tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=13
objective=regression
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13
feature_infos=[-3.0283101272001973:2.2905325264091725] [-2.1602353761643798:3.5166020422274906] [-1.6002623352321805:9.1310077400641063] [-2.5959017345251505:1.9022605424192531] [-3.1132114016418995:1.504017527705908] [-1.6986349704780628:1.7440977634450376] [-1.5056523715966152:1.5825041332891716] [-3.0412237589503932:2.2771868217177298] [-2.0910376680469276:3.4203414509084293] [-1.6301794001247463:9.0973968604968221] [-2.5959044874005279:1.9022524496996955] [-3.111253386165298:1.502904672794724] [-1.6999682451723135:1.7424559057416842] [-1.5748814998282121:1.5201906997211836]
tree_sizes=2736 2815 2820 2827 2820 2836 2814 2830 2829 2832 2832 2828 2816 2811 2825 2826 2822 2823 2831 2812 2827 2836 2839 2840 2843 2838 2841 2851 2821 2834 2836 2809 2827 2819 2814 2853 2828 2832 2845 2820 2849 2815 2832 2805 2870 2798 2835 2810 2796 2854 2777 2783 2828 2845 2834 2774 2833 2822 2816 2788 2804 2755 2833 2795 2784 2826 2817 2787 2837 2863 2838 2834 2835 2780 2803 2801 2841 2850 2817 2819 2771 2805 2828 2808 2789 2781 2808 2769 2865 2800 2783 2772 2832 2808 2814 2825 2806 2789 2788 2823

Tree=0
num_leaves=31
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 2 9 9 2 9 9 9 2 2 2 2 2 2 2 6 2 9 2 2 2
split_gain=278689 56532.3 48276.1 11084.7 10960 10516.2 4174.84 4046.01 2283.41 1827.45 1588.25 1452.37 1296 1131.68 1117.61 1068.03 1017.11 988.389 944.004 711.094 694.744 649.884 623.744 604.732 560.67 549.632 488.071 480.76 464.569 419.229
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 -1.0206580216803387 2.3926616976083417 0.68600183796400149 4.5869386600082089 -0.28923236754705023 -1.2644665730581017 0.9298103893417643 -0.74663857924270294 1.9050445948528159 1.0000000180025095e-35 1.0000000180025095e-35 -0.77684947030257601 3.6117044544971564 0.44219328658623847 -0.74663857924270294 0.96060893273625181 3.887318953271603 -0.99053108095398223 0.96060893273625181 0.71671643102497262 1.0000000180025095e-35 0.92075631081364584 -1.2344235826652614 1.1736189407195272 0.96060893273625181 -0.25885357582014451 2.6678564447152069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 11 13 15 17 24 22 -9 21 28 -2 25 19 -15 -4 -11 -6 -16 -3 -7 -14 -1 -5 -20 -18 -12 -13
right_child=1 4 7 14 6 9 -8 10 -10 18 12 29 23 16 20 -17 27 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.1704186566940153 7.1062860301920656 7.6219663779652942 6.818942824698274 6.6575046018503086 7.8699088778321249 7.1837894133363029 8.9631364050311255 7.0960958773475156 6.3530509111346651 7.3375389114037732 6.7779110036575645 7.6208168035734669 6.8796391532116603 6.8927939650641221 6.7421670278713677 8.2371383893119443 7.0098102520112295 6.6156583156233886 7.1468639397840974 7.3426236553391524 6.5186396366935231 7.3952764834330775 7.0495042263084668 6.7783111808347778 6.2915258527103628 6.4311591889343713 7.2571850610219544 6.8296606863145444 6.6918448307396998 7.3114179803778612
leaf_weight=1613 466 142 259 112 485 549 39 144 1771 708 870 642 860 2055 146 79 1731 3125 849 27 2920 1156 935 1869 501 2547 760 162 2247 47
leaf_count=1613 466 142 259 112 485 549 39 144 1771 708 870 642 860 2055 146 79 1731 3125 849 27 2920 1156 935 1869 501 2547 760 162 2247 47
internal_value=6.7881 7.19284 6.55716 6.39966 7.5976 7.0639 7.96104 6.71862 6.26929 7.18582 6.768 7.48237 6.75992 6.95891 6.48814 7.89491 6.94151 6.63122 7.24131 7.8421 6.52928 7.42008 7.09918 6.81024 6.19912 6.44069 7.19897 6.99439 6.71587 7.59971
internal_weight=0 10832 18984 9610 2617 8215 630 9374 3885 3801 5990 1987 5846 4414 5725 591 3948 3384 2317 512 3066 1298 1484 2729 2114 2659 1609 1893 3117 689
internal_count=29816 10832 18984 9610 2617 8215 630 9374 3885 3801 5990 1987 5846 4414 5725 591 3948 3384 2317 512 3066 1298 1484 2729 2114 2659 1609 1893 3117 689
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 9 2 9 2 9 9 2 2 9 2 2 2 2 2 9 2 2 6 2 2
split_gain=225738 45791.2 39103.7 9037.45 8978.63 8518.13 3277.27 2847.24 1929 1849.56 1480.24 1286.48 1049.76 916.66 905.266 823.858 800.595 780.778 585.935 581.907 562.743 550.078 509.516 497.868 502.06 489.833 462.724 454.142 419.983 383.38
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 2.6364702489861047 -1.0206580216803387 0.68600183796400149 -0.28923236754705023 4.8307472113859715 1.9050445948528159 -1.2644665730581017 0.9298103893417643 -0.74663857924270294 1.0000000180025095e-35 1.0000000180025095e-35 -0.77684947030257601 0.44219328658623847 -0.74663857924270294 0.71671643102497262 3.6117044544971564 3.887318953271603 -0.99053108095398223 1.4483939361588105 0.96060893273625181 1.6922864378700899 1.1736189407195272 1.0000000180025095e-35 -1.4783160843765406 0.92075631081364584 0.71671643102497262 1.9361789395813689
left_child=2 5 4 8 9 13 16 18 21 27 22 -8 -13 -2 26 -15 -4 -12 19 -5 -16 -3 -7 24 -19 -14 -6 -1 -17 -10
right_child=1 3 6 7 14 10 11 -9 29 -11 17 12 25 15 20 28 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.55591354149694561 0.28636710354698575 0.657991204974128 0.027758227564883511 1.0490514793739303 0.048535256385803222 0.31502006294006402 0.27719596680253744 2.0009085602230496 0.84783709522500728 -0.39154449207071934 0.54213653133340078 -0.065009877822855791 0.08238492205565752 0.094224251777731305 -0.041339989843433851 0.21319332164266724 -0.15519782961177828 0.35002370764589358 1.3089958945425546 0.5457376291751862 -0.24251464401410053 0.5212751803530431 0.18200609520115818 0.19293859873631203 0.45583440150747345 -0.008810250905983712 -0.31748438869580264 -0.44691705532416615 0.10507379542240154 0.71100348578846972
leaf_weight=1613 466 451 259 283 35 1093 144 36 318 1771 365 3117 860 2055 146 1411 3125 1027 82 25 2920 847 391 129 796 1869 2624 501 482 575
leaf_count=1613 466 451 259 283 35 1093 144 36 318 1771 365 3117 860 2055 146 1411 3125 1027 82 25 2920 847 391 129 796 1869 2624 501 482 575
internal_value=0 0.364265 -0.207844 0.728547 -0.349592 0.248218 -0.0625281 1.14999 0.646606 -0.466929 0.35795 -0.018086 -0.0253594 0.153724 -0.269967 0.138068 -0.141195 0.407893 1.07144 1.0082 -0.232935 0.568778 0.279974 0.382791 0.396225 0.0199284 -0.312667 -0.530082 0.185664 0.75973
internal_weight=0 10832 18984 2617 9610 8215 9374 426 2191 3885 3801 5990 5846 4414 5725 3948 3384 2317 390 308 3066 1298 1484 1952 1823 2729 2659 2114 1893 893
internal_count=29816 10832 18984 2617 9610 8215 9374 426 2191 3885 3801 5990 5846 4414 5725 3948 3384 2317 390 308 3066 1298 1484 1952 1823 2729 2659 2114 1893 893
shrinkage=0.1

Tree=2
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 2 9 9 2 9 2 2 2 9 9 2 2 9 6 2 2 2 2 2 9
split_gain=182848 37146.3 31674 10048.9 7272.69 3970.77 2738.93 2654.59 2243.63 1564.64 1136.66 913.111 830.239 770.216 733.266 726.702 698.823 690.214 640.597 566.225 564.666 558.574 484.102 463.381 455.822 403.828 396.61 386.722 343.748 327.785
threshold=0.19838473520847552 1.1736189407195272 -0.53304091892481309 2.3926616976083417 -1.0206580216803387 0.68600183796400149 4.8307472113859715 -0.28923236754705023 1.6612360434750533 -1.5082751244358645 -0.50274607753142375 1.0000000180025095e-35 3.1240873517416303 0.228931427602414 -0.77684947030257601 -0.50274607753142375 0.47282392931369333 1.2045014344475311 0.44219328658623847 0.44219328658623847 1.4483939361588105 2.9117489464264863 0.9298103893417643 0.92075631081364584 -0.99053108095398223 0.228931427602414 -1.2344235826652614 -0.99053108095398223 3.1556414481377657 2.1488531462305791
left_child=2 5 4 8 9 13 12 15 17 27 -9 -12 28 19 26 -4 -7 -3 -15 -2 22 29 -18 -11 -16 -13 -6 -1 -5 -10
right_child=1 3 7 6 14 16 -8 10 21 23 11 25 -14 18 24 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.52350290303200364 0.16450099428184331 0.52868585937696955 -0.053170270848024587 0.85279796067625291 -0.097225847999964449 0.41736168096608978 1.8008177571826511 0.14993345884920714 0.59871287159743325 -0.40304918101980908 -0.066108517307726072 0.037440652135528989 1.0847248316827147 0.067019828873657691 -0.03720599310855343 -0.15613250577091534 0.23921056831170462 0.39414579196579674 0.15574159488857037 0.32002404950992047 0.095358933909246102 0.2385004279448798 0.3311933293515385 -0.31002447503425135 -0.21826318053758309 -0.051987020913484006 -0.2894986177413989 -0.21115935274013659 0.52105393164298108 0.72097562332120213
leaf_weight=1195 824 575 955 384 112 374 36 385 919 1904 2941 1987 176 1552 146 2429 1182 1132 1711 327 171 38 1109 745 2920 677 2547 41 34 288
leaf_count=1195 824 575 955 384 112 374 36 385 919 1904 2941 1987 176 1552 146 2429 1182 1132 1711 327 171 38 1109 745 2920 677 2547 41 34 288
internal_value=0 0.327838 -0.18706 0.591295 -0.314633 0.197672 0.953859 -0.0562753 0.513919 -0.420236 -0.0162774 -0.0276942 0.902528 0.138352 -0.24297 -0.127075 0.29 0.439465 0.113542 0.208685 0.270653 0.616001 0.283736 -0.376887 -0.209641 0.0147145 -0.2814 -0.513142 0.825814 0.627886
internal_weight=0 10832 18984 3582 9610 7250 630 9374 2952 3885 5990 5605 594 4414 5725 3384 2836 1707 3263 1151 2462 1245 2291 2649 3066 2664 2659 1236 418 1207
internal_count=29816 10832 18984 3582 9610 7250 630 9374 2952 3885 5990 5605 594 4414 5725 3384 2836 1707 3263 1151 2462 1245 2291 2649 3066 2664 2659 1236 418 1207

Tree=3
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 9 2 9 2 2 2 2 9 2 9 9 2 2 2 9 2 2 2 2 9
split_gain=148107 30293.8 25655.9 6006.39 5955.73 5531.83 2150.22 1703.41 1558.71 1440.07 978.761 920.695 739.62 652.665 624.626 588.629 564.95 542.929 473.56 544.641 427.473 411.153 392.322 392.211 387.165 386.149 345.448 340.429 338.548 329.968
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 2.8802788003638677 -1.2644665730581017 0.68600183796400149 -0.28923236754705023 2.1488531462305791 5.3183643141414967 -0.77684947030257601 0.9298103893417643 -0.50274607753142375 1.0000000180025095e-35 1.0000000180025095e-35 0.47282392931369333 -0.50274607753142375 -1.4783160843765406 0.44219328658623847 2.1800714412926485 1.6612360434750533 -1.0206580216803387 -0.74663857924270294 2.4239639430039279 0.71671643102497262 3.6117044544971564 1.6922864378700899 0.47282392931369333 0.96060893273625181 0.71671643102497262 1.1736189407195272
left_child=2 5 4 7 -1 13 15 18 24 16 23 -8 -13 -2 -12 -4 -6 28 19 -3 -18 -11 -9 -7 -5 29 -14 -19 -15 -16
right_child=1 3 6 8 9 10 11 22 -10 21 14 12 26 17 25 -17 20 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.43141040062160008 0.23644105722975836 0.43795995376167007 -0.047853242484998955 0.86231206181140529 -0.019387021804430402 0.29277926528578685 0.13494011115331156 0.74277937148068407 1.8377994809831895 -0.12426960481820662 0.50914830462226657 -0.059497667073352294 0.024469832243990266 0.087666896842755013 0.29102745192123847 -0.14051925223543105 -0.32146008640821772 0.16291686688145759 0.32646555816104939 0.55819918426312509 -0.25735029435216833 -0.20949787667240624 0.5815699603978326 0.18629515614739078 1.1078542323456597 0.14696912890256839 -0.10225986449395197 0.011322764201480666 -0.062111121740919067 0.37316367467356554
leaf_weight=2114 466 712 955 190 83 549 385 370 21 749 179 2941 2428 1891 1167 2429 1723 1731 172 800 2624 2317 255 935 97 129 236 162 164 842
leaf_count=2114 466 712 955 190 83 549 385 370 21 749 179 2941 2428 1891 1167 2429 1723 1731 172 800 2624 2317 255 935 97 129 236 162 164 842
internal_value=0 0.295055 -0.168354 0.59135 -0.283169 0.200666 -0.0506478 0.536019 1.00615 -0.241363 0.289095 -0.0146496 -0.0249247 0.124517 0.329706 -0.114368 -0.277827 0.111306 0.483693 0.501579 -0.282761 -0.188677 0.677006 0.225689 0.9453 0.314683 0.013243 0.149944 0.0757138 0.325452
internal_weight=0 10832 18984 2617 9610 8215 9374 2309 308 7496 3801 5990 5605 4414 2317 3384 4430 3948 1684 1512 4347 3066 625 1484 287 2138 2664 1893 2055 2009
internal_count=29816 10832 18984 2617 9610 8215 9374 2309 308 7496 3801 5990 5605 4414 2317 3384 4430 3948 1684 1512 4347 3066 625 1484 287 2138 2664 1893 2055 2009

Tree=4
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 2 9 9 2 2 2 2 2 9 9 2 9 2 9 2 2 6 2 2 2
split_gain=119966 24538 20781.3 4939.06 4824.15 4480.79 1741.67 1529.18 1166.45 1035.13 809.108 792.797 573.742 563.768 556.266 534.242 457.61 443.019 426.527 423.96 395.316 465.49 369.884 346.253 337.477 336.189 328.408 301.359 299.944 279.526
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 2.6364702489861047 -1.2644665730581017 0.68600183796400149 -0.28923236754705023 4.8307472113859715 -0.77684947030257601 1.9050445948528159 -0.74663857924270294 0.9298103893417643 1.0000000180025095e-35 0.96060893273625181 0.228931427602414 -0.74663857924270294 -1.4783160843765406 0.96060893273625181 0.44219328658623847 0.44219328658623847 4.1312114549828829 3.3678959031193938 -1.2344235826652614 -1.0206580216803387 0.96060893273625181 1.0000000180025095e-35 0.92075631081364584 1.9361789395813689 -0.25885357582014451 2.1800714412926485
left_child=2 5 4 9 26 14 15 20 16 17 -8 24 28 -13 18 -4 -6 -3 -2 -16 21 -5 -10 -18 -7 -14 -1 -11 -12 -19
right_child=1 3 6 7 8 11 10 -9 22 27 12 13 25 -15 19 -17 23 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.41023563002660568 0.1334885136649302 0.58131619813576552 0.035084755586381126 0.7493246727715116 -0.017448320123086492 0.23164189990749626 0.2209890122835835 1.4673703696992664 0.14884263194269606 0.63262196374857949 0.0015872372201130053 0.37109721046214728 0.066270194153712936 0.26401469628109536 0.053133862333062602 -0.11436990633773805 -0.28931408155573296 0.40817914736797817 0.26846971295386646 0.12531106926060992 0.4604275785633089 1.0096167995083716 -0.17359550794752521 -0.23161526970500015 0.12338877766943344 -0.0092807475435599859 -0.31754764898451504 0.5113052579060845 -0.067568360155669652 0.22178099730919146
leaf_weight=1613 824 142 259 263 83 1093 144 36 36 318 870 708 860 1609 1552 3125 1723 1069 327 1711 34 93 3030 2624 391 1869 501 575 2247 87
leaf_count=1613 824 142 259 263 83 1093 144 36 36 318 870 708 860 1609 1552 3125 1723 1069 327 1711 34 93 3030 2624 391 1869 501 575 2247 87
internal_value=0 0.265549 -0.151519 0.532215 -0.254852 0.180599 -0.045583 0.843771 -0.217227 0.471638 -0.0131847 0.260186 -0.0189529 0.296736 0.112065 -0.102931 -0.250044 0.414627 0.171837 0.090981 0.786208 0.817322 -0.16981 -0.254485 0.20312 0.0145279 -0.388269 0.554507 -0.048266 0.394151
internal_weight=0 10832 18984 2617 9610 8215 9374 426 7496 2191 5990 3801 5846 2317 4414 3384 4430 1298 1151 3263 390 356 3066 4347 1484 2729 2114 893 3117 1156
internal_count=29816 10832 18984 2617 9610 8215 9374 426 7496 2191 5990 3801 5846 2317 4414 3384 4430 1298 1151 3263 390 356 3066 4347 1484 2729 2114 893 3117 1156

