281376774 9.7312057715141389 15.208968641092492 8.346656223500764 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0050830611024683184 0.012386176750262498 0.037321596323134913 -0.033746190153664923 0.10367255288796398 0.0049957741677392207 -0.0079706830800224029 0.16508300600653109 leaf_weight=475.25264748889344 2.0136597925702509 23.709253717854153 13.651805528482326 7.8787305303276325 17.06197303787394 623.56297034331578 3.3264518338019116 leaf_count=41149 87 201 310 195 1748 46381 107 internal_value=0 0.0269855 0.0111505 -0.0013751 0.0389625 -0.00232527 0.118539 internal_weight=0 42.7012 37.3611 1123.76 24.9407 1098.82 5.34011 internal_count=90178 705 511 89473 1943 87530 194 is_linear=0 shrinkage=0.1 Tree=1165 num_leaves=7 num_cat=0 split_feature=4 9 7 5 10 9 split_gain=5.37372 9.54743 7.62876 6.59223 5.56595 6.77965 threshold=16.153969215803212 7.8154999837526953 8.2951194959715782 13.852336824712092 13.968651880388778 10.034994439797606 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.0064582737624297101 -0.050945513775137632 -0.0049872092288384953 0.025895843572486546 0.053404752553196447 0.13836439545453336 -0.040292113775714053 leaf_weight=707.67026201365059 74.669103834072615 234.43343750884839 14.933293616607441 20.06404088495637 2.1166755936924337 31.449318819096675 leaf_count=54052 7121 19777 1176 3342 87 4623 internal_value=0 -0.0101177 -0.0379945 -0.000192706 0.00498571 0.00441731 internal_weight=0 344.1 89.6024 254.497 741.236 739.12 internal_count=90178 31416 8297 23119 58762 58675 is_linear=0 shrinkage=0.1 Tree=1166 num_leaves=8 num_cat=0 split_feature=0 7 9 10 10 1 1 split_gain=6.21987 25.3486 12.5714 27.9198 16.0404 7.65547 7.13962 threshold=11.883054026862572 11.472174393209933 9.8488039580207793 11.097692869833994 10.560108730547791 11.636866315451721 12.112998377477359 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.00083620773536040348 -0.11698134162991919 -0.081589298511061906 -0.045232780840003997 -0.10079533658489502 0.031166831206608139 0.049073043630978447 -0.038353636584370458 leaf_weight=407.81453867712139 20.64730518444685 4.2023940631479482 30.844471221242657 28.999399863018198 203.6221095032945 35.155798726067587 28.039993274615426 leaf_count=74013 539 128 2955 880 9498 1228 937 internal_value=0 -0.025788 0.00233735 -0.00768741 0.0209669 0.0334459 -0.0733813 internal_weight=0 88.0455 671.281 436.814 234.467 39.3582 48.6873 internal_count=90178 2832 87346 74893 12453 1356 1476 is_linear=0 shrinkage=0.1 Tree=1167 num_leaves=8 num_cat=0 split_feature=6 10 9 8 3 1 1 split_gain=3.87229 5.0973 7.0548 4.8095 10.2139 6.21786 1.8963 threshold=4.9317471713750249 12.083006365719474 8.8780289286483072 14.932333816366073 6.7046708222886204 13.080446341736616 12.704286473103929 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.012925456505698969 0.00029476769830525437 -0.10899960529860285 0.088325394519614783 0.034148096228541466 -0.019929891579590658 0.040385824500336724 -0.0084184993614626856 leaf_weight=54.293743617308792 2681.476446358306 2.5458170543424776 15.269031099742277 39.528355741873384 254.50809311685589 38.251817298427341 4.3691752927843481 leaf_count=664 79844 24 230 268 8170 931 47 internal_value=0 0.0221996 0.0304929 -0.000441944 -0.0125689 0.000873268 -0.0545412 internal_weight=0 76.4778 69.5628 3013.76 294.036 2719.73 6.91499 internal_count=90178 965 894 89213 8438 80775 71 is_linear=0 shrinkage=0.1 Tree=1168 num_leaves=8 num_cat=0 split_feature=8 3 0 5 2 8 2 split_gain=5.61486 12.2578 14.4923 10.0539 6.02376 6.5061 5.8575 threshold=14.934514569198791 7.0970597227589947 9.7844142238727638 12.173478403075636 15.79252230814965 14.940098676709502 13.468550727759018 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.063582743929447488 -0.034993906250317695 0.0013485897804888867 0.13795432994172799 -0.016004387852137588 -0.042823855646937352 0.044511416988360558 0.019554085204492075 leaf_weight=47.90662321232162 20.102316249394789 3019.9782509981164 2.917970402357013 374.36460490784657 34.909766456927173 10.298186936532145 313.00572881475091 leaf_count=941 170 65072 131 20848 328 255 2433 internal_value=0 -0.00130653 -0.0495733 -0.000569433 0.0115122 -0.0223965 0.0161674 internal_weight=0 3445.17 50.8246 3394.34 378.316 45.208 333.108 internal_count=90178 86992 1072 85920 3186 583 2603 is_linear=0 shrinkage=0.1 Tree=1169 num_leaves=8 num_cat=0 split_feature=4 6 8 6 0 3 2 split_gain=6.23817 13.9776 14.202 10.662 13.3073 8.06975 7.25336 threshold=12.900618599293665 7.3474541359532113 14.928467349856767 5.8449386424471648 7.844908726284209 8.0669197655191311 14.580508541231625 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.048372139739815287 -0.0073105256268865661 -0.047225388003735366 -0.0073230229475882112 0.022781081335914603 0.00019886240771725458 -0.083375746686830232 -0.013811681617228093 leaf_weight=63.615333774382236 31.224501497742494 92.992775823530792 156.40117234253557 283.26415997090589 3181.9844307279436 24.521068272495995 214.87620129830105 leaf_count=3327 530 2469 1304 4125 72719 687 5017 internal_value=0 -0.0103 0.00892662 0.00134736 0.00205087 -0.0416494 -0.0240246 internal_weight=0 527.885 220.017 3520.99 3465.25 55.7456 307.869 internal_count=90178 12117 4631 78061 76844 1217 7486 is_linear=0 shrinkage=0.1 Tree=1170 num_leaves=8 num_cat=0 split_feature=8 8 4 3 9 5 4 split_gain=4.35427 5.64972 9.81325 4.23301 3.55816 1.45814 0.835743 threshold=14.931946406735969 14.828882741269299 12.380491490210838 9.0781409062988576 5.9991806917619623 11.735523885049423 16.680944678146794 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.080801448426991329 -0.063182395871076921 -0.096847266002779486 -0.008426342737350068 0.074905274099999988 0.012202888387609447 0.0098729499309722045 0.0084634499665788374 leaf_weight=3.2238773438184571 2.9871773804411559 12.255021933925148 243.47440512797431 14.563358560071721 175.71596159470573 4.8597532489123401 2.3961840719831571 leaf_count=174 6004 5781 65929 1248 8367 1249 1426 internal_value=0 -0.0035086 -0.0130244 0.0387676 0.0100875 0.059914 -0.0349621 internal_weight=0 434.669 255.729 24.8065 178.94 19.4231 5.38336 internal_count=90178 80251 71710 9927 8541 2497 7430 is_linear=0 shrinkage=0.1 Tree=1171 num_leaves=5 num_cat=0 split_feature=8 1 10 10 split_gain=4.02186 4.21228 14.3429 8.65637 threshold=14.92908783461008 8.6564377354731352 8.7259237547170674 8.9240319260653909 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0013417320622500768 -0.076164884456599469 0.02153362529105805 -0.058070914098560279 0.00044628406327665792 leaf_weight=1257.0374868603374 5.852655874233732 246.12521349533063 45.208560626886538 917.26265147803974 leaf_count=15493 20577 5338 784 47986 internal_value=0 0.000551353 -0.00335418 0.00492216 internal_weight=0 2465.63 1302.25 1163.39 internal_count=90178 69601 16277 53324 is_linear=0 shrinkage=0.1 Tree=1172 num_leaves=8 num_cat=0 split_feature=6 8 0 9 1 1 2 split_gain=3.15137 7.11702 7.07647 13.4843 6.4019 4.95945 2.18384 threshold=8.2751972241690179 14.902767949361744 8.2594399441877027 7.1113656448364173 9.1663751058590304 7.6952505416976464 15.72885588723968 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.0082340149195746642 0.023922698515536189 -0.036445533100136637 -0.049458479671228198 0.0034930419870459295 -0.057541884804594837 -0.0058361905796590081 -0.12332665218818487 leaf_weight=358.15814907499589 212.85689302736751 35.286834217646515 50.197168981851291 791.88625664793847 9.1701349628846156 827.29643253956419 2.4569605114035076 leaf_count=2584 3489 17404 1407 51429 315 12613 937 internal_value=0 -0.00296162 0.00447679 0.000281646 0.0203151 -0.00158184 -0.0451383 internal_weight=0 1223.2 1064.11 842.083 222.027 1185.45 37.7438 internal_count=90178 33538 56640 52836 3804 15197 18341 is_linear=0 shrinkage=0.1 Tree=1173 num_leaves=7 num_cat=0 split_feature=8 0 5 3 2 3 split_gain=3.25367 3.23246 8.43576 6.23915 2.52374 0.789698 threshold=14.91888241682727 9.3933457523545609 11.31388278622936 9.7386691518030233 11.315548354583408 6.2423815403969032 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.0039886507504581781 0.03658361487695818 0.016090350911834427 -0.021384809438510535 -0.0046254094334983037 -0.012001018673215917 -0.079773455875649102 leaf_weight=368.92567770593678 2.2806912696970292 285.4479144274319 201.98657998655381 294.52927868459074 2.5818024521686302 8.5418233682397879 leaf_count=17214 1542 11638 11086 14043 226 34429 internal_value=0 0.000327096 -0.00501008 0.00558043 -0.0474962 -0.0663308 internal_weight=0 1150.89 570.912 579.977 13.4043 11.1236 internal_count=90178 53981 28300 25681 36197 34655 is_linear=0 shrinkage=0.1 Tree=1174 num_leaves=5 num_cat=0 split_feature=6 8 8 10 split_gain=5.29175 5.28912 5.50732 0.196795 threshold=15.120249453586034 14.891696904234349 14.889955778994116 11.328687918943436 decision_type=2 2 2 2 left_child=1 2 -1 -2 right_child=3 -3 -4 -5 leaf_value=-0.0026447629073907842 -0.04073936034967255 -0.078303883515093556 0.013959717522671384 -0.12025764903584878 leaf_weight=808.06134537559569 2.0148721821367408 7.3790481221217297 264.24968307575182 2.4054911403763981 leaf_count=16241 94 57620 15963 260 internal_value=0 0.000839207 0.00145627 -0.0982149 internal_weight=0 1079.69 1072.31 4.42036 internal_count=90178 89824 32204 354 is_linear=0 shrinkage=0.1 Tree=1175 num_leaves=8 num_cat=0 split_feature=0 9 9 10 5 10 8 split_gain=5.88686 23.5326 16.0451 18.7725 15.1978 7.61614 0.930437 threshold=10.536440514196281 9.5557149643146442 9.8488039580207793 11.097692869833994 13.002133465885111 11.908133443415979 14.925762802849045 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.0040311088005521821 -0.14132781292015187 -0.041562251694990948 0.065766869965480562 -0.096791421739951769 0.0099043678824777843 -0.070325374704890642 -0.077585353267546231 leaf_weight=376.05235244344351 9.8586409578206275 78.123193531748257 52.399258526437507 18.418625423102526 207.84250681992216 3.6500039790462315 9.7172917594612027 leaf_count=72761 508 4678 3761 677 7391 217 185 internal_value=0 -0.011699 0.00625724 -0.000909339 -0.00425168 0.055827 -0.114995 internal_weight=0 305.542 450.52 394.471 285.966 56.0493 19.5759 internal_count=90178 12762 77416 73438 12069 3978 693 is_linear=0 shrinkage=0.1 Tree=1176 num_leaves=8 num_cat=0 split_feature=9 0 8 0 9 0 8 split_gain=3.76227 20.5381 18.1576 14.4082 14.2413 12.4967 7.97822 threshold=7.3264562349269147 8.2594399441877027 14.928634530200252 8.5646247950358703 7.0845811148281763 8.1840232086397702 14.928467349856767 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -3 -2 -5 right_child=3 4 -4 6 -6 -7 -8 leaf_value=0.0035604501141836761 0.037269297193664584 0.050788853570777073 -0.037495712768283056 -0.0037099123041481989 0.0081668240101154324 -0.041154461275300758 0.010800158723369374 leaf_weight=511.56635411522802 22.806140093533031 132.62671663819128 135.40875077131204 1433.0324331962493 190.80332821266165 144.94947396028692 514.03162806561886 leaf_count=10444 442 2728 5933 50279 5061 3786 11505 internal_value=0 0.00521244 -0.00507701 -0.00230499 0.0257472 -0.0303352 0.000124374 internal_weight=0 970.405 646.975 2114.82 323.43 167.756 1947.06 internal_count=90178 24166 16377 66012 7789 4228 61784 is_linear=0 shrinkage=0.1 Tree=1177 num_leaves=8 num_cat=0 split_feature=4 6 0 8 2 6 5 split_gain=5.36894 7.92475 11.0382 10.9374 4.34435 6.04637 1.11861 threshold=17.7656572409436 7.878707844948976 9.5747919004263888 14.930513278377072 12.168866103756347 6.5955487313524896 12.210393308066189 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.003378837310981102 0.028478227759773642 -0.0092626590007502344 0.010360546461768535 0.013392207116620151 -0.038585414955437027 0.013998780385337948 0.14009104068966879 leaf_weight=888.1635593733663 2.1244742206882838 1546.0934452079068 350.9711137024251 690.27654684637673 22.536115869048444 315.21205440896722 2.2422430655371954 leaf_count=17938 260 32300 25386 5024 376 8007 887 internal_value=0 -0.00127433 -0.00562867 0.00395924 0.0118375 0.0103866 0.101214 internal_weight=0 3475.5 1897.06 1578.44 342.115 337.748 4.36672 internal_count=90178 80648 57686 22962 9530 8383 1147 is_linear=0 shrinkage=0.1 Tree=1178 num_leaves=8 num_cat=0 split_feature=2 0 5 1 0 10 10 split_gain=6.37999 26.5852 37.0485 18.0322 11.5601 16.4759 10.8764 threshold=13.912018552077223 10.122907638419596 12.269230563440352 8.5841561995167392 7.7372540698138659 8.4700903537452277 8.3083907934494743 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0027724767864827967 0.0090876050638620566 0.39441356802448646 0.025733595140137566 -0.042582707550995073 -0.019923325885620236 0.0021223815780932048 0.058236076931914162 leaf_weight=189.09653687764444 155.98553139071055 2.6671139251461673 11.242919351858516 162.22560358153851 379.873902825183 3082.6094994003452 62.577372634550557 leaf_count=3985 2687 1175 6771 5843 10245 58639 833 internal_value=0 -0.01273 0.118136 -0.018232 0.00110956 -0.000301338 0.0233606 internal_weight=0 365.232 13.91 351.322 3681.05 3462.48 218.563 internal_count=90178 17774 7946 9828 72404 68884 3520 is_linear=0 shrinkage=0.1 Tree=1179 num_leaves=8 num_cat=0 split_feature=5 9 7 10 8 6 6 split_gain=4.04624 8.22875 7.58419 8.1791 7.46958 5.99867 4.95556 threshold=11.107635011826856 9.7663550590762966 5.9913071544112162 10.691170158542858 14.898387588216272 7.0889519754575963 9.7097040591713952 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.0065572179114098536 0.075465247201932886 -0.031947597348487379 0.027933710192289064 -0.023206899137634789 -0.093422551756831257 -0.043320615176967933 0.02076741170996977 leaf_weight=86.835498932528139 3.6128258411058018 23.12152596257647 153.31939873092108 38.407697041343454 10.202313609530618 74.371406628110037 67.671618893444304 leaf_count=6526 2164 1653 19682 1897 8472 38899 10885 internal_value=0 -0.0133205 0.00612109 0.0176217 -0.0165498 -0.0369318 0.00714113 internal_weight=0 168.777 288.765 191.727 97.0378 77.9842 90.7931 internal_count=90178 53601 36577 21579 14998 41063 12538 is_linear=0 shrinkage=0.1 Tree=1180 num_leaves=8 num_cat=0 split_feature=2 7 3 3 4 8 4 split_gain=3.78529 6.54589 7.03664 4.36754 7.95336 3.55805 1.83963 threshold=15.474783942881347 11.013185513919682 9.350372350165296 8.4101463013867974 15.153816554688706 14.896876159177149 14.402226816832082 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.00012747294430277953 -0.010583308044575197 0.021913278153462029 0.018075240082709394 -0.030490901241547387 0.081701139578387705 -0.0039565983120902481 -0.06833527978385065 leaf_weight=1960.0722515798848 30.500924783897005 2.1301345063694752 244.84711946043308 103.18560612780493 12.343351276361316 98.800723741165768 15.756668250240976 leaf_count=50442 1060 367 15999 9632 611 7141 4926 internal_value=0 0.0016266 0.00212779 -0.0114502 0.0172607 -0.0175952 -0.0569964 internal_weight=0 2222.81 2204.92 244.831 42.8443 201.986 17.8868 internal_count=90178 71734 66441 18444 1671 16773 5293 is_linear=0 shrinkage=0.1 Tree=1181 num_leaves=8 num_cat=0 split_feature=3 5 8 5 9 10 1 split_gain=3.26801 10.3212 10.2976 9.0078 17.2753 8.73736 8.3717 threshold=8.0806472676422647 11.077043729701701 14.755543580320479 11.689683305498736 8.9004620830435499 8.5402206658866877 9.3171864001047133 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0086584881270810512 -0.0088497483846695889 0.045536683528025097 0.0021250803292736644 -0.092914010905475686 0.2352376177628572 0.0016742297797261532 -0.061292015116738423 leaf_weight=559.31399676975389 644.4060741751224 56.983770449885924 950.4868600328482 16.20096605602339 2.387323011518105 22.512361716277269 30.998677168557492 leaf_count=10212 16245 1349 48661 357 257 1988 11109 internal_value=0 -0.00178788 0.00462321 0.00679972 0.0100378 -0.0392525 -0.0113437 internal_weight=0 1682.88 1007.47 600.415 561.701 38.7133 675.405 internal_count=90178 77364 50010 12814 10469 2345 27354 is_linear=0 shrinkage=0.1 Tree=1182 num_leaves=8 num_cat=0 split_feature=8 3 0 2 8 3 1 split_gain=3.12634 20.5172 29.3774 10.0477 9.67855 11.1038 7.25649 threshold=14.894551491458904 9.4161718851066158 8.8887691559426596 13.8220490143545 14.890138170183148 9.4508713931084092 8.3937802762880338 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.020885896130461282 -0.02587411155851891 -0.098956327997315088 0.035857632577566134 -0.026695706906154783 -0.0094012251988869026 0.010533553552038501 0.027830025703433292 leaf_weight=225.14411308425201 143.15777598672611 22.903698305399516 164.76057382878889 106.31077420817481 69.376185151013487 222.89649031495992 207.16695900432387 leaf_count=10390 27255 7849 11267 9706 2230 9866 11615 internal_value=0 -0.00688451 0.00716638 -0.0401657 0.00381331 -0.00526633 0.0184896 internal_weight=0 437.133 307.918 129.214 724.584 448.041 276.543 internal_count=90178 56077 38522 17555 34101 20256 13845 is_linear=0 shrinkage=0.1 Tree=1183 num_leaves=8 num_cat=0 split_feature=5 1 10 10 0 2 0 split_gain=5.23166 7.63444 6.17917 8.81712 7.89719 3.16669 2.42991 threshold=9.9384965954451534 7.9129872446412799 7.3971582990704734 8.6796340009857555 8.131118470552396 12.781319915869604 7.9340086892421535 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.064511606619999509 0.0018513314860865793 -0.0089040045766901228 0.017936685609674492 -0.0026770865828201853 -0.10358270339790042 0.020233585394390869 -0.084119674953293463 leaf_weight=4.3314036603140833 16.449442307518442 5.7337713634995877 292.69092869224914 706.31991339107299 11.458722468305494 24.650162965661366 19.811013816593274 leaf_count=317 1135 399 17918 65114 319 1698 3278 internal_value=0 -0.0294548 0.00205861 0.00337425 -0.0435242 0.00583883 -0.0682082 internal_weight=0 54.5264 1026.92 999.011 27.9082 28.9816 25.5448 internal_count=90178 5692 84486 83032 1454 2015 3677 is_linear=0 shrinkage=0.1 Tree=1184 num_leaves=8 num_cat=0 split_feature=0 6 7 9 7 8 9 split_gain=5.72257 16.9643 12.6806 11.829 9.05662 6.17895 3.84347 threshold=12.600483769282265 12.797909639970344 13.756190998553555 10.897746077553387 10.306441592132247 14.898934405764823 11.673435897653535 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.0021715602782211327 0.031400720055238342 -0.099011646535685616 -0.10436011484093966 0.034731080868166252 0.050500210680752389 -0.14116811191160777 0.0090903769320140795 leaf_weight=599.36504627195666 2.0571200593822132 4.2234820603989673 13.560882995575414 100.56657708181592 17.340167045644193 12.957054957019862 3.5655405082361531 leaf_count=83483 197 93 379 5094 523 249 160 internal_value=0 -0.0389937 0.00103852 0.00317262 0.0181264 -0.11704 -0.0815424 internal_weight=0 36.5778 717.058 699.932 21.5636 15.0142 17.1264 internal_count=90178 1062 89116 88577 616 446 539 is_linear=0 shrinkage=0.1 Tree=1185 num_leaves=8 num_cat=0 split_feature=7 3 9 0 0 1 4 split_gain=3.95837 6.27874 4.18849 17.0531 11.7258 3.35433 1.81976 threshold=12.09016309432562 12.451253279435303 7.3264562349269147 8.2594399441877027 8.4972880172999901 10.968011910722707 20.390660556885141 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0046605150447156119 0.047592662450745928 -0.068889669700520142 -0.033377586625278802 0.023553957696640874 -0.001311041865828973 0.0087424055586363056 0.0023522356410555657 leaf_weight=639.70026178710395 45.750606335081102 8.1710180222580657 120.34354609868751 320.88760873277533 1895.2676031626524 43.40673291132407 5.7816571760922661 leaf_count=16351 1033 454 2957 7768 59970 1604 41 internal_value=0 0.0191852 -0.000651789 0.00477932 -0.0032412 0.028985 -0.0411857 internal_weight=0 103.11 2976.2 960.588 2015.61 89.1573 13.9527 internal_count=90178 3132 87046 24119 62927 2637 495 is_linear=0 shrinkage=0.1 Tree=1186 num_leaves=8 num_cat=0 split_feature=6 3 8 3 7 8 4 split_gain=5.24207 10.7418 11.8133 10.7212 9.36601 8.13154 2.18033 threshold=9.3173683923343713 7.2820048901685555 14.934267983690573 7.2820048901685555 5.0900860751100536 14.935545897668504 13.10124960655701 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.044461251083186541 0.00094765174283689343 0.00097616171207444077 0.025087316759555101 0.036417650063629091 -0.01475356963589705 0.0086575485460133415 0.076860685628389269 leaf_weight=85.232859481006471 4.8970746421797484 2869.1614159084447 217.70272132160608 37.389509115246256 533.66870122711464 42.854924502782524 16.022435988046027 leaf_count=1538 94 54120 1645 1358 30891 307 225 internal_value=0 0.00150315 0.00268419 -0.00872929 -0.0113454 -0.0267597 0.0599441 internal_weight=0 3214.95 3086.86 591.978 571.058 128.088 20.9195 internal_count=90178 57610 55765 32568 32249 1845 319 is_linear=0 shrinkage=0.1 Tree=1187 num_leaves=8 num_cat=0 split_feature=10 1 1 2 2 3 3 split_gain=6.00927 30.1674 17.078 14.7445 11.8219 7.53864 5.6276 threshold=10.465396726758941 10.326383371568493 10.461706773639341 13.891624545666414 13.468550727759018 6.7046708222886204 8.4540409920174273 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.030905984373067925 -0.0080733030942908793 0.078369706387040119 0.08197826581593827 -0.0070521198704165157 0.00083280678862635666 -0.091525425600317442 0.076868477897443346 leaf_weight=120.31061428023577 9.1166579617919279 2.0395967819019907 19.539528366155309 196.1915224794601 3599.7401767414872 42.402908297471868 46.530459303049611 leaf_count=5220 121 17 7307 8486 65292 2626 1109 internal_value=0 -0.00119102 0.0141902 0.00135272 -0.000201691 -0.0821754 0.0630556 internal_weight=0 3764.49 271.378 215.731 3720.05 44.4425 55.6471 internal_count=90178 73155 17023 15793 70512 2643 1230 is_linear=0 shrinkage=0.1 Tree=1188 num_leaves=8 num_cat=0 split_feature=3 5 3 6 5 0 6 split_gain=3.91616 9.88007 6.16943 6.04123 5.4516 6.81729 6.59734 threshold=9.0077009019155181 9.6383445967260339 7.0970597227589947 10.544663899713303 11.016320701485677 10.703043246294223 11.422079377285781 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.054459195558686758 0.021811035800404815 -0.045623762702285443 0.047444502949707527 0.037289747255902707 -0.026744066446733342 0.014320718790569807 -0.052582030745420498 leaf_weight=6.5691605268175399 163.73615174299582 71.978957255414684 28.185264560246651 9.2302769506743498 91.577212168949444 70.911967993187773 11.907522982214685 leaf_count=277 11407 45695 1495 1202 20506 9020 576 internal_value=0 -0.0168909 0.0271986 -0.0358608 0.00432958 -0.00884499 0.0164985 internal_weight=0 115.964 34.7544 81.2092 338.133 162.489 175.644 internal_count=90178 48669 1772 46897 41509 29526 11983 is_linear=0 shrinkage=0.1 Tree=1189 num_leaves=8 num_cat=0 split_feature=6 9 1 3 3 5 1 split_gain=3.74851 12.3673 8.97192 7.09518 6.97933 6.19025 3.54275 threshold=8.0213340512632438 6.6900083761563112 7.7619200682033762 7.8969673905893378 7.2820048901685555 10.367456900581763 8.9596896651093196 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0030095511778727825 0.018191178463345972 -0.050214190830342266 -0.0087627650005181867 0.023909958477739281 -0.028926333917704012 0.0043608872978033557 0.11170721267065542 leaf_weight=201.44082740912472 8.382680173573819 56.067759545267791 625.49357236293008 189.14276710752938 57.34499226540288 1318.6036104050884 7.7877267692529122 leaf_count=3073 312 1222 19998 3227 5964 56033 349 internal_value=0 -0.00411722 -0.0122413 0.0100542 0.00374646 0.00295359 0.0671117 internal_weight=0 1072.14 681.561 390.584 1392.12 1375.95 16.1704 internal_count=90178 27520 21220 6300 62658 61997 661 is_linear=0 shrinkage=0.1 Tree=1190 num_leaves=5 num_cat=0 split_feature=8 10 0 5 split_gain=3.09191 3.19553 13.8551 8.31384 threshold=14.913676627498663 8.2124917739664038 7.9497622480470875 11.878734914652258 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.0023524521461347602 -0.073236095396854259 0.038935609480248899 0.00083228884287472296 -0.059036059682672518 leaf_weight=840.32267435347558 4.6736799518534999 101.94520491450385 1307.8580235771988 25.702015689341351 leaf_count=6355 42942 848 39818 215 internal_value=0 0.000677271 0.00361325 -0.00410087 internal_weight=0 2275.83 1409.8 866.025 internal_count=90178 47236 40666 6570 is_linear=0 shrinkage=0.1 Tree=1191 num_leaves=8 num_cat=0 split_feature=2 0 8 6 6 8 10 split_gain=3.1009 5.45576 5.13513 3.88076 6.96212 4.08443 3.72656 threshold=15.571633406061215 10.37291720094302 14.88524577860194 15.120249453586034 11.792566147284171 14.877113625005363 11.183393178897912 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0024868211000725515 -0.04756535807643756 -0.040341340704610915 0.027868350526791492 0.097222073382413982 -0.034660630132780944 -0.0013986065487396021 0.053390409390402099 leaf_weight=991.09927142775746 46.284405757657083 15.132060828580505 34.036797455275376 7.5945532307960084 52.156057577153206 8.1574068853190038 3.1461222956395423 leaf_count=68616 11371 1459 2578 66 5701 191 196 internal_value=0 -0.0170895 0.00649066 0.00136558 0.000598274 0.049115 -0.0402085 internal_weight=0 98.5994 49.1689 1059.01 1043.26 15.752 49.4305 internal_count=90178 15604 4037 74574 74317 257 11567 is_linear=0 shrinkage=0.1 Tree=1192 num_leaves=6 num_cat=0 split_feature=8 8 8 8 5 split_gain=5.04686 8.47342 20.024 9.73192 0.11032 threshold=14.085846118895374 14.601153418519075 14.67823852713458 14.572237689267261 10.590595189609489 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.027289306837715799 -0.015661832525295363 -0.09827792040241741 0.00018297098753615663 0.045832713697199677 -0.077940910345191877 leaf_weight=2.0175582333777111 37.099045244161857 20.122147823281921 933.51890397107184 80.061812897445634 6.9334047702650423 leaf_count=498 1775 1065 85542 1065 233 internal_value=0 0.00113242 -0.00199536 0.0263927 -0.0704137 internal_weight=0 1070.8 953.641 117.161 8.95096 internal_count=90178 89447 86607 2840 731 is_linear=0 shrinkage=0.1 Tree=1193 num_leaves=6 num_cat=0 split_feature=4 2 1 3 5 split_gain=5.68164 5.8534 7.60993 3.78098 2.16956 threshold=22.005150708497776 16.295659549151889 13.36497818431652 9.3360728796343491 14.784570124804917 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0012270548712054799 -0.10483889088458719 0.119155790740181 -0.071350846943033744 0.021279711236279027 -0.0074343054756045067 leaf_weight=657.97913333972429 6.1999461531958087 3.2868447477349028 14.849628759341497 65.02318802964794 3.58868559676921 leaf_count=86107 311 710 580 2429 41 internal_value=0 -3.19768e-05 -0.00287831 0.0276404 -0.0731277 internal_weight=0 741.139 672.829 68.31 9.78863 internal_count=90178 89826 86687 3139 352 is_linear=0 shrinkage=0.1 Tree=1194 num_leaves=8 num_cat=0 split_feature=6 0 2 4 7 6 8 split_gain=4.06949 5.66412 8.66632 4.48435 14.6696 12.4824 2.72143 threshold=13.564787983629468 11.230750056178536 15.571633406061215 14.354161080620777 7.0122783453851154 8.0980179417602738 14.85291165514945 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.001880042557100098 0.11199845972142071 -0.073063589396047901 -0.037056906518142134 0.008386969230483687 0.026506456180075563 -0.0085762241117160777 0.012890420682241818 leaf_weight=758.78770875860209 12.830539055896226 3.0285002313321447 4.8629804926749776 630.52648665965535 238.46939134905915 1384.8415023222933 42.620858243055409 leaf_count=19741 351 36 62 15048 7460 46159 1321 internal_value=0 0.024862 0.0712405 -0.000554031 0.00492764 -0.0032676 0.00574401 internal_weight=0 63.3429 17.6935 3012.63 997.257 2015.37 45.6494 internal_count=90178 1770 413 88408 27201 61207 1357 is_linear=0 shrinkage=0.1 Tree=1195 num_leaves=8 num_cat=0 split_feature=10 3 8 5 3 8 9 split_gain=5.39181 6.9691 10.4175 9.4376 3.07425 5.13218 2.7818 threshold=7.0247843423256073 8.3253830611801884 14.930513278377072 11.364831151402891 7.0970597227589947 14.930133035486136 6.7071234209401807 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.058243486022454709 -0.016301424383593024 0.008638834939804451 0.0017637365604592299 -0.0037167542298770688 0.067064137594492493 0.047786587106487331 -0.024806887520023031 leaf_weight=7.2395398307126042 584.66469753565116 1267.362983746724 701.24774264357984 1205.2095962471647 23.227123040425798 9.2365221465006453 3.2890920141689994 leaf_count=257 14580 30454 5120 38934 512 108 213 internal_value=0 -0.000487991 -0.00645622 0.00261726 0.0347252 0.000530379 0.055181 internal_weight=0 3758.49 1285.91 2472.57 42.9923 16.4761 26.5162 internal_count=90178 89088 19700 69388 1090 365 725 is_linear=0 shrinkage=0.1 Tree=1196 num_leaves=8 num_cat=0 split_feature=8 5 9 4 3 9 0 split_gain=6.10052 6.99239 6.81994 6.29426 6.6611 6.53572 1.7058 threshold=14.907335691510722 13.392789936838307 5.8676095620559154 7.7417514024564502 6.9371990863841182 8.856342864875355 10.439569706504958 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.080525709391256375 -0.061752317724855288 0.10381854011263017 -0.073644364763105083 -0.037021984557918226 0.0010329061981765595 0.09528817023804316 0.001810483379074892 leaf_weight=2.3631264786455999 25.07444063782896 2.4314847447494676 27.981861738366945 45.542389027163154 3922.5420363724779 2.0570083279744713 3.2080729559556858 leaf_count=292 386 470 42813 620 44724 52 821 internal_value=0 -0.0405483 -0.0594523 0.000252914 0.000586926 -0.0468821 0.0548034 internal_weight=0 35.9845 30.345 3995.22 3968.08 27.1314 5.63956 internal_count=90178 44396 43105 45782 45344 438 1291 is_linear=0 shrinkage=0.1 Tree=1197 num_leaves=8 num_cat=0 split_feature=2 5 0 0 8 5 4 split_gain=3.86023 5.31583 15.1117 11.4861 4.33641 4.78951 2.64129 threshold=14.39239497677625 10.259444080357182 9.3933457523545609 10.157963546252516 14.085846118895374 9.1919029601144544 9.1298591918333578 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.01623809056386458 0.043325905762203513 -0.056171629528635053 0.0078926019855430542 -0.066492578038728142 0.034190833361913052 -0.038797157006429571 0.043906506368555365 leaf_weight=12.977817904596977 64.222436890469055 42.921582975823867 226.76978643666246 10.237819744637816 9.5356203415858527 68.738374739329743 14.591013061646661 leaf_count=175 6032 31826 22206 625 570 28490 254 internal_value=0 0.00408267 -0.00247311 0.0275455 -0.0176695 -0.0295864 0.0160165 internal_weight=0 344.152 269.691 74.4603 105.843 78.274 27.5688 internal_count=90178 60689 54032 6657 29489 29060 429 is_linear=0 shrinkage=0.1 Tree=1198 num_leaves=5 num_cat=0 split_feature=8 7 1 9 split_gain=3.75484 3.59014 6.99646 4.83483 threshold=14.92908783461008 5.5385308218452254 7.2142317139668188 6.0888791253667218 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.023905445294582606 -0.075474544823758705 -0.042916985330254009 0.003662043929083981 -0.0084884002471898572 leaf_weight=49.084329782145232 5.5074035972265838 31.840304660793208 1797.1497583760427 579.66608894742717 leaf_count=749 20577 449 56523 11880 internal_value=0 0.000587235 0.00282816 -0.00592558 internal_weight=0 2457.74 1828.99 628.75 internal_count=90178 69601 56972 12629 is_linear=0 shrinkage=0.1 Tree=1199 num_leaves=8 num_cat=0 split_feature=5 3 1 8 1 2 4 split_gain=3.10386 10.9198 10.8894 6.93945 6.46333 5.86173 2.8139 threshold=11.748821011074428 8.7785296463034985 7.9407601925357643 14.88524577860194 9.6142995634764095 13.975184079304151 14.278625022108868 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -3 -4 -1 -2 right_child=2 3 4 -5 -6 -7 -8 leaf_value=-0.015832233312891828 -0.096751882363258712 0.0098005637064447256 0.019653937127980352 -0.02301269560114123 -0.0046966524580786886 0.0048669869803835766 -0.021112002196877658 leaf_weight=152.66271904009 10.371709150627852 80.58725732173383 293.35565906572265 311.47795890409958 172.58647172872787 1247.7346235200023 9.9191326770564938 leaf_count=5874 129 9090 11044 16956 20958 25957 170 internal_value=0 -0.00153146 0.00746914 -0.0162603 0.0106437 0.0026008 -0.0625038 internal_weight=0 1792.46 486.233 392.065 465.942 1400.4 20.2908 internal_count=90178 57877 32301 26046 32002 31831 299 is_linear=0 shrinkage=0.1 Tree=1200 num_leaves=8 num_cat=0 split_feature=4 1 2 1 0 9 2 split_gain=3.04121 5.4018 4.08544 3.92882 3.86371 3.48727 2.68536 threshold=20.959836909431807 9.5765792372767073 15.571633406061215 9.9612724346950223 10.089049489800589 10.556835874980177 14.067724787576395 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.0040554509727071097 0.017265719148646472 -0.052039916245643504 -0.033354864668931616 0.0087895235742700539 0.026574738385390886 0.010587261765097509 0.16107100302665578 leaf_weight=649.55726133954113 2.3112073527554449 6.8656023731728046 65.472371435427931 374.60409539769239 29.919642592321907 24.245949411711763 3.0216111065301448 leaf_count=55337 72 149 14079 18713 362 1344 122 internal_value=0 0.0259124 -0.00115422 0.000646804 0.0109132 -0.0214939 0.111315 internal_weight=0 42.1181 1113.88 1024.16 36.7852 89.7183 5.33282 internal_count=90178 705 89473 74050 511 15423 194 is_linear=0 shrinkage=0.1 Tree=1201 num_leaves=8 num_cat=0 split_feature=4 2 7 8 2 8 8 split_gain=4.86061 5.92028 9.58976 7.80703 5.18335 5.6242 4.31457 threshold=18.290813434812268 14.067724787576395 5.2506956988527866 14.601153418519075 13.546825074132277 14.889251060631423 14.890157152163896 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.026820080893745109 -0.032558109537725172 -0.017346707361829434 0.011559841941437462 -0.021240552098413721 -0.021291029776076619 0.087414464081262508 -0.08434247667319017 leaf_weight=40.749225260722824 6.7464265607195397 139.02166639873417 636.78998148896255 178.2852928589233 53.749688544347009 7.1413260446694551 13.001928940228124 leaf_count=1017 359 9660 55907 17594 1070 1035 3536 internal_value=0 0.00226484 0.00636427 -0.0122181 -0.023116 0.0308617 -0.0346358 internal_weight=0 994.846 775.812 219.035 80.6394 13.8878 66.7516 internal_count=90178 84178 65567 18611 6000 1394 4606 is_linear=0 shrinkage=0.1 Tree=1202 num_leaves=8 num_cat=0 split_feature=8 9 0 6 8 4 5 split_gain=5.91143 13.4038 9.3205 20.5371 12.206 7.60206 2.47184 threshold=14.913185407320695 10.003275549726249 11.620306599701424 11.876811718014809 14.932528711914747 15.769334760282829 12.851891156868666 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.05230260312843641 0.010668255877233393 -0.074473793276002967 -0.089851297504462413 0.0087803222622227957 -0.04677887577862086 0.027619937280194053 -0.11539801015375833 leaf_weight=27.319714884136545 539.01989469733462 7.919609305883113 32.534491835125664 56.56148336813385 38.721331170871167 39.250464347670231 9.0763603092192948 leaf_count=39103 33590 1768 516 1635 7556 4162 1848 internal_value=0 -0.0259743 0.00208919 -0.0278338 0.00674386 0.00928872 -0.0707023 internal_weight=0 83.5661 666.837 89.096 577.741 47.1701 36.3961 internal_count=90178 46881 43297 2151 41146 5930 40951 is_linear=0 shrinkage=0.1 Tree=1203 num_leaves=8 num_cat=0 split_feature=1 10 6 6 10 3 1 split_gain=3.68073 34.3967 18.1751 13.0182 12.5349 8.60647 5.08624 threshold=9.5645289732237178 9.5796492287081207 8.2597240948850459 10.240161521051871 9.3424834935093006 7.2820048901685555 10.044293479915721 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.00095712668306187929 0.091544001307879985 0.025404528163937214 -0.0061716497948654629 -0.050367925882314382 -0.02292196455383963 0.040917025970115588 -0.038536448730352044 leaf_weight=1527.9691204306791 48.080945217887347 231.2698513796895 846.12096073287921 10.721949320235579 312.07105972786758 94.832776445780837 2.6713159632599845 leaf_count=43410 1475 4503 30177 86 8233 2256 38 internal_value=0 0.00444953 0.000623681 -0.00272724 -0.00469279 0.0312589 0.084085 internal_weight=0 1128.14 1077.39 1945.59 1840.04 105.555 50.7523 internal_count=90178 36193 34680 53985 51643 2342 1513 is_linear=0 shrinkage=0.1 Tree=1204 num_leaves=6 num_cat=0 split_feature=8 3 4 5 3 split_gain=5.06677 5.91513 8.67283 7.48034 0.145475 threshold=14.898934405764823 12.055624246370735 17.070770753165331 12.885212458673779 8.3346556943756998 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.026268831317099096 0.00098713381977474229 0.14561357540247397 -0.0013852277059694469 -0.0185146471329132 -0.07859000584095123 leaf_weight=2.0139986032460211 3566.3863131835292 5.8830337689457783 9.5828700406880198 207.1627903186195 7.0840670921137416 leaf_count=8264 39984 823 985 8605 31517 internal_value=0 0.000172831 0.0599787 -8.81093e-05 -0.0707562 internal_weight=0 3789.02 15.4659 3773.55 9.09807 internal_count=90178 50397 1808 48589 39781 is_linear=0 shrinkage=0.1 Tree=1205 num_leaves=8 num_cat=0 split_feature=9 6 2 2 8 8 0 split_gain=5.68951 10.0403 11.1426 8.92768 8.10102 4.69959 2.49758 threshold=5.9991806917619623 6.0708020247992822 13.258010044317734 13.052656313211147 14.933388599539702 14.928789002129244 7.1203607740439248 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0021143689794152968 0.055823855937420667 -0.042074667328309653 0.00088370756496119617 -0.040619975409794229 -0.13963603455377196 0.0543739999055644 -0.002729672287451326 leaf_weight=27.377490106959158 9.799001236579441 60.35826660713974 3785.6874324517366 94.436109710862183 2.5941938050091258 45.708966825157404 2.1821571076288819 leaf_count=747 588 10024 76412 2063 52 266 26 internal_value=0 -0.000635003 0.000198775 -0.0311091 0.0264914 0.0350908 -0.0883889 internal_weight=0 3950.28 3846.05 104.235 77.8628 73.0865 4.77635 internal_count=90178 89087 86436 2651 1091 1013 78 is_linear=0 shrinkage=0.1 Tree=1206 num_leaves=7 num_cat=0 split_feature=5 7 3 2 3 5 split_gain=3.98221 6.27651 4.95036 3.26765 3.85997 1.7354 threshold=12.562049446400332 13.329534587027906 12.055624246370735 16.395457153942075 11.624448319718455 13.07949930122852 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.0042976823217065118 -0.074877300770312613 -0.10369517280576222 -0.077984737725625281 0.08362976931523472 0.041244785133091016 -0.021135209839446917 leaf_weight=411.61494979362158 16.632483243115026 4.6035786327413453 6.4449182098724114 2.0038426644382517 2.751953637358894 2.6775617609093842 leaf_count=73788 11967 274 145 186 3304 514 internal_value=0 0.00144368 0.00284613 -0.0395774 -0.0571772 0.0305355 internal_weight=0 422.663 418.06 24.0658 19.3844 4.6814 internal_count=90178 74207 73933 15971 15271 700 is_linear=0 shrinkage=0.1 Tree=1207 num_leaves=8 num_cat=0 split_feature=7 6 4 7 3 9 2 split_gain=3.70701 8.56312 6.53674 5.80267 5.72336 4.50795 3.35233 threshold=8.2951194959715782 7.4136118912394009 17.64430489614902 6.0492701302706271 8.934597323333529 8.1895122966581493 14.722486114917052 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0056601034220052429 -0.099902359357734061 0.0042863497131045789 0.0032524464887385553 0.0051376647236096515 0.043167117134023096 -0.022288632452393351 -0.017677870021461678 leaf_weight=888.81100488471679 12.904671364863136 178.39018849735658 75.100739311935797 1128.3830639956554 68.178153503377587 98.181261212636855 8.4958496303793236 leaf_count=24765 596 3568 2032 34432 2501 21968 316 internal_value=0 -0.0100299 0.00185045 0.000379532 0.0224131 -0.00519393 -0.0695062 internal_weight=0 297.972 2160.47 2017.19 143.279 276.571 21.4005 internal_count=90178 26448 63730 59197 4533 25536 912 is_linear=0 shrinkage=0.1 Tree=1208 num_leaves=8 num_cat=0 split_feature=6 3 8 8 6 2 6 split_gain=3.34741 6.91661 9.13115 6.0029 5.04262 6.42113 4.98864 threshold=7.878707844948976 8.5301361689462389 14.626033213993869 14.892420099699093 8.0213340512632438 14.783635242044697 8.2751972241690179 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.014869684760723027 0.04914958230508603 0.036469938843311601 -0.027073561810352389 0.0062332187323674588 -0.012928771227360372 0.0012831171670172319 0.0043943240457452546 leaf_weight=182.83015769164621 51.883870015189359 24.700869718870308 194.19837482042192 504.36490959701854 196.14289440297694 59.737600354537335 1059.8253007400813 leaf_count=3170 1572 839 9132 11193 6018 1614 56640 internal_value=0 -0.00433346 -0.01977 0.000605284 0.00349992 0.0237713 0.00168087 internal_weight=0 906.094 218.899 687.195 1367.59 111.621 1255.97 internal_count=90178 24334 9971 14363 65844 3186 62658 is_linear=0 shrinkage=0.1 Tree=1209 num_leaves=5 num_cat=0 split_feature=8 3 8 8 split_gain=3.01649 2.96583 12.1833 6.74364 threshold=14.927853812706594 7.2820048901685555 14.886609811404641 14.909654479947964 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.052338688380325009 -0.073763316383213484 0.00047035427911543441 0.056144621513483789 -0.040978686608775454 leaf_weight=13.841117538757088 4.5704533970565526 1059.2503006584411 33.765437042486155 39.762119426801519 leaf_count=420 23062 44217 842 21637 internal_value=0 2.99997e-06 0.0241763 -0.00106516 internal_weight=0 1146.62 47.6066 1099.01 internal_count=90178 67116 1262 65854 is_linear=0 shrinkage=0.1 Tree=1210 num_leaves=5 num_cat=0 split_feature=8 8 8 1 split_gain=4.78323 5.45221 9.53297 7.44028 threshold=14.891696904234349 14.890401190624855 14.890537442286059 7.1050213556819095 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.059139739866357621 -0.077546675841518045 0.046248717358387745 -0.0024794606211438475 -0.00067633176698813995 leaf_weight=21.321213675764739 6.8221533593844006 67.313217266113497 97.147502247164084 879.65535866584469 leaf_count=512 57852 7810 2840 21164 internal_value=0 0.000938039 0.0176238 -0.00212388 internal_weight=0 1065.44 164.461 900.977 internal_count=90178 32326 10650 21676 is_linear=0 shrinkage=0.1 Tree=1211 num_leaves=7 num_cat=0 split_feature=3 0 10 8 1 2 split_gain=5.58584 6.64551 14.1762 11.2784 4.68439 1.24103 threshold=8.4540409920174273 9.7267231944542853 9.423934991684586 14.931175039351993 11.253084051285983 12.439272095951539 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0046805678107187509 0.020777897415907586 -0.1090231827425038 -0.0030674030798824932 -0.08008455997255802 0.060156483601023297 -0.076809584303827505 leaf_weight=2.9198873743598943 200.49290065725404 11.955881901791484 501.50850310904582 10.75745228395658 2.5992768182442196 16.433174103258665 leaf_count=689 31214 1571 26070 5729 203 24702 internal_value=0 0.00040115 -0.00574168 0.0152886 -0.0497057 -0.0666918 internal_weight=0 724.715 513.464 211.25 21.9523 19.3531 internal_count=90178 64584 27641 36943 25594 25391 is_linear=0 shrinkage=0.1 Tree=1212 num_leaves=8 num_cat=0 split_feature=3 5 5 8 9 8 8 split_gain=3.69481 28.8817 15.9027 84.5441 45.4013 11.05 9.51937 threshold=8.8386479940103904 11.324260268328155 11.344126445715835 14.915402311525476 7.6406721245370868 14.919550842712399 14.892420099699093 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.00052512656458041616 -0.0223364972121744 0.010918129755627863 -0.086861356236683784 0.023173498103501406 -0.048897647589771442 -0.011126261744409213 0.035582085390997206 leaf_weight=822.66574362289975 30.7619039681922 330.63701904147274 78.868051791543621 554.86379968118854 239.11778879436861 722.71724348563293 290.86611038108822 leaf_count=21098 10273 18701 8201 7098 5527 11761 7519 internal_value=0 0.00381135 -0.00316225 0.00936437 -0.0106406 -0.00420296 0.0299904 internal_weight=0 1374.98 1695.52 633.732 1061.78 1053.35 321.628 internal_count=90178 48254 41924 15299 26625 30462 17792 is_linear=0 shrinkage=0.1 Tree=1213 num_leaves=8 num_cat=0 split_feature=4 3 5 7 3 6 8 split_gain=4.87375 8.8406 10.5718 5.8277 5.69476 4.94045 3.69564 threshold=17.7656572409436 11.951487375877063 13.793851287651751 7.6544060098406019 7.4644649240909082 11.494353001403443 14.940098676709502 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-0.00070601636583327097 -0.036527376658595283 0.1408493653446552 -0.044820669525358084 -0.0047819995760515956 0.02990468899729716 -0.0020900588392415449 0.064306859302367778 leaf_weight=3390.5005754072722 13.22298704176046 5.8226848704646255 54.20839247259255 165.19000542227559 155.67686135397662 3.7007254801308136 7.1212598466081536 leaf_count=76129 143 277 2918 6319 2969 1324 99 internal_value=0 -0.00113387 -0.00141304 0.0113771 0.0245194 0.0903838 -0.00157213 internal_weight=0 3454.23 3444.71 341.211 168.9 9.52341 172.311 internal_count=90178 80648 79047 9530 3112 1601 6418 is_linear=0 shrinkage=0.1 Tree=1214 num_leaves=8 num_cat=0 split_feature=7 10 8 5 3 2 1 split_gain=6.5732 14.759 13.8059 13.1396 17.052 8.06953 3.87721 threshold=5.9543022019664429 7.8993213645752016 14.92740058012337 13.635837220905737 9.0576619998113639 14.561604820843808 6.9839293176881982 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0076368646174744302 0.018079343749679764 -0.015242649593750629 0.0022774939601538286 -0.031947378073511168 -0.024418190094697978 0.080304590067076964 -0.057732838742478178 leaf_weight=1285.5437515823787 7.1324347710396969 593.32755823448997 1848.3498045846791 7.2719547170272554 189.54462625505175 33.837411256303312 59.225238760830507 leaf_count=18925 247 48778 14580 182 4987 281 2198 internal_value=0 -0.0032591 -0.0019844 0.00507893 0.00350413 0.0601609 -0.0494368 internal_weight=0 2508.04 2441.68 1516.2 1475.09 41.1094 66.3577 internal_count=90178 65803 63358 24375 23912 463 2445 is_linear=0 shrinkage=0.1 Tree=1215 num_leaves=6 num_cat=0 split_feature=8 5 7 8 3 split_gain=3.80109 4.69039 5.49671 2.87276 0.382849 threshold=14.937791608657685 12.652735263446413 13.329534587027906 14.67823852713458 9.4161718851066158 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0016513963527770175 0.018114557480274934 0.0062976089984576409 -0.099820905883407474 -0.074965382662309427 0.079562708912675376 leaf_weight=415.21800423153582 2.0702439614669848 6.1650043509271084 4.4077276389187992 12.679051873664617 5.2290402245562291 leaf_count=74156 456 253 287 14420 606 internal_value=0 -0.001895 0.000350755 -0.0494018 0.0664172 internal_weight=0 438.47 419.626 18.8441 7.29928 internal_count=90178 89116 74443 14673 1062 is_linear=0 shrinkage=0.1 Tree=1216 num_leaves=5 num_cat=0 split_feature=1 5 0 0 split_gain=3.55173 3.90485 5.75716 4.13396 threshold=6.3193560299700344 13.909365400813877 9.5484516339493304 11.348217385527382 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.070175593742812001 0.0014838772344781951 0.053288705165716869 -0.017699767860793959 -0.051662247870560819 leaf_weight=6.1147837054850234 2254.0003391498399 23.240822475635472 167.10147589258258 3.6171196245554702 leaf_count=380 55899 2032 29301 2566 internal_value=0 0.000581479 0.000153085 0.0378072 internal_weight=0 2447.96 2421.1 26.8579 internal_count=90178 89798 85200 4598 is_linear=0 shrinkage=0.1 Tree=1217 num_leaves=8 num_cat=0 split_feature=2 1 5 8 1 0 0 split_gain=3.06873 6.96137 10.2505 7.465 6.76855 8.63636 7.05917 threshold=15.161836301224202 8.2831769242572211 11.677511096284412 14.892420099699093 9.6264349278534755 11.547063685880929 9.8143584667799448 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.00079308944882903977 -0.0057616691495680373 -0.012344069209428056 0.018157204784560812 0.042009351776390688 -0.030649594206128235 0.066260282021396499 -0.057595866614520666 leaf_weight=1523.7977098680249 49.556779408550597 263.22909653492525 187.99033048652029 93.998857904488659 122.40644419809962 9.0048515115898891 19.990853796820375 leaf_count=39258 588 17367 10499 1350 16624 3220 1272 internal_value=0 0.00649477 0.000375645 0.0255926 -0.00186083 -0.0235587 2.03626e-07 internal_weight=0 594.775 451.219 143.556 1675.2 131.411 1543.79 internal_count=90178 29804 27866 1938 60374 19844 40530 is_linear=0 shrinkage=0.1 Tree=1218 num_leaves=8 num_cat=0 split_feature=4 6 8 1 3 3 0 split_gain=2.88873 5.17825 4.62994 4.61314 9.37587 8.54317 4.4303 threshold=13.675511442095459 10.066501403202057 14.905998535555076 8.6087774066356726 9.55635206054348 8.2558662431749443 12.414759514558826 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0062490071951215032 -0.02651999420495374 0.062125748467294434 -0.051955959610103408 0.033942002528050783 0.13138830099083507 -0.0034842457952239865 -0.073802943923929124 leaf_weight=218.6556025380516 113.96211575183304 25.90318887665126 3.327402282353602 65.703521126253577 2.9069314478208517 711.19241410861616 6.140350510555435 leaf_count=17261 13348 966 555 5086 227 52674 61 internal_value=0 0.00898807 0.0478504 -0.00307664 -0.0215109 -0.000279475 0.0037452 internal_weight=0 254.027 29.2306 893.765 116.869 776.896 224.796 internal_count=90178 18843 1521 71335 13575 57760 17322 is_linear=0 shrinkage=0.1 Tree=1219 num_leaves=5 num_cat=0 split_feature=2 6 10 10 split_gain=4.73715 4.61305 4.94089 0.0990002 threshold=11.129147021492949 15.120249453586034 13.968651880388778 8.3250078353732206 decision_type=2 2 2 2 left_child=3 2 -2 -1 right_child=1 -3 -4 -5 leaf_value=-0.03099706100365357 0.00085254078607552297 -0.095409104814111065 0.10322467073465409 -0.086441587250473725 leaf_weight=2.0187808196098151 1054.0646910580531 3.954353367982093 3.7358919015118763 4.9900624410684884 leaf_count=203 84749 267 168 4791 internal_value=0 0.000861587 0.00131124 -0.0763361 internal_weight=0 1061.75 1057.8 7.00884 internal_count=90178 85184 84917 4994 is_linear=0 shrinkage=0.1 Tree=1220 num_leaves=7 num_cat=0 split_feature=9 0 10 4 10 6 split_gain=5.48121 14.1916 11.7679 9.60199 9.26412 8.98048 threshold=8.4880712103830742 9.4459028361921202 9.8988532763241484 15.582088830012692 9.5236183516772375 6.3752834714674353 decision_type=2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=0.022730991407011351 -0.10950735870604629 -0.065191194592498919 -0.093895217039149617 -0.044812246618548511 -0.00029189385470723299 0.054152479712181179 leaf_weight=47.719602694442614 2.6263287691467658 21.902537769620722 17.947588827091749 36.084578118148244 555.3044680415245 62.599437012180715 leaf_count=33879 225 3415 2491 17971 29375 2822 internal_value=0 0.00216267 -0.0227099 -0.00653739 -0.00286303 0.0460086 internal_weight=0 642.433 101.752 83.8042 577.207 65.2258 internal_count=90178 35837 54341 51850 32790 3047 is_linear=0 shrinkage=0.1 Tree=1221 num_leaves=8 num_cat=0 split_feature=1 10 3 5 10 1 2 split_gain=3.87323 30.5963 19.401 10.8023 9.09465 26.4681 9.93821 threshold=10.227157027100999 10.220147875955425 7.6295525221584652 11.748821011074428 9.7869519850933795 9.5645289732237178 14.955222487572579 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0026670538558706157 -0.09265030695973929 0.032358419693659317 0.11785437722025263 -0.0048635366798577438 0.00057154144515842126 0.039431018295542124 -0.032180095857888599 leaf_weight=1915.1034338018198 4.2562083920929572 91.862272185220718 33.813683492393466 485.15189256073791 178.91491605604278 160.9725670585367 191.07810157218046 leaf_count=53604 31 6308 1207 13382 4370 5288 5988 internal_value=0 0.00690882 0.092551 0.00110803 -0.00196229 0.000614514 -0.0163838 internal_weight=0 615.084 38.0699 577.014 2446.07 2076.08 369.993 internal_count=90178 20928 1238 19690 69250 58892 10358 is_linear=0 shrinkage=0.1 Tree=1222 num_leaves=4 num_cat=0 split_feature=2 8 10 split_gain=5.33895 7.16173 5.22083 threshold=10.530406060197963 14.904746724265181 7.327044472037362 decision_type=2 2 2 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.10713702266916468 -0.081220705522072667 0.024854741343877121 -0.00031899549324932011 leaf_weight=3.6578660062650661 9.8228411525205939 83.262084299204162 3695.8314377788379 leaf_count=3929 42830 801 42618 internal_value=0 9.49914e-06 0.000242068 internal_weight=0 3788.92 3779.09 internal_count=90178 86249 43419 is_linear=0 shrinkage=0.1 Tree=1223 num_leaves=8 num_cat=0 split_feature=0 10 8 3 10 8 3 split_gain=5.88819 14.8632 20.5919 15.3832 13.0551 15.8733 10.671 threshold=8.7438333106679718 8.816471673582063 14.92740058012337 9.4678482112302849 9.5121305882254692 14.930133035486136 7.9832078794497372 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.030597215925700413 0.0018423447772459502 0.015864381329673671 0.0028487988644747553 -0.069717936378641793 -0.036545419290209193 -0.025252168953863237 0.0057135677443867104 leaf_weight=226.57934220233301 392.09296967380419 835.32234834181691 962.37549688457511 20.570893417643902 62.412750469135744 480.71241904937597 1036.4943199687689 leaf_count=14198 16894 10000 7297 481 908 3674 36726 internal_value=0 0.00368797 -0.00354537 0.0137285 -0.00396901 -0.0130922 0.00328241 internal_weight=0 2044.85 1188.95 855.893 1971.71 872.805 1098.91 internal_count=90178 31976 21495 10481 58202 20568 37634 is_linear=0 shrinkage=0.1 Tree=1224 num_leaves=8 num_cat=0 split_feature=3 5 1 3 2 8 8 split_gain=3.86018 7.5417 5.9654 5.24253 5.20632 7.17596 5.65652 threshold=9.0077009019155181 9.6383445967260339 9.4244090396936997 7.0970597227589947 13.199148456059392 14.285776060475134 14.820894537509451 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.052854058237964442 0.032523932060215151 -0.056786439234636277 -0.0016814993279809264 0.041529945859297597 0.030215808387198919 -0.082785159290832244 2.8451485119198087e-05 leaf_weight=6.4965607174199382 7.8209340705652464 44.734254882854273 34.548296659987756 27.620131279039015 84.706417773842986 13.753858872619075 225.10750186336116 leaf_count=277 138 38578 8319 1495 5719 8253 27399 internal_value=0 -0.0162981 -0.0330939 0.0225639 0.004999 -0.0413961 0.00835266 internal_weight=0 113.399 79.2826 34.1167 331.389 21.5748 309.814 internal_count=90178 48669 46897 1772 41509 8391 33118 is_linear=0 shrinkage=0.1 Tree=1225 num_leaves=8 num_cat=0 split_feature=9 1 8 8 6 0 8 split_gain=3.76774 14.5495 10.111 10.7263 8.96713 8.17772 6.0845 threshold=6.9602043955360182 8.2831769242572211 14.896197410717759 14.85291165514945 7.3241637301329776 8.8887691559426596 14.905998535555076 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.017750375112581505 -0.032729559285319836 -0.023803744797533888 -0.0018413194710819045 0.025706261779064099 0.0037501948821221267 0.045218291179951464 -0.061479667612124082 leaf_weight=68.623274316807283 190.23810484648664 129.15936305622608 443.76092832908034 312.37811933702324 1275.046104468378 13.619944883551737 16.796524855245025 leaf_count=866 3600 6560 2491 2284 65040 752 8585 internal_value=0 -0.00243055 0.00582377 0.0178532 0.00120064 -0.0273265 -0.00414482 internal_weight=0 1608.06 841.559 381.001 1404.21 203.858 460.557 internal_count=90178 75952 14226 3150 71600 4352 11076 is_linear=0 shrinkage=0.1 Tree=1226 num_leaves=8 num_cat=0 split_feature=10 1 1 9 10 5 8 split_gain=3.31924 25.3663 13.0125 17.1458 13.3692 9.17502 6.31765 threshold=8.2315749267769256 8.2307536709715041 8.0632785589488254 7.1249293261290516 8.0832592430567054 11.12759711073242 14.841551936526161 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0032144910607501613 -0.01438548735347684 -0.012483640057503178 -0.060211694072529853 0.013635447486087058 0.04625172418613295 0.0056275435283982909 0.067796113014174736 leaf_weight=688.18896145408735 10.391464335232511 404.80646566677228 84.318006158589014 49.288771809833179 58.341958827229064 899.20394701016767 70.903367751831865 leaf_count=8590 90 26192 1405 945 800 50830 1326 internal_value=0 0.00339816 -0.00445124 -0.0330699 0.000708032 -3.79626e-09 0.0572441 internal_weight=0 1385.31 880.138 133.607 746.531 1304.01 81.2948 internal_count=90178 78438 11740 2350 9390 77022 1416 is_linear=0 shrinkage=0.1 Tree=1227 num_leaves=6 num_cat=0 split_feature=8 6 7 7 0 split_gain=2.87917 2.63273 16.5199 9.58653 0.635066 threshold=14.926011390706412 8.5641686243771176 9.338512881478934 1.0000000180025095e-35 8.6537117469342366 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.00027433434812195633 -0.011183739189912695 0.072962412507960317 0.068845755251149984 -0.0064371098499785232 -0.078537765401488144 leaf_weight=488.80584903768408 2.3595146680321326 14.60512122698128 36.854873210960022 598.91481919905436 4.6597078842388697 leaf_count=24956 11748 443 980 38252 13799 internal_value=0 1.52499e-05 0.00520357 -0.00443131 -0.0601146 internal_weight=0 1139.18 525.661 613.52 7.01922 internal_count=90178 64631 25936 38695 25547 is_linear=0 shrinkage=0.1 Tree=1228 num_leaves=6 num_cat=0 split_feature=8 8 8 8 0 split_gain=4.64454 6.95078 17.8722 8.43436 0.0801457 threshold=14.085846118895374 14.601153418519075 14.67823852713458 14.572237689267261 8.404479623089216 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.027600961655758025 -0.015089904343281592 -0.096087251244395697 -5.1571209731604593e-06 0.042541670792310582 -0.076401082878834639 leaf_weight=2.0030515807302418 36.910724075247344 18.77264535042741 926.36365998748215 77.510126750858035 6.5883419501369644 leaf_count=185 1775 1065 85542 1065 546 internal_value=0 0.000813913 -0.00201312 0.0239808 -0.0690874 internal_weight=0 1059.56 945.136 114.421 8.59139 internal_count=90178 89447 86607 2840 731 is_linear=0 shrinkage=0.1 Tree=1229 num_leaves=5 num_cat=0 split_feature=8 2 8 3 split_gain=5.43767 7.31053 6.25014 0.676902 threshold=14.877113625005363 9.5580834386043634 14.913185407320695 9.617439735427185 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.083719100830106086 0.013071884529423107 -0.03083916767267731 0.0013746095373740415 0.083298668334973291 leaf_weight=6.8851756994035886 2.039144606865988 65.306587296291355 656.39681266234675 10.182593602563427 leaf_count=12091 111 33529 42239 2208 internal_value=0 -0.000231253 -0.00157904 0.0734565 internal_weight=0 733.925 721.703 12.2217 internal_count=90178 78087 75768 2319 is_linear=0 shrinkage=0.1 Tree=1230 num_leaves=8 num_cat=0 split_feature=5 8 1 8 7 4 9 split_gain=3.92641 14.7847 9.95506 7.97721 5.05132 10.6885 9.9913 threshold=9.6383445967260339 14.927853812706594 8.5964268575750946 14.894913004998687 6.1430139522990919 13.743234696186475 7.4091260502697143 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0078448952101140088 0.0036067298093487043 -0.059729810560708065 0.068897764870016504 0.076149696892764962 0.02017852031459683 -0.00087418082619162706 -0.015468506482580371 leaf_weight=31.298879048317758 533.67386946571787 27.998342077597044 6.6986670885235062 37.371077448828146 283.86532451600942 1571.2402133550968 563.93456880077792 leaf_count=1924 13466 504 51 373 8180 53130 12550 internal_value=0 0.018911 -0.0336623 0.0455767 -0.000824904 0.00235641 -0.006199 internal_weight=0 103.367 34.697 68.67 2952.71 1855.11 1097.61 internal_count=90178 2852 555 2297 87326 61310 26016 is_linear=0 shrinkage=0.1 Tree=1231 num_leaves=8 num_cat=0 split_feature=10 1 5 1 5 6 7 split_gain=4.56128 14.6804 15.4701 10.9976 16.4232 8.76655 5.28804 threshold=8.9748065130418535 8.8709870479635757 10.82788526321602 8.8806238192001974 12.562049446400332 10.366900095064922 7.284957874941882 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0024288136507364458 -0.058252034787635458 0.025845404286997088 -0.0044986848926143602 0.039750370624356914 -0.11840316498328701 -0.05444335948821212 -0.0012606325589734674 leaf_weight=1706.26679454334 62.939626735687057 186.02254794703504 1652.3088231019688 123.69776359323009 5.9751260774032735 26.54170353731638 21.902771635909971 leaf_count=28648 883 10990 46001 2677 98 552 329 internal_value=0 -0.00330403 -0.00141575 0.00363732 0.0316126 0.00152679 -0.0437253 internal_weight=0 1923.17 1838.33 1862.48 129.673 1732.81 84.8424 internal_count=90178 58203 56991 31975 2775 29200 1212 is_linear=0 shrinkage=0.1 Tree=1232 num_leaves=8 num_cat=0 split_feature=0 9 3 8 9 2 8 split_gain=5.90419 18.4534 16.4354 15.2175 12.3925 9.90423 7.60391 threshold=9.5614775614551792 8.4880712103830742 9.5371471574215274 14.932528711914747 7.9893754409139364 13.507949299309066 14.929694358852027 decision_type=2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.00024576429849357143 -0.077663501705659249 0.075885497745510011 -0.063098413064154535 0.00050961760014580791 0.01531979789068956 -0.003769195508349932 -0.0087166266512761232 leaf_weight=2668.4448424172233 63.22058883656706 15.129733257441556 54.149444508177112 40.651524324784987 631.75808503292683 483.49278315000782 48.86107536128111 leaf_count=41715 1908 8513 3629 310 11138 22621 344 internal_value=0 -0.0092271 0.00150496 -0.0473564 0.00273769 -0.00120518 -0.0376353 internal_weight=0 602.495 3403.21 103.872 3300.2 498.623 103.011 internal_count=90178 33352 56826 2218 52853 31134 3973 is_linear=0 shrinkage=0.1 Tree=1233 num_leaves=7 num_cat=0 split_feature=2 2 2 5 5 9 split_gain=3.56387 4.45476 6.9914 3.89454 2.04956 0.287825 threshold=17.153833041639519 15.596779318591588 16.088881134531487 12.40401907118533 11.811138932055806 9.7405372184127881 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.003161351944098242 -0.040755676050989481 0.033821276417436347 -0.012766468177895288 -0.052147715368531994 0.0074252967136941191 -0.126244079546972 leaf_weight=284.1963654791154 2.0139819762780453 82.387099340100491 51.795079356129492 16.225469585247595 2.334955682100599 2.3642108627827838 leaf_count=59895 83 9584 4956 15389 223 48 internal_value=0 0.000795164 0.0158767 -0.00597128 -0.0677785 -0.101809 internal_weight=0 434.604 134.182 300.422 6.71315 4.37819 internal_count=90178 89824 14540 75284 354 131 is_linear=0 shrinkage=0.1 Tree=1234 num_leaves=8 num_cat=0 split_feature=9 6 1 10 10 5 8 split_gain=3.5711 9.01292 8.21082 17.083 13.6996 7.02981 4.85178 threshold=7.921536235168678 8.6800766024657499 8.8806238192001974 8.9240319260653909 9.302025283328982 13.343066176694569 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.00082734405958734465 0.039531692762570167 -0.0031114022262019848 0.028700803431595225 -0.0532309943693621 -0.0054474077681765315 0.04495428395627727 -0.032686179214374007 leaf_weight=1436.4359706912758 9.1453278509143541 294.53762003876517 266.30917207285074 59.936075385927779 209.1139178710805 32.922215146340363 137.17549636508616 leaf_count=25906 539 28149 7700 1677 5923 7768 12516 internal_value=0 -0.00739279 0.00226733 -0.00137203 0.0137009 0.00184319 -0.0279347 internal_weight=0 473.781 1971.8 1496.37 475.423 327.46 146.321 internal_count=90178 48972 41206 27583 13623 35917 13055 is_linear=0 shrinkage=0.1 Tree=1235 num_leaves=8 num_cat=0 split_feature=3 4 6 10 1 1 10 split_gain=3.16327 10.4075 12.8164 5.9903 19.3147 18.8674 5.18157 threshold=9.696672929875886 10.857215083691729 11.111439864996735 9.5121305882254692 9.4470915767556658 9.3075350782720907 8.3418608942738626 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0014351450307734518 0.0034037306565596614 -0.040478204927630768 0.039732742330803629 0.081148226467936679 0.0038913175163201304 -0.047639493297131491 0.15742611168079948 leaf_weight=1811.3830738998927 3.9929568157752575 90.337472811473233 24.611597249457049 37.298230155665863 209.47258875028336 80.882324131014457 3.9453412512386876 leaf_count=44210 59 14557 9247 1618 15281 4600 606 internal_value=0 -0.0152077 -0.0231098 0.00122757 0.0158487 -0.000686539 0.0890013 internal_weight=0 122.887 114.949 2139.04 246.771 1892.27 7.9383 internal_count=90178 24469 23804 65709 16899 48810 665 is_linear=0 shrinkage=0.1 Tree=1236 num_leaves=8 num_cat=0 split_feature=7 9 2 9 3 7 7 split_gain=2.53123 5.85517 9.99217 3.20365 9.86047 6.79885 1.96617 threshold=13.012293633668452 11.106252811926138 13.846138900727842 11.799389559044503 11.624448319718455 11.696499999365152 13.756190998553555 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0011929977758503051 0.017593379123006927 -0.098503011753055175 0.061167026553248495 -0.010834158975140146 0.070241280655663582 -0.1167846568352805 0.1039128855157942 leaf_weight=1046.3290855958621 4.4005138523043597 6.4270007626234911 7.3359075582293372 46.181982481562727 18.686652740413138 6.0207106846669367 8.0177881965300895 leaf_count=84776 283 561 249 1445 1745 820 299 internal_value=0 0.0298139 -0.0150173 -0.00107111 0.000125096 -0.0250192 0.0769157 internal_weight=0 26.1812 13.7629 1117.22 1065.02 52.2027 12.4183 internal_count=90178 1392 810 88786 86521 2265 582 is_linear=0 shrinkage=0.1 Tree=1237 num_leaves=8 num_cat=0 split_feature=3 0 1 2 8 0 8 split_gain=4.67759 9.13756 10.9649 10.7834 4.97336 8.17975 7.30872 threshold=8.5876976612772236 9.0647479729967539 8.6995028603255005 14.158163353284033 14.890362634532156 8.3451491477880904 14.89098124964333 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.014854681587321681 0.0041539415322053705 -0.026357109708373044 -0.04061789967202218 0.011849198955392888 0.04227324260509846 0.016359809124707865 -0.076038181085304746 leaf_weight=141.11914257993328 95.269445928175656 93.704717850067425 126.91987799690568 335.00170014540601 63.332029010751285 204.19416075403569 4.773594685984107 leaf_count=1549 5373 11806 12016 29709 4077 2971 22677 internal_value=0 -0.00507862 -0.0214882 0.00345633 0.00850905 0.00359733 0.0330004 internal_weight=0 650.896 222.189 428.706 413.419 345.313 68.1056 internal_count=90178 58904 17389 41515 31274 4520 26754 is_linear=0 shrinkage=0.1 Tree=1238 num_leaves=6 num_cat=0 split_feature=7 2 4 2 5 split_gain=5.2304 5.46871 14.5259 6.89626 0.0336501 threshold=3.1412421616204909 13.62099497007585 14.354161080620777 16.179581588698724 11.498523057526635 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.036783552848098408 -0.075766896027282662 -0.0085880738957653437 0.029877187703025644 0.022054730448127682 -0.086142285419480227 leaf_weight=2.5357319598386976 13.674046904791906 516.52417808283872 116.50365928653127 84.616635372679411 5.5774472262064592 leaf_count=2454 2245 70210 10620 4020 629 internal_value=0 -0.00021495 0.0182872 -0.00424533 -0.0764446 internal_weight=0 731.319 130.178 601.141 8.11318 internal_count=90178 87095 12865 74230 3083 is_linear=0 shrinkage=0.1 Tree=1239 num_leaves=8 num_cat=0 split_feature=1 10 6 6 9 9 5 split_gain=3.71885 16.6084 9.84256 9.54317 11.4022 8.81203 7.61238 threshold=10.461706773639341 10.378898444679702 8.0527356922994837 11.711454947557465 8.5964758210226879 9.4241555777066477 11.864114228189766 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.00034847911428278577 -0.003317878564086549 0.027385649700343281 0.13311079890960215 0.090495593465569513 -0.017953866626700312 -0.0041167871657529749 0.012344966665692771 leaf_weight=2089.4806745584137 7.7683468580216894 116.65714464794837 15.249733023261795 18.041261916408985 405.62355070580907 361.18951596570696 37.214835897731973 leaf_count=55872 126 1735 562 365 15890 14600 1028 internal_value=0 0.00770124 0.0888465 -0.00171558 -0.00263289 0.00361506 0.0390164 internal_weight=0 500.865 23.0181 2550.36 2495.1 477.847 55.2561 internal_count=90178 17023 688 73155 71762 16335 1393 is_linear=0 shrinkage=0.1 Tree=1240 num_leaves=8 num_cat=0 split_feature=0 9 9 6 7 8 2 split_gain=4.87724 13.4907 10.3812 9.24857 10.0432 9.56444 6.44426 threshold=9.8846142972933695 8.9907100713675252 8.0453243903646356 8.8121809137436529 5.0204703302865523 14.931439438905384 14.507958417187764 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0025349011711358949 -0.077203672270624024 -0.032347591369238614 0.051618958221064375 0.032986549591399232 -0.013504445384593305 0.010091897107792437 0.0072746455893855548 leaf_weight=1740.9584225792491 5.843537053747581 50.618901794823046 90.262761745728994 48.672503011089589 731.32190268228771 914.04385256813839 199.46004256919969 leaf_count=36564 101 10183 2236 1350 20292 6785 12667 internal_value=0 0.0114379 0.0430718 -0.000998907 -0.0105648 0.00181432 -0.000842251 internal_weight=0 346.185 96.1063 3435 779.994 2655 250.079 internal_count=90178 25187 2337 64991 21642 43349 22850 is_linear=0 shrinkage=0.1 Tree=1241 num_leaves=8 num_cat=0 split_feature=0 9 8 10 1 3 0 split_gain=6.04488 22.3706 21.4189 13.5891 41.4988 18.0123 11.2582 threshold=9.0320759176295606 7.9754643759947976 14.929694358852027 9.3322120462446776 9.1761769626999854 8.2018132149610121 9.3332848397188393 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.0027613865396424256 -0.078255795024095659 0.016165678938245106 -0.012688628903778193 -0.026340556184898656 -0.056980779361656464 0.026884536065886075 -0.0059239654408647369 leaf_weight=2034.4723076040686 73.239552366494536 317.44637123898053 153.00971548701636 75.170437793454767 122.3159490873104 388.04973785777156 836.56845489327964 leaf_count=33494 3016 5890 1142 734 1766 5212 38924 internal_value=0 -0.00548604 -0.0341645 0.00268871 -0.000651553 0.0182091 0.000161189 internal_weight=0 1380.26 226.249 2620.01 2156.79 463.22 1154.01 internal_count=90178 48972 4158 41206 35260 5946 44814 is_linear=0 shrinkage=0.1 Tree=1242 num_leaves=8 num_cat=0 split_feature=8 8 6 1 3 5 8 split_gain=3.47466 4.90762 6.83452 4.99656 3.2914 1.31106 0.634947 threshold=14.931946406735969 14.859092336325736 12.453466041813241 9.3171864001047133 9.0781409062988576 11.735523885049423 14.936789616334687 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0081220939776366803 -0.056662631151396851 -0.0091180983539565445 -0.10467655570486319 0.024177223600326578 0.071113563403361862 0.0086789953380123838 0.0072346256205997085 leaf_weight=88.209346176527475 2.6768377149122697 218.92165473256389 6.766379667335058 102.80112074122735 13.276905373164029 4.7990990687753188 2.3450521321909719 leaf_count=3531 6751 65722 4213 6785 1248 1249 679 internal_value=0 -0.00247348 -0.0124322 0.00929666 0.0365788 0.0558614 -0.0305783 internal_weight=0 416.699 225.688 191.01 23.0979 18.076 5.02189 internal_count=90178 80251 69935 10316 9927 2497 7430 is_linear=0 shrinkage=0.1 Tree=1243 num_leaves=7 num_cat=0 split_feature=2 1 6 3 5 1 split_gain=3.41431 5.09669 4.65053 5.50129 2.33401 0.645903 threshold=12.970039582877137 11.35219136267329 4.9317471713750249 6.9371990863841182 8.5716343871812661 6.9839293176881982 decision_type=2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=0.041775527751251304 -0.015738942748434768 0.068420471344626158 0.05792229202186603 0.00071186942234208932 -0.046642437532705631 -0.085469369224912467 leaf_weight=2.4946698350744319 2.2920297498021664 3.9989529979114868 15.927993355735451 2376.6310748148485 34.640789052186619 5.9640794812826243 leaf_count=189 72 3664 714 79316 5756 467 internal_value=0 -0.0278715 0.000843546 0.00111678 -0.039763 -0.0699029 