Tree=5
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2
split_gain=97172.8 20056.2 16832.8 5516.93 3907.56 2037.25 1479.13 1410.76 1164.4 944.828 655.378 505.848 502.695 470.669 464.731 464.182 406.042 394.673 370.664 357.652 356.849 319.712 303.124 297.083 289.721 284.057 280.585 280.465 267.496 265.596
threshold=0.19838473520847552 1.1736189407195272 -0.53304091892481309 2.3926616976083417 -1.2644665730581017 0.68600183796400149 4.5869386600082089 -0.28923236754705023 1.6612360434750533 -0.77684947030257601 -0.74663857924270294 1.2045014344475311 1.4483939361588105 -0.99053108095398223 1.0000000180025095e-35 1.0000000180025095e-35 3.1240873517416303 2.9117489464264863 -1.4783160843765406 0.47282392931369333 0.44219328658623847 -0.74663857924270294 -0.25885357582014451 -1.4783160843765406 0.47282392931369333 0.96060893273625181 3.1556414481377657 -1.0206580216803387 1.9361789395813689 0.71671643102497262
left_child=2 5 4 8 23 15 16 13 11 18 -9 -3 19 -4 -12 -2 26 25 -6 -7 29 -11 -16 -1 -22 -10 -5 -20 -13 -17
right_child=1 3 7 6 9 12 -8 10 17 21 14 28 -14 -15 22 20 -18 -19 27 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.38222219697720616 0.19524804216214006 0.39799301818790644 0.1342833244063881 0.63291632571684509 -0.015703487539865887 0.3108151694431025 1.2977010494623429 0.19889011580703989 0.64462084986946799 -0.096032862036982594 -0.043439425630498317 0.29819465762961828 0.043274371604821837 -0.09876731835870986 0.11144479259689509 0.071449412810525081 0.79070350005792056 0.13147007583787568 -0.26038267706573287 0.20534475027786392 0.17840181103351213 -0.17118854087696644 0.0017834959618649841 -0.30657109895143581 0.09435966110820003 0.44611566035422712 0.33319669896188908 -0.20845374023178365 0.12916774419904914 -0.061213396873506833
leaf_weight=1198 466 575 89 384 83 374 39 144 77 749 3117 1029 171 3295 281 1891 173 38 1723 2291 601 2317 2448 916 1292 1130 34 2624 103 164
leaf_count=1198 466 575 89 384 83 374 39 144 77 749 3117 1029 171 3295 281 1891 173 38 1723 2291 601 2317 2448 916 1292 1130 34 2624 103 164
internal_value=0 0.238994 -0.136367 0.432581 -0.229367 0.143349 0.701223 -0.0410247 0.375249 -0.195504 -0.0118662 0.321613 0.209482 -0.092638 -0.0170576 0.100859 0.661862 0.448789 -0.22504 0.220146 0.0897173 -0.152829 0.0130751 -0.349442 0.121042 0.458779 0.608537 -0.229037 0.282815 0.0608622
internal_weight=0 10832 18984 3582 9610 7250 630 9374 2952 7496 5990 1707 2836 3384 5846 4414 591 1245 4430 2665 3948 3066 2729 2114 1893 1207 418 4347 1132 2055
internal_count=29816 10832 18984 3582 9610 7250 630 9374 2952 7496 5990 1707 2836 3384 5846 4414 591 1245 4430 2665 3948 3066 2729 2114 1893 1207 418 4347 1132 2055

Tree=6
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 2 9 2 2 2 9 2 2 9 3 6 2 9 2 2 2 2 3 9 2
split_gain=78710 16245.5 13634.6 4469.03 3165.12 1650.17 1507.61 1142.71 765.311 554.53 547.301 541.361 424.713 408.268 407.183 401.646 401.143 374.321 373.026 357.541 349.296 342.565 419.7 295.744 294.307 287.857 287.309 277.289 273.259 263.145
threshold=0.19838473520847552 1.1736189407195272 -0.53304091892481309 2.1488531462305791 -1.2644665730581017 0.68600183796400149 3.6117044544971564 -0.28923236754705023 -0.77684947030257601 5.3183643141414967 -0.50274607753142375 1.6612360434750533 0.71671643102497262 -0.50274607753142375 1.4483939361588105 1.0000000180025095e-35 -0.50274607753142375 3.6434264515603241 2.6364702489861047 0.62239669013949184 0.92075631081364584 0.71671643102497262 0.44219328658623847 2.1800714412926485 0.228931427602414 -1.2344235826652614 1.6922864378700899 1.0448760200182481 -1.5082751244358645 0.47282392931369333
left_child=2 5 4 11 27 16 17 13 20 -8 -9 12 -3 -4 24 -12 -2 18 -5 -19 -6 22 -18 -13 -7 -10 -14 28 -1 -17
right_child=1 3 7 6 8 14 9 10 25 -11 15 23 26 -15 -16 29 21 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.35999421568185147 0.36165462053484387 0.45633017306881291 -0.027979353232533522 0.49366127508377056 -0.21974876488958089 0.32425710993006052 0.8107410601887507 0.10465438953854822 0.14356165826320649 1.3775123664311 -0.044079014074230878 0.40749480436742308 0.29350764319414402 -0.10515360612929875 0.038946937024593356 0.019323240941055919 0.070893346970647017 0.52289620410828364 0.63907443719970836 -0.067889781333506108 -0.1567287750455959 0.020207851168760116 0.13915988262779164 0.25089402814776129 0.18937570058933517 -0.14088561951720677 0.17786797386112149 -0.22044811025261879 -0.28139814260618634 -0.09128415248656678
leaf_weight=1102 54 140 955 502 3220 173 97 385 36 21 2941 800 1310 2429 171 2428 2179 21 272 20 1210 646 1535 142 2492 3030 257 273 739 236
leaf_count=1102 54 140 955 502 3220 173 97 385 36 21 2941 800 1310 2429 171 2428 2179 21 272 20 1210 646 1535 142 2492 3030 257 273 739 236
internal_value=0 0.215095 -0.12273 0.389323 -0.206431 0.129014 0.577534 -0.0369222 -0.175954 0.911607 -0.0106796 0.323034 0.289451 -0.0833742 0.188533 -0.0186017 0.0907727 0.529165 0.544763 0.234708 -0.202536 0.0874177 0.099108 0.383888 0.198132 -0.137546 0.274542 -0.314498 -0.328445 0.00952469
internal_weight=0 10832 18984 3582 9610 7250 933 9374 7496 118 5990 2649 1707 3384 2836 5605 4414 815 774 41 4430 4360 3714 942 2665 3066 1567 2114 1841 2664
internal_count=29816 10832 18984 3582 9610 7250 933 9374 7496 118 5990 2649 1707 3384 2836 5605 4414 815 774 41 4430 4360 3714 942 2665 3066 1567 2114 1841 2664

Tree=7
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 9 2 2 2 2 2 9 2 2 6 2 2 2 9 2 2 7 9 9 13
split_gain=63755.1 13293.1 11044 2682.44 2653.46 2448.05 935.358 762.338 739.163 629.054 604.848 517.978 458.576 437.948 395.382 387.25 347.424 325.205 324.721 292.61 284.678 281.333 268.786 263.814 250.527 222.417 209.431 225.695 202.557 201.085
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 2.8802788003638677 -1.0206580216803387 0.9298103893417643 1.0000000180025095e-35 2.1488531462305791 5.3183643141414967 -1.5082751244358645 0.44219328658623847 -0.99053108095398223 0.47282392931369333 -0.25885357582014451 0.96060893273625181 -1.2344235826652614 -0.28923236754705023 1.4483939361588105 2.4239639430039279 0.92075631081364584 -0.74663857924270294 -0.50274607753142375 0.47282392931369333 -0.77684947030257601 -0.25885357582014451 1.2045014344475311 0.89941016766783533 3.6117044544971564 0.68600183796400149 -0.91165174278191285
left_child=2 5 4 7 9 10 11 17 26 20 22 -4 21 -8 -7 -6 -13 -3 -9 -11 -1 -12 -2 -17 -18 28 27 -5 -14 -23
right_child=1 3 6 8 15 14 13 18 -10 19 12 16 25 -15 -16 23 24 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.31565582357852345 0.076533136643173946 0.3842706387198111 0.14705654014907185 0.60279232973246266 0.017152223031263094 0.28042918834743208 0.12280972377804225 0.50703856430746419 1.2397610846019926 -0.24287847068411211 0.4773517742753029 -0.080403537852675497 0.081152231348791584 0.00073913548239111124 0.19075311111544438 -0.17046002847660652 0.0097972166022987344 0.28879058296091531 0.36037427577244885 -0.16895645597637099 0.012659424626164968 0.23099850563516081 -0.0027123143712690632 -0.12679705889262383 -0.052059679366664779 -0.003769208530269603 0.48408477073081757 0.82193850732185469 0.14004429593574699 0.13616401720730378
leaf_weight=1209 1816 513 126 139 148 708 334 370 21 1904 31 3295 1235 2448 1609 2547 924 1171 255 745 27 355 560 3030 2247 189 77 71 1108 604
leaf_count=1209 1816 513 126 139 148 708 334 370 21 1904 31 3295 1235 2448 1609 2547 924 1171 255 745 27 355 560 3030 2247 189 77 71 1108 604
internal_value=0 0.193585 -0.110457 0.389858 -0.185787 0.13106 -0.03323 0.352882 0.667063 -0.249575 0.0968448 -0.0537509 0.123147 0.0153946 0.218155 -0.142501 -0.057664 0.317877 0.4472 -0.222089 -0.308484 0.180854 0.0578558 -0.146738 -0.0340352 0.100584 0.625158 0.676885 0.109002 0.17127
internal_weight=0 10832 18984 2617 9610 8215 9374 2309 308 3885 5898 6592 3522 2782 2317 5725 6466 1684 625 2649 1236 990 2376 5577 3171 2532 287 210 2343 959
internal_count=29816 10832 18984 2617 9610 8215 9374 2309 308 3885 5898 6592 3522 2782 2317 5725 6466 1684 625 2649 1236 990 2376 5577 3171 2532 287 210 2343 959

Tree=8
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 2 2 2 2 2 2 2 2 9 9 6 2 2 2 13 2 9 9 2 9
split_gain=51641.6 10795.7 8945.66 3007.9 2149.3 1065.39 803.814 757.64 633.191 509.534 430.215 419.563 354.738 337.042 331.161 313.673 304.25 292.829 281.414 248.491 237.014 234.384 231.662 225.678 220.507 217.377 235.186 216.726 215.269 213.689
threshold=0.19838473520847552 1.1736189407195272 -0.53304091892481309 2.3926616976083417 -1.0206580216803387 0.68600183796400149 4.0993215572526829 1.0000000180025095e-35 1.6612360434750533 -1.5082751244358645 4.1312114549828829 -0.99053108095398223 -0.25885357582014451 1.2045014344475311 0.228931427602414 -1.2344235826652614 1.4483939361588105 2.9117489464264863 -0.28923236754705023 3.3678959031193938 0.92075631081364584 0.228931427602414 -0.99053108095398223 0.47282392931369333 -0.91165174278191285 0.96060893273625181 0.44219328658623847 5.3183643141414967 0.96060893273625181 -0.77684947030257601
left_child=2 5 4 8 9 14 10 11 13 22 19 -4 -9 -3 24 -6 23 28 -13 -5 -11 -20 -1 -7 -2 26 -16 -8 -10 -17
right_child=1 3 7 6 15 16 27 12 17 20 -12 18 -14 -15 25 29 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.28565461775249018 0.17488116226854367 0.29671644852601964 0.13235088910257062 0.46973217274673207 0.015436998452689197 0.23219907486582186 0.72233283761001776 0.11052875327849816 0.49854011736906972 -0.21859062656118466 0.094786172413400246 -0.072363185050794129 0.00066522172061738631 0.20270046884022894 0.035710305907709051 -0.15341402165354773 0.022574763183008162 0.054824610760337435 -0.024060909351077832 0.66702337172385817 -0.15206080849638723 -0.14312251779011317 -0.043907761210348555 0.14841812028245135 0.084886934193132299 -0.037332674982395467 0.091387298762596297 1.115785011542695 0.32573363217698265 -0.11411735393789293
leaf_weight=1195 442 575 126 465 148 374 42 334 77 1904 28 3295 2448 1132 1487 2547 171 38 2996 74 745 175 41 2291 709 227 1549 21 1130 3030
leaf_count=1195 442 575 126 465 148 374 42 334 77 1904 28 3295 2448 1132 1487 2547 171 38 2996 74 745 175 41 2291 709 227 1549 21 1130 3030
internal_value=0 0.174227 -0.0994113 0.316256 -0.167209 0.104055 0.514617 -0.029907 0.273922 -0.224618 0.476965 -0.0483758 0.0138552 0.23437 0.0733276 -0.128251 0.151879 0.328153 -0.0518976 0.496819 -0.19988 -0.0306316 -0.277636 0.160176 0.119446 0.0570596 0.0641173 0.853484 0.336758 -0.132064
internal_weight=0 10832 18984 3582 9610 7250 630 9374 2952 3885 567 6592 2782 1707 4414 5725 2836 1245 6466 539 2649 3171 1236 2665 1151 3263 3036 63 1207 5577
internal_count=29816 10832 18984 3582 9610 7250 630 9374 2952 3885 567 6592 2782 1707 4414 5725 2836 1245 6466 539 2649 3171 1236 2665 1151 3263 3036 63 1207 5577

Tree=9
num_cat=0
split_feature=9 9 9 9 9 9 9 9 9 9 9 2 2 2 2 2 2 9 2 2 2 2 6 3 3 2 2 2 2 2
split_gain=41829.7 8799.85 7245.99 1800.33 1767.34 1664.91 613.688 522.382 478.146 403.065 397.871 357.946 351.194 304.067 287.338 271.907 264.784 249.799 244.854 238.839 229.26 219.894 211.369 200.97 199.329 198.608 192.959 190.959 190.294 189.526
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 2.8802788003638677 -1.2644665730581017 0.9298103893417643 1.0000000180025095e-35 1.9050445948528159 5.3183643141414967 0.44219328658623847 -0.77684947030257601 1.0000000180025095e-35 -0.74663857924270294 0.47282392931369333 -0.25885357582014451 3.1556414481377657 1.9361789395813689 -0.28923236754705023 -1.4783160843765406 -0.74663857924270294 1.4483939361588105 0.96060893273625181 0.92075631081364584 1.4176518993230329 1.268541547601119 1.9361789395813689 1.0000000180025095e-35 0.47282392931369333 2.1800714412926485 0.71671643102497262
left_child=2 5 4 7 22 9 12 16 24 27 18 23 -4 -7 -8 25 29 -14 -6 -12 -15 -13 -1 -11 28 -9 -19 -2 -5 -3
right_child=1 3 6 8 10 13 14 15 -10 11 19 21 17 20 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.24886382726820502 0.061630387661675001 0.41297321439355239 0.053936596904482159 0.8379392941792807 0.023260117654340814 0.30295620399147438 0.099475875974236849 0.41192999613766901 1.0042065180483319 0.28079667774653888 -0.050931316077987725 0.10286227930384279 -0.068982974656105048 0.18161500631816013 0.0005986989634050653 0.048512574357371177 0.13993648561762601 -0.015534254666796081 -0.15012901631473796 -0.11588967997463398 0.09249443632745466 0.033793466356305056 -0.17450427123588955 0.03468780546848263 0.34062927514314656 0.31695219260804797 -0.075036829278211703 -0.0051642927294597036 0.52222136440731226 0.25216355597199891
leaf_weight=1613 1816 79 350 21 83 179 334 334 21 158 749 2769 3125 1794 2448 31 205 2413 4347 2317 344 553 501 42 56 646 704 560 210 1014
leaf_count=1613 1816 79 350 21 83 179 334 334 21 158 749 2769 3125 1794 2448 31 205 2413 4347 2317 344 553 501 42 56 646 704 560 210 1014
internal_value=0 0.156804 -0.0894702 0.316497 -0.150488 0.105932 -0.0269163 0.286204 0.543593 0.0777153 -0.127714 0.0991869 -0.0435382 0.177758 0.0124696 0.340099 0.244226 -0.0490038 -0.14688 -0.100021 0.167276 0.0913647 -0.231241 0.229114 0.50989 0.349322 -0.0289734 0.0458875 0.550923 0.263787
internal_weight=0 10832 18984 2617 9610 8215 9374 2309 308 5898 7496 3522 6592 2317 2782 1011 1298 6242 4430 3066 2138 3322 2114 200 287 980 3117 2376 231 1093
internal_count=29816 10832 18984 2617 9610 8215 9374 2309 308 5898 7496 3522 6592 2317 2782 1011 1298 6242 4430 3066 2138 3322 2114 200 287 980 3117 2376 231 1093

Tree=10
num_cat=0
split_feature=9 9 9 9 9 9 9 9 2 9 2 9 2 2 2 2 2 2 2 2 2 3 3 9 9 13 9 13 4 4
split_gain=33882.1 7188.81 5869.25 2035.79 1471.66 719.096 563.535 499.594 469.555 404.935 345.872 344.307 295.577 285.011 270.707 264.315 253.573 230.123 229.565 219.052 209.611 200.11 200.225 198.584 188.806 180.044 178.83 164.621 162.801 184.067
threshold=0.19838473520847552 1.1736189407195272 -0.53304091892481309 2.3926616976083417 -1.0206580216803387 0.68600183796400149 3.855513005874919 -0.28923236754705023 4.1312114549828829 1.6612360434750533 -0.74663857924270294 -1.5082751244358645 -0.99053108095398223 0.47282392931369333 1.6922864378700899 -0.50274607753142375 -0.50274607753142375 1.2045014344475311 0.228931427602414 2.4239639430039279 0.71671643102497262 1.0697277453052338 1.2933932728881048 1.0000000180025095e-35 0.44219328658623847 1.2991141140390841 -0.77684947030257601 0.41480777131068514 0.87439540097666169 -0.38484885248183137
left_child=2 5 4 9 11 16 8 15 -5 14 -9 21 -6 23 18 -4 -2 -7 -3 -11 24 -1 -23 -12 -18 -13 -14 -21 29 -8
right_child=1 3 7 6 12 17 28 10 -10 19 13 25 26 -15 -16 -17 20 -19 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.24049786218084865 0.27398549334870442 0.46806487134008701 -0.010367670644328232 0.40255760905216009 -0.043531356190812998 0.1358803741105985 0.80579541914842356 0.14623342327152689 -0.068993875113400549 0.28073325446865216 -0.022603399176358063 -0.17410067991843589 -0.13426232701310745 -0.105413706689776 0.095974488260681071 -0.072463275709972796 0.046170403537207541 0.059402054987090114 0.20125898389473043 0.063034150937850461 0.0033761843012490144 0.15083013810217383 -0.16822524971644814 0.015439129260066423 0.091957786734631522 -0.10346711954218607 -0.095893173044107299 0.28167289563438347 0.89038415577100671 0.44053552311819955
leaf_weight=1103 54 33 955 526 725 2364 22 144 22 1101 3052 2218 2080 301 257 2429 2179 472 1417 87 646 24 109 2493 1535 431 2920 57 23 37
leaf_count=1103 54 33 955 526 725 2364 22 144 22 1101 3052 2218 2080 301 257 2429 2179 472 1417 87 646 24 109 2493 1535 431 2920 57 23 37
internal_value=0 0.141124 -0.0805232 0.257023 -0.135439 0.0838615 0.420212 -0.0242247 0.383627 0.222196 -0.00687274 -0.182943 -0.103202 -0.0106441 0.190566 -0.0549393 0.0586173 0.123152 0.207331 0.265564 0.0559499 -0.226526 -0.110651 -0.0054997 0.0650944 -0.162608 -0.111855 0.149579 0.664709 0.576734
internal_weight=0 10832 18984 3582 9610 7250 630 9374 548 2952 5990 3885 5725 5846 1707 3384 4414 2836 1450 1245 4360 1236 133 5545 3714 2649 5000 144 82 59
internal_count=29816 10832 18984 3582 9610 7250 630 9374 548 2952 5990 3885 5725 5846 1707 3384 4414 2836 1450 1245 4360 1236 133 5545 3714 2649 5000 144 82 59

Tree=11
num_cat=0
split_feature=9 9 9 9 9 9 9 9 2 9 2 3 2 9 9 2 2 2 2 2 2 2 13 2 2 2 13 6 2 6
split_gain=27444.5 5833.83 4754.09 1235.28 1192.04 1133.43 411.636 389.694 308.734 278.889 277.352 268.463 304.37 268.005 252.745 247.238 239.418 225.958 219.251 216.842 204.13 201.263 204.447 191.834 188.911 174.403 158.598 150.286 149.16 148.777
threshold=0.19838473520847552 1.4174274920972902 -0.53304091892481309 2.6364702489861047 -1.0206580216803387 0.9298103893417643 1.0000000180025095e-35 4.8307472113859715 -1.2344235826652614 -1.5082751244358645 -0.50274607753142375 1.268541547601119 2.9117489464264863 2.1488531462305791 0.44219328658623847 0.96060893273625181 -0.99053108095398223 -0.74663857924270294 0.47282392931369333 1.4483939361588105 1.9361789395813689 1.0000000180025095e-35 -0.91165174278191285 0.228931427602414 2.4239639430039279 -0.74663857924270294 -0.91165174278191285 0.92075631081364584 0.71671643102497262 0.92075631081364584
left_child=2 5 4 13 9 10 8 11 -4 25 -2 20 -13 19 28 26 27 -8 -16 -3 -5 22 -10 -19 -15 -1 -7 -6 -12 -11
right_child=1 3 6 7 16 15 17 -9 21 29 14 12 -14 24 18 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.20948668011580499 0.26935020406963306 0.2617656967067114 0.24155930906534195 0.7015575942583383 -0.076139402887368368 0.26189147541781183 0.21495740289958018 0.72764869117074549 0.0040042434542534797 -0.16117177573228336 0.04155336196486039 0.34776115495372906 -0.11496217577230364 0.33479930396943569 0.11781067087686969 0.12318439689795374 -0.10066926767528057 0.021711980860832841 0.061666516209459656 0.18379969160262588 0.39851329960424048 -0.079252563402303508 -0.040639258359315929 -0.039675735317974005 0.20640525887693678 0.047488851872859179 0.16105485104979211 0.01690524502967795 -0.057338833150158565 -0.10846123004694713
leaf_weight=1209 64 513 40 24 437 232 53 36 1354 1904 2179 44 21 332 959 1609 5000 2052 2532 1171 301 966 4232 677 175 27 476 288 164 745
leaf_count=1209 64 513 40 24 437 232 53 36 1354 1904 2179 44 21 332 959 1609 5000 2052 2532 1171 301 966 4232 677 175 27 476 288 164 745
internal_value=0 0.127011 -0.0724708 0.257036 -0.121895 0.0855903 -0.0218022 0.412846 -0.0354155 -0.164649 0.0623092 0.383788 0.198266 0.226741 0.0600379 0.144853 -0.0928822 0.0104548 0.0770897 0.207551 0.420892 -0.0371065 -0.029818 0.00648315 0.290482 -0.203873 0.194097 -0.0391782 0.0346313 -0.146348
internal_weight=0 10832 18984 2617 9610 8215 9374 426 6592 3885 5898 390 65 2191 5834 2317 5725 2782 3491 1684 325 6552 5586 2729 507 1236 708 725 2343 2649
internal_count=29816 10832 18984 2617 9610 8215 9374 426 6592 3885 5898 390 65 2191 5834 2317 5725 2782 3491 1684 325 6552 5586 2729 507 1236 708 725 2343 2649

Tree=12
num_cat=0
split_feature=9 9 9 9 9 9 9 9 2 2 2 9 2 2 2 2 2 13 2 3 2 2 2 9 13 13 0 9 13 13
split_gain=22230 4777.16 3918.93 1342.47 886.051 556.271 487.401 402.936 326.994 315.16 277.5 274.412 265.008 219.959 207.858 204.905 198.613 194.105 184.943 175.735 184.084 159.759 159.67 160.391 155.14 152.96 147.866 146.251 145.941 142.743
threshold=0.19838473520847552 1.1736189407195272 -0.77684947030257601 2.3926616976083417 -0.28923236754705023 -1.2644665730581017 0.68600183796400149 4.0993215572526829 1.0000000180025095e-35 -1.2344235826652614 -0.25885357582014451 1.6612360434750533 4.1312114549828829 0.228931427602414 0.71671643102497262 1.9361789395813689 0.71671643102497262 -0.91165174278191285 -1.4783160843765406 1.2436898223141333 1.2045014344475311 1.9361789395813689 -0.25885357582014451 -0.53304091892481309 -0.91165174278191285 1.2991141140390841 0.64284757393235692 3.3678959031193938 0.85696094267488454 -0.91165174278191285
left_child=2 6 5 8 9 25 13 12 -3 -4 17 15 27 24 -12 -10 29 -6 -7 20 -13 -18 23 -11 -2 -1 -9 -5 -21 -8
right_child=1 3 4 7 10 18 16 26 11 22 14 19 -14 -15 -16 -17 21 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1815383000396163 0.1309319404371049 0.58348370730876931 0.16109412110768834 0.30945250598092877 0.08013813070075583 0.04014054516173271 0.19714844650383723 0.70549304857850081 0.16048104104732688 -0.069605241475297355 -0.012443618360062072 0.36699841399987543 0.014697159188134329 0.033589554925106978 -0.14470132959426427 0.014947498076170393 0.086908835725053021 0.0021319723131324963 -0.11055035529662911 0.087665063745596197 0.21730556548642285 -0.12565624101294412 -0.096742866775168801 -0.03499663236545817 0.055446026944496234 -0.10696305707326302 0.39234991884231568 0.46080914393470096 0.3027596220947229 0.11018388758178886
leaf_weight=1789 442 20 65 465 569 83 295 38 1593 2855 4573 90 28 3263 122 103 1981 726 4347 165 942 36 1008 2522 709 325 25 74 39 524
leaf_count=1789 442 20 65 465 569 83 295 38 1593 2855 4573 90 28 3263 122 103 1981 726 4347 165 942 36 1008 2522 709 325 25 74 39 524
internal_value=0 0.11431 -0.0652238 0.208789 -0.0322703 -0.127868 0.0676309 0.341308 0.180508 -0.0579892 -0.00457626 0.177759 0.31465 0.0468477 -0.0158803 0.151643 0.0999781 0.0364065 -0.107727 0.213596 0.23036 0.0831149 -0.0602195 -0.0533726 0.0844337 -0.170073 0.58123 0.330232 0.128786 0.141508
internal_weight=0 10832 18984 3582 12440 6544 7250 630 2952 6450 5990 2932 567 4414 4695 1696 2836 1295 4430 1236 1032 2017 6385 5377 1151 2114 63 539 204 819
internal_count=29816 10832 18984 3582 12440 6544 7250 630 2952 6450 5990 2932 567 4414 4695 1696 2836 1295 4430 1236 1032 2017 6385 5377 1151 2114 63 539 204 819

Tree=13
num_cat=0
split_feature=9 9 9 9 9 9 9 2 2 2 2 2 2 2 8 9 6 2 2 2 2 3 0 2 3 2 2 3 9 2
split_gain=18139.7 4321.85 2844.34 810.862 680.001 663.195 600.413 299.929 230.896 227.98 226.252 218.72 216.355 209.074 208.307 207.437 206.636 193.775 191.126 159.823 153.688 152.225 175.075 151.995 151.436 143.475 141.394 131.482 127.446 123.848
threshold=0.44219328658623847 -0.53304091892481309 1.6612360434750533 -1.0206580216803387 3.1240873517416303 1.0000000180025095e-35 0.9298103893417643 3.6434264515603241 -0.25885357582014451 0.228931427602414 -0.25885357582014451 -1.2344235826652614 2.1800714412926485 1.9361789395813689 1.7745824084425947 2.1488531462305791 0.92075631081364584 0.71671643102497262 -0.99053108095398223 0.228931427602414 1.9361789395813689 0.89576566829633408 0.64284757393235692 2.1800714412926485 0.79635876714839149 -0.74663857924270294 1.2045014344475311 1.4176518993230329 -0.28923236754705023 -0.25885357582014451
left_child=1 3 6 16 7 11 9 15 -8 27 -7 -3 -6 -10 21 20 24 -12 -5 28 -4 -14 -23 -17 -1 -18 -11 29 -13 -2
right_child=2 5 4 18 12 10 8 -9 13 26 17 19 14 -15 -16 23 25 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.15853663122632755 0.29005584428544906 0.20371527592185884 0.21531332816290183 -0.02690292662073826 0.6981713227250359 0.085633727862077819 0.46408431649208071 -0.17379534125328067 0.12869196083897047 0.060850597592311144 0.016833468726033137 -0.041286765694214994 0.38854251491995351 -0.0018919115187600256 0.59957990311086184 0.31680478564266007 -0.10123377723822054 -0.072148984326517146 -0.081843516952991496 -0.10503141534843033 0.13094690942291159 0.39392215633256872 0.022522341789056859 0.2208674637757056 -0.099370707920137455 0.13245825314963308 -0.028412456943520476 0.021926979773184835 -0.012762569197811666 0.13291044957830128
leaf_weight=2354 61 40 601 725 22 457 20 20 2911 2905 4442 3252 106 128 32 264 974 259 5000 278 337 22 30 441 530 27 189 85 3022 282
leaf_count=2354 61 40 601 725 22 457 20 20 2911 2905 4442 3252 106 128 32 264 974 259 5000 278 337 22 30 441 530 27 189 85 3022 282
internal_value=0 -0.0490763 0.123968 -0.0988147 0.232624 -0.00839667 0.0930103 0.211122 0.125421 0.0648606 0.0184611 -0.0294119 0.401291 0.123192 0.366916 0.215807 -0.134076 0.011931 -0.074886 -0.0308351 0.185003 0.319794 0.179653 0.256793 -0.147664 -0.0949304 0.0553979 0.133266 -0.0275475 0.160858
internal_weight=0 21360 8456 9610 1875 11750 6581 1663 3059 3522 5158 6592 212 3039 190 1643 3885 4701 5725 6552 938 158 52 705 2884 1001 3094 428 6274 343
internal_count=29816 21360 8456 9610 1875 11750 6581 1663 3059 3522 5158 6592 212 3039 190 1643 3885 4701 5725 6552 938 158 52 705 2884 1001 3094 428 6274 343

Tree=14
num_cat=0
split_feature=9 9 9 9 9 9 9 2 6 2 2 2 6 9 2 2 2 2 9 2 9 3 6 3 2 2 9 7 2 2
split_gain=14693.1 3500.7 2303.92 687.225 550.801 537.188 486.334 242.943 224.799 198.979 193.984 193.695 192.268 190.859 185.887 184.047 183.264 182.546 168.024 156.957 140.993 140.47 137.208 135.475 130.964 127.615 123.654 121.042 116.81 104.933
threshold=0.44219328658623847 -0.53304091892481309 1.6612360434750533 -1.2644665730581017 3.1240873517416303 1.0000000180025095e-35 0.9298103893417643 3.6434264515603241 0.92075631081364584 0.47282392931369333 0.47282392931369333 -0.50274607753142375 0.92075631081364584 5.3183643141414967 -1.2344235826652614 2.4239639430039279 -0.25885357582014451 3.1556414481377657 2.1488531462305791 0.71671643102497262 -0.77684947030257601 0.94546911887030538 0.92075631081364584 1.0697277453052338 -0.50274607753142375 2.1800714412926485 -0.28923236754705023 0.82233175345525422 0.47282392931369333 1.4483939361588105
left_child=1 3 6 23 7 11 10 18 20 21 24 12 -3 17 -10 -11 -7 27 25 -18 -5 -8 -20 -1 -2 -4 -13 -6 -28 -12
right_child=2 5 4 8 13 16 9 -9 14 15 29 26 -14 -15 -16 -17 19 -19 22 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.14889341198246589 0.2982022871894221 -0.015717356536541684 0.18182181181851775 -0.09856693075181662 0.55351383647193086 0.077070355734887741 0.28063437768643529 -0.15641580551862719 0.047302863570218234 0.10858082656124864 0.047562578265629894 -0.05134525851194336 0.071947637717226287 0.64731305837631226 -0.055825991458481265 -0.15869542262875116 0.015150121963075131 0.25783920972908458 0.25209011097317158 -0.064934086385380813 -0.066223209967790131 0.11024176392659367 0.13833307348764862 -0.072564251244740377 0.089367317258573609 0.077693663698121695 -0.017861105457093355 0.26376847825234845 -0.15342284094828829 -0.06358395204456016
leaf_weight=1848 31 871 800 3220 46 457 116 20 194 2834 2444 2429 351 21 1764 26 4442 124 575 259 2318 83 130 266 959 138 2876 21 65 88
leaf_count=1848 31 871 800 3220 46 457 116 20 194 2834 2444 2429 351 21 1764 26 4442 124 575 259 2318 83 130 266 959 138 2876 21 65 88
internal_value=0 -0.0441687 0.111571 -0.0889332 0.209361 -0.007557 0.0837093 0.19001 -0.074732 0.112879 0.0583745 -0.0264707 0.00946301 0.361162 -0.0456079 0.106151 0.016615 0.329701 0.194227 0.0107379 -0.0850291 0.209566 0.231114 -0.139289 0.0959066 0.166502 -0.0346478 0.462698 -0.0208572 0.0436997
internal_weight=0 21360 8456 9610 1875 11750 6581 1663 7496 3059 3522 6592 1222 212 1958 2860 5158 191 1643 4701 5538 199 705 2114 990 938 5370 67 2941 2532
internal_count=29816 21360 8456 9610 1875 11750 6581 1663 7496 3059 3522 6592 1222 212 1958 2860 5158 191 1643 4701 5538 199 705 2114 990 938 5370 67 2941 2532

Tree=15
num_cat=0
split_feature=9 9 9 9 9 9 2 9 9 2 2 2 9 2 2 2 13 3 2 2 2 2 2 13 8 13 3 3 2 3
split_gain=11974.9 2609.85 2141.36 728.272 430.686 303.656 253.775 248.096 239.655 231.061 192.578 188.538 168.654 159.696 152.248 150.647 144.321 136.547 134.304 126.364 125.797 118.379 116.349 115.379 133.328 110.273 116.259 109.735 106.325 104.022
threshold=0.19838473520847552 1.1736189407195272 -0.77684947030257601 2.3926616976083417 -0.28923236754705023 -1.2644665730581017 0.71671643102497262 0.68600183796400149 4.0993215572526829 -0.99053108095398223 -0.25885357582014451 4.1312114549828829 1.9050445948528159 2.4239639430039279 1.2045014344475311 0.228931427602414 -0.91165174278191285 1.2933932728881048 -1.2344235826652614 1.6922864378700899 0.71671643102497262 1.0000000180025095e-35 -0.25885357582014451 0.41480777131068514 0.4732845609114677 -0.91165174278191285 1.1442829211661907 1.0697277453052338 0.96060893273625181 0.3738794372696353
left_child=2 7 5 6 9 27 21 15 11 -4 16 -5 13 -8 -9 25 -6 19 -7 -14 -12 -3 -11 24 -19 26 -2 -1 -17 -10
right_child=1 3 4 8 10 18 12 14 29 22 20 -13 17 -15 -16 28 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13400406890409675 0.12824565962700002 0.47555479012429719 0.05589255273976225 0.2439195222449394 0.067645737319294311 -0.02506664926771093 0.11528158673629492 0.082827006977889861 0.60016796638568248 -0.039103125914894094 -0.010947029812234173 -0.022225076039986955 0.28257163936006174 -0.077268249914050111 0.020620781822540499 0.028531553313548386 0.00038285022396235101 -0.11556473961749743 -0.084886999414334877 0.16427453887437035 -0.11383680667667116 0.21810986385820152 -0.076220490541013472 0.25547902243130882 0.15401225856039674 0.041233980967512171 -0.007672153864251941 -0.065307827700013518 -0.042420191557396875 0.33556524459750225
leaf_weight=1848 366 20 235 539 569 414 2045 2364 24 5207 4573 28 112 44 472 3036 726 43 4016 466 122 167 1008 23 32 709 76 266 227 39
leaf_count=1848 366 20 235 539 569 414 2045 2364 24 5207 4573 28 112 44 472 3036 726 43 4016 466 122 167 1008 23 32 709 76 266 227 39
internal_value=0 0.0838978 -0.0478709 0.153731 -0.0235117 -0.0941771 0.1329 0.0493956 0.251336 -0.0414427 -0.00420375 0.230777 0.125275 0.111226 0.0724739 0.0345678 0.029937 0.168691 -0.0792966 0.187197 -0.0136206 0.245644 -0.0451231 0.0595421 -0.00054522 0.0656731 0.104875 -0.12536 0.0235956 0.436366
internal_weight=0 10832 18984 3582 12440 6544 2952 7250 630 6450 5990 567 2765 2089 2836 4414 1295 676 4430 578 4695 187 6215 98 75 1151 442 2114 3263 63
internal_count=29816 10832 18984 3582 12440 6544 2952 7250 630 6450 5990 567 2765 2089 2836 4414 1295 676 4430 578 4695 187 6215 98 75 1151 442 2114 3263 63