internal_weight=0 41.1344 2400.82 2392.56 37.1355 8.25611 internal_count=90178 9609 80569 80030 5945 539 is_linear=0 shrinkage=0.1 Tree=1244 num_leaves=7 num_cat=0 split_feature=1 0 2 1 7 5 split_gain=3.0078 6.38673 16.5453 6.25382 1.83383 0.352626 threshold=11.856691260070479 11.547063685880929 13.507949299309066 10.631908580812061 6.1616492746263356 12.429511598213832 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.00087630619207702994 0.025000914032980017 0.26364831412144618 -0.0085839903763420527 -0.047380855646089848 -0.028733041202110166 -0.080865349171460058 leaf_weight=2211.6333774321688 2.2384637084638532 2.3017316465579807 6.7094985713065398 26.184770962742277 3.5679598793097096 5.960907624026845 leaf_count=75376 358 625 666 8909 604 3640 internal_value=0 0.000647391 0.0803415 0.000290737 -0.0480275 -0.065928 internal_weight=0 2246.83 9.01123 2237.82 11.7673 9.52887 internal_count=90178 85576 1291 84285 4602 4244 is_linear=0 shrinkage=0.1 Tree=1245 num_leaves=8 num_cat=0 split_feature=8 5 0 8 3 5 4 split_gain=2.78911 6.30735 3.41306 3.331 22.5772 9.14082 2.27446 threshold=14.720838954779337 13.438090200498062 12.23938336501603 14.897822350845894 8.1902575105744138 11.407319239828533 11.481818262346197 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.059248754162184586 0.014504914052723287 0.10360916520216601 0.046587152816013742 0.042668965669765586 -0.02344744807343891 -0.0066765982231795354 -0.010430203268869426 leaf_weight=25.446410603233748 404.27555002339705 3.3168292507034485 2.698427630311925 65.729260552582929 227.84488780411604 408.83331125015684 2.6585078904172406 leaf_count=5219 17152 28 33 10083 41734 15863 66 internal_value=0 -0.0280612 -0.0478513 0.000563008 -0.00854983 0.00385967 0.0586501 internal_weight=0 34.1202 28.1448 1106.68 293.574 813.109 5.97534 internal_count=90178 5346 5252 84832 51817 33015 94 is_linear=0 shrinkage=0.1 Tree=1246 num_leaves=6 num_cat=0 split_feature=10 3 9 5 8 split_gain=4.44646 4.97408 7.89187 7.67756 0.079687 threshold=6.4024571332175748 7.7958309765764549 9.1268042924570985 9.9384965954451534 14.841551936526161 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.087494730092697967 0.027438620444200458 -0.049894019623145151 -0.091477257267705017 6.7585960288121412e-05 -0.032766230308684911 leaf_weight=4.4084709560992215 101.31542475357696 30.826536790625369 4.9377652864163784 915.58714717295152 2.1346629921434896 leaf_count=211 6243 4271 296 78988 169 internal_value=0 0.000700618 0.021111 -0.00161071 -0.0763507 internal_weight=0 1052.67 106.253 946.414 6.54313 internal_count=90178 89798 6539 83259 380 is_linear=0 shrinkage=0.1 Tree=1247 num_leaves=5 num_cat=0 split_feature=9 0 9 1 split_gain=5.28882 10.5572 9.79836 8.8875 threshold=7.5672260585974813 8.6755927649809568 8.3142207502490759 9.3810150432324306 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.079525500650796721 0.1108979074424042 -0.045123616303869518 0.00080038464492544542 -0.027046022641577419 leaf_weight=7.5359773259573322 14.042598892326057 48.980466219837922 659.05404567269159 6.2879019455569951 leaf_count=31266 2030 17155 39156 571 internal_value=0 -0.000350878 -0.00243571 0.0689662 internal_weight=0 728.365 708.035 20.3305 internal_count=90178 58912 56311 2601 is_linear=0 shrinkage=0.1 Tree=1248 num_leaves=8 num_cat=0 split_feature=1 6 0 9 3 8 8 split_gain=3.72911 14.3471 12.8087 15.8654 10.6823 10.2432 6.05458 threshold=9.235606821206785 8.1412495678603189 9.6025361133962921 7.6647941498657906 8.5217376498447805 14.910527555780067 14.93085434724939 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.00022943198467665523 0.059803087577499019 0.019538347330075333 0.020627718109960516 -0.025496078052797074 -0.006367649326443116 0.013438507593786881 0.089802409748996184 leaf_weight=1172.0937402233631 56.271215880039563 189.8410692615771 47.880675399263055 314.39483200086306 958.39308713526134 290.13793196668848 16.664499541278929 leaf_count=30901 3728 3283 1513 10683 36370 3462 238 internal_value=0 0.00331436 -0.00368282 -0.00558692 -0.00207126 0.0211205 0.0395851 internal_weight=0 1494.64 1551.03 1486.49 1148.23 346.409 64.5452 internal_count=90178 46843 43335 41584 39653 7190 1751 is_linear=0 shrinkage=0.1 Tree=1249 num_leaves=8 num_cat=0 split_feature=3 2 0 2 2 8 10 split_gain=4.9027 9.80085 12.5237 9.65011 8.86382 11.5355 7.23301 threshold=8.496916854731662 14.971037806373451 9.0992419486756031 12.970039582877137 13.129790129782949 14.930774884461373 8.2708581227229363 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0026862225814710469 -0.054598538122255492 -0.016052505788974911 0.006960888535464344 0.011459795056384911 -0.013628422900092708 0.002936223218574912 0.066322529147130937 leaf_weight=41.010471602676262 21.612663370906603 445.37517177258962 501.97943250934065 1053.1041225772685 820.36441883364523 860.6149253359763 30.763589043523098 leaf_count=817 8330 8330 22183 23966 19524 6318 710 internal_value=0 0.00354953 -0.0038638 0.0100818 -0.0036747 -0.00515108 0.0304984 internal_weight=0 2022.07 947.355 1074.72 1752.75 1680.98 71.7741 internal_count=90178 62809 30513 32296 27369 25842 1527 is_linear=0 shrinkage=0.1 Tree=1250 num_leaves=8 num_cat=0 split_feature=7 10 9 4 5 0 3 split_gain=5.72061 16.4329 21.7126 9.47317 8.77028 8.66103 4.19347 threshold=7.8472143304031468 10.489785249435835 9.4241555777066477 17.123788765926573 14.097259372530507 9.8690518544799009 9.9849137364812286 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0026932150506428216 -0.011654653714738058 0.092025326900374557 -0.0097520882489106064 -0.010658894170455516 0.054676232621392512 -0.055381312700629737 -0.04851237522383825 leaf_weight=3025.3549786057397 457.08522301295937 33.936890231326174 51.976096000315465 310.59231495657332 31.811505414421845 49.433680908621398 31.472330973617773 leaf_count=51644 12398 815 12155 5136 354 6648 1028 internal_value=0 -0.00915599 0.0310477 0.00148463 0.00325183 -0.0160229 -0.0142729 internal_weight=0 592.432 85.913 3399.23 3057.17 506.519 342.065 internal_count=90178 32016 12970 58162 51998 19046 6164 is_linear=0 shrinkage=0.1 Tree=1251 num_leaves=7 num_cat=0 split_feature=4 3 5 2 6 2 split_gain=3.47446 3.9469 7.5488 5.03856 1.72191 1.34012 threshold=19.714399874998094 9.1423067469572796 9.6383445967260339 13.199148456059392 11.876811718014809 15.846702593775165 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.02558531155383402 -0.080482690896081954 -0.042738004873913854 -0.028238796312465175 0.011085321643588282 0.010704796997517543 -0.002285391995070162 leaf_weight=35.285934741195916 8.8880153954991084 17.577548167455859 92.195895503209414 276.84219993515893 3.8726695255932091 2.8922856649603537 leaf_count=1866 1125 7988 50865 27695 445 194 internal_value=0 0.00137774 -0.0132575 0.00773815 -0.04519 -0.0629648 internal_weight=0 421.902 127.482 294.42 15.653 11.7803 internal_count=90178 88414 52731 35683 1764 1319 is_linear=0 shrinkage=0.1 Tree=1252 num_leaves=8 num_cat=0 split_feature=9 5 0 3 10 3 5 split_gain=3.52529 20.225 8.73809 7.21291 5.99713 7.78539 7.01443 threshold=7.5301607121555358 11.375235484518837 8.7214708874487368 8.9535541855830072 9.2635099810756518 8.2339801061318667 12.652735263446413 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0034104631104625162 -0.044480883296198453 0.038668789524126584 0.00076233296998020001 -0.010040980421578615 -0.029764372110484522 0.011122284882479679 0.062033155256809136 leaf_weight=656.89569805207611 133.9484432227537 67.564304924377211 538.24100478237995 112.03880254352961 85.978175295487745 837.92408416704529 8.2691356249197252 leaf_count=11851 8031 1308 36224 14414 2764 15459 127 internal_value=0 -0.00477873 0.00504673 -0.0288988 0.00319054 0.00473789 -0.0211435 internal_weight=0 851.793 605.805 245.987 1589.07 1494.82 94.2473 internal_count=90178 59977 37532 22445 30201 27310 2891 is_linear=0 shrinkage=0.1 Tree=1253 num_leaves=8 num_cat=0 split_feature=8 10 3 9 4 2 6 split_gain=3.09123 6.07403 11.2717 10.793 5.08536 3.86096 2.03917 threshold=14.899408278746956 8.6687854453460513 8.7873144074596041 7.9893754409139364 11.352237162226887 15.098273993161559 7.6555212302130498 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0038722250697152839 -0.11630858851174229 0.027597882003465492 -4.9157469713893544e-05 0.050873101203585396 -0.011431653705096335 0.0066538154025828789 -0.029418393376534648 leaf_weight=1073.441531019831 4.4334467996729341 233.98798337485823 395.92722834533788 36.262346575764241 320.67107944228638 185.6446254514467 7.2928543217594779 leaf_count=9375 1299 7886 22354 876 33794 13705 889 internal_value=0 0.00241341 0.0102481 -0.00203909 -0.00637955 -0.00480043 -0.0688275 internal_weight=0 1739.62 629.915 1109.7 518.042 506.316 11.7263 internal_count=90178 40491 30240 10251 49687 47499 2188 is_linear=0 shrinkage=0.1 Tree=1254 num_leaves=7 num_cat=0 split_feature=8 8 2 9 2 0 split_gain=2.68881 2.85482 9.92544 6.31434 2.24447 0.358417 threshold=14.91888241682727 14.889251060631423 13.258010044317734 10.457554042666965 11.315548354583408 8.5416360423644822 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.018654086790270818 0.03419305585699714 0.0063909624422770137 -0.018171266445442823 -0.025532308450067483 -0.01664271489092305 -0.074221218082036508 leaf_weight=103.149651220534 2.2145118593893534 710.7950359076699 245.66149241626817 66.883410744569801 2.0204053929639922 7.7753259557376211 leaf_count=1887 1542 35047 13044 4003 12513 22142 internal_value=0 0.000245235 -0.00725916 0.00361617 -0.0454772 -0.0649871 internal_weight=0 1126.49 348.811 777.678 12.0102 9.79573 internal_count=90178 53981 14931 39050 36197 34655 is_linear=0 shrinkage=0.1 Tree=1255 num_leaves=8 num_cat=0 split_feature=2 8 8 8 7 3 8 split_gain=4.29885 7.40731 11.7501 9.08828 6.83241 11.4762 5.90751 threshold=14.946454577175578 14.601153418519075 14.820894537509451 14.572237689267261 6.7904403183289306 10.079377184033069 14.889694625839871 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.019906903045286056 -0.016701175587641431 -0.04291530501560057 -0.0027477500048218272 0.049514546005451104 0.031051528474604885 -0.028948385874878621 0.023996950639471687 leaf_weight=29.327125341728902 133.04228377690558 84.340284516079919 497.81508683507991 49.686075282748789 177.78102226353553 37.966743752411531 47.635565813634571 leaf_count=1358 2599 1341 48122 678 16172 6906 13002 internal_value=0 -0.00472243 -0.00863067 0.0238208 0.00843388 0.0204081 -0.00589812 internal_weight=0 661.169 582.155 79.0132 396.426 215.748 180.678 internal_count=90178 51499 49463 2036 38679 23078 15601 is_linear=0 shrinkage=0.1 Tree=1256 num_leaves=8 num_cat=0 split_feature=4 9 1 0 9 6 5 split_gain=5.51774 14.2497 16.6893 10.7344 13.3369 11.3034 10.3479 threshold=17.297994642729588 10.831218400278873 11.636866315451721 10.950962431958304 9.4504944511485096 11.052076142501679 12.885212458673779 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.00037071625341916732 -0.019023872237384096 -0.052565684974812357 -0.11837313380510893 -0.066656165317066723 0.039586128542309001 0.0017044842683130665 0.036963898046433984 leaf_weight=265.17342636149715 144.82533979865707 15.018375072139404 18.248670869321813 37.883652820919224 120.94188146258546 63.870713614917804 66.868089890464034 leaf_count=61739 10963 618 441 1512 9292 3516 2097 internal_value=0 -0.0137666 -0.0307952 0.00459687 0.0122148 -0.0241475 0.0201077 internal_weight=0 244.96 163.074 487.87 386.115 101.754 81.8865 internal_count=90178 14119 11404 76059 71031 5028 2715 is_linear=0 shrinkage=0.1 Tree=1257 num_leaves=8 num_cat=0 split_feature=3 8 8 7 1 2 1 split_gain=3.66251 9.29103 12.4672 6.58399 7.0155 6.91757 5.20259 threshold=9.8510654082495268 14.85291165514945 14.912654301527263 10.187891521250469 10.932969334034397 12.970039582877137 8.0134999620349525 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.019299620949350386 0.053531747341730357 0.041177850854438702 0.0023381906797517705 0.034321382499663801 -0.02921334567598969 -0.0042346555038980651 -0.064225805683465725 leaf_weight=131.15443017531652 3.6215477527548527 103.72031208227781 392.70974267566817 88.27763871600655 20.765092204504981 2278.4928123245982 24.412539255101365 leaf_count=2377 59 6130 11372 1754 267 63796 4423 internal_value=0 0.00732302 0.0105195 -0.001855 0.0220669 -0.00294624 -0.0476936 internal_weight=0 524.464 496.43 2518.69 109.043 2409.65 28.0341 internal_count=90178 21984 17502 68194 2021 66173 4482 is_linear=0 shrinkage=0.1 Tree=1258 num_leaves=8 num_cat=0 split_feature=10 9 1 0 0 5 10 split_gain=5.11673 15.2764 16.5699 14.4262 13.6657 18.9741 11.0204 threshold=8.772209286679761 8.1597086361600848 7.6952505416976464 8.1439997035929821 9.010347760623441 10.423444963370743 9.7995292039055872 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0028927912546759596 0.039146225903589744 0.10775824384158346 -0.09791901527602298 0.017268263458027434 0.013180034983495494 -0.01416520328472641 -0.0060353822788951792 leaf_weight=780.20254487917771 70.390724914689599 3.787439811868242 24.082855804707037 649.73601274542136 669.285096083761 1038.1529030400793 537.24514125134999 leaf_count=11611 1162 103 1070 12446 17840 16463 29483 internal_value=0 0.00482381 -0.0672041 0.00627366 -0.00273708 -0.0107478 0.00462586 internal_weight=0 1457.81 27.8703 1429.94 2315.07 1108.54 1206.53 internal_count=90178 25230 1173 24057 64948 17625 47323 is_linear=0 shrinkage=0.1 Tree=1259 num_leaves=8 num_cat=0 split_feature=0 9 8 1 2 5 3 split_gain=5.09645 17.3772 17.896 13.8308 8.16883 10.4204 9.61006 threshold=7.980708537385504 6.8419688327558772 14.930030112180424 7.2880368720252724 14.032379051975953 10.760964555663355 8.0251953517255306 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.010300439874110667 -0.069214385152302035 0.15177434362516645 -0.0048998750828560152 -0.00021395888542200361 0.0047160700213410636 0.038147470660159916 -0.032923917706413196 leaf_weight=122.3162537777348 73.957881778412684 4.9985246181608991 102.72165439557284 3188.6434646452763 265.91442210820787 142.85516275638656 87.338019676499243 leaf_count=1980 1869 307 937 77099 4514 2238 1234 internal_value=0 -0.00162204 -0.0320599 7.136e-05 0.00824682 0.0164641 -0.00777683 internal_weight=0 3370.32 176.68 3193.64 618.424 408.77 209.654 internal_count=90178 80212 2806 77406 9966 6752 3214 is_linear=0 shrinkage=0.1 Tree=1260 num_leaves=8 num_cat=0 split_feature=0 5 5 6 7 8 6 split_gain=3.2765 6.2957 5.19157 7.41424 5.62837 4.19594 2.81368 threshold=8.3216657935866483 8.9869286411848712 10.729244079221766 10.066501403202057 5.9913071544112162 14.085846118895374 4.3397287074235171 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.026481969830982839 -0.012796764242243297 0.012441559276842897 -0.023948495779154172 0.012294592613058042 0.027085563418759718 -0.083243740676137143 0.053828226874546838 leaf_weight=6.8227639635842072 49.186252317730919 5.7853388015864793 123.5500197507544 102.36659980363687 120.73295641601453 17.42026844038358 9.1675213879716448 leaf_count=113 3949 75 40672 17191 9525 18416 237 internal_value=0 -0.0275853 0.00237642 -0.00754434 0.0155336 -0.0598602 0.0200195 internal_weight=0 39.1959 395.836 225.917 169.919 23.2056 15.9903 internal_count=90178 18841 71337 57863 13474 18491 350 is_linear=0 shrinkage=0.1 Tree=1261 num_leaves=5 num_cat=0 split_feature=8 6 9 9 split_gain=3.42892 3.36448 7.96642 7.86103 threshold=14.92908783461008 10.303526105761266 8.2631480668290695 9.1036357180210778 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0014393051249634589 -0.074558570100575844 0.03148085543516109 -0.020054805020495597 -0.025150614915188874 leaf_weight=2121.38337172003 5.092214246185903 91.422398240804284 186.68316077087593 32.514902286256131 leaf_count=32727 20577 2463 21240 13171 internal_value=0 0.000557921 -0.000307134 0.0165412 internal_weight=0 2432 2308.07 123.937 internal_count=90178 69601 53967 15634 is_linear=0 shrinkage=0.1 Tree=1262 num_leaves=8 num_cat=0 split_feature=7 7 9 1 2 10 10 split_gain=2.88556 3.66995 7.12031 3.87415 1.21184 1.12333 0.0665789 threshold=11.815202653263983 8.0606436671028767 12.236303351805772 11.77202577662645 14.381897442296582 10.099831074715254 9.3424834935093006 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0012073857883095392 0.039282668520531777 0.011909300277730621 0.14615990887796274 -0.065554506809189603 -0.035889031978985318 -0.042033236639349651 -0.085728498356214988 leaf_weight=1910.2173804759375 2.0607392615171332 326.98507064053581 2.2843373797422819 5.6046038314615307 2.7832934431198737 2.850611438412102 3.8653797674746855 leaf_count=60728 287 22936 218 2468 96 2303 1142 internal_value=0 0.000732638 -0.000955075 0.0104113 -0.0473327 -0.00704063 -0.0722845 internal_weight=0 2245.09 1912.5 332.59 11.56 4.91135 6.64867 internal_count=90178 86350 60946 25404 3828 2590 1238 is_linear=0 shrinkage=0.1 Tree=1263 num_leaves=8 num_cat=0 split_feature=0 2 7 8 9 2 2 split_gain=3.03952 9.67844 13.861 8.35094 6.92624 12.3462 9.51127 threshold=9.9905076069232894 14.642425702560944 5.0569372068477252 14.863791496742204 9.8808075925410694 14.816113276910167 15.188180172810123 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.039728657929891824 0.037783187879236485 0.034568402728418671 -0.03590098238346439 0.0060563468741847747 -0.022254727022814412 0.026463923046565169 -0.021055296466309811 leaf_weight=42.028694434733552 114.11864056070586 33.15071143820137 155.13465612885739 536.71846265255022 137.78194246215821 82.218165977311742 35.366872995362129 leaf_count=2448 3580 4924 34309 25795 8742 5385 4995 internal_value=0 -0.00374687 -0.0233766 0.00266864 0.00728114 -0.00401029 0.0238151 internal_weight=0 767.033 188.285 578.747 369.486 220 149.486 internal_count=90178 67476 39233 28243 22702 14127 8575 is_linear=0 shrinkage=0.1 Tree=1264 num_leaves=8 num_cat=0 split_feature=3 0 5 7 0 1 3 split_gain=4.31876 9.42226 9.93184 6.50921 7.01455 6.42836 4.02762 threshold=8.7962391824311101 9.1580241395897115 11.344126445715835 9.653670470848942 8.5887716020283307 9.7753239505468699 8.277179967378073 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.0024083186147105641 -0.020026876474627534 -0.036904243990294024 0.010005832355693429 0.0092630609704048867 0.021212107502622039 -0.099354819872469233 -0.088764448694062137 leaf_weight=264.04351630956398 163.08381498532594 51.849834562213459 308.32805891332544 6.3801096918703051 238.6907030411403 10.007190049517019 10.316614494972553 leaf_count=21815 12000 12255 24751 476 17301 1023 557 internal_value=0 -0.00605501 0.00316936 0.00674419 0.00882615 -0.0251576 -0.0528997 internal_weight=0 533.269 360.178 519.431 502.734 173.091 16.6967 internal_count=90178 50029 37006 40149 39116 13023 1033 is_linear=0 shrinkage=0.1 Tree=1265 num_leaves=8 num_cat=0 split_feature=0 7 6 7 9 5 3 split_gain=5.18377 18.6413 9.85647 9.44868 11.1344 6.59115 4.17159 threshold=11.883054026862572 11.472174393209933 11.0024290428883 13.756190998553555 10.034994439797606 13.392789936838307 11.783321077832305 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.004777714354330863 -0.12690233765046369 -0.11776227409936642 0.045247073959779546 -0.10705561364088303 0.024516281018140625 -0.041462815286165813 0.01284547555571422 leaf_weight=451.38696582277669 12.054638118176852 3.1901978998230325 33.719926486148324 10.267948428377393 180.9600533503077 35.316623283864828 3.6413792291477867 leaf_count=76854 526 84 1272 303 10058 950 131 internal_value=0 -0.0244476 0.0284232 0.00178126 0.00363088 -0.0653788 -0.07691 internal_weight=0 84.2814 36.9101 646.256 632.347 47.3713 13.9093 internal_count=90178 2832 1356 87346 86912 1476 434 is_linear=0 shrinkage=0.1 Tree=1266 num_leaves=8 num_cat=0 split_feature=8 6 0 3 4 9 3 split_gain=3.58843 9.21758 17.1681 8.70109 4.21462 7.14814 6.6834 threshold=14.932333816366073 7.6014999786876496 9.1104350535996694 6.7046708222886204 16.888790127502311 8.2631480668290695 6.2423815403969032 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0024967248949562637 -0.017016797740442492 0.038826586642019177 0.09099487717748922 -0.025889463823666317 -0.13141023009909958 -0.01030727170749423 0.0086651982455903821 leaf_weight=1479.4219952989533 38.557800355891231 22.124001558870077 22.552827392239124 212.82052148042567 2.4274777707178137 617.06155390680397 646.74702331806839 leaf_count=38149 1351 141 418 6597 21 26007 17494 internal_value=0 -0.0106641 0.0236681 -0.0196566 0.000905875 -0.00127501 0.0079401 internal_weight=0 296.055 61.1106 234.945 2745.66 2096.48 649.175 internal_count=90178 8507 1769 6738 81671 64156 17515 is_linear=0 shrinkage=0.1 Tree=1267 num_leaves=4 num_cat=0 split_feature=2 8 10 split_gain=5.02019 6.46679 5.21783 threshold=10.530406060197963 14.904746724265181 7.6130619515470128 decision_type=2 2 2 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.10400836240517762 -0.080429725088013548 0.017603810483871923 -0.00058443344512200358 leaf_weight=3.6465449009319846 8.9698792263820888 163.9781382721776 3588.0999362753764 leaf_count=3929 42830 1482 41937 internal_value=0 1.27037e-06 0.000214931 internal_weight=0 3761.05 3752.08 internal_count=90178 86249 43419 is_linear=0 shrinkage=0.1 Tree=1268 num_leaves=8 num_cat=0 split_feature=10 1 1 10 10 3 5 split_gain=5.23545 35.0799 17.8413 15.9013 14.2703 7.35756 6.34846 threshold=9.9136803710815418 9.7753239505468699 9.8798205506575787 10.115975271456419 9.6874165039918321 9.3831211344862542 12.311168924783212 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.0017461040023597106 0.057981653336349914 -0.07677080721178392 -0.037703667482582311 0.0084597804124268341 0.025470389663977373 -0.011245864402039202 -0.01588083712901928 leaf_weight=3047.3134526093436 85.652826238866396 70.028585074233888 88.757999776967495 441.34453064660727 204.64578484477261 18.302427817815328 23.369563158229539 leaf_count=55471 1054 2551 3238 23140 3449 596 679 internal_value=0 -0.0017705 0.00813333 0.000673941 -2.60667e-05 0.0458024 -0.0618649 internal_weight=0 3345.36 634.058 530.103 3251.96 103.955 93.3981 internal_count=90178 62150 28028 26378 58920 1650 3230 is_linear=0 shrinkage=0.1 Tree=1269 num_leaves=8 num_cat=0 split_feature=10 5 1 3 4 3 1 split_gain=3.26363 5.15093 4.6627 2.77821 1.48421 1.19708 0.466298 threshold=12.285978664902375 12.922214371491485 10.16953907233512 11.358176366560647 15.251255540366232 11.698354227018397 11.513173183645138 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.0063426014055601365 -0.12369108711031847 -0.081663684538738554 0.015250142288664024 0.048778219186214611 -0.037023613587064533 -0.023666260864542595 -0.017913794690868162 leaf_weight=230.84295516779036 3.2348844608501981 6.8268268631346682 174.92244233987685 2.5563349239380377 6.2326759522157431 5.3688910411161714 2.1325638503136588 leaf_count=65800 209 7443 11684 412 699 1866 2065 internal_value=0 0.00124378 0.00298048 -0.0418019 -0.0756239 0.00254827 -0.0698119 internal_weight=0 414.725 405.765 17.3928 9.46756 7.92523 8.95939 internal_count=90178 86992 77484 3186 908 2278 9508 is_linear=0 shrinkage=0.1 Tree=1270 num_leaves=5 num_cat=0 split_feature=1 9 1 2 split_gain=3.21386 3.88808 6.45011 6.42615 threshold=6.3193560299700344 5.9991806917619623 7.53007672291261 14.791210430462753 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.068568371853746451 0.040790959759285872 -0.018788382501389707 0.0013853293255815921 -0.071402323726254019 leaf_weight=5.752852237357728 43.453125305650246 169.72668768573521 2209.817177323243 4.8474217113753175 leaf_count=380 768 2637 86292 101 internal_value=0 0.000514976 -6.08972e-05 0.0283114 internal_weight=0 2427.84 2379.54 48.3005 internal_count=90178 89798 88929 869 is_linear=0 shrinkage=0.1 Tree=1271 num_leaves=8 num_cat=0 split_feature=0 10 1 1 9 1 5 split_gain=3.00381 13.9845 18.7665 17.477 8.26916 7.17359 5.6941 threshold=9.0320759176295606 9.3115016994345652 9.2455522078301513 9.1282611184157858 8.0309492933225837 9.3600827269711875 11.642120317757486 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0015454818185351175 -0.061450661103502724 0.10352289711383539 0.014430543888698322 -0.053717319798838141 0.020656742731834689 -0.0096450681137476707 -0.011667167982234132 leaf_weight=1586.9298380319597 39.494111848592581 27.807235548333722 134.52838910545069 58.366523996156275 114.80983571251954 239.10378603760654 54.489077322283606 leaf_count=32666 2408 1137 5131 2272 7072 36863 2629 internal_value=0 0.00232389 0.030232 -0.000446392 -0.00681527 0.000215367 -0.0330142 internal_weight=0 1807.63 162.336 1645.3 447.897 353.914 93.9832 internal_count=90178 41206 6268 34938 48972 43935 5037 is_linear=0 shrinkage=0.1 Tree=1272 num_leaves=8 num_cat=0 split_feature=1 10 2 5 5 5 1 split_gain=2.89943 6.97415 4.2209 4.94131 4.5255 3.97376 0.962969 threshold=7.729124636002541 7.7338523840769797 12.029007267547847 8.5716343871812661 9.6383445967260339 10.516113252451268 7.7959439481576203 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.051150585490845446 0.030981762551022231 0.015096212128669424 0.0078336470608617939 0.057163202274854878 -0.051671497537761971 -0.0019839874372496783 0.13415178771081274 leaf_weight=5.3110627981657244 2.100733294962537 159.70345657718292 18.684797555103614 12.059439178628962 37.885846636084807 892.83459235806629 3.3149510228545296 leaf_count=81 182 13502 811 168 4290 70940 204 internal_value=0 0.00125367 -0.0191001 0.0230644 -0.0322228 0.000619491 0.105199 internal_weight=0 1057.95 73.9411 17.3705 56.5706 1052.54 5.41568 internal_count=90178 84828 5350 249 5101 84442 386 is_linear=0 shrinkage=0.1 Tree=1273 num_leaves=5 num_cat=0 split_feature=6 7 6 6 split_gain=4.2285 4.23907 7.14476 6.78949 threshold=15.120249453586034 3.5270361845031446 5.2808713649943622 7.6913145057526835 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00034870570452601082 -0.093025878354076885 -0.072993507853764919 0.0032815790307418216 -0.0667129333356513 leaf_weight=44.152573609430448 3.8417147492459653 11.439372475615754 967.32457448862328 22.694558917093417 leaf_count=2277 354 657 85416 1474 internal_value=0 0.000643182 0.00231652 -0.0235305 internal_weight=0 1045.61 978.764 66.8471 internal_count=90178 89824 86073 3751 is_linear=0 shrinkage=0.1 Tree=1274 num_leaves=6 num_cat=0 split_feature=4 3 8 10 5 split_gain=5.20683 5.23719 11.3492 8.77795 1.65007 threshold=22.005150708497776 10.743367559408187 14.911370549600658 10.035832483882487 14.784570124804917 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.060672505621148565 -0.099812578121301856 -0.072372937770223952 -0.0017816245206054159 0.01705275952451988 -0.011601752564072585 leaf_weight=34.225026880527935 5.9346078101399353 10.595885860572023 461.98514012422834 211.55866283744126 3.4746547430913779 leaf_count=42527 311 518 37508 9273 41 internal_value=0 -0.000245457 -0.00595735 0.0124823 -0.071482 internal_weight=0 718.365 496.21 222.155 9.40926 internal_count=90178 89826 80035 9791 352 is_linear=0 shrinkage=0.1 Tree=1275 num_leaves=8 num_cat=0 split_feature=6 7 8 10 5 8 8 split_gain=3.53329 5.01484 4.65418 4.39852 3.63855 11.276 4.89268 threshold=13.564787983629468 10.632668222387311 14.868435148513482 13.968651880388778 9.6383445967260339 14.927628583228445 14.899147067329563 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.041996222254386768 -0.042279541806658855 -0.019185687586297004 0.069468951030161694 0.069662575068970986 -0.018107980568358033 -0.028621625175089028 -0.00028437348588912433 leaf_weight=65.547414093248335 3.6815339612367124 28.591276672232198 24.333389590028673 5.8657405009726054 162.29076291720321 33.397592846711632 2711.070181876963 leaf_count=2263 57 1129 453 131 37886 552 47707 internal_value=0 0.0231993 0.0538327 -0.0025226 -0.000645033 0.0181122 -0.00129702 internal_weight=0 62.4719 28.0149 34.457 2972.31 98.945 2873.36 internal_count=90178 1770 510 1260 88408 2815 85593 is_linear=0 shrinkage=0.1 Tree=1276 num_leaves=8 num_cat=0 split_feature=0 7 6 3 3 2 10 split_gain=4.71774 5.7806 5.09742 7.45626 7.31687 2.00626 0.785111 threshold=12.907788471437533 9.5146456435591951 10.271758836074349 7.4126353286476485 9.0887261744609606 16.013702844052908 11.908133443415979 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0013296120104272554 0.028344571115833384 0.03065809578918029 0.05433083945310177 -0.021252909123725364 0.010836968855425708 -0.059017114199044152 0.11638726453400071 leaf_weight=2955.5169349788935 2.0581235078716436 4.5759479442867796 13.110812698149742 181.02411711248135 592.53326046983693 3.5574067230918445 7.0656756950775161 leaf_count=49391 56 425 189 16960 22930 98 129 internal_value=0 0.0507969 -0.000160507 -0.0158961 0.000704718 -0.0107318 0.101288 internal_weight=0 17.2572 3742.19 194.135 3548.05 8.13335 9.1238 internal_count=90178 708 89470 17149 72321 523 185 is_linear=0 shrinkage=0.1 Tree=1277 num_leaves=8 num_cat=0 split_feature=0 6 8 3 10 1 1 split_gain=5.47073 11.9233 21.9 20.5515 11.7075 22.885 12.9153 threshold=8.6208051109983774 8.2151902097263925 14.92740058012337 7.9832078794497372 9.2536141247924188 9.1855227830102191 9.3075350782720907 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.028780900409207805 -0.0084212738018635182 -0.030029332328298027 0.0050448464129845732 0.02446402199396696 0.022635132423769161 -0.070615914414657713 -0.0026172469817894212 leaf_weight=236.38603402683975 613.27065680847193 80.54636172035498 987.18253007892054 460.33979578989147 239.14716273748991 64.533477620002373 1292.2784406029223 leaf_count=11661 14744 1353 7318 7739 3312 1944 42107 internal_value=0 0.0039596 -0.00150825 0.0163087 -0.00350629 -0.0144381 0.00133836 internal_weight=0 1764.45 1223.57 540.886 2209.23 677.804 1531.43 internal_count=90178 28071 18979 9092 62107 16688 45419 is_linear=0 shrinkage=0.1 Tree=1278 num_leaves=8 num_cat=0 split_feature=8 6 2 3 5 2 3 split_gain=3.33463 8.27233 6.73737 3.30424 3.11854 3.08342 0.649723 threshold=14.582277153272187 6.3752834714674353 13.685330519301173 10.344274622172561 12.378564886830366 12.970039582877137 8.7107914633175945 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.011870088536708102 -0.041369733552822939 -0.05903821871510713 0.0013313782246883539 -0.015460439251501399 -0.070555044774467918 0.075529704455668922 -0.11339573162425121 leaf_weight=69.25681509639611 3.6114148372803907 18.651762659379187 311.15218605352356 4.580794213688935 3.9182248341967343 13.75109448067087 5.8658448809341621 leaf_count=1981 3188 12664 70580 57 200 623 885 internal_value=0 -0.00503684 -0.00225092 0.0163751 0.00656486 0.0531694 -0.0925176 internal_weight=0 339.281 329.804 91.5069 73.175 18.3319 9.47726 internal_count=90178 87317 83244 2861 2181 680 4073 is_linear=0 shrinkage=0.1 Tree=1279 num_leaves=6 num_cat=0 split_feature=8 5 8 3 1 split_gain=3.12695 3.15601 13.8575 8.59639 0.0665827 threshold=14.923390718400364 10.367456900581763 14.900477465854346 7.2820048901685555 9.5885460026329081 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0035231868456707324 -0.073002369265054476 0.050491175260871629 -0.092582790982749366 0.0012028557347066552 -0.026084116111091002 leaf_weight=346.36484885519894 4.5280323847026969 35.016290524268697 17.405467738795778 2025.9065658815107 2.000680055996412 leaf_count=8169 20168 563 1672 50677 8929 internal_value=0 0.000547769 -0.00802659 0.00206437 -0.0639989 internal_weight=0 2424.69 363.77 2060.92 6.52871 internal_count=90178 61081 9841 51240 29097 is_linear=0 shrinkage=0.1 Tree=1280 num_leaves=8 num_cat=0 split_feature=6 1 9 0 0 0 6 split_gain=2.85238 6.73494 9.1297 8.73349 6.1029 4.43386 2.74086 threshold=7.3474541359532113 9.3707325628495592 7.6406721245370868 10.868669520875644 7.1203607740439248 9.0320759176295606 7.9447834613455282 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0077118340285408683 0.12686474588857433 -0.096731688343826019 0.042887251714969432 0.091267803035833581 0.0048557771563206634 -0.006952957827635331 0.0073301544237500188 leaf_weight=476.41311922232558 4.6813618594057962 13.925028552027699 37.544704843057616 2.1395572209282809 1293.6209173082443 420.52678391765835 3.0909512427733716 leaf_count=9891 57 2164 2108 259 29300 46318 81 internal_value=0 -0.00599944 -0.00393946 -0.0678119 0.00238333 0.00195641 0.085582 internal_weight=0 530.022 513.958 16.0646 1721.92 1714.15 7.77231 internal_count=90178 14422 11999 2423 75756 75618 138 is_linear=0 shrinkage=0.1 Tree=1281 num_leaves=8 num_cat=0 split_feature=4 1 7 2 4 8 8 split_gain=2.78177 4.72698 3.6799 6.06168 3.60376 3.37344 2.82832 threshold=20.959836909431807 12.704286473103929 12.579989281376774 14.48752350677454 15.329522413785304 14.899147067329563 14.890626881336633 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.0044445877793966009 0.059977029477077608 0.0014020037893520982 -0.0030296217201355342 0.097976999566675618 -0.0072417849824974847 -0.015137511807417915 -0.10913712266132836 leaf_weight=479.59468380746057 24.889041844173335 7.0718905692920071 14.861911909812308 8.8352129342197241 584.30025457553529 7.3200922159326174 2.4231175781096681 leaf_count=43245 236 45 1393 550 44285 359 65 internal_value=0 0.024928 -0.0010904 0.0370719 -0.00197444 0.0429642 -0.0345185 internal_weight=0 41.7041 1087.59 23.6971 1063.89 32.2091 9.49501 internal_count=90178 705 89473 1943 87530 595 110 is_linear=0 shrinkage=0.1 Tree=1282 num_leaves=5 num_cat=0 split_feature=8 8 8 8 split_gain=4.2477 4.50929 8.44383 7.66537 threshold=14.891696904234349 14.889955778994116 14.890123011153568 14.85291165514945 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0073097098457060835 -0.076532897224914659 0.05267829372477522 0.0040016042088593445 -0.012440529639529203 leaf_weight=371.60330776853698 6.1821396285331494 41.846715319668874 212.9941571886211 414.92194116914652 leaf_count=9961 57852 3550 12425 6390 internal_value=0 0.000635808 0.0121693 -0.00311186 internal_weight=0 1041.37 254.841 786.525 internal_count=90178 32326 15975 16351 is_linear=0 shrinkage=0.1 Tree=1283 num_leaves=8 num_cat=0 split_feature=5 9 10 3 1 10 10 split_gain=5.21968 14.5988 6.9109 6.10536 11.7645 7.75695 3.89417 threshold=14.97309612268935 10.774259555737961 11.492609472561396 10.743367559408187 11.702900646262416 10.035832483882487 11.438724266489487 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.001065529161005614 -0.05141378131336434 -0.10233648718575794 0.026473651600819648 -0.065988006836730159 -0.064997205107561101 0.020429445217528555 -0.17030746622336923 leaf_weight=455.97645739703466 6.3080343298845474 3.985107354354116 24.390049409303174 10.031044651235332 29.725422307197505 187.06828086465566 6.4937595368319307 leaf_count=79019 145 84 401 478 1052 8921 78 internal_value=0 -0.0353266 0.00551517 0.00092165 -0.00510372 0.0157205 -0.119693 internal_weight=0 41.177 28.3752 682.801 485.702 197.099 12.8018 internal_count=90178 708 485 89470 80071 9399 223 is_linear=0 shrinkage=0.1 Tree=1284 num_leaves=8 num_cat=0 split_feature=0 9 9 5 1 1 1 split_gain=3.64592 18.0751 8.82711 15.7947 8.33324 7.35397 6.69866 threshold=8.8431887611381814 7.9613526148726157 7.4933371993087468 9.9384965954451534 9.6660008048806585 8.7980431781437201 9.0091308657609428 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.0049072730795050703 0.0055298209376780337 -0.01323323253137889 0.09056695398844565 -0.024818552760944565 0.0034147466570885916 0.013796420394581139 0.036155047646796529 leaf_weight=791.46741365122398 113.92876429832813 445.7541027198713 11.439416090972371 269.64359559713012 918.65357588084589 285.11364652267002 192.30418544230724 leaf_count=21078 3790 14986 493 6682 31751 6918 4480 internal_value=0 0.00290304 -0.00407157 -0.0198182 -0.00202988 5.42791e-05 0.0248165 internal_weight=0 1670.64 1357.66 281.083 1364.41 1076.58 306.233 internal_count=90178 55007 35171 7175 46737 27996 8270 is_linear=0 shrinkage=0.1 Tree=1285 num_leaves=8 num_cat=0 split_feature=8 5 0 0 5 2 10 split_gain=5.01167 8.22146 15.4764 11.5372 4.47117 6.78785 4.53488 threshold=14.936789616334687 12.173478403075636 9.7267231944542853 7.9169065306143329 11.138666290884771 14.571220060887315 11.056035179437947 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.00022158315200836859 0.040063698797717207 0.16380391011338652 0.033060653131620536 -0.014378255128977668 0.037809521526180299 -0.079585205093062966 -0.011778428402341766 leaf_weight=3024.6611391492011 7.8054626451339599 2.6683646644767114 145.48119488758539 456.41898342016361 85.30603568116203 9.4918768467032333 22.941475389758125 leaf_count=54558 87 108 12607 21489 562 600 167 internal_value=0 -0.000496846 0.00131572 -0.0129888 0.0197478 -0.0263546 0.0272885 internal_weight=0 3629.23 3170.14 459.087 125.545 17.2973 108.248 internal_count=90178 88762 67165 21597 1416 687 729 is_linear=0 shrinkage=0.1 Tree=1286 num_leaves=8 num_cat=0 split_feature=7 10 0 8 9 9 9 split_gain=5.14879 12.7354 19.848 8.83427 26.6241 15.2991 7.27392 threshold=5.9543022019664429 7.8993213645752016 8.2347183858967803 14.93042045828112 7.2776108089207234 6.4413301369241518 5.6591766761881122 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0076020437800126935 0.081841545860794757 0.019247291820343758 -0.0057279834686772176 0.037751882546118387 0.028730780353098714 -0.0091593352790726411 -0.054898539537444703 leaf_weight=382.32491513976674 3.2838092800006953 376.46323829460016 2025.7938427983536 77.397612383123487 425.08195760960598 613.48991367721464 60.578634112760483 leaf_count=8608 45 5246 58112 621 10208 4938 2400 internal_value=0 -0.00298902 -0.00180767 0.00444139 0.0115383 -0.00385707 -0.046714 internal_weight=0 2466.12 2402.26 1498.29 807.407 690.888 63.8624 internal_count=90178 65803 63358 24375 18816 5559 2445 is_linear=0 shrinkage=0.1 Tree=1287 num_leaves=8 num_cat=0 split_feature=4 9 4 1 3 4 6 split_gain=3.15491 4.4664 4.07404 3.44776 1.60316 0.47644 0.453985 threshold=18.869674688752287 12.061302044784167 15.092955020725205 11.4059079734074 11.416846380690693 13.927496429543115 8.8422554902715795 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0074544849496090059 -0.012475245518062101 -0.022215567319956026 0.012908915152961456 -0.015460944868820249 0.057836515976922555 -0.089317164526212856 -0.065094861406270355 leaf_weight=182.0672886315443 2.4344280131877047 2.3379678850242263 211.1878194187382 7.6645514226879623 3.5980563022012575 4.5893084773937858 14.825432314722205 leaf_count=39123 981 141 45752 476 464 1633 1608 internal_value=0 0.00199676 0.00348617 -0.0318749 0.0107623 -0.0723295 -0.0587628 internal_weight=0 400.182 393.255 28.5225 11.2626 6.92728 17.2599 internal_count=90178 86649 84875 3529 940 1774 2589 is_linear=0 shrinkage=0.1 Tree=1288 num_leaves=8 num_cat=0 split_feature=7 10 9 3 8 8 9 split_gain=2.98923 5.41344 7.38327 5.01207 5.19126 5.08292 0.307301 threshold=4.6894622420891698 6.8180742650732657 6.3439606388843899 8.9079787807622193 14.572237689267261 14.285776060475134 5.8676095620559154 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.044439909398455962 -0.030325591751988554 0.027712478524566431 0.00067697657618807298 0.020894146036610727 -0.0077656014085654068 -0.056516558742097482 -0.080999023742128182 leaf_weight=19.820862304084699 3.5117577723086111 105.31777961836724 2025.9657225093333 10.445884765984372 223.21213087235503 35.796972276244333 6.6564112476834794 leaf_count=392 78 1640 79584 391 5724 2163 206 internal_value=0 0.00166237 0.00202531 -0.00915113 -0.00334326 -0.038958 -0.0677805 internal_weight=0 2141.45 2131.28 289.276 243.033 46.2429 10.1682 internal_count=90178 81508 81224 8670 6116 2554 284 is_linear=0 shrinkage=0.1 Tree=1289 num_leaves=8 num_cat=0 split_feature=6 3 5 2 5 7 2 split_gain=3.02086 7.52934 6.18506 5.15386 4.91617 6.67555 4.84207 threshold=9.4079915832750185 9.2512595335508347 10.111854075392726 13.796726205957029 13.684452755866465 4.0166615945468465 15.281584004078644 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0202617592525728 -0.062551466947485243 0.090138371651318105 -0.026988440039681025 0.0020327586451947977 -0.090754645439294956 0.013082963064306785 0.033291200704823241 leaf_weight=109.7918075212674 11.081243115083963 3.7019113334912381 137.78460260159034 1616.7712038970624 8.4274814421333399 359.20382632883627 4.0841340681440661 leaf_count=5446 692 1720 9577 42637 4326 24746 1034 internal_value=0 -0.00121883 -0.0233128 0.000604147 0.00852145 0.0106571 -0.0507956 internal_weight=0 1868.05 141.487 1726.56 382.797 370.285 12.5116 internal_count=90178 59380 11297 48083 30798 25438 5360 is_linear=0 shrinkage=0.1 Tree=1290 num_leaves=8 num_cat=0 split_feature=1 10 7 8 9 0 0 split_gain=2.75945 7.39069 6.11262 7.00964 5.24832 4.99251 3.54971 threshold=9.9765741291578234 10.035832483882487 9.8497260217093139 14.87965296985381 10.414649124261979 9.0763731546614093 10.991102804295361 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.035274774558457192 0.037421858221708883 0.010294507316398839 0.085140134739452339 -0.0026475674739086623 -0.013316011777986626 0.0068878653757525046 0.14463879734496021 leaf_weight=73.455233559441695 32.344197179324055 270.0830280001943 12.168392335486002 571.42659872773356 143.26238097022588 21.92550646626583 2.655111921929346 leaf_count=6288 1919 14716 695 55451 9206 1846 57 internal_value=0 0.00588889 -0.00421024 -0.00641283 0.00209889 0.036447 0.0493474 internal_weight=0 448.345 678.976 644.882 413.345 34.0939 34.9993 internal_count=90178 25898 64280 61739 23922 2541 1976 is_linear=0 shrinkage=0.1 Tree=1291 num_leaves=8 num_cat=0 split_feature=4 7 7 8 8 8 0 split_gain=4.21773 8.36618 7.95519 5.71626 26.935 17.2619 5.60186 threshold=16.153969215803212 8.3235197672119323 11.368128635468112 14.820894537509451 14.792226499180844 14.85291165514945 8.9549965196770938 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0055097612321988116 -0.042147709683905882 0.02306262270364004 -0.04863825570325165 0.050238784738072674 -0.096558201313844572 0.0017030210880396317 -0.0086003442244171474 leaf_weight=173.9316454834252 77.408600118611275 100.71621851470178 17.290563120810759 87.792284463990654 29.35076459838092 419.78042626786078 138.20808094321399 leaf_count=5555 7203 11523 3598 1124 729 51354 9092 internal_value=0 -0.00910205 0.0122365 0.00451023 -0.00962777 0.0101803 -0.0207832 internal_weight=0 333.623 118.007 710.855 203.282 507.573 215.617 internal_count=90178 31416 15121 58762 6284 52478 16295 is_linear=0 shrinkage=0.1 Tree=1292 num_leaves=8 num_cat=0 split_feature=0 9 9 10 10 4 4 split_gain=5.5495 18.9046 12.5071 12.802 11.5785 8.66247 1.43023 threshold=10.536440514196281 9.5557149643146442 9.1496190301800855 10.66095657142532 10.334215978571264 17.894639914780125 15.38933965767618 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.0026052953704849857 -0.041485308976271791 -0.08624851165214964 0.037445384917681367 -0.097388192408891572 0.00012938196267820641 -0.017353359324716388 -0.12257068156589866 leaf_weight=242.8959720647477 4.1393004884587326 15.524257515927159 140.53170090573531 14.142686451336941 254.90444721953645 35.594755859315455 14.242497285248076 leaf_count=64373 251 1239 10679 740 10830 1624 442 internal_value=0 -0.0119857 0.00588377 -0.00817761 -0.00512873 0.0263352 -0.107394 internal_weight=0 288.811 433.165 257.039 270.429 176.126 18.3818 internal_count=90178 12762 77416 65113 12069 12303 693 is_linear=0 shrinkage=0.1 Tree=1293 num_leaves=8 num_cat=0 split_feature=8 6 1 0 8 2 5 split_gain=3.39204 5.33979 8.29852 5.30507 4.67936 2.84742 0.897734 threshold=14.285776060475134 4.9317471713750249 9.9260712327267751 7.6292039315387203 13.719082120470867 8.0459400115095168 12.507091176668071 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.032253752355669345 0.054745464891431284 -0.018729448063899659 -0.026427618463865588 0.00061958910002176651 -0.099489177040389482 -0.035750767608592991 -0.016124272880973137 leaf_weight=10.109642308205368 40.133665135304909 148.2895674170577 17.434998165350407 2786.7392363115287 7.8916432475316451 12.845770731672017 2.0225530741736293 leaf_count=67 549 3577 235 84731 678 309 32 internal_value=0 0.000232439 0.0301303 -0.000364049 -0.0315926 -0.00570515 -0.0855179 internal_weight=0 2992.6 57.5687 2935.03 32.8696 22.9554 9.9142 internal_count=90178 89092 784 88308 1086 376 710 is_linear=0 shrinkage=0.1 Tree=1294 num_leaves=8 num_cat=0 split_feature=10 7 2 1 9 9 1 split_gain=4.61086 13.781 24.352 10.9924 10.845 15.6858 13.0293 threshold=8.6056813960553473 4.3447456515966687 12.307356662095911 8.6892393313575464 7.9079633348797662 6.8894159018657755 7.6952505416976464 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.002534840005780047 0.24313232941043711 -0.022550200882505863 0.020504369667686987 -0.0015628047074012592 0.096036226964878249 0.021743021929591485 -0.075992183562502966 leaf_weight=677.45054767154659 4.1316789556810809 280.6378532844692 124.89396911140534 2192.8088927063582 4.3080595403371253 437.11276764778211 28.03626090853254 leaf_count=10010 309 4057 2932 62620 128 9024 1098 internal_value=0 -0.00228558 0.0294484 -0.00395219 0.00532218 0.00699748 -0.0508861 internal_weight=0 2602.47 129.026 2473.45 1146.91 1114.56 32.3443 internal_count=90178 69918 3241 66677 20260 19034 1226 is_linear=0 shrinkage=0.1 Tree=1295 num_leaves=8 num_cat=0 split_feature=4 3 9 0 10 10 10 split_gain=5.48693 13.8289 17.7918 10.6722 13.555 12.7873 7.68763 threshold=13.835981011651416 8.8386479940103904 7.6278598411099408 8.4856532054216007 8.5132130099455274 9.423934991684586 10.099831074715254 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.0095404916868906866 -0.0032628215121264154 -0.039225665728101551 0.025685468278132381 -0.010911180205870653 0.020582084831273391 0.0050208033064824157 0.01148951701699067 leaf_weight=559.38087807264969 411.62820870477503 163.81176239545351 191.68325822571478 918.186274679701 564.70865185786442 1113.8095259109252 36.034054880017095 leaf_count=9830 7625 5326 3495 18910 7023 36007 1962 internal_value=0 -0.00676167 -0.000528079 0.00194892 0.0105359 -0.00218012 -0.0300696 internal_weight=0 950.91 751.064 3008.33 976.337 2032 199.846 internal_count=90178 20613 13325 69565 14648 54917 7288 is_linear=0 shrinkage=0.1 Tree=1296 num_leaves=7 num_cat=0 split_feature=2 5 1 7 5 7 split_gain=3.13002 3.62216 5.41116 4.9333 1.62622 0.0729638 threshold=17.153833041639519 11.892278411638136 11.118785331983942 7.9257272972350474 11.811138932055806 8.3235197672119323 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.0060903614384047238 -0.044284475458167147 -0.049225364462347182 0.012100154107048115 0.017197043042655624 0.0045260954221657641 -0.11712458248379648 leaf_weight=197.74445131950472 2.2156132480054103 31.671890351614024 25.131101604624405 166.88496648841931 2.2747509924556653 2.0318173433479387 leaf_count=47255 80 20987 7190 14392 223 51 internal_value=0 0.000910451 -0.0223534 0.00458579 -0.0641676 -0.0948087 internal_weight=0 421.432 56.803 364.629 6.52218 4.24743 internal_count=90178 89824 28177 61647 354 131 is_linear=0 shrinkage=0.1 Tree=1297 num_leaves=7 num_cat=0 split_feature=4 8 2 2 1 9 split_gain=3.15931 3.68077 6.35713 6.08863 2.12446 2.24158 threshold=6.2674495412130637 14.390433651313669 14.85730898318131 13.507949299309066 7.5754150635758029 7.7901639522871173 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.016016100161760919 0.05655320381952933 -0.024682528147450599 -0.046967353088725405 0.001194785744060898 -0.10531429335438768 0.0012876395783255486 leaf_weight=3.2336310456539641 25.257642836567811 93.679492762648806 6.8364515916937298 2291.7079301670619 5.6301442172480147 2.7738471430111531 leaf_count=226 705 12224 503 75957 209 354 internal_value=0 0.000628188 0.0337491 0.000168609 -0.0495017 -0.0737335 internal_weight=0 2417.48 32.0941 2385.39 11.6376 8.40399 internal_count=90178 89389 1208 88181 789 563 is_linear=0 shrinkage=0.1 Tree=1298 num_leaves=8 num_cat=0 split_feature=4 8 10 4 2 0 3 split_gain=2.81237 5.58616 5.15741 4.64042 4.22736 3.79257 1.79088 threshold=18.665636714938604 14.891696904234349 8.8502099698224264 18.495626961458719 14.615615822757855 10.006136745501419 8.998466852765171 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0014636438182678256 0.065118564372882382 -0.091122944335015735 -0.015919904582294149 0.12365804069427791 0.0099135840632463539 -0.02104609288222585 -0.00051017928749030981 leaf_weight=2101.3121867637315 6.4033452202491281 12.540731360250332 29.672624121293516 4.8310666597733825 7.8719956963324904 76.614394767643716 9.449840902129834 leaf_count=65454 263 517 2367 362 344 19783 1088 internal_value=0 -0.0210849 -0.0398529 0.00102781 0.0590387 0.000662508 0.0282892 internal_weight=0 58.0665 42.2134 2190.63 12.7031 2177.93 15.8532 internal_count=90178 4235 2884 85943 706 85237 1351 is_linear=0 shrinkage=0.1 Tree=1299 num_leaves=8 num_cat=0 split_feature=0 2 6 5 7 4 6 split_gain=2.50011 8.57441 12.5159 6.74727 5.5461 10.4704 10.3166 threshold=9.9905076069232894 14.642425702560944 6.7270581027060787 12.429511598213832 8.1438835056640304 10.857215083691729 9.7312057715141389 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0062781998468111437 -0.069833878919663625 0.048341052657553119 -0.031654039384897602 -0.028940605809384165 0.028784012953988577 0.026956199795090736 -0.019704623671700072 leaf_weight=514.42464751641205 11.092087002660092 21.309800069744199 162.76530524811488 59.822613958058355 62.899025074462998 154.42736481964295 139.1383235919036 leaf_count=25934 308 2196 37037 2309 2701 6015 13678 internal_value=0 -0.00346316 -0.0221821 0.00256532 0.00657481 0.0200895 -0.00454154 internal_weight=0 758.322 184.075 574.247 367.557 165.519 202.037 internal_count=90178 67476 39233 28243 22702 6323 16379 is_linear=0 shrinkage=0.1 Tree=1300 num_leaves=8 num_cat=0 split_feature=3 5 2 2 2 7 3 split_gain=4.19216 11.0363 11.1352 10.0991 6.33083 5.57562 2.47011 threshold=9.2237323948137391 12.716688006995051 13.129790129782949 14.18802104426452 12.673578259141348 11.368128635468112 6.7046708222886204 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.03661242097133937 0.072408885456516345 -0.035883531567341434 -0.025951318508886892 0.039603678826084239 0.0069924811633905156 -0.082927531780483968 -0.056759719565463496 leaf_weight=2.5567214364110411 11.191367108306791 23.067885964526113 220.20455623191305 67.252952086524715 691.63214423256727 5.9697777299957115 21.009603114153293 leaf_count=197 2077 7291 20377 4664 53950 371 1251 internal_value=0 -0.00935297 -0.0209031 0.0201425 0.00435659 0.00610538 -0.0455517 internal_weight=0 321.717 231.396 90.3208 721.168 697.602 23.5663 internal_count=90178 34409 22454 11955 55769 54321 1448 is_linear=0 shrinkage=0.1 Tree=1301 num_leaves=8 num_cat=0 split_feature=1 9 7 9 4 3 8 split_gain=5.36985 6.75011 6.48947 7.80655 6.06237 4.99785 1.74475 threshold=13.36497818431652 12.418031200981165 13.756190998553555 11.799389559044503 10.656045274559625 12.055624246370735 14.931439438905384 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.080697492747832056 -0.13845197234593729 -0.0713307088879781 -0.089919063944113128 0.058135487934334318 0.0031619215733593997 0.040200621840928367 -0.024181929809157579 leaf_weight=7.7334597920914794 6.154975852002055 5.7205780405415672 14.292691194820806 3.8839516001971779 670.00776771770245 9.0017957092932175 2.2434862396476092 leaf_count=3569 153 180 401 171 85329 341 34 internal_value=0 -0.0475257 0.000467389 -0.0569012 0.00208755 -0.00491689 -0.113748 internal_weight=0 23.1208 695.918 18.1766 677.741 14.7224 8.39846 internal_count=90178 708 89470 572 88898 521 187 is_linear=0 shrinkage=0.1 Tree=1302 num_leaves=8 num_cat=0 split_feature=1 9 8 6 9 9 0 split_gain=3.27236 10.7104 9.43949 7.52493 8.17295 6.54299 5.45533 threshold=10.741487922324916 10.135604993590897 14.927628583228445 11.792566147284171 8.5964758210226879 9.2711859953833962 12.600483769282265 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.00054145240685905772 0.048712494205481877 -0.012503778194902391 -0.0027107728663756333 0.06100427133200257 -0.01386665934385632 -0.0015076069939531497 0.024719544885664125 leaf_weight=2084.4125048214528 93.336503249138332 187.83606207405319 57.264730643571966 34.729001164971123 484.35665092845738 31.421788128413027 48.76990328807733 leaf_count=56058 2832 8727 572 372 19223 1407 987 internal_value=0 0.00851749 0.0292704 -0.00131657 -0.00217962 0.0317307 -0.00475945 internal_weight=0 387.207 150.601 2634.92 2568.77 66.1508 236.606 internal_count=90178 13118 3404 77060 75281 1779 9714 is_linear=0 shrinkage=0.1 Tree=1303 num_leaves=7 num_cat=0 split_feature=3 10 6 6 2 10 split_gain=4.71274 9.21264 14.8933 14.2251 6.07959 6.50434 threshold=7.9506990956577619 8.772209286679761 10.153316030557244 7.1721470686129924 10.743870808514457 7.5139353511990938 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.12116283112183174 0.010958332702839177 0.019787818590952785 -0.072684342492694162 -0.0053444665618649903 0.014775949088660837 -0.013451201475163869 leaf_weight=2.6205853822362988 1021.1026085577663 255.56353334641767 20.753477856561517 1842.5078588014201 96.583451745493676 502.16826667206794 leaf_count=189 17919 3601 513 58526 2182 7248 internal_value=0 0.00154211 0.00922409 -0.00227516 -0.008114 -0.00888089 internal_weight=0 3139.93 1041.86 2098.07 601.372 598.752 internal_count=90178 80559 18432 62127 9619 9430 is_linear=0 shrinkage=0.1 Tree=1304 num_leaves=8 num_cat=0 split_feature=2 10 5 1 1 0 9 split_gain=5.32231 13.5222 25.7948 12.8733 10.4196 15.2006 9.24785 threshold=14.437013197130748 11.056035179437947 13.07949930122852 9.1855227830102191 11.079414394101876 11.547063685880929 9.0562279573531903 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0016547379076646595 0.0026168565867931656 0.16090685243041261 -0.031139148312680533 -0.027313511609783288 0.05006268706267937 0.11065106721776088 -0.045710317011855323 leaf_weight=799.26900012044894 2771.1923028067558 12.638825616196302 13.802196138601174 257.92079786298314 10.857507516546091 12.086168513856135 71.830646580189068 leaf_count=14706 55391 1861 4374 9968 121 232 3525 internal_value=0 -0.00614275 0.0631774 -0.00793456 0.00208127 0.00312556 -0.0326867 internal_weight=0 1083.63 26.441 1057.19 2865.97 2783.28 82.6882 internal_count=90178 30909 6235 24674 59269 55623 3646 is_linear=0 shrinkage=0.1 Tree=1305 num_leaves=8 num_cat=0 split_feature=8 9 6 0 5 2 5 split_gain=3.39946 8.49241 7.97884 3.3106 3.95204 3.68952 1.38557 threshold=14.828882741269299 8.1597086361600848 12.567011086365296 8.380550640788984 8.9869286411848712 12.781319915869604 9.9087963333462792 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.021317441508310178 -0.024221709326731466 0.0012671075761285175 -0.096607526833769247 -0.032307167764684903 -0.044222259164939721 0.023587411948788221 -0.086500155091242495 leaf_weight=15.473184755304883 6.0771889869702163 232.48272947987039 7.6378092661526571 12.239691487615344 20.137691448531768 117.97101506494801 13.457043539723143 leaf_count=150 2396 32473 4077 216 997 7178 42691 internal_value=0 -0.00752178 -0.00223386 0.0107593 -0.0159404 0.0181272 -0.0692482 internal_weight=0 259.655 240.121 165.822 35.6109 130.211 19.5342 internal_count=90178 81637 36550 8541 1147 7394 45087 is_linear=0 shrinkage=0.1 Tree=1306 num_leaves=8 num_cat=0 split_feature=2 5 3 9 10 5 4 split_gain=3.05038 3.67338 5.39433 4.93356 2.80796 5.01636 1.35355 threshold=12.562335490553524 13.635837220905737 9.5765886302315675 8.5964758210226879 8.8721018654029695 12.716688006995051 10.656045274559625 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.009955782693631338 0.0013779098008595177 0.068221747126056803 -0.0093018787866987005 -0.01871705716025349 0.045704893914727547 -0.073997880347506137 -0.083592723607442118 leaf_weight=3.7096672011276466 2238.6259952809214 18.420877099961217 16.29316644304572 128.22579653672165 8.2339616686338655 4.6387572696520172 9.1065221779674612 leaf_count=246 55210 564 2907 23308 2022 5411 510 internal_value=0 0.000762245 0.0325941 0.000281806 -0.0332325 0.000344644 -0.0645417 internal_weight=0 2401.57 34.714 2366.85 25.6889 12.8727 12.8162 internal_count=90178 81989 3471 78518 8189 7433 756 is_linear=0 shrinkage=0.1 Tree=1307 num_leaves=8 num_cat=0 split_feature=10 1 1 10 10 2 0 split_gain=2.72332 26.4026 22.6759 25.892 11.4166 10.4561 7.62594 threshold=8.9748065130418535 8.9790759577833263 8.7333269886005187 8.7259237547170674 9.2430303801462212 14.172851784554849 8.0738178194193946 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.0010124148801392097 0.18508750031450238 -0.027721940440352772 0.033105410951377194 0.060448256416170271 0.005600902814668767 0.048204366608242705 -0.044944762446045887 leaf_weight=1321.7791047478436 5.2411319369755338 128.927401898602 13.016930935670869 71.291706281137294 491.72992558925881 74.764033097283118 140.78915519718521 leaf_count=22788 459 6499 485 2562 48402 2843 6140 internal_value=0 0.00565116 -0.00185928 0.002174 -0.00135462 0.0593458 -0.038168 internal_weight=0 700.662 1546.88 1393.07 620.657 80.0052 153.806 internal_count=90178 58203 31975 25350 54901 3302 6625 is_linear=0 shrinkage=0.1 Tree=1308 num_leaves=7 num_cat=0 split_feature=1 2 6 10 4 5 split_gain=2.56994 5.68502 5.48608 4.95935 4.25298 3.99274 threshold=7.9905123296523985 12.673578259141348 5.2808713649943622 7.8040919013243384 8.5314791987627139 10.637427323647822 decision_type=2 2 2 2 2 2 left_child=1 4 -3 -2 -1 -5 right_child=3 2 -4 5 -6 -7 leaf_value=-0.046813693923278443 0.12819988761397774 0.04632364850819367 -0.039012821493896066 0.014686416025677841 0.046171536613815699 -0.0019701744138057677 leaf_weight=5.5714732242340714 2.0674444878267186 7.6449790783294693 65.63402847155362 172.29899582367261 19.675676994709647 847.78315402101532 leaf_count=137 82 392 7691 15078 325 66473 internal_value=0 -0.0155951 -0.0296061 0.00123749 0.02465 0.000854868 internal_weight=0 98.5262 73.279 1022.15 25.2472 1020.08 internal_count=90178 8545 8083 81633 462 81551 is_linear=0 shrinkage=0.1 Tree=1309 num_leaves=8 num_cat=0 split_feature=6 2 8 5 2 3 0 split_gain=4.34427 5.49882 7.53734 5.97868 4.91034 8.02527 7.76772 threshold=10.753432602737652 13.199148456059392 14.88524577860194 12.156167252638125 15.071969240121403 9.2237323948137391 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0032356713639578195 -0.049103011007360198 -0.069659441003645794 0.11214558161346373 -0.0090007826741193061 0.01098291344719661 -0.022791796267371177 0.16477813247965031 leaf_weight=515.75888984020878 4.3572570746691905 25.733616262482201 5.647988021371745 42.33381402596109 291.25655403038513 152.72148031417203 2.3283736572757325 leaf_count=37945 303 2637 5638 4520 29326 9769 40 internal_value=0 -0.022382 0.0438414 -0.03261 0.00200064 -0.00273574 0.0127579 internal_weight=0 78.0727 10.0052 68.0674 962.065 668.48 293.585 internal_count=90178 13098 5941 7157 77080 47714 29366 is_linear=0 shrinkage=0.1 Tree=1310 num_leaves=5 num_cat=0 split_feature=9 1 9 8 split_gain=4.68768 4.70245 5.88699 5.57174 threshold=7.5672260585974813 13.36497818431652 12.418031200981165 14.932750403951212 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.078446126135527761 0.0036080289905915681 -0.10614238052841618 -0.0041892028569713805 -0.030734350530095673 leaf_weight=6.7900877273207234 637.43111622489664 8.317876183390128 14.662379222402249 50.018509653556748 leaf_count=31266 54216 184 521 3991 internal_value=0 -0.000448642 -0.0439793 0.00106828 internal_weight=0 710.43 22.9803 687.45 internal_count=90178 58912 705 58207 is_linear=0 shrinkage=0.1 Tree=1311 num_leaves=8 num_cat=0 split_feature=8 7 3 2 2 1 6 split_gain=3.31688 9.51035 7.01468 6.44338 4.59381 9.85591 8.62168 threshold=14.932038140668062 1.0000000180025095e-35 8.1445832038572572 13.891624545666414 15.281584004078644 9.3492030381941884 7.0889519754575963 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0019704866408265949 -0.041000610810672473 0.0041873683172882524 -0.026384523332914675 0.12133268348155697 0.028476899228061417 0.012163045141436589 -0.010789392738201183 leaf_weight=1327.9666794548211 2.8027814631350321 132.37716698710574 171.58889939214168 7.8804788738489151 61.51514887263329 783.87617310991482 531.49173014223561 leaf_count=33603 34 2394 7087 57 1256 24573 21174 internal_value=0 -0.00973739 -0.0131004 0.07888 0.00109494 0.00327889 -0.00667505 internal_weight=0 314.649 303.966 10.6833 2704.85 2111.84 593.007 internal_count=90178 9572 9481 91 80606 58176 22430 is_linear=0 shrinkage=0.1 Tree=1312 num_leaves=8 num_cat=0 split_feature=8 5 10 0 2 8 6 split_gain=4.54757 6.63116 11.082 10.3583 4.17678 4.56581 3.72432 threshold=14.936789616334687 12.922214371491485 12.083006365719474 9.8846142972933695 15.886043662583313 14.940098676709502 6.7691632404582789 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.00096019028646410947 -0.023134443194468723 -0.032186460570361439 0.033246863292770761 0.024322556424017181 -0.065838371403150978 0.030223918107895511 0.033177180580293501 leaf_weight=3274.1398966318466 12.693562413798643 137.0736224025145 30.995616866500313 169.48236559622637 10.298081315821038 7.9997244733094695 93.533467792381998 leaf_count=62703 117 8800 3012 14247 110 186 1003 internal_value=0 -0.000658384 -0.0199939 0.000290833 0.0187032 -0.0244505 0.0262952 internal_weight=0 3611.69 168.069 3443.62 124.525 18.2978 106.227 internal_count=90178 88762 11812 76950 1416 296 1120 is_linear=0 shrinkage=0.1 Tree=1313 num_leaves=8 num_cat=0 split_feature=7 10 0 5 1 3 3 split_gain=4.85284 5.5817 14.6124 5.18009 15.0891 9.39374 3.47307 threshold=9.9616133764036707 11.744293071399399 11.476149892317634 14.097259372530507 11.253084051285983 10.032417586687368 8.2127153782974904 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0006762328486282236 -0.07813123027475026 0.15855481142914887 -0.047344637929590989 0.065803162434952697 -0.041303421941548214 -0.032473233901379787 -0.022789486353342825 leaf_weight=3711.194272601098 13.33126782964615 4.7486625961290638 7.7933493186303622 38.038290381282422 19.01286604296547 86.499009445411048 62.696057640932679 leaf_count=67604 314 1066 2578 683 531 9180 8222 internal_value=0 -0.0231794 0.0365647 0.000365993 0.0300122 -8.71532e-05 -0.0333819 internal_weight=0 88.5693 12.542 3854.74 57.0512 3797.69 76.0273 internal_count=90178 12180 3644 77998 1214 76784 8536 is_linear=0 shrinkage=0.1 Tree=1314 num_leaves=6 num_cat=0 split_feature=8 5 7 8 3 split_gain=3.16577 3.76659 4.53078 3.28126 0.268194 threshold=14.937791608657685 12.562049446400332 13.329534587027906 14.67823852713458 9.4508713931084092 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0017671070112282663 0.019525879674929251 0.0099789065555236176 -0.094565119500160055 -0.073636685269909907 0.075679098110208995 leaf_weight=393.31135803205916 2.0406245313121181 7.003331404062922 3.9436036188508288 12.012624114655067 4.6281083477679203 leaf_count=73121 462 285 273 15437 600 internal_value=0 -0.00155545 0.000575757 -0.0438821 0.0632831 internal_weight=0 416.271 397.255 19.016 6.66873 internal_count=90178 89116 73394 15722 1062 is_linear=0 shrinkage=0.1 Tree=1315 num_leaves=8 num_cat=0 split_feature=1 3 8 0 8 8 4 split_gain=3.00899 5.78353 6.30822 5.63008 5.54135 5.13798 3.80575 threshold=7.2142317139668188 7.2031987994230624 14.896197410717759 7.1203607740439248 14.917301313055576 14.874443652260416 16.841379823687735 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.072381255906593348 0.0040679910297040473 0.00071257355926987833 0.092361265547144758 -0.039219753621927506 -0.078834006797556574 0.063389360283694213 0.050073233114793371 leaf_weight=2.6662984425205982 18.747136788766966 2308.3099648245507 13.368251513044013 57.282211655506671 7.7907040449367733 11.818845091876026 4.3513140297769146 leaf_count=73 375 49787 904 1301 37312 307 119 internal_value=0 0.00100457 0.0424999 -0.01907 0.000411094 0.0353376 -0.0322169 internal_weight=0 2348.22 32.1154 76.1187 2316.1 14.4851 61.6335 internal_count=90178 88378 1279 1800 87099 380 1420 is_linear=0 shrinkage=0.1 Tree=1316 num_leaves=8 num_cat=0 split_feature=8 10 1 9 1 10 10 split_gain=2.82013 5.30764 21.2994 14.8579 4.27899 7.00395 6.70412 threshold=14.899408278746956 8.816471673582063 8.8806238192001974 8.0028092215403728 7.8846647951512177 7.5650633076543903 8.1060463531400018 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0034872200940191944 -0.024315692346185094 0.056093559603012592 0.0020040882974858617 0.054289544134710023 -0.061207425752930505 0.048619766888344469 -0.0062732437942159512 leaf_weight=1147.6783494721744 20.719713901949376 85.756109692152677 453.13617093108905 45.303974144999302 22.428734261981845 32.939842557623706 438.40138981341772 leaf_count=10856 1466 1641 26639 1355 1392 1761 45068 internal_value=0 0.00247261 0.0106995 -0.00124949 -0.00595253 0.0205274 -0.00907365 internal_weight=0 1731.87 538.892 1192.98 514.49 53.6596 460.83 internal_count=90178 40491 28280 12211 49687 3227 46460 is_linear=0 shrinkage=0.1 Tree=1317 num_leaves=7 num_cat=0 split_feature=1 0 9 8 8 1 split_gain=2.49929 4.68683 4.57906 3.62734 3.18155 1.00562 threshold=7.4230347441128721 8.5190044412431067 5.9991806917619623 1.0000000180025095e-35 14.720838954779337 6.3193560299700344 decision_type=2 2 2 2 2 2 left_child=1 3 -2 -1 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.059597465305874932 0.097241005393528188 0.0063994741161718313 -0.0331837794303802 -0.042881477810704921 0.0011556003093469243 0.098418647118969596 leaf_weight=2.9265082851052275 3.8916950204907144 2.0521724883935795 26.696971829034965 37.448348899926714 1042.4493048739216 2.4025545554316068 leaf_count=21 364 51 4904 2622 82045 171 internal_value=0 -0.0231358 0.000709838 -0.0341926 0.000267926 0.0649725 internal_weight=0 44.8296 1073.04 40.3749 1069.15 4.45473 internal_count=90178 2865 87313 2643 86949 222 is_linear=0 shrinkage=0.1 Tree=1318 num_leaves=8 num_cat=0 split_feature=1 3 3 5 9 8 0 split_gain=4.07827 6.92549 4.68057 6.86529 5.0364 1.5078 1.44371 threshold=7.1050213556819095 7.2820048901685555 8.2127153782974904 9.9087963333462792 9.1268042924570985 14.582376352430854 8.0428628054091664 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.081642590879875007 0.018084326718510634 -0.042955735803263062 -0.06577661203731737 -0.00092296487296279804 -0.050042666955761511 -0.00049716377738633479 -0.1136042864420535 leaf_weight=2.3839468484512185 199.79819388054705 7.86320773979355 15.668529283664723 788.39496499598613 10.521291245708197 6.5455300798535063 6.6872181171763145 leaf_count=73 14951 614 3074 70151 557 486 272 internal_value=0 -0.0400943 0.00121113 -0.00226688 0.0144556 0.0274458 -0.0806426 internal_weight=0 23.4799 1014.38 804.063 210.319 8.92948 14.5504 internal_count=90178 1445 88733 73225 15508 559 886 is_linear=0 shrinkage=0.1 Tree=1319 num_leaves=6 num_cat=0 split_feature=6 1 0 9 5 split_gain=4.85224 5.44123 6.03066 1.17694 0.408993 threshold=6.0708020247992822 8.4539637582996292 10.536440514196281 8.6585318033535295 11.519480960160774 decision_type=2 2 2 2 2 left_child=3 4 -3 -1 -2 right_child=1 2 -4 -5 -6 leaf_value=-0.01375041532340826 -0.031289787774249435 0.0081175100003764329 -0.010705197872624153 -0.11129876167657904 -0.10406832416006358 leaf_weight=2.0750536588385833 2.2809507756815597 418.25880461619022 285.5578356564688 3.898415040261483 4.1019213250073676 leaf_count=2526 14132 58945 12498 568 1509 internal_value=0 -0.000418911 0.000476265 -0.0842437 -0.0858214 internal_weight=0 710.2 703.817 5.97347 6.38287 internal_count=90178 87084 71443 3094 15641 is_linear=0 shrinkage=0.1 Tree=1320 num_leaves=8 num_cat=0 split_feature=8 6 1 1 8 2 5 split_gain=3.14462 4.56405 6.68629 4.49186 4.21739 2.32664 0.862028 threshold=14.285776060475134 4.9317471713750249 9.9260712327267751 8.1686944782077031 13.719082120470867 8.0459400115095168 12.562049446400332 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.027935385744804433 0.04986360586767799 -0.0107912488140377 -0.023226310726694611 0.0012317395464495993 -0.097671856623535697 -0.033708538519710791 -0.015438532036277161 leaf_weight=10.147440310567619 40.366744958912022 352.39961072428014 17.243318114604335 2573.4714003989038 7.4142289936435173 12.632020134173215 2.0012385779991746 leaf_count=67 549 10789 235 77519 679 309 31 internal_value=0 0.000333869 0.027964 -0.000219533 -0.0306154 -0.00622838 -0.0833537 internal_weight=0 2983.48 57.6101 2925.87 32.1949 22.7795 9.41547 internal_count=90178 89092 784 88308 1086 376 710 is_linear=0 shrinkage=0.1 Tree=1321 num_leaves=8 num_cat=0 split_feature=4 8 8 8 10 7 1 split_gain=4.29486 6.52002 7.35252 5.68224 9.12376 6.47977 4.29354 threshold=19.282310432172093 14.93299045176016 14.940098676709502 14.93311344364446 9.1626661521175325 1.0000000180025095e-35 9.0398748733954211 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0014483264919552177 0.005894587422880084 -0.031974672599110333 0.091640571162505555 -0.077510892560904043 -0.010321765580538857 0.0084242221905954911 0.055315352145541875 leaf_weight=1909.0993047406309 28.930638560920443 32.636555734788999 4.6333740206900975 7.8928456916473797 1004.2746017423715 701.89078094443539 44.860857876785531 leaf_count=35846 420 234 34 72 46098 5692 1782 internal_value=0 0.0192213 -0.0146139 -0.000656082 -0.00261111 0.00736091 0.0362774 internal_weight=0 111.061 37.2699 3623.16 2913.37 709.784 73.7915 internal_count=90178 2470 268 87708 81944 5764 2202 is_linear=0 shrinkage=0.1 Tree=1322 num_leaves=8 num_cat=0 split_feature=4 6 3 6 6 2 7 split_gain=4.99283 9.81257 8.06231 10.7496 9.60778 7.14456 3.42833 threshold=11.208036567932256 7.0889519754575963 6.9371990863841182 5.8449386424471648 6.3054769937569635 14.955222487572579 4.0166615945468465 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.0083916908355697109 0.036350251683836494 -0.0001106930157733999 -0.040666695749484963 0.0016844923924554712 -0.07316458481532713 0.065761823692128504 -0.049588837120103008 leaf_weight=48.149549630112006 10.265493721394703 17.493343547653694 59.922120033380452 3689.0860109998252 28.724330153265782 16.705412755017278 69.300504926440908 leaf_count=1519 227 685 1426 83316 526 413 2066 internal_value=0 -0.0179253 0.000520759 0.00099691 -0.0441428 0.0114174 -0.0397313 internal_weight=0 151.649 3788 3749.01 38.9898 64.855 86.7938 internal_count=90178 4683 85495 84742 753 1932 2751 is_linear=0 shrinkage=0.1 Tree=1323 num_leaves=8 num_cat=0 split_feature=5 6 1 7 0 8 8 split_gain=2.95385 6.58176 5.13768 4.59231 6.31796 4.48558 3.90418 threshold=10.477702060372833 9.9399606852453637 9.8341372548832418 6.2519643870599406 10.642870333888316 14.87965296985381 14.898387588216272 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.00022064144429295284 -0.0047832246256054207 -0.040453652281454498 0.018212069526748541 0.035352270151572954 -0.052447111201003198 -0.040143705297273569 -0.072528635647706771 leaf_weight=63.957929234062703 77.183894747223391 16.381203603878802 106.25806720770886 75.63592123728904 8.2875357581624467 66.534922828289169 7.3377767155220672 leaf_count=4263 4333 4485 15225 7543 427 49793 4109 internal_value=0 -0.00686276 0.0101121 0.0104453 0.0261665 -0.0213177 -0.00816639 internal_weight=0 266.358 122.639 155.219 83.9235 143.719 71.2957 internal_count=90178 73836 19710 16342 7970 54126 8372 is_linear=0 shrinkage=0.1 Tree=1324 num_leaves=5 num_cat=0 split_feature=2 8 8 5 split_gain=2.85905 3.08249 27.9811 11.2747 threshold=8.0459400115095168 14.828882741269299 14.859092336325736 12.120573056010524 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.078056773567960452 -0.0017224960889435877 -0.064142505549386428 0.0013771179614702075 0.052418884151938495 leaf_weight=3.6458878564872057 147.63087487735856 66.213010165954984 2155.2551959485772 50.98648259579204 leaf_count=1089 7833 1763 78904 589 internal_value=0 0.000465603 -0.00060374 0.012369 internal_weight=0 2420.09 2221.47 198.617 internal_count=90178 89089 80667 8422 is_linear=0 shrinkage=0.1 Tree=1325 num_leaves=8 num_cat=0 split_feature=3 5 5 9 1 4 4 split_gain=2.78528 8.67912 7.03722 12.979 6.64152 5.78748 4.97841 threshold=8.0806472676422647 10.449551817095747 11.689683305498736 8.9004620830435499 8.3781195243000059 16.864440125288066 7.7417514024564502 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0079906877245033339 -0.016230276603127147 0.069462118463586645 -0.085577677785155237 0.19355437911377221 -0.00080982929941224616 -0.076583543304397553 0.00045377780189287175 leaf_weight=548.43774227171468 163.94816959004288 9.5292561369401465 14.48942592668527 2.7978101475179065 22.96700571946235 16.747433995267556 1467.7355913415124 leaf_count=10212 9063 307 280 257 2065 1864 66130 internal_value=0 -0.00159042 0.00641099 0.00928131 -0.0349736 -0.0222147 0.000945611 internal_weight=0 1657.96 588.692 551.236 37.4564 180.696 1477.26 internal_count=90178 77364 12814 10469 2345 10927 66437 is_linear=0 shrinkage=0.1 Tree=1326 num_leaves=8 num_cat=0 split_feature=4 6 1 10 8 6 5 split_gain=2.50383 5.0567 4.7753 11.7056 6.02943 4.64938 3.95084 threshold=13.607750555985552 9.9399606852453637 8.6087774066356726 8.4996746447070937 14.89098124964333 9.7742409399307224 11.677511096284412 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.0055688717262765775 0.0059172386516611226 0.081331801436502024 0.15940457185819001 -0.00077205405085965795 -0.040462330416314529 -0.086331621608398523 0.010462329140832621 leaf_weight=205.5595567672982 46.909281690645798 14.853171843224233 3.590037247254144 757.58686901193585 67.816425344508048 4.6569743346558417 16.290355449453273 leaf_count=16203 3312 987 190 58022 10519 288 657 internal_value=0 0.00879762 -0.00268557 0.00019156 -0.0216113 0.00313388 0.0457406 internal_weight=0 241.36 875.903 761.177 114.726 210.217 31.1435 internal_count=90178 18135 72043 58212 13831 16491 1644 is_linear=0 shrinkage=0.1 Tree=1327 num_leaves=6 num_cat=0 split_feature=2 5 8 8 6 split_gain=3.97876 3.98664 18.1558 17.6053 0.0585602 threshold=11.129147021492949 11.824289399418282 14.828882741269299 14.85291165514945 6.8788941041374283 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.031118166617003243 0.016727873426737212 -0.031666845415042111 0.02024167918022687 -0.017209723558228879 -0.084224770231687757 leaf_weight=2.001545559995022 249.57193199722553 85.466930490801985 304.85615803719071 391.05573956051774 4.1898907978680171 leaf_count=292 8731 826 24972 50655 4702 internal_value=0 0.000869491 0.00882367 -0.00398305 -0.0737711 internal_weight=0 1030.95 390.323 640.628 6.19144 internal_count=90178 85184 25798 59386 4994 is_linear=0 shrinkage=0.1 Tree=1328 num_leaves=5 num_cat=0 split_feature=8 0 9 9 split_gain=4.68913 4.42135 12.3482 8.16887 threshold=14.877113625005363 8.9000105172020767 8.6585318033535295 7.5672260585974813 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.082524262355933867 -0.075409405790735684 -0.036489783914876069 0.0030501763632549434 0.046375747249524056 leaf_weight=6.0070633173439765 5.4743982604747421 90.512715923093424 576.04398032645213 38.717428749351996 leaf_count=12091 28094 19150 24664 6179 internal_value=0 -0.000316823 -0.00236563 0.0299544 internal_weight=0 710.749 666.557 44.1918 internal_count=90178 78087 43814 34273 is_linear=0 shrinkage=0.1 Tree=1329 num_leaves=8 num_cat=0 split_feature=8 3 8 5 8 5 3 split_gain=2.84395 9.19759 9.20797 8.44001 4.67011 39.6655 15.8005 threshold=14.931439438905384 8.3066625716412599 14.933544764719667 15.380672092647268 14.928054595819104 11.03610917567841 8.4101463013867974 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.013341604328820499 0.045320922663273262 -0.027555308161290398 -0.0059306815699657397 0.067376703005866997 -0.027384448435111765 0.033240982357670368 0.0049430723780757128 leaf_weight=688.01862381465253 48.091337285761256 187.86319751638439 121.95692383754067 8.9181492999196035 172.74839618196711 284.04877715295879 1503.6642118110849 leaf_count=15256 1988 8034 1947 88 5645 5005 52215 internal_value=0 -0.00826547 0.008744 -0.0229341 0.00111809 0.0103043 -0.000800366 internal_weight=0 366.83 170.048 196.781 2648.48 456.797 2191.68 internal_count=90178 12057 3935 8122 78121 10650 67471 is_linear=0 shrinkage=0.1 Tree=1330 num_leaves=8 num_cat=0 split_feature=2 10 6 8 5 7 4 split_gain=4.01159 6.33753 8.20096 5.85617 5.85563 5.17213 3.6554 threshold=15.639909282440689 12.394774688464326 10.800981016296264 14.915402311525476 9.5142398139584579 5.0204703302865523 18.225647644786729 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.071993274409408697 -0.02369249967372988 0.099167145189092643 -0.033364557860043907 0.00090144491672828871 -0.015419496955053895 0.16820942154860802 0.015462795926596652 leaf_weight=10.057570437703815 2.0084270635014141 13.144591483960768 6.3618872947083664 3340.9795224553995 311.71449932889976 2.4304340286651041 42.866426943890474 leaf_count=38593 96 414 1983 35359 12401 121 1211 internal_value=0 0.00100061 0.0564238 0.000661252 -0.0101046 0.092989 -0.0116531 internal_weight=0 3370.54 19.5065 3351.04 359.02 4.43886 354.581 internal_count=90178 76349 2397 73952 13829 217 13612 is_linear=0 shrinkage=0.1 Tree=1331 num_leaves=8 num_cat=0 split_feature=9 6 7 8 7 7 0 split_gain=5.05754 7.57928 10.5054 7.36898 7.19483 4.34016 2.35522 threshold=5.9991806917619623 6.3054769937569635 2.8669616774619882 14.933388599539702 5.7077177108069286 4.1915811602213902 7.1203607740439248 decision_type=2 2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.05853996414371191 -0.0083205969518719194 -0.050600162790640779 0.00075936789978744957 -0.13762772027775111 -0.056412396995571323 0.0092347372786666625 -0.0028702627249175359 leaf_weight=34.369541831532388 103.98620804591314 39.262762541915436 3672.3634409911983 2.4351189145818344 43.660886297250499 36.953632554581418 2.1535006668418646 leaf_count=541 2453 1668 83792 52 1174 472 26 internal_value=0 -0.000684108 0.000202588 0.0252134 -0.0228257 0.0334751 -0.0862143 internal_weight=0 3859.27 3711.63 75.9118 147.647 71.3232 4.58862 internal_count=90178 89087 85460 1091 3627 1013 78 is_linear=0 shrinkage=0.1 Tree=1332 num_leaves=8 num_cat=0 split_feature=10 8 5 7 2 4 7 split_gain=2.98943 4.32109 4.31016 3.7581 2.24862 1.30738 0.215304 threshold=12.285978664902375 14.67823852713458 12.922214371491485 8.4179526480333653 14.348851288048683 17.684334454576454 10.248803211160039 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.0048459298841392736 -0.027820069007341398 -0.10731721174676263 -0.079036616547590477 0.015080612527503645 0.083392333982625522 -0.032301920753680512 -0.026398832265237499 leaf_weight=240.81777653124666 2.9933183421380845 5.3705867979037958 5.4316956866046686 154.57335025566911 2.5288450531079434 5.6070256429601955 2.4649333012314827 leaf_count=62030 36 1971 5502 15454 66 1113 4006 internal_value=0 -0.0407953 0.00142102 0.0029625 0.0280864 -0.0748975 -0.0674199 internal_weight=0 16.4998 403.288 395.391 5.52216 10.9776 7.89663 internal_count=90178 3186 86992 77484 102 3084 9508 is_linear=0 shrinkage=0.1 Tree=1333 num_leaves=5 num_cat=0 split_feature=8 8 2 2 split_gain=2.84549 2.88366 10.9254 7.13816 threshold=14.92908783461008 14.897632360894949 13.714806311791465 14.791210430462753 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0034513029769643873 -0.072570029050438439 -0.045714659478943299 0.0066294048268164645 -0.010972569920239572 leaf_weight=826.05446316048346 4.3588900534159611 40.601122570734447 964.30085512704943 585.43501541663045 leaf_count=14940 20577 9253 22342 23066 internal_value=0 0.000379461 0.0044712 -0.00253473 internal_weight=0 2416.39 1004.9 1411.49 internal_count=90178 69601 31595 38006 is_linear=0 shrinkage=0.1 Tree=1334 num_leaves=5 num_cat=0 split_feature=8 10 1 1 split_gain=2.77632 2.66277 20.2081 11.8129 threshold=14.913676627498663 8.2124917739664038 8.2307536709715041 8.0632785589488254 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0009233224115580889 -0.072021861721993249 0.046831642300529025 2.8388615432647484e-05 -0.03356493796689277 leaf_weight=734.17007053380757 4.2658137028006413 98.328659396764124 1294.7450354415678 113.8424540069027 leaf_count=5517 42942 744 39922 1053 internal_value=0 0.000674652 0.00336317 -0.00374068 internal_weight=0 2241.09 1393.07 848.013 internal_count=90178 47236 40666 6570 is_linear=0 shrinkage=0.1 Tree=1335 num_leaves=8 num_cat=0 split_feature=4 1 0 7 6 5 6 split_gain=2.47121 4.00227 3.71914 2.95228 4.01427 3.49346 2.27061 threshold=20.959836909431807 9.5765792372767073 10.089049489800589 12.579989281376774 9.7312057715141389 13.793851287651751 8.346656223500764 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.00062401737610319615 0.006655745710698888 -0.052289605476147485 0.025932418640700391 0.090266573091526234 0.0041411140993257408 -0.029460874567202179 0.13917345710822709 leaf_weight=1007.9592036802215 2.0111731513163695 6.6290385400398 29.332380364243363 7.2233599269065989 16.130989155731868 42.840227262534313 3.2392196322816744 leaf_count=83231 87 149 362 195 1748 4299 107 internal_value=0 0.0236356 0.0104886 -0.0010305 0.0333918 -0.00182656 0.0975984 internal_weight=0 41.2118 35.9614 1074.15 23.3543 1050.8 5.25039 internal_count=90178 705 511 89473 1943 87530 194 is_linear=0 shrinkage=0.1 Tree=1336 num_leaves=5 num_cat=0 split_feature=8 8 8 10 split_gain=3.92232 4.77475 7.34881 6.57383 threshold=14.891696904234349 14.890401190624855 14.890537442286059 7.3971582990704734 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.045369125269881266 -0.075722441212591196 0.042866004801835063 -0.00087424125608334907 -0.0003641513522886104 leaf_weight=32.762573245141539 5.7413556145816065 63.196364360977896 95.532156855719222 839.26630182030112 leaf_count=714 57852 7810 2840 20962 internal_value=0 0.000804149 0.0166999 -0.00210504 internal_weight=0 1030.76 158.729 872.029 internal_count=90178 32326 10650 21676 is_linear=0 shrinkage=0.1 Tree=1337 num_leaves=8 num_cat=0 split_feature=0 7 9 10 10 4 2 split_gain=4.50558 13.3902 8.58104 15.5158 7.557 4.94295 3.92004 threshold=12.907788471437533 11.472174393209933 11.673435897653535 12.662966129136942 11.609861317141872 19.134515712166827 13.546825074132277 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.00032553405718630847 0.012211013275177872 0.079841991531227355 -0.078581426703510843 -0.10094590349049309 0.055394930719726426 -0.036691004762265493 -0.13186486080825821 leaf_weight=629.24805099978892 2.0576826776309671 7.3188781419721618 3.7995746103551928 14.501200668553336 41.167822922063351 5.6694167053501587 10.78658606670251 leaf_count=86537 162 303 275 397 2261 69 174 internal_value=0 -0.0408985 0.000868633 -0.00210875 0.0426112 0.0299885 -0.109569 internal_weight=0 25.8326 688.717 643.749 44.9674 12.9883 12.8443 internal_count=90178 708 89470 86934 2536 372 336 is_linear=0 shrinkage=0.1 Tree=1338 num_leaves=8 num_cat=0 split_feature=5 8 8 8 8 2 0 split_gain=3.31314 10.3703 7.30429 7.18977 4.07674 6.23696 5.23598 threshold=9.6383445967260339 14.927853812706594 14.934791482392962 14.894913004998687 14.897632360894949 8.9003528788458706 12.600483769282265 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0043159256532414444 0.043553058730346636 -0.046584087523347015 0.085404849645078884 0.069565822781516129 -0.00023751857377590823 -0.022510790324319407 0.037703888358626148 leaf_weight=31.128117385283986 14.915154847665688 28.239247602876276 3.9555206767399786 36.279662745000678 2718.4615114959379 144.86820210753194 35.865474645834183 leaf_count=1924 225 496 59 373 50514 35811 776 internal_value=0 0.0178245 -0.0282833 0.0399378 -0.000633391 -0.0161115 0.00027004 internal_weight=0 99.6025 32.1948 67.4078 2914.11 159.783 2754.33 internal_count=90178 2852 555 2297 87326 36036 51290 is_linear=0 shrinkage=0.1 Tree=1339 num_leaves=8 num_cat=0 split_feature=3 5 0 0 2 6 3 split_gain=5.2568 7.69584 10.4812 8.90228 7.6152 7.72318 5.99921 threshold=8.3253830611801884 11.364831151402891 9.8846142972933695 8.7325577598739859 13.931331739164568 6.6852142513537247 8.0251953517255306 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.00047673218645352802 0.0019405407518113906 -0.0083191974433992309 0.014055736784897369 0.019710569100015025 0.009945861953361515 -0.013458699360839278 0.030251365421409611 leaf_weight=216.36323930428853 813.56043589067394 908.1311140233272 271.02619287161906 430.62152082846319 169.11305483871865 828.25511488911582 88.93335459095249 leaf_count=3127 12186 22118 16886 18364 2343 13805 1349 internal_value=0 0.00261864 -0.00316883 0.00810178 -0.00525579 -0.00948425 0.00854395 internal_weight=0 2423.34 1179.16 1244.18 1302.66 997.368 305.297 internal_count=90178 69554 39004 30550 20624 16148 4476 is_linear=0 shrinkage=0.1 Tree=1340 num_leaves=8 num_cat=0 split_feature=10 0 3 8 7 9 4 split_gain=4.78523 14.4114 16.7315 11.5926 7.25483 8.49714 4.20705 threshold=10.201812043951263 9.5614775614551792 9.5371471574215274 14.929594610250527 4.0166615945468465 9.396976224949027 10.439790056586913 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0017149110938828151 0.047198109946493073 0.00013944235769590665 -0.044184360586817524 -0.040269188423073726 0.025773077413934253 -0.0050722187354720087 -0.064235824809042288 leaf_weight=3171.9917392891703 3.3656032275935699 125.4092721087577 80.457565062031335 162.60798363395133 224.49345273904476 147.40671179255816 17.883498344667714 leaf_count=51953 175 11877 3236 1474 3861 16982 620 internal_value=0 -0.00133518 0.000566245 -0.0227347 0.0102803 0.0135664 -0.045258 internal_weight=0 3540.47 3252.45 288.017 393.149 371.9 21.2491 internal_count=90178 68540 55189 13351 21638 20843 795 is_linear=0 shrinkage=0.1 Tree=1341 num_leaves=7 num_cat=0 split_feature=8 8 6 1 2 2 split_gain=2.84378 3.37746 7.93988 3.37401 0.245844 0.447417 threshold=14.937791608657685 14.859092336325736 12.453466041813241 9.3390699780847992 15.967173299199375 15.369412186245551 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.0055790937017202828 0.022310825024560246 -0.0060271068170642678 -0.10981485464995625 0.02157178142771949 0.02041505644909072 0.098262863946532636 leaf_weight=86.461160054850808 2.0005975426828391 223.24305335130487 6.630327215792561 95.467983649843518 2.2319337751760031 2.2846538743979181 leaf_count=3590 461 74431 4369 6726 204 397 internal_value=0 -0.00144483 -0.00948338 0.00870847 0.0606192 0.0737345 internal_weight=0 411.803 229.873 181.929 6.51719 4.28525 internal_count=90178 89116 78800 10316 1062 858 is_linear=0 shrinkage=0.1 Tree=1342 num_leaves=7 num_cat=0 split_feature=1 10 0 9 5 10 split_gain=2.80902 15.3293 8.19178 7.11902 10.9623 7.68741 threshold=7.6196535477502811 7.7338523840769797 7.8637985980076284 6.8894159018657755 10.859856524231967 8.2512384074382776 decision_type=2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=0.006280485466628326 0.020997138706748887 -0.097858176074677394 -0.038112875499801101 -0.017770966413446495 0.0024114785915793323 -0.0054868038203093605 leaf_weight=199.19425647441903 322.81169657669534 17.263688642407942 51.465360426773714 336.66148618343072 1325.0612149741776 165.15039447570189 leaf_count=2707 4240 230 1348 19005 57991 4657 internal_value=0 -0.00940618 -0.00294957 0.00143428 -0.00168567 0.0120408 internal_weight=0 267.923 250.66 2149.68 1661.72 487.962 internal_count=90178 4285 4055 85893 76996 8897 is_linear=0 shrinkage=0.1 Tree=1343 num_leaves=8 num_cat=0 split_feature=2 6 10 3 2 10 1 split_gain=2.58456 10.0681 9.17003 8.1775 5.54842 5.19537 4.62143 threshold=14.113963094882388 11.711454947557465 12.394774688464326 10.102856416881361 15.24381406871033 9.7616574291594009 9.5033280632908195 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0079620669859311322 0.0011940901084470244 0.1508383501211471 -0.063273195929770085 -0.086695088732039655 -0.011162994479594263 0.020455980789059001 -0.055225521500391353 leaf_weight=250.97910716725136 1771.2579244501303 6.0878458255143624 2.1388684553546682 15.785514832045267 23.95402949299611 151.06579779941194 21.613825226195956 leaf_count=9611 46638 3374 1486 2975 6850 12036 7208 internal_value=0 -0.00846152 0.094347 0.00177942 -0.0425578 0.00271763 -0.0118977 internal_weight=0 280.82 8.22671 1962.06 39.7395 1922.32 272.593 internal_count=90178 21679 4860 68499 9825 58674 16819 is_linear=0 shrinkage=0.1 Tree=1344 num_leaves=6 num_cat=0 split_feature=8 0 4 3 0 split_gain=2.43396 2.45482 7.04339 4.62473 0.548864 threshold=14.926011390706412 9.3933457523545609 12.624535423287986 9.7386691518030233 8.6537117469342366 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.018017830075297905 -0.01147814624632546 0.014273659743201475 -0.010063795020704633 -0.0039153937216309317 -0.075934317676193186 leaf_weight=111.18336840588563 2.3398238904184785 274.77860969906828 437.78786384468435 282.7925944170081 4.067762916222641 leaf_count=5650 11748 12655 27362 18964 13799 internal_value=0 0.000388825 -0.00435399 0.00505792 -0.0571242 internal_weight=0 1106.54 548.971 557.571 6.40759 internal_count=90178 64631 33012 31619 25547 is_linear=0 shrinkage=0.1 Tree=1345 num_leaves=8 num_cat=0 split_feature=3 7 7 0 4 8 3 split_gain=4.04531 5.64564 6.84143 4.6848 7.35912 5.07924 1.7768 threshold=9.9403614706405197 10.497562817113865 6.3791079635873267 11.413072302157209 6.2674495412130637 14.890138170183148 8.277179967378073 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0061653604316415219 -0.017149447846400778 0.021500112239032084 0.011453625503958495 0.16063063406503614 -0.00033295252033870118 -0.078240761437485443 -0.058221174225471232 leaf_weight=395.29430002729652 69.414332123265055 2.7361472473819033 495.71460705451699 2.1110292225721414 32.597322489409251 16.225477709906841 18.457217149696866 leaf_count=30371 5673 268 37523 37 4480 10374 1452 internal_value=0 0.00240187 0.00363885 -0.0170317 0.0136814 -0.0294934 -0.0474238 internal_weight=0 912.202 891.009 120.348 34.7084 85.6398 21.1934 internal_count=90178 69614 67894 20564 4517 16047 1720 is_linear=0 shrinkage=0.1 Tree=1346 num_leaves=8 num_cat=0 split_feature=8 3 0 6 8 4 2 split_gain=4.73399 6.89638 5.95085 15.8572 7.5702 5.03326 2.96437 threshold=14.905998535555076 10.902933712826181 11.883054026862572 12.684463994435214 14.932428372519258 17.805586341848372 15.829651744279358 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.078126653971850826 0.007953775715492533 0.044554578059753061 -0.075404010563739257 0.019233839440610988 -0.035219779844368845 -0.054264285321445539 0.035118969114986777 leaf_weight=21.675031976784968 556.8480272162916 13.723865240313105 32.76072460395153 36.557581002634834 42.817064560734821 6.9553157499362888 2.004503412027872 leaf_count=36678 36246 1309 713 1222 7956 561 5493 internal_value=0 -0.031784 0.00159773 -0.0259295 0.00481761 0.0103475 -0.0675057 internal_weight=0 44.3587 668.983 69.3183 599.665 20.6792 23.6795 internal_count=90178 44041 46137 1935 44202 1870 42171 is_linear=0 shrinkage=0.1 Tree=1347 num_leaves=8 num_cat=0 split_feature=2 6 1 0 6 0 5 split_gain=2.9663 7.04124 7.9997 5.61958 3.85787 9.65375 4.69398 threshold=14.128656476379684 5.8449386424471648 7.2142317139668188 10.950962431958304 9.8443704067048436 8.8547259212940403 12.248217735387291 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.00022644064678236029 0.041976037735271698 -0.071015820393220214 -0.0022255012163226117 -0.049054919353006529 0.01180805641885265 0.026903034935857717 -0.023228312467336983 leaf_weight=416.3190674412217 54.843714957969496 16.040142117519281 2159.1290555098449 6.8692217638017601 64.722274730636855 200.23383605396702 90.789511417893664 leaf_count=8037 952 820 66325 47 1705 4772 7520 internal_value=0 -0.00181395 -0.00276518 0.0312228 0.00537114 0.00891956 -0.00866429 internal_weight=0 2236.88 2175.17 61.7129 772.065 616.553 155.512 internal_count=90178 68144 67145 999 22034 12809 9225 is_linear=0 shrinkage=0.1 Tree=1348 num_leaves=8 num_cat=0 split_feature=3 8 9 5 6 9 5 split_gain=4.27523 9.6148 20.2809 9.45762 6.81973 9.69515 2.54585 threshold=8.6542180326630582 14.930774884461373 8.0175466751172468 11.107635011826856 11.562143984117421 6.0888791253667218 12.378564886830366 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0043220894501418755 0.16250547009974856 0.01443519462095577 -0.044707230158885017 -0.0044817537263797972 0.0082966769364164073 0.0045496596415223233 -0.046401054225934754 leaf_weight=917.10462086685629 2.8966731646357848 460.44427603320219 142.90909407238269 617.7716748546809 10.761148395274743 1534.5025054463588 35.268853210935845 leaf_count=20647 68 3757 5386 4324 1245 48101 6650 internal_value=0 -0.00304505 -0.00980374 0.00360248 0.00380825 0.00495271 -0.033709 internal_weight=0 2138.23 1060.01 1078.22 1583.43 1537.4 46.03 internal_count=90178 34114 26033 8081 56064 48169 7895 is_linear=0 shrinkage=0.1 Tree=1349 num_leaves=8 num_cat=0 split_feature=8 5 9 4 5 7 2 split_gain=4.70746 6.46795 6.2947 4.93496 6.56801 5.59289 2.69942 threshold=14.907335691510722 13.392789936838307 5.8676095620559154 7.7417514024564502 12.067862292794471 5.9543022019664429 14.63365844212163 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.074827194409809769 -0.064761644878836622 -0.030277762628603429 -0.071981431406122384 0.0053055815254023824 0.06013700121229594 -0.0025476501458209346 0.097146775254347117 leaf_weight=2.4698676976404697 21.688654653025882 2.0014626386637238 25.273189475755743 1448.896606972703 4.3389438146550665 2420.3021682442563 3.6150802181000472 leaf_count=292 363 784 42813 12737 75 32607 507 internal_value=0 -0.0370807 -0.056763 9.6408e-05 -0.0424857 0.000393756 0.0540256 internal_weight=0 33.3596 27.7431 3895.23 26.0276 3869.2 5.61654 internal_count=90178 44396 43105 45782 438 45344 1291 is_linear=0 shrinkage=0.1 Tree=1350 num_leaves=8 num_cat=0 split_feature=9 4 9 3 8 1 3 split_gain=2.92774 3.67643 3.77049 2.92561 2.78529 1.90965 0.0954517 threshold=11.267337392416559 18.869674688752287 9.6839342435500821 10.451594695892256 14.67823852713458 11.4059079734074 9.7613439623177971 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0024053962036629738 -0.037754039807547435 -0.054869410156300348 0.01975276634364715 0.040170650243253642 -0.039273277351117124 0.0095395678294770206 -0.10130220880256582 leaf_weight=264.92287845856407 2.0910082352913859 15.70380896187004 107.04116928892802 5.9517261149594587 11.223574421747854 5.9883617101523887 4.0567366208980502 leaf_count=70860 217 2493 11811 97 4021 412 267 internal_value=0 0.00163332 0.00400699 -0.0341142 -0.0110482 -0.0374518 -0.0879937 internal_weight=0 393.656 371.964 23.323 17.1753 21.6922 6.14774 internal_count=90178 85576 82671 4602 4118 2905 484 is_linear=0 shrinkage=0.1 Tree=1351 num_leaves=8 num_cat=0 split_feature=7 4 8 9 4 3 7 split_gain=2.82734 4.72799 7.47254 4.69883 2.70411 2.54166 1.84975 threshold=10.851656625998922 19.714399874998094 14.900477465854346 9.7663550590762966 16.036634433576932 8.5635997518708642 11.947835852282278 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.00057426157576897184 0.059890219529072801 0.074271228897822825 -0.043934962586057918 -0.042805533101853338 -0.085297184311574847 -0.03960877203966498 -0.014624039619366711 leaf_weight=2342.2092305717174 4.213776446538974 18.599919303622304 6.5960583391924947 24.238723968398972 8.6445888887396176 4.1073769105672682 6.809563386477719 leaf_count=71488 127 548 723 10111 2616 2029 2536 internal_value=0 0.000579792 0.0428301 0.000112044 -0.0333762 0.0117965 -0.0569378 internal_weight=0 2391.64 25.196 2366.45 23.7753 8.32115 15.4542 internal_count=90178 82870 1271 81599 7308 2156 5152 is_linear=0 shrinkage=0.1 Tree=1352 num_leaves=5 num_cat=0 split_feature=8 6 8 1 split_gain=2.55247 2.61397 5.7413 4.48309 threshold=14.913676627498663 9.1257336756398306 14.905998535555076 8.7333269886005187 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0019306072706104375 -0.071044892217677819 0.0050514353305240248 0.066979119519712929 -0.009455143364719169 leaf_weight=1252.3447702907142 3.977990551189122 493.40621826644656 14.451455945962151 476.6247551090064 leaf_count=11355 42942 17463 2072 16346 internal_value=0 0.000641735 0.0069418 -0.00121175 internal_weight=0 2236.83 507.858 1728.97 internal_count=90178 47236 19535 27701 is_linear=0 shrinkage=0.1 Tree=1353 num_leaves=8 num_cat=0 split_feature=6 7 5 7 8 6 1 split_gain=2.27853 10.231 13.1052 5.7803 5.7851 4.08171 3.02092 threshold=4.9317471713750249 4.7362078189612253 9.5142398139584579 1.0000000180025095e-35 14.720838954779337 7.8950071944924058 11.160411057458875 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.12739438102499545 -0.00067269795240264621 0.11312812085939823 0.025453376019670057 -0.060204113158186578 -0.0013324906695089428 0.071708473713725254 0.0068653306506684542 leaf_weight=6.4821444630033538 13.520929397028342 10.645028744571389 21.52663887280687 15.970205592023715 1021.5453155789429 17.325255441573972 3.6486104499781495 leaf_count=225 643 251 431 4542 83362 666 58 internal_value=0 0.0223888 -0.0130927 -0.00100986 -0.00229578 0.0409565 0.0882259 internal_weight=0 42.3024 28.0088 1068.36 1037.52 30.8462 14.2936 internal_count=90178 965 656 89213 87904 1309 309 is_linear=0 shrinkage=0.1 Tree=1354 num_leaves=8 num_cat=0 split_feature=8 8 8 7 9 9 5 split_gain=3.76001 15.6264 10.2936 9.15212 7.5693 3.55212 0.583611 threshold=14.601153418519075 14.67823852713458 14.572237689267261 2.5025773517038084 7.0574361566189596 6.9182422340110952 10.965351045648598 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.043662827141219322 -0.052553284832455319 -0.021760357481123718 -0.037341764485753159 0.055155627206471283 0.0038011059014095884 -0.033400220282819075 -0.10919729470187606 leaf_weight=6.214937709999389 5.8899489197565371 135.57728469449478 12.172359951189717 61.438041113200597 762.23135947337505 36.760159694056711 11.286383312923133 leaf_count=215 837 16147 93 972 69395 2291 228 internal_value=0 -0.00193734 0.0170579 0.0395646 -7.88236e-05 -0.0215161 -0.0937334 internal_weight=0 914.985 116.585 73.6104 897.809 42.9751 17.1763 internal_count=90178 86607 3571 1065 85542 2506 1065 is_linear=0 shrinkage=0.1 Tree=1355 num_leaves=8 num_cat=0 split_feature=4 4 9 0 8 9 8 split_gain=4.48031 4.57396 13.2632 9.8653 2.14656 1.75743 0.671187 threshold=11.208036567932256 16.841379823687735 10.897746077553387 10.272452777961574 14.925762802849045 9.7405372184127881 14.918661398272731 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.033605757973305971 0.019130059414657782 -0.022414349002254516 0.023705182679321476 -0.013470484033391881 -0.056804673466403589 0.050119625926606196 -0.1183229893292457 leaf_weight=2.4608821106576197 254.57527255530866 213.19636870874945 87.039692377763913 144.88917803432034 2.0738399182166631 2.0794259006452194 3.9497794908311334 leaf_count=3195 56202 16670 3450 9173 1089 39 360 internal_value=0 0.000299553 -0.0090098 0.00730145 -0.0624569 -0.00393319 -0.0947255 internal_weight=0 699.701 300.236 399.464 10.5639 4.15327 6.41066 internal_count=90178 85495 20120 65375 4683 1128 3555 is_linear=0 shrinkage=0.1 Tree=1356 num_leaves=8 num_cat=0 split_feature=4 3 9 8 3 8 6 split_gain=2.92731 13.0915 16.6697 10.8842 8.95483 30.1843 16.5509 threshold=14.354161080620777 8.7619205480573417 7.338784167137411 14.893110676724056 8.1556290402387166 14.919330714692837 7.6014999786876496 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0084731288959771518 -0.052241218484173249 -0.028973489226526285 -0.024835861274239368 0.02659552598216406 0.018567780525948745 0.023556292278643188 -0.0096217270665411598 leaf_weight=401.64703828631173 61.574105870229687 39.018282852591256 238.72031885004799 304.2321112141035 243.97474454708754 327.44470212591114 1391.1263762095332 leaf_count=10072 3563 6173 6261 4833 5930 3848 49498 internal_value=0 0.00448535 -0.00396338 0.020213 -0.00216186 0.0114558 -0.00540677 internal_weight=0 983.618 640.367 343.25 2024.12 389.019 1635.1 internal_count=90178 27339 16333 11006 62839 7411 55428 is_linear=0 shrinkage=0.1 Tree=1357 num_leaves=8 num_cat=0 split_feature=6 3 7 10 1 4 5 split_gain=3.92625 9.53331 8.87896 11.5254 9.74984 7.76157 4.61954 threshold=8.8121809137436529 7.2820048901685555 5.0204703302865523 8.6687854453460513 7.6196535477502811 16.09579835289475 9.3290816438144386 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -4 -3 -1 right_child=2 5 4 -5 -6 -7 -8 leaf_value=0.03013744779970548 -0.030024055495026077 9.3071573207328842e-05 0.080143060540125502 0.058314033144306554 -0.0092874211480176525 0.012987704565121581 -0.033146775938726121 leaf_weight=12.194224386068241 21.151266429982456 2016.1940772554381 11.365605003386007 44.341463818036118 903.34004340226477 606.44389322755433 102.70710100473826 leaf_count=237 463 34315 229 1605 41245 10585 1499 internal_value=0 0.00183935 -0.00553303 0.0297622 -0.0080899 0.00307857 -0.0262285 internal_weight=0 2737.54 980.198 65.4927 914.706 2622.64 114.901 internal_count=90178 46636 43542 2068 41474 44900 1736 is_linear=0 shrinkage=0.1 Tree=1358 num_leaves=8 num_cat=0 split_feature=10 1 10 1 10 8 10 split_gain=4.71516 50.7391 21.5355 20.4804 25.7245 10.2628 6.30444 threshold=9.5121305882254692 9.3492030381941884 9.2635099810756518 9.5645289732237178 9.7492387111263188 14.920898320121017 9.4142409486164702 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0025000009520837396 0.10325567774015253 -0.075832563174845852 0.024525282074571969 -0.042289557087255666 0.0048825079486500096 0.023901629380039941 -0.036780892034353051 leaf_weight=2226.4966705211618 16.55318655246549 78.052630927462701 338.8476627164664 134.67785540383397 780.5085003752871 256.14534548774463 94.714288298863835 leaf_count=41708 2084 2221 4861 3643 31716 1945 2000 internal_value=0 -0.00246398 0.00107784 0.00507755 -0.00209786 0.0290782 -0.0547585 internal_weight=0 2738.11 2565.34 1187.88 915.186 272.699 172.767 internal_count=90178 50790 46569 39388 35359 4029 4221 is_linear=0 shrinkage=0.1 Tree=1359 num_leaves=8 num_cat=0 split_feature=5 0 3 0 3 3 3 split_gain=3.13141 7.19183 5.47897 9.90193 5.81975 4.46037 3.26113 threshold=11.344126445715835 10.674023846572569 10.82271793063118 10.235004614711231 8.8049228894307117 10.216205831765487 8.3996522202330315 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.01567199813523033 0.046625157868837246 -0.029487049508734695 -0.14196635141286071 0.0070229291653003574 0.017107515662759042 0.029415161085951314 -0.043513562645724639 leaf_weight=72.606454731524821 3.5059059176313374 17.799631913488156 5.9621008569647556 12.171395621996451 205.00214670304354 40.014645540066965 57.948006034431984 leaf_count=25958 6731 1503 245 688 17851 7718 29484 internal_value=0 -0.0141587 0.00496978 -0.0468227 0.0085088 0.0110876 -0.037707 internal_weight=0 119.268 295.742 18.1335 277.609 57.8143 61.4539 internal_count=90178 45436 44742 933 43809 9221 36215 is_linear=0 shrinkage=0.1 Tree=1360 num_leaves=8 num_cat=0 split_feature=6 8 2 9 8 2 1 split_gain=2.87852 6.79534 7.66513 6.57971 10.1627 5.7792 5.31703 threshold=10.303526105761266 14.902767949361744 14.543800024714271 8.2631480668290695 14.771689466117605 14.955222487572579 8.5841561995167392 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0034839906554117979 0.027704867432991071 -0.032012001355709419 0.097911587651964171 0.038449187344005056 -0.028426633450110123 -0.019632310922518447 0.0066309991840954458 leaf_weight=1182.2848115539393 50.184419796925795 5.6222542587350146 16.134941765917318 25.674358669198199 156.07510069095545 51.011629492692009 925.68691195630959 leaf_count=20153 2343 7598 4085 3372 21004 3320 28303 internal_value=0 0.0150272 0.0644068 -0.000618671 -0.0188209 0.00388419 0.000958907 internal_weight=0 122.953 21.7572 2289.72 181.749 101.196 2107.97 internal_count=90178 17346 11683 72832 24376 5663 48456 is_linear=0 shrinkage=0.1 Tree=1361 num_leaves=8 num_cat=0 split_feature=0 10 1 2 8 8 7 split_gain=2.63314 10.0528 19.8069 14.7706 7.82364 10.5299 7.48677 threshold=9.4459028361921202 9.7869519850933795 9.6264349278534755 14.456822132230281 14.888650765397751 14.877113625005363 7.6054198455161268 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0014722921486390664 -0.00033617972729082862 -0.066711265154322574 -0.081248751532294022 0.058859239380425504 -0.050255522654056965 0.099524757796876528 -0.0046730821306705935 leaf_weight=1918.4998648875003 62.471586285576336 10.288360626726215 28.388954030311879 57.525978592376532 59.343243930594809 11.705478361418498 90.015513633939776 leaf_count=48215 7575 1366 1457 2593 8110 1550 19312 internal_value=0 0.0015528 0.000224987 0.0391159 -0.0098636 0.0165366 -0.0229977 internal_weight=0 2014.7 1946.89 67.8143 223.536 74.1771 149.359 internal_count=90178 53631 49672 3959 36547 9125 27422 is_linear=0 shrinkage=0.1 Tree=1362 num_leaves=8 num_cat=0 split_feature=1 6 6 5 9 7 10 split_gain=2.06221 3.94804 3.71214 3.71059 5.49367 5.21359 1.77121 threshold=7.4230347441128721 8.3192113072288141 7.0889519754575963 10.208681107860786 11.457494777251719 2.5025773517038084 6.4024571332175748 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.016474022403869328 0.022439404363848291 -0.01123256936161118 -0.094532039479756177 0.035590412482587548 -0.077205620777644104 -0.0028086634120379605 0.099499746608581269 leaf_weight=32.70173159319279 110.30136316402911 2.0827074984904348 6.6783838643032132 35.781964057513392 4.8566042208694844 913.54193082421307 2.6594627368340298 leaf_count=1656 8235 92 830 1097 108 77873 287 internal_value=0 -0.0210886 -0.0317249 0.000737524 0.0176086 -0.0013254 0.0573806 internal_weight=0 44.1223 39.3801 1064.48 115.158 949.324 4.74217 internal_count=90178 2865 2486 87313 8343 78970 379 is_linear=0 shrinkage=0.1 Tree=1363 num_leaves=8 num_cat=0 split_feature=3 0 8 7 1 8 1 split_gain=3.74974 6.42331 10.3862 7.23342 5.89646 10.0443 4.41108 threshold=7.7958309765764549 8.131118470552396 14.792226499180844 3.5270361845031446 9.7609002983862485 14.88524577860194 8.0845807066893638 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0060871065294191241 0.032814862488144664 -0.048904582656994385 -0.044077098651054081 0.0027429404965527977 -0.11718380025386305 0.075917422025661666 0.049141297947704943 leaf_weight=52.771085760710093 22.142417638525728 27.069918247438068 73.935433715874581 798.25091830408928 6.6537569833453727 3.3162659988607857 42.83551714231362 leaf_count=3412 346 1922 9544 71587 77 493 2797 internal_value=0 -0.00186901 -0.0262008 0.000991806 0.0179423 -0.0518884 0.0256861 internal_weight=0 921.399 96.0779 825.321 105.577 9.97002 95.6066 internal_count=90178 83399 9890 73509 6779 570 6209 is_linear=0 shrinkage=0.1 Tree=1364 num_leaves=8 num_cat=0 split_feature=2 4 2 8 0 2 0 split_gain=4.40552 7.26762 8.35211 6.65751 7.79948 5.62958 1.84493 threshold=16.451576983438169 18.665636714938604 14.476764656862914 14.924426268092875 10.764345510417717 15.063417264405386 12.23938336501603 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.016056573867388058 0.056128719148166806 -0.05033872003928213 -0.0087406677647336641 0.064984322014320264 -0.069128421087351552 0.00066640440913098235 0.012859697105286999 leaf_weight=223.71876451765735 7.2300573138819599 52.147773556571678 342.38960906498772 25.675908673491676 11.725468324414122 36.457819928466733 9.8859867808059771 leaf_count=30417 1158 2731 53690 463 400 1216 103 internal_value=0 -0.00311671 0.00106992 0.0262216 -0.020934 -0.0295788 0.051242 internal_weight=0 654.714 566.108 54.5174 18.9555 88.6056 35.5619 internal_count=90178 88054 84107 2124 1558 3947 566 is_linear=0 shrinkage=0.1 Tree=1365 num_leaves=8 num_cat=0 split_feature=0 4 3 5 2 8 3 split_gain=3.27036 8.24935 11.767 9.10653 8.09965 10.2258 7.48742 threshold=9.9905076069232894 14.851210305844889 7.6949316252648501 11.774316332292807 12.970039582877137 14.900477465854346 7.5115868310556602 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.007749556236210018 -0.064560225288201781 0.035050088406602224 0.037091637121812786 -0.0051407346022783211 -0.037335428756509255 -0.0016871761712886014 0.042032667777070681 leaf_weight=48.655317860655487 11.606251741271988 64.250514961092449 125.45348065942744 413.54638207476091 82.557961550588971 2179.7614277465073 77.546707062952919 leaf_count=475 121 5619 3883 13079 30416 34201 2384 internal_value=0 0.00654774 0.0280785 0.00032574 -0.00162471 -0.003004 0.0229298 internal_weight=0 614.857 137.06 477.797 2388.52 2262.32 126.202 internal_count=90178 22702 4004 18698 67476 64617 2859 is_linear=0 shrinkage=0.1 Tree=1366 num_leaves=8 num_cat=0 split_feature=8 5 0 0 2 8 7 split_gain=4.00419 6.38066 12.8581 9.42281 3.89612 3.94572 3.29876 threshold=14.936789616334687 12.173478403075636 9.3811974308435904 7.9169065306143329 15.886043662583313 14.940098676709502 4.4743644902858932 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0013125295039606393 -0.019640748445893079 0.14469875140516156 0.019108787076933365 -0.013062011201792898 -0.063287603762845285 0.026975277812850414 0.031824282189403766 leaf_weight=2791.804230667306 13.711357707623391 2.8237912679359161 345.59153957106219 448.80672261848542 10.079800422710834 7.8266775676747775 91.243553533422528 leaf_count=47978 119 108 19187 21489 110 186 1001 internal_value=0 -0.000658707 0.000942299 -0.0117581 0.0176288 -0.0244949 0.024979 internal_weight=0 3589.03 3137.4 451.631 122.861 17.9065 104.955 internal_count=90178 88762 67165 21597 1416 296 1120 is_linear=0 shrinkage=0.1 Tree=1367 num_leaves=8 num_cat=0 split_feature=7 2 7 1 10 1 9 split_gain=4.52556 8.87612 10.9465 9.1058 8.74654 15.4121 11.9542 threshold=6.9010169257307146 14.62432540856682 3.5270361845031446 8.8709870479635757 10.019588091306568 9.8341372548832418 9.6338923815969206 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0025757443956532901 -0.0062825781274196621 -0.035987405610913827 0.0087931985441832387 -0.016476231915974086 0.024158480475657763 -0.063529600117362292 -0.02355049314779481 leaf_weight=651.8578498272052 1011.6819129827678 55.70447512593114 1479.8607408234179 406.57870060983123 193.93555977859671 48.344979298433259 70.992909210567518 leaf_count=11374 24103 1550 22528 7050 5929 2689 14955 internal_value=0 0.00229175 0.00714636 -0.00475136 -0.00488949 -0.00895088 0.0113334 internal_weight=0 2594 1535.57 1058.44 1324.96 1060.03 264.928 internal_count=90178 42502 24078 18424 47676 26792 20884 is_linear=0 shrinkage=0.1 Tree=1368 num_leaves=8 num_cat=0 split_feature=5 0 3 3 8 8 2 split_gain=2.8454 6.00305 5.53526 4.84501 3.66658 3.04663 2.57598 threshold=11.665408354556964 11.547063685880929 10.541371366669798 11.479174892240597 14.801687455380572 14.512792609374946 16.34378757948274 decision_type=2 2 2 2 2 2 2 left_child=1 3 6 -1 -3 -4 -2 right_child=2 4 5 -5 -6 -7 -8 leaf_value=0.0080110616768554362 -0.048310327607534037 0.0088008976034990253 0.071671765900233636 -0.083437043957810486 -0.10327868591610086 -0.0021173287939759444 0.032052956130703719 leaf_weight=320.79273209171583 39.282398839105923 4.2940114128869009 6.0432891686505164 4.9048065466467952 7.2343381299974681 26.960844936063125 3.738978367236597 leaf_count=54856 24542 125 73 148 263 9544 627 internal_value=0 0.00378854 -0.0175079 0.00638273 -0.0641616 0.0131044 -0.0407565 internal_weight=0 337.226 76.0255 325.698 11.5283 33.0041 43.0214 internal_count=90178 55392 34786 55004 388 9617 25169 is_linear=0 shrinkage=0.1 Tree=1369 num_leaves=8 num_cat=0 split_feature=7 8 10 8 4 8 10 split_gain=2.73715 5.40903 17.8738 9.26532 3.97969 5.85109 4.58304 threshold=4.6894622420891698 14.647819763413478 10.051306618781704 14.828882741269299 14.697710788720372 14.88524577860194 8.6687854453460513 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0074552048531685957 -0.072591615673429866 0.033174822671381603 0.068457337370809293 0.00072028842718446589 0.025049422017586167 -0.028951348156906226 -0.022088979415194401 leaf_weight=65.647013867548594 30.959177180547158 91.037137332928978 11.603917065385756 1989.3637016452485 57.720442963243386 131.63620880613826 30.870097524053108 leaf_count=1798 1698 3821 996 74993 1075 4061 1736 internal_value=0 0.00142649 -0.0334489 0.00215574 -0.00898024 -0.0168604 0.00856045 internal_weight=0 2122.96 42.5631 2080.4 285.874 197.283 88.5905 internal_count=90178 81508 2694 78814 8670 5859 2811 is_linear=0 shrinkage=0.1 Tree=1370 num_leaves=8 num_cat=0 split_feature=10 1 1 10 8 9 10 split_gain=2.98597 20.5719 18.9312 13.9677 12.3572 9.6587 5.79299 threshold=8.9748065130418535 8.9106285163228254 8.7871547874401781 8.7259237547170674 14.859092336325736 6.9602043955360182 9.1525279501670251 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0019059792584069362 -0.054324509968830127 -0.02048931554078845 0.040125804455618939 0.03567008929657834 -0.05598597832370808 0.082246274552578005 0.0050993165875306209 leaf_weight=1324.4891839727547 5.1513653985708734 104.67032413502545 14.872156103130633 105.9027668273352 92.57814680466214 44.311993458837378 542.66266867122818 leaf_count=23192 376 4827 490 3731 4562 1433 51567 internal_value=0 0.005732 -0.00215441 0.000899038 -0.0424359 0.0672284 0.000936549 internal_weight=0 696.796 1537.84 1430.39 107.45 49.4634 647.333 internal_count=90178 58203 31975 26923 5052 1809 56394 is_linear=0 shrinkage=0.1 Tree=1371 num_leaves=6 num_cat=0 split_feature=8 1 10 3 2 split_gain=2.26818 2.19623 8.10843 7.93662 2.13997 threshold=14.91888241682727 8.6087774066356726 8.4700903537452277 9.1888042131630279 12.880374407927007 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.01363039542029915 0.015365671105149002 0.11666388527959806 0.0017625399680468671 0.068770443677390616 -0.071828724439205252 leaf_weight=197.34907911087566 3.801518528759436 5.1851885454880167 882.06320874441326 11.43368631782141 7.2931549876587596 leaf_count=11890 3183 164 41295 632 33014 internal_value=0 0.000391526 0.00256462 -0.00881153 -0.0431519 internal_weight=0 1096.03 887.248 208.783 11.0947 internal_count=90178 53981 41459 12522 36197 is_linear=0 shrinkage=0.1 Tree=1372 num_leaves=8 num_cat=0 split_feature=3 9 8 2 8 8 1 split_gain=3.8048 7.84985 10.7926 5.32008 5.1061 6.30894 5.20936 threshold=8.5876976612772236 6.8419688327558772 14.739493989220632 15.310619021561122 14.890431296591375 14.89098124964333 6.9839293176881982 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.054356840682636222 0.049367401689845103 -0.0087206937318792151 -0.13350904962293844 0.012081413801178298 0.04323877621571124 -0.073929035927766049 0.0056085507754020198 leaf_weight=14.170960065326652 4.0837504268057776 445.82548473544523 9.2358473330255872 168.65048306122469 56.518496026343172 4.0941247409441806 321.5884462997783 leaf_count=357 83 37457 1484 19880 3426 22677 4814 internal_value=0 -0.00471157 -0.0779077 -0.00300095 0.00778876 0.0342531 0.00292377 internal_weight=0 627.796 13.3196 614.476 396.372 60.6126 335.759 internal_count=90178 58904 1567 57337 31274 26103 5171 is_linear=0 shrinkage=0.1 Tree=1373 num_leaves=6 num_cat=0 split_feature=6 1 0 9 5 split_gain=4.28124 4.90326 5.14077 1.1194 0.408324 threshold=6.0708020247992822 8.4539637582996292 9.3933457523545609 8.6585318033535295 11.519480960160774 decision_type=2 2 2 2 2 left_child=3 4 -3 -1 -2 right_child=1 2 -4 -5 -6 leaf_value=-0.011904961629413111 -0.028836220713945607 0.019439825322269941 -0.0031378847858679402 -0.10823721270881728 -0.10195025876605493 leaf_weight=2.0027796613768478 2.1514941118341246 121.28377504464049 574.3562734731612 3.6092877793240632 3.8130498938287758 leaf_count=2526 14132 34299 37144 568 1509 internal_value=0 -1.39415e-05 0.000820759 -0.0808589 -0.0835042 internal_weight=0 701.605 695.64 5.61207 5.96454 internal_count=90178 87084 71443 3094 15641 is_linear=0 shrinkage=0.1 Tree=1374 num_leaves=8 num_cat=0 split_feature=8 5 1 0 2 1 8 split_gain=3.04529 7.79164 11.3651 9.44994 3.52884 7.45591 7.07883 threshold=14.932333816366073 10.578579320936692 7.2880368720252724 9.0544377605493036 15.272133097159536 8.7657711845363711 14.931946406735969 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0046440567769648914 -0.076116782915497117 -0.037490131571210665 0.098754588816511807 0.00081213036628578522 -0.0069139534351860907 0.0076214108569110416 0.087072950811613217 leaf_weight=793.59379885813814 4.2374492111266617 103.64182421972509 12.927193697963956 167.448418961485 595.76102200971991 1316.5198423939692 7.1263830286770817 leaf_count=20820 143 4325 893 3146 22678 37852 321 internal_value=0 -0.00971295 0.0537702 -0.0139154 0.00108063 0.00300847 -0.00566064 internal_weight=0 288.255 17.1646 271.09 2713 2110.11 602.887 internal_count=90178 8507 1036 7471 81671 58672 22999 is_linear=0 shrinkage=0.1 Tree=1375 num_leaves=8 num_cat=0 split_feature=4 10 9 5 2 1 9 split_gain=3.73924 6.72695 8.94916 7.33102 6.54423 5.08798 4.63752 threshold=12.315188916643285 7.5650633076543903 6.3806502660764322 13.970080266921599 15.358995051696109 8.4383057693222039 10.249070661019582 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.014116140499743855 0.019344275609316133 -0.028922627280517463 -0.00083288534479938653 0.15807348194070739 -0.063667459732273862 -0.0019426876890632095 0.13338507112470627 leaf_weight=309.84789744650345 87.412674655077808 116.69485103494026 3124.4270564352787 3.0176032539166036 17.507815200082405 48.200489873517995 2.311678051562466 leaf_count=6378 2187 1395 77984 35 387 1552 260 internal_value=0 -0.0010988 -0.00185285 0.0256518 0.00938526 -0.019097 0.0154225 internal_weight=0 3331.55 3241.12 90.4303 377.868 65.7083 312.16 internal_count=90178 81601 79379 2222 8577 1939 6638 is_linear=0 shrinkage=0.1 Tree=1376 num_leaves=8 num_cat=0 split_feature=0 9 8 10 10 6 8 split_gain=4.62211 15.3085 15.221 8.97093 8.30114 18.7327 11.7878 threshold=7.980708537385504 6.8419688327558772 14.930030112180424 7.1480778184950475 8.28969294342407 6.8788941041374283 14.927118777216934 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.045670782167760451 -0.065648166218443951 0.13146363690705265 -0.0054501269251539947 -0.00024149101793377568 -0.021026614350424994 0.037676224547534928 0.0054852111301324138 leaf_weight=52.309252959771584 71.15712840668948 4.1802368014100457 100.99040545360185 3130.8130506099874 75.115304661308983 190.77441982048185 289.62689102243166 leaf_count=4692 1869 211 937 77195 722 2474 2078 internal_value=0 -0.0016227 -0.0305684 -2.4009e-05 0.00785834 0.0210757 -0.00245097 internal_weight=0 3307.14 172.148 3134.99 607.826 265.89 341.936 internal_count=90178 80212 2806 77406 9966 3196 6770 is_linear=0 shrinkage=0.1 Tree=1377 num_leaves=7 num_cat=0 split_feature=8 8 7 2 4 6 split_gain=2.77074 3.99038 5.92372 4.47325 2.78691 1.48248 threshold=14.932137129077342 14.887810450428484 8.0056160745781622 14.241908315249958 15.07278845717971 10.848046822392542 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.013737013543146657 -0.036536924136675204 -0.037269577193175689 0.0013186398470287949 0.01636422267975152 0.071514988520525763 0.005748494377185772 leaf_weight=71.683830543019525 3.6274711250904401 63.844950309595546 102.75755925996752 153.39678003984864 11.237202515779531 5.0197063461623648 leaf_count=3584 3860 44797 21943 10637 4883 474 internal_value=0 -0.00191452 -0.0136032 0.0067592 0.0354655 0.0527179 internal_weight=0 391.683 166.603 225.081 19.8844 16.2569 internal_count=90178 80961 66740 14221 9217 5357 is_linear=0 shrinkage=0.1 Tree=1378 num_leaves=8 num_cat=0 split_feature=9 5 8 0 1 3 4 split_gain=2.79696 16.4513 7.36599 6.51176 6.3959 5.99338 0.024817 threshold=7.5301607121555358 11.375235484518837 14.911370549600658 8.7214708874487368 8.4819750838805348 8.8993085308512256 12.624535423287986 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -3 -1 -2 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=-0.0014294455163938828 -0.042714299308582282 0.033549520799601378 -0.032126748872655507 0.00062490513808793901 0.012016705175718383 -0.010983092989246587 -0.080539352847507698 leaf_weight=1022.8538016707028 117.07458852098407 66.801534126992351 2.0269985443251235 527.13628968927901 539.64708141365554 121.93055729837104 9.0796723566761539 leaf_count=7981 7527 1308 3066 36224 4316 14918 14838 internal_value=0 -0.00454334 0.00261919 0.00437818 0.00321922 -0.0266396 -0.0750874 internal_weight=0 832.943 1573.61 593.938 1562.5 239.005 11.1067 internal_count=90178 59977 30201 37532 12297 22445 17904 is_linear=0 shrinkage=0.1 Tree=1379 num_leaves=8 num_cat=0 split_feature=5 1 0 2 9 0 8 split_gain=2.83808 10.4696 6.80149 5.61299 4.84524 4.49388 4.4883 threshold=10.020714679806042 7.53007672291261 9.1580241395897115 14.348851288048683 5.9991806917619623 9.7559116383752684 14.899408278746956 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.027655849948401319 -0.044580285997733095 -0.050933224746429799 0.1049862248652893 -0.021497284829197414 0.0032011138413703352 -0.015445231801060761 0.066452424711232735 leaf_weight=57.584386749527312 34.546729261986684 59.95923892219156 2.0195686172729088 37.576004710664165 1900.4030525900989 137.69036705759117 3.1683663057963249 leaf_count=912 207 2704 2578 563 55676 27167 371 internal_value=0 -0.0126276 -0.0442663 0.00822503 0.00126965 0.00193444 -0.0337771 internal_weight=0 157.139 61.9788 95.1604 2075.81 2038.09 37.7151 internal_count=90178 6757 5282 1475 83421 82843 578 is_linear=0 shrinkage=0.1 Tree=1380 num_leaves=8 num_cat=0 split_feature=8 3 5 0 3 4 0 split_gain=2.13252 19.6754 15.9795 6.99222 5.9651 6.76735 5.8275 threshold=14.897163769351938 9.4006067751509708 11.41730268742654 10.05397050660889 7.7224334484176778 14.117984199261697 8.1969396703944479 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0047650646339290762 -0.020408437178064065 -0.075964427155294861 0.034250832879492168 -0.021237859894113826 0.021340841639884298 -0.00049518017363243516 -0.069819049093823068 leaf_weight=40.083685172738001 95.665418273111129 39.653353430042593 118.89878163988135 57.525501535555144 191.20346460540532 542.44257308744136 20.106067475508098 leaf_count=1111 23175 5475 12486 11746 10116 25213 856 internal_value=0 -0.00702597 0.00989887 -0.0441151 0.00272171 0.00521705 -0.0272819 internal_weight=0 311.743 214.564 97.1789 793.836 733.646 60.1898 internal_count=90178 52882 35661 17221 37296 35329 1967 is_linear=0 shrinkage=0.1 Tree=1381 num_leaves=5 num_cat=0 split_feature=6 8 8 5 split_gain=3.69539 3.64623 5.72409 0.0319614 threshold=15.120249453586034 14.085846118895374 14.582376352430854 10.806418148753567 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.027428243921814355 -0.089820503964065268 0.027793490740834689 -0.00093615198122182523 -0.071804472119312818 leaf_weight=2.0074316309654696 3.535627338660901 73.895776156486136 935.87030687017784 5.4985539475092082 leaf_count=530 354 2484 86611 199 internal_value=0 0.000643687 0.00119173 -0.0645562 internal_weight=0 1017.27 1009.77 7.50599 internal_count=90178 89824 89095 729 is_linear=0 shrinkage=0.1 Tree=1382 num_leaves=8 num_cat=0 split_feature=9 1 10 4 6 1 10 split_gain=4.4566 13.4305 10.1671 9.79425 7.38195 5.21348 3.68765 threshold=8.856342864875355 9.7609002983862485 9.7616574291594009 16.76917323082726 11.562143984117421 13.36497818431652 10.295483006096516 decision_type=2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=0.019267921717542678 -0.025666184018063382 -0.033783612474570783 0.0098827613102858598 -0.052970430596235629 -0.14762825197747542 -0.038765092767433292 -0.087376733661220007 leaf_weight=97.167927274192621 26.608390627748296 41.927763770862725 473.23016527522623 22.21419286415248 5.2922628634696585 22.129485924715198 19.246325360525987 leaf_count=47114 3741 4122 24773 8225 233 700 1270 internal_value=0 -0.0140865 0.00407483 0.00549771 -0.0497716 0.00763577 -0.051779 internal_weight=0 180.556 527.26 119.382 31.9007 495.36 61.1741 internal_count=90178 60731 29447 55339 3974 25473 5392 is_linear=0 shrinkage=0.1 Tree=1383 num_leaves=8 num_cat=0 split_feature=8 7 8 8 3 1 5 split_gain=2.73664 4.09751 8.9274 4.37024 3.87929 2.36342 1.88281 threshold=14.285776060475134 3.5270361845031446 14.926590534404822 14.934267983690573 6.7046708222886204 7.5754150635758029 8.5716343871812661 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.024333904299823444 0.036479478391857161 0.00029881611013347415 -0.0080203679857187658 -0.017469258485833233 0.0020266419772824512 -0.071992655920143603 0.055662109442992547 leaf_weight=4.5511629647226091 92.007162481379055 2642.634611058098 86.914470981922932 145.0786005846694 5.786688292471811 15.350570410694671 5.5435677710920572 leaf_count=32 2358 82499 868 3367 138 884 32 internal_value=0 0.000311973 0.0149384 -0.000631805 -0.0289842 -0.0525524 0.0206537 internal_weight=0 2966.63 178.922 2787.71 31.232 21.1373 10.0947 internal_count=90178 89092 3226 85866 1086 1022 64 is_linear=0 shrinkage=0.1 Tree=1384 num_leaves=8 num_cat=0 split_feature=0 5 3 0 7 2 4 split_gain=3.77671 4.54623 9.0095 5.55973 2.39723 2.92514 2.41713 threshold=13.365415874404215 13.166102845762692 10.782706679584985 9.8846142972933695 9.5146456435591951 16.013702844052908 17.04402889909527 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.00047192983568918891 0.15051771600864497 -0.03224160651571422 0.020413024133259291 0.016237609593863257 0.06058841283336544 -0.070406297075860144 0.022830515356293126 leaf_weight=3328.5010901682758 2.686917901504783 110.11960784016435 45.131364708959723 210.79223926490158 2.8227680890267948 2.0776246077148244 3.1919651179923676 leaf_count=63891 64 3612 6087 16234 186 55 49 internal_value=0 -0.000209248 -0.0169023 0.000527558 0.0565045 0.00253056 0.0945867 internal_weight=0 3694.54 155.251 3539.29 10.7793 4.90039 5.87888 internal_count=90178 89824 9699 80125 354 241 113 is_linear=0 shrinkage=0.1 Tree=1385 num_leaves=8 num_cat=0 split_feature=0 8 6 10 1 2 7 split_gain=4.43952 7.74578 7.30766 6.47308 28.5317 10.7441 3.96088 threshold=7.2403249629232462 14.93223109337964 4.3397287074235171 8.1294663553881694 8.1277545823432664 12.307356662095911 2.8669616774619882 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.090761636763786624 0.15030573339606842 0.043177096629917575 0.04416986799161892 0.061154647303004399 -0.00079343311357268583 -0.017272090747217458 -0.097559554463595766 leaf_weight=3.3689373158890694 2.8863127155253769 2.09452828299254 61.490537881581986 74.974473482674512 3473.0961135193738 283.6629607008241 6.2932770885527134 leaf_count=117 278 44 846 1273 78745 8791 84 internal_value=0 0.0240514 0.0358895 -0.000636888 0.000532457 -0.0150673 -0.0615603 internal_weight=0 73.2473 64.8595 3834.62 3548.07 286.549 8.38781 internal_count=90178 1091 963 89087 80018 9069 128 is_linear=0 shrinkage=0.1 Tree=1386 num_leaves=6 num_cat=0 split_feature=2 2 2 8 8 split_gain=2.75578 3.17633 6.04313 3.13271 1.25128 threshold=17.153833041639519 15.596779318591588 16.088881134531487 14.771689466117605 14.881720982320322 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.0082553241400365306 -0.0032882278273577911 0.031646129898051975 -0.013338772357862533 -0.013355866767651825 -0.09268937510584345 leaf_weight=109.60067964431983 2.4858158546558107 76.125221143452933 47.998174980086816 169.77104491049261 3.6091858264200027 leaf_count=4422 81 9584 4956 70862 273 internal_value=0 0.00103682 0.014283 -0.00487835 -0.0618301 internal_weight=0 403.495 124.123 279.372 6.095 internal_count=90178 89824 14540 75284 354 is_linear=0 shrinkage=0.1 Tree=1387 num_leaves=8 num_cat=0 split_feature=2 8 2 8 8 8 3 split_gain=2.74097 3.2741 3.75951 3.0932 15.7119 5.84305 3.01286 threshold=12.562335490553524 14.572237689267261 8.0459400115095168 14.889502581986347 14.863791496742204 14.897632360894949 9.4161718851066158 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.072934121625640363 -0.0076940153332962034 -0.079514011535298468 0.047700626589392406 -0.0068684095438901879 0.030185089813967437 0.0041415720466578916 0.03640942747423042 leaf_weight=2.7669428117229433 263.1452214797323 12.31824402111465 7.2990497910941485 930.4195200099922 186.17537554616501 998.08160909756532 2.0866114049873934 leaf_count=95 10201 1275 150 22301 3841 45646 6669 internal_value=0 -0.0324086 0.0109463 0.000570857 0.00803332 -0.00117108 -0.0614485 internal_weight=0 24.4708 10.066 2377.82 449.321 1928.5 14.4049 internal_count=90178 8189 245 81989 14042 67947 7944 is_linear=0 shrinkage=0.1 Tree=1388 num_leaves=8 num_cat=0 split_feature=5 3 9 9 3 8 9 split_gain=3.18987 10.5036 12.2788 9.0571 5.01144 4.90271 1.99235 threshold=11.303529342714477 8.3534633095399098 7.189460225786636 8.9004620830435499 7.2820048901685555 14.755543580320479 8.0175466751172468 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0039987699098058948 -0.080676702290231092 -0.028120396987951886 0.0011217446237204473 0.1529755577458401 0.033985646077669789 0.003975269059796273 0.0174489767781724 leaf_weight=801.71769929146035 8.3522270178359559 275.38828235983084 298.71447244206041 3.1027466862267365 57.545235141900775 783.11656945986556 2.2551236273097848 leaf_count=14792 446 6156 22066 308 1203 44871 336 internal_value=0 -0.00260771 -0.0129298 0.00476223 0.00517332 0.00606749 -0.0601092 internal_weight=0 1378.92 574.103 804.82 851.269 840.662 10.6074 internal_count=90178 43322 28222 15100 46856 46074 782 is_linear=0 shrinkage=0.1 Tree=1389 num_leaves=8 num_cat=0 split_feature=3 8 8 3 8 3 10 split_gain=2.1322 8.68225 6.19739 9.50108 5.34108 4.14404 4.06172 threshold=7.2820048901685555 14.886609811404641 14.909654479947964 8.2558662431749443 1.0000000180025095e-35 7.7224334484176778 7.327044472037362 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.058993865833693905 -0.029549091159736581 -0.010411274111578474 0.042307042594224319 -0.067815928907274101 -0.079321287617043157 0.0018199966970948113 0.067222652240360156 leaf_weight=2.9181943703442803 43.012766419736181 8.7968382215517504 9.8206434216596588 29.128030917081624 10.109921494243279 974.95259667002165 24.763745386131404 leaf_count=21 1695 473 8561 35236 399 42522 1271 internal_value=0 0.020589 -0.00104893 -0.0396852 -0.0463429 0.000466839 0.0471609 internal_weight=0 46.5887 1056.91 38.9487 13.0281 1017.97 33.5606 internal_count=90178 2164 88014 43797 420 44217 1744 is_linear=0 shrinkage=0.1 Tree=1390 num_leaves=6 num_cat=0 split_feature=2 3 9 5 10 split_gain=3.59171 3.54409 9.07242 6.02551 0.00937974 threshold=11.129147021492949 9.9174808637034921 10.719321924799104 12.22846644190246 8.6796340009857555 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.032263886451124373 -0.00080595413719765558 -0.035511939340464711 0.020645631990958341 0.020649664079802878 -0.082567969661200877 leaf_weight=2.0080254998465241 733.3914939249596 77.751432052871451 44.502454864775245 158.30976057075861 3.7385710710126716 leaf_count=237 59670 12710 3920 8884 4757 internal_value=0 0.000828232 -0.015068 0.00302207 -0.0723779 internal_weight=0 1013.96 122.254 891.701 5.7466 internal_count=90178 85184 16630 68554 4994 is_linear=0 shrinkage=0.1 Tree=1391 num_leaves=8 num_cat=0 split_feature=8 3 0 6 7 4 7 split_gain=4.30157 6.07388 5.43484 12.6336 6.84933 4.24829 1.76333 threshold=14.905998535555076 10.902933712826181 11.883054026862572 12.684463994435214 13.756190998553555 17.805586341848372 6.5913153651681897 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.0012580475357187159 0.0061150451085734995 0.04042471297908784 -0.068797694072705071 0.016133068074048487 -0.065110763697325422 -0.051204021101574126 -0.0773488933433336 leaf_weight=3.6369346148998885 581.2305463681779 13.46734207388579 32.917826943254113 35.5848709395068 12.825864788102193 6.80211165855735 18.851980485388864 leaf_count=16704 43879 1309 713 1222 323 561 25467 internal_value=0 -0.0309889 0.00138181 -0.0250816 0.00447042 0.00871384 -0.0656208 internal_weight=0 42.7584 662.559 68.5027 594.056 20.2695 22.4889 internal_count=90178 44041 46137 1935 44202 1870 42171 is_linear=0 shrinkage=0.1 Tree=1392 num_leaves=8 num_cat=0 split_feature=0 4 3 5 5 8 10 split_gain=2.62514 7.04106 9.92122 7.51703 6.64491 8.08288 5.54567 threshold=9.9905076069232894 14.851210305844889 7.6949316252648501 11.774316332292807 13.852336824712092 14.931776860475649 9.9272541757545891 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.00030586860074592858 -0.059086330652784028 0.031316440655106074 0.033799985428632787 -0.0050296555279151578 0.081039455787028938 -0.020356183713952033 -0.0012543724501641526 leaf_weight=2124.4122602821017 11.730943499929706 64.987614021355512 126.37295042101505 412.29222516465234 16.725894428689575 221.08070041139399 15.164053777391016 leaf_count=58006 121 5619 3883 13079 186 8999 285 internal_value=0 0.00574441 0.0255419 -2.55506e-05 -0.00157863 -0.00220363 0.0430594 internal_weight=0 615.384 138.104 477.28 2377.38 2345.49 31.8899 internal_count=90178 22702 4004 18698 67476 67005 471 is_linear=0 shrinkage=0.1 Tree=1393 num_leaves=8 num_cat=0 split_feature=10 1 9 0 6 9 10 split_gain=3.86162 11.6805 12.1346 11.4917 13.8646 9.0496 7.52566 threshold=8.985181241955349 8.8806238192001974 6.7602965783811042 9.0881844608369668 7.1464269623494561 7.6152997734321177 8.9546481761493002 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0017734993218111667 0.017661274661662552 0.22644598517538231 0.026181160198257759 0.068447547005679565 -0.017599563973846922 0.0024581799951665581 -0.0485066417328473 leaf_weight=1682.632505858712 131.76377916507636 2.1172611301282123 138.42176378061174 20.226881529055618 700.18664589102264 997.66304801355432 29.304264120655034 leaf_count=28918 1610 61 2945 274 12565 43399 406 internal_value=0 0.00316814 0.0307768 -0.00328931 -0.0120005 0.00383537 0.000885008 internal_weight=0 1852.48 140.539 1849.84 831.95 1017.89 1711.94 internal_count=90178 32330 3006 57848 14175 43673 29324 is_linear=0 shrinkage=0.1 Tree=1394 num_leaves=8 num_cat=0 split_feature=4 3 9 3 1 6 10 split_gain=4.29587 11.144 19.6403 8.05481 18.645 8.74387 6.72702 threshold=14.20059259245812 8.4101463013867974 8.0453243903646356 7.8780668149427209 8.1277545823432664 6.3054769937569635 9.2635099810756518 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.0019727082401338539 0.028084099215031168 -0.023634416578383624 0.055371832576778371 -0.040515847813814662 -0.032824225745886795 0.0044985273434786505 -0.0024480048013390296 leaf_weight=497.59749367085067 69.707133874095234 349.23276734107594 66.86350431852884 42.93467716105215 173.53903792929623 2442.963635459615 262.40933633591965 leaf_count=9262 1521 7524 1169 1056 2460 59926 7260 internal_value=0 -0.00522319 0.00490598 0.00200386 -0.0153262 0.00370509 -0.0145638 internal_weight=0 1176.1 564.461 2729.14 243.246 2485.9 611.642 internal_count=90178 25215 10431 64963 3981 60982 14784 is_linear=0 shrinkage=0.1 Tree=1395 num_leaves=8 num_cat=0 split_feature=10 5 0 8 2 4 7 split_gain=2.66886 3.9652 3.52036 3.33005 1.82547 1.39189 0.198207 threshold=12.285978664902375 12.922214371491485 9.0763731546614093 14.67823852713458 14.348851288048683 17.848943551588516 10.248803211160039 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.01425777853064953 -0.026868654344551515 -0.078175059448370873 0.0084388250294447041 -0.10399316553355209 0.07471766047778268 -0.026356984904747582 -0.025823112455590738 leaf_weight=87.597154949394735 2.9761406426550812 4.9779820746943448 298.25747776590561 5.0228378582585815 2.3264014367305208 5.2266921658293199 2.3782152199099826 leaf_count=42215 36 5502 35269 2112 66 972 4006 internal_value=0 0.00179502 0.00326268 -0.0391941 0.0224842 -0.0702652 -0.0663657 internal_weight=0 393.211 385.855 15.5521 5.30254 10.2495 7.3562 internal_count=90178 86992 77484 3186 102 3084 9508 is_linear=0 shrinkage=0.1 Tree=1396 num_leaves=7 num_cat=0 split_feature=4 8 3 8 1 9 split_gain=2.66819 3.10248 7.881 4.2902 2.05788 2.09633 threshold=6.2674495412130637 14.390433651313669 9.696672929875886 14.626033213993869 7.5754150635758029 7.7901639522871173 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.017798218818083477 0.061867988596978077 -0.030269814710453164 -0.046207374704221489 0.00058004950529893758 -0.10293719972813234 0.0018096327899751082 leaf_weight=3.1670069767260411 22.417165082898922 44.974593060749612 8.6395693555587041 2312.2763085743854 5.2828910850885222 2.6965877762713717 leaf_count=226 589 2413 619 85768 209 354 internal_value=0 0.00039908 0.0312993 -2.11291e-05 -0.0465887 -0.0712796 internal_weight=0 2388.31 31.0567 2357.25 11.1465 7.97948 internal_count=90178 89389 1208 88181 789 563 is_linear=0 shrinkage=0.1 Tree=1397 num_leaves=8 num_cat=0 split_feature=5 3 9 2 10 9 5 split_gain=2.81327 8.86123 10.229 7.93443 4.7946 11.4251 4.91777 threshold=11.303529342714477 8.3815884814088726 7.1773235865064811 14.032379051975953 8.28969294342407 7.1773235865064811 12.716688006995051 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.018174438262637926 -0.008269573715308896 -0.027611371251465906 2.7184010663804599e-05 0.008233868122848256 0.041337960366613719 0.0029997650280393579 -0.080661834208162295 leaf_weight=134.77963828337806 81.439629881375822 243.2754368061029 296.3691294678365 701.78598467691052 86.894897154871956 674.04205334872017 9.6566476054666719 leaf_count=4172 1196 5656 21926 11568 2813 42681 166 internal_value=0 -0.00248166 -0.0124605 0.00396259 0.00482635 0.00742629 -0.016736 internal_weight=0 1376.21 539.645 836.566 852.033 760.937 91.0963 internal_count=90178 43322 27582 15740 46856 45494 1362 is_linear=0 shrinkage=0.1 Tree=1398 num_leaves=8 num_cat=0 split_feature=1 2 7 3 2 5 3 split_gain=2.12659 8.72669 14.1656 7.06076 6.19714 6.0586 4.68078 threshold=9.9612724346950223 14.642425702560944 4.2693660640857081 10.054061419025016 13.846138900727842 13.002133465885111 10.572872844707158 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.0014358350834898703 0.024138187356352023 0.056597202339292496 -0.035285071921898913 -0.033160484205000833 0.0037135826188289343 -0.017509807360842896 0.075106328004177339 leaf_weight=491.9208874706236 197.88254466178705 18.175317950360295 137.86072838312145 66.706042636094651 138.93001958317592 41.610479349274328 7.7794512014766033 leaf_count=25909 8241 2088 35558 7230 9204 1578 370 internal_value=0 -0.00372645 -0.0242902 0.00522055 -0.00835054 0.0168594 0.00273047 internal_weight=0 655.736 156.036 445.129 205.636 239.493 499.7 internal_count=90178 63925 37646 26253 16434 9819 26279 is_linear=0 shrinkage=0.1 Tree=1399 num_leaves=5 num_cat=0 split_feature=8 8 1 8 split_gain=3.49072 3.92715 6.70514 5.5068 threshold=14.891696904234349 14.890401190624855 9.1473904360991813 14.890157152163896 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.00018047279596043045 -0.07445734784468705 0.032632293836945291 -0.0096050882553242248 -0.038574233605124242 leaf_weight=820.6997657127622 5.1517868183352666 92.581818522943649 62.196481414759546 37.379078898113221 leaf_count=20611 57852 5700 4950 1065 internal_value=0 0.0010994 0.0157068 -0.00155067 internal_weight=0 1012.86 154.778 858.079 internal_count=90178 32326 10650 21676 is_linear=0 shrinkage=0.1 Tree=1400 num_leaves=8 num_cat=0 split_feature=9 0 8 10 0 9 7 split_gain=4.32863 10.4777 12.0791 8.98144 6.85938 5.43362 2.76866 threshold=8.2806248505865856 9.3566912435029881 14.928289171479859 9.5236183516772375 8.8767176185970644 7.5672260585974813 10.128364163146074 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.074912930612328107 0.05582779486640306 -0.057013889109066296 -0.0740911596045499 0.0005339923710659622 -0.066375632371083432 0.029134560254719662 0.025044783187993441 leaf_weight=5.2533321364439471 56.584457420645776 27.524287100327115 7.2943222804533425 550.46913742705101 28.980908518956895 24.616954412353635 3.204449544488738 leaf_count=29811 3309 4966 542 31280 14063 5927 280 