Tree=16
num_cat=0
split_feature=9 9 9 9 9 9 9 2 2 13 2 2 8 2 2 2 6 3 13 0 2 2 2 13 2 9 2 3 9 3
split_gain=9720.12 2331.41 1523.79 468.162 387.325 357.49 319.894 184.503 165.163 161.856 158.963 156.92 159.623 154.673 154.057 153.429 152.838 132.582 213.504 136.308 131.633 127.871 126.794 164.954 123.923 123.167 122.802 121.56 120.76 119.826
threshold=0.44219328658623847 -0.53304091892481309 1.6612360434750533 -1.0206580216803387 3.1240873517416303 1.0000000180025095e-35 0.9298103893417643 3.6434264515603241 1.6922864378700899 1.2991141140390841 -0.74663857924270294 2.1800714412926485 1.7745824084425947 -1.2344235826652614 -0.25885357582014451 1.0000000180025095e-35 0.92075631081364584 1.2188380970271477 1.2991141140390841 -0.55196490622626948 1.2045014344475311 1.0000000180025095e-35 2.1800714412926485 1.0000000180025095e-35 0.47282392931369333 -1.5082751244358645 -0.99053108095398223 1.4176518993230329 1.9050445948528159 0.89576566829633408
left_child=1 3 6 9 7 13 15 17 14 25 -7 -6 29 -3 -8 27 -5 18 20 -19 -4 -15 23 -21 -12 -1 -18 -2 -22 -13
right_child=2 5 4 16 11 10 8 -9 -10 -11 24 12 -14 21 -16 -17 26 19 -20 22 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13657179855289822 0.17279946190552622 0.1745687581971288 0.29672203467986019 -0.063824827671441708 0.55040609701113263 0.16334130304200312 0.37610390804708005 -0.14784972012042999 0.022797297485745872 -0.052677584005236713 0.018333902878935025 0.28804162004001593 0.47196496296674018 -0.016863358599916396 0.097547682987810899 0.042419245992302179 0.032173135167815621 -0.0019514076313690135 0.059966737223039204 0.11727997487837293 0.12647273410753956 -0.056266715104535507 0.029299018770689148 0.35335972367421442 -0.024626049933131392 -0.094876824805682658 -0.040720896299323468 -0.0186070577729316 0.19765901946507039 0.10271039854448577
leaf_weight=1041 158 40 97 4267 22 70 20 20 312 626 4292 106 32 5586 2727 3322 288 95 154 83 348 966 64 46 796 2218 1170 42 756 52
leaf_count=1041 158 40 97 4267 22 70 20 20 312 626 4292 106 32 5586 2727 3322 288 95 154 83 348 966 64 46 796 2218 1170 42 756 52
internal_value=0 -0.0359247 0.0907464 -0.072456 0.170275 -0.00604672 0.0680877 0.154048 0.0917448 -0.0992495 0.0136721 0.297572 0.268296 -0.021476 0.0995758 0.0475405 -0.0542739 0.157723 0.170819 0.096106 0.185033 -0.0226728 0.144373 0.201463 0.011613 -0.108195 -0.0263221 0.132604 0.17522 0.227047
internal_weight=0 21360 8456 9610 1875 11750 6581 1663 3059 3885 5158 212 190 6592 2747 3522 5725 1643 1355 288 1201 6552 193 129 5088 3259 1458 200 1104 158
internal_count=29816 21360 8456 9610 1875 11750 6581 1663 3059 3885 5158 212 190 6592 2747 3522 5725 1643 1355 288 1201 6552 193 129 5088 3259 1458 200 1104 158

Tree=17
num_cat=0
split_feature=9 9 9 9 9 9 9 2 2 9 2 3 13 13 2 2 6 2 2 3 2 8 12 6 13 6 0 9 3 9
split_gain=7917.86 1759.53 1430.03 403.286 287.468 286.832 203.908 192.574 161.181 151.548 150.972 142.996 263.669 214.032 157.991 128.729 123.944 121.675 118.956 118.424 115.796 115.417 111.165 110.947 110.174 108.734 107.021 104.555 103.299 113.804
threshold=0.19838473520847552 1.4174274920972902 -0.77684947030257601 2.8802788003638677 0.9298103893417643 -0.28923236754705023 -1.5082751244358645 -0.74663857924270294 1.4483939361588105 5.3183643141414967 -0.25885357582014451 1.1442829211661907 1.2991141140390841 0.85696094267488454 0.96060893273625181 -0.50274607753142375 1.3619215257973298 -0.50274607753142375 0.96060893273625181 1.1194311958792051 3.3995339498490451 0.4732845609114677 -0.95410967914094724 0.92075631081364584 -0.91165174278191285 0.92075631081364584 -1.303540498584115 1.9050445948528159 0.44843461313059224 3.855513005874919
left_child=2 4 6 11 15 7 17 25 -6 20 16 12 14 21 -3 -2 -7 -1 24 -18 -5 22 -13 -8 -17 -4 -24 -16 -22 -30
right_child=1 3 5 9 8 10 23 -9 -10 -11 -12 13 -14 -15 27 18 19 -19 -20 -21 28 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.11776324489488953 0.17480015766341239 0.27232894325757973 -0.01646975181457563 0.27387694272966612 0.086331878585322708 0.012134721314539854 -0.077133669929421556 -0.041089372845891647 0.012153607594975552 0.50642918731485098 -0.011600653171753541 -0.21842141261567241 0.035519062077634903 0.21939980289558086 0.1196679662364602 0.063863062261093867 0.12674684152393142 0.10961757351954778 -0.0092832182060842757 -0.047333942688241301 0.23260203263273949 0.10238620715710207 -0.17525784243643283 -0.04472263062046361 0.029219097719577043 0.053466737950136289 0.048771329158595923 0.17191189247140806 -0.12748464925781541 0.19449732218469895
leaf_weight=1212 64 101 677 189 1973 1053 3853 5442 344 21 4695 23 224 82 849 1189 193 24 618 49 54 162 25 1455 4027 331 145 698 23 21
leaf_count=1212 64 101 677 189 1973 1053 3853 5442 344 21 4695 23 224 82 849 1189 193 24 618 49 54 162 25 1455 4027 331 145 698 23 21
internal_value=0 0.0682211 -0.038926 0.139629 0.0454732 -0.0190197 -0.0767674 -0.0336529 0.0753188 0.247112 -0.00326284 0.125292 0.137315 0.073785 0.151152 0.0337485 0.0269657 -0.113348 0.0322011 0.0914991 0.228138 0.0401501 -0.0120896 -0.0682493 0.0371163 0.0064955 0.0158259 0.14324 0.139927 0.0261886
internal_weight=0 10832 18984 2617 8215 12440 6544 6450 2317 308 5990 2309 1872 437 1648 5898 1295 1236 5834 242 287 355 193 5308 5216 1008 170 1547 98 44
internal_count=29816 10832 18984 2617 8215 12440 6544 6450 2317 308 5990 2309 1872 437 1648 5898 1295 1236 5834 242 287 355 193 5308 5216 1008 170 1547 98 44

Tree=18
num_cat=0
split_feature=9 9 9 9 9 9 2 2 2 2 6 2 9 8 3 9 2 13 13 2 13 3 6 6 3 2 13 3 3 8
split_gain=6462.51 1545.98 1011.92 326.662 316.779 232.854 164.365 133.025 132.544 131.024 128.187 125.205 125.076 124.897 151.807 133.454 121.582 139.553 121.471 117.24 114.838 189.602 133.508 113.618 182.507 107.796 111.958 106.656 106.231 97.9361
threshold=0.44219328658623847 -0.53304091892481309 1.4174274920972902 2.8802788003638677 -1.0206580216803387 1.0000000180025095e-35 -0.50274607753142375 2.1800714412926485 2.9117489464264863 -0.50274607753142375 0.92075631081364584 -0.99053108095398223 0.9298103893417643 1.7745824084425947 1.4176518993230329 4.0993215572526829 1.0000000180025095e-35 -0.91165174278191285 1.2991141140390841 3.887318953271603 1.2991141140390841 1.1442829211661907 -0.84390454912108936 -0.40273933413740559 1.49220707518399 1.2045014344475311 -0.91165174278191285 -0.073451617896106533 1.0945794705922196 -0.52182555778880502
left_child=1 4 6 8 18 9 -2 12 20 10 -3 -6 -8 14 15 19 17 28 -1 -5 21 22 -4 24 29 26 -14 -22 -7 -23
right_child=2 5 3 13 11 16 7 -9 -10 -11 -12 -13 25 -15 -16 -17 -18 -19 -20 -21 27 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.088830248502759473 0.25543957245655552 -0.0084211407137348235 0.18679206476070817 0.22534630046546936 -0.0052480436139579478 0.10012282586600407 0.038827543694970212 -0.12786409886819977 -0.0083196883362814267 -0.024140246784491413 0.06315946150411908 -0.049715657303631311 0.13707511585657345 0.38723174098879104 0.027984262867407367 0.40192404722696856 0.0023422773188966441 0.010293573100160767 -0.040734980320230652 -0.020499045638875529 -0.020515844342085199 -0.2622387928159341 0.12252053194585943 0.12344506237053926 0.10820830954183447 0.041397498096861544 0.070478522853866854 0.11040617420498666 -0.019181427171269617 -0.02904259363520352
leaf_weight=3259 39 871 450 164 725 415 3480 42 87 5370 351 5000 330 40 44 38 3924 728 626 22 109 23 1147 164 101 874 1074 145 91 83
leaf_count=3259 39 871 450 164 725 415 3480 42 87 5370 351 5000 330 40 44 38 3924 728 626 22 109 23 1147 164 101 874 1074 145 91 83
internal_value=0 -0.0292926 0.0739936 0.125666 -0.0590407 -0.00496244 0.0508344 0.0494586 0.112762 -0.0174149 0.0121392 -0.0440844 0.050752 0.222401 0.197799 0.231156 0.010952 0.03833 -0.0810805 0.196268 0.117503 0.12567 0.140631 0.0612722 0.0120145 0.0689685 0.0861316 0.0542231 0.0786669 -0.0796418
internal_weight=0 21360 8456 2617 9610 11750 5839 5800 2309 6592 1222 5725 5758 308 268 224 5158 1234 3885 186 2222 1968 1597 371 207 2278 1404 254 506 106
internal_count=29816 21360 8456 2617 9610 11750 5839 5800 2309 6592 1222 5725 5758 308 268 224 5158 1234 3885 186 2222 1968 1597 371 207 2278 1404 254 506 106

Tree=19
num_cat=0
split_feature=9 9 9 9 9 9 9 2 3 2 2 3 2 5 8 8 2 2 2 2 2 3 4 2 13 6 2 13 0 3
split_gain=5234.63 1252.25 851.52 263.764 248.979 188.612 179.712 176.183 147.587 145.343 139.776 136.33 133.184 131.544 140.438 129.217 119.078 118.508 113.943 110.672 101.657 98.0218 96.4503 93.9186 89.4029 87.126 86.2926 86.0419 85.4313 82.3972
threshold=0.44219328658623847 -0.53304091892481309 1.9050445948528159 -1.2644665730581017 1.1736189407195272 1.0000000180025095e-35 3.6117044544971564 0.228931427602414 1.4176518993230329 -0.50274607753142375 -1.4783160843765406 1.2436898223141333 1.6922864378700899 -0.60843627140241419 0.16709683208061551 0.4732845609114677 2.4239639430039279 1.4483939361588105 -0.99053108095398223 -0.74663857924270294 0.71671643102497262 1.3182449981750903 0.87439540097666169 1.0000000180025095e-35 1.2991141140390841 0.92075631081364584 1.2045014344475311 0.41480777131068514 1.1631691378724043 1.0697277453052338
left_child=1 3 4 29 9 18 11 -6 13 -2 -5 12 -4 -8 -15 22 26 -11 21 -7 -21 -3 -13 -20 -14 -12 -9 -19 -27 -1
right_child=2 5 6 10 7 19 8 16 -10 17 25 15 24 14 -16 -17 -18 27 23 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.091823518709319929 0.2376683888000411 0.13756252420081319 0.23357657843833449 0.075551053317030895 0.28577234327066237 0.13473974105502878 0.10525415440400442 0.11127491399775653 0.010609740130603314 0.041974171341298036 -0.052257938023766215 0.027947788034614764 0.14170801596928564 0.24058577379113749 0.51620821580808196 0.1485013233452856 -0.086298760905099858 -0.07460787649204334 -0.012457826449247924 0.011412188842939706 -0.05289572479498203 -0.053227105489573802 -0.20886724163290291 -0.046266156930175634 0.046975722103987053 -0.019458328946532794 0.067250072301882041 0.075748662763804792 -0.084238019450728244 -0.03229610568150542
leaf_weight=1848 37 87 142 96 41 70 24 624 20 4636 5506 95 745 38 36 83 44 150 5500 4829 259 39 21 966 115 1662 1554 51 232 266
leaf_count=1848 37 87 142 96 41 70 24 624 20 4636 5506 95 745 38 36 83 44 150 5500 4829 259 39 21 966 115 1662 1554 51 232 266
internal_value=0 -0.0263633 0.0665942 -0.0531366 0.0529522 -0.0044662 0.14041 0.0803631 0.25817 0.0402253 -0.0443386 0.12884 0.143855 0.308692 0.374672 0.0532384 0.0765729 0.038715 -0.0156734 0.00985678 0.00813865 0.0785086 -0.0149239 -0.0175087 0.12904 -0.0458939 0.0798633 -0.0364577 -0.0273933 -0.0843333
internal_weight=0 21360 8456 9610 7137 11750 1319 2263 118 4874 7496 1201 1002 98 74 199 2222 4837 6592 5158 5088 126 116 6466 860 7400 2178 201 1894 2114
internal_count=29816 21360 8456 9610 7137 11750 1319 2263 118 4874 7496 1201 1002 98 74 199 2222 4837 6592 5158 5088 126 116 6466 860 7400 2178 201 1894 2114

Tree=20
num_cat=0
split_feature=9 9 9 9 2 9 2 2 2 9 3 9 2 9 2 13 2 2 2 13 9 2 3 6 2 13 13 6 2 13
split_gain=4266.51 950.73 805.972 304.758 188.631 167.452 158.999 130.491 129.698 128.814 126.292 133.712 151.699 122.595 107.027 107.769 105.862 104.326 104.067 99.6828 94.1193 96.5258 141.397 118.356 94.3723 89.4222 88.1497 85.4765 110.092 81.8878
threshold=0.19838473520847552 1.1736189407195272 -0.77684947030257601 2.3926616976083417 -1.2344235826652614 -0.28923236754705023 0.71671643102497262 0.228931427602414 2.4239639430039279 3.3678959031193938 0.74665531657442019 3.855513005874919 3.3995339498490451 -1.5082751244358645 -1.4783160843765406 1.2991141140390841 2.6678564447152069 -0.25885357582014451 -0.50274607753142375 -0.91165174278191285 0.68600183796400149 0.71671643102497262 1.0945794705922196 -0.40273933413740559 0.47282392931369333 0.41480777131068514 1.2991141140390841 -0.84390454912108936 0.228931427602414 -0.91165174278191285
left_child=2 18 13 6 -4 17 27 19 9 -5 26 12 -12 14 -1 -16 -8 29 -2 -7 24 22 -22 -24 -20 -18 -10 28 -3 -6
right_child=1 3 4 8 5 7 16 -9 10 -11 11 -13 -14 -15 15 -17 25 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10064606284617397 0.15059320474309582 0.39683347472122743 0.13661995723125447 0.18985488318843161 0.0018410402468286039 0.027798627177253368 0.075915800327641947 -0.03883859195567213 0.18326351101220142 0.42740940698064289 0.046450163548191391 0.22172880739934986 -0.26225362814962866 -0.050378180251049037 -0.077680276082940855 0.054993479675853378 -0.11846315937445445 -0.055419725247304 0.031506035914065304 -0.0045609654362131829 0.095876732982224808 0.030634043047026382 -0.094391353465156799 0.062053142127891384 0.001742717147388417 0.12672203800507956 0.029488623785701669 0.089803471289342282 0.16606461351996737 -0.027221508227658717
leaf_weight=973 70 28 83 187 1269 1264 2693 852 244 26 78 31 20 5308 166 97 51 1008 2508 3856 602 2017 81 120 1852 21 44 80 79 4108
leaf_count=973 70 28 83 187 1269 1264 2693 852 244 26 78 31 20 5308 166 97 51 1008 2508 3856 602 2017 81 120 1852 21 44 80 79 4108
internal_value=0 0.0500785 -0.0285741 0.0922268 -0.0136297 -0.0146389 0.0787519 -0.00260216 0.155367 0.218852 0.122939 0.0407103 -0.0165506 -0.056983 -0.0853472 -0.0287474 0.0727164 -0.0258971 0.0292543 0.00342781 0.0280713 0.0423076 0.0716295 -0.000991655 0.0188635 -0.0469508 0.15977 0.167993 0.226453 -0.0203626
internal_weight=0 10832 18984 3582 12440 12357 2952 5972 630 213 417 129 98 6544 1236 263 2765 6385 7250 5120 7180 2820 803 201 4360 72 288 187 107 5377
internal_count=29816 10832 18984 3582 12440 12357 2952 5972 630 213 417 129 98 6544 1236 263 2765 6385 7250 5120 7180 2820 803 201 4360 72 288 187 107 5377