internal_value=0 0.00197314 0.040079 -0.0023002 -0.0254826 0.00900164 -0.0567932 internal_weight=0 641.872 63.8788 577.993 62.0556 29.8703 32.1854 internal_count=90178 40097 3851 36246 50081 35738 14343 is_linear=0 shrinkage=0.1 Tree=1401 num_leaves=8 num_cat=0 split_feature=6 3 10 9 0 1 8 split_gain=2.57614 3.70382 4.12434 3.10298 23.5076 10.1718 2.50634 threshold=13.564787983629468 13.024616908589378 8.9652539324082632 7.0974436530465734 8.2594399441877027 8.6682970323378132 14.912049036752725 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.0035193551709877275 -0.073688403508219799 0.014837711132201706 0.038412052291735957 -0.020260492093163173 0.042901806751068326 0.00029391975160460572 -0.075050109949053617 leaf_weight=568.91570153536668 2.6047313824528819 5.657668784609994 48.22579340392258 273.65950894397884 133.93190328598394 1950.6248058240817 5.2028344275895506 leaf_count=14848 29 57 1558 9204 2920 61436 126 internal_value=0 0.0200746 0.0313568 -0.00041256 0.00537487 -0.00224291 -0.030921 internal_weight=0 61.691 50.8305 2927.13 702.848 2224.28 10.8605 internal_count=90178 1770 1587 88408 17768 70640 183 is_linear=0 shrinkage=0.1 Tree=1402 num_leaves=6 num_cat=0 split_feature=8 0 8 6 4 split_gain=3.78079 4.29699 4.80069 4.43109 0.073216 threshold=14.898934405764823 13.365415874404215 14.930228801065299 10.271758836074349 12.850622973199927 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.027176105415242402 0.00066446507823150281 0.14222489912938652 0.0035503368298072328 -0.014929024195871738 -0.075438408414719688 leaf_weight=2.0053031298251076 3487.4439826642529 3.4894437038601591 5.7422066403087229 191.27610141984587 5.39136583739554 leaf_count=6161 38133 138 66 12060 33620 internal_value=0 2.97923e-05 0.064745 -0.00015016 -0.0671489 internal_weight=0 3687.95 9.23165 3678.72 7.39667 internal_count=90178 50397 204 50193 39781 is_linear=0 shrinkage=0.1 Tree=1403 num_leaves=8 num_cat=0 split_feature=0 9 8 8 8 2 5 split_gain=4.80681 19.0427 20.5149 11.9679 11.1191 10.5325 4.69235 threshold=8.5416360423644822 7.5045777102697881 14.930938140750223 14.930133035486136 14.91799612024902 14.705124211437971 11.642120317757486 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.05650271521955004 -0.053551899505042001 0.0086414132852240932 -0.0034153959702950877 -0.006843140910200593 -0.0012649195547857388 0.015726291330348637 0.063269234615738787 leaf_weight=37.757154163119594 143.87309667116256 955.64692714649777 187.24262031062972 1042.7003711777097 926.71540331976576 600.55130535084754 2.7529053185426156 leaf_count=11703 3867 50753 1611 8361 8032 4900 951 internal_value=0 -0.00312237 -0.0252959 0.00056248 0.0040377 0.00542228 -0.0470354 internal_weight=0 2329.46 331.116 1998.35 1567.78 1527.27 40.5101 internal_count=90178 64592 5478 59114 25586 12932 12654 is_linear=0 shrinkage=0.1 Tree=1404 num_leaves=8 num_cat=0 split_feature=5 9 6 2 9 0 5 split_gain=2.71334 6.57912 5.67258 4.1513 3.88317 6.33194 4.44364 threshold=10.408931102912307 8.7663590102128701 9.193347762996618 14.774897256353604 8.0175466751172468 10.291776458473333 9.8464219473282011 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.010796822534258654 0.0017562542737022291 -0.024866330744887848 0.012183385563307347 -0.055032344192042663 0.037119678989188137 -0.03066346183604203 -0.049253025049616567 leaf_weight=35.249292207214239 19.398667524857295 55.137550910882567 155.67412811947457 36.911655906469925 70.876977431854357 16.245170851053672 17.730321919273365 leaf_count=2451 23477 5518 20400 26216 5433 1045 5638 internal_value=0 -0.00573491 0.00242143 -0.0357796 0.0113968 0.024276 -0.00983979 internal_weight=0 267.122 210.812 56.3103 140.102 87.1221 52.9796 internal_count=90178 75611 25918 49693 14567 6478 8089 is_linear=0 shrinkage=0.1 Tree=1405 num_leaves=5 num_cat=0 split_feature=1 9 10 1 split_gain=2.68386 3.10427 8.0028 7.35905 threshold=6.3193560299700344 6.4104671060968021 8.2512384074382776 7.6952505416976464 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.065498805881954433 0.017071035903850413 -0.02161776066188054 -0.055820344767788049 0.00084305016615934196 leaf_weight=5.2035151149111689 202.41006153132162 156.23984214667553 15.296791211119624 2016.8740878232807 leaf_count=380 2942 2597 719 83540 internal_value=0 0.000361534 0.0117176 -0.00078101 internal_weight=0 2390.82 217.707 2173.11 internal_count=90178 89798 3661 86137 is_linear=0 shrinkage=0.1 Tree=1406 num_leaves=8 num_cat=0 split_feature=0 10 8 9 3 1 4 split_gain=2.61046 10.5527 12.638 7.86374 6.71864 6.51939 4.66384 threshold=9.1799631872983003 9.8851236432969518 14.834612849217498 8.2319045587089175 8.0251953517255306 9.718695308498754 15.675233724471719 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.0013119026268276959 -0.011070392896330168 -0.061580455616935217 0.090184759904522335 0.07186935590108981 -0.0024742023115473682 -0.064838041478312819 -0.05704662927818293 leaf_weight=1834.3092089769732 46.699997180747459 6.2105965192603803 24.731244989145637 11.785477650146218 246.05456702574224 14.020753353319831 41.874463385681622 leaf_count=43566 3145 159 1498 1163 37895 598 2154 internal_value=0 0.00176058 0.0587485 -0.00767464 0.00118846 0.000775324 -0.0332003 internal_weight=0 1879.27 30.9418 346.415 257.84 1848.33 88.5745 internal_count=90178 45821 1657 44357 39058 44164 5299 is_linear=0 shrinkage=0.1 Tree=1407 num_leaves=6 num_cat=0 split_feature=8 7 6 2 10 split_gain=2.24914 2.14031 8.26695 3.03116 0.283317 threshold=14.926011390706412 11.368128635468112 11.711454947557465 14.158163353284033 10.944792569123768 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.0050960491029309798 -0.071405007342239285 0.048066173141580348 -0.027707618756007836 -0.0057617761302615911 -0.015828502587924932 leaf_weight=475.08017755907986 3.8017105807954996 35.926801105262484 22.761578304087152 558.03753954752369 2.0009022487020474 leaf_count=14750 23701 1732 2570 45579 1846 internal_value=0 0.000294318 0.0187064 -0.000768695 -0.0573847 internal_weight=0 1091.81 58.6884 1033.12 5.80261 internal_count=90178 64631 4302 60329 25547 is_linear=0 shrinkage=0.1 Tree=1408 num_leaves=8 num_cat=0 split_feature=6 0 2 2 3 8 1 split_gain=3.40269 4.99872 5.99434 4.8331 7.29564 6.02546 4.31003 threshold=10.753432602737652 9.5360310389204361 13.199148456059392 13.316620011614498 7.5962174749703495 14.828882741269299 8.9986732655209583 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.036542694012264489 -0.0054635788543689005 0.0671258229608373 -0.019707948175372327 -0.009897949520230917 -0.041594549570334836 0.0090502610122816535 -0.11723482528887981 leaf_weight=14.683359687246087 5.8920422785984581 8.3063240270642762 53.868476040723877 225.32668096688485 50.843224897099667 648.97506529016596 7.6870833445359139 leaf_count=769 302 5782 6400 6836 4523 64952 614 internal_value=0 -0.0197089 -0.00722836 0.00218849 -0.0237993 0.00416116 -0.0724381 internal_weight=0 75.7539 62.1748 939.828 65.5266 874.302 13.5791 internal_count=90178 13098 12182 77080 5292 71788 916 is_linear=0 shrinkage=0.1 Tree=1409 num_leaves=8 num_cat=0 split_feature=8 7 5 9 0 5 6 split_gain=4.29424 8.68817 8.24122 6.99462 15.3584 6.39086 4.0815 threshold=14.918440503101598 5.2791211112091458 11.509053352145829 9.8488039580207793 9.4837301851795068 14.97309612268935 8.5641686243771176 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.010147761795552452 0.0023939813309149338 -0.030614819594104628 0.011054881721716099 0.015204495003907186 -0.070911335443091916 -0.088045723636163267 -0.0898048736473301 leaf_weight=43.908633957170679 7.2071857616883817 52.016071432056719 454.47198112634237 76.39799592869042 48.451231006736833 5.5039353484717131 13.086143940959458 leaf_count=29550 5133 15215 15449 8936 14613 172 1110 internal_value=0 0.0041054 0.00672353 -0.0139607 -0.0326793 0.00728757 -0.0584858 internal_weight=0 526.781 506.488 174.262 92.3599 81.9019 20.2933 internal_count=90178 36907 30664 53271 44163 9108 6243 is_linear=0 shrinkage=0.1 Tree=1410 num_leaves=8 num_cat=0 split_feature=3 8 5 5 7 4 8 split_gain=2.55802 13.9959 26.4995 16.6692 5.92116 7.82279 6.23009 threshold=7.6635694120840094 14.919105595273921 10.590595189609489 10.566216413834532 3.3447386312324041 10.198093721186735 14.647819763413478 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.031233338378507104 -0.036770302660900651 -0.017440149731430109 -0.09111959485261166 0.03541939391129189 0.032529487305290122 -0.002902959503173287 0.030977021286540542 leaf_weight=33.788055057342717 14.935700894533509 87.302222384489141 35.315436789174782 184.06051907502115 62.924897341039468 2470.9760124407544 95.365742515190504 leaf_count=1389 890 943 1143 1529 1534 81147 1603 internal_value=0 0.00817717 -0.0317031 0.0184119 -0.00101975 -0.00201057 0.0215555 internal_weight=0 340.466 69.1035 271.363 2644.2 2533.9 110.301 internal_count=90178 5004 2532 2472 85174 82681 2493 is_linear=0 shrinkage=0.1 Tree=1411 num_leaves=8 num_cat=0 split_feature=3 5 5 1 9 0 5 split_gain=3.83692 8.42001 7.19296 7.14948 8.76562 6.97347 6.26815 threshold=7.9506990956577619 9.8114929568947904 11.375235484518837 8.0390013154073383 6.9602043955360182 7.4440949229937159 10.171815641721787 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.012299209336055487 -0.0044933151690948331 -0.021370358332609352 0.0039932055433304072 -0.013975834032332572 0.0020718429562825943 0.041822368543681987 0.030145305165952416 leaf_weight=40.145558467831904 79.537447762592592 328.95546749535606 168.70234185066334 393.63696178814371 2474.5143090248712 56.21664057428643 149.93699918450625 leaf_count=574 1240 5673 2528 5936 69885 844 3498 internal_value=0 -0.00754047 -0.0127815 0.00122689 -0.00013471 0.01938 0.0181719 internal_weight=0 594.02 497.658 3097.63 2868.15 96.3622 229.474 internal_count=90178 9619 8201 80559 75821 1418 4738 is_linear=0 shrinkage=0.1 Tree=1412 num_leaves=8 num_cat=0 split_feature=0 9 10 9 8 8 0 split_gain=4.66409 23.5536 11.9284 15.7493 12.2359 9.72484 7.62297 threshold=8.9213384134852038 7.802479439624201 9.0825933022799301 8.0587128613703758 14.926867895088117 14.932038140668062 9.2262521820213781 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.02029596430488214 -0.056345367374878642 0.012056262296292459 0.017496729540495325 -0.048356866607809496 0.002082549672018652 -0.011278865402366074 -0.0044802245805788754 leaf_weight=297.08466624904804 109.98654659154181 388.5962748170806 640.92715038876588 37.54339121126884 1354.0665657862555 85.290543250070186 978.91789353786442 leaf_count=18748 2882 6671 7937 782 10189 723 42246 internal_value=0 -0.00442515 0.00263443 0.0137869 -0.00195377 -0.0368196 0.000224201 internal_weight=0 1562.79 2329.62 678.471 1651.15 195.277 1367.51 internal_count=90178 52522 37656 8719 28937 3605 48917 is_linear=0 shrinkage=0.1 Tree=1413 num_leaves=6 num_cat=0 split_feature=2 8 1 3 4 split_gain=2.56431 3.12719 6.95571 3.42652 0.864376 threshold=10.068171703563053 14.390433651313669 8.7228285616283561 10.147456963937444 12.078291958519324 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.0066004604864449952 0.0098031256264749338 -0.046297401496144988 0.001985337034427148 0.070443382835690335 -0.083631604030227791 leaf_weight=2.348846091696287 44.955454475868294 32.000454462801713 310.59791688422263 10.90508612909616 3.8303726625796628 leaf_count=164 907 24703 60918 431 3055 internal_value=0 0.00095112 -0.00264614 0.022672 -0.0593485 internal_weight=0 398.459 342.598 55.8605 6.17922 internal_count=90178 86959 85621 1338 3219 is_linear=0 shrinkage=0.1 Tree=1414 num_leaves=8 num_cat=0 split_feature=6 3 3 9 1 3 0 split_gain=2.66415 5.73157 3.89472 3.61433 13.0476 8.05279 3.50442 threshold=6.235404151573678 8.1680235874929625 8.9622948833398279 7.0434378644324802 8.4383057693222039 8.1556290402387166 8.1840232086397702 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0052257669614067977 -0.0036242927333861776 -0.072818270083107858 0.0044108803290412264 -0.023346418169862132 0.0020437830548302753 0.01566954480079227 0.083968730282470747 leaf_weight=54.868107845323721 436.09130590279528 21.820547165534894 8.9940971416790472 242.47313871596225 1198.8389512353629 427.67404414189605 3.7824713859970407 leaf_count=1608 6422 1003 728 5257 66802 7895 463 internal_value=0 -0.0166699 -0.0508467 0.000824328 -0.00224086 0.00593569 0.00183777 internal_weight=0 89.4652 30.8146 2305.08 1441.31 863.765 58.6506 internal_count=90178 3802 1731 86376 72059 14317 2071 is_linear=0 shrinkage=0.1 Tree=1415 num_leaves=8 num_cat=0 split_feature=10 1 1 10 8 5 10 split_gain=2.66836 19.2763 10.5275 11.2285 10.5194 8.62074 6.81465 threshold=8.0832592430567054 8.0632785589488254 7.7619200682033762 7.7338523840769797 14.891696904234349 10.226980690362174 8.2124917739664038 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=-0.0034424791936391121 -0.012893455720479117 -0.027993611234586852 -0.064075891443933566 0.036596463971069526 0.076363892477524509 -0.013257825383842707 0.001788947584714705 leaf_weight=377.58584341673838 17.312816146535397 80.385271685598127 39.22746889933785 84.956021135241826 51.314903790184644 201.63964359519059 1371.0150637908275 leaf_count=4717 215 1395 1037 954 805 2547 78508 internal_value=0 0.0025871 -0.00485763 0.00397464 0.053985 -0.0217647 0.000121313 internal_weight=0 1520.03 703.409 462.542 68.6277 240.867 1451.4 internal_count=90178 80923 9255 5671 1020 3584 79903 is_linear=0 shrinkage=0.1 Tree=1416 num_leaves=8 num_cat=0 split_feature=6 3 8 3 3 8 8 split_gain=2.17478 4.77281 6.34478 2.87701 2.86361 4.5187 1.86811 threshold=14.080861139668583 10.606625272355076 14.877113625005363 9.0995930011054131 13.024616908589378 14.874443652260416 14.859092336325736 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.019614136666863839 0.007607239944115639 0.05941455238659149 -0.058110035041174971 0.11246206717037269 0.093770354722860022 0.0011070858374220877 0.0015410762117645522 leaf_weight=117.47619386192287 4.2159519346751058 7.19782828295138 9.4651645683370571 6.6334702429358003 4.2686646876973082 941.29868828888834 3.82416534769186 leaf_count=11593 64 59 801 138 44 77308 171 internal_value=0 0.0272546 -0.00685392 0.0757974 -0.000729607 -0.00120837 0.055151 internal_weight=0 27.5124 16.663 10.8494 1066.87 1058.77 8.09283 internal_count=90178 1062 860 202 89116 88901 215 is_linear=0 shrinkage=0.1 Tree=1417 num_leaves=6 num_cat=0 split_feature=10 8 8 8 8 split_gain=3.45669 3.75446 13.742 8.56223 0.076539 threshold=6.4024571332175748 14.601153418519075 14.67823852713458 14.572237689267261 14.828882741269299 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.083658026221642812 -0.017728992913294408 -0.090810727017764881 0.00047518698130841972 0.039601801776188314 -0.029965720521069536 leaf_weight=3.5701421842458663 40.812520078615762 15.805069377429389 881.41522615625763 68.817395580583252 2.0158239013290427 leaf_count=208 2371 1035 85333 1059 172 internal_value=0 0.000909691 -0.00123218 0.0182916 -0.0717739 internal_weight=0 1006.85 897.22 109.63 5.58597 internal_count=90178 89798 86368 3430 380 is_linear=0 shrinkage=0.1 Tree=1418 num_leaves=5 num_cat=0 split_feature=8 2 8 9 split_gain=4.18292 5.84923 4.45059 2.34625 threshold=14.877113625005363 10.530406060197963 14.915975245213344 9.4241555777066477 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.08198748477182681 -0.031174696412579434 -0.021632277826290298 0.001992240734412629 0.071343136831922713 leaf_weight=5.2418666755638688 2.0306974697678042 91.323823412660317 584.32446172901155 14.330431595747767 leaf_count=12091 135 35491 38942 3519 internal_value=0 0.00024267 -0.00122821 0.0575562 internal_weight=0 692.009 675.648 16.3611 internal_count=90178 78087 74433 3654 is_linear=0 shrinkage=0.1 Tree=1419 num_leaves=8 num_cat=0 split_feature=5 8 1 8 7 6 6 split_gain=2.62058 7.68851 7.36994 7.36411 3.90142 10.9049 8.31626 threshold=9.6383445967260339 14.927628583228445 8.5964268575750946 14.894913004998687 6.1430139522990919 7.794422939525588 10.401818368918741 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.00040444809778285637 -0.0076638091787199318 -0.048287267175925581 0.062509829175822554 0.067080781099494433 0.018450620713946247 -0.0014991016420124515 0.029034829800255409 leaf_weight=31.526520720874942 1003.7331209519643 25.365059349336661 6.8474265433324026 33.931377694461844 335.4286086625325 1475.8664162192449 64.816877776183901 leaf_count=1924 25096 508 53 367 8558 52752 920 internal_value=0 0.0159503 -0.0235621 0.0354567 -0.000623344 0.00220347 -0.00541265 internal_weight=0 97.6704 32.2125 65.4579 2879.85 1811.3 1068.55 internal_count=90178 2852 561 2291 87326 61310 26016 is_linear=0 shrinkage=0.1 Tree=1420 num_leaves=8 num_cat=0 split_feature=10 1 5 7 2 0 0 split_gain=3.89208 10.7154 11.3674 9.61087 9.3871 7.14729 5.77354 threshold=9.7747015689184327 9.745784231455481 13.166102845762692 4.1090471306345142 12.673578259141348 10.105838082513316 9.3566912435029881 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.00057344998277491241 0.17607220606893992 0.069934263931397345 -0.11585066926600292 -0.01825802936558631 0.022309414914426742 0.0050344158872461554 0.014759358272076013 leaf_weight=2775.0867302091192 3.8756563767038896 34.865858115662945 2.725733841678788 375.03627437554223 23.631852184488935 202.22346442247601 268.42020870761553 leaf_count=47339 222 1528 78 12192 974 18190 9655 internal_value=0 0.00144744 0.0538103 -0.0073206 0.0493901 -0.0101037 0.000783221 internal_weight=0 3081.1 37.5916 604.767 27.5075 577.26 3043.51 internal_count=90178 58600 1606 31578 1196 30382 56994 is_linear=0 shrinkage=0.1 Tree=1421 num_leaves=8 num_cat=0 split_feature=10 1 10 1 10 10 5 split_gain=4.33875 37.3518 19.574 17.1891 24.5926 12.3659 9.96428 threshold=9.5907743509547654 9.3707325628495592 9.3322120462446776 9.6660008048806585 9.7995292039055872 9.4461069696651929 10.750656115701295 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0016683696539016549 -0.05595111560649773 -0.071085868345705377 0.027077881190559566 -0.054372922165160688 0.003741388884317934 -0.023130534283030971 0.030849789418271257 leaf_weight=2335.8660132376767 13.022036948529715 82.951665137758994 262.59453374202985 80.43234161515818 687.49644337082373 154.10218208943974 264.46885632749718 leaf_count=43825 391 2388 3780 2645 30034 3282 3833 internal_value=0 -0.00222687 0.00124596 0.00530698 -0.00240826 -0.0401395 0.0265901 internal_weight=0 2835.51 2598.46 1045.42 767.929 237.054 277.491 internal_count=90178 53275 47605 36903 32679 5670 4224 is_linear=0 shrinkage=0.1 Tree=1422 num_leaves=8 num_cat=0 split_feature=5 7 2 6 8 5 9 split_gain=2.58407 6.06765 5.48557 5.38578 6.53277 4.83533 3.99763 threshold=10.729244079221766 5.8130593955156682 12.880374407927007 10.066501403202057 14.828882741269299 9.9384965954451534 9.7663550590762966 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.0084503656563525553 0.0048094699525207153 -0.052916913720256809 0.027436500742935077 -0.01723724595196463 -0.042707427192151481 -0.043712289506523894 0.025275774756208649 leaf_weight=38.926794391117454 50.851198416228726 8.2588421214049941 113.78168042742504 33.790532696062549 65.56914853415239 31.293081747689428 60.137746793893363 leaf_count=3061 2236 683 13523 6274 46821 6530 11050 internal_value=0 0.00820163 0.0216129 -0.00779759 -0.0220883 -0.015083 0.00996132 internal_weight=0 192.26 122.041 210.349 116.42 70.2199 93.9283 internal_count=90178 23797 14206 66381 49057 9591 17324 is_linear=0 shrinkage=0.1 Tree=1423 num_leaves=8 num_cat=0 split_feature=5 8 4 6 0 8 5 split_gain=2.64077 10.5722 4.6745 4.00039 9.55567 5.45394 1.44053 threshold=10.367456900581763 14.900477465854346 14.892706599401937 6.6387045061442764 7.7372540698138659 14.828882741269299 10.259444080357182 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.011273513693280781 0.027751016131778779 -0.099747554950401732 0.014448559650284992 0.020705819956089493 -0.04384824448622722 0.00098665029466725278 -0.025598599791906568 leaf_weight=240.978896808689 27.246398107816049 12.370176113548199 98.829873919471538 151.11470745535689 54.47505687324815 1801.431452874675 4.3246423692166465 leaf_count=4984 523 4213 3185 4383 2589 69181 1120 internal_value=0 -0.00770762 -0.00377207 0.00161129 -0.0199297 0.00252261 -0.0830721 internal_weight=0 356.504 339.809 2034.27 81.7215 1952.55 16.6948 internal_count=90178 13502 8169 76676 3112 73564 5333 is_linear=0 shrinkage=0.1 Tree=1424 num_leaves=8 num_cat=0 split_feature=5 1 3 0 0 8 3 split_gain=2.53288 9.53825 7.55117 5.42367 5.11869 5.04794 2.29928 threshold=11.748821011074428 7.9407601925357643 8.7785296463034985 9.1580241395897115 9.2734932992797301 14.902767949361744 8.7873144074596041 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.0031098468761482914 -0.088588472460761999 0.019183506438705474 -0.008336981361615519 -0.039203211108495117 -0.0020230695940938841 -0.028230430473733543 -0.016163543461389578 leaf_weight=1313.2732496966246 11.131623140330307 249.85410687987155 307.73084123300356 69.110852877472723 208.03931762292478 52.488897393730667 7.6960989597517928 leaf_count=13385 177 7834 10347 15699 24168 18446 122 internal_value=0 0.00664421 -0.00157449 -0.0140865 0.0095651 0.00188561 -0.0612921 internal_weight=0 476.721 1742.6 376.842 457.893 1365.76 18.8277 internal_count=90178 32301 57877 26046 32002 31831 299 is_linear=0 shrinkage=0.1 Tree=1425 num_leaves=8 num_cat=0 split_feature=0 8 3 8 8 6 5 split_gain=2.06825 8.79462 6.59289 21.6161 16.259 6.49769 4.80403 threshold=8.4389157441427276 14.894913004998687 8.6208915822629688 14.891696904234349 14.899147067329563 9.9399606852453637 10.323797458099877 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=0.001484819642257934 -0.022956129439483313 0.0015182456348204528 0.0055444542085364406 0.049411099819428879 -0.032568865349531489 0.11475113796731209 -0.053608086596681384 leaf_weight=144.24270159800307 68.970097717781755 22.754308617926313 563.62895111758894 100.09809368564959 138.60627299510452 4.2502254898208767 50.387803774004908 leaf_count=4432 6383 4269 25224 9370 26810 105 13585 internal_value=0 -0.00853688 0.00226168 0.019928 -0.00201392 0.00547269 -0.0366693 internal_weight=0 221.635 871.303 169.068 702.235 148.493 73.1421 internal_count=90178 22391 67787 15753 52034 4537 17854 is_linear=0 shrinkage=0.1 Tree=1426 num_leaves=7 num_cat=0 split_feature=2 5 8 8 3 4 split_gain=3.25356 3.43385 14.6705 13.3471 0.375585 0.0109333 threshold=11.682578314229954 11.824289399418282 14.85291165514945 14.828882741269299 7.6949316252648501 16.315780281752929 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.01757560175826205 0.015551612013558822 -0.027029053990669745 -0.01592580040814907 0.018228079967069086 -0.081343090221654021 -0.031748446615182661 leaf_weight=2.6198435443127455 240.97001096365398 82.47108742618002 380.6048681936727 296.83828319239251 3.7768265318660781 2.0116611689212185 leaf_count=270 8695 823 50438 24163 2465 3324 internal_value=0 0.000856922 -0.00371737 0.00834288 -0.0582248 -0.0713233 internal_weight=0 1000.88 621.575 379.309 8.40833 5.78849 internal_count=90178 84119 59133 24986 6059 5789 is_linear=0 shrinkage=0.1 Tree=1427 num_leaves=7 num_cat=0 split_feature=4 9 0 10 6 9 split_gain=4.11211 4.34847 10.8553 10.8358 0.93893 0.172051 threshold=22.005150708497776 8.7445086335579791 9.7133624769090101 9.8988532763241484 12.350133728966869 12.6516178282226 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.0007660737006098202 -0.094702069417054849 0.039105112182726318 -0.00116134580829397 -0.062263388701904947 -0.038719720812999472 -0.0015103106966109438 leaf_weight=110.79679160518603 4.2675076075269072 77.245764920770398 463.44991472842162 35.172842458489328 2.2750747869558836 2.1384580412213836 leaf_count=55141 267 4233 26751 3701 60 25 internal_value=0 0.000514528 0.00465284 -0.0147418 -0.0651163 -0.0243002 internal_weight=0 686.665 540.696 145.97 8.68104 4.41353 internal_count=90178 89826 30984 58842 352 85 is_linear=0 shrinkage=0.1 Tree=1428 num_leaves=8 num_cat=0 split_feature=0 9 0 0 8 9 6 split_gain=2.63581 7.14837 14.5132 7.80602 5.18391 8.46076 6.78754 threshold=7.6292039315387203 6.8591281928283179 8.1031199673736882 8.4504249426996729 14.928289171479859 6.1590167640532769 9.211163613968095 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.027147660983167676 0.0022859967654800229 -0.014019445897499237 0.051372916147073448 0.001368775261919335 -0.047443280594138805 -0.025117425594896672 0.091906701229413579 leaf_weight=57.319852628555964 233.98306146866889 390.19129495133529 80.160125577694998 2094.6278337163326 48.753437070350628 65.054470418050187 2.8448028385173521 leaf_count=996 6325 11061 1629 67232 1360 1533 42 internal_value=0 0.00074671 0.0149348 -0.00105231 -0.0119046 -0.000614963 -0.0381591 internal_weight=0 2798.96 314.143 2484.82 173.973 122.374 51.5982 internal_count=90178 86247 7954 78293 3931 2529 1402 is_linear=0 shrinkage=0.1 Tree=1429 num_leaves=8 num_cat=0 split_feature=6 5 8 1 0 8 10 split_gain=3.76166 8.48131 11.8731 8.28134 7.50711 12.271 10.4643 threshold=8.2151902097263925 11.948313063222631 14.932038140668062 8.6087774066356726 9.770020931619106 14.925483554398431 9.1626661521175325 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00094480392598244017 0.0013333447040139255 -0.080234190351795021 0.021070592738434996 -0.010286822896665515 -0.046002707314919317 0.017554378644752126 -0.016440943180502914 leaf_weight=1487.7208295483349 721.49149727386259 17.851304221451187 364.08746672293637 170.76334643075336 33.206026678835542 272.61177784055326 611.1350248196635 leaf_count=26072 15373 323 2989 2738 21560 4242 16881 internal_value=0 0.00285083 0.00491101 -0.0172952 -0.00358123 0.0105258 -0.00682406 internal_weight=0 2040.42 1851.81 188.615 1638.44 305.818 1332.63 internal_count=90178 32122 29061 3061 58056 25802 32254 is_linear=0 shrinkage=0.1 Tree=1430 num_leaves=8 num_cat=0 split_feature=0 9 8 10 1 1 8 split_gain=4.03242 17.4593 10.2725 9.30346 30.8799 18.6512 7.83657 threshold=8.6439846803498188 7.554378062205676 14.930938140750223 8.816471673582063 8.7543579803653859 8.849485735198181 14.928789002129244 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.001336714097229124 -0.051492900936532505 0.0086926615653260264 -0.010590976541031629 0.040228220463201056 -0.078558680437919748 0.0024017012765420089 -0.004783606654193976 leaf_weight=1057.6280720703016 105.45580517375765 680.73314069276876 146.69113899947843 178.08739005479083 49.693769617972521 479.51113956105519 1174.6180086539371 leaf_count=19435 3137 47529 1288 2016 824 6506 9443 internal_value=0 -0.00319826 -0.0278333 0.00327934 -0.00231643 0.0126912 0.00016289 internal_weight=0 2107.5 252.147 1764.92 1107.32 657.599 1855.35 internal_count=90178 61397 4425 28781 20259 8522 56972 is_linear=0 shrinkage=0.1 Tree=1431 num_leaves=8 num_cat=0 split_feature=5 0 0 3 8 3 5 split_gain=2.6518 5.12067 4.85554 4.00767 3.26772 2.71719 2.20895 threshold=11.665408354556964 11.547063685880929 11.036062721795156 11.479174892240597 14.582277153272187 8.4189945557835184 13.07949930122852 decision_type=2 2 2 2 2 2 2 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.0076641661751127854 0.056501711963970004 0.035249544595555404 0.027167443753397365 -0.075985391991791329 -0.086662136792038824 -0.044062074175065809 -0.036837443620253332 leaf_weight=311.56382687410473 2.0301160565859879 2.2432711248402475 23.889118362659023 4.8399917765109413 8.6480921241920878 41.365158650899538 5.9549660613718336 leaf_count=54856 4507 71 1201 148 317 23800 5278 internal_value=0 0.00374659 -0.0171812 0.00614922 -0.0606996 -0.0381908 0.0136159 internal_weight=0 327.295 73.2394 316.404 10.8914 43.3953 29.8441 internal_count=90178 55392 34786 55004 388 28307 6479 is_linear=0 shrinkage=0.1 Tree=1432 num_leaves=8 num_cat=0 split_feature=9 1 8 6 8 8 8 split_gain=2.59036 10.9749 7.76929 5.80344 5.34418 16.5509 12.2665 threshold=7.6529449269498793 9.0495215159143516 14.828882741269299 8.9344763051409597 14.859092336325736 14.890157152163896 14.828882741269299 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0013065934986975639 -0.043370719208095765 0.035554106503957801 -0.0020256828582853412 -0.0072465627010208956 0.037738848207261151 0.00093082458520383983 -0.063315055758923086 leaf_weight=112.91711587854661 92.919613774621666 61.493703610865509 458.94647300222505 85.379097321948507 132.79705149174333 1405.4511025581371 38.683677462511696 leaf_count=1495 5356 5956 42023 3092 1398 30563 295 internal_value=0 -0.00487198 0.00247431 -0.0262094 0.00236259 0.00413092 -0.0154896 internal_weight=0 698.739 520.44 178.299 1689.85 1538.25 151.601 internal_count=90178 56427 47979 8448 33751 31961 1790 is_linear=0 shrinkage=0.1 Tree=1433 num_leaves=8 num_cat=0 split_feature=6 1 7 10 0 10 9 split_gain=2.62162 5.59195 7.72828 7.58074 5.04848 16.0281 9.39178 threshold=7.878707844948976 8.5212886891278075 1.0000000180025095e-35 8.5923163276990895 8.7547680168717594 8.7031816614073332 7.602738057929499 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0014075196263256271 -0.0023793478283724652 0.091020975685460803 -0.022888024285788858 0.071415614635164895 -0.040767826620194902 0.02806248372914685 0.00036908014991055233 leaf_weight=677.09475730305508 489.5178815927153 5.1860149904846926 182.86944914361237 13.602455880541582 61.10936627848605 266.33995481968498 521.28784562592432 leaf_count=11011 7373 478 12366 479 2550 8115 47806 internal_value=0 -0.00404311 -0.0192819 0.000127818 0.00298361 0.00837028 -0.00400979 internal_weight=0 878.753 188.055 690.697 1338.26 755.858 582.397 internal_count=90178 24334 12844 11490 65844 15488 50356 is_linear=0 shrinkage=0.1 Tree=1434 num_leaves=8 num_cat=0 split_feature=0 6 6 6 8 7 4 split_gain=2.12366 5.74751 6.48287 3.69838 7.50279 7.24192 1.97507 threshold=9.3933457523545609 11.287438170879872 7.3241637301329776 9.7312057715141389 14.890123011153568 7.9507298441290502 14.912888476781843 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.0093227772280180428 -0.0040834666396282219 0.012711813586247043 -0.013802907297677223 0.018336824045889381 0.028224183728115221 -0.016281374201973672 0.11258300874607259 leaf_weight=185.4206016647509 141.6172738199011 3.5457162347463491 346.10136270186337 92.218646386590791 144.50980259966482 170.90881081745576 4.4794936504449652 leaf_count=12510 7176 132 39383 4402 9420 16969 186 internal_value=0 -0.00439993 -0.00573319 0.00442512 0.0122751 -0.0041252 0.0747553 internal_weight=0 539.547 531.522 549.255 286.127 263.127 8.02521 internal_count=90178 52211 51893 37967 16596 21371 318 is_linear=0 shrinkage=0.1 Tree=1435 num_leaves=5 num_cat=0 split_feature=6 10 4 7 split_gain=3.28473 3.32537 4.9708 3.9919 threshold=15.120249453586034 13.968651880388778 16.702863172247568 10.497562817113865 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0016493054065776327 -0.086361602253063122 0.16472308396615232 -0.025071339483069856 -0.030664414435676992 leaf_weight=962.2992242160899 3.3443898485878654 2.0025307143335587 2.1305829866881112 38.810173846713042 leaf_count=80905 354 108 183 8628 internal_value=0 0.000779253 0.0810616 0.000367244 internal_weight=0 1005.24 4.13311 1001.11 internal_count=90178 89824 291 89533 is_linear=0 shrinkage=0.1 Tree=1436 num_leaves=6 num_cat=0 split_feature=3 6 4 5 2 split_gain=3.99702 5.37533 4.79663 4.65805 3.24293 threshold=8.4540409920174273 6.0708020247992822 16.841379823687735 13.482924873017142 12.673578259141348 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=0.024700533571857013 -0.094804092249563529 0.0091495554411352067 -0.0079335421783130276 0.0497660775245794 -0.086737684575901627 leaf_weight=2.7446271925319818 4.8045310091158617 383.24192583982722 286.26129357944387 3.5211913939000672 12.937916615327351 leaf_count=848 1028 46738 16818 382 24364 internal_value=0 0.00101635 0.00184435 -0.0441228 -0.0669231 internal_weight=0 674.308 669.503 19.2037 15.6825 internal_count=90178 64584 63556 25594 25212 is_linear=0 shrinkage=0.1 Tree=1437 num_leaves=8 num_cat=0 split_feature=10 1 0 9 7 7 8 split_gain=2.45879 21.7159 15.1136 7.98629 6.17087 3.77817 3.59218 threshold=8.1294663553881694 8.1686944782077031 7.6595349308047718 6.8591281928283179 8.3871282401096909 4.1915811602213902 14.934791482392962 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.0019938829766625887 -0.060080615507437651 0.030770880438566729 0.02015501957299708 -0.001469072591222345 0.055669227679833483 0.13731893379431159 0.048058260117917723 leaf_weight=290.33904222587989 49.300480683567002 5.2442710610776002 182.84337108493128 2404.9282433338235 18.822445143227014 13.319420658595844 2.5501619861461213 leaf_count=9041 1097 92 4046 75048 503 329 22 internal_value=0 0.00815597 -0.00101513 6.60095e-05 0.00168494 0.11033 -0.0539534 internal_weight=0 327.725 2639.62 2587.77 309.161 18.5637 51.8506 internal_count=90178 9965 80213 79094 9544 421 1119 is_linear=0 shrinkage=0.1 Tree=1438 num_leaves=8 num_cat=0 split_feature=6 3 8 3 7 8 5 split_gain=3.51631 8.47917 8.92219 7.33465 6.07372 5.98647 2.18142 threshold=9.3173683923343713 7.2820048901685555 14.934267983690573 7.2820048901685555 5.0900860751100536 14.935545897668504 14.097259372530507 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.040043333496185912 0.034674313101718111 0.00079029726568028693 0.022246543624879808 0.028692885374568766 -0.012470199562522587 0.0066603085734020552 0.13005059214312661 leaf_weight=81.229447114366849 18.47204642223949 2773.6379528244329 207.37120982038323 37.626318127810521 507.61260900774556 40.812743969261646 2.0806062601900512 leaf_count=1538 275 54120 1645 1358 30891 307 44 internal_value=0 0.00122874 0.00228984 -0.00733671 -0.00958225 -0.0244977 0.0499156 internal_weight=0 3103.05 2981.01 565.792 545.239 122.042 20.5527 internal_count=90178 57610 55765 32568 32249 1845 319 is_linear=0 shrinkage=0.1 Tree=1439 num_leaves=8 num_cat=0 split_feature=7 10 0 5 3 0 9 split_gain=4.28802 9.75941 16.104 9.36013 15.9477 11.748 5.99174 threshold=5.9543022019664429 7.8993213645752016 8.2347183858967803 13.002133465885111 9.0576619998113639 10.089049489800589 5.6591766761881122 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0062395854557986061 0.074033609342534015 0.01739782296121407 -0.0053815818405329825 -0.020566172256137355 -0.026640371140618364 0.06975229449478626 -0.05046696280964056 leaf_weight=1230.6520031275691 3.2778335911061722 367.16626967277921 1975.4509812276785 20.649697008459043 166.592653187613 43.877946882494143 56.195965552840789 leaf_count=18761 45 5246 58112 404 4802 408 2400 internal_value=0 -0.00283008 -0.00180539 0.0040371 0.00230308 0.0409764 -0.0424945 internal_weight=0 2402.09 2342.62 1461.77 1397.24 64.5276 59.4738 internal_count=90178 65803 63358 24375 23563 812 2445 is_linear=0 shrinkage=0.1 Tree=1440 num_leaves=5 num_cat=0 split_feature=9 8 6 2 split_gain=2.57947 3.0816 6.1399 1.79646 threshold=5.9991806917619623 14.582277153272187 6.3752834714674353 8.5204735551472961 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.080447129070638085 -0.058157555682002482 -0.084141008928041536 -0.0014279415381564069 0.020275107152102744 leaf_weight=2.9567980293565475 2.0815033850375917 8.2485810094232175 304.41177506868564 81.341333491000114 leaf_count=1091 50 3585 82741 2711 internal_value=0 0.000694997 -0.00387137 0.0176524 internal_weight=0 396.083 312.66 83.4228 internal_count=90178 89087 86326 2761 is_linear=0 shrinkage=0.1 Tree=1441 num_leaves=8 num_cat=0 split_feature=6 8 3 8 2 2 8 split_gain=2.64622 5.15392 11.3546 4.83056 8.08153 7.66474 4.79725 threshold=8.0213340512632438 14.904746724265181 7.9669469790425067 14.899147067329563 14.083849938682597 14.800016537063614 14.859092336325736 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.022047507005952923 0.0079387930467199677 0.04555675761266794 -0.083970417549259935 -0.032088018257500406 0.0153139009520859 -0.010639077157744337 0.00010164111220266101 leaf_weight=108.77000814918802 451.69652794062279 9.1112536690134238 20.522796851925477 38.313248806663751 429.59066248037732 434.94699371496108 895.64385390192092 leaf_count=2635 9724 3516 11707 10543 23395 18996 9662 internal_value=0 -0.0035512 -0.043959 0.00316354 0.0113723 -0.00117638 -0.00231648 internal_weight=0 1034.05 29.6341 1354.55 467.904 886.644 1004.41 internal_count=90178 27520 15223 62658 33938 28720 12297 is_linear=0 shrinkage=0.1 Tree=1442 num_leaves=8 num_cat=0 split_feature=4 6 8 4 10 8 8 split_gain=2.43395 5.86481 4.91336 3.83053 3.14728 3.04074 2.33596 threshold=18.665636714938604 11.711454947557465 14.871999165111028 18.495626961458719 8.3583377762045128 14.910527555780067 14.883632987558505 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.00059716925914685972 0.043094558059192815 -0.014021983077443107 -0.043579292373071288 -0.03842582864773611 0.075929917007367898 -0.063622597608269438 0.10407679796799939 leaf_weight=2141.1778238766024 6.8232391305737599 2.2113868841261128 44.201749121435064 2.3860560755211386 10.373880089031841 6.3984556816922113 3.9334982607933853 leaf_count=43142 372 152 2880 51 655 42095 831 internal_value=0 -0.0200153 -0.0313834 0.000713466 0.0533074 0.000376311 0.065562 internal_weight=0 57.1699 51.025 2160.34 12.7599 2147.58 6.14489 internal_count=90178 4235 3252 85943 706 85237 983 is_linear=0 shrinkage=0.1 Tree=1443 num_leaves=8 num_cat=0 split_feature=4 2 8 6 10 4 4 split_gain=2.06257 4.12385 5.16346 4.41388 3.05844 10.3334 3.32495 threshold=20.959836909431807 13.993693819077535 14.890502843571452 7.3013007628317652 13.511210863355318 7.7417514024564502 19.714399874998094 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.00045934680082359745 0.027038143440605747 -0.054285379268188855 -0.082287391435375654 0.063052120511467205 -0.099212297703856173 0.077546847688098941 -0.030842925969231102 leaf_weight=992.49969595818311 10.115902238059904 2.9565676536213941 6.1247916175725541 21.351835871938874 3.3317568410857374 13.88537573571716 36.374674045757502 leaf_count=87819 108 74 137 386 27 619 1008 internal_value=0 0.0218734 -0.0165728 0.0471996 -0.000844773 0.039773 -0.00156243 internal_weight=0 40.5491 16.2407 24.3084 1046.09 17.2171 1028.87 internal_count=90178 705 245 460 89473 646 88827 is_linear=0 shrinkage=0.1 Tree=1444 num_leaves=5 num_cat=0 split_feature=8 8 8 10 split_gain=3.19061 3.86729 6.86051 5.62403 threshold=14.891696904234349 14.889955778994116 14.890123011153568 7.5139353511990938 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.039432189682954442 -0.073581195337093674 0.049750851859252987 0.00433424560354058 -0.00070644570637168336 leaf_weight=38.565094348610728 4.8004958801388957 38.759038946824148 204.99939897726654 719.80900692397609 leaf_count=823 57852 3550 12425 15528 internal_value=0 0.000799044 0.0117295 -0.00272507 internal_weight=0 1002.13 243.758 758.374 internal_count=90178 32326 15975 16351 is_linear=0 shrinkage=0.1 Tree=1445 num_leaves=8 num_cat=0 split_feature=7 6 0 9 8 5 5 split_gain=3.90591 12.5325 12.1432 15.0321 5.71418 5.50915 4.35024 threshold=8.6269761698090406 8.346656223500764 10.157963546252516 9.3214426243293893 14.918440503101598 14.235101055907755 12.192138495552094 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.0072124913822839282 -0.014942931181388531 -0.011837163413838173 -0.025047756849066662 0.065323871584391138 0.017077718079745605 -0.083849364838995133 -0.10975945829787831 leaf_weight=161.44833244902605 8.8173266118561191 89.024833268294856 84.155409640677533 33.675242231799416 284.95591740637974 19.186807047659045 10.793587349009327 leaf_count=59032 1663 12254 5581 2254 8726 343 325 internal_value=0 0.00602313 -0.00912338 0.00557538 0.0101814 -0.036664 -0.0699221 internal_weight=0 393.592 298.466 195.124 373.981 103.342 19.6109 internal_count=90178 22968 67210 61286 20980 5924 1988 is_linear=0 shrinkage=0.1 Tree=1446 num_leaves=8 num_cat=0 split_feature=0 9 8 8 6 9 10 split_gain=2.40682 15.7957 9.00259 7.77349 9.39579 7.46453 4.94428 threshold=8.9549965196770938 7.6647941498657906 14.934267983690573 14.931529438442423 4.3397287074235171 7.4333260617204386 8.5402206658866877 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.0043102183621079983 0.059530087072373485 0.038731632151319452 -0.041857536819526434 0.14294803540970266 -0.030263321486029799 -0.012099171362676566 -0.00045965387434106523 leaf_weight=927.06375095963449 67.163541788650036 31.944024258606987 9.3267552939942089 2.2340752817690364 127.04021522181574 394.29234156885013 1406.0342856144589 leaf_count=22057 1410 1021 173 22 6659 9983 48853 internal_value=0 0.00280755 0.0467869 -0.00288997 -0.0261956 -0.000591786 0.000437273 internal_weight=0 1514.47 76.4903 1450.63 129.274 1321.36 1437.98 internal_count=90178 51457 1583 38721 6681 32040 49874 is_linear=0 shrinkage=0.1 Tree=1447 num_leaves=8 num_cat=0 split_feature=2 0 10 10 9 10 3 split_gain=3.99983 8.40836 13.6669 11.3679 8.05256 13.8662 9.21141 threshold=14.241908315249958 8.7438333106679718 8.6796340009857555 9.2536141247924188 8.0453243903646356 9.2737970835846948 7.555671347408925 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.016172432049934949 0.0019820630280565472 0.015538208846595347 -0.018402835626427499 -0.0030216387895371948 -0.073903079418820683 0.00080929587443263169 0.014807582430389973 leaf_weight=112.62043276365591 690.61435750948624 498.40874498840651 626.63094237698613 972.22012184523862 30.9962943349542 110.99081998913789 621.40904609060374 leaf_count=1728 12227 11680 10287 31110 1077 12765 9304 internal_value=0 -0.00192198 -0.00772191 0.00327474 0.00582071 -0.0159035 0.0100389 internal_weight=0 2787.87 1317.25 1470.63 876.017 141.987 734.029 internal_count=90178 65304 22514 42790 24874 13842 11032 is_linear=0 shrinkage=0.1 Tree=1448 num_leaves=8 num_cat=0 split_feature=4 7 3 7 6 4 6 split_gain=3.86137 8.38322 6.1135 5.83692 10.8252 5.73736 5.52087 threshold=17.684334454576454 8.4179526480333653 8.4358814027792715 8.1755850269902215 10.544663899713303 14.20059259245812 10.707938423510576 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.003794167407089156 -0.015169920135415958 -0.043558934364189734 -0.0075575161178429847 -0.011607671810945588 0.058525768333914832 0.0050207944621232514 -0.071079972573889358 leaf_weight=1112.5922876335676 190.60602071641557 63.778484143212182 175.65609265022928 77.384914470498131 29.625772501381562 2190.7809403717156 18.616621839415984 leaf_count=22683 3689 1458 17918 2942 3128 37883 477 internal_value=0 0.000740041 -0.0172885 -0.0107759 0.00817077 0.00205162 -0.0204592 internal_weight=0 3542.81 239.435 316.233 107.011 3303.37 209.223 internal_count=90178 79942 19376 10236 6070 60566 4166 is_linear=0 shrinkage=0.1 Tree=1449 num_leaves=8 num_cat=0 split_feature=2 5 0 0 5 5 6 split_gain=2.54365 3.5653 11.3224 8.3106 2.41144 1.88951 1.5715 threshold=14.39239497677625 10.259444080357182 9.202982946615677 10.157963546252516 10.837931938820841 10.590595189609489 9.9882884293763876 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.010004386938905747 0.039339673859642876 -0.062466831498394985 0.0063193931497293951 -0.059157464870457671 -0.059109535810702565 0.041293149787522812 -0.010577243051845986 leaf_weight=58.881023966699047 56.129701965022491 25.940212813501091 213.16964221816551 9.1638843995897314 15.342700160090574 7.1662739866100074 12.156517380634481 leaf_count=6743 6032 27763 26269 625 11352 2265 9129 internal_value=0 0.0043115 -0.00137207 0.0248319 -0.0144588 -0.00390563 -0.0387789 internal_weight=0 304.403 239.11 65.2936 93.5465 66.0473 27.4992 internal_count=90178 60689 54032 6657 29489 9008 20481 is_linear=0 shrinkage=0.1 Tree=1450 num_leaves=8 num_cat=0 split_feature=7 4 8 7 8 2 6 split_gain=2.63756 5.54577 5.25281 5.01757 4.62987 9.23291 4.73601 threshold=8.0606436671028767 15.788320034641346 14.909654479947964 5.7511970618474804 14.909654479947964 14.915245129790531 7.0042513114173532 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0089670126810244746 -0.065130493340633755 0.010895662772132893 -0.059929707389450318 0.003141641526205205 -0.024151177134683087 0.16380612395343569 -0.007070693369811607 leaf_weight=573.40910493780052 13.688276641079993 596.16937540743493 9.6778040240790215 845.72176216889557 5.5212745724332191 3.6176028588776248 336.85856610377414 leaf_count=16550 383 9589 9458 25349 9897 5466 13486 internal_value=0 0.00166636 0.00966741 -0.00175381 -0.00761509 0.0590692 -0.00951665 internal_weight=0 2024.98 605.847 1419.13 359.686 9.13888 350.547 internal_count=90178 60946 19047 41899 29232 15363 13869 is_linear=0 shrinkage=0.1 Tree=1451 num_leaves=8 num_cat=0 split_feature=7 6 3 8 4 2 10 split_gain=2.4494 2.90223 6.20859 4.02151 1.04008 0.56862 0.0981929 threshold=11.815202653263983 9.1750502436701584 9.2512595335508347 14.905998535555076 17.123788765926573 14.381897442296582 9.3532761994643625 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.00019790172573947579 0.02274653247913197 0.0056641761397265324 -0.023712297990583896 0.056068119582648679 -0.029862518182580192 -0.035912346735724895 -0.079642857916347995 leaf_weight=1615.2949704409684 2.4876184296630601 457.46440202688314 115.42549344802683 15.418521844036375 2.3806408422335608 2.1743558468724515 4.0849463362731946 leaf_count=45120 1450 16092 9365 15773 91 595 1692 internal_value=0 0.00048831 -0.00140949 0.00742246 -0.0445763 -0.00612284 -0.0677688 internal_weight=0 2203.6 1730.72 472.883 11.1276 4.66197 6.46559 internal_count=90178 86350 54485 31865 3828 2045 1783 is_linear=0 shrinkage=0.1 Tree=1452 num_leaves=6 num_cat=0 split_feature=8 0 8 9 0 split_gain=2.05022 2.01855 4.96342 4.50456 0.449788 threshold=14.926011390706412 7.9340086892421535 14.891696904234349 6.7602965783811042 8.6537117469342366 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0099442857580262656 -0.011094689311313292 0.057013814841460855 -0.033463776519316396 0.0010367261031206706 -0.073620507355307521 leaf_weight=49.871063095658428 2.0933195417701098 13.594763694143692 53.996032924754218 962.16135861500925 3.5031825192711814 leaf_count=1322 11748 1273 4052 57984 13799 internal_value=0 0.000459123 -0.0127256 0.0018742 -0.0554606 internal_weight=0 1079.62 103.867 975.756 5.5965 internal_count=90178 64631 5374 59257 25547 is_linear=0 shrinkage=0.1 Tree=1453 num_leaves=8 num_cat=0 split_feature=3 9 6 10 1 3 10 split_gain=3.23277 7.30645 6.97405 5.65122 6.05265 4.67961 3.28711 threshold=10.482534587742423 10.719321924799104 11.635185785709139 12.182535247181088 11.043759500450847 10.102856416881361 10.334215978571264 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0024572288212391723 0.0014036306762014521 0.032195422464878824 -0.067231208910129001 0.0087843788830419978 -0.040744147925068801 0.15558354238117877 -0.085934842662691482 leaf_weight=905.33439349280366 5.6075373859192821 26.15184163911281 8.5387852417030015 4.6165508805798359 32.634226912502641 3.3264366638546221 17.167706795579271 leaf_count=74915 1670 2038 4330 301 2081 127 4716 internal_value=0 -0.0225619 0.00652443 0.00166767 0.000912355 0.0807851 -0.0652765 internal_weight=0 57.4659 34.6906 945.912 937.969 7.94299 22.7752 internal_count=90178 12754 6368 77424 76996 428 6386 is_linear=0 shrinkage=0.1 Tree=1454 num_leaves=8 num_cat=0 split_feature=3 2 8 0 5 5 0 split_gain=4.02356 9.00876 8.4576 6.28859 15.5296 11.9575 5.06113 threshold=10.606625272355076 14.404392704405003 14.905998535555076 10.798682231086122 13.002133465885111 14.235101055907755 9.1222009477300254 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.07339915676565853 0.043650352055960157 0.016905701931432891 0.018298118809737484 -0.06030761292034912 0.014469533177004624 -0.070168110474035691 -0.022368203370353522 leaf_weight=9.7803925716856366 79.260191172346254 37.172363483672058 153.36518248115533 34.82851814847254 122.54516544623993 9.5222583783834107 242.62816181183402 leaf_count=9729 4024 28772 13308 1584 5414 312 27035 internal_value=0 -0.00624146 0.0123873 0.00967796 -0.00235577 0.0307973 -0.0171089 internal_weight=0 442.946 163.146 246.156 157.374 88.7824 279.801 internal_count=90178 78844 23037 11334 6998 4336 55807 is_linear=0 shrinkage=0.1 Tree=1455 num_leaves=8 num_cat=0 split_feature=0 9 6 2 8 8 0 split_gain=2.29987 8.8903 8.45389 6.83688 8.63738 6.6629 4.68039 threshold=9.9905076069232894 9.4504944511485096 7.794422939525588 12.970039582877137 14.900477465854346 14.390433651313669 11.230750056178536 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.02578683382642363 0.081931020046621852 -0.013002308467480029 0.01568866967134502 -0.034934299545310174 -0.0014578087033342074 0.032421099660724408 0.0080862483995289437 leaf_weight=23.557321843924001 20.85507035658884 213.55270106832177 170.80284277697774 78.951859393821451 2144.3740068014795 101.15946235801675 205.62716142906356 leaf_count=227 304 12335 4121 30416 34201 2632 5942 internal_value=0 0.0055033 0.0232846 -0.00138003 -0.00266175 0.0213087 -0.00266277 internal_weight=0 610.838 191.658 2348.04 2223.33 124.717 419.18 internal_count=90178 22702 4425 67476 64617 2859 18277 is_linear=0 shrinkage=0.1 Tree=1456 num_leaves=8 num_cat=0 split_feature=2 3 8 6 5 7 7 split_gain=3.81126 6.27149 8.97859 6.40171 5.04659 4.23111 3.36193 threshold=15.639909282440689 8.6542180326630582 14.930938140750223 11.562143984117421 9.5142398139584579 5.1582025237401901 6.3442973408208303 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0088662672512133719 -0.017607914349320977 0.0074216492138433482 0.0045359076491342971 -0.041206437239033403 0.00065090562707461079 0.15877502817883285 -0.01944925387953822 leaf_weight=1054.1174661804885 2.036012629035155 1275.306473846166 949.01542547007557 26.676807917593806 138.52852937507487 2.233518793049484 207.15404808982288 leaf_count=25031 98 37348 7286 6684 3259 119 10353 internal_value=0 0.000993935 -0.00251768 0.00639443 -0.00996625 0.0872837 -0.0114157 internal_weight=0 3305.12 2003.13 1301.98 349.952 4.26953 345.683 internal_count=90178 76349 32317 44032 13829 217 13612 is_linear=0 shrinkage=0.1 Tree=1457 num_leaves=8 num_cat=0 split_feature=1 10 10 1 5 8 8 split_gain=3.81365 41.115 20.9381 26.1259 14.0063 12.7887 12.733 threshold=8.8709870479635757 8.985181241955349 8.816471673582063 8.6682970323378132 10.276168109567156 14.930030112180424 14.930228801065299 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=0.0031503581073523087 -0.087601962554733237 -0.065833018570617005 0.049056329970556783 -0.041632526545732684 0.0015017327465728896 -0.026346279008147257 0.0082034812504194962 leaf_weight=1076.8056878807818 64.861742923511429 30.342011715425997 139.85136917005912 147.18443050420115 2150.004886896545 73.233897286700085 167.52550283900928 leaf_count=22869 2670 4722 2900 3102 52026 560 1329 internal_value=0 -0.00282762 0.00360118 -0.00226436 0.000534943 -0.0555402 0.0268897 internal_weight=0 2318.44 1531.37 1223.99 2180.35 138.096 307.377 internal_count=90178 59978 30200 25971 56748 3230 4229 is_linear=0 shrinkage=0.1 Tree=1458 num_leaves=6 num_cat=0 split_feature=8 5 7 8 2 split_gain=2.55939 3.12907 3.74697 2.2591 0.177162 threshold=14.937791608657685 12.562049446400332 13.329534587027906 14.67823852713458 15.967173299199375 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0015875878475455605 0.071813595949800829 0.0043558068487790855 -0.088995413010928615 -0.070269193261420337 0.021212363035610693 leaf_weight=369.62368660292736 3.8856436634912361 6.2394701451030157 3.6235343507098596 10.034081824062893 2.1181917394826542 leaf_count=73121 858 285 273 15437 204 internal_value=0 -0.00145165 0.000472747 -0.0430613 0.0595388 internal_weight=0 389.521 373.247 16.2736 6.00384 internal_count=90178 89116 73394 15722 1062 is_linear=0 shrinkage=0.1 Tree=1459 num_leaves=8 num_cat=0 split_feature=9 2 4 3 1 10 8 split_gain=2.65037 4.10588 4.52025 3.81713 6.46168 5.28939 1.76642 threshold=9.6839342435500821 13.546825074132277 17.238813722639414 9.7825895425719747 11.118785331983942 9.054570796512456 14.467275927306209 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.00044928339053271015 -0.042687995328183494 0.017394164370454015 0.1072721859729141 -0.03500392167222853 0.11216012244679761 0.030119703585168051 -0.050704078502023131 leaf_weight=2246.6351698713661 2.9055997483264369 3.9262838076192592 3.4492095677946963 13.867118560815184 4.1071924787493108 80.250623162771547 26.144551871575516 leaf_count=64791 5220 507 2523 533 254 7223 9127 internal_value=0 -0.0261878 0.0422246 0.000635091 -0.000194073 0.0202574 -0.041539 internal_weight=0 36.4256 6.35481 2344.86 2250.74 94.1177 30.0708 internal_count=90178 17377 7743 72801 65045 7756 9634 is_linear=0 shrinkage=0.1 Tree=1460 num_leaves=8 num_cat=0 split_feature=6 1 0 9 0 0 6 split_gain=2.60399 5.38722 7.91512 7.40714 5.37904 3.85164 2.06509 threshold=7.3474541359532113 9.3707325628495592 10.868669520875644 7.6406721245370868 7.1203607740439248 8.1579936798790715 7.9447834613455282 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0076359177464650034 0.11759219111581512 -0.094638709226880682 0.083590897424769717 0.03811649438912823 0.0094059373865547566 -0.0012487681897346912 0.010787762838141023 leaf_weight=465.32367424518185 4.5404462036176474 12.412080076652158 2.2437009753502357 37.300564325343998 469.16461994407086 1218.1498146073536 3.0151476420883228 leaf_count=9891 57 2164 259 2108 7357 68261 81 internal_value=0 -0.00597956 -0.0637565 -0.00417161 0.0021197 0.00171763 0.0812133 internal_weight=0 517.28 14.6558 502.624 1694.87 1687.31 7.55559 internal_count=90178 14422 2423 11999 75756 75618 138 is_linear=0 shrinkage=0.1 Tree=1461 num_leaves=8 num_cat=0 split_feature=8 2 2 7 1 7 4 split_gain=2.00017 8.80747 3.27729 4.15561 2.83776 2.66308 1.53585 threshold=14.792226499180844 6.6138718441837101 8.9003528788458706 1.0000000180025095e-35 8.5085129083833326 10.774987046665135 13.743234696186475 decision_type=2 2 2 2 2 2 2 left_child=1 6 4 -4 -2 -3 -1 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.053479070590169264 0.025336389122399966 -0.074900566220850603 0.034741335788193599 0.00031324983051493984 -0.073441444077992829 0.025102448696759191 -0.0099822059551858376 leaf_weight=10.628612003289161 3.4410066582202026 19.165895202646656 35.337835308503713 997.39953193703229 9.5124586716849517 2.5751145480262485 5.2630233392119399 leaf_count=77 33 6629 935 80441 1648 391 24 internal_value=0 -0.0222952 0.000874797 0.00152377 -0.0472665 -0.0624727 0.0331151 internal_weight=0 37.6326 1045.69 1032.74 12.9535 21.741 15.8916 internal_count=90178 7121 83057 81376 1681 7020 101 is_linear=0 shrinkage=0.1 Tree=1462 num_leaves=6 num_cat=0 split_feature=10 8 8 8 8 split_gain=3.01957 3.61178 12.8188 6.55036 0.0611727 threshold=6.4024571332175748 14.582376352430854 14.582277153272187 14.820894537509451 14.820894537509451 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.08110935889007323 -0.004880983610356146 -0.019248505490669143 0.083899207924536659 0.0028636610849103075 -0.029281866831256977 leaf_weight=3.2255296246404432 54.711189885044632 161.67917826747771 22.083197718136944 758.15588232160781 2.0130324119376155 leaf_count=206 2723 4902 355 81818 174 internal_value=0 0.000709052 0.0213992 -0.00103967 -0.0690796 internal_weight=0 996.629 76.7944 919.835 5.23856 internal_count=90178 89798 3078 86720 380 is_linear=0 shrinkage=0.1 Tree=1463 num_leaves=6 num_cat=0 split_feature=7 2 8 5 8 split_gain=3.854 4.16712 5.61825 4.48499 0.490785 threshold=3.1412421616204909 13.129790129782949 14.915081707962008 11.774316332292807 14.916523887789394 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.01868030379837974 -0.021857829130007424 -0.032152336331046902 0.00064651869715521898 0.035030691321254491 -0.086986760009647612 leaf_weight=2.1107932627292589 17.237073768656046 56.758750353755886 544.79971479382857 59.400059467004212 4.6110772439865855 leaf_count=2145 2295 42021 35478 7301 938 internal_value=0 0.000313642 -0.00249637 0.0221187 -0.0707342 internal_weight=0 678.196 601.558 76.6371 6.72187 internal_count=90178 87095 77499 9596 3083 is_linear=0 shrinkage=0.1 Tree=1464 num_leaves=8 num_cat=0 split_feature=1 10 10 1 5 6 6 split_gain=2.42699 20.325 11.2434 15.45 11.892 6.9624 4.72921 threshold=9.194753305847529 9.2828748116701636 9.054570796512456 8.849485735198181 10.068446132740894 8.1412495678603189 7.7262416328372039 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0033391794941293111 0.084072055012835809 0.012776933632117 0.10554279065899189 0.029218502104833999 -0.024413301938193067 -0.0039093750499598519 0.033122895074047504 leaf_weight=1003.9414438504641 26.092758173889706 323.18232439129315 6.2584032105978613 169.48346489096593 267.91213648349367 1092.6011479057761 63.975694472776922 leaf_count=29130 608 6714 197 5343 7245 38867 2074 internal_value=0 0.00285143 -0.00288098 0.00138416 -0.0210741 -9.40447e-05 0.0486439 internal_weight=0 1505.85 1447.6 1173.42 274.171 1415.78 90.0685 internal_count=90178 48263 41915 34473 7442 45581 2682 is_linear=0 shrinkage=0.1 Tree=1465 num_leaves=8 num_cat=0 split_feature=6 2 0 6 8 8 1 split_gain=3.68842 10.3935 8.77941 7.17284 6.67594 6.37791 5.9927 threshold=7.878707844948976 13.891624545666414 8.3340002156245507 7.8445045573656493 14.929480048055597 14.921341461570551 8.7228285616283561 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.0054584382201976894 -0.051584671516387008 -0.020626614487210648 -0.0019996127046457098 0.080912711761089551 0.0078692749210059459 0.025964953669724518 0.0074563977893090487 leaf_weight=634.98686062125421 10.445821367344477 300.16853086483229 1584.9914562226973 20.608217426508418 918.01212766184472 158.01441495991457 23.313963554911197 leaf_count=16760 9002 6298 47008 326 6866 3536 382 internal_value=0 -0.00284485 -0.0049749 0.00356096 0.00241986 0.0208803 0.0429559 internal_weight=0 2053.62 1885.16 1596.92 1553 168.46 43.9222 internal_count=90178 65844 53306 24334 23626 12538 708 is_linear=0 shrinkage=0.1 Tree=1466 num_leaves=8 num_cat=0 split_feature=8 9 5 0 0 10 2 split_gain=3.78601 12.4322 46.175 20.8135 9.11056 13.6769 13.2838 threshold=14.926867895088117 8.1451546280550797 11.117616444070858 9.1343371727920246 9.91385638828352 10.513696304775134 13.685330519301173 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0090753701439388081 0.0019341855491304951 0.094498146203325778 -0.0085188831342633536 -0.080068078618553293 0.10780522899499037 0.050189275037781846 -0.02318204937639471 leaf_weight=512.46948115508872 2732.8696245653509 52.599975899391211 230.447192807683 43.960147907856935 7.0624924540243219 59.029187089788138 207.12895060431629 leaf_count=25804 20648 11228 25260 3404 408 391 3035 internal_value=0 -0.00614695 0.0108905 -0.0148177 0.0014449 0.00297205 -0.0183821 internal_weight=0 839.477 283.047 556.43 3006.09 2791.9 214.191 internal_count=90178 65696 36488 29208 24482 21039 3443 is_linear=0 shrinkage=0.1 Tree=1467 num_leaves=5 num_cat=0 split_feature=9 8 4 8 split_gain=2.36963 2.74094 7.92709 2.7276 threshold=5.9991806917619623 14.755543580320479 12.238882002674986 14.626033213993869 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.078968010483924753 0.0052133872924854333 -0.07891408788384896 -0.0013779493187687671 0.042433644722122188 leaf_weight=2.8039691425249194 103.0596650270237 12.916882621465616 251.78360914876714 23.451065146593464 leaf_count=1091 3799 5853 77324 2111 internal_value=0 0.000340352 -0.00544433 0.0123915 internal_weight=0 391.211 264.7 126.511 internal_count=90178 89087 83177 5910 is_linear=0 shrinkage=0.1 Tree=1468 num_leaves=8 num_cat=0 split_feature=0 1 5 6 8 10 7 split_gain=2.72526 7.87941 6.74227 6.67157 5.57714 4.74853 3.88059 threshold=9.5484516339493304 10.247081588430721 11.642120317757486 9.8443704067048436 14.771689466117605 10.277267267801252 10.366177365188017 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.00085885603964279715 0.020725828879721322 -0.028908277171541041 0.093285882862644595 0.016670733942047281 -0.041809897435659465 -0.078899970217208071 -0.046206579199066448 leaf_weight=2176.3631375842965 16.907586942068406 5.6826903764265948 15.431726340562532 74.191201411501254 74.978962186876856 6.4902500922785284 10.313276681357534 leaf_count=54910 1964 584 666 11685 12354 311 7704 internal_value=0 0.00118765 0.0605787 -0.0116961 -0.0302038 0.00058569 0.00854627 internal_weight=0 2203.97 21.1144 176.391 91.8865 2182.85 84.5045 internal_count=90178 56471 1250 33707 14318 55221 19389 is_linear=0 shrinkage=0.1 Tree=1469 num_leaves=8 num_cat=0 split_feature=10 0 4 9 0 0 6 split_gain=2.7826 9.25509 8.35777 6.06028 9.87419 8.25417 5.42674 threshold=8.9748065130418535 8.7668300948216409 12.951995346039366 8.0309492933225837 8.2594399441877027 9.3811974308435904 7.5224538144258704 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.002518729133877874 -0.020719234466229679 0.043892463091988188 -0.0061152604740538213 0.056416193483000865 -0.014731937591484537 -0.018943288003033847 0.028304291227244961 leaf_weight=947.41935107807319 24.869470438330922 35.148062769658793 442.34901246335318 38.006427880962121 509.46266289754192 22.526844870106913 190.54756395656457 leaf_count=14980 1723 3930 46185 1613 14166 1216 6365 internal_value=0 0.00542006 -0.00235021 -0.00222362 -0.00351969 0.0285198 0.022575 internal_weight=0 692.914 477.497 1517.42 1456.88 60.5333 215.417 internal_count=90178 58203 50115 31975 29146 2829 8088 is_linear=0 shrinkage=0.1 Tree=1470 num_leaves=7 num_cat=0 split_feature=0 4 1 4 8 8 split_gain=1.94986 9.94887 6.50157 2.56021 6.84971 4.50753 threshold=12.907788471437533 7.7417514024564502 12.314541177377455 15.329522413785304 14.907335691510722 14.81036057168097 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.0085510654050027814 -0.10234015626594867 0.11498058216597923 0.0097999336418221616 -0.068933567070515678 -0.037730987194621139 -0.0036910175105406839 leaf_weight=422.48959645155117 4.1463895173363907 8.6970798574054715 15.450096361033159 9.7892999000453056 33.603507910707435 587.63565557695142 leaf_count=22717 42 127 539 2604 20732 43417 internal_value=0 0.0255859 0.0507487 -0.000569688 0.00506606 -0.00487348 internal_weight=0 28.2936 24.1472 1053.52 456.093 597.425 internal_count=90178 708 666 89470 43449 46021 is_linear=0 shrinkage=0.1 Tree=1471 num_leaves=8 num_cat=0 split_feature=5 8 1 8 8 2 7 split_gain=3.06913 16.2746 11.4284 10.915 29.5659 12.4065 5.65945 threshold=12.248217735387291 14.881720982320322 11.160411057458875 14.85291165514945 14.849259031560523 15.72885588723968 10.699808445919006 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0017523141398861622 -0.012776402903008927 0.051170067573623516 -0.014849192756089008 -0.016378424349130727 0.10717783884350854 0.04604904028466205 -0.1003034788626463 leaf_weight=257.29257434162218 93.364733270776895 95.907863496883238 35.425607164776608 447.98856824850583 28.673127410034795 33.306276316927608 7.0749124580179332 leaf_count=8985 880 13059 6567 53971 310 6326 80 internal_value=0 0.0103204 0.0333845 -0.00278687 0.0126597 -0.0119718 -0.0198698 internal_weight=0 231.773 131.333 767.261 285.966 481.295 100.44 internal_count=90178 20586 19626 69592 9295 60297 960 is_linear=0 shrinkage=0.1 Tree=1472 num_leaves=8 num_cat=0 split_feature=2 8 10 8 1 9 1 split_gain=3.77626 6.34636 6.51063 5.17206 10.1181 2.74752 2.28135 threshold=16.451576983438169 14.936063109538003 13.968651880388778 14.925483554398431 9.718695308498754 11.917632123364987 10.346685472451908 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-0.00027510924976111614 0.15089497646548833 -0.09116368942032882 -0.096673350387038462 -0.018280683859379209 -0.040220293676048194 0.018801786809898215 0.059345320232701004 leaf_weight=610.57230698190176 2.2345346975022293 10.283040085347464 6.087636905976523 3.8897750331041179 18.536417874546942 2.4646782188647185 27.878865281851631 leaf_count=86080 420 1655 284 202 1185 35 317 internal_value=0 -0.0028821 -0.00138172 0.0247808 -0.0136735 -0.0700816 0.0495729 internal_weight=0 629.408 616.66 52.5396 20.771 12.7477 31.7686 internal_count=90178 88054 86364 2124 1605 1690 519 is_linear=0 shrinkage=0.1 Tree=1473 num_leaves=8 num_cat=0 split_feature=2 8 7 3 8 0 6 split_gain=2.47783 6.96049 20.9744 8.13486 4.18422 14.5984 6.18626 threshold=14.128656476379684 14.911370549600658 4.414035486022418 7.8586657796468371 14.92740058012337 8.6439846803498188 9.8443704067048436 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.015984159069264862 0.0664672485168845 0.018592327660629095 -0.029567464671535277 -0.0021382659034423503 -0.028396461543003595 0.02030088341815477 -0.010232243325409772 leaf_weight=393.06988306730454 24.748875392056107 211.10480849212036 196.53037536227839 1758.7565717432208 131.93056634365348 113.7055161545286 115.89658228443841 leaf_count=9022 2372 2250 34722 28800 2833 1481 8698 internal_value=0 -0.00180113 -0.0185758 9.16831e-05 0.00483935 -0.00586343 0.0100061 internal_weight=0 2191.14 221.279 1969.86 754.603 245.636 508.966 internal_count=90178 68144 37094 31050 22034 4314 17720 is_linear=0 shrinkage=0.1 Tree=1474 num_leaves=8 num_cat=0 split_feature=10 0 1 2 3 8 9 split_gain=3.72034 4.6971 9.65521 5.78537 3.13375 3.695 2.53532 threshold=7.0247843423256073 7.3262118193312773 8.4819750838805348 10.530406060197963 7.0970597227589947 14.930133035486136 6.6900083761563112 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.055296171114345788 -0.033057282207063526 0.12190173452464832 0.12069689820386163 0.00015516963232149264 0.063347051684644023 0.038930825746493182 -0.027241524751382425 leaf_weight=6.9062386093773949 72.212803010471816 2.9075033561657611 3.3541976681876795 3526.4922232639437 21.471538483325279 7.803789128549397 3.0081951423817364 leaf_count=257 897 3821 116 84254 506 108 219 internal_value=0 -0.000241541 -0.0247454 0.000289965 0.0303528 -0.00601183 0.0515828 internal_weight=0 3604.97 75.567 3529.4 39.1898 14.71 24.4797 internal_count=90178 89088 1013 88075 1090 365 725 is_linear=0 shrinkage=0.1 Tree=1475 num_leaves=8 num_cat=0 split_feature=8 10 3 0 10 6 8 split_gain=3.67367 5.92148 6.62345 4.46273 5.89351 2.67364 2.63912 threshold=14.907335691510722 7.0247843423256073 12.169823358078242 12.600483769282265 10.513696304775134 9.2799489998343265 14.698988483276553 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.036572546875513104 -0.00071601245813659629 -0.076236865853016464 0.076798723111150727 0.026245586801830478 0.015911771936353136 -0.087989018502407521 0.075478104662034889 leaf_weight=2.4546770295852154 3569.0661480673252 21.167161503541056 2.4245273009582879 2.1572683942795248 225.69538559044486 7.9033286495750872 5.1491753429331766 leaf_count=286 35662 43280 436 51 9513 556 394 internal_value=0 -0.03383 -0.0580259 9.20649e-05 0.000276865 -0.0633357 0.0392594 internal_weight=0 31.1955 23.5917 3804.82 3794.76 10.0606 7.60385 internal_count=90178 44396 43716 45782 45175 607 680 is_linear=0 shrinkage=0.1 Tree=1476 num_leaves=8 num_cat=0 split_feature=9 6 1 0 0 7 2 split_gain=2.44824 3.44062 4.07346 2.57176 2.27089 2.25261 0.375591 threshold=11.267337392416559 12.453466041813241 10.16953907233512 11.413072302157209 12.23938336501603 6.3442973408208303 15.152033588882814 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0059775747488446463 -0.033039434333372412 0.022378503611989314 0.015404264487091882 0.022225785711227717 -0.047729371192737624 -0.085782307010375258 -0.113411384363615 leaf_weight=209.55880602645763 2.0335043186048294 2.1505042594954116 153.5216663716237 8.7491622232928723 7.9557710151388497 6.1742122305034073 2.6774850609463101 leaf_count=67679 835 158 15733 1927 1638 2006 202 internal_value=0 0.0015487 0.00308081 -0.0324798 -0.0119046 -0.0584379 -0.0905787 internal_weight=0 371.405 363.08 21.4159 16.7049 8.32472 4.71099 internal_count=90178 85576 83412 4602 3565 2164 1037 is_linear=0 shrinkage=0.1 Tree=1477 num_leaves=8 num_cat=0 split_feature=9 5 9 3 3 8 10 split_gain=2.9719 9.26959 8.09247 7.74381 7.343 8.0223 6.12456 threshold=6.8894159018657755 10.859856524231967 7.3509112748356662 7.9832078794497372 8.1556290402387166 14.89098124964333 8.0094096820218841 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0037976788433364338 -0.0060319494144083739 0.03141769345064966 -0.038831032179779734 -0.00034408282717904017 0.051589143894383439 0.0095847670963925095 -0.024251433292107105 leaf_weight=332.72410957165334 228.48413857911225 80.852575714554177 111.49184070175795 1233.9130497253457 55.585560290783178 235.12498932904055 100.54562978433296 leaf_count=4635 4728 3508 14749 54742 534 5018 2264 internal_value=0 -0.0021777 -0.0168704 0.00163153 0.00549967 0.0177656 -0.00275232 internal_weight=0 1654.74 339.976 1314.77 723.98 290.711 433.27 internal_count=90178 77727 19477 58250 12451 5552 6899 is_linear=0 shrinkage=0.1 Tree=1478 num_leaves=8 num_cat=0 split_feature=5 3 0 9 2 9 5 split_gain=2.58452 7.81209 5.63061 9.26944 5.44107 5.2558 5.16234 threshold=10.903001996475369 8.3534633095399098 8.0898141327303801 6.8894159018657755 14.032379051975953 7.1249293261290516 11.385371185647935 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=-0.016951660802229065 0.010283859484613819 -0.029984485100954368 -0.046462396168727771 0.0023420977401262077 0.0068048950488425646 -0.0032185193804479431 0.051617214944868456 leaf_weight=117.22513110165539 126.08729727652798 153.37677688255587 39.379797035463753 1073.0049516739273 521.76021797614192 140.30618127606419 39.056111798654285 leaf_count=3349 2267 3417 1142 56347 7946 14765 945 internal_value=0 -0.00378131 0.0031394 0.000574179 0.00242696 -0.0172514 0.020311 internal_weight=0 932.668 1277.53 1112.38 638.985 293.683 165.143 internal_count=90178 29477 60701 57489 11295 18182 3212 is_linear=0 shrinkage=0.1 Tree=1479 num_leaves=8 num_cat=0 split_feature=6 7 5 7 0 6 1 split_gain=2.00736 8.89973 