Tree=21
num_cat=0
split_feature=9 9 9 9 9 9 2 2 3 2 13 13 2 2 13 13 9 6 2 1 2 2 3 6 2 9 2 6 6 13
split_gain=3474.43 838.172 582.625 214.208 148.967 134.231 134.162 126.411 125.187 146.044 153.624 120.694 115.942 109.152 107.433 105.632 98.4434 98.1559 89.8903 87.6476 81.1765 79.8182 78.6797 90.7009 78.5973 74.0382 94.9654 72.8111 70.7539 70.3309
threshold=0.44219328658623847 -0.77684947030257601 1.9050445948528159 -0.28923236754705023 1.1736189407195272 5.3183643141414967 -0.74663857924270294 0.96060893273625181 1.268541547601119 2.6678564447152069 1.0000000180025095e-35 -0.46949857141771356 0.47282392931369333 0.71671643102497262 1.2991141140390841 -0.46949857141771356 -1.5082751244358645 1.3619215257973298 -0.74663857924270294 0.27822433309940181 1.9361789395813689 -0.50274607753142375 1.1939863717401622 -0.40273933413740559 1.9361789395813689 3.6117044544971564 1.9361789395813689 0.92075631081364584 0.92075631081364584 1.2991141140390841
left_child=1 14 4 6 12 8 28 -6 11 10 15 25 17 18 16 -10 -1 21 -5 -12 -14 -2 -23 -24 29 26 -4 -13 -3 -9
right_child=2 3 5 13 7 -7 -8 24 9 -11 19 27 20 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.084501230580361852 0.20329827754052754 -0.0070218001449675995 0.22204412964571799 0.078366534400337973 0.11970967819762579 0.3661157915989558 -0.028214336762075388 0.069790834234066651 0.069362746928877478 -0.11482893123905709 0.088546592635767807 0.11701883192102497 0.026284260549302718 -0.058468242312644747 -0.021518857567366267 -0.16648469042778016 -0.050363244682001623 0.14132762882720543 0.0028896328625152221 0.33455176949501042 -0.11190766466045104 0.060303433618247915 -0.081287853694275811 0.051279427401259937 0.00097093672871037767 0.34216620481014254 0.10752657671707373 0.033400443586851319 0.04939354703595631 0.0090029729827898284
leaf_weight=1041 33 677 140 161 347 21 5442 1454 79 47 28 650 3711 286 1023 25 4480 135 7919 30 43 744 95 113 243 25 150 124 331 219
leaf_count=1041 33 677 140 161 347 21 5442 1454 79 47 28 650 3711 286 1023 25 4480 135 7919 30 43 744 95 113 243 25 150 124 331 219
internal_value=0 -0.0214783 0.0542545 -0.00831323 0.0429701 0.115313 -0.0220073 0.0641727 0.111256 0.0403657 0.0853913 0.124861 0.0331258 0.00224457 -0.0512847 0.0126687 -0.0568001 0.0613626 0.00439357 0.215791 0.0247013 0.0504029 0.0451029 -0.00926813 0.0541145 0.177045 0.162811 0.103623 0.0115035 0.0618335
internal_weight=0 21360 8456 14816 7137 1319 6450 2263 1298 209 162 1089 4874 8366 6544 104 5521 1120 8080 58 3754 985 952 208 1916 315 290 774 1008 1673
internal_count=29816 21360 8456 14816 7137 1319 6450 2263 1298 209 162 1089 4874 8366 6544 104 5521 1120 8080 58 3754 985 952 208 1916 315 290 774 1008 1673

Tree=22
num_cat=0
split_feature=9 9 9 9 2 9 2 2 9 2 2 3 9 2 3 2 9 8 2 3 13 3 13 9 6 3 0 3 6 8
split_gain=2839.33 645.227 521.237 177.107 143.378 113.275 111.253 106.166 104.464 102.604 99.8656 94.0573 99.517 108.883 84.0388 82.8984 82.7753 81.3944 80.8671 78.3547 78.1803 91.0356 77.9153 76.4127 72.2337 68.8191 67.7062 67.5683 113.834 69.7266
threshold=0.19838473520847552 1.4174274920972902 -0.77684947030257601 2.6364702489861047 -1.2344235826652614 0.68600183796400149 1.4483939361588105 2.1800714412926485 -0.28923236754705023 1.6922864378700899 0.228931427602414 0.99517256944427679 -1.5082751244358645 -0.50274607753142375 1.4176518993230329 0.96060893273625181 4.0993215572526829 0.52431584904994399 -0.25885357582014451 0.94546911887030538 1.2991141140390841 -0.073451617896106533 -0.91165174278191285 2.1488531462305791 -0.40273933413740559 0.74665531657442019 -0.93738828692260068 0.52298978899154924 0.92075631081364584 0.60086278125765658
left_child=2 5 11 9 -4 15 20 17 18 23 22 12 -1 -14 16 -2 25 -5 -6 -20 -7 -22 -10 -3 -18 -9 -25 28 -11 -29
right_child=1 3 4 7 8 6 -8 14 10 27 -12 -13 13 -15 -16 -17 24 -19 19 -21 21 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.07815407098096859 0.019371877908808986 0.088044239476788286 0.11970126487943063 0.18612366859559659 -0.016191328954494075 0.051394690138556444 -0.010015642066574217 0.14340762058097237 0.02415655900361724 0.089689392239991575 -0.034365097148247724 -0.017977680565170937 -0.042214156790670816 -0.14827644391493364 -0.01838270366573945 -0.042675696063934447 0.39905477975096026 0.41814147497726872 -0.067658040635973402 -0.0093250831254245194 -0.044742984787011761 0.047592985319068373 -0.0044525534101989882 0.028830734789371495 0.13676868478457135 0.020478556664853261 0.24042814851047531 -0.017690071777282615 0.00038904318837700664 0.068431361391565498
leaf_weight=1102 4187 913 83 54 5377 2968 402 212 1264 625 852 1003 4340 99 39 227 21 21 652 356 195 236 3856 20 21 58 62 224 185 162
leaf_count=1102 4187 913 83 54 5377 2968 402 212 1264 625 852 1003 4340 99 39 227 21 21 652 356 195 236 3856 20 21 58 62 224 185 162
internal_value=0 0.0408529 -0.0233101 0.0840947 -0.011292 0.0270776 0.0397317 0.143092 -0.0121719 0.0726238 -0.00266481 -0.0461562 -0.0512569 -0.0445796 0.120016 0.0161809 0.137316 0.251089 -0.021064 -0.0470563 0.0456153 0.00581685 0.00261032 0.0963493 0.267912 0.117001 0.188819 0.0528856 0.0692936 0.0184542
internal_weight=0 10832 18984 2617 12440 8215 3801 426 12357 2191 5972 6544 5541 4439 351 4414 312 75 6385 1008 3399 431 5120 995 42 270 82 1196 810 386
internal_count=29816 10832 18984 2617 12440 8215 3801 426 12357 2191 5972 6544 5541 4439 351 4414 312 75 6385 1008 3399 431 5120 995 42 270 82 1196 810 386

Tree=23
num_cat=0
split_feature=9 9 9 9 2 9 3 2 2 9 6 2 2 13 3 2 2 8 3 2 6 3 0 13 2 0 3 13 9 2
split_gain=2299.86 528.259 422.202 137.036 121.722 114.076 105.026 100.969 95.9908 88.0837 87.56 87.1185 86.7872 99.5279 86.231 86.6982 84.7122 81.396 81.007 80.8575 79.9543 73.4676 109.927 69.9704 66.1036 129.206 131.393 60.5206 60.1824 70.6696
threshold=0.19838473520847552 1.6612360434750533 -0.77684947030257601 0.9298103893417643 -0.99053108095398223 3.1240873517416303 1.3182449981750903 3.6434264515603241 -0.25885357582014451 -0.28923236754705023 0.92075631081364584 2.1800714412926485 0.96060893273625181 -0.91165174278191285 1.2933932728881048 0.47282392931369333 1.6922864378700899 1.7745824084425947 0.6472484154264776 0.47282392931369333 1.3619215257973298 0.324175986695664 0.64284757393235692 0.41480777131068514 1.4483939361588105 -0.57123607526108622 1.1442829211661907 -0.91165174278191285 -1.2644665730581017 -0.50274607753142375
left_child=2 3 10 12 6 7 -4 24 -5 -6 18 -7 13 14 15 -2 27 21 28 -11 -14 -13 -23 -18 25 26 -3 -10 -1 -30
right_child=1 5 4 8 9 11 -8 -9 16 19 -12 17 20 -15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.072382449089200676 0.078033962452398811 0.14650955472673688 0.088059501506422222 0.26220006026327608 -0.020009181820111289 0.34250589162111283 -0.052650662411802586 -0.1471043761074543 0.077387248458297447 -0.00027894287488316685 -0.022099762321093293 0.17643025284760619 -0.0012416521484604555 0.01433966571679425 -0.020214973991534796 0.018020699557129535 -0.041414925969187541 0.27774291690438985 -0.023743956203707284 -0.053474699000385519 -0.096304906772397392 0.14943182270296596 -0.078153023051052567 0.05812736186716292 0.070071173062225406 0.16578030517945688 -0.12559143772555723 0.0404845101427634 -0.043176469377073479 -0.14885022039596851
leaf_weight=1327 696 35 219 20 6215 22 70 20 559 5635 1711 73 511 4050 166 368 204 32 1043 301 107 44 41 108 1374 198 36 2168 2398 65
leaf_count=1327 696 35 219 20 6215 22 70 20 559 5635 1711 73 511 4050 166 368 204 32 1043 301 107 44 41 108 1374 198 36 2168 2398 65
internal_value=0 0.0367676 -0.0209791 0.0266637 -0.0101628 0.0850346 0.0539775 0.0762277 0.0438388 -0.0116883 -0.0415406 0.154118 0.0177559 0.0219059 0.0468192 0.0572775 0.0424018 0.132305 -0.0484231 -0.00297637 -0.0177008 0.102849 0.0396556 -0.00695798 0.0789463 0.124279 0.00854285 0.0480491 -0.0552148 -0.0459653
internal_weight=0 10832 18984 8957 12440 1875 289 1663 3059 12151 6544 212 5898 5280 1230 1064 3039 190 4833 5936 618 158 85 312 1643 269 71 2727 3790 2463
internal_count=29816 10832 18984 8957 12440 1875 289 1663 3059 12151 6544 212 5898 5280 1230 1064 3039 190 4833 5936 618 158 85 312 1643 269 71 2727 3790 2463

Tree=24
num_cat=0
split_feature=9 9 9 2 9 9 2 8 3 2 2 2 9 13 3 2 6 13 2 3 6 2 13 2 13 3 6 2 6 2
split_gain=1890.01 468.045 338.622 121.061 113.759 104.278 98.2057 102.44 159.141 88.7361 84.9434 84.1354 82.4376 79.9146 75.0036 72.869 91.9476 77.2022 98.1879 105.725 72.5809 71.4266 69.5196 69.2294 80.1409 63.8403 59.6146 58.6739 64.7947 58.5905
threshold=0.44219328658623847 -0.53304091892481309 2.1488531462305791 -0.74663857924270294 -1.0206580216803387 1.1736189407195272 1.9361789395813689 0.88153486601927245 1.0697277453052338 -0.99053108095398223 -0.74663857924270294 2.4239639430039279 1.0000000180025095e-35 -0.91165174278191285 1.3182449981750903 1.2045014344475311 1.3619215257973298 -0.91165174278191285 0.71671643102497262 1.1939863717401622 -0.40273933413740559 0.71671643102497262 0.41480777131068514 1.0000000180025095e-35 -0.91165174278191285 1.0697277453052338 0.47959109582996201 0.47282392931369333 1.3619215257973298 -0.50274607753142375
left_child=1 4 3 -2 25 15 7 8 13 -6 14 21 23 -4 26 17 -17 18 19 -5 -10 -7 -13 -12 -25 -1 -3 -14 -29 -11
right_child=2 10 6 5 9 11 -8 -9 20 29 12 22 27 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.050846780075125608 0.27273242785817103 0.027513581334234594 0.38550666570663455 0.09270782404034679 0.0094480485695189447 0.11253656309328219 0.080867553610272813 0.30640265517509901 -0.11221771597862246 -0.022908850880353378 -0.0072860906653987416 -0.11012328983894711 0.0099813621163972327 0.15692002929173984 -0.034387595944031318 0.0060317326825526027 -0.11093928900700581 0.020537295982213054 0.0092193970670816552 -0.015528767569749444 0.11164697696055687 0.046870075290705915 0.098649247109212662 -0.082412450578447219 -0.018372441148143855 -0.01515341808234677 0.1144868052048649 -0.0082750180627890798 -0.091589464178239863 -0.051060846297611422
leaf_weight=3294 21 182 20 549 725 178 751 39 30 4098 5276 58 4292 65 99 450 79 3324 348 108 28 2386 22 272 694 591 139 688 108 902
leaf_count=3294 21 182 20 549 725 178 751 39 30 4098 5276 58 4292 65 99 450 79 3324 348 108 28 2386 22 272 694 591 139 688 108 902
internal_value=0 -0.0158412 0.0400152 0.032968 -0.0322094 0.0322968 0.096839 0.162743 0.123563 -0.0232467 -0.00245414 0.0482779 -0.00409117 0.210705 0.0417066 0.023599 -0.0114365 0.0278803 0.052167 0.0749155 -0.00414511 0.0514288 -0.0527108 -0.0117924 -0.0364044 -0.045417 0.0651749 0.00535675 -0.019579 -0.0279875
internal_weight=0 21360 8456 7523 9610 7502 933 182 143 5725 11750 2644 11330 85 420 4858 529 4329 1005 657 58 2564 80 6242 966 3885 321 5088 796 5000
internal_count=29816 21360 8456 7523 9610 7502 933 182 143 5725 11750 2644 11330 85 420 4858 529 4329 1005 657 58 2564 80 6242 966 3885 321 5088 796 5000

Tree=25
num_cat=0
split_feature=9 9 9 6 2 9 2 2 7 1 3 7 6 2 9 6 9 2 13 9 13 3 3 3 1 6 2 5 3 9
split_gain=1530.91 379.117 274.284 105.895 98.0591 84.8922 85.3729 83.4221 80.2021 76.7942 86.3978 75.8724 79.8849 82.7106 75.135 69.17 65.2786 65.1135 72.86 61.7505 61.4971 145.791 83.3745 107.942 104.066 110.848 92.4857 61.5924 57.6874 53.7105
threshold=0.44219328658623847 -0.53304091892481309 2.1488531462305791 0.92075631081364584 -0.74663857924270294 0.9298103893417643 2.9117489464264863 2.1800714412926485 1.1691846174118707 1.4651994296722461 0.62239669013949184 0.95721897832727165 0.47959109582996201 -0.74663857924270294 -1.2644665730581017 0.92075631081364584 3.1240873517416303 0.96060893273625181 -0.91165174278191285 3.6117044544971564 1.2991141140390841 -0.073451617896106533 1.1442829211661907 1.4673553498970044 0.94912330072753048 1.0000000180025095e-35 0.47282392931369333 -0.72319402919985099 1.4425036246100185 1.4174274920972902
left_child=1 3 4 14 -2 17 20 16 -5 10 15 12 -3 -14 -1 -9 -4 18 28 -11 22 -22 26 24 25 27 -7 -24 -6 -28
right_child=2 11 7 8 5 6 -8 9 -10 19 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.054137258678882562 0.24545918745653972 -0.0051049740276819409 0.1183383305680543 -0.0046264998073937422 0.062075495497486137 0.13318921734175798 -0.12626322781847371 0.10287095936102152 -0.061569700587714452 0.10713065505287676 -0.006320586408666104 -0.019242152322715915 0.083949470913373181 0.010494069931798803 -0.029612156231986861 -0.00090426486658762729 0.29762800362977115 -0.013772690340634065 0.015009930411397941 0.29840341486657657 -0.057453343642903082 0.055352864223231379 -0.26237897628120016 0.051258286197501772 0.049531720104791663 0.026248371838659482 0.035965864217537634 -0.093817004359637704 -0.033747886972767968 0.064259483725545893
leaf_weight=1613 21 6249 264 2180 613 134 31 284 279 86 173 2139 161 3201 5538 83 22 553 2274 21 203 263 28 327 102 69 1564 96 70 1175
leaf_count=1613 21 6249 264 2180 613 134 31 284 279 86 173 2139 161 3201 5538 83 22 553 2274 21 203 263 28 327 102 69 1564 96 70 1175
internal_value=0 -0.0142571 0.0360137 -0.0289885 0.0296712 0.0290671 0.0390419 0.0871551 -0.0110873 0.0672744 0.0519386 -0.00220873 0.00158219 0.0140117 -0.0351441 0.0794014 0.13213 0.0177226 0.0236126 0.14467 0.0403356 0.00621196 0.0448855 0.011691 -0.0321684 -0.0753467 0.052072 -0.131879 0.0522547 0.0481035
internal_weight=0 21360 8456 9610 7523 7502 3992 933 2459 647 540 11750 9611 3362 7151 367 286 3510 2957 107 3961 466 3495 622 295 193 2873 124 683 2739
internal_count=29816 21360 8456 9610 7523 7502 3992 933 2459 647 540 11750 9611 3362 7151 367 286 3510 2957 107 3961 466 3495 622 295 193 2873 124 683 2739

Tree=26
num_cat=0
split_feature=9 9 9 2 2 9 9 2 6 2 2 6 3 3 2 3 13 3 2 3 8 3 3 9 8 6 7 13 3 13
split_gain=1273.45 361.329 173.772 126.799 103.695 97.8258 93.9801 76.2253 76.6579 74.2839 72.7085 94.6138 146.3 71.9957 67.1548 87.9484 66.2867 81.7557 60.8243 75.9483 67.7442 69.9361 59.0682 58.6018 57.1471 54.6317 76.3096 57.257 54.445 52.9905
threshold=1.0000000180025095e-35 1.4174274920972902 -1.0206580216803387 -0.99053108095398223 -1.2344235826652614 2.6364702489861047 0.68600183796400149 1.2045014344475311 0.92075631081364584 1.6922864378700899 1.0000000180025095e-35 1.3619215257973298 1.3679484487490616 0.12536218439977873 0.228931427602414 1.3679484487490616 -0.91165174278191285 0.62239669013949184 2.6678564447152069 1.4176518993230329 0.75395664567308363 0.49813806370456359 1.3182449981750903 4.0993215572526829 -0.29218476116566544 0.92075631081364584 1.0342973925398533 -0.91165174278191285 0.67210014071346313 -0.46949857141771356
left_child=2 3 -1 -2 22 9 10 16 -9 -3 11 -5 -13 -10 25 -16 17 -8 20 23 21 29 -4 -20 -23 27 -27 -6 -29 -7
right_child=1 5 4 6 14 18 7 8 13 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.037384225230189368 0.23104010312645526 0.067603502894702586 0.089711463129198241 0.01643355552867292 0.0007857066882042173 0.28495710257972989 0.09088747584458276 0.019480426926466246 -0.092401034146440131 0.030621427498905014 0.0024701874946046016 0.1252454955475 -0.085766805149614822 0.012636341602821661 -0.097637612617721692 0.012831253287467091 0.026870407038346217 0.017645867891060037 0.06771874560131913 -0.090730522114496975 0.26248830698430536 0.13114102585957602 -0.047248887121677401 0.19978312084451319 -0.078523699939250957 0.0059495329548095929 -0.039015202070023847 -0.025321246125529558 -0.0052259272481890674 0.093675492609230193
leaf_weight=3885 27 995 148 1132 1519 28 406 775 139 1196 5817 184 40 123 209 110 2110 244 210 26 40 26 40 40 26 2425 447 5648 1771 30
leaf_count=3885 27 995 148 1132 1519 28 406 775 139 1196 5817 184 40 123 209 110 2110 244 210 26 40 26 40 40 26 2425 447 5648 1771 30
internal_value=0 0.0225454 -0.0189442 0.0145981 -0.0131278 0.0559414 0.0140653 0.026787 0.00367199 0.0474161 0.00733115 0.0281838 0.0875647 -0.0430896 -0.0142702 -0.0595449 0.0354719 0.0633937 0.0997885 0.0719321 0.151044 0.110519 0.060571 0.088849 0.0263087 -0.0130473 -0.00104881 -0.0169027 -0.0205243 0.186018
internal_weight=0 13614 16202 10997 12317 2617 10970 3797 1037 2191 7173 1356 224 262 12129 319 2760 650 426 276 150 110 188 250 52 11810 2872 8938 7419 58
internal_count=29816 13614 16202 10997 12317 2617 10970 3797 1037 2191 7173 1356 224 262 12129 319 2760 650 426 276 150 110 188 250 52 11810 2872 8938 7419 58

Tree=27
num_cat=0
split_feature=9 9 9 2 2 9 9 2 2 9 13 2 13 9 2 5 7 6 2 3 10 2 13 3 3 2 6 8 8 0
split_gain=1032.32 243.029 200.806 82.0981 78.0758 75.5106 69.0249 73.9779 68.8198 76.619 62.7861 60.0265 81.062 65.4129 59.6073 58.18 53.0014 52.8647 100.667 91.9808 51.5439 69.3683 51.4726 80.1507 51.9387 89.7087 60.7376 56.7352 61.2 50.9552
threshold=0.19838473520847552 1.6612360434750533 -0.77684947030257601 -1.2344235826652614 2.1800714412926485 5.3183643141414967 0.68600183796400149 -0.50274607753142375 4.1312114549828829 3.3678959031193938 1.2991141140390841 0.228931427602414 -0.91165174278191285 1.0000000180025095e-35 0.228931427602414 0.19486803317964255 1.1499150138587255 -0.84390454912108936 0.71671643102497262 0.69695186600044889 0.74664859569328457 -0.50274607753142375 1.2991141140390841 -0.073451617896106533 1.1939863717401622 0.228931427602414 0.47959109582996201 1.3663321033347897 -0.54734120185804314 1.0668132926983216
left_child=2 4 10 15 6 8 14 -8 9 17 20 13 -13 -5 -2 -4 29 18 -3 -20 21 -1 24 -24 25 -9 27 28 -26 -12
right_child=1 5 3 11 -6 -7 7 22 -10 -11 16 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.035363441085833752 0.029314649459799925 0.26725207215973307 0.17524780853695812 -0.0088178293204859617 -0.084511769663643196 0.24593109836181007 0.21463199797130766 0.11972148833094075 -0.065551798175210549 0.14338604650180786 -0.0013160475901182677 -0.073880152041582686 -0.011776594050699044 0.010735192553746603 0.0028414406706770558 0.0077884193873260085 -0.065668755461229009 0.043249782378362384 0.1131114070935707 0.015556691374958437 -0.012276106881411765 -0.12709967193326779 -0.043794261221124592 0.033143823375754361 0.036352559079214468 0.032327614384362179 0.055619106038346799 0.055439493332498813 -0.056074982577676541 0.1312514584635695
leaf_weight=4407 1151 28 42 9274 74 21 21 122 46 100 865 304 681 2098 3258 41 128 1286 224 170 1030 84 251 294 97 3153 169 93 274 30
leaf_count=4407 1151 28 42 9274 74 21 21 122 46 100 865 304 681 2098 3258 41 128 1286 224 170 1030 84 251 294 97 3153 169 93 274 30
internal_value=0 0.0246333 -0.0140554 -0.00659597 0.0177801 0.0573715 0.0186322 0.027383 0.0552358 0.0583089 -0.0282356 -0.00726176 -0.0309436 -0.00521053 0.00975246 0.0925269 -0.00548039 0.0533278 0.0840395 0.0710193 -0.032452 -0.0370793 0.0264999 -0.00229005 0.0305149 0.0355832 0.0042925 -0.0144019 -0.0319093 0.00312756
internal_weight=0 10832 18984 12440 8957 1875 8883 4474 1854 1808 6544 12357 985 11372 4409 83 1023 1708 422 394 5521 4491 4453 545 3908 3275 633 464 371 895
internal_count=29816 10832 18984 12440 8957 1875 8883 4474 1854 1808 6544 12357 985 11372 4409 83 1023 1708 422 394 5521 4491 4453 545 3908 3275 633 464 371 895

Tree=28
num_cat=0
split_feature=9 9 9 2 6 3 9 2 1 3 2 3 7 7 0 2 8 7 6 9 13 2 3 13 2 5 3 1 7 3
split_gain=839.329 253.436 123.714 119.559 88.8734 170.999 131.598 75.7076 75.4945 63.8326 62.2008 60.4999 55.8199 53.889 78.144 53.0821 73.2666 53.0071 54.997 51.7248 51.3479 61.4226 69.4151 51.8727 65.6196 50.7618 49.786 47.3858 47.0213 58.1077
threshold=1.0000000180025095e-35 1.1736189407195272 -1.0206580216803387 -0.99053108095398223 -0.84390454912108936 0.69695186600044889 3.3678959031193938 -1.2344235826652614 1.3361803974360671 1.7407243280538465 0.228931427602414 1.7904277786278178 0.91867977122098099 0.89941016766783533 1.0000000180025095e-35 1.4483939361588105 1.3408164592655536 1.0921062031992892 0.92075631081364584 2.1488531462305791 1.2991141140390841 0.228931427602414 1.3679484487490616 -0.91165174278191285 -0.25885357582014451 0.19486803317964255 1.3182449981750903 0.14920530086322287 -1.5863686906879175 1.1194311958792051
left_child=2 3 -1 -2 5 6 10 26 28 13 -3 12 -10 14 -7 17 -17 -5 -19 -12 21 23 -23 24 -9 -15 -4 -16 29 -6
right_child=1 4 7 15 8 9 -8 20 11 -11 19 -13 -14 25 27 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.030938804001634897 0.22431173507983868 0.25012445932564636 0.079253393526163868 0.013341451253861403 0.001593618171984776 -0.023150627076392996 0.34784568179221381 0.0069297887891959066 0.053193602101757713 0.11595663343872525 0.071326473595974563 0.24280888274312021 0.21119774280426407 -0.21751907992930641 0.18001371541370947 -0.05764605628730033 0.1205001664849428 0.0037521886152125775 -0.046385105721578251 0.15582468032558588 0.0051177263329981069 -0.092870538588145271 0.0089183466564310664 -0.017063809993868528 -0.030489775665837261 -0.0046269267176588377 -0.046486098002642397 0.030166903101638255 0.027989560954765048 -0.17839455424497527
leaf_weight=3885 26 24 148 8672 71 181 21 2193 327 53 433 20 24 21 36 206 26 801 301 87 1621 199 101 7419 596 24 40 51 2185 24
leaf_count=3885 26 24 148 8672 71 181 21 2193 327 53 433 20 24 21 36 206 26 801 301 87 1621 199 101 7419 596 24 40 51 2185 24
internal_value=0 0.0183034 -0.0153798 0.0101506 0.0411369 0.0677168 0.10221 -0.0104722 0.0318024 0.0144686 0.0927281 0.0736367 0.0639973 -0.00271631 0.0142864 0.0095941 -0.0376814 0.0107163 -0.0099423 0.0854637 -0.0114483 -0.0140038 -0.0586016 -0.0126931 -0.00106665 -0.103977 0.0525003 0.0921725 0.0249951 -0.0438771
internal_weight=0 13614 16202 10032 3582 931 565 12317 2651 366 544 371 351 313 268 10006 232 9774 1102 520 12129 10508 300 10208 2789 45 188 87 2280 95
internal_count=29816 13614 16202 10032 3582 931 565 12317 2651 366 544 371 351 313 268 10006 232 9774 1102 520 12129 10508 300 10208 2789 45 188 87 2280 95

Tree=29
num_cat=0
split_feature=9 9 9 2 3 7 13 2 13 9 6 2 6 2 2 6 3 2 5 7 4 3 9 13 2 7 2 5 6 13
split_gain=694.676 189.544 139.045 76.2262 74.921 108.943 91.1927 103.815 84.5994 112.475 73.4295 61.6491 60.3012 53.684 53.2589 63.4911 53.0041 62.1064 51.3949 51.3393 48.925 89.4656 47.0507 47.154 49.3681 45.4628 45.33 44.4003 42.1078 40.6755
threshold=0.44219328658623847 -0.53304091892481309 1.9050445948528159 1.0000000180025095e-35 1.268541547601119 0.89941016766783533 1.0000000180025095e-35 1.9361789395813689 -0.46949857141771356 3.6117044544971564 -0.84390454912108936 2.4239639430039279 0.92075631081364584 3.1556414481377657 -0.50274607753142375 0.47959109582996201 0.6472484154264776 -0.25885357582014451 0.080110275382205817 1.1691846174118707 -0.80459693696799561 0.87091394300934855 -1.2644665730581017 -0.91165174278191285 -0.50274607753142375 1.1884542209650162 1.9361789395813689 1.0000000180025095e-35 -1.285069764104773 1.2991141140390841
left_child=1 12 3 20 8 6 10 -8 9 13 27 29 16 -4 15 28 17 22 -7 -14 21 -2 -1 24 -24 -16 -12 -6 -3 -5
right_child=2 14 4 11 5 18 7 -9 -10 -11 26 -13 19 -15 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.044270241243684755 0.1192378272265196 0.02747719946852822 0.10123619519820465 0.020529541458576286 -0.021693523476521176 -0.015240894612811862 0.29278942120075224 0.025979368388652804 0.046939957553107398 0.29230566611823938 -0.18544039520724068 -0.087692989675062047 -0.0013425658245083936 -0.061259841106154705 -0.0014964094542338109 0.046521614768455941 -0.0085709302011297197 -0.10986453837497122 -0.22382869786686369 -0.04690151408207887 0.096409120917627489 -0.14829248404502868 0.0082727859388250016 -0.027628016906827469 -0.081713848928017419 -0.025038482210721264 0.0025483073747676354 0.15506803194681806 -0.01674456027999606 -0.0030633535556367302
leaf_weight=1327 25 367 268 6005 30 21 25 35 782 30 29 56 2180 22 9479 485 1591 94 27 279 194 25 677 3395 67 898 23 27 521 832
leaf_count=1327 25 367 268 6005 30 21 25 35 782 30 29 56 2180 22 9479 485 1591 94 27 279 194 25 677 3395 67 898 23 27 521 832
internal_value=0 -0.00960392 0.0242597 0.018747 0.0540881 0.000379957 0.0381413 0.13715 0.0646641 0.107977 -0.016359 0.0168026 -0.0200202 0.0889089 -0.00108475 0.017424 -0.0246653 -0.0292707 -0.132572 -0.00651172 0.0736762 -0.0145273 -0.0278847 -0.0226314 0.000169151 -0.00353368 -0.102292 0.0620356 0.00153178 0.0176585
internal_weight=0 21360 8456 7137 1319 217 169 60 1102 320 109 6893 9610 290 11750 1373 7151 5560 48 2459 244 50 5466 4139 744 10377 52 57 888 6837
internal_count=29816 21360 8456 7137 1319 217 169 60 1102 320 109 6893 9610 290 11750 1373 7151 5560 48 2459 244 50 5466 4139 744 10377 52 57 888 6837

Tree=30
num_cat=0
split_feature=9 9 9 2 2 3 0 9 2 2 13 1 3 2 5 4 6 2 6 9 2 3 2 13 0 7 3 13 2 9
split_gain=571.465 139.682 116.656 62.5376 59.7349 138.438 72.0051 60.9952 59.8449 57.1799 56.7058 48.2533 62.1026 61.7346 54.0739 58.114 49.2993 47.9576 57.04 42.9406 48.6734 45.0197 73.1196 50.4862 45.0249 49.9265 54.1381 42.4671 42.2954 51.8644
threshold=0.19838473520847552 2.1488531462305791 -0.77684947030257601 -0.74663857924270294 -0.25885357582014451 1.1939863717401622 0.18033951709675974 0.9298103893417643 2.4239639430039279 2.1800714412926485 0.41480777131068514 1.4651994296722461 0.324175986695664 2.9117489464264863 -0.37892075580754087 0.45464731649049733 0.92075631081364584 0.96060893273625181 1.3619215257973298 -0.28923236754705023 0.71671643102497262 1.2188380970271477 1.0000000180025095e-35 -0.91165174278191285 -0.28216853973883765 0.86087096056154477 1.6661691521928896 1.2991141140390841 -1.4783160843765406 -1.5082751244358645
left_child=2 4 27 -4 5 -2 -7 17 -9 -3 -10 12 16 -14 15 -15 -11 -6 -19 21 -21 22 -5 -24 -23 -26 -27 -1 -29 -30
right_child=1 9 3 19 7 6 -8 8 10 11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 24 23 -25 25 26 -28 28 29 -31
leaf_value=-0.024733266640327004 0.12053331911661908 0.092551439362447849 0.017422327193586776 -0.014454230115794367 0.010213844474717694 -0.13234130881194558 0.063418818281634773 0.024985881416419772 -0.10584324022719208 0.078990149307707008 0.079896796680986884 0.10020748506883317 0.034015622912885103 -0.1065020937845111 -0.12729366262044225 0.12657294195631277 -0.017289598988693044 -0.0053882523190135366 -0.08568199264390447 0.00024583721789677847 -0.063587169385835779 -0.0057314551748235262 -0.14031854715536943 -0.034938514159639944 0.088089524887091541 -0.06604243718087674 0.1260834591742605 -0.059967969593248877 0.07376017015926617 -0.0036062942315443543
leaf_weight=5521 152 286 1152 4531 5076 42 34 3890 65 232 22 107 133 20 63 23 69 511 107 5724 122 521 77 111 127 55 20 114 97 812
leaf_count=5521 152 286 1152 4531 5076 42 34 3890 65 232 22 107 133 20 63 23 69 511 107 5724 122 521 77 111 127 55 20 114 97 812
internal_value=0 0.0183278 -0.0104576 -0.00477204 0.0148415 0.0654341 -0.0447644 0.0136488 0.0231514 0.0553166 -0.0588745 0.0388573 0.0267008 -0.0113568 -0.0682865 0.0181659 0.0569194 0.00701161 -0.0192902 -0.00703709 -0.00108629 -0.0134297 -0.0169898 -0.0780995 0.00980722 0.0498847 -0.0148089 -0.0212656 -0.00255124 0.00464953
internal_weight=0 10832 18984 12440 9899 228 76 9671 3977 933 87 647 540 239 106 43 301 5694 618 11288 5846 5442 4719 188 723 202 75 6544 1023 909
internal_count=29816 10832 18984 12440 9899 228 76 9671 3977 933 87 647 540 239 106 43 301 5694 618 11288 5846 5442 4719 188 723 202 75 6544 1023 909

Tree=31
num_cat=0
split_feature=9 9 9 2 3 6 13 1 6 3 8 3 7 6 13 3 5 0 0 0 9 2 4 1 9 3 6 0 4 6
split_gain=471.004 157.157 83.4484 60.5379 77.7711 77.9599 71.4507 65.4719 64.786 133.304 54.9433 90.2067 53.5101 58.3045 51.9966 111.296 69.8411 63.8814 90.6904 49.9706 49.0873 46.1087 48.0985 50.9425 45.4779 66.6263 107.816 55.8325 118.354 43.0304
threshold=0.68600183796400149 -0.53304091892481309 2.3926616976083417 0.71671643102497262 1.0945794705922196 -0.40273933413740559 -0.91165174278191285 -0.57330127965937983 0.92075631081364584 0.10051045911279306 1.417363391473266 1.0945794705922196 0.95721897832727165 0.47959109582996201 -0.46949857141771356 0.74665531657442019 -0.49367851360497755 -0.16654152552993842 0.54649172875827412 0.10325484095749345 3.3678959031193938 -0.99053108095398223 0.45464731649049733 0.27822433309940181 1.4174274920972902 1.4673553498970044 -0.40273933413740559 -0.78321893464406822 1.0000000180025095e-35 0.92075631081364584
left_child=1 29 3 4 6 7 -2 -6 10 -10 11 -5 13 -3 15 20 -17 -18 -19 -12 -4 22 23 -15 -13 26 27 -26 -29 -1
right_child=2 12 14 8 5 -7 -8 -9 9 -11 19 24 -14 21 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.020323274498443344 0.098614206478588234 -0.0020639776993128358 0.13922990539891494 0.024841514667573866 0.092466213305791231 0.040392146714171663 0.034340877599223635 -0.10342109550281869 -0.043754194691963497 0.027744149419248378 0.038911042466419958 0.0043507040847704315 -0.012997440126150962 0.27439364880323408 0.03925409709566921 -0.10328560666791325 -0.070582483299076557 0.29967291489953091 0.028718912005424504 0.1268918030883795 0.30936472598801962 0.011549943072139558 -0.015407939025988946 0.060271554827690123 -0.30528148362040519 -0.0044351677357302452 0.031651607076363532 -0.27205896766289422 0.060559763275086879 -0.0049881721869862485
leaf_weight=7151 288 7362 74 2784 21 173 433 91 500 545 318 329 2494 20 434 29 20 21 30 81 22 3861 26 25 25 123 34 23 20 2459
leaf_count=7151 288 7362 74 2784 21 173 433 91 500 545 318 329 2494 20 434 29 20 21 30 81 22 3861 26 25 25 123 34 23 20 2459
internal_value=0 -0.00658261 0.0239981 0.0202361 0.0425336 -0.00169013 0.0600146 -0.0666922 0.0155454 -0.00646558 0.0217004 0.0175083 0.000259484 0.00318695 0.0585604 0.10131 0.0274777 0.080888 0.140288 0.0567718 0.178219 0.0130184 0.092874 0.155437 -0.0193433 -0.0539892 -0.113746 -0.186444 -0.117353 -0.0163993
internal_weight=0 23398 6418 5788 1006 285 721 112 4782 1045 3737 3338 13788 11294 630 196 100 71 51 399 96 3932 71 45 554 225 102 68 43 9610
internal_count=29816 23398 6418 5788 1006 285 721 112 4782 1045 3737 3338 13788 11294 630 196 100 71 51 399 96 3932 71 45 554 225 102 68 43 9610