9.12769 4.1596 3.88321 3.36096 2.37733 threshold=4.9317471713750249 4.7362078189612253 9.5142398139584579 1.0000000180025095e-35 7.8812646291224651 7.8950071944924058 11.043759500450847 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.10542420403434272 -0.0027938278944857724 0.10810786052640112 0.021344384518754148 -0.02396292928677277 -0.00018228688000300307 0.063810088783901472 0.014586780865945271 leaf_weight=6.6774493078021377 13.108531184140817 9.8666599521179688 20.956004699454752 73.112007033560985 934.72838106526376 16.694357808451969 4.0884594530652967 leaf_count=225 643 246 431 7153 80751 666 63 internal_value=0 0.021326 -0.0119005 -0.00082497 -0.00192945 0.0353753 0.0835163 internal_weight=0 41.5886 27.6335 1037.64 1007.84 29.8029 13.9551 internal_count=90178 965 656 89213 87904 1309 309 is_linear=0 shrinkage=0.1 Tree=1480 num_leaves=8 num_cat=0 split_feature=3 9 4 9 7 0 7 split_gain=3.29221 6.96823 8.92567 5.21527 4.67177 4.59305 3.27259 threshold=8.3815884814088726 6.9602043955360182 13.144210932733314 9.1977073685425825 5.8767986482114756 8.3451491477880904 8.2951194959715782 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.0003970167853669152 0.028970691025080625 -0.01727439257546614 -0.082661918736230855 -0.087378594457953165 0.0030693760770276789 0.025291451726012049 0.021578886662833106 leaf_weight=143.98190232741564 9.792154413382038 142.13262532499789 21.996484337132415 7.8066902552936863 533.15209982624469 133.67982703971251 3.5224761398029614 leaf_count=12044 1020 10474 3342 398 52588 10104 208 internal_value=0 -0.00341955 -0.0484399 0.0092305 -0.00123175 0.012017 -0.0544989 internal_weight=0 707.073 31.7886 288.991 675.285 277.662 11.3292 internal_count=90178 67424 4362 22754 63062 22148 606 is_linear=0 shrinkage=0.1 Tree=1481 num_leaves=7 num_cat=0 split_feature=4 3 2 6 3 8 split_gain=3.82426 3.78286 7.90353 5.95314 2.62116 2.73191 threshold=20.959836909431807 10.606625272355076 14.254292571378519 7.8445045573656493 10.992819761125629 14.917062066687118 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.01485231520689162 -0.095235994541724045 -0.074328052481709775 -0.014008830727725531 0.014037618506247712 -0.093411446654608973 0.0097223835221601773 leaf_weight=138.22524327585552 5.7369274510600716 6.9119570295518988 297.20074562216871 220.82866554116868 2.399116629797617 9.890854969940845 leaf_count=18435 471 362 59983 10693 158 76 internal_value=0 0.000626709 -0.00483387 0.0110425 -0.0448433 -0.0159241 internal_weight=0 663.167 435.426 227.741 18.0269 12.29 internal_count=90178 89473 78418 11055 705 234 is_linear=0 shrinkage=0.1 Tree=1482 num_leaves=8 num_cat=0 split_feature=1 10 6 9 8 5 10 split_gain=2.56834 17.7931 11.2053 13.8151 10.7484 10.4242 4.88456 threshold=9.6660008048806585 9.7869519850933795 10.240161521051871 8.0866914225926667 14.913185407320695 11.786916847505177 9.5121305882254692 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.00013193551716204666 0.10202865747972828 0.0195019064575973 -0.039169562283839839 -0.022966578211395024 0.041228121052666281 -0.0060473520764837869 0.036210598974979878 leaf_weight=1521.8701905780144 13.014172434595819 206.81572798551724 19.189017144955869 319.80405255330743 97.223360067013346 688.64092806183544 73.0628193475427 leaf_count=42682 316 11430 1603 11400 1140 18866 2741 internal_value=0 0.00406501 -0.00219997 -0.00410745 0.0277549 -0.000131293 0.0472192 internal_weight=0 981.534 1958.09 1841.67 116.412 895.457 86.077 internal_count=90178 33353 56825 54082 2743 30296 3057 is_linear=0 shrinkage=0.1 Tree=1483 num_leaves=8 num_cat=0 split_feature=4 3 0 5 8 8 5 split_gain=3.41038 5.68912 6.55835 4.93595 9.92512 5.80526 3.15229 threshold=19.282310432172093 8.47125897865814 8.8547259212940403 11.619214303871553 14.929480048055597 14.937791608657685 13.684452755866465 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0061908832185359041 -0.029876620247528074 0.085796830012005415 0.016019052751841685 -0.0081396472927644063 0.0067571678181189464 0.026014753772709339 0.077514894169788517 leaf_weight=942.97998711342734 27.099306932630046 16.29051789541063 64.171693831304765 950.60243468690442 1586.9059529025253 51.550271802116185 2.0688307883137886 leaf_count=39895 332 253 1854 34334 13147 332 31 internal_value=0 0.0174078 0.0310262 -0.000422568 0.00193042 -0.00635858 -0.0199426 internal_weight=0 109.63 80.4622 3532.04 2529.89 1002.15 29.1681 internal_count=90178 2470 2107 87708 53042 34666 363 is_linear=0 shrinkage=0.1 Tree=1484 num_leaves=7 num_cat=0 split_feature=4 9 7 7 0 5 split_gain=3.67096 6.85187 5.55076 4.71413 8.75513 8.39374 threshold=9.9130718397612743 8.9671138492782418 4.1915811602213902 5.9543022019664429 9.9595101659987275 13.002133465885111 decision_type=2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=0.0020625700863516274 0.0031616554988560422 0.092387752150562455 -0.055730623647128323 -0.00058136948169219685 -0.02198351849609723 0.040591887485922518 leaf_weight=29.270414012527993 1338.2707539716439 3.8904746461070934 37.239868209513986 2154.5977111603888 208.75180824547988 61.735491410205213 leaf_count=1045 21850 541 973 43748 21276 745 internal_value=0 -0.0226451 -0.0306427 0.00024349 -0.00248029 0.00484 internal_weight=0 70.4008 66.5103 3763.36 2363.35 1400.01 internal_count=90178 2559 2018 87619 65024 22595 is_linear=0 shrinkage=0.1 Tree=1485 num_leaves=6 num_cat=0 split_feature=8 5 9 7 3 split_gain=2.29143 2.84062 3.57576 2.19173 0.201662 threshold=14.937791608657685 12.562049446400332 11.799389559044503 6.9010169257307146 9.6553197313576344 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0019700746272832449 0.021388494187054928 0.019059908196647164 -0.061178591362393842 -0.062236712300248576 0.071391893517636237 leaf_weight=362.14989514908922 2.4261031117655412 3.9560602548003265 8.1939004760372409 11.70798831117286 3.4458885924050264 leaf_count=73030 499 2141 364 13581 563 internal_value=0 -0.00140431 0.000411916 -0.041793 0.056851 internal_weight=0 386.008 370.344 15.664 5.87199 internal_count=90178 89116 73394 15722 1062 is_linear=0 shrinkage=0.1 Tree=1486 num_leaves=5 num_cat=0 split_feature=1 9 2 1 split_gain=2.59818 3.01738 4.86556 4.83302 threshold=6.3193560299700344 5.9991806917619623 14.791210430462753 7.2880368720252724 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.065115187911936739 0.035473165210627815 -0.02626425460526996 -0.064924467710585437 0.00056766946989693194 leaf_weight=5.0899046799841008 43.299508722219798 68.18792223699802 4.4934213323804206 2255.6858106702712 leaf_count=380 768 1341 101 87588 internal_value=0 0.000286036 0.0248968 -0.000230601 internal_weight=0 2371.67 47.7929 2323.87 internal_count=90178 89798 869 88929 is_linear=0 shrinkage=0.1 Tree=1487 num_leaves=8 num_cat=0 split_feature=10 1 1 9 9 10 9 split_gain=2.3087 16.1604 8.5848 8.28267 7.23557 5.8352 5.4332 threshold=8.0832592430567054 8.0632785589488254 7.8565541157235712 6.6705231022053164 7.1249293261290516 8.28969294342407 6.7430980444349844 decision_type=2 2 2 2 2 2 2 left_child=2 4 6 -4 -2 -3 -1 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0048511730761936298 0.068109281782751482 -0.018456226607178789 -0.060763956260079389 -0.010491994946801269 -0.0077432692649454481 0.002323873210969633 0.017314025023743105 leaf_weight=379.98924689720798 51.090545804326894 149.87273224692899 44.676967499067359 118.04473249197508 16.327128711769092 1294.2811049677398 154.82848162566029 leaf_count=4581 731 2664 799 1782 289 77239 2093 internal_value=0 0.00240597 -0.00454485 -0.0245815 0.0498947 0.000156058 0.00158594 internal_weight=0 1511.57 697.539 162.722 67.4177 1444.15 534.818 internal_count=90178 80923 9255 2581 1020 79903 6674 is_linear=0 shrinkage=0.1 Tree=1488 num_leaves=8 num_cat=0 split_feature=1 3 5 3 2 1 6 split_gain=1.77777 5.9604 7.85884 5.26677 3.4329 2.87512 2.73763 threshold=8.6087774066356726 9.1888042131630279 10.367456900581763 8.6125082697159101 9.8339854806601732 8.0134999620349525 9.6876645024796115 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0064067119030415945 -0.046370566850140307 -0.03516099194065829 -0.033824638021275853 0.0031456880439904482 0.020780868201868207 0.080208484287924431 -0.009657411491321953 leaf_weight=102.36558229546063 7.0590411698209428 2.1007156814558803 90.913781827209277 431.24986855694317 163.34694254376313 9.5535550224883519 271.22323824476064 leaf_count=6511 77 236 14270 30197 15267 663 22957 internal_value=0 -0.00830004 -0.0125938 0.00202811 0.0177448 0.0582776 -0.00180426 internal_weight=0 204.934 193.279 872.879 170.406 11.6543 702.473 internal_count=90178 21680 20781 68498 15344 899 53154 is_linear=0 shrinkage=0.1 Tree=1489 num_leaves=8 num_cat=0 split_feature=4 7 9 6 8 2 8 split_gain=3.21076 7.15882 6.59275 5.46297 4.89916 6.29041 5.17311 threshold=16.153969215803212 8.3235197672119323 7.7901639522871173 7.8445045573656493 14.889955778994116 13.931331739164568 14.877113625005363 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0061278530992002148 -0.044195172532097551 -0.053877912924662652 -0.0062981779274596476 0.019519445835541965 -0.016058101297438516 0.03077267911566392 -0.015526271413558463 leaf_weight=362.50966230288191 68.019327468822979 10.286616928614789 138.31091742390745 101.67538455792882 36.940308705590169 119.55166738814749 157.39804677732354 leaf_count=8605 6993 612 9302 14509 7568 40279 2310 internal_value=0 -0.00792897 -0.0189443 0.0123587 0.0042348 0.0196864 -0.000444987 internal_weight=0 318.292 206.33 111.962 676.4 156.492 519.908 internal_count=90178 31416 16295 15121 58762 47847 10915 is_linear=0 shrinkage=0.1 Tree=1490 num_leaves=8 num_cat=0 split_feature=0 9 9 10 1 10 4 split_gain=3.69623 16.2224 9.91191 14.0082 9.46168 5.55712 1.32479 threshold=10.536440514196281 9.5557149643146442 9.8488039580207793 11.097692869833994 10.367491389643869 11.908133443415979 15.38933965767618 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.0037449971435964558 -0.036669003453987374 -0.074438369441958072 0.056671790918595581 -0.089697602732969506 0.0018701355402943815 -0.065927853247280108 -0.11653963526472694 leaf_weight=343.31496787560775 3.8393591428220502 16.446316809314169 44.808141628926478 15.827341346279864 236.14773621401582 3.1952350708784243 13.192200553077951 leaf_count=72761 251 1435 3761 677 10634 217 442 internal_value=0 -0.00992731 0.00514408 -0.00061063 -0.00337223 0.0473324 -0.101567 internal_weight=0 269.626 407.146 359.142 252.594 48.0034 17.0316 internal_count=90178 12762 77416 73438 12069 3978 693 is_linear=0 shrinkage=0.1 Tree=1491 num_leaves=8 num_cat=0 split_feature=0 3 9 6 9 6 0 split_gain=2.46945 6.70365 11.1301 7.31451 6.64617 6.87754 4.01679 threshold=9.9905076069232894 10.192717209657014 8.5964758210226879 8.4341549963804727 9.4504944511485096 7.794422939525588 11.036062721795156 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.00010632876880879508 0.073695414331757997 0.076549784029822404 -0.022435025345139047 0.0073249784888862971 -0.013206164984968705 0.01401764920172152 0.0067236054838167962 leaf_weight=2007.2526390393932 20.910156663114321 20.911756690118636 250.1756838528172 51.131566139447841 172.66522038523908 170.87007799620278 241.15746845374269 leaf_count=55749 304 492 9183 2052 10966 4121 7311 internal_value=0 -0.00162605 -0.00258971 0.0281915 0.00553676 0.020873 -0.00160377 internal_weight=0 2329.47 2257.43 72.0433 605.603 191.78 413.823 internal_count=90178 67476 64932 2544 22702 4425 18277 is_linear=0 shrinkage=0.1 Tree=1492 num_leaves=8 num_cat=0 split_feature=2 1 0 9 1 1 0 split_gain=3.45754 7.82362 9.72007 6.27954 12.2398 5.07322 4.46842 threshold=14.241908315249958 7.3554379042511835 8.1840232086397702 8.0453243903646356 9.1855227830102191 7.8565541157235712 7.3898378960726587 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0063400634537459635 -0.0061570778220509641 -0.015418990629330435 0.00044835418115429066 -0.071585308557616883 0.001218973293594011 0.013789989717914803 0.064370564001163685 leaf_weight=159.87752142981333 13.007160688186557 464.43765022526622 2263.571419537795 27.993438659184562 113.29005246254007 567.91072991871363 26.906975461658476 leaf_count=2663 264 8218 55779 912 12930 8369 1043 internal_value=0 -0.00160752 -0.00225769 0.00561921 -0.013608 0.00936527 0.0417984 internal_weight=0 2767.92 2728.01 869.072 141.283 727.788 39.9141 internal_count=90178 65304 63997 24874 13842 11032 1307 is_linear=0 shrinkage=0.1 Tree=1493 num_leaves=8 num_cat=0 split_feature=0 9 9 0 8 2 0 split_gain=3.73046 17.7984 10.6158 13.6598 9.96343 8.96033 6.58459 threshold=8.9213384134852038 7.8297248872464547 7.5045777102697881 8.5080376548224077 14.929221475802182 15.320300183299844 9.2262521820213781 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0029100769894413892 -0.043117533732744517 0.011720917272398589 0.031762673482872823 -0.019589350141777737 0.0041439970611015153 0.0042254039237400931 -0.0040035454815490193 leaf_weight=1402.4300390156113 155.02788624051959 367.40774858416239 207.12570564073417 333.07444277580157 351.70813810656546 53.523198534152698 959.8723913732149 leaf_count=23233 2891 6395 6425 5467 2531 1077 42159 internal_value=0 -0.00392104 0.00244497 -0.00141676 0.014419 -0.0310051 0.00035473 internal_weight=0 1535.83 2294.34 1735.5 558.834 208.551 1327.28 internal_count=90178 52522 37656 28700 8956 3968 48554 is_linear=0 shrinkage=0.1 Tree=1494 num_leaves=8 num_cat=0 split_feature=4 0 8 2 9 2 3 split_gain=2.33875 2.57827 4.72142 3.91593 0.967789 1.78941 0.207829 threshold=19.714399874998094 8.3216657935866483 14.085846118895374 12.970039582877137 10.371320686656171 15.090172193907593 10.192717209657014 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.015263580633751599 -0.079633870666649148 -0.039206251748062942 -0.056400478444496395 0.0065659792310396974 -0.069266942482110419 0.022932330476191014 -0.025725565581313753 leaf_weight=16.244980772528237 3.9191332148100582 18.842327717405908 19.19914070710027 323.30563014239971 2.3221646979800425 4.8541918606988474 2.4044639508607162 leaf_count=176 899 8387 18512 61339 353 273 239 internal_value=0 0.00125576 -0.0240374 0.00393836 -0.0396675 -0.0117248 -0.0654475 internal_weight=0 377.592 35.4441 342.148 13.5 7.17636 6.3236 internal_count=90178 88414 18688 69726 1764 626 1138 is_linear=0 shrinkage=0.1 Tree=1495 num_leaves=5 num_cat=0 split_feature=8 1 9 2 split_gain=2.55843 2.55645 12.2324 6.98717 threshold=14.92908783461008 8.6564377354731352 7.2776108089207234 14.172851784554849 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.001719597267853837 -0.071393500674690455 -0.014822093002694875 -0.024139967948059098 0.0070795979441680285 leaf_weight=1031.9998564520167 3.9967431836289498 171.17699665884948 221.30266349164845 946.07591321157679 leaf_count=11464 20577 14868 4813 38456 internal_value=0 0.000237337 -0.00286218 0.00371373 internal_weight=0 2370.56 1253.3 1117.25 internal_count=90178 69601 16277 53324 is_linear=0 shrinkage=0.1 Tree=1496 num_leaves=7 num_cat=0 split_feature=7 9 3 2 1 6 split_gain=2.28126 2.7484 3.85143 0.918507 0.806624 0.099082 threshold=11.815202653263983 12.976894823715135 11.624448319718455 14.381897442296582 10.027556442901199 11.052076142501679 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.00052540921819969595 0.029787904948870805 0.085231867163599428 -0.07940599554602551 -0.07922728578981586 -0.039242674941413459 -0.029532553277165748 leaf_weight=2188.3383252657104 2.2083178561977821 2.8172651641266375 5.0448494686897893 3.6660785559408104 2.6359039236168655 2.4079238718107945 leaf_count=83944 302 331 2075 458 2288 780 internal_value=0 0.000453147 0.000305462 -0.0434158 -0.00806156 -0.0664865 internal_weight=0 2196.2 2193.38 10.9182 4.84422 6.074 internal_count=90178 86350 86019 3828 2590 1238 is_linear=0 shrinkage=0.1 Tree=1497 num_leaves=8 num_cat=0 split_feature=1 2 4 8 9 2 5 split_gain=1.90233 7.13574 11.8104 5.18536 5.10398 11.8696 7.95706 threshold=9.9612724346950223 14.642425702560944 12.380491490210838 14.863791496742204 10.003275549726249 14.938450498762643 13.166102845762692 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.033745900981716197 0.022050436043189587 0.045050142045897468 -0.033821306233643544 0.0053633188567423253 -0.024704175624738856 0.028189877980131957 -0.028184524338426404 leaf_weight=35.631454977604392 210.70570293046637 21.346769358719371 128.84796542298096 454.63085934935316 126.77545581131523 62.554143764162916 36.165577947560337 leaf_count=2238 11606 3914 33732 24041 8558 4319 1770 internal_value=0 -0.00339441 -0.0223877 0.00245802 0.00515943 -0.00717179 0.0146072 internal_weight=0 640.457 150.195 490.262 436.201 189.33 246.871 internal_count=90178 63925 37646 26279 26253 12877 13376 is_linear=0 shrinkage=0.1 Tree=1498 num_leaves=8 num_cat=0 split_feature=3 9 8 8 8 8 0 split_gain=3.16471 6.0747 8.68165 4.42108 4.19125 5.27268 4.39104 threshold=8.5876976612772236 6.8419688327558772 14.739493989220632 14.88524577860194 14.890431296591375 14.89098124964333 8.3451491477880904 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.010931229772021786 0.045774397737684692 -0.011409058316855396 -0.12325195752922349 0.005793672785481571 0.040428187857387617 -0.072177295826583693 0.012596687335189365 leaf_weight=132.34708005975739 3.8436017874045225 290.62532777821571 8.4528911542971468 305.40851829702945 53.556601726275417 3.5958458220160727 194.89720833448519 leaf_count=1580 83 10787 1484 46550 3426 22677 3591 internal_value=0 -0.00409517 -0.0709491 -0.00259942 0.00748298 0.0322241 0.003077 internal_weight=0 608.33 12.2965 596.034 384.397 57.1524 327.244 internal_count=90178 58904 1567 57337 31274 26103 5171 is_linear=0 shrinkage=0.1 Tree=1499 num_leaves=5 num_cat=0 split_feature=9 0 9 8 split_gain=3.57431 6.1815 7.78148 7.10386 threshold=7.5672260585974813 8.6755927649809568 8.3142207502490759 14.927118777216934 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.075533355868603547 0.077975261922454936 -0.041670903594985639 0.0010162474525140083 -0.068161248452068765 leaf_weight=5.3679677259924565 17.176283885555339 44.94926171865859 604.06153104802388 3.2584085153785045 leaf_count=31266 1727 17155 39156 874 internal_value=0 -0.000257758 -0.00199974 0.0525803 internal_weight=0 669.445 649.011 20.4347 internal_count=90178 58912 56311 2601 is_linear=0 shrinkage=0.1 Tree=1500 num_leaves=8 num_cat=0 split_feature=1 4 9 5 9 5 1 split_gain=2.62749 7.8838 15.6143 7.26178 6.07729 8.96847 7.70849 threshold=10.227157027100999 14.808871083870523 12.976894823715135 12.5890992247811 8.5964758210226879 10.068446132740894 9.235606821206785 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0033246569586401903 0.035651120254019189 0.01584883301374158 -0.10418549706692981 -0.010162511204340445 0.068111717320739631 -0.017048635216538613 0.01048971433606774 leaf_weight=1442.5151620309903 126.90735979981127 170.8558922899665 7.5591418719850472 284.85385786083862 11.876845155066801 328.76986013412943 559.88124340640343 leaf_count=41743 3504 7399 84 9941 1788 11767 13952 internal_value=0 0.00589845 0.027079 -0.000396921 -0.00156173 -0.0138888 0.000541227 internal_weight=0 590.176 134.467 455.71 2343.04 340.647 2002.4 internal_count=90178 20928 3588 17340 69250 13555 55695 is_linear=0 shrinkage=0.1 Tree=1501 num_leaves=8 num_cat=0 split_feature=5 3 10 3 10 2 5 split_gain=3.64458 7.2291 9.26634 5.79424 8.53257 7.07141 3.32998 threshold=10.045533021525349 9.3221809081020073 8.5660592987338458 8.3912310005437636 8.6056813960553473 13.129790129782949 9.8464219473282011 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.0062778647880011584 0.034160339848686098 -0.12218992501582016 0.059278174096543151 0.016866639022163534 -0.0004146375981867074 -0.0077927242559556664 0.012343317406735005 leaf_weight=222.42277136041542 40.634131983822499 4.8185787935630051 37.79998122568486 337.85350314997436 1821.5367038727707 1166.0729636429037 2.4418721732742483 leaf_count=3391 805 1439 1289 6433 56712 19116 993 internal_value=0 0.011301 0.0141741 -0.000805683 0.00229571 -0.0063529 -0.0809263 internal_weight=0 267.483 260.223 3366.1 2159.39 1206.71 7.26045 internal_count=90178 7112 4680 83066 63145 19921 2432 is_linear=0 shrinkage=0.1 Tree=1502 num_leaves=8 num_cat=0 split_feature=8 9 1 0 0 10 10 split_gain=3.73234 11.2468 21.4762 18.3728 7.28547 10.6405 9.92323 threshold=14.926867895088117 8.5964758210226879 9.8341372548832418 9.4459028361921202 9.91385638828352 10.634260416414731 10.257422321821119 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0075124283157458581 0.0020853064716757179 0.068586058718994564 -0.0073143383365498714 -0.074452169948766342 -0.046361262822362637 0.051747972147190846 -0.00078919497539166284 leaf_weight=619.21067595037164 2738.5966673305779 53.565254988725826 117.16312055379836 42.941333946437794 71.528611736798211 42.835864777880488 140.13761946845261 leaf_count=32603 20751 6600 22620 3873 885 288 2558 internal_value=0 -0.00605924 0.0167598 -0.0119593 0.00150543 0.00286847 -0.016335 internal_weight=0 832.88 170.728 662.152 2993.1 2781.43 211.666 internal_count=90178 65696 29220 36476 24482 21039 3443 is_linear=0 shrinkage=0.1 Tree=1503 num_leaves=6 num_cat=0 split_feature=2 5 1 7 5 split_gain=2.17456 2.42566 4.14397 3.37001 0.799311 threshold=17.153833041639519 11.892278411638136 11.160411057458875 9.2095690662094256 11.677511096284412 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0021756793731340998 -0.081879962044611079 -0.044567685606954954 0.012943463531762922 0.020398936589423471 -0.0055179130549231712 leaf_weight=245.92533035757617 3.3835889830202168 27.748340482488828 21.569371122572562 89.371481889611573 2.2178630769765277 leaf_count=55125 123 21207 6970 6522 231 internal_value=0 0.000822403 -0.0196575 0.00388422 -0.0570608 internal_weight=0 384.615 49.3177 335.297 5.60145 internal_count=90178 89824 28177 61647 354 is_linear=0 shrinkage=0.1 Tree=1504 num_leaves=8 num_cat=0 split_feature=7 4 9 9 4 3 7 split_gain=2.40773 3.38359 6.72693 4.08454 2.4107 2.13715 1.41447 threshold=10.851656625998922 19.714399874998094 8.4358256830909486 9.7663550590762966 16.036634433576932 8.5635997518708642 11.947835852282278 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.00042059471212309887 0.054439777235924469 -0.0080627604037235377 0.093590316003424504 -0.041339101227762687 -0.079973005371280201 -0.037713460894601758 -0.016514204014271359 leaf_weight=2300.9689016547227 4.2985695777616773 14.72377341229293 10.468726104003791 22.663026017428365 8.1680504472391657 3.844878679529991 6.7400631945167211 leaf_count=71488 127 466 805 10111 2616 2029 2536 internal_value=0 0.000398571 0.0361395 -4.30704e-06 -0.0314026 0.0115641 -0.0541244 internal_weight=0 2348.82 25.1925 2323.63 23.0516 8.14345 14.9081 internal_count=90178 82870 1271 81599 7308 2156 5152 is_linear=0 shrinkage=0.1 Tree=1505 num_leaves=8 num_cat=0 split_feature=10 1 1 10 0 2 10 split_gain=2.39905 17.6612 16.5051 15.1216 6.12673 5.7668 5.49209 threshold=9.4783487261067627 9.286776974586946 9.4244090396936997 9.29266876376232 8.2594399441877027 15.188180172810123 9.7376204627386347 decision_type=2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=-0.00076881004308500473 -0.045745661077173497 -0.067490105062829084 -0.021160682273272682 0.052366915141652773 0.073761060768860215 -0.011100232543421957 0.0082254508852876718 leaf_weight=1730.214524935574 4.0909367984812084 49.897439097412928 91.18678703717768 54.268281742943373 42.548720374265883 28.881960673488436 204.10092424536998 leaf_count=42008 178 3047 5966 2593 1815 2077 32494 internal_value=0 -0.00118198 0.00791895 0.000875536 0.0625385 -0.0472148 -0.000889972 internal_weight=0 1863.26 341.927 1784.48 46.6397 78.7794 295.288 internal_count=90178 49725 40453 44601 1993 5124 38460 is_linear=0 shrinkage=0.1 Tree=1506 num_leaves=8 num_cat=0 split_feature=0 5 2 2 9 1 2 split_gain=1.84086 5.94401 9.61246 5.77651 5.43488 3.82619 3.62733 threshold=9.9905076069232894 12.429511598213832 13.316620011614498 14.898485083876347 8.9234037044796519 10.305200305013617 13.846138900727842 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.004554736492558561 0.073902027117723285 0.031249435131091258 -0.048685938949922902 -0.021323304670948021 -0.013135709960419737 -0.012791532135176415 0.0095493779675289332 leaf_weight=540.08066367989193 17.691541789333659 19.363098167642306 58.495397761882145 101.61838731813657 100.63839365652996 6.6330353346747861 229.11452702729662 leaf_count=34816 946 775 4332 27553 8168 214 13374 internal_value=0 -0.00275334 -0.0286621 0.000429932 0.00604393 0.0506901 0.00260726 internal_weight=0 719.558 77.8585 641.699 354.077 24.3246 329.753 internal_count=90178 67476 5107 62369 22702 1160 21542 is_linear=0 shrinkage=0.1 Tree=1507 num_leaves=8 num_cat=0 split_feature=4 5 7 6 5 3 6 split_gain=3.07607 7.60918 4.56688 3.72518 3.40332 1.27658 0.810033 threshold=18.290813434812268 14.159599337070288 6.306116281902808 12.924004901358169 11.597834983917965 10.192717209657014 8.2300102237813295 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.0029632860869155796 -0.087183137717587206 0.10408882079688007 -0.017315166276470943 -0.019687958848917667 0.0093412358093051106 -0.11712529892349838 0.022748978207165555 leaf_weight=505.08772214900631 10.349573236186329 3.7359209090568575 58.240811589199595 3.0566289789947794 403.5506009868372 2.3744052770423707 2.591041639708962 leaf_count=50760 875 78 4515 232 30912 2274 532 internal_value=0 -0.018976 -0.0289588 0.00197168 0.00250574 -0.0738754 0.0784294 internal_weight=0 74.9173 68.5904 914.069 908.638 5.43103 6.32696 internal_count=90178 6000 5390 84178 81672 2506 610 is_linear=0 shrinkage=0.1 Tree=1508 num_leaves=5 num_cat=0 split_feature=8 2 2 9 split_gain=3.61774 4.71039 3.7583 1.93462 threshold=14.877113625005363 10.530406060197963 16.179581588698724 9.476373909679884 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.080558333774344792 -0.02708293415152287 -0.0044675771622442349 0.018886350636482949 0.06759235057705619 leaf_weight=4.6755792705505419 2.0018495054212044 575.54290924386498 77.268774440934067 12.680513907439261 leaf_count=12091 145 71667 2766 3509 internal_value=0 -0.000380167 -0.00167868 0.0537801 internal_weight=0 667.494 652.812 14.6824 internal_count=90178 78087 74433 3654 is_linear=0 shrinkage=0.1 Tree=1509 num_leaves=8 num_cat=0 split_feature=8 4 10 1 5 5 7 split_gain=2.42513 4.08097 5.24726 3.72694 2.81224 5.91151 2.43864 threshold=14.582376352430854 9.1298591918333578 8.373899155444315 8.1686944782077031 12.851891156868666 13.438090200498062 7.0311520756159789 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.048516120828560785 0.049687750151935182 -0.010448775242355785 -0.00014560522351578863 0.00088480780205165441 0.097176002940756331 -0.044902800720610439 0.015468437133839014 leaf_weight=28.408334780413497 36.610853215657698 327.72861023300266 48.205567330987833 2471.2651516439541 4.4856465785924211 5.3900262506940635 6.9563049280386613 leaf_count=2085 606 10320 683 75353 85 83 963 internal_value=0 0.000212944 0.0216932 -0.000445477 -0.022871 0.0226325 -0.0358509 internal_weight=0 2883.81 84.8164 2798.99 45.2403 9.87567 35.3646 internal_count=90178 86962 1289 85673 3216 168 3048 is_linear=0 shrinkage=0.1 Tree=1510 num_leaves=8 num_cat=0 split_feature=6 2 0 5 2 8 8 split_gain=3.65743 8.03209 6.84592 6.51131 8.41355 7.78879 5.57874 threshold=8.0367877550772953 13.891624545666414 8.6867439401881672 11.948313063222631 14.013900857802197 14.931609817309598 14.925762802849045 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0012331887776550266 -0.022357338816835007 -0.014455246615549398 -0.00070251102003555802 -0.060207846724384811 -0.0039265712229954383 0.017184570407240616 0.027770841706659027 leaf_weight=1232.3227216399503 26.162587795396348 525.08418265839327 1160.521778857435 32.943974652541726 122.87149679177679 406.35154461162165 124.94616318720364 leaf_count=22035 10693 10867 39276 663 1810 3366 1468 internal_value=0 -0.00300934 -0.00499266 0.00333669 -0.0161341 0.00519681 0.0190019 internal_weight=0 1836.71 1685.61 1794.49 155.815 1638.67 151.109 internal_count=90178 62304 50143 27874 2473 25401 12161 is_linear=0 shrinkage=0.1 Tree=1511 num_leaves=8 num_cat=0 split_feature=2 10 1 1 5 10 0 split_gain=3.81588 12.7635 13.3355 11.8602 11.611 9.9119 6.28263 threshold=14.971037806373451 11.908133443415979 9.1855227830102191 11.079414394101876 13.123376622609316 9.8273705524758004 9.0763731546614093 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -3 -2 -5 right_child=3 4 -4 6 -6 -7 -8 leaf_value=0.0018117487496452562 0.00079757049703119164 0.1618693113888662 -0.014623005947183857 0.089657437982654603 0.0042229532857671354 0.0198334886787787 -0.047176217356139735 leaf_weight=1570.4621097938339 1088.841746580079 7.9450855801185325 718.98982061992001 2.6560664846547288 9.8956022249910784 364.34249883636312 56.684152628482025 leaf_count=28190 23486 860 20845 29 2669 11263 2836 internal_value=0 -0.0026805 -0.00335363 0.00378039 0.0792936 0.00558061 -0.0396672 internal_weight=0 2307.29 2289.45 1512.52 17.8407 1453.18 59.3402 internal_count=90178 52564 49035 37614 3529 34749 2865 is_linear=0 shrinkage=0.1 Tree=1512 num_leaves=5 num_cat=0 split_feature=9 8 2 0 split_gain=2.18597 2.81987 5.20063 2.38061 threshold=5.9991806917619623 14.582277153272187 13.685330519301173 6.894722906152567 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.077471813201899123 -0.067903772038745328 -0.055767136774076492 -0.00065280130775859525 0.020052142486173138 leaf_weight=2.6292856718056887 2.2385566181035292 17.208752302458606 287.0105020799856 79.6383046155388 leaf_count=1091 17 13594 72732 2744 internal_value=0 0.000500126 -0.00394295 0.0168571 internal_weight=0 386.096 304.219 81.8769 internal_count=90178 89087 86326 2761 is_linear=0 shrinkage=0.1 Tree=1513 num_leaves=8 num_cat=0 split_feature=6 9 2 3 5 3 2 split_gain=2.44264 9.2172 7.59753 5.71957 4.26151 9.31769 6.98132 threshold=8.0213340512632438 6.7071234209401807 14.731000514959243 7.555671347408925 11.17956735095475 8.3912310005437636 13.714806311791465 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.013973762283678377 -0.056962232335116381 -0.021960152445573051 -6.6918381871922483e-05 0.01488764237968758 0.03094440169327542 0.002549866127195724 -0.0019995570990179044 leaf_weight=87.6721524256659 23.402348367598847 317.3201795862318 315.73650249184686 304.97907279817468 135.74617567856285 747.72470645884709 438.25636661795249 leaf_count=1612 1591 10621 10367 4920 5676 37000 18391 internal_value=0 -0.0035992 -0.0110582 0.00842427 0.00287665 0.00694277 -0.00490282 internal_weight=0 1025.71 633.057 392.651 1345.13 883.471 461.659 internal_count=90178 27520 20988 6532 62658 42676 19982 is_linear=0 shrinkage=0.1 Tree=1514 num_leaves=6 num_cat=0 split_feature=6 10 8 5 10 split_gain=2.32169 2.38168 6.22383 3.90567 1.24528 threshold=13.809415562131212 7.5650633076543903 14.90142061961137 9.8114929568947904 11.825814881217484 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0059638078381907302 -0.090690837874900551 -0.034584618975583958 -0.10311712969806262 0.0021574881985854453 0.0025261659217471867 leaf_weight=264.08683620711946 3.3083319007424725 28.380138426546182 5.7699602554463914 1900.9174978925289 2.0680811405480881 leaf_count=2206 483 3115 1359 82082 933 internal_value=0 0.000367355 -0.00841414 0.00159937 -0.0600613 internal_weight=0 2199.15 269.857 1929.3 5.37641 internal_count=90178 88762 3565 85197 1416 is_linear=0 shrinkage=0.1 Tree=1515 num_leaves=8 num_cat=0 split_feature=0 9 2 7 4 5 7 split_gain=1.91305 8.75438 8.90064 8.60083 6.68895 3.5641 1.51057 threshold=9.0881844608369668 7.714096927547998 14.067724787576395 9.8497260217093139 12.624535423287986 13.793851287651751 10.497562817113865 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.014811724402865645 0.01018879097705009 0.0042337660378067698 0.20104915083024616 0.11106564957221415 -0.014917743346044662 -0.02423908185073476 0.036049038999960953 leaf_weight=99.358492560175307 5.6151332331735357 595.80846806390014 3.486632777033833 5.2559474977421115 307.86542646172319 46.46559412179306 7.3279144795137654 leaf_count=7150 158 41055 826 301 35055 5158 475 internal_value=0 0.00359556 0.0959668 -0.00505233 -0.00764554 0.00213941 0.0732512 internal_weight=0 651.376 9.10177 419.808 407.224 642.274 12.5839 internal_count=90178 47197 984 42981 42205 46213 776 is_linear=0 shrinkage=0.1 Tree=1516 num_leaves=8 num_cat=0 split_feature=10 0 9 5 8 0 10 split_gain=3.05627 15.5649 11.4099 6.5068 6.15175 5.77988 5.32554 threshold=8.6796340009857555 8.7668300948216409 8.0175466751172468 10.259444080357182 14.792226499180844 8.0281661694045194 8.4063562953085889 decision_type=2 2 2 2 2 2 2 left_child=2 4 5 -3 -2 -1 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=-0.0057120724166140795 0.0063943296278023906 -0.071675710012577054 -0.091335834118240367 0.005189996300366379 -0.048285940564408728 0.023355461545426504 -0.0033837549463733348 leaf_weight=102.35057994553756 26.099108133399824 10.250677334045916 14.811846128119102 525.01054071146439 92.543997190755903 203.25659950669683 12.334687348396526 leaf_count=9240 418 4638 579 49537 13195 11936 635 internal_value=0 -0.00369518 0.00806239 0.00358704 -0.0363045 0.0136336 -0.0529127 internal_weight=0 653.904 332.754 535.261 118.643 305.607 27.1465 internal_count=90178 67788 22390 54175 13613 21176 1214 is_linear=0 shrinkage=0.1 Tree=1517 num_leaves=8 num_cat=0 split_feature=0 9 0 9 10 10 6 split_gain=3.6757 10.2496 11.4213 10.1069 10.8306 9.96306 8.96861 threshold=9.857207100190875 9.9725343785449407 10.798682231086122 8.9436524133493673 10.378898444679702 11.674602734669298 12.453466041813241 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0031952918112498848 -0.019147256516766686 0.046285903575525755 -0.0047787773651477503 0.048142575186156375 -0.08865916728565458 -0.12891698447115979 -0.11345516225254365 leaf_weight=154.88496330708207 173.42932342057571 55.377584406571316 195.66936005478283 67.776776045420007 12.991221313241338 7.7346594818926624 2.6835889800172472 leaf_count=58917 12230 4653 8808 4380 905 206 79 internal_value=0 -0.00645469 0.00662435 0.00898658 -0.00439584 -0.0245158 0.0404863 internal_weight=0 432.211 251.047 238.337 167.876 181.164 70.4604 internal_count=90178 25897 13461 64281 59822 12436 4459 is_linear=0 shrinkage=0.1 Tree=1518 num_leaves=8 num_cat=0 split_feature=2 1 10 10 9 9 5 split_gain=2.48188 5.82493 18.3765 12.6461 3.43011 6.96222 5.58304 threshold=14.128656476379684 9.8798205506575787 9.956678350559681 9.7869519850933795 10.034994439797606 9.7950214496402115 14.628246329535147 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0058239075033671124 -0.0023792274338252407 0.067371952015157929 0.0014813883105599061 -0.034933452097210792 -0.02259896621383755 0.076861578331023667 0.047524146670273805 leaf_weight=641.85967446974064 1446.8989702631825 44.812971533106975 556.93799622632741 129.07413955510492 81.253249501693062 13.110333405420532 12.218224602402186 leaf_count=13653 47522 1861 15599 3162 6907 851 623 internal_value=0 -0.00187072 0.00649195 -0.00506592 0.0048007 0.00736085 -0.0130267 internal_weight=0 2177.72 601.751 1575.97 748.441 654.97 93.4715 internal_count=90178 68144 17460 50684 22034 14504 7530 is_linear=0 shrinkage=0.1 Tree=1519 num_leaves=6 num_cat=0 split_feature=8 3 4 5 3 split_gain=3.34298 4.12183 6.22144 4.46349 0.0822431 threshold=14.898934405764823 12.055624246370735 17.070770753165331 13.793851287651751 8.5876976612772236 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.026123066911661642 0.00055764374796466202 0.12200272653916254 -0.0041118463729607792 -0.022918497104968492 -0.074404399434936291 leaf_weight=2.0016050318097305 3522.7775351008095 5.95187423571815 8.8012700234253298 81.893192813481619 4.7857371786537897 leaf_count=12317 45058 823 985 3531 27464 internal_value=0 0.000241152 0.0512816 1.80896e-05 -0.0653491 internal_weight=0 3619.42 14.7531 3604.67 6.78734 internal_count=90178 50397 1808 48589 39781 is_linear=0 shrinkage=0.1 Tree=1520 num_leaves=8 num_cat=0 split_feature=10 0 5 9 0 5 4 split_gain=3.77662 10.9255 10.7076 9.67714 7.67276 16.0493 6.33798 threshold=9.5121305882254692 9.2850228322780879 12.885212458673779 8.3313704268728568 8.9663595018538071 11.026522824103813 12.682335958791592 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0011451899266990096 -0.035064036654836053 -0.033276612822179662 0.065090529599183086 0.056151629482618606 -0.033034799645852986 0.035272039130672721 0.0028362132378198686 leaf_weight=2459.7721868170588 39.187036805330763 159.07857735462085 10.971736697114919 28.834644276822928 51.118143307475975 169.96750774423003 896.28558802844123 leaf_count=41875 586 7330 484 1101 2069 2443 34290 internal_value=0 -0.00213953 -0.0265865 -0.000459023 0.00470338 0.0219898 0.000867965 internal_weight=0 2658.66 170.05 2488.61 1156.56 209.155 947.404 internal_count=90178 50790 7814 42976 39388 3029 36359 is_linear=0 shrinkage=0.1 Tree=1521 num_leaves=8 num_cat=0 split_feature=7 7 4 5 8 10 2 split_gain=2.15028 3.66304 4.82811 3.8684 2.193 1.68941 1.14605 threshold=11.947835852282278 9.5608068175471317 15.864337804393097 11.519480960160774 14.868435148513482 12.394774688464326 15.451293565811982 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0016711956915840911 0.050438114384934486 -0.016886884943564037 0.036617746316869579 -0.027463987799000091 -0.098415646480689761 -0.045673589060164464 -0.019981716376891473 leaf_weight=240.46775273783965 3.2675802855065106 23.569883600903879 54.272470334255345 55.19952344948905 4.3367545793684865 2.2316465500807681 3.8347652567977093 leaf_count=46360 209 3619 7865 28854 2715 28 528 internal_value=0 0.00125263 0.0204084 -0.00384243 -0.0377744 0.0104086 -0.0677998 internal_weight=0 373.51 77.8424 295.667 13.6707 5.49923 8.17152 internal_count=90178 86698 11484 75214 3480 237 3243 is_linear=0 shrinkage=0.1 Tree=1522 num_leaves=5 num_cat=0 split_feature=8 1 10 3 split_gain=2.36691 2.39494 14.4012 6.83487 threshold=14.92908783461008 7.5754150635758029 7.6130619515470128 7.2031987994230624 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00041212925740896471 -0.070456004486165499 0.054456244751643706 -0.072006706118830657 0.00066411283642610081 leaf_weight=203.23562188120422 3.7490865766881134 22.888495642053385 30.747406729941758 2110.3521927173806 leaf_count=2771 20577 618 322 65890 internal_value=0 0.000211635 -0.00937027 0.00126652 internal_weight=0 2367.22 233.983 2133.24 internal_count=90178 69601 3093 66508 is_linear=0 shrinkage=0.1 Tree=1523 num_leaves=4 num_cat=0 split_feature=1 9 5 split_gain=2.37967 5.2453 3.00896 threshold=13.080446341736616 12.976894823715135 9.4308084680330087 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=-0.028580043632067828 -0.073574776702561615 0.13172896469741116 0.00072686363040754204 leaf_weight=34.608854900562164 3.3531452497618366 2.0386355472992355 2165.49382179247 leaf_count=1751 1062 188 87177 internal_value=0 0.000434525 0.000253074 internal_weight=0 2202.14 2200.1 internal_count=90178 89116 88928 is_linear=0 shrinkage=0.1 Tree=1524 num_leaves=8 num_cat=0 split_feature=0 9 6 5 6 8 1 split_gain=1.86981 5.94956 6.9474 5.02154 8.45961 5.99901 3.67581 threshold=9.3933457523545609 8.4156919427860739 11.422079377285781 11.542277916954374 6.7270581027060787 14.897822350845894 9.7753239505468699 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.0079085462708282546 0.047225128901744184 -0.019375883722717036 -0.10117303547714479 0.047697991100027093 -0.029564741864568922 -0.022352638201756619 0.004570569454028472 leaf_weight=311.7954138791921 45.046712620906646 74.691913467580662 2.4594458687524812 15.131641794154801 120.60749431559265 81.86911141222032 417.69239506393899 leaf_count=13804 3612 7352 103 484 13716 24207 26900 internal_value=0 0.00419979 0.037615 -0.00415614 -0.020666 0.00157454 0.000906119 internal_weight=0 539.89 47.5062 529.404 135.739 393.665 492.384 internal_count=90178 37967 3715 52211 14200 38011 34252 is_linear=0 shrinkage=0.1 Tree=1525 num_leaves=8 num_cat=0 split_feature=3 9 2 3 8 8 2 split_gain=3.11081 7.60608 5.32722 7.34393 6.19338 5.21855 4.11874 threshold=9.350372350165296 8.2481486471666035 13.316620011614498 7.5962174749703495 14.889955778994116 14.863791496742204 12.880374407927007 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.032434415756538812 -0.0036616301639001135 0.056688178093604484 0.00072701588445958187 -0.049170192225406015 0.023314251163795045 -0.0667774423268096 -0.0037196765308571758 leaf_weight=14.515972954413071 21.706857041361133 10.972612176037158 513.02907004045119 38.403669876525001 158.0522525438497 32.51292640831511 196.09768802129258 leaf_count=808 360 7283 5462 2333 50361 2755 20816 internal_value=0 -0.00905671 0.00365194 -0.0265995 0.00607351 -0.042033 -0.000261614 internal_weight=0 261.29 724.001 52.9196 671.081 54.2198 207.07 internal_count=90178 31214 58964 3141 55823 3115 28099 is_linear=0 shrinkage=0.1 Tree=1526 num_leaves=6 num_cat=0 split_feature=3 0 10 8 8 split_gain=3.53323 4.21662 12.9372 9.66163 1.52752 threshold=8.0952447286945013 10.235004614711231 10.35558006457555 14.928789002129244 14.929480048055597 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.084268104831868515 0.015542463559570882 -0.05772483272795912 -4.5297960533393557e-05 -0.031711996396764412 0.0022418703059393992 leaf_weight=6.1813584195364921 275.86859553795955 43.915309531933246 289.71215721351825 50.323838787103625 2.7805077935997105 leaf_count=9174 44342 3673 13711 15283 3995 internal_value=0 0.000105537 -0.00778746 0.00817757 -0.0598968 internal_weight=0 659.82 333.627 326.192 8.96187 internal_count=90178 77009 17384 59625 13169 is_linear=0 shrinkage=0.1 Tree=1527 num_leaves=8 num_cat=0 split_feature=7 3 7 6 3 5 10 split_gain=2.21199 4.02266 3.0555 4.92693 4.35848 2.1939 1.11322 threshold=12.09016309432562 12.451253279435303 11.472174393209933 12.797909639970344 8.1075278126450012 11.735523885049423 13.968651880388778 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.00089182894003646024 0.049058348073101873 -0.057486101059398387 0.063532615304762313 0.027778670754196301 -0.041395353894138946 0.012546025149006294 0.0041029194677207519 leaf_weight=2730.3835660695163 21.738291122492228 7.8700997116102354 3.5968919614679171 60.283366654788551 31.999878492379139 63.69884037351585 4.197285190137336 leaf_count=83544 465 398 37 1762 1703 2172 97 internal_value=0 0.0146047 -0.000639327 -0.000262766 -0.0293466 0.0222962 -0.0373895 internal_weight=0 97.5045 2826.26 2790.67 35.5968 85.4371 12.0674 internal_count=90178 3132 87046 85306 1740 2637 495 is_linear=0 shrinkage=0.1 Tree=1528 num_leaves=8 num_cat=0 split_feature=6 10 0 7 1 9 5 split_gain=3.35478 8.29534 12.4337 10.6992 7.8959 11.7277 7.22711 threshold=7.4136118912394009 8.4996746447070937 7.9340086892421535 5.1249025554662744 8.7228285616283561 7.4696347274316013 12.210393308066189 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.002215862751271413 -0.012789243856348956 0.016984137191676931 0.021765096926125094 -0.0068441350354504944 0.020650619630427851 -0.044842598915549564 -0.020160528112368362 leaf_weight=567.77367317861012 155.7097928063406 207.992575852561 310.16642046981974 1918.5170970538652 357.17304642591 57.398400296779982 48.565109548119949 leaf_count=8442 2580 4537 6976 60601 5146 1140 756 internal_value=0 -0.00185838 0.0102133 -0.00450662 0.00488301 -0.00216939 0.0157281 internal_weight=0 2592.39 465.876 2126.51 1030.91 625.172 405.738 internal_count=90178 74694 9556 65138 15484 9582 5902 is_linear=0 shrinkage=0.1 Tree=1529 num_leaves=8 num_cat=0 split_feature=7 4 2 0 1 4 8 split_gain=3.424 5.23778 4.38375 4.18172 11.1297 4.34878 3.05511 threshold=9.9616133764036707 18.290813434812268 15.497271748855688 11.547063685880929 11.702900646262416 7.7417514024564502 14.931529438442423 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.041220121819435879 -0.055982764364947271 0.03785252972355603 -0.049237616025509773 0.089972022028068532 -0.02441508428700008 0.00031866318479771246 -0.0082224551564633666 leaf_weight=24.377678808972632 33.622103209056945 20.845971932590604 6.9135184813568449 16.74236676844157 15.689517173494094 3670.2818763037594 22.486212726464146 leaf_count=1044 9511 1491 540 496 721 75737 638 internal_value=0 -0.0199613 0.0152048 0.000352103 0.0355601 3.35072e-05 -0.0373213 internal_weight=0 83.8678 27.7595 3727.09 32.4319 3694.66 56.1083 internal_count=90178 12180 2031 77998 1217 76781 10149 is_linear=0 shrinkage=0.1 Tree=1530 num_leaves=8 num_cat=0 split_feature=0 5 8 5 3 1 6 split_gain=2.26445 4.13571 3.51061 3.5029 11.1727 6.4654 2.62 threshold=8.3216657935866483 8.9869286411848712 14.085846118895374 9.9087963333462792 9.9174808637034921 9.3390699780847992 4.3397287074235171 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.029531980409132758 0.052605443253322205 0.01252161748935373 -0.077831388467557022 -0.032267190213275884 -0.070807725913564309 0.0051843483540865562 0.050380082873322067 leaf_weight=6.5120771333623884 35.55142156160349 5.6332979146754978 14.30643758296535 55.363069835554825 8.258023988527837 252.08841256769824 8.2114225292207248 leaf_count=113 2228 75 18416 27355 711 41043 237 internal_value=0 -0.0242837 -0.0529262 0.00215944 0.0282812 -0.00164233 0.0154053 internal_weight=0 34.6632 19.9397 351.261 43.8094 307.451 14.7235 internal_count=90178 18841 18491 71337 2939 68398 350 is_linear=0 shrinkage=0.1 Tree=1531 num_leaves=5 num_cat=0 split_feature=1 9 1 6 split_gain=2.33493 2.54712 4.59986 3.55928 threshold=6.3193560299700344 6.0888791253667218 7.4782970186284423 8.7682211465455193 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.063221481824363795 0.0239030883977762 -0.018716255589158178 0.00073845309353338766 -0.081888070652409314 leaf_weight=4.8158558253116999 65.974443751802937 127.74648074521747 2168.3043498345669 2.3742435734379788 leaf_count=380 1153 2137 86451 57 internal_value=0 0.00021851 -0.000351635 0.0191004 internal_weight=0 2364.4 2296.05 68.3487 internal_count=90178 89798 88588 1210 is_linear=0 shrinkage=0.1 Tree=1532 num_leaves=8 num_cat=0 split_feature=8 8 8 8 1 4 5 split_gain=2.37068 7.85161 5.49922 4.49782 3.36613 4.36484 3.1153 threshold=14.67823852713458 14.781556778141429 14.771689466117605 14.801687455380572 9.5518415261440186 16.76917323082726 11.283373902454665 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0082875394490911965 -0.013484972148538311 0.033334069298276252 -0.082867877875001966 -0.00031320640849761888 -0.052750551706859605 0.054001346068349811 0.043276552317609684 leaf_weight=85.067272716327352 30.687658676140472 39.542986874797862 17.67284712152059 1976.8231255590313 13.935978689039532 4.2557050242057803 35.715430244919844 leaf_count=1778 1775 710 355 82702 1930 385 543 internal_value=0 -0.000601576 -0.0400054 0.000362847 0.0128462 -0.0262648 0.0189042 internal_weight=0 2064.73 48.3605 2016.37 138.974 18.1917 120.783 internal_count=90178 85542 2130 83412 4636 2315 2321 is_linear=0 shrinkage=0.1 Tree=1533 num_leaves=8 num_cat=0 split_feature=0 9 6 2 6 1 1 split_gain=1.97463 17.1402 6.70835 9.96865 8.09014 4.27099 2.72316 threshold=8.4389157441427276 7.3021519816161264 7.3241637301329776 14.476764656862914 9.9399606852453637 8.3618229907230575 8.6202165062344545 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0055088677990807848 0.020040721077076249 -0.026352930830695877 -0.036677095703408685 0.071805667223876338 0.084218404272680625 0.12608762682144856 0.001329164535748867 leaf_weight=106.94067320536431 5.8736502119165861 36.195470985215366 84.942485065398671 18.734039244499513 4.9819097814450393 12.568092808015306 795.77928443353039 leaf_count=4912 911 4693 13463 3673 343 2567 59616 internal_value=0 0.00226371 -0.00843009 0.0064921 -0.0291268 0.09508 9.465e-05 internal_weight=0 850.416 215.599 125.675 89.9244 18.4417 831.975 internal_count=90178 67787 22391 8585 13806 3478 64309 is_linear=0 shrinkage=0.1 Tree=1534 num_leaves=8 num_cat=0 split_feature=3 5 2 8 7 5 0 split_gain=3.10898 7.00144 10.8817 8.22839 5.07822 8.18579 4.01166 threshold=10.344274622172561 13.970080266921599 13.507949299309066 14.89000377268126 10.497562817113865 12.622257144066745 11.413072302157209 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.00025644319476953603 0.044007110155498685 0.075968634462191847 -0.060320514086385703 -0.093353177846709143 -0.056239587557460349 0.030043501589218802 0.053788737233374344 leaf_weight=788.99683886107607 12.22580550925557 11.786686033970907 42.050363862855541 2.7869067925577005 22.243717107688557 99.518597405787204 3.051701272739705 leaf_count=67756 4516 103 6490 3420 2462 5234 197 internal_value=0 -0.019999 -0.0364495 0.039674 0.00188898 0.00316728 -0.0414248 internal_weight=0 68.8498 54.2762 14.5736 913.811 888.515 25.2954 internal_count=90178 14529 11006 3523 75649 72990 2659 is_linear=0 shrinkage=0.1 Tree=1535 num_leaves=7 num_cat=0 split_feature=5 6 0 8 6 5 split_gain=3.52598 4.6808 4.37199 2.14007 3.12547 0.811439 threshold=10.806418148753567 6.0708020247992822 10.536440514196281 14.921809274144836 10.014357048893464 10.625183840710474 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.046772812591645008 -0.092426763008657056 0.0082089526162291947 -0.0085268874852338517 -0.10167978443387014 0.047500309877235254 -0.017774772035496929 leaf_weight=9.3083317880552858 4.3716761310761276 377.59377993723785 264.61692301461437 4.8591227583702326 4.3952052045036103 2.0472434930665031 leaf_count=15133 928 51683 11285 6237 2809 2103 internal_value=0 0.000535046 0.00131057 -0.0405274 -0.015362 -0.0822019 internal_weight=0 646.582 642.211 20.6099 13.7035 6.90637 internal_count=90178 63896 62968 26282 17942 8340 is_linear=0 shrinkage=0.1 Tree=1536 num_leaves=8 num_cat=0 split_feature=2 1 10 0 9 5 2 split_gain=2.23756 6.25808 14.1708 12.1436 5.24573 6.22214 5.0629 threshold=15.171281435893556 8.9790759577833263 9.0163343059688135 9.3332848397188393 6.4969619971819474 10.045533021525349 15.846702593775165 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0064242516914945931 -0.036972915244259191 0.06072882894490305 0.0043777040861879757 0.049207611783972406 -0.011538682281941373 0.091083780112776111 0.0057806161002282733 leaf_weight=959.40580805350965 4.9421286113210945 45.526067879743096 1100.1907741546106 39.914846295208918 511.36253942594976 10.722757286908744 250.95814691140731 leaf_count=26420 115 1187 32058 1064 19927 254 9153 internal_value=0 0.00162606 0.00666787 -0.00415523 -0.00463097 0.0508888 -0.00583702 internal_weight=0 2145.04 1145.72 999.321 777.986 15.6649 762.321 internal_count=90178 60729 33245 27484 29449 369 29080 is_linear=0 shrinkage=0.1 Tree=1537 num_leaves=8 num_cat=0 split_feature=3 10 5 1 4 6 6 split_gain=3.29399 6.59334 13.7912 10.5774 6.25532 6.36359 4.96429 threshold=9.0887261744609606 8.772209286679761 10.423444963370743 8.6892393313575464 19.714399874998094 10.271758836074349 11.711454947557465 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0012973030474488932 0.0077802370008564804 0.035370963064372006 -0.0078642722080906422 0.036013045581564825 0.062365342809368923 -0.021448566199244082 -0.019316359350541011 leaf_weight=1252.9838267924706 552.10649846964316 76.561032737155756 1519.0891596793076 93.384518254719069 31.381975544688885 85.102313335937652 9.141583525812619 leaf_count=21597 22476 1406 26664 1842 815 14952 426 internal_value=0 -0.00142205 -0.00576894 0.00373014 0.00630608 0.0038491 0.0439176 internal_weight=0 2942.02 1595.65 1346.37 677.732 637.209 40.5236 internal_count=90178 51509 28070 23439 38669 37428 1241 is_linear=0 shrinkage=0.1 Tree=1538 num_leaves=8 num_cat=0 split_feature=4 7 10 0 2 8 6 split_gain=3.40094 8.68736 6.99939 10.1034 6.88687 4.62482 4.57582 threshold=17.123788765926573 8.2629307461114418 10.944792569123768 10.733460042519136 14.013900857802197 14.92908783461008 9.2988018719300332 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.011026099427941255 -0.026653683052455013 -0.0057564846405039494 0.069598388875744488 -0.01271520849412644 0.0041516804932278557 -0.0049543738213372384 -0.03379983733189023 leaf_weight=334.82076871669233 144.75134556101284 143.43522381441093 26.105785769507975 32.578192902666842 2724.4847593279546 303.08549473887479 97.491220526386911 leaf_count=8476 8875 5133 1246 3465 47625 2651 12707 internal_value=0 0.00104571 -0.00774707 0.0244549 0.00248751 -0.0120119 -0.0171971 internal_weight=0 3300.23 506.521 58.684 3059.31 447.837 240.926 internal_count=90178 73941 16237 4711 56101 11526 17840 is_linear=0 shrinkage=0.1 Tree=1539 num_leaves=7 num_cat=0 split_feature=8 9 2 2 10 0 split_gain=2.19705 5.65574 5.04609 3.85078 2.74287 2.58635 threshold=14.887810450428484 8.0028092215403728 16.088881134531487 14.241908315249958 10.277267267801252 7.980708537385504 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.00018120053777232891 -0.083164858219310744 0.0038832477457219961 -0.041265832027471007 -0.044242613913523028 -0.043402162228406434 0.018601683513439288 leaf_weight=46.995520651416115 8.6346353058938501 135.96227972508348 29.229419628337098 5.9428281582077025 19.83932399046239 137.19926500646943 leaf_count=2441 40090 33054 2813 406 1143 10231 internal_value=0 -0.00867631 -0.00430577 0.00648315 -0.0132052 0.0157037 internal_weight=0 173.826 165.192 209.977 66.8348 143.142 internal_count=90178 75957 35867 14221 3584 10637 is_linear=0 shrinkage=0.1 Tree=1540 num_leaves=8 num_cat=0 split_feature=9 4 8 7 1 10 10 split_gain=2.25861 6.02962 7.57616 5.89896 5.78459 11.0961 9.32984 threshold=7.921536235168678 17.462403286492574 14.828882741269299 7.4534932039194599 8.8806238192001974 8.9240319260653909 9.2536141247924188 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0002804239780833763 0.021462991926369367 0.049676298043560704 -0.018706180177449471 -0.0018569628868584341 0.025577073877591495 -0.043147315611230294 -0.002852523387823849 leaf_weight=1395.334658643538 54.837039809701309 32.446954849732265 297.90947471567711 65.928661180656718 228.75271384283815 60.424330592479237 231.63064529714097 leaf_count=25906 5942 1984 33648 7398 6818 1677 6805 internal_value=0 -0.00631641 -0.0124186 0.015469 0.00154088 -0.00155052 0.0112982 internal_weight=0 451.122 352.747 98.3756 1916.14 1455.76 460.383 internal_count=90178 48972 39590 9382 41206 27583 13623 is_linear=0 shrinkage=0.1 Tree=1541 num_leaves=5 num_cat=0 split_feature=8 10 1 1 split_gain=2.18728 2.2825 15.1047 13.3055 threshold=14.913676627498663 9.4783487261067627 9.286776974586946 9.403027740526877 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00084092895249786585 -0.069256326874916826 0.059821696500086209 -0.044254375626486014 0.00035287468610265742 leaf_weight=1781.1497627192457 3.5249344859398652 42.058724232469103 76.506899747792886 298.11493216002373 leaf_count=22574 42942 632 3270 20760 internal_value=0 0.000341108 -0.00103912 0.00785933 internal_weight=0 2197.83 1857.66 340.174 internal_count=90178 47236 25844 21392 is_linear=0 shrinkage=0.1 Tree=1542 num_leaves=5 num_cat=0 split_feature=8 8 2 3 split_gain=1.83084 1.91892 10.1504 6.16719 threshold=14.927853812706594 14.888650765397751 12.970039582877137 7.2820048901685555 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.02402048797915543 -0.067429750350494422 0.045828966226473616 -0.017375412439562369 0.0012395341474764772 leaf_weight=79.97005877745687 2.9862763034311675 31.396311538457667 219.97468273515665 731.17902318010943 leaf_count=1511 23062 831 13065 51709 internal_value=0 0.000467941 -0.00629546 0.00313296 internal_weight=0 1062.52 299.945 762.575 internal_count=90178 67116 14576 52540 is_linear=0 shrinkage=0.1 Tree=1543 num_leaves=8 num_cat=0 split_feature=1 0 5 10 5 0 1 split_gain=2.8616 13.1578 6.57409 5.34552 5.34125 5.20375 3.91906 threshold=9.8047695303015292 9.6299676652021855 11.210929380653097 11.018514392709003 13.529466968170661 8.9549965196770938 9.5885460026329081 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0019746744085429742 -0.064540990880609106 -0.060334667507343835 0.0075578378326987914 0.046271348881896858 -0.096771032108851504 0.015598841991257243 0.030105461019944157 leaf_weight=447.5279928611269 45.188885213038738 14.415246095634016 189.94663027043185 4.0979511346045774 7.8522014034938916 269.06839885902571 2.8146438471026727 leaf_count=37786 4387 7421 17667 328 355 22122 112 internal_value=0 -0.00876548 0.00249837 -0.0545906 0.0035499 0.00463639 -0.0635815 internal_weight=0 253.649 204.362 49.2868 727.263 716.596 10.6668 internal_count=90178 29803 25088 4715 60375 59908 467 is_linear=0 shrinkage=0.1 Tree=1544 num_leaves=8 num_cat=0 split_feature=8 9 5 7 5 9 0 split_gain=3.42521 7.3259 14.017 6.61012 6.25721 3.36087 3.33723 threshold=14.918440503101598 10.897746077553387 12.746778931966782 5.2791211112091458 11.530803883591323 8.3313704268728568 13.365415874404215 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0035692851923445762 0.02155992262179723 0.034924627930939908 -0.077105099253448162 -0.02736027520167263 0.0094909403658343591 -0.07621442574207607 -0.049799815192478815 leaf_weight=88.836321122505936 4.0926350118305121 34.387867529701225 35.662368890887919 50.554474498021989 434.66752640659598 14.097612555445037 4.4579683418783125 leaf_count=45666 5479 3704 3680 15479 15185 764 221 internal_value=0 -0.0132855 -0.02508 0.00333753 0.0056031 -0.054239 0.0241958 internal_weight=0 163.345 124.499 503.412 485.222 18.1902 38.8458 internal_count=90178 53271 49346 36907 30664 6243 3925 is_linear=0 shrinkage=0.1 Tree=1545 num_leaves=8 num_cat=0 split_feature=9 0 5 1 5 9 1 split_gain=1.9984 14.9062 10.6187 8.40334 19.8741 9.4106 8.337 threshold=7.2413059921409717 8.2594399441877027 11.117616444070858 9.0201765761220827 11.149205802885611 7.9613526148726157 8.5212886891278075 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.0024082923452704817 -0.034154183535620122 0.0012218787814930448 -0.031046432539672777 0.015917333664997976 0.0066511882221352769 -0.0023021026219686054 0.040103595346651852 leaf_weight=475.57375987312116 232.26445577563118 88.453446542644087 117.48380192750847 365.2660606395325 243.87448743967207 1253.6989638271102 145.73753385809687 leaf_count=12891 7360 2506 3116 8917 8421 43799 3168 internal_value=0 0.00418139 -0.00426014 -0.00162049 -0.0132839 0.0018158 0.0254857 internal_weight=0 827.249 593.058 2095.1 476.139 1618.97 234.191 internal_count=90178 21681 16007 68497 15781 52716 5674 is_linear=0 shrinkage=0.1 Tree=1546 num_leaves=6 num_cat=0 split_feature=5 3 5 1 4 split_gain=3.15699 3.33421 5.61845 4.75643 3.1208 threshold=8.5716343871812661 7.9506990956577619 11.364831151402891 9.8047695303015292 11.208036567932256 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.021739214152280403 -0.0092941848934144089 0.0049719038922046961 -0.0037211481066211968 0.029252416630285823 0.11206218843154421 leaf_weight=2.2766303807885597 544.89733780444294 1729.7756649177552 1302.4321721585641 33.043468646953443 3.8739658000657755 leaf_count=196 8805 38207 42161 638 171 internal_value=0 -8.93984e-05 0.00123796 -0.00704358 0.0664219 internal_weight=0 3610.15 3032.21 577.941 6.1506 internal_count=90178 89811 80368 9443 367 is_linear=0 shrinkage=0.1 Tree=1547 num_leaves=8 num_cat=0 split_feature=1 10 10 1 1 3 1 split_gain=3.42376 39.418 21.1764 15.4264 14.4659 11.1302 6.19878 threshold=9.0091308657609428 9.1626661521175325 9.0353390768808275 8.8709870479635757 9.1663751058590304 8.7701178966680526 9.0896283100774067 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.0022075941840490327 -0.028580770588359096 0.027200256942333485 0.048897717827259796 -0.031049648938434388 -0.0017004387815291657 9.7088439114293744e-06 -0.066013516324048754 leaf_weight=1473.0724880426858 91.595592726844558 193.34455405502922 140.08450198184789 153.05038520604808 1590.4557481941752 69.515423227498673 89.747839677068072 leaf_count=29596 1864 2615 1526 2953 48077 1095 2452 internal_value=0 -0.00308064 0.00292387 -0.00093973 0.00144557 0.0327607 -0.0473669 internal_weight=0 1965.14 1835.72 1626.12 1783.8 209.6 181.343 internal_count=90178 55008 35170 32549 50692 2621 4316 is_linear=0 shrinkage=0.1 Tree=1548 num_leaves=5 num_cat=0 split_feature=4 6 5 2 split_gain=2.11673 2.05749 4.59234 4.34804 threshold=22.005150708497776 8.2597240948850459 9.8114929568947904 12.781319915869604 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.016888043192060231 -0.081212654114684688 -0.050550502733443414 -0.028366235597303353 0.0071187085521458365 leaf_weight=33.811822617613416 2.2324986878667223 12.742127993388406 62.61456002867709 270.29573072032707 leaf_count=2712 352 7415 30383 49316 internal_value=0 5.25719e-05 -0.0124874 0.00435366 internal_weight=0 379.464 96.4264 283.038 internal_count=90178 89826 33095 56731 is_linear=0 shrinkage=0.1 Tree=1549 num_leaves=8 num_cat=0 split_feature=2 7 3 4 3 0 5 split_gain=2.2256 4.42946 4.27727 5.77507 4.26355 3.04392 1.60316 threshold=15.474783942881347 11.013185513919682 8.4101463013867974 15.153816554688706 9.350372350165296 8.7985673998436145 11.735523885049423 decision_type=2 2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=-8.3049326250310727e-05 -0.005206242200396595 -0.08469153093798 -0.030186154147970552 0.074436418765463405 0.014182913014267128 -0.0046310987967090557 -0.019745949799690278 leaf_weight=1882.4803418397162 28.791607842641781 6.5394502304403082 80.35032062250319 12.236843665163631 234.72415867060386 110.17600161000901 9.3330568463547348 leaf_count=50442 1060 756 1591 611 15999 15182 4537 internal_value=0 0.00109849 -0.00920351 0.0197533 0.0015045 -0.0155097 -0.0499371 internal_weight=0 2133.08 231.555 41.0285 2117.2 190.526 15.8725 internal_count=90178 71734 18444 1671 66441 16773 5293 is_linear=0 shrinkage=0.1 Tree=1550 num_leaves=8 num_cat=0 split_feature=3 2 5 2 2 5 1 split_gain=2.32011 12.5227 6.44093 6.16378 5.62925 5.0388 4.446 threshold=9.696672929875886 13.931331739164568 12.429511598213832 13.8220490143545 15.161836301224202 10.020714679806042 9.1380466679784291 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=-0.01360291567037248 0.11389869996879239 -0.053815957505227607 -0.016198587686514495 -0.017861964948328035 -0.006221351207345429 0.0036286332087060824 -0.073044400596521772 leaf_weight=111.56123409176672 9.6741005717893795 42.053664033529763 5.5658332341433541 114.9802279984649 59.491329288527204 1841.9304534645426 13.316230300687435 leaf_count=4785 1787 4766 7278 3578 10638 54562 2784 internal_value=0 -0.0134474 0.0683136 0.000978881 -0.0262647 0.00235745 -0.0204713 internal_weight=0 116.785 15.2399 2081.79 101.545 1956.91 124.877 internal_count=90178 24469 9065 65709 15404 58140 7569 is_linear=0 shrinkage=0.1 Tree=1551 num_leaves=8 num_cat=0 split_feature=1 10 6 6 3 6 3 split_gain=1.86198 5.59278 3.108 4.54363 4.43791 2.38286 0.624332 threshold=7.729124636002541 7.7338523840769797 5.518791101331245 8.2151902097263925 7.8384582945823196 8.5641686243771176 7.5962174749703495 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0090151278398852286 0.1334717250073397 0.0062380609341774083 -0.041759162906067071 0.03627262302169245 0.09899369514193368 -0.0036553404501936666 0.044149047976577829 leaf_weight=14.549415003867695 2.1001358071168843 428.89563120125308 41.884928320653557 8.2263660433494561 4.0853449088158404 560.34865704068682 3.1312644586503211 leaf_count=448 81 35539 3856 886 160 48903 305 internal_value=0 0.00123154 -0.0156702 -0.0284903 0.0184997 0.000635999 0.0956722 internal_weight=0 994.476 68.7461 50.1113 18.6348 989.244 5.2314 internal_count=90178 84828 5350 4742 608 84442 386 is_linear=0 shrinkage=0.1 Tree=1552 num_leaves=8 num_cat=0 split_feature=8 8 8 7 2 5 9 split_gain=3.07268 11.86 6.20259 7.60757 4.37855 2.87442 0.705519 threshold=14.601153418519075 14.67823852713458 14.572237689267261 2.5025773517038084 15.310619021561122 11.117616444070858 8.7887755720401746 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.019230586926785431 -0.098101382852240751 -0.0037067687618779366 -0.035983445362585749 0.049968872323762237 0.013913058108717642 -0.034936164605121542 -0.025752332756677307 leaf_weight=14.89093336330677 12.056734399058767 679.80740381162695 11.831122599949593 55.510998150071828 176.88566750382142 25.044975695505855 2.4757440951520939 leaf_count=1967 458 63025 93 972 22517 539 607 internal_value=0 -0.00162693 0.0162338 0.0345626 -5.67359e-05 -0.0147626 -0.0882275 internal_weight=0 871.226 107.278 67.3421 856.693 39.9359 14.5325 internal_count=90178 86607 3571 1065 85542 2506 1065 is_linear=0 shrinkage=0.1 Tree=1553 num_leaves=6 num_cat=0 split_feature=4 2 7 7 5 split_gain=3.54025 3.46962 4.68769 2.78995 1.44463 threshold=22.005150708497776 16.179581588698724 13.756190998553555 5.6387262083416756 14.784570124804917 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.0010952074863233832 -0.090460982820000341 -0.055734376453122993 -0.055687041694627896 0.025155073684451541 -0.0039888443336144217 leaf_weight=568.43077036826617 5.1483700303251663 3.6119672805380381 15.178307569297202 68.999848053985687 2.9568807574760285 leaf_count=85067 311 658 559 3542 41 internal_value=0 -3.15886e-05 -0.00260784 0.0204289 -0.0628177 internal_weight=0 656.221 583.609 72.6118 8.10525 internal_count=90178 89826 85626 4200 352 is_linear=0 shrinkage=0.1 Tree=1554 num_leaves=8 num_cat=0 split_feature=8 5 10 0 8 3 3 split_gain=2.39294 9.19469 9.19194 8.03585 3.37406 33.4437 14.4591 threshold=14.932333816366073 11.364831151402891 9.5236183516772375 9.0763731546614093 14.928054595819104 8.4540409920174273 8.4101463013867974 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.013066746274196456 0.0071120019918457858 -0.044568598535186188 0.10914082594615196 -0.0044853007079825365 0.03939303853795751 -0.012250960567852444 0.0047531675106189846 leaf_weight=662.27114116280336 42.324712683091093 72.951563187642023 10.21239772575427 155.33745548751904 206.07171693164855 317.05818838514097 1451.4204602971427 leaf_count=15256 2627 2474 988 2418 5564 8636 52215 internal_value=0 -0.00874753 0.028613 -0.0174327 0.000946792 0.00812903 -0.000833785 internal_weight=0 280.826 52.5371 228.289 2636.82 523.13 2113.69 internal_count=90178 8507 3615 4892 81671 14200 67471 is_linear=0 shrinkage=0.1 Tree=1555 num_leaves=8 num_cat=0 split_feature=10 0 3 10 3 8 9 split_gain=3.06056 3.9207 9.0856 3.96468 2.6434 3.18049 2.26325 threshold=7.0247843423256073 7.3262118193312773 8.4622949110529628 8.2124917739664038 7.0970597227589947 14.930133035486136 6.6900083761563112 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.051808052076478817 -0.032760673569148774 0.0088386001715144141 0.092215345998909723 -0.0011071438194106549 0.059074951569213621 0.036559270799553817 -0.026545722458235322 leaf_weight=6.7937379106078861 69.794519814127852 460.6897910564353 5.3765442143176179 3038.3693582720512 20.782979404945767 7.5501174796372652 3.0072041720686675 leaf_count=257 940 9520 73 78555 506 108 219 internal_value=0 -0.000284062 -0.0227286 0.000204474 0.0278341 -0.00594325 0.0476178 internal_weight=0 3574.23 75.1711 3499.06 38.134 14.3439 23.7902 internal_count=90178 89088 1013 88075 1090 365 725 is_linear=0 shrinkage=0.1 Tree=1556 num_leaves=8 num_cat=0 split_feature=4 3 2 2 0 10 3 split_gain=3.2163 8.68646 13.7264 8.00666 6.95729 11.8765 11.4124 threshold=13.835981011651416 8.873647564383413 14.571220060887315 13.771100716361515 8.2347183858967803 7.9557006485464994 8.1556290402387166 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.017161790605187389 -0.018906157777413127 0.081734346410234471 0.010600497686229463 -0.029501497220005592 -0.019009368846739046 0.017702994390768514 0.0017872066040750261 leaf_weight=296.41150044901235 107.2149255768195 5.7848109657827811 442.91213453383943 167.69425201219755 303.42404730946828 491.1055752392067 1980.025889215357 leaf_count=6190 2732 830 7462 6131 4908 6647 55278 internal_value=0 -0.00527532 -0.000538176 -0.0253451 0.00153304 0.0111223 -0.000983347 internal_weight=0 912.803 739.324 173.479 2881.77 598.321 2283.45 internal_count=90178 20613 13652 6961 69565 9379 60186 is_linear=0 shrinkage=0.1 Tree=1557 num_leaves=8 num_cat=0 split_feature=8 4 7 1 10 8 7 split_gain=2.2648 7.21525 5.7616 2.8055 2.43164 1.227 0.594616 threshold=14.859092336325736 12.315188916643285 5.9913071544112162 6.7811729855112457 7.1480778184950475 14.085846118895374 6.8823937568847828 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0092703526485547541 -0.039606268526204913 -0.051211714694395033 0.0024410348595331338 0.07258852156695457 0.0089610497458640481 -0.081733482528839607 -0.11568009091977 leaf_weight=5.4225709260535648 3.0406737902317484 21.42441014239904 185.62575343608523 5.2885420863422032 151.27181836068485 3.5408854370516565 5.0200398024645096 leaf_count=90 4782 17887 55855 152 9861 213 1338 internal_value=0 -0.00716885 -0.00333012 0.00834901 0.0115574 -0.0432262 -0.0945218 internal_weight=0 215.111 207.05 165.524 156.56 8.96346 8.06071 internal_count=90178 79862 73742 10316 10013 303 6120 is_linear=0 shrinkage=0.1 Tree=1558 num_leaves=8 num_cat=0 split_feature=5 8 8 4 9 9 1 split_gain=2.38015 8.97413 3.65907 3.59627 3.687 1.6414 1.14273 threshold=10.367456900581763 14.900477465854346 14.801687455380572 6.2674495412130637 6.3060718344180797 7.3264562349269147 9.7900452440640446 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.040538142754262006 -0.10061031607145937 -0.094522490558445638 -0.00089271348194800467 0.026361562305430481 0.00096556281009370923 -0.011679811245078846 -0.0069226257145121525 leaf_weight=24.169349508879577 3.5164802523845529 12.436651285311173 310.83470953274218 57.896221333879794 1950.9168587820088 3.2845233767777939 2.0496571088388009 leaf_count=3386 200 3564 4783 1087 75258 1769 