Tree=32
num_cat=0
split_feature=9 9 2 2 9 9 2 8 2 1 9 2 2 8 3 3 3 7 2 5 3 2 13 9 0 6 2 3 13 6
split_gain=391.585 123.554 85.9478 75.0274 64.9194 57.1898 56.5815 44.5857 51.9049 62.2072 56.0009 61.9434 41.2652 55.4204 40.7874 40.4006 40.0169 49.8523 45.5161 37.7266 37.3928 36.984 45.5337 39.907 36.7059 36.3947 33.6704 68.0321 33.6196 33.3477
threshold=1.0000000180025095e-35 1.1736189407195272 -0.99053108095398223 1.0000000180025095e-35 -1.0206580216803387 5.3183643141414967 -1.2344235826652614 2.8462394593505818 4.1312114549828829 0.02018626862704398 2.6364702489861047 2.6678564447152069 1.4483939361588105 1.3408164592655536 1.3182449981750903 1.0697277453052338 1.7158726027668607 0.59109651081750947 0.228931427602414 1.4572033689514463 1.3679484487490616 -0.99053108095398223 -0.91165174278191285 -1.5082751244358645 0.46940705261900811 1.3619215257973298 -0.50274607753142375 1.3928001740360474 0.41480777131068514 -0.84390454912108936
left_child=4 2 -2 -3 15 7 14 8 10 -10 11 -5 -4 19 -6 21 18 -18 -8 28 25 23 -23 -1 -22 -20 -17 -28 29 -14
right_child=1 3 12 5 6 -7 16 -9 9 -11 -12 -13 13 -15 -16 26 17 -19 20 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.037380692728039733 0.18838909279841642 0.20847591433836068 0.0073270536203698519 0.024535017402210563 0.071704977838876291 0.19590593354485464 -0.0079752447414002288 0.10970179015208806 0.047147079575806855 -0.19164841563130419 0.063867640856516653 -0.053616898509124961 0.0041880964078009125 0.10222954176939453 -0.042105228006839752 -0.0061639020363134997 0.0097814991128020914 0.11724288028975327 -0.053002943923728098 -0.17342095130487631 0.060509355843067172 -0.11357550719380378 -0.034463195481829433 -0.013276540040459176 -0.097034832693281628 -0.17201889067888262 0.17427056301385166 -0.028878263690892386 0.039802253774778792 -0.097668818570673471
leaf_weight=1101 26 23 9774 2973 148 20 11372 63 20 24 354 105 50 26 40 525 429 48 179 23 50 100 267 1826 21 30 32 34 43 90
leaf_count=1101 26 23 9774 2973 148 20 11372 63 20 24 354 105 50 26 40 525 429 48 179 23 50 100 267 1826 21 30 32 34 43 90
internal_value=0 0.012502 0.00680948 0.0284449 -0.010505 0.0272815 -0.00694997 0.0263285 0.0248174 -0.083105 0.026201 0.021869 0.00633766 -0.0353449 0.04749 -0.021776 -0.00779379 0.0205952 -0.00895596 -0.0527086 -0.048787 -0.0260954 -0.0560197 -0.0223434 0.0139118 -0.0700866 0.00229907 0.0696181 -0.0375371 -0.0612913
internal_weight=0 13614 10032 3582 16202 3559 12317 3539 3476 44 3432 3078 10006 232 188 3885 12129 477 11652 206 280 3294 367 2927 71 209 591 66 183 140
internal_count=29816 13614 10032 3582 16202 3559 12317 3539 3476 44 3432 3078 10006 232 188 3885 12129 477 11652 206 280 3294 367 2927 71 209 591 66 183 140

Tree=33
num_cat=0
split_feature=9 9 9 2 2 13 2 3 9 13 3 3 6 8 6 7 2 3 9 8 9 3 9 2 9 2 6 9 3 5
split_gain=320.523 85.9404 69.5716 49.5193 48.59 62.2964 45.6107 43.6697 42.1467 41.7089 79.8642 53.8588 93.7774 75.7212 68.9205 57.1456 52.9185 49.3383 73.9631 66.699 51.8602 46.2273 43.7291 63.6046 43.236 40.0742 44.1337 38.6755 41.6152 49.3655
threshold=0.44219328658623847 -0.53304091892481309 2.3926616976083417 -0.74663857924270294 2.4239639430039279 0.41480777131068514 2.4239639430039279 1.4176518993230329 3.3678959031193938 1.2991141140390841 -0.073451617896106533 1.1442829211661907 1.0000000180025095e-35 1.3408164592655536 -1.285069764104773 -0.48800128815863136 -0.25885357582014451 1.4673553498970044 1.4174274920972902 1.0346287304346997 1.1736189407195272 1.7158726027668607 1.6612360434750533 2.1800714412926485 1.1736189407195272 -0.50274607753142375 0.47959109582996201 4.0993215572526829 0.74665531657442019 1.0000000180025095e-35
left_child=1 -1 3 -2 9 -6 8 27 -4 11 -11 14 13 17 24 -14 -16 18 -13 20 -19 -15 23 -18 -5 26 -3 28 -8 -30
right_child=2 25 6 4 5 -7 7 -9 -10 10 -12 12 15 21 16 -17 22 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.013537421533605327 0.16725872549272719 0.0020180214058003717 0.069509354454121569 0.032943477721185492 -0.082250614462649085 0.042957685603073142 0.047620891201420483 -0.074490427230862341 0.20539204873717748 -0.038833496503764768 0.021142237396926652 -0.039287849347833748 -0.0045917624525907566 0.012366993546199341 0.15655893793812506 0.067581731622438815 0.013068159021286769 -0.035055348864771463 -0.15902321400531544 -0.1787914759438971 0.049391499945322576 0.15514435819510758 0.038999548950591774 -0.15742881243879148 0.083342176920221944 -0.0029114562132880628 0.039527658063956757 0.13232692401856183 -0.13901427266798144 0.02498470298945904
leaf_weight=9610 21 888 187 538 114 61 261 37 26 400 499 182 205 104 27 236 4025 187 72 23 119 29 713 22 249 10377 485 40 29 50
leaf_count=9610 21 888 187 538 114 61 261 37 26 400 499 182 205 104 27 236 4025 187 72 23 119 29 713 22 249 10377 485 40 29 50
internal_value=0 -0.00652359 0.0164787 0.0139051 0.0134925 -0.0386066 0.048448 0.0292178 0.086096 0.0146875 -0.00554329 0.0173895 -0.00224433 -0.0245875 0.0214649 0.0340317 0.0169563 -0.0401201 -0.0732286 -0.0145592 -0.00221491 0.0434989 0.0161644 0.0121413 0.0488892 -0.000787171 0.015268 0.0393157 0.0283732 -0.0352175
internal_weight=0 21360 8456 7826 7805 175 630 417 213 7630 899 6731 1157 716 5574 441 4787 583 254 329 306 133 4760 4047 787 11750 1373 380 340 79
internal_count=29816 21360 8456 7826 7805 175 630 417 213 7630 899 6731 1157 716 5574 441 4787 583 254 329 306 133 4760 4047 787 11750 1373 380 340 79

Tree=34
num_cat=0
split_feature=9 9 13 3 0 1 2 9 2 8 3 3 1 2 13 7 0 1 1 9 2 2 6 2 6 3 7 2 0 2
split_gain=266.719 84.2533 52.9619 58.623 107.175 103.516 50.9772 49.7877 48.8281 48.3919 45.4706 108.896 98.4078 65.6909 62.1648 61.8477 117.917 52.541 114.808 52.2036 58.5066 48.8662 47.4501 45.3716 45.0991 44.7174 49.3935 42.0845 40.3722 39.0177
threshold=1.0000000180025095e-35 1.4174274920972902 1.2991141140390841 1.1939863717401622 -0.070185680355855637 -0.21204798939807942 1.4483939361588105 -1.0206580216803387 -0.99053108095398223 -0.7004350662734683 1.268541547601119 1.3430967234620759 -0.44428224742320099 0.71671643102497262 1.2991141140390841 0.34059166462661977 0.54649172875827412 -0.031421344267428299 0.66528142980793847 3.1240873517416303 0.47282392931369333 3.1556414481377657 -0.84390454912108936 -0.99053108095398223 -0.40273933413740559 1.8152795039148033 0.78379254634896323 -0.99053108095398223 -0.43633789201737011 0.228931427602414
left_child=2 6 7 9 27 -6 8 -1 -2 -4 14 17 22 -14 19 28 -17 -12 -19 20 -3 -21 -13 -9 -24 26 -18 -5 -15 -25
right_child=1 10 3 4 5 -7 -8 23 -10 -11 11 12 13 15 -16 16 25 18 -20 21 -22 -23 24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.021786879242026203 0.14221376947782657 0.1954849175092849 -0.028758953963061634 -0.085000365227460864 0.30140639230875033 0.062101009809503373 -0.025995265552308917 0.015814357684652142 0.0075625807955033916 0.008142437322364476 -0.00047183775089003821 0.033320276028123395 0.20713440453012788 0.021188051193538643 -0.014234982903144556 0.26140822758175564 -0.055768972933292395 -0.36350725853815674 -0.028731847731840045 0.18044340230686509 0.031403266317056658 0.057195589534267045 -0.23653559481555764 -0.008368750325178774 -0.057472954117334808 -0.10396221034228802 0.14023398649361399 0.031343806739787615 -0.1053848458588722 -0.044990004927540822
leaf_weight=3259 27 22 466 38 28 51 463 764 10507 1497 22 29 24 90 256 29 20 20 21 46 1779 107 22 9628 39 20 36 171 35 300
leaf_count=3259 27 22 466 38 28 51 463 764 10507 1497 22 29 24 90 256 29 20 20 21 46 1779 107 22 9628 39 20 36 171 35 300
internal_value=0 0.010318 -0.00866984 0.00556369 0.0476955 0.146918 0.00648031 -0.0109664 0.00790771 -0.000617648 0.0264443 -0.00427154 0.0178645 0.049702 0.032101 0.0332743 0.0898537 -0.125141 -0.192037 0.0381716 0.0334076 0.0942505 -0.0719882 -0.00766827 -0.122053 0.0243921 0.0702329 0.0101903 -0.0142524 -0.00947536
internal_weight=0 13614 16202 2251 288 79 10997 13951 10534 1963 2617 407 344 254 2210 230 105 63 41 1954 1801 153 90 10692 61 76 56 209 125 9928
internal_count=29816 13614 16202 2251 288 79 10997 13951 10534 1963 2617 407 344 254 2210 230 105 63 41 1954 1801 153 90 10692 61 76 56 209 125 9928

Tree=35
num_cat=0
split_feature=9 7 9 1 7 3 6 5 13 13 7 6 2 2 3 9 3 0 9 2 2 6 5 0 9 13 2 9 2 6
split_gain=227.66 79.6787 62.9174 53.4823 76.2314 65.0331 98.9147 91.7342 54.3496 49.9405 62.8637 49.8267 53.8238 49.716 47.3425 42.9855 42.2676 114.325 40.6174 40.1087 38.1651 37.3396 36.7141 45.8669 37.785 35.854 56.9259 35.6448 42.1794 64.5923
threshold=0.68600183796400149 1.1884542209650162 -0.77684947030257601 1.310376590988833 0.91867977122098099 1.0697277453052338 -1.285069764104773 1.6867188845463195 1.2991141140390841 0.85696094267488454 0.89941016766783533 0.47959109582996201 0.47282392931369333 0.228931427602414 -0.073451617896106533 0.44219328658623847 1.0697277453052338 1.0668132926983216 3.1240873517416303 -0.50274607753142375 -0.74663857924270294 -0.84390454912108936 -0.49367851360497755 -0.41706672298255359 1.9050445948528159 0.41480777131068514 2.9117489464264863 -1.5082751244358645 -1.4783160843765406 0.92075631081364584
left_child=1 2 16 5 -5 6 -2 9 13 -7 22 21 15 -8 -10 20 19 -18 25 27 -13 -4 23 -11 -24 26 -15 -1 29 -29
right_child=3 -3 11 4 -6 7 8 -9 14 10 -12 12 -14 18 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.030706771619318746 0.059792014989645925 -0.022731628901159817 0.0036398787145714186 0.033715464030277961 0.17071778625249864 -0.023142255374300938 0.11793202142022095 0.19892816373280117 -0.042048479306201147 0.025779089621371695 -0.11525513414569476 0.038381182145416526 -0.017205974188152708 0.0093907352955287637 0.018300043175458514 0.056383108751227463 0.0028715665908918848 0.24463901489973072 0.082395503362947764 -0.085534656838281084 0.0071359492123456193 -0.0087688092748441707 -0.0031780131431596893 0.21010351208625019 0.1158195178517524 0.029441590426468545 -0.119158702354346 -0.018580293881170679 -0.012482600480838867 0.082570862474520348
leaf_weight=1021 518 2191 4167 732 43 872 49 21 306 27 27 432 719 2186 226 210 887 20 91 80 4112 5801 124 27 34 1100 35 132 3505 121
leaf_count=1021 518 2191 4167 732 43 872 49 21 306 27 27 432 719 2186 226 210 887 20 91 80 4112 5801 124 27 34 1100 35 132 3505 121
internal_value=0 -0.00457646 -0.00270076 0.0166843 0.0413169 0.0133013 0.0186791 -0.00812882 0.0133456 -0.0120426 0.0284549 0.000627716 0.008294 0.0179197 -0.0164117 0.0121506 -0.0116142 0.00820271 0.0164834 -0.0153133 0.0101064 -0.00358151 0.0467576 0.117941 0.0224291 0.0146773 0.00736497 -0.0141378 -0.00963625 0.0297963
internal_weight=0 23398 21207 6418 775 5643 4511 1132 3993 1111 239 15441 5473 3461 532 4754 5766 907 3412 4859 4544 9968 212 54 158 3321 2221 4779 3758 253
internal_count=29816 23398 21207 6418 775 5643 4511 1132 3993 1111 239 15441 5473 3461 532 4754 5766 907 3412 4859 4544 9968 212 54 158 3321 2221 4779 3758 253

Tree=36
num_cat=0
split_feature=9 9 2 13 4 2 7 13 0 3 6 3 9 0 8 2 3 0 6 7 6 6 8 13 2 3 9 2 3 6
split_gain=187.955 51.8265 44.8966 58.4977 54.057 43.4393 43.2716 55.5189 40.6107 71.8795 41.883 42.8397 40.0714 39.9707 39.0043 37.7558 106.773 58.5271 40.2572 38.9089 79.3105 36.9067 33.8394 33.0344 104.721 57.9835 58.4449 38.563 34.7773 32.8047
threshold=0.19838473520847552 1.9050445948528159 1.9361789395813689 0.41480777131068514 -1.22434502145416 1.9361789395813689 1.1884542209650162 1.2991141140390841 -0.30143970877365417 1.0945794705922196 -0.40273933413740559 1.4673553498970044 -1.0206580216803387 1.1824403069072209 0.88153486601927245 -0.25885357582014451 1.1939863717401622 0.18033951709675974 1.3619215257973298 1.0150277889867081 0.92075631081364584 -0.40273933413740559 2.9738176796967708 -0.91165174278191285 1.0000000180025095e-35 1.0697277453052338 1.0000000180025095e-35 -0.25885357582014451 1.7904277786278178 -1.285069764104773
left_child=6 2 15 4 -4 8 7 12 9 -3 11 29 -1 -9 -12 16 18 -18 -2 -17 -21 -6 -7 24 25 26 27 -14 -27 -10
right_child=1 5 3 -5 21 22 -8 13 10 -11 14 -13 23 -15 -16 19 17 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.017185427596593035 0.072097573544616336 0.065213405946890513 0.087288565087047493 0.035161669948889362 -0.026986423335396328 0.015057686854817391 -0.020292627292017886 0.0086587570359909129 0.16301102517172694 -0.10360485829020803 0.09681939228297505 -0.074187992664519697 0.01790943605452374 0.13579553078114986 0.24615607496512976 0.010809240626479854 -0.12649733119067694 0.051464832133867523 0.20139887928962708 0.0065215219603308242 -0.050959811606646879 -0.11836434614424612 0.14652177225798368 -0.0074304745993829099 -0.034654620224642309 -0.034612326576285025 0.061917305693582253 -0.020961035726390579 0.044455391837453305 0.044313175668223549
leaf_weight=2903 122 75 22 93 78 932 1905 2278 30 38 73 24 1853 25 23 7726 42 33 30 943 322 102 20 8458 576 354 270 296 66 104
leaf_count=2903 122 75 22 93 78 932 1905 2278 30 38 73 24 1853 25 23 7726 42 33 30 943 322 102 20 8458 576 354 270 296 66 104
internal_value=0 0.0105109 0.0079353 -0.0304668 -0.060682 0.0290872 -0.0059974 -0.0044029 0.0583156 0.00844266 0.0805031 0.0488506 -0.00665381 0.0100389 0.132598 0.00916427 0.0494419 -0.048194 0.0976176 0.00814736 -0.00811009 -0.0787672 0.0178195 -0.00407878 0.00422244 0.0121101 0.0180651 0.0125555 -0.0221874 0.0708873
internal_weight=0 10832 9513 295 202 1319 18984 17079 367 113 254 158 14776 2303 96 9218 227 75 152 8991 1265 180 952 11873 3415 2839 2419 2149 420 134
internal_count=29816 10832 9513 295 202 1319 18984 17079 367 113 254 158 14776 2303 96 9218 227 75 152 8991 1265 180 952 11873 3415 2839 2419 2149 420 134