131 internal_value=0 -0.0074456 -0.00386513 0.00146959 0.00171026 -0.0789483 -0.0724195 internal_weight=0 350.725 335.004 2014.38 2008.81 15.7212 5.56614 internal_count=90178 13502 8169 76676 76345 5333 331 is_linear=0 shrinkage=0.1 Tree=1559 num_leaves=8 num_cat=0 split_feature=10 1 10 1 4 8 10 split_gain=2.34244 17.142 16.5305 15.6008 8.69386 8.68776 8.13289 threshold=8.9748065130418535 8.7333269886005187 8.7259237547170674 8.9790759577833263 13.708628048424542 14.868435148513482 9.1525279501670251 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=-0.001255868411493449 -0.022930594677561311 0.025030760243030799 0.046934808668582136 -0.030865785675780077 0.0599104873858382 -0.044231978069545666 0.003744338248230214 leaf_weight=1286.257176661717 14.908737004646467 20.451863952716053 74.347618598020745 76.883848573576074 68.953722668885575 126.17073078477949 528.4166844816682 leaf_count=22788 729 607 2562 3681 2573 6018 51220 internal_value=0 -0.00210065 0.00140995 0.00493294 0.0450867 -0.0344667 -0.000695416 internal_weight=0 1507.23 1360.6 689.163 83.8625 146.623 605.301 internal_count=90178 31975 25350 58203 3302 6625 54901 is_linear=0 shrinkage=0.1 Tree=1560 num_leaves=8 num_cat=0 split_feature=8 2 0 9 5 4 10 split_gain=2.03478 6.35677 2.34017 7.6758 7.02066 1.97313 0.567747 threshold=14.67823852713458 8.0459400115095168 9.0881844608369668 7.714096927547998 11.542277916954374 13.743234696186475 11.551706501410372 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=0.041760551893853179 0.00092706954728275317 -0.085223982721313415 0.091396286843241373 0.0031863593843460673 -0.033737813506060761 -0.031911876632673405 -0.026151216396573508 leaf_weight=10.319090211764207 332.7451077603298 10.073754673661822 9.0262200597832116 622.38686001132078 69.855557531534828 4.4895477890968314 3.2632285008985482 leaf_count=80 32380 4276 936 43251 8975 21 259 internal_value=0 -0.025998 0.000793794 0.00458987 -0.00515635 0.0188194 -0.0736025 internal_weight=0 28.1456 1034.01 631.413 402.601 14.8086 13.337 internal_count=90178 4636 85542 44187 41355 101 4535 is_linear=0 shrinkage=0.1 Tree=1561 num_leaves=6 num_cat=0 split_feature=8 8 1 1 2 split_gain=2.99472 3.36589 6.34205 5.23912 2.45299 threshold=14.89098124964333 14.890362634532156 7.8263929955765201 7.1050213556819095 15.546388950372963 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.053679397281127209 -0.08024341439157652 0.069120476436965381 0.0068216240852329614 -0.000379972474731236 0.031422490623506154 leaf_weight=17.876190919600162 6.895436090130004 17.777310685865814 128.34086726932946 802.88106980869043 2.0162283851828127 leaf_count=512 50683 326 10324 20809 7524 internal_value=0 0.00089009 0.0148195 -0.00160475 -0.0543581 internal_weight=0 966.875 146.118 820.757 8.91166 internal_count=90178 31971 10650 21321 58207 is_linear=0 shrinkage=0.1 Tree=1562 num_leaves=8 num_cat=0 split_feature=0 7 9 10 10 2 1 split_gain=3.38405 9.95208 6.48574 11.92 6.19914 3.13185 2.87734 threshold=12.907788471437533 11.472174393209933 11.673435897653535 12.662966129136942 11.609861317141872 14.301291168617597 13.36497818431652 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.00030760240882961326 -0.0080227620144495831 0.082939340478096826 -0.072150884408068675 -0.0908650662197244 0.05168314628298229 -0.12387749257814587 -0.01164985669327981 leaf_weight=585.84974220654294 3.2276954108931504 4.4901006626173494 3.6497211710043294 13.699581481855146 36.717829464485931 9.0540560835065644 7.2607456095174712 leaf_count=86537 189 153 275 397 2261 147 219 internal_value=0 -0.0367633 0.000715744 -0.00192351 0.0390135 -0.0963268 0.0281635 internal_weight=0 24.0326 639.917 599.549 40.3676 12.2818 11.7508 internal_count=90178 708 89470 86934 2536 336 372 is_linear=0 shrinkage=0.1 Tree=1563 num_leaves=8 num_cat=0 split_feature=10 1 0 3 9 9 8 split_gain=2.43429 16.7163 12.2128 8.39863 7.42732 6.19892 3.98021 threshold=8.1704015673941424 8.1686944782077031 7.6292039315387203 7.2820048901685555 6.8591281928283179 9.3462774739984678 14.934791482392962 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -3 -4 -1 -2 right_child=2 3 4 -5 -6 -7 -8 leaf_value=-0.0002324621271731313 -0.061817360225757789 -0.079563457749651068 0.019728103341559524 0.099820806315751409 -0.0016338529442787211 0.11327838447306744 0.054601526703815156 leaf_weight=320.5586750967941 39.443590899565606 2.1681682973867309 173.85653036338772 24.278257573447263 2351.9101340924349 3.8843157225637688 2.4123721485957494 leaf_count=9976 891 37 3937 617 74657 45 18 internal_value=0 0.00781428 -0.00105446 0.0827512 -0.000156216 0.00147042 -0.05399 internal_weight=0 350.889 2567.62 26.4464 2525.77 324.443 41.856 internal_count=90178 10675 79503 654 78594 10021 909 is_linear=0 shrinkage=0.1 Tree=1564 num_leaves=4 num_cat=0 split_feature=2 8 3 split_gain=3.15582 5.00307 3.50858 threshold=10.530406060197963 14.904746724265181 11.479174892240597 decision_type=2 2 2 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.080883341275003781 -0.078501803079455923 -0.00018605236813970993 0.034416744793580117 leaf_weight=3.8208862940973622 7.116568611456386 3568.7527681677357 28.545313578322748 leaf_count=3929 42830 40908 2511 internal_value=0 -7.89015e-05 9.80165e-05 internal_weight=0 3604.41 3597.3 internal_count=90178 86249 43419 is_linear=0 shrinkage=0.1 Tree=1565 num_leaves=7 num_cat=0 split_feature=9 8 3 8 2 4 split_gain=3.45084 7.32387 6.42113 5.34117 5.30101 4.14741 threshold=5.8676095620559154 14.933388599539702 7.0970597227589947 14.896876159177149 13.468550727759018 12.498592666200883 decision_type=2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.0050548197705671078 0.01286542658888566 -0.10359943043660209 -0.05210919681772494 0.00029995569890888885 0.064508889016898385 -0.051113242978405707 leaf_weight=17.825061177079533 13.11766892342939 3.0560468416661015 18.549175325014858 3669.9118256263619 26.867025575884327 38.879713229596291 leaf_count=291 416 59 36316 51957 386 753 internal_value=0 0.0263048 -0.000474236 2.23391e-05 0.0372606 -0.0350348 internal_weight=0 47.7481 3740.46 3688.46 44.6921 51.9974 internal_count=90178 736 89442 88273 677 1169 is_linear=0 shrinkage=0.1 Tree=1566 num_leaves=7 num_cat=0 split_feature=8 8 7 2 4 5 split_gain=2.09001 2.93593 4.30365 3.25135 2.38596 1.52965 threshold=14.932333816366073 14.887810450428484 8.0056160745781622 14.526255767473414 15.053662984110717 11.210929380653097 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0096639392306851705 -0.037080417541163334 -0.03359166597966956 0.0005328499356692521 0.015767783913600713 0.082631124483255269 0.015494710715991802 leaf_weight=83.231633982246166 3.177254696411782 59.033856168601858 96.067459637375947 123.97488569979305 6.4176205461759519 7.3151194529015982 leaf_count=4554 3516 45413 22037 9667 1551 3440 internal_value=0 -0.00222497 -0.0125874 0.00555491 0.0327679 0.0503482 internal_weight=0 362.308 155.101 207.207 16.91 13.7327 internal_count=90178 81671 67450 14221 8507 4991 is_linear=0 shrinkage=0.1 Tree=1567 num_leaves=8 num_cat=0 split_feature=1 10 1 1 0 10 4 split_gain=2.36846 4.70992 12.9346 7.31816 4.20265 3.93074 2.96055 threshold=7.2142317139668188 7.5650633076543903 7.5754150635758029 7.4782970186284423 7.1203607740439248 7.2499577848961314 16.841379823687735 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.051071009330764743 0.0050266957635395609 -0.05506366569497715 0.0006498847992913552 0.059246982629701662 -0.035947847762348648 -0.076458550186880581 0.043202174624052105 leaf_weight=12.394365558863823 95.804919961500445 41.50619541274591 2119.6431120946368 32.735618045848469 53.996128943285157 2.023494810833653 4.333266174296198 leaf_count=342 1229 577 86004 568 1301 38 119 internal_value=0 0.000664852 -0.0004451 0.0191858 -0.0175422 0.0293745 -0.0294388 internal_weight=0 2289.69 2161.15 128.541 72.7473 14.4179 58.3294 internal_count=90178 88378 86581 1797 1800 380 1420 is_linear=0 shrinkage=0.1 Tree=1568 num_leaves=7 num_cat=0 split_feature=1 9 2 1 3 9 split_gain=2.21461 7.90626 9.70647 4.72361 1.56878 1.9798 threshold=11.856691260070479 11.03395518930858 13.421484039872562 10.631908580812061 11.088627166114227 11.917632123364987 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.00046699686354730296 -0.079601915321892813 0.21418680926056632 0.0066956590165006581 -0.043204612222405403 0.053727988076729287 -0.049052638552788352 leaf_weight=2151.4812186705385 4.9066766899568943 2.8388842379662247 5.6261697666319606 24.055443535529776 2.325740719515494 3.3040808833398216 leaf_count=75316 1225 1270 692 8298 1503 1874 internal_value=0 0.000361234 0.0915584 -3.55192e-05 -0.0435682 -0.00489322 internal_weight=0 2184 8.46505 2175.54 10.5365 5.62982 internal_count=90178 85576 1962 83614 4602 3377 is_linear=0 shrinkage=0.1 Tree=1569 num_leaves=8 num_cat=0 split_feature=0 9 8 7 5 6 1 split_gain=1.80674 6.46113 5.5776 4.88259 5.25341 2.855 1.99889 threshold=8.1031199673736882 6.9044216022647227 14.895250497244401 8.5558091456917342 10.541635698141132 8.5641686243771176 7.729124636002541 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.0023785988044993547 0.017673857783143777 0.0076676747044719107 0.16677548320295893 -0.0015156729959361443 -0.046418887694609876 -0.0037644003698530121 0.10134524701610569 leaf_weight=93.868711270590325 6.649927224633073 360.31090098376399 3.3166725356313691 2.9001884321492062 37.138696403917834 551.52515960165522 4.2682722317637172 leaf_count=6333 361 27693 1820 142 6043 47498 288 internal_value=0 0.00167491 0.0779748 -0.0105479 -0.0151204 0.000756421 0.0646392 internal_weight=0 921.803 9.9666 138.176 131.007 911.836 7.16846 internal_count=90178 77372 2181 12806 12376 75191 430 is_linear=0 shrinkage=0.1 Tree=1570 num_leaves=8 num_cat=0 split_feature=3 5 4 5 1 7 4 split_gain=2.82705 6.24165 5.37986 4.23704 8.63094 8.18238 3.37766 threshold=10.482534587742423 14.235101055907755 6.2674495412130637 12.248217735387291 9.992552093685406 6.3791079635873267 16.253772611229476 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.0018645156631015112 0.081792003029820107 -0.04478395853850374 -0.047091436647260315 -0.023312989324440068 -0.03459961492999894 0.026571545241087985 0.072903599040587394 leaf_weight=662.9149717796156 2.6028093787562261 2.5441276956559085 41.855641039126922 41.789228535310059 70.949205757856021 142.74294108238129 8.3078123246010147 leaf_count=57597 73 715 10373 2267 8612 8948 1593 internal_value=0 -0.0213744 -0.0379127 0.00170807 -0.00170308 0.0152099 0.0438623 internal_weight=0 55.3104 44.4585 918.396 733.864 184.532 10.8519 internal_count=90178 12754 10446 77424 66209 11215 2308 is_linear=0 shrinkage=0.1 Tree=1571 num_leaves=5 num_cat=0 split_feature=8 2 0 5 split_gain=3.32396 4.04573 3.38553 0.366508 threshold=14.877113625005363 9.5580834386043634 11.079273120837817 11.824289399418282 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.079078064220278077 0.017984293114662413 0.0032916037914736389 -0.013193567004177266 0.07616320485866003 leaf_weight=4.3593275117824524 2.1563331524436062 483.49938019046726 166.70271289819425 6.3291921531672415 leaf_count=12091 130 71034 4734 2189 internal_value=0 -4.30173e-06 -0.000948733 0.0648334 internal_weight=0 658.688 650.202 8.48553 internal_count=90178 78087 75768 2319 is_linear=0 shrinkage=0.1 Tree=1572 num_leaves=8 num_cat=0 split_feature=8 7 6 3 8 10 2 split_gain=2.16643 8.60721 7.72174 3.83799 23.2587 4.00399 3.34268 threshold=14.934267983690573 2.5025773517038084 6.235404151573678 7.6635694120840094 14.928467349856767 6.4024571332175748 14.254292571378519 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.010107810139219563 -0.017014488490778024 0.063177205568006697 -0.024262644052551716 0.072992211798029769 0.052693232597862565 -0.00075503049422861676 0.099136679464788741 leaf_weight=164.6668007519138 3.0235782659146926 9.9457914491649699 136.9829034901677 6.3839250061864723 90.660864131525159 2495.8053401735219 8.2707315078005177 leaf_count=3230 39 124 3315 141 1049 82218 62 internal_value=0 -0.0113407 -0.0179567 0.000655854 0.0123099 -0.000537792 0.0691873 internal_weight=0 158.223 146.929 2757.52 255.328 2502.19 11.2943 internal_count=90178 3540 3439 86638 4279 82359 101 is_linear=0 shrinkage=0.1 Tree=1573 num_leaves=8 num_cat=0 split_feature=3 8 9 5 8 1 2 split_gain=2.89664 6.59951 16.7913 7.46966 5.53995 5.70411 5.67752 threshold=8.6542180326630582 14.930513278377072 7.4696347274316013 11.231007813480359 14.91978493757968 8.4383057693222039 14.971037806373451 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.00049624273916997733 0.039931128649609467 0.010729788658684262 -0.028041899572998033 -0.0056190154065366782 0.010501489734001421 -0.049945799247009953 -0.0018309414522916278 leaf_weight=656.92068679291742 8.0582424519660645 578.86006349121453 299.45554949715461 538.57465634384425 750.90493371948287 33.768999500024734 740.8786881109263 leaf_count=15221 1699 4844 10220 3829 9818 35634 8913 internal_value=0 -0.00236598 -0.00845943 0.00285211 0.00336432 -0.0321025 0.00437959 internal_weight=0 2073.81 956.376 1117.43 1533.61 41.8272 1491.78 internal_count=90178 34114 25441 8673 56064 37333 18731 is_linear=0 shrinkage=0.1 Tree=1574 num_leaves=8 num_cat=0 split_feature=8 10 0 1 0 2 10 split_gain=3.19618 10.2516 20.767 17.4006 6.54655 14.5408 10.2055 threshold=14.926867895088117 8.8919030279793851 8.2347183858967803 8.7543579803653859 9.9595101659987275 14.526255767473414 10.513696304775134 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.011805195710173279 0.0016937863952339726 0.071217260696628121 -0.0035020580595701207 -0.087674466053981839 0.047749722018790637 -0.028196914006602 0.042558192810515177 leaf_weight=213.58178486313108 2711.1229002863834 38.965270208786023 536.11388615891497 34.306460883203783 28.896952866423817 161.73542210091637 61.527810465025141 leaf_count=16877 20784 879 45319 2621 734 2546 418 internal_value=0 -0.00565974 0.00167549 -0.0226152 0.00138103 -0.0164955 0.00261562 internal_weight=0 822.967 575.079 247.888 2963.28 190.632 2772.65 internal_count=90178 65696 46198 19498 24482 3280 21202 is_linear=0 shrinkage=0.1 Tree=1575 num_leaves=8 num_cat=0 split_feature=4 8 6 6 1 8 4 split_gain=2.05796 2.88823 2.7726 2.75031 2.47676 2.4411 0.184431 threshold=18.869674688752287 14.820894537509451 13.20445072585831 8.2597240948850459 11.4059079734074 14.67823852713458 19.714399874998094 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.012232027988098236 0.057940733927733634 -0.068127210111825626 0.015386409480062872 0.0077685649429815561 0.0017776688424130591 -0.1104505836805956 0.011761429545135923 leaf_weight=93.129950744006408 2.0463989387207944 13.028390038319538 2.1230685654736865 254.22888033125076 7.8574296841371725 3.0928616101809041 2.1018373672268353 leaf_count=32382 127 2443 38 52172 901 2057 58 internal_value=0 -0.0279241 0.00120867 0.00238651 -0.0429488 -0.0649953 0.041372 internal_weight=0 25.0341 352.575 347.359 20.8858 5.21593 4.14824 internal_count=90178 3529 86649 84554 3344 2095 185 is_linear=0 shrinkage=0.1 Tree=1576 num_leaves=8 num_cat=0 split_feature=2 6 3 4 1 3 7 split_gain=2.27295 3.05167 3.10222 1.93895 2.65713 1.72652 1.31375 threshold=12.562335490553524 4.9317471713750249 6.7046708222886204 13.10124960655701 9.1097524012947311 7.4644649240909082 1.9097346632798751 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.041764211142269192 0.0060272507424476316 0.062305576331667924 0.000449466552051085 0.0046554066781478434 0.050882421674092709 -0.077125665513767039 -0.078862628422233849 leaf_weight=5.6644973571573605 2.2940790223402683 7.1363955658443947 2322.7585244412558 3.3449837674256733 4.7816021016849675 8.8944010013899781 5.9063189340080271 leaf_count=421 231 483 80895 158 322 7288 380 internal_value=0 0.000438887 0.000665579 -0.0306956 0.00138427 -0.0561117 -0.0570406 internal_weight=0 2338.1 2329.89 22.6855 10.4461 12.2394 8.2004 internal_count=90178 81989 81378 8189 743 7446 611 is_linear=0 shrinkage=0.1 Tree=1577 num_leaves=8 num_cat=0 split_feature=5 0 5 9 3 9 2 split_gain=2.22314 8.91953 10.333 7.70798 7.40263 7.97857 6.1813 threshold=11.303529342714477 8.131118470552396 11.9920242837737 6.9044216022647227 8.7189419634524477 7.6529449269498793 14.946454577175578 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0011005729576589541 0.059034686340786707 -0.062194489444372197 -0.051261415622318875 0.0028421043358898678 -0.03621084722839301 0.034421910785579893 -0.0038232528817758837 leaf_weight=1045.0560793889861 50.226376304384473 17.667153459774227 9.3793070615413949 765.9659006297004 106.03645136076463 66.298066092201225 131.70404220634626 leaf_count=19254 1156 534 242 44924 7195 4366 12507 internal_value=0 0.00415863 0.0411195 0.00129845 -0.00238352 0.00104757 -0.0183599 internal_weight=0 843.239 59.6057 783.633 1349.09 1111.35 237.74 internal_count=90178 46856 1398 45458 43322 23620 19702 is_linear=0 shrinkage=0.1 Tree=1578 num_leaves=8 num_cat=0 split_feature=4 10 2 10 4 4 3 split_gain=1.69984 3.88868 2.8274 2.70661 8.466 2.83596 1.74507 threshold=20.959836909431807 13.968651880388778 13.993693819077535 13.511210863355318 7.7417514024564502 19.714399874998094 12.451253279435303 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.00046070911314490974 -0.0039048608672960293 -0.10916576415824381 0.05359455678325975 -0.087809928981174568 0.072877970225123295 -0.028677869768799869 0.001751125855338065 leaf_weight=965.58111080079084 13.635653148346135 2.0570128745648608 21.373396269206182 3.3291482673448654 13.453251155098313 35.984081005451458 2.5885003299808886 leaf_count=87819 223 30 433 27 619 1008 19 internal_value=0 0.0200348 0.0317126 -0.00081695 0.0378566 -0.00150208 -0.0579996 internal_weight=0 39.6546 35.009 1018.35 16.7824 1001.57 4.64551 internal_count=90178 705 656 89473 646 88827 49 is_linear=0 shrinkage=0.1 Tree=1579 num_leaves=8 num_cat=0 split_feature=8 8 8 8 8 2 10 split_gain=3.02557 11.3671 5.26329 25.5322 16.2765 3.83644 1.69506 threshold=14.582376352430854 14.582277153272187 14.820894537509451 14.792226499180844 14.834612849217498 15.430117040925953 7.3971582990704734 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=0.0085427723283738096 0.0035235175699996021 -0.0016696898888282755 0.058543839413709289 -0.093003306710208802 -0.0015752342271445072 -0.056412510865070653 0.090607732816938555 leaf_weight=44.16795548463142 124.55742938652793 2.1795495040714767 47.173083841806147 34.107441637896045 690.33663667068026 10.392496006829331 18.308097134286072 leaf_count=2040 3905 13 710 1065 81282 821 342 internal_value=0 0.0195578 -0.00121658 -0.0176789 0.00234421 -0.00462235 0.0811701 internal_weight=0 75.0481 896.175 158.665 737.51 54.5605 20.4876 internal_count=90178 3216 86962 4970 81992 2861 355 is_linear=0 shrinkage=0.1 Tree=1580 num_leaves=7 num_cat=0 split_feature=4 4 10 0 2 10 split_gain=3.26504 3.68075 11.9554 7.54278 1.49838 1.21804 threshold=11.208036567932256 16.841379823687735 9.8556862458723717 11.883054026862572 14.606754288823483 11.551706501410372 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.093624635481668494 0.010414630719597216 -0.066195782850814136 -0.001096351537278911 -0.046170607839386972 -0.049058479052418315 0.034663344129138074 leaf_weight=4.320578632047086 350.62819063573693 30.838763315687316 247.85786809405644 24.264582308383865 3.0449928705355234 2.1277293876613612 leaf_count=2381 64228 9001 11119 1147 2228 74 internal_value=0 0.000175941 -0.00851075 0.00663912 -0.0560511 -0.0145841 internal_weight=0 653.589 278.697 374.893 9.4933 5.17272 internal_count=90178 85495 20120 65375 4683 2302 is_linear=0 shrinkage=0.1 Tree=1581 num_leaves=8 num_cat=0 split_feature=1 10 6 9 9 0 10 split_gain=2.16352 12.0148 8.30306 6.73998 5.05539 11.338 10.0853 threshold=10.461706773639341 10.378898444679702 8.0527356922994837 9.4241555777066477 8.5964758210226879 9.5888525502230859 9.0056460645032477 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0010276055444802853 -0.0079953636555165682 0.023606576636132439 0.11725206837979461 -0.0045387981552321268 0.04545254751329332 0.032887911374232533 -0.015573843616665618 leaf_weight=1913.1460142501282 7.7768076185457202 111.84520375172906 14.800372820271148 344.96109114311548 28.139790163146245 102.92028358268408 389.19865837609268 leaf_count=53392 126 1735 562 14600 809 2694 16260 internal_value=0 0.00598708 0.0756008 0.00238887 -0.00135626 0.00071923 -0.0113602 internal_weight=0 479.383 22.5772 456.806 2433.4 2016.07 417.338 internal_count=90178 17023 688 16335 73155 56086 17069 is_linear=0 shrinkage=0.1 Tree=1582 num_leaves=6 num_cat=0 split_feature=5 6 3 0 4 split_gain=2.8686 3.11922 7.25433 5.28765 2.68512 threshold=8.5716343871812661 9.3173683923343713 7.2820048901685555 9.7559116383752684 11.208036567932256 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.019353621541855423 -0.023071882060951364 -0.014094897871738114 0.0022516593478747694 0.0063738688747600669 0.1050401676396541 leaf_weight=2.2597388969119256 116.66857485629043 357.38461919929944 2928.6038888853682 194.07736740526605 3.9297660096705158 leaf_count=196 1747 10976 55568 21520 171 internal_value=0 2.04677e-05 0.00127422 -0.00689278 0.0632499 internal_weight=0 3596.73 3045.27 551.462 6.1895 internal_count=90178 89811 57315 32496 367 is_linear=0 shrinkage=0.1 Tree=1583 num_leaves=8 num_cat=0 split_feature=7 10 1 1 4 8 1 split_gain=3.27647 8.84126 21.1198 10.5426 6.47022 7.51999 7.31289 threshold=5.9543022019664429 8.389935938089641 8.2658194265739677 8.5588776394070809 15.788320034641346 14.930030112180424 8.1277545823432664 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.015734473713198884 -0.0068998494684277285 0.022341834164625068 -0.086199686186441166 -0.0025480947372736183 0.031627748591275984 -0.00069040505587045285 -0.014413586440124086 leaf_weight=540.57852648616881 189.95693089711148 185.62905339940403 39.855016214167165 1929.5203263516589 38.333540359818471 574.21502029435942 282.05304354579721 leaf_count=14343 5532 3298 1253 55720 767 4787 4478 internal_value=0 -0.0023823 -0.0209663 -0.000354187 0.00368237 0.00728121 -0.00882357 internal_weight=0 2344.96 229.812 2115.15 1435.18 1114.79 320.387 internal_count=90178 65803 6785 59018 24375 19130 5245 is_linear=0 shrinkage=0.1 Tree=1584 num_leaves=8 num_cat=0 split_feature=5 1 8 3 0 5 0 split_gain=2.05828 4.15938 7.5992 4.1089 3.56828 4.16363 4.12795 threshold=10.477702060372833 10.20713944694193 14.87965296985381 8.1075278126450012 8.9323512592157694 9.8114929568947904 10.642870333888316 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0098553152025152649 0.0020701069496530753 0.11471533020824282 -0.053303581344589568 0.0022335093524167957 0.029955168152600482 -0.047177347817852898 -0.036001799508230764 leaf_weight=34.403393853144763 57.564132073632869 2.3281795611208045 42.425794376262097 136.44158333649938 74.093393949623078 19.139664002604832 10.002706568783649 leaf_count=2498 3758 415 51389 18274 6391 6882 571 internal_value=0 -0.00627606 -0.0217201 0.00492789 0.00903131 -0.0110229 0.0217791 internal_weight=0 238.76 99.9899 138.77 137.639 53.5431 84.0961 internal_count=90178 73836 55147 18689 16342 9380 6962 is_linear=0 shrinkage=0.1 Tree=1585 num_leaves=5 num_cat=0 split_feature=8 8 9 7 split_gain=2.21461 2.44628 8.43438 6.73441 threshold=14.92908783461008 14.897632360894949 7.0574361566189596 5.8130593955156682 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0063629028386180857 -0.069622077226240073 -0.010327607330725927 -0.0094372619617549541 0.0087820716618256783 leaf_weight=601.67929722499684 3.5467582895325895 244.51419783854908 768.00801368733573 740.72917880752948 leaf_count=4751 20577 6616 33255 24979 internal_value=0 0.000235917 -0.00249695 0.00403384 internal_weight=0 2354.93 1369.69 985.243 internal_count=90178 69601 38006 31595 is_linear=0 shrinkage=0.1 Tree=1586 num_leaves=8 num_cat=0 split_feature=8 8 9 1 5 1 3 split_gain=2.21387 5.27738 6.74008 6.1707 5.06086 7.93552 7.91538 threshold=14.897632360894949 14.896876159177149 7.5301607121555358 8.5085129083833326 12.40401907118533 8.5718636575417051 9.1773557966542523 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0052115360078913943 -0.0025503427762934962 0.034278932451079401 0.011070197113765501 -0.0054258084739875617 -0.10214298253747917 0.027549761809518236 -0.033673955029814094 leaf_weight=746.69458824232424 721.39790830432059 103.22874538972974 384.25838275426145 62.293193014760618 4.0467427158898479 77.311518394050637 91.183255816874066 leaf_count=8073 30862 592 28868 473 209 13294 7807 internal_value=0 0.00277283 0.000325322 0.0193934 -0.0036925 0.019937 -0.00607996 internal_weight=0 1296.47 1130.95 165.522 893.939 81.3583 812.581 internal_count=90178 38006 36941 1065 52172 13503 38669 is_linear=0 shrinkage=0.1 Tree=1587 num_leaves=8 num_cat=0 split_feature=8 5 9 5 8 9 0 split_gain=1.76489 8.45101 7.07902 5.41436 10.5689 6.66681 4.21765 threshold=14.894551491458904 10.985875223397763 8.6373534657996291 11.17956735095475 14.883632987558505 9.1977073685425825 8.5080376548224077 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.017602004928206669 -0.016477237422575421 -0.034152393454379183 -0.081692034607945274 -0.017054351806512848 0.026354459752978832 0.0089634212464495214 0.0074514203947548888 leaf_weight=75.318640994051975 88.046366829061824 25.857679697761455 19.770272035850709 201.13255095868863 193.36935284483479 191.17914419358567 262.64766464642844 leaf_count=9740 16410 7268 2650 14880 5684 3797 29749 internal_value=0 -0.00532744 -0.0290765 0.00310345 0.014013 -0.00438496 0.00361753 internal_weight=0 396.322 107.817 661 268.688 392.312 288.505 internal_count=90178 56077 19060 34101 15424 18677 37017 is_linear=0 shrinkage=0.1 Tree=1588 num_leaves=5 num_cat=0 split_feature=8 4 5 8 split_gain=2.78046 2.65842 5.53524 4.39549 threshold=14.891696904234349 16.913760297453241 13.635837220905737 14.889955778994116 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00057398987269724759 -0.072015514044972209 -0.015055694569999693 0.038268001777072291 0.017457979917245587 leaf_weight=589.51600181087372 4.2628269210642875 179.72607535785119 20.855298163294719 174.38202667640962 leaf_count=12808 57852 5924 213 13381 internal_value=0 0.00086824 -0.00934907 0.00355978 internal_weight=0 964.479 200.581 763.898 internal_count=90178 32326 6137 26189 is_linear=0 shrinkage=0.1 Tree=1589 num_leaves=5 num_cat=0 split_feature=9 0 9 10 split_gain=3.19474 5.48321 6.86562 5.81001 threshold=7.5672260585974813 8.6755927649809568 8.3142207502490759 9.3728657674937779 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.074281075731527313 0.088997187983874293 -0.039698528761962032 0.0010220193309220247 -0.018426090503936853 leaf_weight=4.8667676036941421 12.628671953112645 43.510453189332907 592.86649296960331 7.5161995703416542 leaf_count=31266 1900 17155 39156 701 internal_value=0 -0.000158266 -0.00182005 0.0499409 internal_weight=0 656.522 636.377 20.1449 internal_count=90178 58912 56311 2601 is_linear=0 shrinkage=0.1 Tree=1590 num_leaves=8 num_cat=0 split_feature=8 5 9 10 2 5 9 split_gain=2.21906 7.28853 8.58489 7.62752 2.91862 6.11594 5.04268 threshold=14.932333816366073 11.364831151402891 8.3818284408230266 9.5236183516772375 14.849298063335128 10.965351045648598 7.0974436530465734 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0042653654330948648 0.0046469995135542778 -0.035397585039997452 0.0035892205697883478 0.095944514693349373 0.014728707882042794 0.0085720601028541933 -0.0058203611729496776 leaf_weight=608.18478313034393 42.863887948408774 115.3119561340427 109.47235109715257 10.674358950447639 135.82814207976298 949.12596028232383 939.14660817766571 leaf_count=15493 2627 3483 1409 988 4289 27682 34207 internal_value=0 -0.0085805 -0.0164788 0.0242752 0.000793476 0.00355907 -0.00321261 internal_weight=0 278.323 224.784 53.5382 2632.29 1557.31 1074.97 internal_count=90178 8507 4892 3615 81671 43175 38496 is_linear=0 shrinkage=0.1 Tree=1591 num_leaves=8 num_cat=0 split_feature=8 3 6 10 2 4 2 split_gain=2.94445 4.29687 7.71202 5.32361 3.18137 3.61034 3.09717 threshold=14.936789616334687 7.0970597227589947 9.9882884293763876 7.0247843423256073 15.886043662583313 17.604863758241617 13.468550727759018 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.037345171554372739 -0.030704904345345438 0.047128479115562255 0.073628165054714048 -0.00026575584450405984 -0.057131917324205354 0.032649741737901208 0.02782886316930494 leaf_weight=58.045856138950398 9.186995323514564 22.866872389663968 6.0722366983160319 3396.5987593413861 10.659450081162506 6.4435132257785872 92.184919641556917 leaf_count=1083 74 713 115 86851 220 76 1046 internal_value=0 -0.000419701 -0.0258663 6.48677e-05 0.0155459 -0.0233718 0.022276 internal_weight=0 3483.58 64.1181 3419.47 118.475 17.103 101.372 internal_count=90178 88762 1198 87564 1416 296 1120 is_linear=0 shrinkage=0.1 Tree=1592 num_leaves=8 num_cat=0 split_feature=8 9 3 0 0 10 10 split_gain=3.21625 10.3398 40.0014 15.2393 5.44714 8.86836 7.50304 threshold=14.926867895088117 8.1013735160171425 8.2861796624838977 9.1465554744601452 9.8690518544799009 10.257422321821119 10.035832483882487 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0095039968939564512 0.0012739328091210269 0.085841414754201595 -0.0084698026946180057 -0.079789976005036886 -0.039581172310990453 0.0015322229997112595 0.021822226720390532 leaf_weight=499.04047169305932 2544.163512942102 54.628897449206335 234.0526515566373 31.920419208441444 81.456200021025325 144.05635704578253 190.05730960089295 leaf_count=25686 19593 1953 35290 2767 1003 2597 1289 internal_value=0 -0.00559889 0.00961198 -0.0138715 0.00147606 -0.0134273 0.00270971 internal_weight=0 819.642 288.682 530.961 2959.73 225.513 2734.22 internal_count=90178 65696 37243 28453 24482 3600 20882 is_linear=0 shrinkage=0.1 Tree=1593 num_leaves=5 num_cat=0 split_feature=7 8 6 2 split_gain=1.95938 2.14429 3.04167 0.301702 threshold=13.756190998553555 14.937791608657685 13.20445072585831 15.419475342953215 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00026737599736284399 -0.069154871596002962 0.016465784067826637 -0.065513628060004589 0.073714184203104327 leaf_weight=359.84279553385227 3.1450599370002115 2.0874646970343056 6.1691953824852694 3.2775961443844608 leaf_count=86261 696 491 2184 546 internal_value=0 -1.89116e-05 -0.00101686 0.0575261 internal_weight=0 371.377 366.012 5.36506 internal_count=90178 89482 88445 1037 is_linear=0 shrinkage=0.1 Tree=1594 num_leaves=5 num_cat=0 split_feature=1 9 10 1 split_gain=2.17121 2.20666 6.4976 5.36237 threshold=6.3193560299700344 6.4104671060968021 8.2512384074382776 7.6952505416976464 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.062097777725562624 0.014658336145089152 -0.018876847044828893 -0.05144392205928916 0.00060911333036973428 leaf_weight=4.6082987471818333 200.4363950364517 151.05151547649757 15.081171751092027 1982.8386775717213 leaf_count=380 2942 2597 719 83540 internal_value=0 0.000197231 0.0098165 -0.000778434 internal_weight=0 2349.41 215.518 2133.89 internal_count=90178 89798 3661 86137 is_linear=0 shrinkage=0.1 Tree=1595 num_leaves=6 num_cat=0 split_feature=6 1 9 1 2 split_gain=2.14002 2.87859 8.28443 1.24172 0.56916 threshold=13.809415562131212 12.023415536735598 11.106252811926138 11.77202577662645 13.199148456059392 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -3 right_child=3 4 -4 -5 -6 leaf_value=0.00023026013094756224 -0.088972292960399615 -0.013269287797003574 0.098541684537223326 0.0042462774319650502 -0.076832936317474856 leaf_weight=2169.6052318065913 3.2362507359320309 2.5267119852509827 7.6054785591190912 2.0241937829729011 4.652148722095319 leaf_count=83845 501 1766 1843 915 1308 internal_value=0 0.000396604 0.000618766 -0.0581536 -0.0588185 internal_weight=0 2184.39 2177.21 5.26044 7.17886 internal_count=90178 88762 85688 1416 3074 is_linear=0 shrinkage=0.1 Tree=1596 num_leaves=8 num_cat=0 split_feature=1 3 5 5 3 8 8 split_gain=1.69897 6.03392 6.87591 5.81457 5.67172 26.1783 14.3748 threshold=8.8388619604968621 9.1888042131630279 10.541635698141132 12.052182822932386 8.8912667640180576 14.890447899238922 14.898934405764823 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.00383206966331388 -0.032215427829286332 0.01573237227095443 -0.030393989140893279 0.14565479975816417 0.0048119611185149097 0.039925578636492889 -0.035106908928906208 leaf_weight=130.68576002966077 74.768882168631905 15.937661062210852 105.26741063024323 3.5070220876666545 464.11203666631673 149.07225992092057 110.92235763440135 leaf_count=9520 4428 1330 17962 323 19682 14496 22437 internal_value=0 -0.0070294 -0.0115013 0.0451432 0.00232492 0.0157925 -0.00293584 internal_weight=0 255.398 235.953 19.4447 798.876 223.841 575.034 internal_count=90178 29135 27482 1653 61043 18924 42119 is_linear=0 shrinkage=0.1 Tree=1597 num_leaves=6 num_cat=0 split_feature=2 8 8 8 4 split_gain=2.74328 2.69152 9.04639 4.84579 0.29627 threshold=11.682578314229954 14.582376352430854 14.582277153272187 14.771689466117605 12.794634830466943 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.016005036975574323 -0.0022030340103274754 -0.023747960056940118 0.07652843630563641 0.0017452555351295833 -0.067452192693800858 leaf_weight=2.2921335242081282 53.25791084694481 81.165422838162158 19.075330603693146 804.77517465285405 5.355768106099827 leaf_count=388 2700 3175 354 77890 5671 internal_value=0 0.000908838 0.01932 -0.000614447 -0.0556668 internal_weight=0 958.274 72.3332 885.941 7.6479 internal_count=90178 84119 3054 81065 6059 is_linear=0 shrinkage=0.1 Tree=1598 num_leaves=6 num_cat=0 split_feature=3 0 9 9 0 split_gain=3.05865 3.83852 9.03586 6.38233 1.34056 threshold=8.1075278126450012 9.3566912435029881 8.856342864875355 8.2631480668290695 10.006136745501419 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.080539639316126024 -0.010316572485566486 -0.035309420694297544 0.0019100946692352213 0.038885169615772451 0.0017619368551532535 leaf_weight=5.8246424242464325 46.12334238212668 74.689332363470839 471.28395368132601 59.498162751233508 2.7281662796794137 leaf_count=13034 35449 9584 27974 3647 490 internal_value=0 0.000146937 -0.00323679 0.0175043 -0.0568509 internal_weight=0 651.595 545.973 105.622 8.55281 internal_count=90178 76654 37558 39096 13524 is_linear=0 shrinkage=0.1 Tree=1599 num_leaves=8 num_cat=0 split_feature=1 9 8 6 2 9 8 split_gain=2.11211 8.40914 6.42262 4.4945 5.18024 4.87612 3.98342 threshold=10.741487922324916 10.135604993590897 14.927628583228445 11.792566147284171 12.970039582877137 9.2711859953833962 14.849259031560523 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.017626940429124473 0.041575144195772171 -0.055488297204617648 -0.0015800988079567872 0.050482680559158256 -0.0029972396954348751 -0.004566604890474015 -0.0017258637047647182 leaf_weight=127.4864877511427 91.187960064108665 13.72972660671803 54.98366818235445 33.469572102550956 2337.4793111631725 29.890878636631896 215.34643058588154 leaf_count=3560 2832 1034 572 372 71721 1407 8680 internal_value=0 0.0067869 0.0254415 -0.00124346 -0.00192385 0.0248452 -0.00517529 internal_weight=0 375.248 146.172 2528.33 2464.97 63.3605 229.076 internal_count=90178 13118 3404 77060 75281 1779 9714 is_linear=0 shrinkage=0.1 Tree=1600 num_leaves=7 num_cat=0 split_feature=5 3 8 6 10 6 split_gain=2.85638 8.12915 6.40963 4.91009 4.51096 4.21125 threshold=9.7768630457487724 9.2933265684145319 14.928054595819104 4.9317471713750249 8.2315749267769256 11.792566147284171 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=-0.01706350469869871 -0.087407054978546117 -0.11896346303069666 0.03157014985394388 0.00030323316585517766 -0.00080363630443915318 -0.030774361445984829 leaf_weight=36.473343988313417 11.40270047241893 3.4584920609964049 98.774509202106856 3394.0878262271631 11.713492892040902 43.170260224885169 leaf_count=1947 207 1196 774 78682 398 6974 internal_value=0 0.0141731 0.0184258 -0.000411429 -0.0453762 -9.59231e-05 internal_weight=0 138.706 135.248 3460.37 23.1162 3437.26 internal_count=90178 3917 2721 86261 605 85656 is_linear=0 shrinkage=0.1 Tree=1601 num_leaves=8 num_cat=0 split_feature=0 9 9 8 8 8 8 split_gain=3.23561 14.5427 8.48027 12.1941 8.69482 7.32932 5.3882 threshold=8.9213384134852038 7.802479439624201 7.5045777102697881 14.927853812706594 14.929221475802182 14.932038140668062 14.928789002129244 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.016705422470613591 -0.047768098314343158 0.0080763143551374483 0.029321831439207836 0.0034128631388471407 0.0033993474637980161 -0.0075832602360334849 -0.0050316594969391443 leaf_weight=389.07296718097041 101.63915675468297 508.21657711425041 205.45778423906859 1322.5853071882157 347.4645847408101 82.162672638514778 815.32583303985712 leaf_count=17591 2882 41908 6425 11109 2531 723 7009 internal_value=0 -0.00366521 0.0023125 -0.00116726 0.0130673 -0.029943 3.86512e-06 internal_weight=0 1507.34 2264.58 1711.66 552.922 183.802 1323.54 internal_count=90178 52522 37656 28700 8956 3605 48917 is_linear=0 shrinkage=0.1 Tree=1602 num_leaves=5 num_cat=0 split_feature=9 8 1 0 split_gain=1.94702 2.45008 5.35815 2.30779 threshold=5.9991806917619623 14.390433651313669 8.7228285616283561 6.894722906152567 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.07572380046181687 -0.065018435830628593 -0.044095526521257207 0.00075488693621437498 0.02408013507228654 leaf_weight=2.4272954359641963 2.1282911164456086 28.336227133886609 289.14204483814837 51.993534084827843 leaf_count=1091 15 23813 63916 1343 internal_value=0 -5.03778e-06 -0.00337408 0.0194604 internal_weight=0 371.6 317.478 54.1218 internal_count=90178 89087 87729 1358 is_linear=0 shrinkage=0.1 Tree=1603 num_leaves=7 num_cat=0 split_feature=5 10 0 4 2 6 split_gain=2.16556 2.69699 5.51835 2.86393 2.50429 2.32169 threshold=9.5797670646115094 7.327044472037362 7.9340086892421535 14.892706599401937 9.5580834386043634 11.0024290428883 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.087131380660940796 -0.075444254281972503 0.030981899749159117 -0.081402144518635255 0.016577187043503236 0.00011206562269609645 0.021765168389637352 leaf_weight=8.9588350317658314 3.3404913406689039 14.103061800289654 5.1480270121627418 3.2479600108669038 2267.7127713195273 49.623844660160103 leaf_count=484 2381 445 1498 70 75880 9420 internal_value=0 -0.0255669 -0.00160688 -0.060371 0.000443049 0.000584937 internal_weight=0 31.4579 19.2511 12.2068 2320.68 2317.34 internal_count=90178 2497 1943 554 87681 85300 is_linear=0 shrinkage=0.1 Tree=1604 num_leaves=8 num_cat=0 split_feature=7 5 1 1 4 5 10 split_gain=2.22434 2.2629 8.56134 6.1531 0.902777 0.522395 0.061734 threshold=11.815202653263983 11.748821011074428 7.9407601925357643 8.6202165062344545 17.123788765926573 12.33327017094909 9.3532761994643625 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0027375698726501674 -0.031888852965362272 -0.059214487368898221 0.0094011331199243039 -0.010289515021789215 -0.029734068649027424 0.024577278365353599 -0.077598376297448729 leaf_weight=1192.0214425463387 2.6655051400445053 17.962532005270589 447.66844198957477 519.89669914475166 2.3007654594132418 2.0126849265603042 3.6996407412348891 leaf_count=20448 458 289 28791 36822 91 1587 1692 internal_value=0 0.000459636 0.00663294 -0.00122236 -0.0432993 -0.00754557 -0.0661147 internal_weight=0 2177.55 465.631 1711.92 10.6786 4.67819 6.00041 internal_count=90178 86350 29080 57270 3828 2045 1783 is_linear=0 shrinkage=0.1 Tree=1605 num_leaves=8 num_cat=0 split_feature=2 1 7 8 0 9 4 split_gain=1.69366 4.43914 4.42212 3.20557 2.50364 4.84069 4.80232 threshold=15.72885588723968 10.657597402609927 5.5385308218452254 14.886609811404641 9.3933457523545609 8.4156919427860739 12.624535423287986 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.015240167100323006 0.01619168562025752 -0.031033151713359533 -0.06170875450396849 0.033238436122627828 0.037336720978131954 0.0031262289445152338 -0.0086329114974543625 leaf_weight=105.48117583570939 9.7068735873046332 10.929964664986075 24.497224206791948 21.447313234239456 44.77834544396336 431.40611384452814 403.36023296628514 leaf_count=7539 1381 1024 7606 1688 3069 26031 41840 internal_value=0 -0.0151543 -0.0397692 0.0112618 0.00120991 0.00641474 -0.00366391 internal_weight=0 66.5814 34.2041 32.3773 985.026 476.184 508.841 internal_count=90178 11699 8987 2712 78479 29100 49379 is_linear=0 shrinkage=0.1 Tree=1606 num_leaves=8 num_cat=0 split_feature=3 1 2 0 0 8 9 split_gain=2.61182 4.47902 3.96953 3.41971 4.14105 1.75325 0.324243 threshold=8.2127153782974904 7.3554379042511835 14.067724787576395 10.089049489800589 8.2218676481357171 14.88524577860194 6.6900083761563112 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0025308309873991785 -0.026192650595964845 -0.016761919594739213 0.0018374229088726772 -0.10221831246709008 0.025795619684473404 0.00106329067974135 -0.09286870943894035 leaf_weight=98.099006531300461 2.0136918978955967 140.54720697788889 605.28894004159827 3.0106381590594529 107.5194275389814 2.7503535785981512 4.6154296452596952 leaf_count=8509 155 15674 57414 48 7706 456 216 internal_value=0 -0.0024673 -0.00168523 0.0100883 0.0123344 -0.0600464 -0.0787029 internal_weight=0 752.465 745.836 211.379 205.618 5.76099 6.62912 internal_count=90178 73459 73088 16719 16215 504 371 is_linear=0 shrinkage=0.1 Tree=1607 num_leaves=8 num_cat=0 split_feature=4 3 6 5 3 2 1 split_gain=3.21976 5.70904 4.32708 3.57897 4.82383 2.07417 1.931 threshold=19.992260924989491 11.698354227018397 11.353675371894367 15.380672092647268 10.743367559408187 16.451576983438169 10.605334416827038 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0030376747330110535 -0.0080155920366061055 -0.084465968625901847 0.048385570509854342 -0.060958042861020925 0.016889504405022841 0.029201100602384147 -0.072860047012333159 leaf_weight=438.18935595751879 6.4324211834381826 2.1104902874451446 11.22333178312965 12.665247035624359 166.95653829576105 2.5030941135810272 17.797414027223283 leaf_count=79215 704 84 154 233 9274 45 469 internal_value=0 -0.028536 0.0229319 0.00124233 0.00247892 -0.045194 -0.0566455 internal_weight=0 37.5637 13.3338 620.314 605.146 15.1683 24.2298 internal_count=90178 1411 238 88767 88489 278 1173 is_linear=0 shrinkage=0.1 Tree=1608 num_leaves=8 num_cat=0 split_feature=8 2 4 5 4 6 7 split_gain=2.09331 4.07249 6.19626 3.88599 3.17156 8.249 5.78782 threshold=14.582376352430854 10.3079873475185 13.539372166979762 12.851891156868666 13.314555663435245 8.0527356922994837 2.5025773517038084 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.018762531421091314 -0.0028886955226275139 -0.058238809895057288 0.11114502580890032 0.049948405992771713 0.031462869065070335 0.02229608716322757 -0.0022974895851209428 leaf_weight=13.006722846999766 333.11724946175764 24.305349128884249 4.0034267157316199 3.0431962806178481 50.950287306342943 212.14398763148483 2259.2552041254808 leaf_count=90 7748 2971 25 130 768 5813 72633 internal_value=0 -0.0215724 0.0162855 -0.044863 8.00661e-05 0.00693279 -0.00153963 internal_weight=0 44.3587 17.0101 27.3485 2855.47 545.261 2310.21 internal_count=90178 3216 115 3101 86962 13561 73401 is_linear=0 shrinkage=0.1 Tree=1609 num_leaves=8 num_cat=0 split_feature=6 1 10 5 4 10 3 split_gain=2.83622 6.85804 7.94769 7.59475 5.86974 7.89479 6.41922 threshold=7.4136118912394009 8.8709870479635757 8.9546481761493002 12.682243822926011 12.238882002674986 8.3418608942738626 8.3446942530852777 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00096779145532536386 -0.0066329924106349782 0.02118957159109856 -0.057552071357571503 -0.032051641202143814 0.012706463453225642 -0.0049980420599626567 0.033398459930868256 leaf_weight=675.24170546597827 68.465836562369049 299.27225365567881 23.03291763249058 28.532754337922825 284.79953875121464 2122.3416063960717 94.583165407357711 leaf_count=10259 1417 4505 263 457 6041 64011 3225 internal_value=0 0.0045638 -0.00104206 0.016472 -0.00165273 -0.00289894 0.0166509 internal_weight=0 1026.08 698.275 327.805 2570.19 2407.14 163.049 internal_count=90178 15484 10522 4962 74694 70052 4642 is_linear=0 shrinkage=0.1 Tree=1610 num_leaves=8 num_cat=0 split_feature=0 9 1 10 1 1 5 split_gain=3.05593 11.6962 9.76976 7.37433 31.1742 14.8354 6.25244 threshold=8.6439846803498188 7.5672260585974813 7.8846647951512177 8.6687854453460513 8.5841561995167392 8.7228285616283561 10.132047387665002 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.0018878143818482245 0.15261011793046267 -0.065711838506495215 -0.02462665388771058 0.033645722825993651 -0.070852454091463193 0.002328776199638428 0.00072741744401304297 leaf_weight=827.62598173439142 2.1648183684150117 13.278349879815776 255.48887009247858 197.68691779452547 62.429839285085563 634.49429673695636 1774.8536864576813 leaf_count=16629 177 4072 4478 2292 1175 8685 52670 internal_value=0 -0.00267734 -0.0225532 0.0030379 -0.00328809 0.00979966 0.000197599 internal_weight=0 2045.79 257.654 1722.24 890.056 832.181 1788.13 internal_count=90178 61397 4655 28781 17804 10977 56742 is_linear=0 shrinkage=0.1 Tree=1611 num_leaves=8 num_cat=0 split_feature=10 5 1 8 3 2 4 split_gain=1.90036 3.06573 2.88067 2.65913 1.2787 1.06739 0.15155 threshold=12.285978664902375 12.922214371491485 10.078573974444302 14.67823852713458 11.088627166114227 13.685330519301173 15.748348505812528 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0066330072906854824 -0.023741535041705668 -0.023221889309810589 0.01142995209467447 -0.1003042032860376 -0.022711781233772856 0.057994678240435416 -0.074463160141754345 leaf_weight=185.92268106935137 2.1763259722502246 2.0270973902421323 166.36447513382609 4.236639678704476 4.8634308832854742 2.4831891970679862 4.2984359606861204 leaf_count=64331 24 3041 13153 628 2456 78 6467 internal_value=0 0.000579165 0.00190527 -0.0360329 -0.0651902 0.0223686 -0.0634538 internal_weight=0 358.613 352.287 13.7596 9.10007 4.65952 6.32553 internal_count=90178 86992 77484 3186 3084 102 9508 is_linear=0 shrinkage=0.1 Tree=1612 num_leaves=5 num_cat=0 split_feature=8 6 9 6 split_gain=2.04177 2.03983 7.41918 4.37409 threshold=14.92908783461008 8.0213340512632438 6.7071234209401807 8.0527356922994837 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.007672455560578214 -0.068580883300351711 0.044307331311298402 -0.0098807842584181672 0.0020077251978136202 leaf_weight=389.82690576359084 3.3207627865813256 23.916906021515388 626.45652455727111 1306.1064812354834 leaf_count=4479 20577 489 14471 50162 internal_value=0 0.000224577 -0.00314677 0.00280109 internal_weight=0 2346.31 1016.28 1330.02 internal_count=90178 69601 18950 50651 is_linear=0 shrinkage=0.1 Tree=1613 num_leaves=8 num_cat=0 split_feature=4 8 2 4 2 2 9 split_gain=2.12666 4.00549 4.98128 3.26861 4.52705 2.94973 1.83208 threshold=18.665636714938604 14.834612849217498 13.421484039872562 18.427082985188424 14.615615822757855 14.113963094882388 8.1013735160171425 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0096091281262972172 0.099034503062134877 0.071176277340956232 -0.037522865776376438 0.09661304666140047 0.00021415753327126946 0.0017531416171577014 -0.0036562705104121007 leaf_weight=259.63503677149151 2.8615537360309622 3.7079648605523223 46.331989245151824 7.4463505999074568 11.521002194798674 1851.1455000011863 3.0334926746127167 leaf_count=19844 22 870 3086 527 532 65040 257 internal_value=0 -0.0188506 -0.0282315 0.000732751 0.0410024 0.000351645 0.0533252 internal_weight=0 55.935 50.04 2129.75 18.9674 2110.78 5.89505 internal_count=90178 4235 3956 85943 1059 84884 279 is_linear=0 shrinkage=0.1 Tree=1614 num_leaves=5 num_cat=0 split_feature=8 1 10 5 split_gain=1.68523 1.65037 5.16081 3.19465 threshold=14.927853812706594 7.9129872446412799 7.8040919013243384 9.6383445967260339 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.013301776981509453 -0.066264769119354111 0.11803705250094286 0.001083546548450627 -0.027300928540058552 leaf_weight=29.179324151271203 2.8089126117117749 2.7880815542085875 960.56484453776477 53.950080968711063 leaf_count=681 23062 112 61655 4668 internal_value=0 0.000372593 0.00154408 -0.0130602 internal_weight=0 1046.48 963.353 83.1294 internal_count=90178 67116 61767 5349 is_linear=0 shrinkage=0.1 Tree=1615 num_leaves=5 num_cat=0 split_feature=8 10 8 8 split_gain=2.54882 2.53834 2.9513 0.0167666 threshold=14.891696904234349 6.4024571332175748 14.601153418519075 14.81036057168097 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.077273881443803816 -0.071062697314480575 0.0171399632848445 -0.00087373653010212383 -0.029379946121957292 leaf_weight=2.7347378462546876 3.9821462777001662 100.80465647043889 852.3954518204705 2.0201136122414027 leaf_count=199 57852 3430 28651 46 internal_value=0 0.000648578 0.00104725 -0.065567 internal_weight=0 957.955 953.2 4.75485 internal_count=90178 32326 32081 245 is_linear=0 shrinkage=0.1 Tree=1616 num_leaves=5 num_cat=0 split_feature=8 2 0 9 split_gain=2.98713 3.71706 3.43681 0.888081 threshold=14.877113625005363 10.530406060197963 10.536440514196281 9.580999342102297 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.077362805300325591 -0.0049576106442542145 0.0048609125027296932 -0.010127918419246554 0.06129452742474413 leaf_weight=4.0194949121074606 2.2602638846109349 386.94723238010044 251.57975530030012 11.04898989735011 leaf_count=12091 169 66695 7738 3485 internal_value=0 7.66569e-05 -0.00105129 0.050483 internal_weight=0 651.836 638.527 13.3093 internal_count=90178 78087 74433 3654 is_linear=0 shrinkage=0.1 Tree=1617 num_leaves=8 num_cat=0 split_feature=10 1 0 7 1 6 7 split_gain=2.01051 16.6629 10.8424 6.51367 5.60264 5.19558 3.5704 threshold=8.1294663553881694 8.2481370650792751 7.6595349308047718 8.3871282401096909 8.1686944782077031 8.7088726243148091 4.1915811602213902 decision_type=2 2 2 2 2 2 2 left_child=1 3 5 -1 -4 -2 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.0010234816148229475 -0.057595858187212717 0.025689348482322183 -0.030454030539728717 0.057834580042556927 0.00052961003859636625 0.042641302980328033 0.15546319190844465 leaf_weight=294.35160137108232 44.959151191374986 3.3848818646511045 58.777617838650258 19.08325539876023 2462.9524903799311 5.0988908540457478 7.8555241817375645 leaf_count=9236 1013 59 1562 514 77532 106 156 internal_value=0 0.00721139 -0.00112816 0.00273258 -0.000204356 -0.0467506 0.121675 internal_weight=0 324.675 2571.79 313.435 2521.73 50.058 11.2404 internal_count=90178 9965 80213 9750 79094 1119 215 is_linear=0 shrinkage=0.1 Tree=1618 num_leaves=4 num_cat=0 split_feature=2 8 10 split_gain=2.92852 4.41054 2.92499 threshold=10.530406060197963 14.904746724265181 7.327044472037362 decision_type=2 2 2 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.077770372760693415 -0.077315345413513273 0.019410372764283673 -0.00027281870917544989 leaf_weight=3.8475145661732304 6.364722094131138 76.159592007156334 3504.4323397220337 leaf_count=3929 42830 801 42618 internal_value=0 -7.8198e-06 0.000151148 internal_weight=0 3586.96 3580.59 internal_count=90178 86249 43419 is_linear=0 shrinkage=0.1 Tree=1619 num_leaves=8 num_cat=0 split_feature=1 9 5 1 8 6 8 split_gain=3.05055 13.346 9.14297 9.32156 8.69252 7.75312 7.35913 threshold=8.1277545823432664 7.0974436530465734 10.090265207099629 8.5841561995167392 14.92908783461008 6.0708020247992822 14.927853812706594 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.02789179356560333 -0.0033042532429657084 0.13785232751242568 -0.039308220582745218 -0.07373029506681382 0.025332430652707974 0.00035116252163123649 0.0095133174961591592 leaf_weight=62.623836782514616 41.47703839612717 11.225222045353634 49.053264950850462 33.516438264474402 16.973723921313649 3244.2154843193998 302.71425689815078 leaf_count=5937 760 1533 1206 3952 502 73585 2703 internal_value=0 0.00825104 -0.00104271 -0.0353354 0.0733106 -0.000251317 0.00304295 internal_weight=0 393.537 3368.26 74.9935 28.1989 3293.27 365.338 internal_count=90178 10675 79503 4712 2035 74791 8640 is_linear=0 shrinkage=0.1 Tree=1620 num_leaves=8 num_cat=0 split_feature=6 8 0 1 2 2 7 split_gain=2.05257 3.21031 3.71974 2.9191 1.9994 1.42244 0.573689 threshold=4.3397287074235171 13.719082120470867 8.3216657935866483 9.1097524012947311 12.562335490553524 10.923627405935898 4.9138568728296113 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.036750779535556562 0.076171135107101717 -0.043433976141068677 0.001146225178832077 -0.010085769401809547 -0.085959573015598381 0.054377144484925227 -0.015101471170096123 leaf_weight=2.5278844703463772 9.3477163977513538 18.857226115933031 325.16708586350001 5.9796374215075039 5.1128785030284405 2.3612437377695414 2.0129117774660017 leaf_count=163 123 18505 70798 142 228 124 95 internal_value=0 0.000636004 -0.00141618 0.0439632 -0.039788 0.00902041 -0.0702651 internal_weight=0 359.352 344.024 15.3274 12.0149 4.88913 7.12579 internal_count=90178 89568 89303 265 610 287 323 is_linear=0 shrinkage=0.1 Tree=1621 num_leaves=8 num_cat=0 split_feature=1 0 8 10 1 1 6 split_gain=2.13972 3.62879 3.68733 3.57899 11.5331 6.14092 2.41477 threshold=7.2142317139668188 7.1203607740439248 14.874443652260416 7.5650633076543903 7.6196535477502811 7.4782970186284423 7.2529618347838047 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0694967120835389 0.0037312930639869161 -0.044402545628879013 0.049111991741106309 -0.042017747262882411 0.00097195241287349851 0.053062093405319213 -0.0025480384780259806 leaf_weight=2.3485646271153362 95.96914092395923 34.366312919999388 12.138164332911627 63.329358915122157 2085.0491990974629 33.321168379080746 22.798459563106121 leaf_count=73 1229 851 307 867 85714 568 569 internal_value=0 -0.0167714 0.0266375 0.000661588 -0.000314246 0.0167547 -0.0280409 internal_weight=0 71.6515 14.4867 2277.67 2148.38 129.29 57.1648 internal_count=90178 1800 380 88378 86581 1797 1420 is_linear=0 shrinkage=0.1 Tree=1622 num_leaves=8 num_cat=0 split_feature=6 0 9 1 3 7 10 split_gain=2.26402 4.25228 9.65003 6.73953 3.54999 5.59557 5.13487 threshold=8.2751972241690179 8.2594399441877027 7.1113656448364173 9.1663751058590304 8.3253830611801884 4.9518274664529009 8.6056813960553473 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.00077928308010893844 0.019945161427139632 -0.043071854292409312 0.0030670561410268537 -0.063792530028177405 0.014361273585309387 -0.013964976443416172 0.02989941247473717 leaf_weight=606.0339993974153 206.01763114241948 47.191374215568089 762.7145719656047 9.1199490891265764 83.054652054237238 412.07329413619874 58.95035362874637 leaf_count=9640 3489 1407 51429 315 3350 16387 4161 internal_value=0 0.0036549 0.000328847 0.0161167 -0.00279215 -0.00919405 0.00198117 internal_weight=0 1025.04 809.906 215.138 1160.11 495.128 664.984 internal_count=90178 56640 52836 3804 33538 19737 13801 is_linear=0 shrinkage=0.1 Tree=1623 num_leaves=8 num_cat=0 split_feature=8 2 0 0 2 3 10 split_gain=1.55926 6.45577 1.92493 1.91792 4.79171 4.64013 0.873182 threshold=14.720838954779337 8.0459400115095168 10.536440514196281 7.8812646291224651 14.774897256353604 8.3446942530852777 11.551706501410372 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.0012869822929922755 -0.019430351239120687 -0.084640241162879659 0.07974785036955967 0.018350876401271532 0.076888197936062913 -0.0009800238926938301 -0.021206568044543114 leaf_weight=11.860413455404343 81.004430958105871 9.930195317620699 3.2628936842083922 146.39023271656515 4.5342884727241701 787.73370143945908 3.7417692379694918 leaf_count=85 5827 4959 18 14575 1601 62829 284 internal_value=0 -0.0224594 0.0221113 0.000748444 -0.0134952 0.00206578 -0.0699082 internal_weight=0 28.7953 15.1233 1019.66 85.5387 934.124 13.672 internal_count=90178 5346 103 84832 7428 77404 5243 is_linear=0 shrinkage=0.1 Tree=1624 num_leaves=6 num_cat=0 split_feature=8 8 8 8 7 split_gain=2.56514 3.79813 7.27029 4.44109 0.167669 threshold=14.085846118895374 14.582376352430854 14.582277153272187 14.771689466117605 5.0569372068477252 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.072929052490913984 0.0028539275127116496 -0.02314824382337078 0.076029842652801299 0.0012193803657247022 -0.025627952295849687 leaf_weight=3.5887465926582527 47.911260865930217 81.42089367566814 17.992705392302014 807.4190952550307 2.8348386090888198 leaf_count=474 2130 3195 355 83767 257 internal_value=0 0.000692103 0.0236698 -0.00103629 -0.0583185 internal_weight=0 954.744 65.904 888.84 6.42359 internal_count=90178 89447 2485 86962 731 is_linear=0 shrinkage=0.1 Tree=1625 num_leaves=7 num_cat=0 split_feature=5 6 0 8 6 5 split_gain=3.02246 4.19175 4.13199 1.93397 2.78614 0.791643 threshold=10.806418148753567 6.0708020247992822 9.2147924418041196 14.921809274144836 10.014357048893464 10.613376595222656 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.045033705780621741 -0.089716797543197849 0.02391485887676912 -0.0013907219696321915 -0.10045178712287298 0.044579036105124661 -0.016867727550532532 leaf_weight=8.834628865784568 4.0760313760733871 71.908950983958562 560.38054066363634 4.3002787202440222 4.416275943541847 2.0360951683848612 leaf_count=15133 928 29213 33755 6107 2809 2233 internal_value=0 0.000796211 0.00152045 -0.0381338 -0.0141351 -0.0795535 internal_weight=0 636.366 632.289 19.5873 13.2509 6.33637 internal_count=90178 63896 62968 26282 17942 8340 is_linear=0 shrinkage=0.1 Tree=1626 num_leaves=7 num_cat=0 split_feature=8 6 0 9 0 8 split_gain=1.96457 6.69074 6.16864 3.64629 16.2002 11.7982 threshold=14.931439438905384 4.3397287074235171 8.7438333106679718 7.1380518780930737 8.2470330024222722 14.928789002129244 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.00095879248585988171 0.11013457478420562 -0.029714216281354257 -0.0003307039935909915 -0.0045631090949659258 0.037328452963447632 0.018749621168981243 leaf_weight=521.0701834574902 3.7994418530724934 99.346401062444784 248.15934885938805 1635.1775142929278 139.24379198131646 249.29927675056388 leaf_count=12681 32 5682 6343 56918 2786 5736 internal_value=0 -0.00719697 -0.00879214 0.000770482 0.00715927 -0.00147074 internal_weight=0 351.305 347.506 2544.79 660.314 1884.48 internal_count=90178 12057 12025 78121 15467 62654 is_linear=0 shrinkage=0.1 Tree=1627 num_leaves=8 num_cat=0 split_feature=2 3 5 5 5 9 7 split_gain=2.86835 5.67354 4.74624 4.21677 3.84658 3.59182 3.37897 threshold=15.639909282440689 11.550983888816198 12.780977056249043 13.166102845762692 9.5142398139584579 7.2152974160047716 5.3058580838623133 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0013372676002148904 -0.014454883225293123 -0.054134433294711903 0.078213258476584877 -0.020177270399577583 -0.037319076024318013 -0.0059908035846979249 0.143295020706904 leaf_weight=3139.6570269495955 2.1149562652026352 2.5364945665686518 14.63033785496202 92.821974515963575 40.857115753516837 296.60287157227162 2.1093680067260721 leaf_count=67229 101 338 3185 5597 603 13009 116 internal_value=0 0.00102684 0.0567547 0.00071342 -0.00859222 -0.00988285 0.0766665 internal_weight=0 3249.65 17.1668 3232.48 341.684 337.46 4.22432 internal_count=90178 76349 3523 72826 13829 13612 217 is_linear=0 shrinkage=0.1 Tree=1628 num_leaves=8 num_cat=0 split_feature=0 9 8 3 4 9 8 split_gain=3.03297 8.3396 18.3983 5.88533 6.60336 6.03333 4.47691 threshold=9.2506165925002755 8.1597086361600848 14.930133035486136 9.4508713931084092 15.251255540366232 7.5045777102697881 14.928467349856767 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0013027954100734401 -0.079569181650597426 0.0082512204994499294 -0.001812285458548054 -0.057701474886374594 -0.00050750261269353009 0.0083813044381473162 -0.0070821224412049941 leaf_weight=1716.5156399708751 44.767791774142552 310.3403364200135 90.945759428141173 34.045107924585807 47.65457564828472 1027.7860671575079 489.29835554134115 leaf_count=28860 2258 34373 725 1205 1355 16531 4871 internal_value=0 -0.00503203 -0.0278563 0.00153454 -0.0247504 0.00232579 -0.00112837 internal_weight=0 935.352 135.714 2826 81.6997 2744.3 799.639 internal_count=90178 42227 2983 47951 2560 45391 39244 is_linear=0 shrinkage=0.1 Tree=1629 num_leaves=8 num_cat=0 split_feature=5 9 6 7 10 4 2 split_gain=1.95127 4.3117 5.87896 4.16035 5.3575 3.0946 2.78904 threshold=11.107635011826856 9.7663550590762966 7.0889519754575963 5.8130593955156682 10.691170158542858 13.900317863486658 13.585296496002817 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.018932193012416158 0.089326489476504692 -0.041933260804996125 -0.036967396610844541 0.023009333486177421 -0.022276407052484255 0.014446597540159024 -0.025186796541743703 leaf_weight=18.138002426509843 2.987517424513995 10.49320940458176 59.213741080287676 126.58303458422867 31.996269238331934 63.130354916298273 57.75238849325666 leaf_count=1996 2164 661 38899 21135 1921 11877 11525 internal_value=0 -0.0104165 -0.0295841 0.00459975 0.0137898 0.0059568 -0.0145332 internal_weight=0 135.825 62.2013 234.47 158.579 73.6236 75.8904 internal_count=90178 53601 41063 36577 23056 12538 13521 is_linear=0 shrinkage=0.1 Tree=1630 num_leaves=8 num_cat=0 split_feature=5 8 3 3 8 6 5 split_gain=2.04551 7.93714 7.73906 4.95737 10.3554 6.5901 1.51699 threshold=10.367456900581763 14.900477465854346 7.8969673905893378 7.8384582945823196 14.909654479947964 6.6387045061442764 10.259444080357182 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.02181738805468221 0.012353479992538578 -0.093664384942224232 0.0091315185764560929 -0.034248110065355157 0.13479533436016811 0.00085340886198174276 -0.017910837207408024 leaf_weight=136.58223714793843 163.57273090810077 11.023066809687046 194.84334182019165 54.145709136645337 6.2322694132808456 1776.1674997608593 4.0966875046508049 leaf_count=1480 2095 4213 6689 2353 2634 69594 1120 internal_value=0 -0.00699407 -0.00364995 0.00131723 0.0176103 -0.000203125 -0.0755234 internal_weight=0 346.545 331.426 2000.12 169.805 1830.31 15.1198 internal_count=90178 13502 8169 76676 4729 71947 5333 is_linear=0 shrinkage=0.1 Tree=1631 num_leaves=8 num_cat=0 split_feature=6 3 2 0 10 9 7 split_gain=2.08645 4.0418 6.62938 3.77356 12.7236 7.44478 3.75428 threshold=7.878707844948976 8.0669197655191311 14.404392704405003 8.7547680168717594 8.7031816614073332 7.5790595737527999 4.9138568728296113 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.0082140921367361824 -0.0023935702610267339 -0.03104190432110971 -0.003266953194712801 -0.039082738428616044 0.024747833054680285 0.00020859829123404464 0.012062786582286485 leaf_weight=150.06494865436008 481.28259133082918 111.00066450921759 370.50420478352351 52.160338635767857 268.26901143660882 519.15622060998089 230.10280833451685 leaf_count=3001 7373 5844 11062 2263 8115 48093 4427 internal_value=0 -0.00364393 -0.00972094 0.00267825 0.00734053 -0.00344066 0.00405827 internal_weight=0 861.673 481.505 1320.87 749.552 571.317 380.168 internal_count=90178 24334 16906 65844 15488 50356 7428 is_linear=0 shrinkage=0.1 Tree=1632 num_leaves=5 num_cat=0 split_feature=8 0 8 3 split_gain=1.56451 1.46078 5.13516 3.32518 threshold=14.927853812706594 9.4837301851795068 14.883632987558505 8.2558662431749443 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.02811503138002179 -0.065219526624962582 0.033870139463659785 0.00054200633024654435 0.0020055337878968175 leaf_weight=70.962818664631868 2.6522349810138612 34.255829170871436 476.80031806746979 463.13218547531807 leaf_count=5066 23062 1127 31180 29743 internal_value=0 0.000344775 -0.00321499 0.00426365 internal_weight=0 1045.15 547.763 497.388 internal_count=90178 67116 36246 30870 is_linear=0 shrinkage=0.1 Tree=1633 num_leaves=5 num_cat=0 split_feature=6 9 3 5 split_gain=2.46146 2.52035 6.19021 3.59965 threshold=15.120249453586034 11.799389559044503 10.344274622172561 12.173478403075636 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0016575760647117221 -0.077614562593493461 0.097836984932696019 -0.035612211039803082 0.0091950834607298759 leaf_weight=887.71617752347618 3.039009962813906 5.2590768709205618 45.917499480835772 18.025936541321265 leaf_count=75356 354 256 11838 2374 internal_value=0 0.000615494 -0.000211549 0.0324198 internal_weight=0 956.919 933.634 23.285 internal_count=90178 89824 87194 2630 is_linear=0 shrinkage=0.1 Tree=1634 num_leaves=8 num_cat=0 split_feature=9 10 8 0 10 4 8 split_gain=3.08885 16.5889 10.466 9.21666 9.15948 8.65797 0.075279 threshold=9.2711859953833962 10.66095657142532 14.930325961634539 10.138641351074432 10.35558006457555 18.495626961458719 14.932865316275684 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.0050846906945777428 0.050812356351848602 -0.10255351538066515 -0.063173953426944082 -0.048607043017186519 0.0039457228855097814 -0.05188467015756059 -0.040652969067765832 leaf_weight=219.93096346285569 61.531555648238566 16.285057612116365 24.006133954102836 36.481065956062309 287.12756189550504 8.6256744702890256 2.0403304109601654 leaf_count=51391 4871 793 14758 3599 14206 381 179 internal_value=0 -0.00893638 -0.00186322 0.00504851 -0.00211015 0.0376343 -0.0981218 internal_weight=0 262.262 243.937 393.766 323.609 70.1572 18.3254 internal_count=90178 67121 66149 23057 17805 5252 972 is_linear=0 shrinkage=0.1 Tree=1635 num_leaves=8 num_cat=0 split_feature=2 6 0 1 10 0 6 split_gain=2.03544 7.00116 6.19872 5.61486 19.6382 11.4285 5.38064 threshold=15.291522704552316 7.0889519754575963 9.7559116383752684 9.3390699780847992 9.5121305882254692 9.6158887305206715 11.494353001403443 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0044327665277296962 0.044234346056945158 -0.012793927042724139 -0.024143825518031001 0.046886200939968564 0.0018282977874399494 0.045891425315122192 0.013900121056568168 leaf_weight=1330.9760087860832 47.496746101787721 485.82711124846946 17.510666132797269 109.65504198786857 769.40597492018969 45.712410771315263 88.519707053264028 leaf_count=36994 1177 21654 210 2863 24235 1252 1793 internal_value=0 -0.00513121 0.025729 0.00125671 0.00749576 -0.00272967 -0.00866277 internal_weight=0 639.354 65.0074 2255.75 879.061 1376.69 574.347 internal_count=90178 24834 1387 65344 27098 38246 23447 is_linear=0 shrinkage=0.1 Tree=1636 num_leaves=6 num_cat=0 split_feature=0 8 8 2 3 split_gain=2.62583 4.3269 2.99544 2.94362 1.35752 threshold=13.365415874404215 14.914060284370994 14.934514569198791 15.639909282440689 10.216205831765487 decision_type=2 2 2 2 2 left_child=1 -1 4 -3 -2 right_child=2 3 -4 -5 -6 leaf_value=-0.076843158776400189 0.13918403389848957 0.0010571882686285926 -0.019556804290449026 -0.0087766418431577276 0.039260426611442446 leaf_weight=6.3172955479012662 2.0593878817453497 3238.3864130767188 3.8795427912846208 334.96424649325309 4.6526275788346538 leaf_count=47379 61 37518 46 4927 247 internal_value=0 -2.40962e-05 0.047648 0.000133172 0.0839913 internal_weight=0 3579.67 10.5916 3573.35 6.71202 internal_count=90178 89824 354 42445 308 is_linear=0 shrinkage=0.1 Tree=1637 num_leaves=8 num_cat=0 split_feature=4 2 2 9 0 4 3 split_gain=3.06115 7.07275 6.43272 8.6266 8.40472 6.19624 5.77885 threshold=17.684334454576454 13.370736507846329 13.316620011614498 10.897746077553387 7.7612372986478588 18.35684664861796 8.3628187396405487 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.032985438270385754 -0.032884970377424327 -0.039256329335529243 0.017948946776649249 0.12958395844392778 -6.3755666355313229e-05 0.095903132293726781 -0.0055807277555303828 leaf_weight=79.855044083421831 4.963604597062953 64.831722720876542 281.75904230134529 2.430325455050137 3087.8697173246219 10.313606243548405 227.5494087006341 leaf_count=6276 997 1058 4707 3002 65957 1169 7012 internal_value=0 -0.00962516 0.000769139 -0.0266856 0.00144729 0.0546099 -0.0131562 internal_weight=0 307.658 3451.91 82.2854 3369.63 15.2772 292.381 internal_count=90178 10236 79942 9278 70664 2166 8070 is_linear=0 shrinkage=0.1 Tree=1638 num_leaves=6 num_cat=0 split_feature=3 8 5 7 1 split_gain=1.8934 3.86114 2.2496 2.43262 1.12463 threshold=12.055624246370735 14.698988483276553 12.95998566824249 12.579989281376774 12.023415536735598 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -4 right_child=1 -3 4 -5 -6 leaf_value=0.0025199636397363959 0.039908892181975901 -0.096972703410334316 -0.073468026301551928 -0.05820999921571305 0.0054228293551527619 leaf_weight=348.530816982158 2.5738738945801805 4.5456191637613799 5.109820283730385 5.7232113061680812 2.3810517731417065 leaf_count=77604 60 2064 8190 620 1640 internal_value=0 -0.0486661 0.000162388 0.00137774 -0.0507064 internal_weight=0 7.11949 361.745 354.254 7.49087 internal_count=90178 2124 88054 78224 9830 is_linear=0 shrinkage=0.1 Tree=1639 num_leaves=8 num_cat=0 split_feature=1 9 6 2 9 8 8 split_gain=2.08032 13.2462 14.5371 8.25216 10.9628 10.3639 5.21406 threshold=8.4957998417201228 7.2776108089207234 8.9643917036949752 14.172851784554849 8.0309492933225837 14.890138170183148 14.895895018412437 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.0099640682074083539 0.015400585541955909 -0.051426707710329325 0.020960217611557062 0.012478696140806989 -0.0098873639608212296 -0.033148671825197991 -0.0051885510945200363 leaf_weight=391.29596742776607 66.859852255774683 101.09218815641799 37.458765628892422 783.58174650928527 303.23984690827297 124.7996128110006 538.28706109965901 leaf_count=3934 3086 3059 1015 22039 32216 14352 10477 internal_value=0 -0.00311787 -0.0318462 0.00285852 0.00623487 -0.0162204 0.0011936 internal_weight=0 1068.13 138.551 1278.48 1086.82 191.659 929.583 internal_count=90178 18485 4074 71693 54255 17438 14411 is_linear=0 shrinkage=0.1 Tree=1640 num_leaves=5 num_cat=0 split_feature=8 5 3 0 split_gain=2.00904 2.08696 6.63133 4.28878 threshold=14.913676627498663 10.903001996475369 8.371967388317918 8.2347183858967803 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.002206188688015994 -0.068194440321362335 0.014481739544558668 -0.016369175714850078 -1.7288814091236109e-05 leaf_weight=641.70237349293939 3.2929905420505738 254.73502343062864 273.24074194938703 1008.6941464939537 leaf_count=5465 42942 1893 11810 28068 internal_value=0 0.000282127 -0.00335302 0.00291517 internal_weight=0 2178.37 914.943 1263.43 internal_count=90178 47236 17275 29961 is_linear=0 shrinkage=0.1 Tree=1641 num_leaves=8 num_cat=0 split_feature=8 5 0 5 8 6 7 split_gain=1.56807 7.40515 8.7841 5.17406 8.07974 5.9976 3.88543 threshold=14.894551491458904 11.149205802885611 9.7267231944542853 11.17956735095475 14.883632987558505 6.808031507982748 2.5025773517038084 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.014105939550654971 -0.014718406931418383 0.06411747722766456 -0.095007912419229346 0.035690327914289492 0.024563123382895912 -0.0081042202082145607 0.0022029327328170365 leaf_weight=74.201715649202015 113.14026236251412 9.5601226454433554 14.593451907812677 33.294156220290461 192.57882947606413 354.91650498176818 254.75817070612777 leaf_count=9740 20484 338 2423 540 5684 18137 32832 internal_value=0 -0.00488729 -0.0245582 0.00310012 0.0137953 -0.00426621 0.00467554 internal_weight=0 392.052 127.734 654.991 266.781 388.211 264.318 internal_count=90178 56077 22907 34101 15424 18677 33170 is_linear=0 shrinkage=0.1 Tree=1642 num_leaves=6 num_cat=0 split_feature=2 1 3 3 3 split_gain=2.43854 2.62773 5.79212 3.27247 0.354517 threshold=11.682578314229954 7.1050213556819095 7.2820048901685555 8.3815884814088726 7.6949316252648501 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.013713145328677307 0.03190097249656227 0.011007529898626996 -0.075919867665790577 -0.0022121362966245387 -0.06722554985150507 leaf_weight=2.3395910397999584 7.4041651217084619 258.04955924287412 11.858911655664469 674.82071828016524 4.9531997762510649 leaf_count=270 487 21210 829 61593 5789 internal_value=0 0.000680222 -0.0349476 0.00145254 -0.0537821 internal_weight=0 952.133 19.2631 932.87 7.29279 internal_count=90178 84119 1316 82803 6059 is_linear=0 shrinkage=0.1 Tree=1643 num_leaves=8 num_cat=0 split_feature=8 3 5 2 5 8 0 split_gain=3.22669 5.58234 10.7865 6.35241 5.20166 9.03336 6.71973 threshold=14.918440503101598 10.606625272355076 12.454871710389762 15.116566924581784 11.530803883591323 14.924155022598237 11.079273120837817 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0060699495536870457 0.010685048422468202 0.029356179030734467 -0.080875913047254805 -0.034056309325815125 0.014944063214297976 -0.071115356431443691 -0.01228268064064052 leaf_weight=63.055730386458549 29.97833908418896 46.784171247343238 26.879525511165127 22.639028087638792 314.85259794903209 23.233441449525642 126.2709602061081 leaf_count=42168 3301 4544 4798 1761 13596 17056 2954 internal_value=0 -0.0127583 -0.0290712 0.0084873 0.00356229 -0.0256838 0.00714029 internal_weight=0 159.358 89.9353 69.4232 494.335 53.2118 441.124 internal_count=90178 53271 46966 6305 36907 20357 16550 is_linear=0 shrinkage=0.1 Tree=1644 num_leaves=8 num_cat=0 split_feature=8 8 3 3 8 7 1 split_gain=2.02551 5.37062 5.80893 3.72708 18.3238 4.94302 2.14852 threshold=14.892420099699093 14.889251060631423 8.8644980265580209 9.895849514725219 14.912049036752725 10.187891521250469 10.227157027100999 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.021786079286955261 -0.0020163366895447495 -0.078902038927966364 -0.020338983835595653 0.061215593421685283 0.00072509389913283525 0.020390920244602921 -0.013741203093585766 leaf_weight=53.728147584731232 2224.0517513083114 13.669958730305554 80.500700212631727 57.344184151188529 353.60145908988397 102.00975747528537 8.4803019588343869 leaf_count=3721 42147 16159 11210 2795 11317 1238 1591 internal_value=0 -0.0111393 -0.00344105 0.000526917 0.00929417 -0.00102532 -0.0556262 internal_weight=0 156.379 134.229 2737.01 410.946 2326.06 22.1503 internal_count=90178 32681 14931 57497 14112 43385 17750 is_linear=0 shrinkage=0.1 Tree=1645 num_leaves=8 num_cat=0 split_feature=4 3 0 6 4 4 5 split_gain=2.68884 4.365 5.33097 3.85871 6.07039 5.00326 3.05541 threshold=19.282310432172093 8.47125897865814 8.8547259212940403 9.2440753006228729 15.788320034641346 13.900317863486658 13.684452755866465 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0018627109490595376 -0.027437897688592228 0.07660079861122214 0.013786016327796297 0.014362601017771884 0.0081461241435154368 -0.012173943740909937 0.07809887390492315 leaf_weight=2081.9925598941318 26.705900391348454 16.38553416992545 63.611260563074438 83.07251327342226 853.59628825746859 461.60811400063324 2.0773294679220262 leaf_count=38830 332 253 1854 3756 16395 28727 31 internal_value=0 0.0155094 0.0274391 -0.000385673 0.00104939 -0.00810779 -0.0174546 internal_weight=0 108.78 79.9968 3480.27 2935.59 544.681 28.7832 internal_count=90178 2470 2107 87708 55225 32483 363 is_linear=0 shrinkage=0.1 Tree=1646 num_leaves=8 num_cat=0 split_feature=10 1 10 1 10 3 1 split_gain=3.01431 38.5628 14.6097 14.1793 24.7437 8.91134 4.99715 threshold=9.423934991684586 9.2764884403643233 9.2229286035347648 9.5518415261440186 9.6994990002062398 9.3221809081020073 9.704923544946725 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0018897198600893368 0.024961704265688299 -0.054227788449627716 0.022858333645072615 -0.046797282482324065 0.0031460603818174158 -0.022613624850086431 0.073581173539700007 leaf_weight=2042.9361364694414 349.07432711535751 144.19244762589446 269.0583822541571 112.34712346657955 794.01649235676109 43.576123151478896 2.2950379635400671 leaf_count=40088 4771 3887 3851 3238 32892 1327 124 internal_value=0 -0.00216322 0.000998972 0.00379016 -0.00308935 0.0196378 -0.0517401 internal_weight=0 2458.48 2311.99 1299.01 906.364 392.65 146.487 internal_count=90178 47950 43939 42228 36130 6098 4011 is_linear=0 shrinkage=0.1 Tree=1647 num_leaves=4 num_cat=0 split_feature=6 4 2 split_gain=1.90556 1.81334 1.78818 threshold=1.0000000180025095e-35 22.005150708497776 16.088881134531487 decision_type=2 2 2 left_child=-1 2 -2 right_child=1 -3 -4 leaf_value=-0.07368562413956202 0.0029514082351604592 -0.077748923904341016 -0.01760274786767814 leaf_weight=2.5871481499227675 314.99065022171419 2.0092181329264909 47.873089050522992 leaf_count=255 84355 340 5228 internal_value=0 -0.000441811 0.000198747 internal_weight=0 364.873 362.864 internal_count=90178 89923 89583 is_linear=0 shrinkage=0.1 Tree=1648 num_leaves=5 num_cat=0 split_feature=8 8 2 9 split_gain=2.01758 2.07943 7.13376 6.85829 threshold=14.92908783461008 14.897632360894949 13.714806311791465 7.0434378644324802 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.005915018310210263 -0.068411872973861546 -0.038484412980479062 0.0055528453962085849 -0.0084108199500219551 leaf_weight=588.63110879316855 3.2782149393110549 37.288542999130755 941.07913397749542 770.46023859946581 leaf_count=4656 20577 9253 22342 33350 internal_value=0 0.000323621 0.00383687 -0.00220642 internal_weight=0 2337.46 978.368 1359.09 internal_count=90178 69601 31595 38006 is_linear=0 shrinkage=0.1 Tree=1649 num_leaves=8 num_cat=0 split_feature=10 0 4 6 8 2 6 split_gain=2.066 7.66827 7.65999 6.96835 5.26551 5.45728 3.14033 threshold=8.9748065130418535 9.0320759176295606 12.74072292108408 7.5224538144258704 14.902767949361744 16.035933198410358 9.6661040670783223 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0014632678337940042 -0.027869548016710613 0.047318617549643546 -0.009856935969060716 0.020061418781137045 -0.04381770947526583 0.052522811600619682 0.029198378982768221 leaf_weight=1424.2709413615485 32.755354037272639 24.280215888161422 321.3634808076589 308.36397044469709 41.850168140337132 17.974064850375726 6.1180081510166238 leaf_count=15346 2530 2958 42025 10690 15535 338 756 internal_value=0 0.00477525 -0.00571564 0.0153909 -0.00185 -0.000754537 -0.0340989 internal_weight=0 686.763 345.644 341.119 1490.21 1442.25 47.9682 internal_count=90178 58203 44983 13220 31975 15684 16291 is_linear=0 shrinkage=0.1 Tree=1650 num_leaves=8 num_cat=0 split_feature=0 9 2 6 7 2 1 split_gain=1.54359 7.07046 4.64433 8.22088 5.66509 3.93576 3.43144 threshold=9.4837301851795068 8.3818284408230266 13.546825074132277 4.9317471713750249 5.0569372068477252 14.381897442296582 9.9260712327267751 decision_type=2 2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.013239109712046429 0.018167309105162573 -0.016654842629078098 0.093237054174061404 -0.011561733214681211 0.025853931348932286 0.093399478659744614 0.0050804058281090775 leaf_weight=59.45553591125929 16.615851390684728 88.776574782237844 6.6416457725771911 385.60446445696908 95.336797879830897 11.780744177774407 379.46933875268439 leaf_count=1631 353 9010 303 50090 2672 1794 24325 internal_value=0 0.00392143 -0.00377168 -0.00955466 0.0108497 0.051494 0.000932824 internal_weight=0 496.643 547.038 392.246 154.792 28.3966 468.246 internal_count=90178 35482 54696 50393 4303 2147 33335 is_linear=0 shrinkage=0.1 Tree=1651 num_leaves=5 num_cat=0 split_feature=8 8 8 7 split_gain=2.34734 2.71607 11.597 5.61801 threshold=14.891696904234349 14.886609811404641 14.877113625005363 5.3058580838623133 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0026582740437237629 -0.070072514412153661 -0.020156768432459161 -0.035742551932629964 0.011970624167678299 leaf_weight=457.08330836443679 3.7204738886363193 63.853129755457303 93.959121773751576 339.3928260257635 leaf_count=12091 57852 1695 1775 16765 internal_value=0 0.000618781 -0.0039424 0.00684604 internal_weight=0 954.288 551.042 403.246 internal_count=90178 32326 13866 18460 is_linear=0 shrinkage=0.1 Tree=1652 num_leaves=8 num_cat=0 split_feature=7 6 0 9 4 7 8 split_gain=3.20995 10.0584 9.02306 10.3353 5.19143 4.50579 3.66576 threshold=8.6269761698090406 8.346656223500764 10.157963546252516 9.3214426243293893 17.894639914780125 12.784782452072321 14.920226640256773 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.0060996257307948092 -0.0085678938511992396 0.013841684607009387 -0.020650465838732687 0.056099827178657205 -0.077655198739204678 -0.020552327159100103 -0.099528956996157464 leaf_weight=152.97421980665248 7.4393693053271788 309.6482548903416 77.931308597927298 31.331166934848397 19.546441965122497 42.514253193709749 10.74951995126659 leaf_count=59032 1330 19329 4973 2254 951 1651 658 internal_value=0 0.00582696 -0.0083135 0.00471971 -0.0327537 0.00964308 -0.0647106 internal_weight=0 370.351 281.783 184.305 97.4778 352.163 18.1889 internal_count=90178 22968 67210 61286 5924 20980 1988 is_linear=0 shrinkage=0.1 Tree=1653 num_leaves=8 num_cat=0 split_feature=9 8 10 1 10 7 8 split_gain=2.00292 8.34096 7.39318 5.59152 21.7798 10.9705 5.0095 threshold=6.8591281928283179 14.928789002129244 8.828063482981694 8.6682970323378132 8.828063482981694 8.4833054714001737 14.903695585838657 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.016895254600637635 -0.017498600101061718 -0.03223799287254573 0.051575134185424046 0.042615432678740059 -0.0016747963778339554 0.038458050367433085 0.016939275860951154 leaf_weight=49.671139632067934 358.69864388670521 78.567171962757129 11.214027955807977 116.87756071213516 1910.2148220375338 37.87466267191121 327.22166923806071 leaf_count=4668 12073 3362 818 3765 61527 1072 2893 internal_value=0 0.00591991 -0.0213166 -0.00122766 0.000898631 -0.0120712 0.0124473 internal_weight=0 466.674 89.7812 2423.67 2027.09 396.573 376.893 internal_count=90178 11741 4180 78437 65292 13145 7561 is_linear=0 shrinkage=0.1 Tree=1654 num_leaves=8 num_cat=0 split_feature=8 5 3 0 5 5 9 split_gain=2.7824 3.8194 8.61544 6.04829 2.99539 6.17964 6.04087 threshold=14.936789616334687 12.922214371491485 10.102856416881361 9.3811974308435904 12.507091176668071 14.159599337070288 8.9436524133493673 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0015397446131660607 0.01366954586776634 -0.036164461148800724 0.010579748873113333 0.010407147576001263 0.055695738940777097 -0.017284504210098108 -0.068822624730181831 leaf_weight=2811.0612251338148 55.724995382886846 88.417888332779683 69.885185748978813 497.95298487942364 35.615939420182258 16.412142966873944 9.5242513798002602 leaf_count=50817 471 2895 8917 26133 216 119 610 internal_value=0 -0.000467368 -0.0155917 0.00026067 0.0151296 0.0327825 0.000771304 internal_weight=0 3467.32 158.303 3309.01 117.277 52.0281 65.2492 internal_count=90178 88762 11812 76950 1416 335 1081 is_linear=0 shrinkage=0.1 Tree=1655 num_leaves=8 num_cat=0 split_feature=8 9 6 0 8 6 6 split_gain=3.00323 8.91105 23.0817 16.2743 6.21806 19.7729 9.49349 threshold=14.92740058012337 8.2631480668290695 8.782269992991111 9.1580241395897115 14.928467349856767 7.6381691953422628 7.1182207443946917 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0064659822342390738 0.057194431462997769 0.044889147372976786 -0.014552723329002121 -0.06142822760992938 -0.013317674795724592 -0.0039882530249238006 0.0027682483996894869 leaf_weight=570.46388440024009 79.555521966773085 110.521369988386 156.86954072496079 58.535419076885887 440.01790178130614 153.08310812523996 2181.724477861062 leaf_count=27049 538 7842 26978 4537 3866 1237 18131 internal_value=0 -0.00517452 0.0100922 -0.0116702 0.00145753 0.0170897 6.44328e-05 internal_weight=0 896.39 267.391 628.999 2854.38 232.639 2621.74 internal_count=90178 66406 34820 31586 23772 1775 21997 is_linear=0 shrinkage=0.1 Tree=1656 num_leaves=6 num_cat=0 split_feature=2 8 4 8 4 split_gain=1.84105 2.241 5.73765 2.55743 0.35085 threshold=9.8339854806601732 14.771689466117605 12.380491490210838 14.626033213993869 13.772934130652166 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.016031595177513829 0.0036116195887655363 -0.071101609193527912 -0.0019917715253042687 0.039678753989392877 -0.07767378475660569 leaf_weight=2.1210994541052974 95.480141787244008 11.674482204069248 231.61740939485253 23.839271181055665 2.5569641284739859 leaf_count=208 3813 6740 74290 2471 2656 internal_value=0 -8.37595e-05 -0.00558552 0.0110875 -0.0574701 internal_weight=0 362.611 243.292 119.319 4.67806 internal_count=90178 87314 81030 6284 2864 is_linear=0 shrinkage=0.1 Tree=1657 num_leaves=8 num_cat=0 split_feature=1 9 10 5 10 1 7 split_gain=2.19126 8.32845 11.2739 8.63439 6.17666 8.02967 4.83476 threshold=8.6564377354731352 7.2776108089207234 8.794705426329779 12.067862292794471 8.816471673582063 8.8806238192001974 4.4743644902858932 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0022965288833093505 -0.042156224792519487 -0.027282867795834633 -0.089768117533808645 0.036920705711059557 -0.022676316238137408 0.00418716498664236 0.028739328651356463 leaf_weight=1009.5447054129122 9.5422266019047566 194.17299782271596 12.478657964447278 22.591744911461092 127.26480595463272 838.74734703232707 124.88850397466558 leaf_count=16295 378 5849 342 614 4008 59009 3683 internal_value=0 -0.00269648 0.00108579 -0.0204526 0.00343288 0.000628314 0.0234329 internal_weight=0 1238.79 1022.02 216.765 1100.44 966.012 134.431 internal_count=90178 23100 16637 6463 67078 63017 4061 is_linear=0 shrinkage=0.1 Tree=1658 num_leaves=5 num_cat=0 split_feature=1 10 1 1 split_gain=2.00457 2.28529 12.9821 7.43459 threshold=13.080446341736616 10.277267267801252 10.044293479915721 10.390360553341081 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00075744221239237874 -0.071063527852426825 0.062954924536916299 -0.070361016060910539 -0.0049663292057120986 leaf_weight=2079.536398146498 2.9236653533307608 23.341719646849171 24.98788276795176 47.301563075391485 leaf_count=65429 1062 2668 4531 16488 internal_value=0 0.000477859 -0.000119993 0.0180415 internal_weight=0 2175.17 2104.52 70.6433 internal_count=90178 89116 69960 19156 is_linear=0 shrinkage=0.1 Tree=1659 num_leaves=8 num_cat=0 split_feature=9 8 2 7 7 8 6 split_gain=1.60538 8.99289 18.2204 6.10165 5.3839 5.70467 2.75937 threshold=10.719321924799104 14.868435148513482 13.507949299309066 5.2791211112091458 11.276379651306785 14.859092336325736 9.5042308212364492 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.034444872778066002 -0.046385736223170354 -0.085974935887667414 0.0059362209521083738 0.060173268799581396 0.081988395377650361 0.0017265968535384827 0.016624713175034236 leaf_weight=44.970194225540922 6.1253911716012253 31.978915726744219 62.000266180149254 22.913652746334265 10.611022944556519 845.0655603434717 16.060722099965851 leaf_count=9341 116 4508 2190 623 481 71083 1836 internal_value=0 -0.0109091 -0.0259149 0.0369002 0.00121278 -0.000137619 0.044652 internal_weight=0 123.018 93.9792 29.039 916.707 890.036 26.6717 internal_count=90178 7437 6698 739 82741 80424 2317 is_linear=0 shrinkage=0.1 Tree=1660 num_leaves=8 num_cat=0 split_feature=3 10 6 5 1 10 8 split_gain=2.38424 5.26017 4.96356 4.46944 4.1111 3.03183 2.36516 threshold=7.7958309765764549 7.3971582990704734 8.5336812251180323 9.9384965954451534 8.3937802762880338 8.2315749267769256 14.890123011153568 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.010912050096790721 -0.077630898698313966 -0.043391991050840739 -0.081241962445841753 0.00068393176523786963 0.0067981004565351418 0.051998374932532836 0.028016305763240591 leaf_weight=48.040386428834154 11.573686571701165 22.669449648174577 7.6070928940153548 820.5751392500581 13.459742814333849 28.386636040991135 2.0155748736893804 leaf_count=3247 332 4015 463 78479 1040 2029 573 internal_value=0 -0.00158164 0.0148459 -0.000550982 -0.0272336 0.0266469 -0.0611149 internal_weight=0 856.834 97.4939 843.245 21.0668 76.427 13.5893 internal_count=90178 83399 6779 82494 1503 5276 905 is_linear=0 shrinkage=0.1 Tree=1661 num_leaves=6 num_cat=0 split_feature=4 0 6 8 8 split_gain=2.91729 3.08131 6.95481 6.02486 0.610033 threshold=9.5589069123721035 8.9000105172020767 8.2457889140767495 14.928945438665446 14.922469107718024 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10258942844788524 0.039238125712461963 -0.038894694113962069 0.0015250334866381858 -0.081898108601250796 -0.020825477705802255 leaf_weight=2.2245773264299933 36.91547328889763 45.06933299225534 559.61140599736302 3.6636946640918202 2.1622716044947765 leaf_count=1655 23092 9228 43200 12453 550 internal_value=0 0.000261323 -0.00154686 0.0265947 -0.0736355 internal_weight=0 645.26 604.681 40.5792 4.38685 internal_count=90178 87973 52428 35545 2205 is_linear=0 shrinkage=0.1 Tree=1662 num_leaves=8 num_cat=0 split_feature=2 8 7 3 8 0 6 split_gain=1.95434 5.33489 18.8906 7.04521 4.3275 10.013 5.88358 threshold=14.128656476379684 14.911370549600658 4.7840399308169976 7.9506990956577619 14.92740058012337 8.6439846803498188 9.8443704067048436 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.015472413124780097 0.055727536486386675 0.015772907532463586 -0.028657200074399005 -0.0023191867695758132 -0.025859135484842061 0.014743400412130778 -0.010467698693577046 leaf_weight=385.47027329158118 30.023712547789046 245.80924965610029 183.95833401398136 1681.551064530463 127.38957297327579 114.36548909515841 112.23335347392276 leaf_count=9022 3214 2870 33880 28180 2833 1481 8698 internal_value=0 -0.00167142 -0.0166131 -4.79718e-06 0.00428811 -0.00666995 0.0096136 internal_weight=0 2141.34 213.982 1927.36 739.459 241.755 497.704 internal_count=90178 68144 37094 31050 22034 4314 17720 is_linear=0 shrinkage=0.1 Tree=1663 num_leaves=8 num_cat=0 split_feature=0 2 10 5 0 4 10 split_gain=2.49905 12.664 9.44061 9.03071 6.54175 5.63639 4.6298 threshold=8.6867439401881672 14.705124211437971 8.7145808716625783 11.689683305498736 10.071393479838603 13.805535355096474 8.985181241955349 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.01411593848449183 0.020973009401310836 -0.0021708311024988586 -0.025768066809205493 -0.010092796723651336 0.0099945205110802838 -0.00093325819961768302 0.005190185239671615 leaf_weight=368.36771795048037 255.21820418740731 360.34450207282941 319.53254604491929 613.40553285738247 219.34562893555517 762.53919552885452 680.71015651083053 leaf_count=6223 6276 6786 5794 16906 14327 11398 22468 internal_value=0 -0.00250721 -0.0132828 0.00277624 -0.00479618 0.00397682 0.00951179 internal_weight=0 1810.78 679.877 1768.68 832.751 1130.91 935.928 internal_count=90178 30201 12580 59977 31233 17621 28744 is_linear=0 shrinkage=0.1 Tree=1664 num_leaves=8 num_cat=0 split_feature=0 9 8 8 2 5 1 split_gain=2.98904 10.7029 10.5569 7.23612 6.79138 5.95129 5.19614 threshold=8.6208051109983774 7.5301607121555358 14.930228801065299 14.91799612024902 13.585296496002817 10.541635698141132 6.9839293176881982 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.04127589130040691 -0.052377360887558712 0.028515786136148587 -0.0077041653079775174 -0.019218767865756617 0.0058557746684221061 -0.0011913645267715737 -0.054135848801452169 leaf_weight=6.0787478373817967 78.325035365319536 69.105233299397241 160.09035670215962 115.34710289628856 1512.8234641051167 1769.8880382918494 33.342493993240623 leaf_count=675 2954 8394 1433 1316 12898 49326 13182 internal_value=0 -0.00264942 -0.0225378 0.00303345 0.00406867 -6.01455e-05 -0.0387662 internal_weight=0 2077.41 238.415 1667.59 1628.17 1838.99 39.4212 internal_count=90178 62107 4387 28071 14214 57720 13857 is_linear=0 shrinkage=0.1 Tree=1665 num_leaves=8 num_cat=0 split_feature=2 8 7 9 4 10 8 split_gain=1.83894 2.7729 6.6798 1.91587 1.89176 2.31989 1.48518 threshold=14.39239497677625 14.887810450428484 5.9913071544112162 12.418031200981165 17.569111322292418 10.239087710599931 14.893110676724056 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.011903318481156243 0.015615762194830253 -0.066618969457424113 0.0011003566017457722 -0.061350922045897163 0.0081822893789285037 -0.077775052194014246 0.033963042008547079 leaf_weight=66.524307187579282 126.51849976336675 15.308355273869692 136.04986250332428 2.3516619818947211 4.5711964676059562 7.9308960745895263 6.9143025632945969 leaf_count=6125 10098 13646 36898 47 2005 2642 18717 internal_value=0 0.00302256 -0.00614107 0.0137497 -0.0136183 -0.0480678 -0.00718672 internal_weight=0 280.228 151.358 128.87 85.9407 12.5021 73.4386 internal_count=90178 60689 50544 10145 29489 4647 24842 is_linear=0 shrinkage=0.1 Tree=1666 num_leaves=8 num_cat=0 split_feature=5 8 3 3 8 8 9 split_gain=2.15196 6.81994 6.13496 4.36773 8.8073 5.5556 1.59888 threshold=10.367456900581763 14.900477465854346 7.8969673905893378 7.8384582945823196 14.905998535555076 14.910527555780067 7.3264562349269147 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.020308897795853195 0.0096222108599292137 -0.088326823889126133 0.0073246118023077888 0.00061891473242772581 0.089744805449191278 -0.05184905111606395 -0.0058765447218109557 leaf_weight=135.36298292274665 156.0545824248735 11.303299221222025 194.68648798859795 1804.8125604020768 14.084596694266223 19.409088045335693 3.0924529120522157 leaf_count=1480 2045 3564 6689 34852 2684 37095 1769 internal_value=0 -0.00708308 -0.00403581 0.00146561 0.0167406 3.25726e-05 -0.0721472 internal_weight=0 344.445 330.049 1994.36 170.139 1824.22 14.3958 internal_count=90178 13502 8169 76676 4729 71947 5333 is_linear=0 shrinkage=0.1 Tree=1667 num_leaves=8 num_cat=0 split_feature=2 3 5 1 3 5 5 split_gain=1.94042 9.11174 9.49105 6.07188 5.17387 4.52919 4.26557 threshold=13.652160250779874 10.319871962920201 12.622257144066745 8.9697936131655212 10.102856416881361 14.313859698028939 14.097259372530507 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.012088517390765193 0.0019076365062569913 0.12654785609653948 -0.067912306188873409 -0.082463645626956378 -0.043559077083955164 0.073966408940357165 -0.080316184601080864 leaf_weight=76.882561958071889 2030.4863870936531 7.457111503125935 2.8278090836508269 13.706163889055359 37.561909038046338 2.6824106983491438 5.3293756864966317 leaf_count=3263 64947 972 5859 4130 9684 957 366 internal_value=0 -0.0131922 0.0718015 -0.0235205 0.000943468 -0.0341222 0.00165306 internal_weight=0 100.874 10.2849 90.5887 2076.06 40.2443 2035.82 internal_count=90178 14224 6831 7393 75954 10641 65313 is_linear=0 shrinkage=0.1 Tree=1668 num_leaves=8 num_cat=0 split_feature=2 3 8 5 0 7 3 split_gain=1.63511 4.42346 6.56449 4.57671 2.15944 7.03482 4.83573 threshold=15.72885588723968 10.705623857178439 14.886609811404641 10.859856524231967 9.0881844608369668 9.7461834386484885 10.606625272355076 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0073044714439652108 0.020169198751354211 -0.046366812936883071 0.067612882421249632 -0.05020133294530113 0.0090595159638944597 0.065386764032355313 -0.014666356360976816 leaf_weight=385.91766071509664 11.902247192036468 7.3960979158262061 11.958346599514824 34.244260116513729 471.3422086485055 12.792515781396672 104.06122231615274 leaf_count=40499 4039 616 1244 5800 28150 791 9039 internal_value=0 -0.0153717 0.0239187 -0.0320083 0.000834719 -0.00481444 0.00475071 internal_weight=0 65.501 19.3544 46.1465 974.114 398.71 575.403 internal_count=90178 11699 1860 9839 78479 41290 37189 is_linear=0 shrinkage=0.1 Tree=1669 num_leaves=6 num_cat=0 split_feature=8 8 8 7 7 split_gain=2.31184 3.20859 6.57276 3.82706 0.176225 threshold=14.085846118895374 14.582376352430854 14.582277153272187 3.3447386312324041 5.0569372068477252 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.071717092336694752 0.0024222092431329259 -0.032272987176320857 0.073498225934869307 0.00034282968169121715 -0.024104443661035986 leaf_weight=3.3612610334124602 47.705945227419306 36.573118428309272 16.92722074635094 845.73810716727849 2.7588185808986054 leaf_count=474 2130 2500 355 84462 257 internal_value=0 0.000541472 0.021873 -0.00104415 -0.056654 internal_weight=0 946.944 64.6332 882.311 6.12008 internal_count=90178 89447 2485 86962 731 is_linear=0 shrinkage=0.1 Tree=1670 num_leaves=6 num_cat=0 split_feature=7 0 9 9 9 split_gain=3.06779 3.36338 8.79386 5.30319 0.623501 threshold=3.8157480877757179 8.9000105172020767 8.3313704268728568 7.8564392594898633 9.65909259506798 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.075427471974931118 -0.02794675481019436 -0.051135320142903076 0.0014319692284008171 0.051369647160046578 -0.012348489860132388 leaf_weight=5.3994069957699917 11.179484136184724 32.7059883762754 569.0775822393224 27.751145615181656 2.6734859258278334 leaf_count=3920 32096 14352 37258 1990 562 internal_value=0 0.000357365 -0.00150507 0.0284633 -0.0582012 internal_weight=0 640.714 601.784 38.9306 8.07289 internal_count=90178 85696 51610 34086 4482 is_linear=0 shrinkage=0.1 Tree=1671 num_leaves=8 num_cat=0 split_feature=8 2 4 4 10 0 6 split_gain=1.96063 3.29354 5.4046 3.17984 4.4313 3.2195 2.87056 threshold=14.582376352430854 10.3079873475185 13.539372166979762 9.1298591918333578 13.511210863355318 12.600483769282265 6.808031507982748 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.020326981816877601 0.025305791810408648 -0.0054644768329392066 0.09967880872335029 -0.00086318865964589138 -0.064574650944454845 0.024108373834881035 -0.071348803147079837 leaf_weight=12.923219848424198 78.697853101759392 11.968122750346085 4.1577836200594893 2695.6304769129447 4.9433004818856707 51.637359423082671 14.289569646976359 leaf_count=90 1257 547 25 84670 32 1003 2554 internal_value=0 -0.0209896 0.0127816 0.000202807 0.0192936 -0.000385224 -0.0426212 internal_weight=0 43.3387 17.081 2830.91 83.6412 2747.27 26.2577 internal_count=90178 3216 115 86962 1289 85673 3101 is_linear=0 shrinkage=0.1 Tree=1672 num_leaves=8 num_cat=0 split_feature=8 2 3 10 8 5 5 split_gain=2.72564 7.93679 7.62842 13.8519 8.61148 6.77095 2.18711 threshold=14.932137129077342 16.842328391286571 9.2004013540088057 9.5473869801447027 14.923162855091427 11.83806986817706 14.784570124804917 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0012142437044345838 0.011606433419252479 -0.1049559489277665 -0.02860145390053196 -0.027914419183089734 0.017552066956441785 -0.0044881984146587254 0.0054147337943963514 leaf_weight=1896.548244841902 652.61537551194488 7.4147458014776912 45.383040795467878 215.49683827217495 317.75305313350691 434.8714538984932 2.161870002746582 leaf_count=39568 6201 63 27382 8276 5735 2921 32 internal_value=0 0.00433837 -0.00164742 -0.00395045 0.0117213 0.00517219 -0.0818841 internal_weight=0 1097.06 2475.18 2112.05 363.136 1087.49 9.57662 internal_count=90178 9217 80961 47844 33117 9122 95 is_linear=0 shrinkage=0.1 Tree=1673 num_leaves=8 num_cat=0 split_feature=7 10 0 0 1 1 3 split_gain=2.85738 7.74295 12.0788 6.03903 5.51715 4.61435 3.75301 threshold=5.9543022019664429 7.8993213645752016 8.2347183858967803 11.476149892317634 9.7609002983862485 11.938400452965444 8.8303606113280022 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0049934143191155628 -0.04501825564329822 0.015472783820460929 -0.004592027996346673 0.096911126655370702 -0.014147136925350379 -0.025606575919450453 0.060645149828657152 leaf_weight=1234.9668619645363 52.964067870342205 355.08769945916856 1904.7416340975756 10.647474845380655 170.5131171150615 3.6916566719246466 2.7362521311670198 leaf_count=20745 2299 5246 58112 143 3360 127 146 internal_value=0 -0.00235021 -0.00143379 0.00334589 0.00266287 0.0657555 -0.0388496 internal_weight=0 2315.53 2259.83 1419.82 1405.48 14.3391 55.7003 internal_count=90178 65803 63358 24375 24105 270 2445 is_linear=0 shrinkage=0.1 Tree=1674 num_leaves=6 num_cat=0 split_feature=8 4 3 6 4 split_gain=1.8159 2.09396 1.91955 0.789085 0.268805 threshold=14.937791608657685 19.714399874998094 9.1423067469572796 11.876811718014809 17.018020121246746 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=-0.011515199426889319 0.019277557238512665 -0.053879540702737455 0.00456598971692063 0.0051713387755809703 0.072129338439857402 leaf_weight=105.97888515289637 2.6867406077524256 9.2990061870177652 241.4589141151877 2.6890432537482516 2.5688960377434 leaf_count=52329 690 1287 35073 427 372 internal_value=0 -0.00183296 -0.000358223 -0.0412555 0.0525116 internal_weight=0 359.426 347.438 11.988 5.25564 internal_count=90178 89116 87402 1714 1062 is_linear=0 shrinkage=0.1 Tree=1675 num_leaves=5 num_cat=0 split_feature=1 8 0 6 split_gain=2.04699 2.12928 6.00065 4.88081 threshold=6.3193560299700344 14.892420099699093 9.5360310389204361 11.0024290428883 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.061148640839409553 0.0099531044650472047 -0.002016154555807761 -0.019128922519378956 0.038942520950144791 leaf_weight=4.4195394785488125 484.33605744154238 1737.2614743490656 82.14982543831411 28.590095511266782 leaf_count=380 16867 48174 15573 9184 internal_value=0 0.000380461 0.00570945 -0.00133135 internal_weight=0 2332.34 566.486 1765.85 internal_count=90178 89798 32440 57358 is_linear=0 shrinkage=0.1 Tree=1676 num_leaves=8 num_cat=0 split_feature=8 8 6 10 10 4 1 split_gain=2.05233 7.42307 4.64151 3.84372 3.36483 3.74521 2.99325 threshold=14.67823852713458 14.781556778141429 8.3041934311966923 9.0353390768808275 9.3728657674937779 16.76917323082726 8.2307536709715041 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0070831506001364942 -0.069713852290278863 -0.0024251024809234054 -0.0075507353668608865 0.0072083605025007394 -0.045199872080176097 0.048238522347862092 0.041297577990640405 leaf_weight=73.244736895343294 23.581970419960271 1407.5632939648181 24.021775078046176 585.69228322766821 16.728882897698671 4.7627067637909013 38.731019660288439 leaf_count=846 410 32062 1720 51350 2109 396 1285 internal_value=0 -0.000533561 -0.0391459 0.000407761 0.012221 -0.0232691 0.0191783 internal_weight=0 2040.86 47.6037 1993.26 133.467 21.4916 111.976 internal_count=90178 85542 2130 83412 4636 2505 2131 is_linear=0 shrinkage=0.1 Tree=1677 num_leaves=8 num_cat=0 split_feature=8 3 0 0 5 3 8 split_gain=1.50257 13.0154 12.2173 6.02578 4.28787 13.3407 6.65791 threshold=14.894551491458904 9.9403614706405197 8.6208051109983774 9.928635364704947 11.17956735095475 8.998466852765171 14.883632987558505 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.013011332502900545 -0.027836409721065464 -0.12016792728189235 0.014386590138142395 -0.033469570351775647 -0.03526100354460663 0.0070162791979212977 0.022303656970672325 leaf_weight=73.199082215426415 94.971361746696317 9.1638586916800318 238.70248262229396 45.536360418615871 99.957699760042715 285.44058834424141 190.90732296175702 leaf_count=9740 22223 2049 20265 11540 9437 9240 5684 internal_value=0 -0.00514138 0.00232167 -0.0498907 0.00271279 -0.00401172 0.0125037 internal_weight=0 388.374 333.674 54.7002 649.505 385.398 264.106 internal_count=90178 56077 42488 13589 34101 18677 15424 is_linear=0 shrinkage=0.1 Tree=1678 num_leaves=8 num_cat=0 split_feature=6 0 9 8 8 8 8 split_gain=2.33862 4.15201 4.57524 3.54541 2.72571 26.4625 18.1171 threshold=10.753432602737652 9.5100183667201907 8.1597086361600848 14.890401190624855 14.828882741269299 14.834612849217498 14.792226499180844 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0071452487487086731 -0.011746682855897137 -0.015718917184169241 -0.13272601365798556 0.052866272453119201 0.10300175720590753 0.00076194328530917511 -0.060918883038903297 leaf_weight=177.15180180664026 7.0003337112528801 50.272317617374483 4.9821254645253781 7.8454462926087691 25.376504497864516 629.89921233333496 49.127163238360481 leaf_count=6131 427 2244 443 9984 321 69384 1244 internal_value=0 -0.0172472 -0.068397 -0.00572281 0.00160532 0.00487224 -0.00783509 internal_weight=0 70.1002 11.9825 58.1178 881.555 655.276 226.279 internal_count=90178 13098 870 12228 77080 69705 7375 is_linear=0 shrinkage=0.1 Tree=1679 num_leaves=7 num_cat=0 split_feature=8 5 0 10 9 0 split_gain=3.13209 5.43915 3.23501 9.86647 7.00396 1.67944 threshold=14.90208336904397 14.400878335079033 11.883054026862572 11.551706501410372 10.897746077553387 11.12726544259017 decision_type=2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.071468520379571285 -4.8889917052810709e-05 0.085848378010604298 -0.10172769365817776 -0.0019308754801617466 0.039194251629162319 -0.01654239846560164 leaf_weight=13.369155280540118 504.8482841706367 2.4721449735459649 11.043789747506706 56.059953177935313 48.981922715640394 10.335564568038377 leaf_count=40794 42525 220 209 1888 2935 1607 internal_value=0 -0.0337192 0.000962981 -0.0196078 0.00348624 -0.049159 internal_weight=0 26.1769 620.934 67.1037 553.83 23.7047 internal_count=90178 42621 47557 2097 45460 42401 is_linear=0 shrinkage=0.1 Tree=1680 num_leaves=8 num_cat=0 split_feature=8 7 5 3 8 0 0 split_gain=1.96291 7.43411 6.46163 3.32892 19.7001 3.47862 2.09106 threshold=14.934267983690573 1.0000000180025095e-35 14.784570124804917 7.6635694120840094 14.928467349856767 7.6292039315387203 8.0428628054091664 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0094838109125172983 -0.0025114586688129241 -0.023156251104755693 0.045883547007369761 -0.021006782676363141 0.048554107920163292 9.7794475770034466e-06 0.10933916536554032 leaf_weight=162.39659422716841 2.2155052544549099 133.0921568883241 14.149198930710552 80.447492712046369 90.180947956861928 2383.275383033144 5.2953891162760556 leaf_count=3230 28 3346 127 2236 1049 80123 39 internal_value=0 -0.0111056 -0.0162571 0.000437918 0.011348 -0.000684715 0.0799278 internal_weight=0 154.752 147.241 2716.3 252.578 2463.72 7.51089 internal_count=90178 3540 3473 86638 4279 82359 67 is_linear=0 shrinkage=0.1 Tree=1681 num_leaves=4 num_cat=0 split_feature=2 8 8 split_gain=2.49935 3.79536 2.90383 threshold=10.530406060197963 14.904746724265181 14.926590534404822 decision_type=2 2 2 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.071520820485236142 -0.075870782833013725 0.0068812688671999666 -0.0010061697823373877 leaf_weight=3.9035216233455676 5.5676550199273143 551.53049247929175 3006.1593296603787 leaf_count=3929 42830 18643 24776 internal_value=0 7.8026e-05 0.00021817 internal_weight=0 3563.26 3557.69 internal_count=90178 86249 43419 is_linear=0 shrinkage=0.1 Tree=1682 num_leaves=7 num_cat=0 split_feature=9 8 3 4 4 7 split_gain=3.03758 6.41333 5.68399 4.92625 3.59682 3.41813 threshold=5.8676095620559154 14.933388599539702 7.0970597227589947 11.04810879816487 12.498592666200883 4.1915811602213902 decision_type=2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=0.05936652813299096 0.011179210899605494 -0.098715023880832531 -0.02077417987361501 0.00066116936303359437 -0.048674117168281433 0.003611102759777972 leaf_weight=24.368366294710995 13.110447238843333 2.9304476948454967 109.57840471606141 3523.7243816267628 37.758052783241055 19.649233797590568 leaf_count=399 416 59 3746 84527 753 278 internal_value=0 0.0248728 -0.000460089 9.15282e-06 -0.0333299 0.0351107 internal_weight=0 46.948 3684.17 3633.3 50.8685 44.0176 internal_count=90178 736 89442 88273 1169 677 is_linear=0 shrinkage=0.1 Tree=1683 num_leaves=8 num_cat=0 split_feature=5 3 0 3 8 3 8 split_gain=1.80937 4.06796 3.50458 2.9803 2.75965 2.34472 1.97851 threshold=11.665408354556964 10.371223406656052 11.547063685880929 11.479174892240597 14.801687455380572 8.5796647457462871 14.390433651313669 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0060170951719484486 0.034321633490102303 0.070245003000291392 0.013893271500298805 -0.068885424271343296 -0.091316591961958501 -0.047692752601147137 -4.4589064111002852e-05 leaf_weight=283.97075010452602 3.1981635184370552 3.6627508549572658 3.5346632088767347 4.4169695283790125 5.9020214627000769 30.762279582931562 28.361120168790841 leaf_count=54856 6266 56 125 148 263 17970 10494 internal_value=0 -0.0155935 0.00259108 0.00463581 -0.0543533 -0.0392084 0.00987848 internal_weight=0 65.9843 297.824 288.388 9.43668 33.9604 32.0239 internal_count=90178 34786 55392 55004 388 24236 10550 is_linear=0 shrinkage=0.1 Tree=1684 num_leaves=8 num_cat=0 split_feature=6 9 1 7 6 5 5 split_gain=2.13714 6.56086 6.11766 4.62097 3.57124 5.76783 3.60106 threshold=8.0213340512632438 6.6900083761563112 7.8846647951512177 8.2951194959715782 8.0527356922994837 11.03610917567841 10.395995581017837 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0094413699909935891 -0.0070606142609560586 -0.035669176333755818 -0.0057668744047329329 -0.048218003494233067 -0.022473165243049743 0.088894338360167385 0.003237557220142412 leaf_weight=360.063735820695 12.443705996186738 77.076748085260533 558.6933041102775 13.472786815399557 55.966894239686098 11.343572432706877 1248.2163746129957 leaf_count=6096 307 1712 19508 204 6345 401 55605 internal_value=0 -0.00326785 -0.00944236 0.00723851 0.00283418 0.0404382 0.00211785 internal_weight=0 1009.31 635.77 373.537 1327.97 23.7873 1304.18 internal_count=90178 27520 21220 6300 62658 708 61950 is_linear=0 shrinkage=0.1 Tree=1685 num_leaves=4 num_cat=0 split_feature=1 9 5 split_gain=1.89607 4.78416 2.55128 threshold=13.080446341736616 12.976894823715135 9.4308084680330087 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=-0.026987434944632373 -0.070356564886360329 0.12313002225460497 0.00054702683886300927 leaf_weight=33.189839031576867 2.8053744754001846 2.1660140303115432 2136.5493178818715 leaf_count=1751 1062 188 87177 internal_value=0 0.000292895 0.000113602 internal_weight=0 2171.91 2169.74 internal_count=90178 89116 88928 is_linear=0 shrinkage=0.1 Tree=1686 num_leaves=8 num_cat=0 split_feature=2 4 4 2 0 3 9 split_gain=1.42616 3.82898 4.57407 3.5782 2.22368 5.23522 4.09977 threshold=15.72885588723968 18.166134673444279 14.568101719293102 16.842328391286571 12.907788471437533 11.951487375877063 10.719321924799104 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0020246219966404389 0.0051531501282114974 0.045275214545120353 -0.057048973523358207 -0.057121724193277296 0.072657028622485464 -0.025388146218004472 -0.021172644973003397 leaf_weight=866.38569828496304 21.000856962992216 14.58620090758278 25.604585486032761 3.4531297392793467 12.042498175356743 8.6616997627210122 82.524266543454132 leaf_count=72080 3624 938 6950 187 240 311 5848 internal_value=0 -0.0145189 -0.0295006 0.0237035 0.000710926 0.0323595 -1.29502e-05 internal_weight=0 64.6448 46.6054 18.0393 969.614 20.7042 948.91 internal_count=90178 11699 10574 1125 78479 551 77928 is_linear=0 shrinkage=0.1 Tree=1687 num_leaves=8 num_cat=0 split_feature=10 0 9 6 2 3 0 split_gain=2.31653 14.0684 8.59609 5.97251 5.01662 4.60593 4.09777 threshold=8.691505069032214 8.7668300948216409 7.9893754409139364 8.6214115360084644 14.158163353284033 8.1321645685576662 8.380550640788984 decision_type=2 2 2 2 2 2 2 left_child=2 3 6 -2 -3 -4 -1 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.002534900220895895 -0.017770175227198072 -0.014264358118361534 0.024590558363632262 -0.066078055744308903 0.0091936612082598995 -0.065931816024469583 0.026460711212995591 leaf_weight=176.78259034374034 72.946520030879967 117.51459845785098 6.8662334382360681 39.379129700183356 394.5406965154375 21.844539847541171 119.56833088785314 leaf_count=14900 9133 13813 278 4242 40245 1075 6492 internal_value=0 -0.00325607 0.00714048 -0.0351396 0.00379283 -0.0441842 0.0122447 internal_weight=0 624.381 325.062 112.326 512.055 28.7108 296.351 internal_count=90178 67433 22745 13375 54058 1353 21392 is_linear=0 shrinkage=0.1 Tree=1688 num_leaves=8 num_cat=0 split_feature=2 4 2 1 8 1 1 split_gain=2.97546 5.02286 7.04906 7.01797 4.25408 7.75065 1.70514 threshold=16.451576983438169 17.297994642729588 14.898485083876347 10.060711416664937 14.926295702715089 9.718695308498754 10.346685472451908 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.01599122028039365 0.13124565317556308 -0.055435034215431167 -0.010404579455243517 -0.0064677183183522698 -0.013088395452231061 -0.031746855127723878 0.057924870318596125 leaf_weight=219.49767329411623 2.3938842998321688 35.18228611082381 186.02693146730303 155.03680265925541 3.5350298132671041 19.945352724762074 23.789074785404978 leaf_count=41173 424 6839 33339 6703 192 1219 289 internal_value=0 -0.00240451 0.00388683 -0.0157671 0.0228376 -0.00940547 0.0485999 internal_weight=0 595.744 405.525 190.219 49.6633 22.3392 27.3241 internal_count=90178 88054 74512 13542 2124 1643 481 is_linear=0 shrinkage=0.1 Tree=1689 num_leaves=8 num_cat=0 split_feature=8 5 0 10 1 5 8 split_gain=1.9549 7.10417 5.83251 5.56192 2.86852 5.65694 2.68852 threshold=14.932333816366073 11.364831151402891 9.0763731546614093 9.5236183516772375 13.080446341736616 10.683993628104142 14.928054595819104 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0013136163025898873 0.0070622534196892271 -0.040243952159120362 -0.0050992627324215785 0.084495219421008003 -0.10168437510253098 0.036432422791888609 0.0067561214243509046 leaf_weight=2041.0203804215607 41.518884078808696 67.625728062877897 152.54555079143029 11.027172840784258 2.2464393597365406 38.830954207820469 516.476366710398 leaf_count=66559 2627 2474 2418 988 54 916 14142 internal_value=0 -0.00814059 -0.0160271 0.0245866 0.000744248 0.026642 0.000318039 internal_weight=0 272.717 220.171 52.5461 2598.57 41.0774 2557.5 internal_count=90178 8507 4892 3615 81671 970 80701 is_linear=0 shrinkage=0.1 Tree=1690 num_leaves=8 num_cat=0 split_feature=7 0 3 3 2 0 2 split_gain=2.49519 9.03119 5.39563 4.89376 4.64264 10.8683 8.8198 threshold=4.1090471306345142 10.415455781314156 7.7489354811410278 7.2031987994230624 12.880374407927007 8.0428628054091664 13.129790129782949 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.028551577202163669 0.026785080492166158 0.21588595603190922 0.04451486027670816 0.012083704964542169 0.058603143086236376 -0.079180041794749023 -0.00059608957217432935 leaf_weight=33.8462610155932 16.064167744818292 2.118082670207512 6.2853619681604869 198.25097115415451 24.362135036879863 21.936115481238744 3265.5217297243289 leaf_count=657 299 57 354 4461 907 8139 75304 internal_value=0 0.00998023 0.106074 0.00606088 -0.000546687 -0.0348463 -0.000140035 internal_weight=0 240.501 8.40344 232.097 3327.88 38.0003 3289.88 internal_count=90178 5529 411 5118 84649 8438 76211 is_linear=0 shrinkage=0.1 Tree=1691 num_leaves=8 num_cat=0 split_feature=10 1 10 1 10 1 8 split_gain=2.94843 30.0959 13.2172 12.8886 15.0252 8.00195 4.60559 threshold=9.5121305882254692 9.3492030381941884 9.2737970835846948 9.5645289732237178 9.6994990002062398 9.1855227830102191 14.933716321298206 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.002018611416272788 -0.059886533520865398 -0.050676958126659857 0.020346902109663213 -0.040493759218404361 0.0027194866753250759 0.02733044723677568 -0.0013861719240984291 leaf_weight=2139.1793862709692 10.064600254361322 137.704239139744 300.44924806963263 88.647572462148446 784.36580935398456 247.55983851794548 22.023364786998172 leaf_count=41997 133 4042 4572 2578 32781 3896 179 internal_value=0 -0.00201805 0.000742992 0.00409694 -0.00170979 0.0237048 -0.0439316 internal_weight=0 2599.36 2439.63 1130.64 873.013 257.624 159.728 internal_count=90178 50790 46569 39388 35359 4029 4221 is_linear=0 shrinkage=0.1 Tree=1692 num_leaves=5 num_cat=0 split_feature=9 2 2 0 split_gain=1.82963 1.60796 5.66317 1.83625 threshold=5.9991806917619623 16.088881134531487 15.668843401351625 10.138641351074432 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.074907914552313368 -0.0039028027230695959 -0.038237671146985654 0.030787521210834359 0.00072348394528973996 leaf_weight=2.3047159236533039 255.54992667143483 21.24695107222135 56.63769264654718 26.433407909863945 leaf_count=1091 76000 2693 7795 2599 internal_value=0 -0.000159521 0.00246899 -0.0170669 internal_weight=0 359.868 312.188 47.6804 internal_count=90178 89087 83795 5292 is_linear=0 shrinkage=0.1 Tree=1693 num_leaves=8 num_cat=0 split_feature=7 3 10 8 4 0 2 split_gain=2.00433 3.98455 3.94974 3.92552 3.78789 3.6196 0.412575 threshold=4.6894622420891698 8.989031511674396 6.8180742650732657 14.285776060475134 15.805816579079789 7.5979003804075553 13.771100716361515 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=-0.0085082242261932031 -0.019803856937649987 0.017398565481196792 0.017321178140634129 -0.056069395368529333 0.025636034488824816 0.00044872675171610683 -0.075924070737922067 leaf_weight=199.49513622543429 2.7128716736407608 9.1918507444443076 135.18297113101085 27.854651773703154 37.785305557871538 1917.0551651873604 6.013868197078267 leaf_count=5350 96 381 1827 1998 941 79397 188 internal_value=0 -0.00781651 0.00126747 -0.0378626 -0.00298621 0.00156803 -0.0623077 internal_weight=0 274.327 2060.96 37.0465 237.28 2052.24 8.72674 internal_count=90178 8670 81508 2379 6291 81224 284 is_linear=0 shrinkage=0.1 Tree=1694 num_leaves=7 num_cat=0 split_feature=8 3 6 8 1 10 split_gain=1.91892 4.69799 6.08304 3.84838 5.41534 5.27081 threshold=14.897632360894949 10.426163266975875 10.038874404958916 14.896876159177149 8.5085129083833326 8.2124917739664038 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0070141962423962674 -0.0051899914471409108 -0.074479318209494702 0.024288373838753201 0.031017091142465977 -0.0062600229487109584 0.0067525467758606968 leaf_weight=503.59508517746849 802.50923336055394 8.1965424334551908 75.692821633043536 101.88174906466156 62.266995096790197 618.61509061865968 leaf_count=4501 37187 10042 4943 592 473 32440 internal_value=0 -0.00337212 -0.0026245 0.0026719 0.0169244 0.000573936 internal_weight=0 886.399 878.202 1286.36 164.149 1122.21 internal_count=90178 52172 42130 38006 1065 36941 is_linear=0 shrinkage=0.1 Tree=1695 num_leaves=8 num_cat=0 split_feature=0 9 2 2 2 4 5 split_gain=1.45835 5.00892 6.07733 5.31712 4.56976 7.48018 4.70087 threshold=9.9905076069232894 9.7950214496402115 14.963353864873261 15.188180172810123 14.642425702560944 12.380491490210838 12.429511598213832 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.004875617681838652 0.031836387459098822 -0.015949321909386426 0.019565359273485766 -0.016325206565665759 0.034753248749537134 -0.025987080380477024 -0.025902411242508305 leaf_weight=471.66470934624152 97.843375853103723 144.66400206737984 71.03101603906444 29.157143804045504 22.749654741217853 141.4835219431165 54.449266333677826 leaf_count=25934 3167 9412 5601 4522 4065 35168 2309 internal_value=0 0.00506426 -0.00421758 0.0207382 -0.00290605 -0.0174139 0.0016472 internal_weight=0 342.696 215.695 127.001 690.347 164.233 526.114 internal_count=90178 22702 15013 7689 67476 39233 28243 is_linear=0 shrinkage=0.1 Tree=1696 num_leaves=6 num_cat=0 split_feature=8 8 1 1 2 split_gain=2.20531 3.06088 5.65237 3.96357 2.22524 threshold=14.89098124964333 14.890401190624855 7.8263929955765201 7.1050213556819095 15.497271748855688 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.048951433467958445 -0.078344208379655347 0.066806871393269102 0.0066154252747146931 -0.00059796854785230274 0.030243847608452702 leaf_weight=16.327467315566423 5.69851627373908 16.948392877951846 121.70896963701307 784.6567620740218 2.0083716597044869 leaf_count=512 49954 326 9969 21164 8253 internal_value=0 0.000736567 0.0143984 -0.00164343 -0.0498232 internal_weight=0 939.642 138.657 800.984 7.70689 internal_count=90178 31971 10295 21676 58207 is_linear=0 shrinkage=0.1 Tree=1697 num_leaves=5 num_cat=0 split_feature=9 4 3 5 split_gain=2.79646 2.75546 3.0205 1.32179 threshold=7.5672260585974813 22.005150708497776 11.358176366560647 14.784570124804917 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.07259914088965834 -0.002075477559193828 -0.082855731001288263 0.016569404267887746 0.00053325323635749014 leaf_weight=4.3181737542362262 529.3245221933754 4.8545424562422559 102.91703566712113 2.7958710693528701 leaf_count=31266 53407 261 5205 39 internal_value=0 0.000215494 0.000980932 -0.0558422 internal_weight=0 639.892 632.242 7.65041 internal_count=90178 58912 58612 300 is_linear=0 shrinkage=0.1 Tree=1698 num_leaves=8 num_cat=0 split_feature=10 1 1 3 0 8 9 split_gain=1.85914 12.7376 10.4813 7.06949 6.27874 5.72308 3.15673 threshold=8.1704015673941424 8.1686944782077031 8.1277545823432664 7.2820048901685555 7.7835078518635523 14.927853812706594 7.9463781022666558 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -3 -4 -1 -2 right_child=2 3 4 -5 -6 -7 -8 leaf_value=0.0096795692494655548 -0.062973419197750444 -0.078053641888418443 -0.031865403179367272 0.088185183806580525 0.00057052540481644925 -0.019702349182300027 0.029720424083437721 leaf_weight=228.95796435185503 33.00934607499039 2.0789045609417398 60.182564435941913 24.052956200808694 2427.1826950653385 92.149150801735232 3.5306148968465996 leaf_count=7046 879 37 1499 617 77066 2975 59 internal_value=0 0.00677585 -0.00101837 0.0725708 -0.000226762 0.00121275 -0.0534639 internal_weight=0 347.239 2523.91 26.1319 2487.37 321.107 36.54 internal_count=90178 10675 79503 654 78565 10021 938 is_linear=0 shrinkage=0.1 Tree=1699 num_leaves=8 num_cat=0 split_feature=3 8 9 0 7 4 8 split_gain=2.46355 6.05586 10.6942 5.42759 5.10013 7.80295 5.5018 threshold=8.316115432822679 14.931609817309598 7.5301607121555358 9.91385638828352 5.1249025554662744 15.997551968145709 14.921113062841398 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0027126030761437875 0.0054465767200878451 0.0080577454388943721 -0.031483001510336971 -0.034391657702712963 -0.023012722206688683 0.043502315114861946 0.0013679475531315688 leaf_weight=576.81052563119658 242.27262667518744 449.65628450259101 165.57560320280515 31.295369272120297 96.205800052657196 68.427249059307087 1934.809532432897 leaf_count=11580 5114 3595 4895 199 42227 1470 21098 internal_value=0 -0.00350482 -0.00916303 0.00522995 0.00203028 0.0139405 0.000202319 internal_weight=0 1223.34 742.386 480.952 2341.72 310.7 2031.02 internal_count=90178 20269 16475 3794 69909 6584 63325 is_linear=0 shrinkage=0.1 Tree=1700 num_leaves=8 num_cat=0 split_feature=0 10 9 6 2 3 10 split_gain=2.78782 10.4805 10.2242 6.70645 6.46859 10.2313 6.81835 threshold=7.8051977159271564 7.1480778184950475 6.4104671060968021 8.1265478754486775 13.370736507846329 7.7722492666348737 8.28969294342407 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.01462165422664031 0.17036304347655071 -0.067408135793190202 -0.00093269635506221769 0.011099720110516778 0.0031813120181430309 -0.076126808925164727 0.034149475934422698 leaf_weight=27.556721262957126 4.805104669208502 22.299921767629257 3317.7560935752249 5.1297965780404411 222.51791734944709 21.236930917727477 103.64325429769997 leaf_count=544 289 333 82968 172 4095 390 1387 internal_value=0 -0.00107699 -0.00139656 0.0966643 0.00800445 -0.0256113 0.0130963 internal_weight=0 3349.99 3340.06 9.9349 374.955 48.7937 326.161 internal_count=90178 83762 83301 461 6416 934 5482 is_linear=0 shrinkage=0.1 Tree=1701 num_leaves=8 num_cat=0 split_feature=8 8 3 7 5 5 4 split_gain=1.7107 2.95369 2.44956 2.17996 1.95266 0.939204 0.51662 threshold=14.931946406735969 14.927853812706594 9.0781409062988576 8.2629307461114418 12.40401907118533 10.976095566641384 16.569579242588581 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=0.0016950741824257446 -0.058736821518431771 -0.079797333108196838 0.078178223833037797 -0.0083841535222207945 -0.031589493272161692 0.022349883249848532 0.0044122526251565404 leaf_weight=310.01090838552176 2.0936955930244379 7.2420760853624442 5.430577318584481 9.4325968383529339 17.6844248392037 7.8961003882734104 2.0049769738171221 leaf_count=51754 5884 11210 761 1925 15362 1736 1546 internal_value=0 -0.00234013 0.0289331 -0.04216 -0.000191804 0.0489686 -0.033039 internal_weight=0 344.37 17.4254 16.6747 327.695 13.3267 4.09867 internal_count=90178 80251 9927 13135 67116 2497 7430 is_linear=0 shrinkage=0.1 Tree=1702 num_leaves=6 num_cat=0 split_feature=4 4 8 9 3 split_gain=2.01163 3.7131 9.37344 3.8117 1.47195 threshold=22.005150708497776 19.714399874998094 14.900477465854346 9.7663550590762966 9.2237323948137391 decision_type=2 2 2 2 2 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=0.00033602923167216626 0.0087669265851616114 0.072671840144051619 -0.060681318586080203 -0.039206166439815004 -0.091130021178908283 leaf_weight=2279.959842169817 2.0382129751282312 18.7081978514687 6.341016775736704 23.641284851198634 3.1443836864674211 leaf_count=72915 111 575 837 15499 241 internal_value=0 0.000337882 0.0378809 -8.66185e-05 -0.0567791 internal_weight=0 2328.65 25.0492 2303.6 5.1826 internal_count=90178 89826 1412 88414 352 is_linear=0 shrinkage=0.1 Tree=1703 num_leaves=8 num_cat=0 split_feature=3 4 6 7 10 1 1 split_gain=1.93217 7.58231 7.10298 6.60341 5.23091 12.2811 10.1691 threshold=9.4161718851066158 7.7417514024564502 10.707938423510576 6.9197861297749643 9.0637703400939476 8.8600255413160838 9.0091308657609428 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.00085752180256961578 0.17553700121420057 -0.021948044654911569 0.022480067103898091 -0.028854115213954274 0.059402846647018892 -0.034735851459330648 0.0060335761827306584 leaf_weight=1418.6171623057412 3.0760676574801371 160.43408702606226 45.429690626358251 2.1787028227099654 38.224516372905669 103.04559069786637 401.76970980212593 leaf_count=28575 195 17711 11797 91 1873 5116 24820 internal_value=0 -0.0088424 -0.0120824 0.099729 0.0012042 -0.00157406 0.0107942 internal_weight=0 211.119 205.864 5.25477 1961.66 1521.66 439.994 internal_count=90178 29794 29508 286 60384 33691 26693 is_linear=0 shrinkage=0.1 Tree=1704 num_leaves=8 num_cat=0 split_feature=4 10 8 10 4 4 5 split_gain=1.49836 3.29504 2.77312 2.16012 7.8653 2.76965 1.60203 threshold=20.959836909431807 13.968651880388778 14.899147067329563 13.511210863355318 9.1298591918333578 19.714399874998094 13.793851287651751 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.00050515255634310194 0.044229489878223893 -0.092735285263002037 -0.021520169520684057 -0.075755773495652587 0.072513341614121832 -0.028607997242524011 0.012737587389276869 leaf_weight=940.08967104420253 27.087640440004179 2.6520012172259149 7.6466605709857722 3.981996502523546 12.345002703689259 35.429751975108616 2.0229002335863697 leaf_count=87819 264 27 392 32 614 1008 22 internal_value=0 0.0187101 0.0295577 -0.000933982 0.0340668 -0.00155407 -0.0528934 internal_weight=0 39.4092 34.7343 991.846 16.327 975.519 4.6749 internal_count=90178 705 656 89473 646 88827 49 is_linear=0 shrinkage=0.1 Tree=1705 num_leaves=4 num_cat=0 split_feature=2 6 9 split_gain=2.19929 2.17679 2.4453 threshold=11.129147021492949 15.120249453586034 11.799389559044503 decision_type=2 2 2 left_child=-1 2 -2 right_child=1 -3 -4 leaf_value=-0.06361337744584207 0.00013151484530683123 -0.074363066257389504 0.032411486196430743 leaf_weight=4.3553517880017116 915.5788180941737 2.8526222891711077 23.084961669842869 leaf_count=4994 83716 267 1201 internal_value=0 0.000652169 0.000959038 internal_weight=0 941.516 938.664 internal_count=90178 85184 84917 is_linear=0 shrinkage=0.1 Tree=1706 num_leaves=8 num_cat=0 split_feature=8 9 6 0 9 8 6 split_gain=3.04544 5.91097 4.21404 3.33915 11.1934 8.00958 0.599836 threshold=14.905998535555076 10.897746077553387 14.080861139668583 11.079273120837817 10.897746077553387 14.932528711914747 10.211823771337514 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.041267759332604938 0.0085446422537033863 0.042453021830847142 -0.071287750539762482 -0.044205095751635032 0.010701326282562443 -0.053266930899659629 -0.085365869846073389 leaf_weight=9.8929008734501469 434.54857257964596 12.527988878132872 3.3221014425034801 61.199402263089155 91.384419266224313 21.032831134872652 8.8633475890972857 leaf_count=36815 33706 1532 216 1211 3802 7418 5478 internal_value=0 -0.0287962 0.0157976 0.00129208 -0.0114654 0.00558057 -0.0653727 internal_weight=0 34.6063 15.8501 608.165 152.584 455.581 18.7562 internal_count=90178 44041 1748 46137 5013 41124 42293 is_linear=0 shrinkage=0.1 Tree=1707 num_leaves=8 num_cat=0 split_feature=9 0 10 6 5 1 1 split_gain=2.03084 16.707 11.4724 9.34406 4.79011 6.95564 6.87029 threshold=6.826285430858122 8.0428628054091664 8.4996746447070937 9.5441054420294158 9.686550327785417 8.1686944782077031 9.9765741291578234 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00446900922624724 0.059764822151362612 0.054519976771886428 -0.043615788595576382 -0.060296091168064281 -0.02845562511166155 -0.00076794883295652771 -0.031398202472390647 leaf_weight=290.31894700791236 27.161894069287428 80.775632581280661 58.812622826357256 6.9420912383957321 93.465431692023685 2298.0966716776738 10.966031846473014 leaf_count=7402 1514 1721 1795 113 3928 73147 558 internal_value=0 0.00610407 -0.0037325 0.0448561 -0.0012944 -0.00186146 0.0334129 internal_weight=0 436.849 349.132 87.7177 2429.69 2391.56 38.1279 internal_count=90178 11031 9197 1834 79147 77075 2072 is_linear=0 shrinkage=0.1 Tree=1708 num_leaves=6 num_cat=0 split_feature=0 8 10 8 3 split_gain=2.46056 3.61707 2.80728 2.60955 1.52241 threshold=13.365415874404215 14.914060284370994 10.944792569123768 14.934514569198791 9.96397656025019 decision_type=2 2 2 2 2 left_child=1 -1 -3 4 -2 right_child=3 2 -4 -5 -6 leaf_value=-0.075109082032992977 0.13814302797303199 0.000617788947966835 -0.014726713215086501 -0.017474188698011997 0.035286561857851444 leaf_weight=5.4090750512136756 2.004620199557392 3420.9017805485564 122.53276755641446 3.8110199747607112 4.7355685213042307 leaf_count=47379 55 36545 5900 46 253 internal_value=0 -5.25652e-05 8.31674e-05 0.0461759 0.0797727 internal_weight=0 3548.84 3543.43 10.5512 6.74019 internal_count=90178 89824 42445 354 308 is_linear=0 shrinkage=0.1 Tree=1709 num_leaves=8 num_cat=0 split_feature=8 5 9 0 10 8 2 split_gain=3.02961 5.18486 4.84475 3.35091 4.4419 1.15687 1.10486 threshold=14.907335691510722 13.392789936838307 5.8676095620559154 12.600483769282265 10.513696304775134 14.89000377268126 15.776575170731963 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.057360830216628578 -0.00056515237057656095 0.00046080511405274045 -0.068894831864736619 -0.01904003644846847 0.014066530294860304 0.084613223077985203 -0.090477542058626681 leaf_weight=2.7606594246285345 3464.6613786766948 2.8988166129811352 20.638471955239794 4.9197834483766183 219.69511545416799 2.7758095191866232 4.1480085494113155 leaf_count=292 35662 472 42813 446 9513 819 161 internal_value=0 -0.0317148 -0.0522586 0.000153555 0.000310903 0.0481345 -0.0574597 internal_weight=0 29.0738 23.3991 3693.42 3684.36 5.67463 9.06779 internal_count=90178 44396 43105 45782 45175 1291 607 is_linear=0 shrinkage=0.1 Tree=1710 num_leaves=5 num_cat=0 split_feature=3 5 9 3 split_gain=1.71593 1.95258 4.43959 3.00281 threshold=6.2423815403969032 10.408931102912307 8.7663590102128701 10.902933712826181 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.070002230611172472 0.013616369937400894 -0.031300058494963694 0.0018480508818397271 -0.062976767349230384 leaf_weight=2.5399759377352202 115.49749411483231 50.438605448172524 187.89558141424013 4.3735175614920072 leaf_count=389 14190 49521 25869 209 internal_value=0 -3.6404e-05 -0.00526854 0.0103239 internal_weight=0 358.205 238.334 119.871 internal_count=90178 89789 75390 14399 is_linear=0 shrinkage=0.1 Tree=1711 num_leaves=5 num_cat=0 split_feature=2 8 2 8 split_gain=1.98563 2.13701 6.67885 3.60913 threshold=8.0459400115095168 14.390433651313669 14.39239497677625 14.626033213993869 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.072348276263155931 0.061944882533496941 -0.02906334656812902 -0.030934504868684327 0.00044010509499706207 leaf_weight=2.7731185152483695 18.784113251440889 41.238090991201261 11.926818308902055 2257.4342576388603 leaf_count=1089 598 2473 756 85262 internal_value=0 0.000254039 0.0260364 -0.000101594 internal_weight=0 2329.38 30.7109 2298.67 internal_count=90178 89089 1354 87735 is_linear=0 shrinkage=0.1 Tree=1712 num_leaves=8 num_cat=0 split_feature=0 4 10 4 10 1 1 split_gain=2.03671 6.44564 11.7994 5.77526 4.93817 20.9012 9.11572 threshold=10.006136745501419 12.563960262540141 9.2430303801462212 16.726562403129865 9.7616574291594009 9.6007730790713079 9.8341372548832418 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.001106134446351179 -0.06733715605508081 -0.052170743722774506 0.13690523714025743 0.0015085501815433808 0.051047177225704822 -0.071541427855219872 -0.0030051258863762155 leaf_weight=1916.1719541262985 3.9319985727448721 37.433683621876291 6.0478800637217773 41.771854833114624 53.133379412603858 39.438373601494732 73.404464674931091 leaf_count=53044 116 11510 890 9831 2914 3212 8661 internal_value=0 -0.0145013 0.0576313 -0.0241952 0.000848424 -0.000394749 0.0199138 internal_weight=0 89.1854 9.97988 79.2055 2082.15 1955.61 126.538 internal_count=90178 22347 1006 21341 67831 56256 11575 is_linear=0 shrinkage=0.1 Tree=1713 num_leaves=5 num_cat=0 split_feature=8 0 9 8 split_gain=1.42465 1.35301 14.2778 4.99008 threshold=14.927853812706594 8.4389157441427276 7.3021519816161264 14.892420099699093 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0083431240158065821 -0.063964574377887246 0.086736190350501688 -0.00013900341918063393 -0.022548275640666308 leaf_weight=103.84958632408035 2.4846323899314475 18.374416165913317 802.38087443369227 103.52856097050238 leaf_count=3667 23062 2088 51208 10153 internal_value=0 8.41724e-05 0.00190907 -0.00711287 internal_weight=0 1028.13 820.755 207.378 internal_count=90178 67116 53296 13820 is_linear=0 shrinkage=0.1 Tree=1714 num_leaves=8 num_cat=0 split_feature=3 5 2 8 2 3 1 split_gain=2.21734 4.33156 6.59927 4.42563 3.42983 5.27157 4.99002 threshold=9.9403614706405197 14.159599337070288 13.258010044317734 14.89000377268126 13.316620011614498 7.5962174749703495 11.205649216073217 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.030226012850053042 0.048430266600076294 0.062911432396240335 -0.030035307645403315 -0.072024373980050613 0.0048036609531389683 -0.039002916680904762 -0.056002269822584466 leaf_weight=13.91905711068125 11.320274263041396 11.409192823033662 85.609016994507684 2.139069790614669 766.02358977551125 42.289391256270505 12.741809328775274 leaf_count=808 5727 98 12039 2700 64877 3277 652 internal_value=0 -0.0130077 -0.0204704 0.0381207 0.00200662 -0.0216309 0.00373824 internal_weight=0 110.478 96.9293 13.5483 834.974 56.2084 778.765 internal_count=90178 20564 17766 2798 69614 4085 65529 is_linear=0 shrinkage=0.1 Tree=1715 num_leaves=8 num_cat=0 split_feature=8 7 5 4 3 5 4 split_gain=2.93364 7.95285 8.36161 5.46833 5.2277 9.74079 4.88534 threshold=14.920443849601547 6.1430139522990919 11.9920242837737 14.094954668298035 10.782706679584985 12.851891156868666 19.992260924989491 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0086725281162878028 0.024736986870454128 -0.023301266177272469 0.015064147079928709 -0.065308490959400431 0.019914410861859203 -0.076548304543139156 -0.061176971488944146 leaf_weight=114.8744479878608 8.5618634332202941 67.844007751800632 325.50751552528959 24.512335341407223 67.816037737901752 25.007691472200719 7.3523983162492632 leaf_count=47492 5008 13110 8469 7125 5891 2806 277 internal_value=0 0.00440957 0.0084047 -0.0419567 -0.00988802 -0.0212644 0.0112836 internal_weight=0 426.426 393.352 33.0742 215.051 139.882 75.1684 internal_count=90178 33712 21579 12133 56466 50298 6168 is_linear=0 shrinkage=0.1 Tree=1716 num_leaves=8 num_cat=0 split_feature=2 6 7 1 10 3 9 split_gain=1.87625 5.95216 5.22759 4.76162 19.213 6.75333 4.11319 threshold=15.291522704552316 7.0889519754575963 3.9169018927373669 9.5282148329531555 9.5121305882254692 8.8993085308512256 9.9119946517911721 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0052944973297447268 0.03425432934837766 0.034320114055569638 -0.010333833130237485 0.088522713360896149 0.0046405480077294338 0.011247251563817631 -0.033537859630623355 leaf_weight=1206.7150851409842 54.881294844287368 26.585030244250447 541.60097583173365 27.441629909730182 688.45515853123834 309.21776306376614 9.8264480691650515 leaf_count=32856 1277 665 22782 663 22497 9328 110 internal_value=0 -0.00490515 -0.00818788 0.0012594 0.0079749 -0.00191515 0.0236057 internal_weight=0 632.894 568.186 2231.83 715.897 1515.93 64.7077 internal_count=90178 24834 23447 65344 23160 42184 1387 is_linear=0 shrinkage=0.1 Tree=1717 num_leaves=6 num_cat=0 split_feature=5 8 8 0 8 split_gain=2.46534 4.31775 2.60171 10.9677 7.19399 threshold=8.5716343871812661 14.928054595819104 14.926590534404822 8.2091983450132151 14.929480048055597 decision_type=2 2 2 2 2 left_child=1 -1 3 -2 -4 right_child=2 -3 4 -5 -6 leaf_value=-0.032781590223955326 -0.014574411475373479 0.1186916529856516 -0.010980355699802498 0.015665692438324968 0.0012566385652570593 leaf_weight=2.6183429682960186 173.40175261205377 3.5406275900313631 599.92805885339476 383.47565227444238 2394.8959788781794 leaf_count=344 9308 23 5305 55699 19499 internal_value=0 0.0587123 -2.99361e-05 0.00624021 -0.00119754 internal_weight=0 6.15897 3551.7 556.877 2994.82 internal_count=90178 367 89811 65007 24804 is_linear=0 shrinkage=0.1 Tree=1718 num_leaves=8 num_cat=0 split_feature=0 9 10 5 8 8 10 split_gain=2.76255 10.9148 9.06086 13.4598 8.22556 7.33571 4.58543 threshold=8.9880901250873055 7.702442124845974 9.3322120462446776 10.985875223397763 14.933544764719667 14.92740058012337 9.9136803710815418 decision_type=2 2 2 2 2 2 2 left_child=2 4 5 -4 -2 -1 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.01277960757665653 -0.059753539936650536 -0.0065113953213211985 -0.022700903509447878 0.025008462913849689 0.014720885832025413 0.0023250830507794713 0.0055955193966007776 leaf_weight=403.20154731625257 55.720890390987961 755.15773295867302 72.096364412552703 311.66326176072266 19.617527921858709 1571.0516126041766 532.62964276982598 leaf_count=22108 1374 21798 1010 4417 220 12251 27000 internal_value=0 -0.00368256 0.00197095 0.0160097 -0.0404222 -0.000764655 -0.00150351 internal_weight=0 1363.13 2358.01 383.76 75.3384 1974.25 1287.79 internal_count=90178 50392 39786 5427 1594 34359 48798 is_linear=0 shrinkage=0.1 Tree=1719 num_leaves=5 num_cat=0 split_feature=9 8 6 2 split_gain=1.65482 2.05667 4.1762 1.34821 threshold=5.9991806917619623 14.582277153272187 6.3752834714674353 14.425935507951172 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.072951944254162515 0.0019173498462845785 -0.07601119237496512 -0.0021253476879335874 0.028405384309249139 leaf_weight=2.1565381690095924 41.716901971847733 6.8725385245107864 273.657525566819 34.875087563059424 leaf_count=1091 1034 3585 82741 1727 internal_value=0 -0.000226724 -0.004199 0.014189 internal_weight=0 357.122 280.53 76.592 internal_count=90178 89087 86326 2761 is_linear=0 shrinkage=0.1 Tree=1720 num_leaves=8 num_cat=0 split_feature=2 6 8 8 3 3 7 split_gain=1.97997 2.5569 2.35425 2.28625 2.89636 2.62765 1.17898 threshold=12.562335490553524 4.9317471713750249 14.892420099699093 14.572237689267261 9.350372350165296 7.9669469790425067 1.9097346632798751 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.050119858315256095 0.0056833330398650466 0.0064154621088166296 -0.0011015314630342054 -0.076437586408624747 0.03939777582365632 -0.048467578897863427 -0.075618249945322374 leaf_weight=5.2941557860187576 2.286458113031073 545.10433835966774 1756.6653922236389 10.261618614215108 2.0102833654274326 3.7594852719412302 5.4199480987986703 leaf_count=93 231 30903 50475 1240 6704 152 380 internal_value=0 0.000476352 0.000680653 -0.0294475 -0.0559236 0.00843291 -0.0536142 internal_weight=0 2309.48 2301.77 21.3255 12.2719 9.05364 7.70641 internal_count=90178 81989 81378 8189 7944 245 611 is_linear=0 shrinkage=0.1 Tree=1721 num_leaves=6 num_cat=0 split_feature=6 1 9 1 0 split_gain=2.01152 2.55866 6.45625 1.15452 0.436109 threshold=13.809415562131212 12.023415536735598 11.106252811926138 11.77202577662645 11.791867544816983 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -3 right_child=3 4 -4 -5 -6 leaf_value=0.00023650218346775388 -0.087537611078973898 -0.017045148023254929 0.084103434390950638 0.0028961703656548263 -0.076017567565220545 leaf_weight=2149.5669307964627 3.099931705493673 2.6533155536926492 8.2184718491871518 2.0580712617754386 3.9240072001357618 leaf_count=83845 501 1480 1843 915 1594 internal_value=0 0.000391314 0.000594741 -0.0568434 -0.057617 internal_weight=0 2164.36 2157.79 5.158 6.57732 internal_count=90178 88762 85688 1416 3074 is_linear=0 shrinkage=0.1 Tree=1722 num_leaves=8 num_cat=0 split_feature=3 8 1 8 3 8 3 split_gain=1.45592 6.14447 4.84635 4.46591 7.11496 3.22533 3.05892 threshold=7.2820048901685555 14.889502581986347 7.729124636002541 14.909654479947964 8.2558662431749443 1.0000000180025095e-35 7.7224334484176778 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.045821993549932272 -0.026518131994673705 -0.012989712798317629 0.069670458263314763 0.033571386676860965 -0.063370636523289656 -0.060676762234175112 0.0015099553037987055 leaf_weight=2.9375233612951197 39.67705825573853 10.28252521192451 20.042263082122417 9.9466295096210953 24.986338951113872 10.80736733780668 910.20320019351573 leaf_count=21 1695 650 1074 8561 35236 419 42522 internal_value=0 0.0173833 0.0421221 -0.000996214 -0.0356018 -0.0363521 0.000312549 internal_weight=0 44.0697 30.3248 984.813 34.933 13.7449 949.88 internal_count=90178 2164 1724 88014 43797 440 44217 is_linear=0 shrinkage=0.1 Tree=1723 num_leaves=8 num_cat=0 split_feature=8 6 8 1 8 0 7 split_gain=2.1066 6.4333 5.39176 4.40707 3.67763 3.36939 1.64101 threshold=14.890626881336633 7.6555212302130498 14.890401190624855 7.8263929955765201 14.890157152163896 8.709272452008074 5.4661887287676034 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.00015840253884151479 0.058862122638658303 -0.1067514928695965 0.0764597597194204 0.014491519189957613 -0.032951394303677779 -0.025900553406013656 -0.0027690986244754533 leaf_weight=763.59119418554451 6.8870832418806129 7.3851698311813641 12.239161061588673 93.04407446139885 34.802295297413366 15.842297209291347 9.3646905489947567 leaf_count=20611 6418 14173 282 9658 1065 29638 8333 internal_value=0 -0.02213 0.00118745 0.0223469 -0.00162729 -0.0549523 0.0252467 internal_weight=0 39.4792 903.677 105.283 798.393 23.2275 16.2518 internal_count=90178 58562 31616 9940 21676 43811 14751 is_linear=0 shrinkage=0.1 Tree=1724 num_leaves=6 num_cat=0 split_feature=8 0 6 9 9 split_gain=2.87204 3.75294 8.27324 6.46156 3.1088 threshold=14.890626881336633 12.907788471437533 12.684463994435214 11.673435897653535 12.6516178282226 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.074220054750093092 -0.0004163811366054738 -0.11127213568272516 0.01069758845517269 0.043160859190777404 0.043759132993861971 leaf_weight=8.705352153928116 570.04967743677298 8.3716130059726783 13.294215072462974 35.185363281621903 2.1746991824159627 leaf_count=31419 55827 172 358 2205 197 internal_value=0 0.000691401 -0.0392611 0.002184 -0.04894 internal_weight=0 626.901 21.6658 605.235 10.8801 internal_count=90178 58562 530 58032 31616 is_linear=0 shrinkage=0.1 Tree=1725 num_leaves=8 num_cat=0 split_feature=1 5 9 10 10 6 10 split_gain=1.92698 14.7101 11.2957 8.88678 8.57122 7.8917 5.77051 threshold=9.6660008048806585 11.786916847505177 8.6585318033535295 9.6994990002062398 10.201812043951263 10.211823771337514 9.7121064588009336 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0021340412965427202 0.050001664018643283 0.039313143254301748 0.006061884439896973 -0.040855795012057911 0.10087821102450337 0.026169636568690126 -0.0055246415595516171 leaf_weight=1720.1774978801386 101.89711431717478 28.961334310885377 136.35653838657663 79.960183147496991 3.5663368928708215 103.49196605048837 686.17313623110977 leaf_count=52234 2277 638 11058 2011 44 2536 19380 internal_value=0 0.0035197 0.0249846 -0.00198386 -0.0336823 -0.000514366 -0.00365645 internal_weight=0 953.388 238.254 1907.2 83.5265 1823.67 715.134 internal_count=90178 33353 13335 56825 2055 54770 20018 is_linear=0 shrinkage=0.1 Tree=1726 num_leaves=8 num_cat=0 split_feature=6 0 3 7 4 4 3 split_gain=2.43811 5.85519 10.1009 7.67324 5.35568 7.15573 6.96568 threshold=8.8121809137436529 9.7559116383752684 9.5371471574215274 7.5165693119926384 16.018212335373509 14.785904527773491 10.054061419025016 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0034247397388666016 -0.01226842894959166 0.03129193671499144 0.03500710487259559 -0.0051029256092061225 0.007197927747652013 -0.0092557342528090409 0.054430683461672694 leaf_weight=1312.235445762504 641.49250466893773 93.951558226266201 47.65580768989048 147.98273145916974 609.44908881292281 672.14195525910623 31.95238617146083 leaf_count=23864 15827 4398 3594 19723 10604 11303 865 internal_value=0 -0.00425725 -0.00895326 0.0091011 0.00169586 -0.000872848 0.00963197 internal_weight=0 931.083 689.148 241.934 2625.78 1984.38 641.401 internal_count=90178 43542 19421 24121 46636 35167 11469 is_linear=0 shrinkage=0.1 Tree=1727 num_leaves=8 num_cat=0 split_feature=4 7 9 0 9 6 0 split_gain=2.68372 7.61538 10.8511 6.47664 12.7631 10.9114 5.70228 threshold=14.301926889615173 7.243913904857469 7.338784167137411 8.2347183858967803 6.826285430858122 8.2457889140767495 7.844908726284209 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.010178663218058054 0.0028331903960925921 0.037796417774626542 0.010520750710344598 -0.081629590704399929 -4.8090286914753175e-05 0.035844678105240314 -0.029215677954424632 leaf_weight=558.6998318884971 368.08575864903628 12.982050458442272 461.55758185258651 18.361930732733526 2004.4651802656138 136.64313093968485 153.78331263911988 leaf_count=10304 5573 275 10132 304 55283 2387 5920 internal_value=0 -0.00406067 -0.000813255 0.00170157 -0.000828603 0.0118235 -0.0238048 internal_weight=0 1187.02 1020.26 2527.56 2022.83 504.729 166.765 internal_count=90178 26631 20436 63547 55587 7960 6195 is_linear=0 shrinkage=0.1 Tree=1728 num_leaves=6 num_cat=0 split_feature=10 8 1 1 5 split_gain=1.58235 2.1384 4.44565 2.70944 0.571113 threshold=6.4024571332175748 14.390433651313669 8.7228285616283561 7.2142317139668188 8.9869286411848712 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.016842275346683568 0.077425562757047636 -0.040886349249687558 0.00095874943680904256 0.0098058715101913066 -0.07955806364328015 leaf_weight=3.9749428793273855 5.9797443235877372 26.941532890328517 277.48898518245312 42.155453816485533 2.2034035843816469 leaf_count=90 56 24520 63958 1264 290 internal_value=0 0.000249349 -0.0028662 0.0196109 -0.047176 internal_weight=0 352.566 304.431 48.1352 6.17835 internal_count=90178 89798 88478 1320 380 is_linear=0 shrinkage=0.1 Tree=1729 num_leaves=8 num_cat=0 split_feature=1 10 8 9 9 5 10 split_gain=1.91164 16.2671 7.33193 6.5956 4.17438 10.198 6.89037 threshold=8.1686944782077031 8.2315749267769256 14.889694625839871 7.0015175062705408 7.4573717224836269 11.335184995226163 9.2635099810756518 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.003888638852713921 0.010827870538100611 0.029985892118016527 -0.080759992705882994 -0.023587928647165111 -0.020105781267260429 0.0041101395736833713 -0.020629498924032118 leaf_weight=575.03020169155161 670.49221872560884 6.5904087592407441 35.977173315730852 101.98221506524783 239.90531247218246 624.43671031399754 76.757894393212155 leaf_count=8013 15264 90 713 2569 22090 39053 2386 internal_value=0 -0.00409092 -0.0633194 -0.000278997 0.00210454 -0.00262666 0.0075733 internal_weight=0 719.58 42.5676 677.012 1611.59 864.342 747.25 internal_count=90178 11385 803 10582 78793 61143 17650 is_linear=0 shrinkage=0.1 Tree=1730 num_leaves=8 num_cat=0 split_feature=7 10 1 1 4 3 10 split_gain=1.82714 2.08346 13.2699 10.15 0.884896 0.54167 0.0674112 threshold=11.815202653263983 9.5236183516772375 9.3600827269711875 9.46916073755804 17.123788765926573 8.9262020093508241 9.3532761994643625 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.00074625040798625931 0.023158399940398221 0.051488666466705718 -0.045452364443539402 0.00036392453330869571 -0.027979029674353447 -0.034490566154499691 -0.075647850506461875 leaf_weight=1793.7762083619234 2.4243352636275413 44.749855492320592 63.405621823086449 256.95623844510266 2.2224142967370426 2.1353028752791445 3.3437681023184966 leaf_count=46723 116 1902 4172 33553 91 1929 1692 internal_value=0 0.000398836 -0.000854618 0.00809193 -0.0402301 -0.00518671 -0.0637748 internal_weight=0 2158.89 1857.18 301.706 10.1258 4.55964 5.56618 internal_count=90178 86350 50895 35455 3828 2045 1783 is_linear=0 shrinkage=0.1 Tree=1731 num_leaves=8 num_cat=0 split_feature=6 7 5 7 8 6 8 split_gain=1.41277 6.97406 7.16282 3.83659 3.41443 3.20731 2.22179 threshold=4.9317471713750249 4.7362078189612253 9.5142398139584579 1.0000000180025095e-35 14.720838954779337 7.8950071944924058 14.894913004998687 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.09472085613744767 -0.0036716137908158857 0.091863598105960315 0.018724885937778081 -0.052004751298534491 -0.0013433681794800783 0.063031139961807189 -0.01278208332157563 leaf_weight=6.5787969840831719 12.390211171823696 10.958948252515254 20.096616209302738 12.494623964786113 946.37676046793638 15.89613995964555 2.1719729461028683 leaf_count=225 643 188 431 4542 83362 666 121 internal_value=0 0.018017 -0.0116652 -0.00097013 -0.00205701 0.0346858 0.0748746 internal_weight=0 39.8063 26.6754 987.158 958.871 28.2864 13.1309 internal_count=90178 965 656 89213 87904 1309 309 is_linear=0 shrinkage=0.1 Tree=1732 num_leaves=8 num_cat=0 split_feature=8 8 10 5 1 4 1 split_gain=2.07087 9.69109 9.5108 7.23763 13.0169 6.92737 6.06938 threshold=14.886609811404641 14.877113625005363 11.183393178897912 12.248217735387291 11.160411057458875 15.348409691620445 9.7900452440640446 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.0076882582723425928 0.012439896850872415 -0.045523453180488942 0.04669655515744707 0.049623979627233937 -0.02937511307604759 -0.018121918617683242 -0.022927355048475491 leaf_weight=373.62610280185186 153.97526945591233 80.09021839241359 12.143125173862243 76.060401431819599 27.838930050702714 141.25712174869108 77.292786905787352 leaf_count=5892 31489 1490 285 12964 6482 25377 6199 internal_value=0 -0.00366183 -0.0330115 0.00581509 0.0283786 -0.00219455 0.00240126 internal_weight=0 543.152 92.2333 399.132 103.899 295.232 450.919 internal_count=90178 13866 1775 76312 19446 56866 12091 is_linear=0 shrinkage=0.1 Tree=1733 num_leaves=7 num_cat=0 split_feature=4 2 4 8 8 8 split_gain=2.74128 3.11092 4.27252 4.18464 1.98829 0.604117 threshold=11.208036567932256 13.129790129782949 18.665636714938604 14.918440503101598 14.925762802849045 14.91888241682727 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.027028389137733918 0.029879131608200729 -0.018921732726873274 -0.042193441461029324 0.0024151179298684934 0.0059896727356386157 -0.11055480373562505 leaf_weight=2.1434770845743838 60.183825455235763 114.93476016253101 8.6080564078088724 442.9025436966707 3.4979113777530415 3.1569860648203303 leaf_count=3209 8922 44117 736 31720 1128 346 internal_value=0 0.000479763 0.0203852 -0.00200704 -0.0528248 -0.0864282 internal_weight=0 626.629 68.7919 557.837 8.79837 5.30046 internal_count=90178 85495 9658 75837 4683 3555 is_linear=0 shrinkage=0.1 Tree=1734 num_leaves=8 num_cat=0 split_feature=1 10 3 8 10 1 3 split_gain=2.09574 18.4563 14.4119 7.06039 5.24444 11.018 4.16884 threshold=10.227157027100999 10.220147875955425 7.9328841361353648 14.923906681889694 9.956678350559681 9.8186958237416775 7.2031987994230624 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0013488420299382687 -0.06539404464740585 0.011881618814729319 0.099005696608094884 -0.010998548973283716 0.043484329862736953 0.036753354657776398 -0.019594451190802373 leaf_weight=1993.1531749738642 5.6636477662250391 271.52796890013542 31.267709659603497 266.00431257699347 10.123464667325605 77.896111679426213 201.57444773491898 leaf_count=60014 45 15154 1193 4536 86 3031 6119 internal_value=0 0.00531804 0.0727347 0.000559694 -0.00143437 0.0001013 -0.0163877 internal_weight=0 574.464 36.9314 537.532 2282.75 2071.05 211.698 internal_count=90178 20928 1238 19690 69250 63045 6205 is_linear=0 shrinkage=0.1 Tree=1735 num_leaves=8 num_cat=0 split_feature=8 3 6 6 5 8 5 split_gain=2.42826 3.91369 7.01894 4.57944 2.68242 5.58407 5.02533 threshold=14.936789616334687 7.0970597227589947 9.9882884293763876 9.8217001767808494 12.507091176668071 14.944547033785014 14.159599337070288 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.035927466923400028 0.0092042519902626897 0.0011713282116044572 0.07125640988656344 -0.012410606246375522 0.05189303063930302 -0.09744250338866095 -0.014508542125650479 leaf_weight=56.928837441106339 59.746257577746292 3107.4154347425078 5.8964470862027829 268.79690573766902 35.126069713849574 4.3414523428218663 16.114945881534368 leaf_count=1083 751 64602 115 22962 216 330 119 internal_value=0 -0.000377086 -0.0249089 8.66488e-05 0.014313 0.000593651 0.0311322 internal_weight=0 3439.04 62.8253 3376.21 115.329 64.0877 51.241 internal_count=90178 88762 1198 87564 1416 1081 335 is_linear=0 shrinkage=0.1 Tree=1736 num_leaves=8 num_cat=0 split_feature=1 3 5 5 3 6 5 split_gain=2.80041 19.309 31.5111 13.4525 8.26604 14.2304 12.0016 threshold=9.0495215159143516 8.1680235874929625 10.95385024485944 11.324260268328155 8.5056581762906216 8.6800766024657499 10.965351045648598 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.015359620077612591 0.0034664923704294474 -0.039819478453082056 0.0055920328154341753 -0.048911732161183386 -0.0149416422972736 0.016034313705051744 -0.0058232593166588128 leaf_weight=743.32933760625292 74.479698243947269 169.81408179070559 1448.1656984597785 141.82078510691895 507.17244039834299 208.50295604084937 416.81213214711806 leaf_count=13351 877 11723 38796 2192 9971 5485 7783 internal_value=0 -0.00295427 0.000804244 -0.0309432 0.00253935 -0.00590741 0.00775064 internal_weight=0 1834.28 1617.98 216.3 1875.82 715.675 1160.14 internal_count=90178 53588 50519 3069 36590 15456 21134 is_linear=0 shrinkage=0.1 Tree=1737 num_leaves=5 num_cat=0 split_feature=2 8 9 7 split_gain=1.61358 1.74324 5.30103 2.3056 threshold=8.0459400115095168 14.828882741269299 8.1597086361600848 10.248803211160039 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.071642036822006303 0.0048947038734961437 -0.06288548251819702 -0.0015087921527444244 0.054302258564876339 leaf_weight=2.1895497317932486 128.60201861020943 14.121632993130957 203.54977873926492 9.2220459499440022 leaf_count=1089 7650 45065 35602 772 internal_value=0 -0.000196666 -0.00576003 0.00856799 internal_weight=0 355.495 217.671 137.824 internal_count=90178 89089 80667 8422 is_linear=0 shrinkage=0.1 Tree=1738 num_leaves=8 num_cat=0 split_feature=5 3 10 9 7 7 10 split_gain=1.90113 5.3465 6.15498 5.73226 3.30585 5.11557 3.67106 threshold=10.367456900581763 7.7224334484176778 8.2124917739664038 6.6135652086193844 1.0000000180025095e-35 1.9097346632798751 8.0582858367092154 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.01734470011331583 0.025968115967235902 0.010268219973323381 -0.025239368684610256 -0.091671662377160124 0.062975069734108102 0.0012445103027774545 -0.093286557365537093 leaf_weight=80.989653780747545 3.3936330444716969 184.39875405106184 65.269086136838894 11.052949544461283 12.51743391482796 1963.9537728347539 6.471088145199019 leaf_count=1520 141 3370 7941 671 184 75729 622 internal_value=0 -0.00669917 0.000922038 -0.0271596 0.00136555 0.00166711 -0.0536468 internal_weight=0 341.71 249.668 92.0426 1986.34 1976.47 9.86472 internal_count=90178 13502 11311 2191 76676 75913 763 is_linear=0 shrinkage=0.1 Tree=1739 num_leaves=8 num_cat=0 split_feature=3 5 3 3 5 2 0 split_gain=1.86643 7.23556 7.94388 4.24825 4.35064 3.30363 3.1999 threshold=7.5962174749703495 10.020714679806042 9.55635206054348 7.2820048901685555 11.241303744593743 14.216007788343598 8.5887716020283307 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.0026304413545113598 -0.032437080450631726 -0.010514607085137738 0.13355026015873886 0.02933462639857224 -0.063218403505141504 0.0022460453135585054 -0.032737687573553234 leaf_weight=61.973282691394786 92.25897843156838 229.89632794736735 2.0042612794242123 89.293539086191004 10.955788283892444 1671.4372884571812 8.3225588074524222 leaf_count=1348 3862 20112 1816 1553 816 60094 577 internal_value=0 -0.000648726 -0.0275429 0.0102209 -0.00798303 0.000698398 0.0237642 internal_weight=0 1995.6 94.2632 170.545 72.9291 1901.33 97.6161 internal_count=90178 85884 5678 4294 2164 80206 2130 is_linear=0 shrinkage=0.1 Tree=1740 num_leaves=8 num_cat=0 split_feature=4 7 8 7 2 0 3 split_gain=1.42781 5.18663 6.66069 4.42924 4.0742 4.03048 3.69501 threshold=15.329522413785304 8.4833054714001737 14.883632987558505 2.5025773517038084 14.013900857802197 8.8547259212940403 11.550983888816198 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=-0.029808988755683392 0.06525484890568331 0.062425017304620946 0.0057539203137562068 -0.022390793220679252 0.009262517590410916 -0.00085984363569452545 -0.035087448304176573 leaf_weight=62.002627213624294 14.874796214287473 23.983814556902601 319.97909564433303 106.30836978424458 35.078201488230988 458.55925901329277 4.0735463621276713 leaf_count=5787 531 1583 32075 12642 4138 33354 68 internal_value=0 0.00421369 -8.13524e-05 -0.00331725 0.0315306 -0.00494439 0.0430056 internal_weight=0 441.044 381.982 583.816 59.062 564.868 18.9483 internal_count=90178 43583 37862 46595 5721 45996 599 is_linear=0 shrinkage=0.1 Tree=1741 num_leaves=6 num_cat=0 split_feature=2 1 3 3 7 split_gain=1.98431 2.11016 4.8775 2.49623 0.333163 threshold=11.682578314229954 6.7811729855112457 7.0970597227589947 8.5876976612772236 8.2352132562576905 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.064452628222312028 0.045683727509795519 0.0079236656316578908 -0.089323584909450568 -0.0027759904854473085 -0.012061496606224359 leaf_weight=4.3568208542038134 3.394504251891119 351.07500900589946 6.4850961450570281 571.86865009267649 2.2751507336988119 leaf_count=1047 243 30281 383 53212 5012 internal_value=0 0.000783455 -0.0430014 0.00129818 -0.0504148 internal_weight=0 932.823 9.8796 922.944 6.63197 internal_count=90178 84119 626 83493 6059 is_linear=0 shrinkage=0.1 Tree=1742 num_leaves=6 num_cat=0 split_feature=3 6 7 8 8 split_gain=2.64803 2.66618 6.62607 2.95475 1.42961 threshold=8.0952447286945013 14.449155322989613 11.472174393209933 14.930690994557574 14.929480048055597 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.081672672810809546 0.0044455181201209669 -0.10470718723300579 0.012104405430297225 -0.015854341787688544 0.0056006688341420346 leaf_weight=5.077460388155564 525.46048933195937 7.1657434308594956 11.536836966299232 82.017181999494255 2.5393823584877637 leaf_count=9174 64338 273 410 11988 3995 internal_value=0 0.000511728 -0.0356939 0.00168323 -0.0553033 internal_weight=0 626.18 18.7026 607.478 7.61684 internal_count=90178 77009 683 76326 13169 is_linear=0 shrinkage=0.1 Tree=1743 num_leaves=8 num_cat=0 split_feature=8 8 10 6 10 0 10 split_gain=2.02916 4.48417 4.70715 3.28476 5.14173 3.6727 1.16665 threshold=14.892420099699093 14.890362634532156 8.2124917739664038 4.3397287074235171 10.147179762804676 10.764345510417717 11.136868785666392 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.023969603875138492 0.06848691648157916 -0.08283950272358373 -0.016827479401516712 -0.00099375583540133364 -0.028260112604123561 0.01182101923420284 -0.011281974766117732 leaf_weight=37.686225306476217 15.648591610195583 9.2812932618101041 104.44165402939007 2431.0628009547963 7.5190372427459797 245.29639411951939 3.3776879475371961 leaf_count=1989 154 11182 19332 49855 70 7418 178 internal_value=0 -0.0112212 -0.00591795 0.000516218 0.0372176 0.000184733 -0.0659702 internal_weight=0 154.787 142.128 2699.53 23.1676 2676.36 12.659 internal_count=90178 32681 21321 57497 224 57273 11360 is_linear=0 shrinkage=0.1 Tree=1744 num_leaves=8 num_cat=0 split_feature=10 9 3 10 2 8 2 split_gain=2.65745 3.23523 6.38968 4.57349 1.87228 3.48199 2.03421 threshold=7.0247843423256073 6.1590167640532769 8.6950138810570561 8.190698340910485 14.051223246799227 14.926867895088117 15.281584004078644 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.069080506033150857 -0.023773291993979085 0.010078635477805367 0.099786276656154804 -0.0010592433265450459 0.069705049253485737 0.026313314770652508 -0.0062085086387621696 leaf_weight=3.9396780547067491 91.312026038680415 419.26861083628455 3.4079723205613837 3002.148138555619 12.329451170647191 16.031149055343121 4.5917561135379392 leaf_count=397 1202 8950 42 78894 431 169 93 internal_value=0 -0.000199036 -0.0183317 0.000308165 0.0264257 0.00509806 0.0499081 internal_weight=0 3516.14 94.72 3421.42 36.892 19.9708 16.9212 internal_count=90178 89088 1244 87844 1090 566 524 is_linear=0 shrinkage=0.1 Tree=1745 num_leaves=8 num_cat=0 split_feature=10 1 1 10 10 3 3 split_gain=2.90472 22.8241 17.2014 18.3789 12.2482 9.65529 9.09126 threshold=8.4537669922524383 8.2831769242572211 8.5212886891278075 8.6196281757617239 8.2315749267769256 8.3912310005437636 7.7224334484176778 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 -2 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.0053326170597279591 0.048558736801841883 -0.13235374897851712 -0.049347421247282801 0.00037762206949885934 0.031330769065183027 0.0062360804500794995 -0.035922860850423892 leaf_weight=402.71135572843423 111.66912100205025 9.93997455414336 75.376464591151489 2774.6674480520082 116.68934403700223 103.99375855714436 113.9705567985564 leaf_count=11314 1503 258 1852 68659 1902 1809 2881 internal_value=0 -0.00627578 0.00111031 -0.000954327 0.00294861 0.0282735 -0.0446561 internal_weight=0 643.311 3065.71 2850.04 519.401 215.663 123.911 internal_count=90178 16355 73823 70511 13216 3312 3139 is_linear=0 shrinkage=0.1 Tree=1746 num_leaves=7 num_cat=0 split_feature=5 3 3 7 2 8 split_gain=1.69645 4.29107 6.20367 3.47844 4.43309 2.94555 threshold=11.107635011826856 7.8384582945823196 9.4161718851066158 5.8130593955156682 12.880374407927007 14.898387588216272 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=-0.0067287585659443969 0.10520282366012204 -0.056438108674232781 -0.001679225273636963 -0.053635472553095413 0.017117916902620486 -0.0732783865783182 leaf_weight=66.619508712288621 2.1701900263070817 24.908739511425807 103.01955828957888 8.4659695901540299 144.679065501244 6.4262648504873132 leaf_count=5955 2614 31126 19861 873 22183 7566 internal_value=0 -0.00994214 -0.0126963 0.00434362 0.012884 -0.0134941 internal_weight=0 130.098 127.928 226.191 153.145 73.0458 internal_count=90178 53601 50987 36577 23056 13521 is_linear=0 shrinkage=0.1 Tree=1747 num_leaves=5 num_cat=0 split_feature=8 8 3 9 split_gain=1.89509 1.87973 6.06786 5.22351 threshold=14.92908783461008 14.897632360894949 6.7046708222886204 7.0574361566189596 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0048928680246955077 -0.067618351347126002 0.11703105307378769 0.0031011257541036716 -0.007628997757089368 leaf_weight=594.90423707821151 3.1148661444995005 3.6984376072559817 969.28821463751729 754.63896311935491 leaf_count=4751 20577 165 31430 33255 internal_value=0 0.000305467 0.0036539 -0.00210959 internal_weight=0 2322.53 972.987 1349.54 internal_count=90178 69601 31595 38006 is_linear=0 shrinkage=0.1 Tree=1748 num_leaves=8 num_cat=0 split_feature=8 8 8 8 10 4 9 split_gain=2.06931 6.06791 18.2561 9.19679 3.15243 3.21977 3.17045 threshold=14.67823852713458 14.834612849217498 14.849259031560523 14.820894537509451 9.3728657674937779 16.76917323082726 7.3147094390121472 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0026117507495496723 -0.0067533198760267796 0.07849369343103961 -0.00026908379272223674 -0.067971881322640967 -0.043427985532606461 0.043004571780618811 0.036267156602601748 leaf_weight=57.571974880760308 110.21155050061429 28.900967821211452 1861.6582939598218 30.670732853335721 16.188517089577321 4.8673621784296293 53.786201005260409 leaf_count=700 3550 710 80572 710 2109 396 1431 internal_value=0 -0.000520527 0.000975823 -0.020466 0.0123359 -0.022404 0.0190455 internal_weight=0 2031.44 1890.56 140.882 132.414 21.0559 111.358 internal_count=90178 85542 81282 4260 4636 2505 2131 is_linear=0 shrinkage=0.1 Tree=1749 num_leaves=7 num_cat=0 split_feature=8 3 8 9 0 9 split_gain=1.40433 1.574 7.89051 2.56037 1.53947 2.17495 threshold=14.91888241682727 7.2820048901685555 14.90142061961137 6.2656170623774905 9.0544377605493036 8.0453243903646356 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.0080152283758785602 -0.051517123719228786 -0.03333379036186198 0.090405559069987929 0.00013549286536052618 -0.069682499271116388 0.067025530290834121 leaf_weight=28.716206892192986 2.1777471593670823 22.418865918775737 10.295208114344858 951.55754522915845 5.0100834774211647 2.0304102757204419 leaf_count=833 19398 913 178 52057 15995 804 internal_value=0 0.00012958 0.0195686 -0.000668298 -0.0371288 0.0075663 internal_weight=0 1012.99 39.0114 973.976 9.21824 4.20816 internal_count=90178 53981 1011 52970 36197 20202 is_linear=0 shrinkage=0.1 Tree=1750 num_leaves=5 num_cat=0 split_feature=8 8 8 5 split_gain=1.99201 2.13009 8.075 7.00365 threshold=14.891696904234349 14.886609811404641 14.877113625005363 11.619214303871553 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0021014946935049095 -0.06798497800260575 -0.0065433395466194255 -0.030303321559483759 0.020101991833135421 leaf_weight=450.17798482373269 3.2496361661570736 205.19782217405918 91.715507881220674 188.32636520054621 leaf_count=12091 57852 8120 1775 10340 internal_value=0 0.000635587 -0.00342874 0.00622678 internal_weight=0 935.418 541.893 393.524 internal_count=90178 32326 13866 18460 is_linear=0 shrinkage=0.1 Tree=1751 num_leaves=8 num_cat=0 split_feature=0 9 9 4 1 10 1 split_gain=2.77553 9.2802 7.61412 7.31314 6.45207 5.75608 1.52191 threshold=9.7267231944542853 8.856342864875355 8.9436524133493673 16.792853280308879 11.006916261631577 9.7616574291594009 9.7609002983862485 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.010044837591459155 -0.027229994711687334 -0.05398290329019563 0.05635231455478798 -0.045284046741596334 -0.073901983233074009 0.0018031720911332089 -0.08067732574064751 leaf_weight=116.03021451871152 9.9679394680456159 18.391505704381302 41.800950298878035 29.017058814589603 3.3172822463261573 399.5509317327402 15.643766484546545 leaf_count=49365 1843 2774 2650 8844 227 23173 1302 internal_value=0 -0.00442236 0.0099868 -0.00125812 0.0453807 -0.000774683 -0.0616808 internal_weight=0 443.554 190.166 145.047 45.1182 417.942 25.6117 internal_count=90178 29092 61086 58209 2877 25947 3145 is_linear=0 shrinkage=0.1 Tree=1752 num_leaves=8 num_cat=0 split_feature=8 8 3 4 3 2 3 split_gain=1.96797 3.62499 2.49076 2.23615 8.39992 5.66532 1.65592 threshold=14.285776060475134 13.719082120470867 6.2423815403969032 13.314555663435245 8.2339801061318667 8.0459400115095168 11.243848622259465 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=0.038555695335172682 -0.0083594710042867726 -0.10500420596143663 -0.029433057919787856 0.081952774246234511 0.016710185457716888 -0.0014816737023054707 -0.0025636228632261201 leaf_weight=7.8739083278919741 233.46063980696044 5.5485771507355812 12.729479578889366 7.1677321627425945 310.15678068745183 2272.7808180937345 2.1460560219184117 leaf_count=45 5312 648 331 949 9263 73568 62 internal_value=0 -0.0258603 -0.00286811 0.00019114 0.00594825 -0.00118356 -0.0800141 internal_weight=0 28.298 20.6034 2823.57 543.617 2279.95 7.69463 internal_count=90178 1086 376 89092 14575 74517 710 is_linear=0 shrinkage=0.1 Tree=1753 num_leaves=7 num_cat=0 split_feature=5 3 7 3 5 10 split_gain=2.44562 7.19813 5.27252 4.61877 5.88215 5.51867 threshold=9.7768630457487724 9.2933265684145319 9.9038533806214399 7.9506990956577619 11.375235484518837 8.2124917739664038 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.013804292206875924 -0.017243688733576398 -0.11438214587581162 0.13732826662654415 0.014462040915478881 0.0060883616047200939 -0.00036945605498488475 leaf_weight=129.3814678493205 323.88253985763765 3.3005970302260996 2.5699853388422289 276.09438287964167 161.2666098308888 2651.3179461571772 leaf_count=2617 5770 1196 104 5840 2528 72123 internal_value=0 0.0131974 0.017225 -0.000464852 -0.0094914 0.00103381 internal_weight=0 135.252 131.951 3412.56 485.149 2927.41 internal_count=90178 3917 2721 86261 8298 77963 is_linear=0 shrinkage=0.1 Tree=1754 num_leaves=8 num_cat=0 split_feature=7 10 1 0 9 1 9 split_gain=2.6501 7.36236 17.605 16.3792 6.6239 22.5142 8.88595 threshold=5.9543022019664429 8.389935938089641 8.2658194265739677 8.2347183858967803 7.2648456547042279 8.8709870479635757 6.4706320775283972 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.014131002318773315 -0.0068339700850712894 0.025145078916125715 -0.08170631956907265 -0.0035100420044518136 0.04293868826389885 0.00053883797248545568 -0.01116401018141281 leaf_weight=193.85993172538804 186.32746953054379 222.5790493310833 36.827218042691811 1849.2160341278695 159.2925414547052 572.74143243437175 482.69232207291498 leaf_count=3240 5532 3124 1253 55894 3639 9277 8219 internal_value=0 -0.00228373 -0.0194995 -0.000420892 0.00322472 0.00981115 -0.00390579 internal_weight=0 2294.95 223.155 2071.8 1408.59 732.034 676.552 internal_count=90178 65803 6785 59018 24375 12916 11459 is_linear=0 shrinkage=0.1 Tree=1755 num_leaves=5 num_cat=0 split_feature=0 5 3 1 split_gain=1.57815 1.93624 8.24459 4.85653 threshold=6.894722906152567 9.9087963333462792 10.267536278534033 9.3390699780847992 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.066465507271265933 0.028012119871757071 -0.028808574193223115 -0.096857662212313081 0.0030601605513714092 leaf_weight=2.6201883055699673 54.142385939997325 59.067733375792159 4.8687712352939334 233.77292580769858 leaf_count=381 4821 43156 323 41497 internal_value=0 -0.000101468 0.0162673 -0.00344412 internal_weight=0 351.852 59.0112 292.841 internal_count=90178 89797 5144 84653 is_linear=0 shrinkage=0.1 Tree=1756 num_leaves=8 num_cat=0 split_feature=1 9 6 10 2 9 8 split_gain=2.01715 8.85458 12.0224 7.4692 7.0203 9.21408 8.19524 threshold=8.4957998417201228 7.2776108089207234 8.9643917036949752 8.5535369049341838 14.172851784554849 8.0309492933225837 14.890138170183148 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0020383765441882155 0.01333237011942274 -0.045172089228852248 0.021008023323315823 -0.049241932483911462 0.01167031301597905 -0.0089645543200343684 -0.030235400201384949 leaf_weight=896.48546636245305 65.828143644549286 97.911771315625373 37.308046699882453 28.331941587076699 777.45932095320882 298.86731335464719 121.92522562753449 leaf_count=13673 3086 3059 1015 738 22039 32216 14352 internal_value=0 -0.00308964 -0.0268924 0.000415905 0.00282272 0.00593756 -0.0149704 internal_weight=0 1060.04 135.22 924.817 1264.08 1076.33 187.753 internal_count=90178 18485 4074 14411 71693 54255 17438 is_linear=0 shrinkage=0.1 Tree=1757 num_leaves=5 num_cat=0 split_feature=8 6 1 1 split_gain=1.82721 1.73738 2.2012 1.09375 threshold=14.913676627498663 13.809415562131212 12.023415536735598 11.77202577662645 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00078407576521224715 -0.066883475097933368 -0.084898405815332451 -0.054864893849856593 0.0039804413835994338 leaf_weight=2149.2922045515461 3.0374643106570138 2.8747790536253879 6.1316468266381881 2.020629299254324 leaf_count=45194 42942 148 1508 386 internal_value=0 0.000452398 0.000600399 -0.0537603 internal_weight=0 2160.32 2155.42 4.89541 internal_count=90178 47236 46702 534 is_linear=0 shrinkage=0.1 Tree=1758 num_leaves=8 num_cat=0 split_feature=0 9 5 8 5 3 5 split_gain=1.33113 5.80609 4.36175 4.82126 3.77788 2.48992 1.13245 threshold=9.4837301851795068 8.3818284408230266 13.438090200498062 14.883632987558505 10.89230249869629 8.2558662431749443 13.793851287651751 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.030541127127945884 -0.049157997822137402 0.028308458911697046 0.10407865371979108 -0.0012550930704302206 0.059149741698669489 -0.0010868471424571511 0.028596063421373642 leaf_weight=63.021771405584047 2.9025613774053367 29.890201907603796 3.0284040125466714 461.72521443467423 25.453027977157262 428.28480275465523 6.2092533192782753 leaf_count=4998 145 1293 128 49334 2002 32042 236 internal_value=0 0.00365256 -0.00357138 -0.00482373 0.0467661 0.000888304 0.0610908 internal_weight=0 486.531 533.985 524.747 28.3556 458.175 9.23766 internal_count=90178 35482 54696 54332 2147 33335 364 is_linear=0 shrinkage=0.1 Tree=1759 num_leaves=6 num_cat=0 split_feature=8 8 8 9 2 split_gain=1.98752 3.00315 10.0361 5.14136 0.408345 threshold=14.085846118895374 14.601153418519075 14.67823852713458 7.1659440182205953 14.051223246799227 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.074025450413722105 0.053596157870709128 -0.085463501931681618 6.7326365582681666e-05 0.0022901317623983688 -0.015277516268545614 leaf_weight=3.1746746343139867 26.789482653417508 12.951194071586086 824.03668365065744 66.052853087857784 2.551569296083926 leaf_count=382 319 1065 85542 2521 349 internal_value=0 0.000543814 -0.00135655 0.0175078 -0.054011 internal_weight=0 929.83 836.988 92.8423 5.72624 internal_count=90178 89447 86607 2840 731 is_linear=0 shrinkage=0.1 Tree=1760 num_leaves=6 num_cat=0 split_feature=8 2 0 9 4 split_gain=2.59215 3.43828 3.12229 2.82211 1.91267 threshold=14.890626881336633 10.923627405935898 12.600483769282265 12.6516178282226 18.166134673444279 decision_type=2 2 2 2 2 left_child=3 4 -3 -1 -2 right_child=1 2 -4 -5 -6 leaf_value=-0.072773962376549733 0.067103626134887642 0.0011729743771183132 -0.032807507704272119 0.040469777500115552 -0.022794589893008213 leaf_weight=8.1813313519248236 10.535013775751734 580.90225715223562 27.358395609185891 2.1804575991379229 2.4446016856672932 leaf_count=31419 3739 53996 425 197 402 internal_value=0 0.000719515 -0.000406742 -0.0474793 0.0497527 internal_weight=0 621.24 608.261 10.3618 12.9796 internal_count=90178 58562 54421 31616 4141 is_linear=0 shrinkage=0.1 Tree=1761 num_leaves=8 num_cat=0 split_feature=9 8 8 3 1 2 10 split_gain=2.0257 9.19985 9.64143 8.27657 6.47738 11.7592 9.9492 threshold=7.0974436530465734 14.928789002129244 14.903695585838657 7.8174433189189285 8.6564377354731352 12.970039582877137 8.828063482981694 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.026916269598207088 0.064140424261847712 0.0041318017253975407 0.015205915214285694 -0.04686204229016562 0.030608392125269154 -0.021955703792446317 -0.001226971394651822 leaf_weight=60.328838490223461 16.015901809849311 68.840906646742951 480.63603888335638 57.963458880782127 102.75801565134589 241.43549973366953 1821.0884146736244 leaf_count=6896 348 1342 4394 5144 3528 8615 59911 internal_value=0 0.00478251 0.0104674 -0.0193622 -0.00150814 -0.0163723 0.000488463 internal_weight=0 667.769 540.965 126.804 2181.3 257.451 1923.85 internal_count=90178 17776 11290 6486 72402 8963 63439 is_linear=0 shrinkage=0.1 Tree=1762 num_leaves=8 num_cat=0 split_feature=2 3 4 5 0 10 10 split_gain=2.50749 6.85753 7.13443 6.92155 5.70178 11.4174 7.98491 threshold=14.971037806373451 9.0887261744609606 14.808871083870523 12.248217735387291 9.0881844608369668 9.1626661521175325 9.5121305882254692 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0062968685641424174 -0.00099459083514840752 0.027803261993276332 -0.0056948301632875021 -0.004579915818381311 0.02034849557765744 -0.028797624088166492 -0.0045034403608147783 leaf_weight=934.37308926297783 472.86936488880775 186.57023576613739 1055.527782353045 101.44972672570674 192.79518696037263 213.8394220776608 387.59656347991557 leaf_count=15996 8858 8088 17578 10902 6841 4316 17599 internal_value=0 0.00202685 -6.37023e-05 0.0164205 -0.00352082 -0.00968167 0.0037727 internal_weight=0 2277.92 1989.9 288.02 1267.1 686.709 580.392 internal_count=90178 52564 33574 18990 37614 13174 24440 is_linear=0 shrinkage=0.1 Tree=1763 num_leaves=8 num_cat=0 split_feature=10 1 1 10 5 10 3 split_gain=2.67128 33.8082 16.5032 23.5981 12.2304 11.9397 10.5323 threshold=8.9240319260653909 8.7980431781437201 9.0091308657609428 9.1626661521175325 12.716688006995051 8.6796340009857555 8.7701178966680526 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=-0.0041679582977412243 0.031638008153571706 -0.055731931064914357 -0.038434804736688422 0.001450732459785935 0.13434371473233253 0.018160221340427437 -0.003446248034115946 leaf_weight=954.47635558171896 268.75609354783603 131.69705695941911 161.17044022672371 1738.0995889480228 2.5495927795636808 318.60337321997122 125.04827324234554 leaf_count=22056 3225 3274 3787 50692 72 4798 2274 internal_value=0 -0.00361913 0.00191368 -0.00195237 -0.0511554 0.0014298 0.0205169 internal_weight=0 1407.33 2293.07 1899.27 134.247 1273.08 393.804 internal_count=90178 30200 59978 54479 3346 26854 5499 is_linear=0 shrinkage=0.1 Tree=1764 num_leaves=7 num_cat=0 split_feature=5 10 3 6 2 8 split_gain=1.5882 3.34063 3.33736 2.88919 2.36115 1.91302 threshold=11.665408354556964 12.815625098589484 10.541371366669798 4.3397287074235171 16.34378757948274 14.512792609374946 decision_type=2 2 2 2 2 2 left_child=1 3 4 -1 -2 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=-0.045888391947911764 -0.042723998201198377 -0.10266175755951612 0.062200596087678917 0.0053903079854848461 0.040090812898563748 -0.0020320056570443685 leaf_weight=10.444227912788561 32.86039417573739 2.0024631298520594 4.7717516405100495 277.10703489657146 3.0466961374810344 23.282346075985053 leaf_count=402 24542 144 73 54846 627 9544 internal_value=0 0.0022911 -0.0150051 0.00337522 -0.0348013 0.0106582 internal_weight=0 289.554 63.9612 287.551 35.9071 28.0541 internal_count=90178 55392 34786 55248 25169 9617 is_linear=0 shrinkage=0.1 Tree=1765 num_leaves=8 num_cat=0 split_feature=6 8 8 4 8 8 8 split_gain=1.98376 4.59021 12.7541 6.87216 3.89679 8.87058 6.1029 threshold=7.6913145057526835 14.863791496742204 14.88524577860194 13.10124960655701 14.828882741269299 14.859092336325736 14.801687455380572 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0021332967689577358 0.0079003960535674409 0.061194962229162909 -0.0044351115424852766 -0.055522230542945111 -0.04385225888291483 0.0020505773523472547 0.062997424041098371 leaf_weight=41.729611174891716 100.35660284205937 30.081494338093762 624.80272737703285 39.83273954167953 42.387984612378659 1416.4534023242979 24.262755425166688 leaf_count=1219 5718 449 17862 910 1557 61514 949 internal_value=0 -0.00413514 -0.00133175 -0.0263555 0.00214343 0.000687703 0.0190436 internal_weight=0 736.447 654.884 81.5624 1583.46 1458.84 124.619 internal_count=90178 20440 18311 2129 69738 63071 6667 is_linear=0 shrinkage=0.1 Tree=1766 num_leaves=8 num_cat=0 split_feature=6 3 2 10 0 10 0 split_gain=1.72405 5.36306 7.36229 5.34425 4.82367 4.67555 3.22412 threshold=9.1750502436701584 9.2512595335508347 15.451293565811982 9.5796492287081207 8.2842024563969918 9.0163343059688135 7.7126971480383348 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0008684057345730783 -0.025567295523599542 -0.037474429591170623 0.020517613205136714 0.027852156351377652 -0.013662409745222079 0.0091600300876304355 0.046432829823582412 leaf_weight=1510.9527093506529 6.6688779948968877 82.03382619196914 29.000064416560733 66.689665350002542 127.38258072642373 297.53593056652949 40.061956035942785 leaf_count=39312 139 6290 3243 5933 3535 30964 762 internal_value=0 -0.00113856 -0.02228 0.000362536 0.00569372 0.00230228 0.0358374 internal_weight=0 1688.68 111.034 1577.64 471.649 424.919 46.7308 internal_count=90178 54778 9533 45245 35400 34499 901 is_linear=0 shrinkage=0.1 Tree=1767 num_leaves=8 num_cat=0 split_feature=8 3 0 2 5 3 8 split_gain=1.41992 10.6752 9.98376 7.14222 3.94428 11.3201 5.21843 threshold=14.894551491458904 9.9403614706405197 8.6208051109983774 15.037513530536783 11.17956735095475 8.998466852765171 14.859092336325736 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.029497696703282179 -0.02610703207375055 -0.075103509556154524 0.012505185018380258 3.3626232472820101e-05 -0.033224441268044129 0.0062423578771572206 0.016788812329993182 leaf_weight=26.257154858816193 92.278317972332246 32.217453485151651 236.40049614246678 20.431478514042141 96.951558358261991 280.78198380865706 234.03661131875197 leaf_count=7918 22223 9102 20265 4487 9437 9240 7506 internal_value=0 -0.00512782 0.00161829 -0.0464879 0.00257667 -0.00394843 0.0120246 internal_weight=0 381.328 328.679 52.6489 638.027 377.734 260.294 internal_count=90178 56077 42488 13589 34101 18677 15424 is_linear=0 shrinkage=0.1 Tree=1768 num_leaves=8 num_cat=0 split_feature=7 9 6 2 10 2 9 split_gain=2.10813 5.88328 4.83377 4.36838 3.46673 2.5684 2.35376 threshold=3.5270361845031446 6.9879342198694196 5.2808713649943622 17.153833041639519 7.3971582990704734 14.58954693896502 10.003275549726249 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -3 -4 -1 -2 right_child=2 3 4 -5 -6 -7 -8 leaf_value=0.035235373910339769 -0.090454495654147329 -0.058245751803717764 -0.036307156371734282 0.064235722771535983 0.003205007764934353 -0.03440163353773279 0.018246057915324018 leaf_weight=18.862801116584254 7.3494458452598348 28.561881811358322 21.805823180077823 2.4068458524537268 846.77848217429027 6.3305625659384068 2.226637814804505 leaf_count=993 539 2308 1657 66 84080 417 118 internal_value=0 -0.0184619 0.00135669 -0.0470151 0.00217244 0.0170917 -0.065844 internal_weight=0 56.1621 878.16 30.9687 868.584 25.1934 9.57608 internal_count=90178 3784 86394 2374 85737 1410 657 is_linear=0 shrinkage=0.1 Tree=1769 num_leaves=6 num_cat=0 split_feature=7 0 9 8 8 split_gain=2.57103 3.23607 7.38088 5.66124 1.0826 threshold=3.8157480877757179 8.9000105172020767 8.3313704268728568 14.928945438665446 14.916523887789394 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=0.00094585077491427894 0.041015671335709346 -0.048115974503605441 0.0013953428800166578 -0.080794150161582826 -0.077424280995867803 leaf_weight=2.4511287246162103 34.582131448295399 30.835828326042815 554.38845513052661 3.3407354401332432 5.0648044204362748 leaf_count=2960 22011 14352 37258 12075 1522 internal_value=0 0.000563752 -0.00129107 0.028485 -0.0547561 internal_weight=0 623.147 585.224 37.9229 7.51593 internal_count=90178 85696 51610 34086 4482 is_linear=0 shrinkage=0.1 Tree=1770 num_leaves=8 num_cat=0 split_feature=1 9 8 10 9 0 5 split_gain=1.81264 7.52399 5.42852 4.15369 3.35052 8.5446 6.42522 threshold=10.741487922324916 10.135604993590897 14.927628583228445 10.722203859131627 7.8564392594898633 8.9880901250873055 10.068446132740894 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.00013639640690423801 0.039295941738086419 0.069488529309647523 -0.00077115268188354973 -0.0073045550962228091 0.042823033095102173 0.027346444541726203 -0.0063779020449673028 leaf_weight=1280.3984982808897 89.801163864649425 6.281807970245608 53.819365851531984 218.02845682463067 26.245439166023971 123.09048368531921 1044.3305775130343 leaf_count=36220 2832 239 572 9475 3155 3140 34545 internal_value=0 0.00659186 0.02438 -0.0048551 -0.000921846 0.00229169 -0.00513289 internal_weight=0 367.931 143.621 224.31 2474.06 1403.49 1070.58 internal_count=90178 13118 3404 9714 77060 39360 37700 is_linear=0 shrinkage=0.1 Tree=1771 num_leaves=7 num_cat=0 split_feature=10 8 8 3 1 10 split_gain=2.24806 3.38642 4.37281 3.07165 7.00925 4.73353 threshold=7.327044472037362 14.91888241682727 14.923906681889694 7.7489354811410278 9.0692361375451824 7.8040919013243384 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -5 right_child=3 2 -4 5 -6 -7 leaf_value=0.10209843900839113 -0.018080136593682697 -0.042889080793985533 0.02233747887085754 0.021933943262084171 0.017687900025941197 -0.00013258718578338849 leaf_weight=3.4208136171801007 237.43772306247934 11.378886817954479 60.660271678469144 99.408815669182331 70.260213539445658 3052.4213486294993 leaf_count=1491 3491 71 593 2461 1225 80846 internal_value=0 0.0169732 0.0115885 -0.000362091 -0.00988197 0.000570128 internal_weight=0 75.46 72.0392 3459.53 307.698 3151.83 internal_count=90178 2155 664 88023 4716 83307 is_linear=0 shrinkage=0.1 Tree=1772 num_leaves=8 num_cat=0 split_feature=1 10 10 9 9 3 7 split_gain=2.87554 19.2476 15.9766 12.6583 8.86927 7.537 6.17477 threshold=8.1277545823432664 8.1294663553881694 8.28969294342407 7.189460225786636 7.1773235865064811 7.2031987994230624 5.8345911985478596 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=0.0072694020976097314 -0.059310501166101398 0.039146920717153671 -0.038941415585839911 0.039763318494301564 0.14687844044205409 0.00061860529298118092 -0.022045079744992355 leaf_weight=195.93573273671035 74.532960357621619 71.965669028474622 47.904050693473437 14.818193579157535 7.8173083777547268 3164.0581643444684 112.16736272196044 leaf_count=5338 1481 948 893 932 369 76197 4020 internal_value=0 0.00794134 -0.00114992 -0.0426216 0.0513902 1.66603e-05 -0.00343956 internal_weight=0 387.886 3301.31 89.3512 79.783 3211.96 308.103 internal_count=90178 10675 79503 2413 1317 77090 9358 is_linear=0 shrinkage=0.1 Tree=1773 num_leaves=7 num_cat=0 split_feature=6 9 1 9 2 7 split_gain=1.49917 2.43263 2.40835 1.75647 0.449733 0.0644934 threshold=12.797909639970344 12.061302044784167 10.16953907233512 10.897746077553387 14.497617467762192 9.423626604790428 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -2 -3 -5 right_child=3 4 -4 5 -6 -7 leaf_value=-0.0058804216553853287 -0.079607718193936791 -0.014217422328590721 0.011058310124052818 -0.0050452396301093804 -0.078753204301562629 0.015752036491978209 leaf_weight=189.05139478233843 4.1183518806693211 2.1223126673239667 149.36259525011525 2.2093942398014548 3.4154183162750087 2.0431133178019252 leaf_count=67835 1068 754 17814 214 235 2258 internal_value=0 0.000443698 0.00160622 -0.0400942 -0.0599779 0.00604341 internal_weight=0 343.952 338.414 8.37086 5.53773 4.25251 internal_count=90178 86638 85649 3540 989 2472 is_linear=0 shrinkage=0.1 Tree=1774 num_leaves=8 num_cat=0 split_feature=1 10 1 9 10 8 8 split_gain=1.94598 8.51229 12.665 8.59249 7.03959 6.65684 6.63366 threshold=9.1282611184157858 9.3532761994643625 9.2455522078301513 7.5790595737527999 9.1525279501670251 14.891696904234349 14.859092336325736 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.02014507956891412 0.060253103122935081 -0.071825119893152781 0.0022732457187691368 0.0087752057227897182 0.020009435843241091 -0.053045329416428269 0.0017456559339295169 leaf_weight=151.58446602370736 47.956678694136414 23.332782652947117 442.55647262895116 97.28962759734857 16.294743943072632 46.628555114973409 1491.3760102309584 leaf_count=2888 1397 946 43436 4969 764 1947 33831 internal_value=0 0.00501998 -0.00158366 0.0260677 -0.00155199 -0.0341099 -0.000285074 internal_weight=0 611.136 465.889 145.246 1705.88 62.9233 1642.96 internal_count=90178 50748 44382 6366 39430 2711 36719 is_linear=0 shrinkage=0.1 Tree=1775 num_leaves=8 num_cat=0 split_feature=5 3 9 1 8 4 0 split_gain=1.95456 8.92116 6.98339 6.19288 5.90886 4.1886 3.58001 threshold=11.542277916954374 8.7189419634524477 9.0789778427859691 7.9407601925357643 14.888650765397751 12.850622973199927 8.2218676481357171 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.0018581487577796433 0.0065769096794147004 0.0085818575537763148 0.11803818047613746 0.037400236443761788 -0.02350905255574369 0.0047807900016433313 -0.06853301111069339 leaf_weight=1195.3280288721753 9.6692830769369227 73.584326623028176 4.1966164486868811 41.360367970329435 252.5871012070408 565.31439498013196 16.600483051643465 leaf_count=26972 140 9330 397 2074 14788 36215 262 internal_value=0 -0.00162781 0.0023626 0.00497784 -0.0162652 0.00706252 -0.0416594 internal_weight=0 1525.7 1199.52 632.945 326.171 606.675 26.2698 internal_count=90178 51487 27369 38691 24118 38289 402 is_linear=0 shrinkage=0.1 Tree=1776 num_leaves=8 num_cat=0 split_feature=6 7 2 7 6 8 8 split_gain=1.3223 5.73183 6.4433 3.08538 2.78807 2.78451 1.81725 threshold=4.9317471713750249 4.7362078189612253 14.032379051975953 1.0000000180025095e-35 7.8950071944924058 14.720838954779337 14.894913004998687 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 -3 right_child=3 6 -4 5 -6 -7 -8 leaf_value=-0.035376148787586485 -0.0046768928291417737 0.08601560847128599 0.077749650687967131 -0.047939585685530778 0.058061717424934559 -0.0012095055901619395 -0.0095102923979280569 leaf_weight=20.652020388859572 12.114344642637777 10.531047660362672 5.5715696040856519 11.928536584502011 15.596789148622518 937.69661834355668 2.1818075651016207 leaf_count=451 643 188 205 4542 666 83362 121 internal_value=0 0.0176922 -0.0093679 -0.000871729 0.031427 -0.00184631 0.0701233 internal_weight=0 38.9364 26.2236 977.336 27.7111 949.625 12.7129 internal_count=90178 965 656 89213 1309 87904 309 is_linear=0 shrinkage=0.1 Tree=1777 num_leaves=8 num_cat=0 split_feature=4 9 1 5 1 7 0 split_gain=1.99802 8.38577 6.33125 6.97879 5.82981 5.57416 5.30029 threshold=15.1337250816929 7.8154999837526953 9.0896283100774067 11.553432442627892 8.6892393313575464 3.3447386312324041 8.0281661694045194 decision_type=2 2 2 2 2 2 2 left_child=2 4 6 -4 -2 -3 -1 right_child=1 5 3 -5 -6 -7 -8 leaf_value=-0.0080564040524968468 -0.0078427398157034627 -0.076997194695108684 -0.035133586586780834 0.0058484183082718961 -0.047641213627213741 0.0070193716678429042 0.022031582236153466 leaf_weight=80.30946178008989 94.259070389552861 7.1078542489054248 67.804269351668751 104.3174907902704 59.909031754071449 307.36277439927153 210.82403829590029 leaf_count=7496 7913 562 9118 8356 7806 33844 15083 internal_value=0 -0.00448992 0.00476108 -0.0104054 -0.0235156 0.00488233 0.0137326 internal_weight=0 468.639 463.255 172.122 154.168 314.471 291.134 internal_count=90178 50125 40053 17474 15719 34406 22579 is_linear=0 shrinkage=0.1 Tree=1778 num_leaves=8 num_cat=0 split_feature=2 8 0 4 7 3 0 split_gain=2.54915 5.57194 5.57266 4.14308 4.29458 3.98109 3.43562 threshold=16.179581588698724 14.925483554398431 10.196767425151821 18.869674688752287 14.473783992034173 11.088627166114227 11.178005330924931 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.0014864834147366606 0.048195084373362507 0.073475803847783017 -0.04117249241119713 -0.048881506526429579 -0.084060525045670409 0.0012053149687402285 0.015273718093379211 leaf_weight=488.12069994773918 9.0415323239061269 17.339635992760634 22.146621358550618 34.574141074593001 4.9395677678257917 28.564381026271349 24.230329019363921 leaf_count=82553 1741 651 1536 2559 199 619 320 internal_value=0 0.0171348 -0.0145722 -0.00264806 0.00046105 -0.0265563 0.0407066 internal_weight=0 72.7581 31.1882 556.199 493.06 63.1385 41.57 internal_count=90178 4248 3277 85930 82752 3178 971 is_linear=0 shrinkage=0.1 Tree=1779 num_leaves=8 num_cat=0 split_feature=8 8 3 3 8 7 3 split_gain=1.80123 4.03643 4.44409 3.28916 12.3254 4.19623 1.20471 threshold=14.892420099699093 14.890362634532156 9.2370887074093151 9.895849514725219 14.912049036752725 10.187891521250469 10.606625272355076 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.012798942211940657 -0.0017597251310631651 -0.081823865485431607 -0.022530350347454771 0.051341412060146488 0.0017445475296678681 0.019058764451635252 -0.0080456067622408142 leaf_weight=67.692564518096788 2184.3011657925481 8.6626869996725855 73.025926384571449 57.636534399607626 344.96325435665403 100.30920416043773 3.1757620200405645 leaf_count=9616 42147 11259 11705 2795 11317 1238 101 internal_value=0 -0.0105034 -0.00556482 0.000632142 0.00895449 -0.00083772 -0.0642005 internal_weight=0 152.557 140.718 2687.21 402.6 2284.61 11.8384 internal_count=90178 32681 21321 57497 14112 43385 11360 is_linear=0 shrinkage=0.1 Tree=1780 num_leaves=5 num_cat=0 split_feature=2 3 1 7 split_gain=2.37583 2.57117 3.11515 2.80354 threshold=10.530406060197963 6.7046708222886204 8.5212886891278075 4.1090471306345142 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.070077564498834385 0.002260950547775459 0.011130473464153981 -0.048363735377480184 -0.00049797730227483844 leaf_weight=3.833867683812513 24.272393199297539 220.40001793837428 23.177638108537167 3261.7175801843696 leaf_count=3929 333 5039 317 80560 internal_value=0 -7.72265e-05 -0.0229552 0.000241028 internal_weight=0 3529.57 47.45 3482.12 internal_count=90178 86249 650 85599 is_linear=0 shrinkage=0.1 Tree=1781 num_leaves=8 num_cat=0 split_feature=0 3 2 3 10 4 8 split_gain=2.65088 11.013 10.6149 9.81158 11.3699 7.58171 6.17989 threshold=9.5614775614551792 9.1218607562450043 13.931331739164568 9.5371471574215274 9.6874165039918321 16.702863172247568 14.930513278377072 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.00030868419464014242 -0.011238285585730723 0.080311701810036454 0.0014964576767501298 -0.051433165603626901 0.018828317975443373 -0.050140257497912261 0.0014252757383169182 leaf_weight=2689.9972825688096 181.23530568391499 17.171746419676367 287.32961735338915 56.276744830750886 349.96538362483398 68.705014685308925 35.947146861859892 leaf_count=48090 4554 9152 17992 3688 4763 1654 285 internal_value=0 -0.00657524 0.00618942 0.000920518 0.00189987 -0.0220891 -0.0310357 internal_weight=0 554.442 304.501 3132.19 3039.96 249.94 92.2239 internal_count=90178 33352 27144 56826 52853 6208 3973 is_linear=0 shrinkage=0.1 Tree=1782 num_leaves=6 num_cat=0 split_feature=8 5 10 2 3 split_gain=1.53247 2.16566 2.60782 1.45866 0.203999 threshold=14.937791608657685 12.562049446400332 12.815625098589484 16.395457153942075 9.6553197313576344 decision_type=2 2 2 2 2 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0013690070055333565 0.014788049802377752 -0.053720773652466497 -0.068587789892806145 0.026885110431701959 0.064151770563857471 leaf_weight=329.42757583301494 2.0285110016378658 11.001655509356111 4.4160193264368663 2.1133790681937503 2.9207323273003567 leaf_count=73150 499 15066 244 656 563 internal_value=0 -0.0013799 0.00024156 -0.0397473 0.0498059 internal_weight=0 346.959 333.844 13.115 4.94924 internal_count=90178 89116 73394 15722 1062 is_linear=0 shrinkage=0.1 Tree=1783 num_leaves=7 num_cat=0 split_feature=4 8 3 2 1 9 split_gain=1.81349 2.50025 5.89314 3.32644 2.00735 1.92362 threshold=6.2674495412130637 14.390433651313669 9.696672929875886 13.052656313211147 7.5754150635758029 7.7901639522871173 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.023324518504940814 0.056663742912768759 -0.033908676090882404 -0.042905963227347493 0.00035394857074805541 -0.099090073433231035 0.0064432453758019488 leaf_weight=2.9345733815434851 20.383880692532333 27.697519878985986 7.3972058207164073 2248.2238834644127 4.6006479041866442 2.3293873816855921 leaf_count=226 589 9507 619 78674 209 354 internal_value=0 0.000292626 0.0295819 -7.77301e-05 -0.040659 -0.067278 internal_weight=0 2303.7 27.7811 2275.92 9.86461 6.93004 internal_count=90178 89389 1208 88181 789 563 is_linear=0 shrinkage=0.1 Tree=1784 num_leaves=8 num_cat=0 split_feature=7 2 3 5 5 7 6 split_gain=1.86522 4.2017 3.62059 3.17089 5.12724 3.81886 0.715829 threshold=4.2693660640857081 12.168866103756347 11.624448319718455 12.622257144066745 13.793851287651751 3.8157480877757179 10.211823771337514 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0032769729208852079 -0.091482642158892846 0.0018469268656566189 -0.073117115978113698 -0.11839447853640619 0.044474390344260421 -0.026080722079460827 -0.023378955772430026 leaf_weight=138.11971667444902 4.3794185715648686 1934.4774146779919 5.4647534352770881 5.0422515791598803 2.2068661294488834 64.108960327921864 3.4283997722070723 leaf_count=4103 1300 75511 1833 266 180 1678 5307 internal_value=0 0.00128613 0.00159819 -0.00862297 -0.0694312 -0.00611231 -0.067628 internal_weight=0 1947.75 1939.94 209.478 7.24912 202.229 7.80782 internal_count=90178 83951 77344 6227 446 5781 6607 is_linear=0 shrinkage=0.1 Tree=1785 num_leaves=8 num_cat=0 split_feature=9 3 3 10 6 0 10 split_gain=1.47429 7.29201 4.06122 5.922 5.2288 3.43826 2.20767 threshold=11.799389559044503 11.783321077832305 11.358176366560647 12.815625098589484 7.878707844948976 12.600483769282265 12.083006365719474 decision_type=2 2 2 2 2 2 2 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.00077566709136543818 -0.053133371053909854 0.088981108916059815 -0.08234729864302992 0.0031172525632760066 0.041442110914670212 0.076393717931549254 0.01457596131277868 leaf_weight=935.22031921084965 7.3793698685967426 10.884868990812381 15.02069924261278 16.272721413606291 18.552599402995952 4.8094607518944477 6.6861597316178623 leaf_count=85800 96 982 1028 1171 537 77 487 internal_value=0 0.000925487 -0.015463 -0.039185 0.0135555 -0.000300085 0.0629778 internal_weight=0 957.601 57.2254 31.2934 25.932 940.03 17.571 internal_count=90178 87346 2832 2199 633 85877 1469 is_linear=0 shrinkage=0.1 Tree=1786 num_leaves=5 num_cat=0 split_feature=6 10 4 7 split_gain=1.87185 2.32889 4.38528 2.71976 threshold=15.120249453586034 13.968651880388778 14.912888476781843 10.497562817113865 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0011348691324082362 -0.069905979604650767 0.14365679006031024 -0.030544239212184715 -0.02666611834287674 leaf_weight=888.63536994467461 2.8009673234795391 2.11843951785655 2.1548066924449714 35.638494675993798 leaf_count=80905 354 39 252 8628 internal_value=0 0.000413359 0.0666807 3.52472e-05 internal_weight=0 928.547 4.27325 924.274 internal_count=90178 89824 291 89533 is_linear=0 shrinkage=0.1 Tree=1787 num_leaves=5 num_cat=0 split_feature=1 4 9 0 split_gain=2.58236 4.1207 3.88039 4.47594 threshold=8.5588776394070809 13.743234696186475 7.714096927547998 8.8767176185970644 decision_type=2 2 2 2 left_child=1 -1 -2 -4 right_child=2 -3 3 -5 leaf_value=0.036211971513415403 -0.076177985951228155 -0.10733765347437646 0.037894335207824849 -0.00051511105349467425 leaf_weight=2.5445805281369962 5.5033358283258158 4.3907467556401585 30.994775774445088 585.96686631074306 leaf_count=7944 17034 12316 3249 49635 internal_value=0 -0.0567429 0.000665084 0.00147269 internal_weight=0 6.93533 622.465 616.962 internal_count=90178 20260 69918 52884 is_linear=0 shrinkage=0.1 Tree=1788 num_leaves=8 num_cat=0 split_feature=8 4 6 6 4 8 5 split_gain=1.82573 2.60358 6.13461 4.84669 2.49373 6.33053 3.47706 threshold=14.582376352430854 13.314555663435245 8.0527356922994837 7.2002025186416185 11.999029131810115 13.719082120470867 11.066274230186506 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.00095674848405273506 -0.0020000736559116251 0.010203219507298834 0.019958438905960673 -0.0030574664585217132 -0.053198524073131442 -0.098793987496062094 0.039259444296214224 leaf_weight=15.597241364673666 325.13492275086628 320.16012216702961 207.84782536947296 1943.2071825957539 5.0661376071134354 9.723270953538302 11.436666427420276 leaf_count=242 7748 7162 5813 66239 1162 1033 779 internal_value=0 0.000303323 0.00658445 -0.00117802 -0.0205021 -0.0396465 0.00945832 internal_weight=0 2796.35 532.983 2263.37 41.8233 25.3205 16.5028 internal_count=90178 86962 13561 73401 3216 1275 1941 is_linear=0 shrinkage=0.1 Tree=1789 num_leaves=8 num_cat=0 split_feature=8 2 5 2 8 8 3 split_gain=2.34739 6.8858 6.52177 5.83573 12.8482 8.34149 2.16841 threshold=14.93223109337964 16.842328391286571 11.344126445715835 13.62099497007585 14.925762802849045 14.926867895088117 10.192717209657014 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.029451750591986459 0.016484437148180545 -0.11153854950188313 -0.00060875844196403139 0.0079172465741344598 0.030174215596490885 -0.0063528580234619271 -0.011501073451120131 leaf_weight=47.472928252768725 325.45521826796903 5.6532604481326398 705.59185423958115 531.98123766886602 142.01952237907608 1769.7616709669819 3.5873482087627053 leaf_count=11850 3677 41 5091 53579 1543 14344 53 internal_value=0 0.00399163 0.00479754 -0.00166187 0.0151601 -0.00305273 -0.0776179 internal_weight=0 1040.29 1031.05 2491.24 189.492 2301.74 9.24061 internal_count=90178 8862 8768 81316 13393 67923 94 is_linear=0 shrinkage=0.1 Tree=1790 num_leaves=8 num_cat=0 split_feature=1 10 10 3 9 5 9 split_gain=2.60129 15.4522 14.2063 7.57493 6.24801 5.46246 2.79754 threshold=8.1277545823432664 8.1294663553881694 8.2315749267769256 7.7224334484176778 7.1525626507872024 11.9920242837737 7.189460225786636 decision_type=2 2 2 2 2 2 2 left_child=1 5 6 -4 -3 -1 -2 right_child=2 4 3 -5 -6 -7 -8 leaf_value=-0.0050361843511113396 -0.062928804355773416 0.035050658930525162 -0.021373454528599983 0.00082009347390643778 0.11985771453757872 0.075766944090900734 -0.002357350649888324 leaf_weight=298.7726700083046 42.915506886443211 71.834680561199548 160.8598423859039 3083.2545174588367 9.2410201835941717 7.6077188620805023 9.3235521573557758 leaf_count=9120 965 927 2565 75363 390 238 610 internal_value=0 0.00752425 -0.00112758 -0.000286624 0.0460595 -0.0027898 -0.0523654 internal_weight=0 387.456 3296.35 3244.11 81.0757 306.38 52.2391 internal_count=90178 10675 79503 77928 1317 9358 1575 is_linear=0 shrinkage=0.1 Tree=1791 num_leaves=5 num_cat=0 split_feature=7 7 4 9 split_gain=1.50315 1.83534 3.91081 3.13021 threshold=13.756190998553555 9.5608068175471317 14.041385669233295 10.504261337961323 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00032771508804981084 -0.063114806284550851 -0.046979493538634683 0.021166216458026493 -0.037402048338489931 leaf_weight=244.19216053782111 2.7922717129394519 8.5773233295430327 71.484867895468497 24.117739743436914 leaf_count=72752 696 971 13297 2462 internal_value=0 0.000184573 0.0133761 -0.00378675 internal_weight=0 348.372 80.0622 268.31 internal_count=90178 89482 14268 75214 is_linear=0 shrinkage=0.1 Tree=1792 num_leaves=8 num_cat=0 split_feature=5 8 3 8 3 3 9 split_gain=1.90072 11.1854 7.71977 7.46674 16.7258 6.08045 5.90899 threshold=11.735523885049423 14.902767949361744 9.8287283695295944 14.905998535555076 7.915625375144506 9.8510654082495268 7.7531584140482943 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.001821779525005472 -0.0058553708056531973 0.046880127138173341 -0.050106370253138036 0.066407461550713365 -0.079090507078057801 0.026941650272263896 -0.015539128923862486 leaf_weight=1505.8893799000937 387.80504578513506 81.148116715525077 8.3000210840633581 9.680863595153161 30.680621687970621 65.146800934197927 224.37309864424765 leaf_count=12943 11207 8100 11143 3891 23585 2206 17103 internal_value=0 0.00531953 0.0374261 -0.00144118 -0.0434304 -0.00108931 -0.000437185 internal_weight=0 542.4 89.4481 1770.62 40.3615 452.952 1730.26 internal_count=90178 32656 19243 57522 27476 13413 30046 is_linear=0 shrinkage=0.1 Tree=1793 num_leaves=8 num_cat=0 split_feature=6 3 7 4 6 10 4 split_gain=1.75456 4.05552 4.86134 4.50786 3.71824 4.06916 3.52498 threshold=7.878707844948976 8.5301361689462389 8.4179526480333653 15.329522413785304 8.0213340512632438 8.816471673582063 12.078291958519324 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0039091960292123801 0.0072510370662445299 -0.011721840215277852 -0.07876077138188449 0.015926840241429051 0.022505287867506902 0.049235398125839644 -0.00036931075975779517 leaf_weight=500.83260077368755 75.015759120382569 190.60562366575232 10.524628883422222 147.46214587236329 70.638851411789574 32.633723336402085 1129.36686127185 leaf_count=10675 1373 9102 869 3688 2995 1813 59663 internal_value=0 -0.00323472 -0.0156021 0.000620321 0.00259958 0.0203145 0.00099483 internal_weight=0 849.425 201.13 648.295 1307.66 107.649 1200.01 internal_count=90178 24334 9971 14363 65844 3186 62658 is_linear=0 shrinkage=0.1 Tree=1794 num_leaves=8 num_cat=0 split_feature=2 3 8 5 0 4 3 split_gain=1.31473 3.65783 5.78294 3.76303 1.88626 4.75132 4.30969 threshold=15.72885588723968 10.705623857178439 14.886609811404641 9.7344039746380364 9.3933457523545609 12.624535423287986 10.606625272355076 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.015655703182741947 0.060480475443767889 -0.044823259034833834 0.063591980550648824 -0.038378226376093609 0.010520739062638229 -0.0085320323132046082 -0.012786431837591048 leaf_weight=101.70363948956481 3.3514553951744324 7.1638334532988202 11.636193648684115 40.484894086680519 360.90233518718463 387.58314120591439 100.69867335415449 leaf_count=7539 344 616 1244 9495 20155 41840 8945 internal_value=0 -0.0140063 0.0221025 -0.0296398 0.000840026 -0.00348267 0.00541961 internal_weight=0 62.6364 18.8 43.8363 950.888 489.287 461.601 internal_count=90178 11699 1860 9839 78479 49379 29100 is_linear=0 shrinkage=0.1 Tree=1795 num_leaves=8 num_cat=0 split_feature=2 4 0 1 9 8 1 split_gain=1.88954 6.83926 4.98135 6.35617 4.71306 4.60198 3.48337 threshold=14.946454577175578 15.71182477047947 9.0544377605493036 9.1562981947759745 7.6152997734321177 14.828882741269299 9.0896283100774067 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=0.012668849521513904 0.0018433332474053225 -0.039815890617186017 -0.011397143113959146 -0.051853872925991168 -0.0078671466067718535 0.024318697015897884 -0.0081329228783746984 leaf_weight=230.30406297145058 117.35913299144842 62.704424021452326 46.267760797619104 26.124638839173244 170.39324968740374 155.04309038897347 122.63299761299365 leaf_count=17844 9782 6878 4421 3497 16338 20979 10439 internal_value=0 -0.00333876 0.00597958 -0.00822475 -0.0165949 0.0160943 0.00543842 internal_weight=0 586.035 344.795 143.484 233.098 201.311 352.937 internal_count=90178 51499 38679 13279 23216 25400 28283 is_linear=0 shrinkage=0.1 Tree=1796 num_leaves=8 num_cat=0 split_feature=3 2 2 0 9 8 4 split_gain=2.57052 4.42779 6.51602 3.99205 10.9003 10.7202 3.92579 threshold=8.9708664673924314 14.142351294785049 15.967173299199375 9.9905076069232894 9.9725343785449407 14.928289171479859 15.348409691620445 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.045298636112832885 0.021720299288167398 -0.061227781311171958 0.064290194884157145 -0.027405910362676394 0.0086035973646016502 -0.039226124764349231 0.046408841004514895 leaf_weight=6.0983574649659529 186.20585649545302 27.667358968038286 3.9961013715647651 132.40994612103282 226.3903221435088 33.178357512354125 12.887922149424275 leaf_count=6034 18187 35822 1230 7885 12848 4009 4163 internal_value=0 -0.0215115 -0.0439034 0.00177083 -0.00472442 0.012367 0.0161599 internal_weight=0 50.6497 31.6635 578.184 358.8 219.384 18.9863 internal_count=90178 47249 37052 42929 20733 22196 10197 is_linear=0 shrinkage=0.1 Tree=1797 num_leaves=8 num_cat=0 split_feature=9 8 8 3 1 7 10 split_gain=1.75648 8.87261 8.62059 7.34708 5.24409 12.924 9.5455 threshold=7.1113656448364173 14.928634530200252 14.90142061961137 7.8174433189189285 8.6682970323378132 8.4833054714001737 8.828063482981694 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.026585895308091398 -0.022736066225331912 0.0030315399719118706 0.014502471375742822 -0.043950381752725025 0.031282934364798301 0.045916252008287445 -0.0011614155488136337 leaf_weight=56.153538843281694 230.29668332250458 72.156426127476152 483.5594251640141 60.597620689979522 94.462428872615874 30.167661465668516 1809.9005062417859 leaf_count=6850 8136 1371 4560 5350 3274 878 59759 internal_value=0 0.00448778 0.0101862 -0.0185823 -0.00135954 -0.0146394 0.000463501 internal_weight=0 672.467 539.713 132.754 2164.83 260.464 1904.36 internal_count=90178 18131 11410 6721 72047 9014 63033 is_linear=0 shrinkage=0.1 Tree=1798 num_leaves=8 num_cat=0 split_feature=0 2 10 5 8 1 0 split_gain=2.38704 10.4464 9.68372 7.3318 14.8407 5.52904 5.07672 threshold=8.7438333106679718 14.651567852890247 8.985181241955349 11.677511096284412 14.930030112180424 8.9790759577833263 10.071393479838603 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.0011364133431224679 -0.005869865807699947 -0.0043727132114044056 -0.02923207447588673 -0.0087175764442585617 0.021036223671055253 0.022094185322226473 0.0091071289937542568 leaf_weight=951.17480847870524 360.90098972028727 573.44927426943434 214.85631383662496 595.78006846437347 472.48709839657386 144.10422377874829 217.30275123740103 leaf_count=14655 22880 10143 4532 16699 4267 2646 14356 internal_value=0 -0.00240573 -0.0111767 0.00280533 0.0093914 0.00391143 -0.00394845 internal_weight=0 1883.58 788.306 1646.47 833.388 1095.28 813.083 internal_count=90178 31976 14675 58202 27147 17301 31055 is_linear=0 shrinkage=0.1 Tree=1799 num_leaves=7 num_cat=0 split_feature=0 9 8 5 9 2 split_gain=2.72865 8.2223 13.1418 8.12324 8.06901 7.79507 threshold=8.5416360423644822 7.5045777102697881 14.930938140750223 10.541635698141132 8.5044958837421536 14.705124211437971 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0031536804647643219 -0.042114387681984611 0.031006057014868596 -2.2324125582697058e-05 -0.0014100642811637591 0.15309421864138284 0.011700154919242763 leaf_weight=894.81317284123202 127.08567306375608 79.737088652814464 176.23103618883761 1817.5224006556998 2.5768303240217838 582.46757514240971 leaf_count=15382 3867 8608 1611 50506 110 10094 internal_value=0 -0.00247963 -0.0177388 -3.20792e-05 0.00307197 0.0027069 internal_weight=0 2200.58 303.317 1897.26 1479.86 1477.28 internal_count=90178 64592 5478 59114 25586 25476 is_linear=0 shrinkage=0.1 end of trees feature_importances: Column_8=2553 Column_3=1174 Column_5=1117 Column_2=1057 Column_0=1036 Column_9=1019 Column_1=841 Column_10=785 Column_6=754 Column_7=640 Column_4=618 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 200] [learning_rate: 0.1] [num_leaves: 8] [num_threads: -1] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 3] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 2] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 7719] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 2437] [extra_trees: 0] [extra_seed: 11797] [early_stopping_round: 50] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 1] [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: 21238] [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] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 38] [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] [objective_seed: 8855] [num_class: 9] [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: ] [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:null