Tree=37
num_cat=0
split_feature=9 9 10 2 2 2 13 0 9 13 3 2 6 7 7 6 8 9 2 5 9 8 9 2 2 9 2 9 9 6
split_gain=159.296 66.3806 51.7445 65.0823 49.098 48.558 45.7263 107.535 49.7291 44.011 60.3689 75.308 50.3 43.2946 43.1114 43.1088 41.8145 38.7331 42.0255 68.4856 43.9204 35.0243 34.6073 34.3366 34.2133 50.1849 38.5988 37.1625 30.4851 30.3297
threshold=-0.28923236754705023 0.9298103893417643 0.74664859569328457 1.0000000180025095e-35 0.96060893273625181 -0.25885357582014451 1.2991141140390841 1.0668132926983216 -0.53304091892481309 -0.91165174278191285 1.1442829211661907 -0.25885357582014451 1.3619215257973298 0.18643483620145665 0.84160135700839944 1.3619215257973298 -0.4452786255810906 5.3183643141414967 3.6434264515603241 0.4243835487745159 2.6364702489861047 1.1622069507808883 3.855513005874919 2.4239639430039279 0.71671643102497262 0.44219328658623847 0.228931427602414 1.0000000180025095e-35 1.0000000180025095e-35 1.3619215257973298
left_child=2 4 3 -1 9 -3 -4 8 -8 10 11 12 -2 -10 -12 21 -16 18 20 22 23 -6 -20 -7 25 26 27 -13 -14 -5
right_child=1 5 6 29 15 17 7 -9 13 -11 14 24 28 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010552974416478178 0.029374309056704961 0.14749023622966237 -0.00088585185483516099 -0.058429701188727035 -0.020845336677579613 0.015734066471760146 -0.0062301646635009381 0.24718204082354256 0.04432194670191391 0.00040159724741607202 -0.0086613600118467075 -0.0097629639025353186 0.062011525509620295 0.19566258632682246 -0.0091082479272569933 -0.08010176382629218 -0.20232924080143372 0.15430522173643113 -0.049148920905299306 -0.17598266946772734 0.051951642804342557 0.061163305356327836 0.1020479256597658 -0.022407919011404737 -0.032806033409126335 0.044688502806326691 -0.023304279550995389 0.03468053081783877 0.13900278781540693 -0.18568276817148383
leaf_weight=10199 367 28 2307 126 510 4221 204 23 89 8473 381 316 144 24 21 113 24 20 41 30 320 58 24 250 163 424 349 465 80 22
leaf_count=10199 367 28 2307 126 510 4221 204 23 89 8473 381 316 144 24 21 113 24 20 41 30 320 58 24 250 163 424 349 465 80 22
internal_value=0 0.00642408 -0.00831659 -0.0115084 0.00237714 0.0161748 0.00415985 0.0383964 0.023248 0.00396132 0.0149933 0.0213774 0.0521663 0.0764651 -0.0195943 -0.0236933 -0.112159 0.0154253 0.0148569 -0.0510046 0.0161628 -0.0124712 0.00667761 0.0136013 0.0107797 0.0153514 0.0043435 0.0166983 0.0895084 -0.0773457
internal_weight=0 16822 12994 10347 11888 4934 2647 340 317 11207 2734 2308 591 113 426 681 45 4906 4886 95 4791 568 65 4471 1717 1554 1130 781 224 148
internal_count=29816 16822 12994 10347 11888 4934 2647 340 317 11207 2734 2308 591 113 426 681 45 4906 4886 95 4791 568 65 4471 1717 1554 1130 781 224 148

Tree=38
num_cat=0
split_feature=9 7 1 9 13 2 2 4 2 9 0 6 3 3 9 4 9 7 3 5 0 2 3 6 0 12 2 3 2 3
split_gain=132.991 50.9081 41.5034 38.0827 52.1538 56.6614 48.3916 35.8642 35.1438 39.6852 57.881 34.5361 101.052 73.5483 58.9641 45.3921 38.6091 33.7051 55.2768 40.3052 46.4561 33.5155 50.8999 71.987 44.7623 58.4709 32.3936 30.5808 41.97 28.2093
threshold=0.68600183796400149 1.1884542209650162 2.4973516875616775 -0.28923236754705023 1.2991141140390841 1.0000000180025095e-35 1.4483939361588105 0.45464731649049733 -1.4783160843765406 -1.5082751244358645 0.6235764048975404 -0.84390454912108936 0.6472484154264776 0.19991736026073567 2.1488531462305791 -0.38484885248183137 3.6117044544971564 0.89941016766783533 0.87091394300934855 -0.37892075580754087 1.047542123663505 -0.25885357582014451 1.1691346464531764 1.3619215257973298 0.18033951709675974 -1.0688571508380804 1.2045014344475311 0.34902771198264965 1.0000000180025095e-35 1.6661691521928896
left_child=1 3 11 4 27 8 21 -8 -6 10 -10 12 13 -2 26 16 -13 -17 -19 -20 -21 22 23 -5 25 -24 -15 28 -1 -27
right_child=2 -3 -4 6 5 -7 7 -9 9 -11 -12 15 -14 14 -16 17 -18 18 19 20 -22 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.011928593792359665 0.026787994906590975 -0.018009651585444656 0.058668019310498115 0.01501230818775719 -0.048062049908545415 0.16652741491106218 -0.16715469216478285 -0.0084864665887185511 0.023158416847387953 0.0083042304013496299 0.19946563503256554 0.020098330040373959 -0.0085999743189851714 0.093246338035027354 0.21939295910298828 0.0053394741585209527 0.14809265431637567 -0.0088466921546909178 -0.0048962532387425506 -0.26082519248805264 -0.069509307444095614 0.00074385316162402129 0.067629175633192068 0.07972343592843581 0.047427740400727794 -0.085784396576419689 0.011606771432196917 -0.0013735677311894532 -0.08621587681692916 -0.00086962263341303222
leaf_weight=6176 772 2191 191 874 103 23 29 28 60 1425 27 1307 611 177 30 2638 24 519 30 22 30 8154 42 214 79 142 67 3700 77 54
leaf_count=6176 772 2191 191 874 103 23 29 28 60 1425 27 1307 611 177 30 2638 24 519 30 22 30 8154 42 214 79 142 67 3700 77 54
internal_value=0 -0.00349782 0.0127519 -0.00199853 -0.00585829 0.0106766 0.00265398 -0.0892124 0.0084571 0.0123073 0.0778745 0.0113436 0.0237114 0.0425854 0.0870951 0.00685919 0.0224063 0.000470447 -0.0209014 -0.097199 -0.150451 0.00320178 0.0174665 0.0277404 -0.0177954 -0.039445 0.0708289 -0.00857951 -0.0128434 -0.0623895
internal_weight=0 23398 6418 21207 11591 1638 9616 57 1615 1512 87 6227 1657 1046 274 4570 1331 3239 601 82 52 9559 1405 1088 317 238 244 9953 6253 196
internal_count=29816 23398 6418 21207 11591 1638 9616 57 1615 1512 87 6227 1657 1046 274 4570 1331 3239 601 82 52 9559 1405 1088 317 238 244 9953 6253 196

Tree=39
num_cat=0
split_feature=9 7 1 7 3 5 2 13 12 13 3 6 9 2 13 2 1 3 5 7 3 7 13 9 2 9 3 9 6 2
split_gain=107.723 41.2355 34.6545 58.4788 44.0338 71.6789 69.066 46.745 43.2209 44.5448 37.3575 34.5842 33.1148 78.3464 61.4527 54.5681 40.323 32.8619 39.9747 36.1551 32.1331 31.7722 27.5607 33.4014 33.7824 66.1106 46.2987 27.6222 32.9099 27.2357
threshold=0.68600183796400149 1.1884542209650162 1.310376590988833 0.91867977122098099 1.0697277453052338 1.6867188845463195 0.228931427602414 1.2991141140390841 1.4555872264988512 0.85696094267488454 -0.073451617896106533 -1.285069764104773 -1.2644665730581017 -1.2344235826652614 1.2991141140390841 -0.50274607753142375 0.35563575244110834 1.7158726027668607 -1.1822250603895974 0.12862602554202038 1.2436898223141333 0.89941016766783533 0.41480777131068514 3.855513005874919 1.9361789395813689 1.4174274920972902 0.49813806370456359 1.6612360434750533 1.3619215257973298 1.2045014344475311
left_child=1 12 4 -4 6 8 -2 11 9 17 -9 -8 15 14 -14 -1 -16 18 20 -19 -6 -11 23 24 27 -26 -27 29 -29 -13
right_child=2 -3 3 -5 5 -7 7 10 -10 21 -12 22 13 -15 16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.01661937268052073 0.085877815220966991 -0.01620868644857756 0.024647226157506592 0.14464148337151422 -0.027446746715792905 0.17414855715774358 0.041296150900571697 -0.039486272080369249 -0.087827987811515032 0.045839173493511749 0.014121784475854542 0.013052797742714787 0.02674866802116603 -0.0015524105431449927 0.22047529405560989 0.11310007730216692 0.048972144722938538 -0.02309361783282779 -0.021211513663513107 0.061435270187212156 -0.17557747245300562 -0.073800063878297809 0.024313370837232114 0.12782251658764751 -0.17735455832085933 0.0081317247307578205 -0.078669556109234706 0.028141135944003637 0.15793602232422149 -0.015081955657283189
leaf_weight=1873 127 2191 732 43 27 21 440 306 71 198 226 1089 405 18841 29 33 26 107 555 96 32 25 1126 22 26 265 80 280 21 503
leaf_count=1873 127 2191 732 43 27 21 440 306 71 198 226 1089 405 18841 29 33 26 107 555 96 32 25 1126 22 26 265 80 280 21 503
internal_value=0 -0.00314803 0.0114767 0.031305 0.00875356 -0.00888046 0.0131787 0.0110727 -0.01234 -0.00718655 -0.0167129 0.0149101 -0.00179867 -0.000556898 0.040218 -0.0143734 0.139401 -0.017999 -0.0295308 0.0168806 -0.107789 0.0324267 0.0115075 0.00519977 0.0040082 -0.0235846 -0.0119961 0.00941598 0.0371966 0.00416349
internal_weight=0 23398 6418 775 5643 1132 4511 4384 1111 1040 532 3852 21207 19301 460 1906 55 817 614 203 59 223 3412 2286 2264 371 345 1893 301 1592
internal_count=29816 23398 6418 775 5643 1132 4511 4384 1111 1040 532 3852 21207 19301 460 1906 55 817 614 203 59 223 3412 2286 2264 371 345 1893 301 1592

Tree=40
num_cat=0
split_feature=9 1 2 10 2 13 0 13 2 9 0 3 13 9 2 9 2 9 9 2 2 3 12 9 7 2 9 2 7 0
split_gain=94.527 39.3911 35.4355 34.3085 51.8386 39.8741 35.933 75.2548 70.4713 72.8498 39.2158 33.6926 32.9034 40.4637 65.7283 50.4446 35.6743 42.7648 32.8268 61.131 29.9652 49.7713 52.1402 37.7263 29.6773 41.682 27.5468 81.4866 26.1333 73.3783
threshold=-0.28923236754705023 2.600566913350622 -1.2344235826652614 0.74664859569328457 -0.25885357582014451 -0.91165174278191285 -0.22435503263438825 1.2991141140390841 -0.74663857924270294 -0.53304091892481309 1.0282709546286883 1.6910208774798752 -0.91165174278191285 -1.5082751244358645 -1.4783160843765406 -1.2644665730581017 -0.50274607753142375 -0.77684947030257601 1.1736189407195272 1.0000000180025095e-35 1.2045014344475311 1.3928001740360474 -0.95410967914094724 0.68600183796400149 0.80306214990210856 1.4483939361588105 -0.77684947030257601 -0.74663857924270294 0.89941016766783533 0.85483043331533937
left_child=3 2 -2 4 12 -6 -5 10 -9 -10 -8 -12 13 -1 -15 -16 26 -18 20 -20 -4 23 -23 -22 25 -24 27 -17 -21 -30
right_child=1 -3 18 6 5 -7 7 8 9 -11 11 -13 -14 14 15 16 17 -19 19 28 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.041786219912474276 0.1233151542544365 0.044030769148797499 0.0029123507279353224 -0.0042119084847853537 -0.074721256766101557 -0.020029669281164415 0.023543180852566518 0.0099515459345032777 0.31711950803344902 0.086144159997477099 -0.04489258880033916 0.073394987891827315 -0.010429245096039907 0.074737956421794718 -0.072290334304751347 0.0082173671878805997 -0.14747755957974329 -0.01453322127357509 0.18294117237840379 0.016162315400562184 -0.093849651777553708 0.17941516502337024 0.056593284781636867 -0.020711557811532378 0.11107706960290671 -0.11019679557892584 0.024206617654567001 -0.10487668154495103 -0.16724387639098698 0.00095929480129484902
leaf_weight=183 25 254 12511 1804 193 431 537 48 22 36 172 28 7446 135 86 709 27 233 21 2746 86 22 29 392 20 31 834 70 27 658
leaf_count=183 25 254 12511 1804 193 431 537 48 22 36 172 28 7446 135 86 709 27 233 21 2746 86 22 29 392 20 31 834 70 27 658
internal_value=0 0.00494864 0.00434948 -0.0064065 -0.00900545 -0.0369455 0.00375271 0.0207968 0.0995801 0.173755 0.0094657 -0.0283323 -0.00721233 0.00330729 0.00724813 0.00259722 0.00603573 -0.028339 0.0041697 0.0128445 0.00188222 -0.0203383 0.0430763 -0.0338703 0.00558307 -0.0295816 0.0115766 -0.00194513 0.0118034 -0.00567061
internal_weight=0 16822 16568 12994 10347 624 2647 843 106 58 737 200 9723 2277 2094 1959 1873 260 16543 3452 13091 580 102 478 80 60 1613 779 3431 685
internal_count=29816 16822 16568 12994 10347 624 2647 843 106 58 737 200 9723 2277 2094 1959 1873 260 16543 3452 13091 580 102 478 80 60 1613 779 3431 685

Tree=41
num_cat=0
split_feature=9 1 3 0 7 8 0 6 3 9 3 2 2 3 4 2 8 6 5 2 2 3 0 3 1 9 3 3 3 9
split_gain=78.3551 35.3058 32.189 48.0783 30.2205 63.5787 70.744 49.6834 46.717 38.7044 33.2899 39.7768 33.1807 49.5823 41.9651 50.6465 34.1436 31.2603 55.8542 31.1922 28.362 47.3454 27.3209 57.531 29.033 42.5014 51.8105 28.1441 40.2585 28.4088
threshold=1.0000000180025095e-35 3.4004849132149295 1.7655760533408322 0.43086471454937486 0.89941016766783533 1.417363391473266 0.85483043331533937 0.92075631081364584 1.0945794705922196 2.3926616976083417 -0.073451617896106533 1.0000000180025095e-35 -0.25885357582014451 0.89576566829633408 0.45464731649049733 1.6922864378700899 -1.108685371381273 -0.84390454912108936 0.65389906436938927 2.4239639430039279 -0.74663857924270294 0.87091394300934855 -0.59050724429590262 1.2436898223141333 1.1297499458581817 1.6612360434750533 1.4673553498970044 1.7158726027668607 1.7407243280538465 1.6612360434750533
left_child=2 4 -1 -4 9 6 -6 12 -7 19 11 -9 -8 -14 15 -15 -17 18 -11 20 21 -2 23 -22 25 -25 -27 -24 -29 -30
right_child=1 -3 3 -5 5 8 7 10 -10 17 -12 -13 13 14 -16 16 -18 -19 -20 -21 22 -23 27 24 -26 26 -28 28 29 -31
leaf_value=-0.0054394835490695469 0.13967225384854137 0.11983026446843591 0.010154979082441272 0.11438760288432243 -0.15412289722589778 -0.010862813003361227 0.083087397469025048 0.075285527224724119 0.16515069382118161 0.038666848368528822 0.0014030243255635621 -0.052301599622791267 0.0071753140331955127 -0.029977861472645834 0.088151044965806336 -0.24346866870210288 -0.070505425930023194 0.020680701119999867 0.19248641740996392 -0.04168061057002375 0.0067674263317548181 -0.01333931768551851 0.0092587518373676639 -0.02572860503916093 0.0083020964470949584 -0.23613968464461241 -0.02368286621446411 0.15171455532312395 0.017940358338908165 0.14259236067533496
leaf_weight=15767 42 27 385 50 32 25 51 26 38 90 247 406 1702 155 22 21 25 372 32 133 2940 39 6014 631 235 22 24 30 213 20
leaf_count=15767 42 27 385 50 32 25 51 26 38 90 247 406 1702 155 22 21 25 372 32 133 2940 39 6014 631 235 22 24 30 213 20
internal_value=0 0.00559243 -0.00469913 0.0221357 0.00536541 -0.00399678 -0.00632501 -0.00454364 0.0953041 0.00774117 -0.0278799 -0.0446227 0.00347526 0.00136606 -0.0429719 -0.0573236 -0.149467 0.0350866 0.079013 0.0064351 0.00706187 0.066 0.00659055 -3.91967e-05 -0.0219816 -0.0324937 -0.125293 0.010659 0.042679 0.0286401
internal_weight=0 13614 16202 435 13587 2750 2687 2655 63 10837 679 432 1976 1925 223 201 46 494 122 10343 10210 81 10129 3852 912 677 46 6277 263 233
internal_count=29816 13614 16202 435 13587 2750 2687 2655 63 10837 679 432 1976 1925 223 201 46 494 122 10343 10210 81 10129 3852 912 677 46 6277 263 233

Tree=42
num_cat=0
split_feature=9 2 13 9 1 0 6 2 5 6 9 2 4 3 13 5 2 8 3 1 3 12 2 3 6 5 3 8 1 12
split_gain=66.5662 27.9753 34.5378 28.2714 27.9362 26.7104 25.9129 30.752 59.7928 26.7695 23.8919 33.6104 62.7419 36.2653 34.8302 35.8357 32.7347 31.8852 76.9828 29.9696 24.7415 43.8607 23.3541 53.9372 70.054 47.0081 41.9215 38.8406 75.2375 63.7972
threshold=0.19838473520847552 0.228931427602414 -0.91165174278191285 -0.77684947030257601 3.4004849132149295 1.5100501804991022 0.47959109582996201 -1.2344235826652614 0.30962579097707926 -1.285069764104773 2.3926616976083417 3.6434264515603241 0.87439540097666169 1.0000000180025095e-35 -0.46949857141771356 1.3424456111540095 3.1556414481377657 -0.80249764255042078 0.44843461313059224 0.58787001046623 0.74665531657442019 1.0000000180025095e-35 0.228931427602414 1.1939863717401622 0.92075631081364584 -1.411740575984471 0.22476908554772135 0.19261247614985363 -0.26365560229254986 0.76710239631605159
left_child=1 3 -3 -1 5 10 9 8 -8 -5 16 14 13 -13 15 20 22 18 -16 -15 -12 -22 23 24 26 -25 -2 28 29 -27
right_child=4 2 -4 6 -6 -7 7 -9 -10 -11 11 12 -14 19 17 -17 -18 -19 -20 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0079158200206963045 7.8834039619663261e-05 -0.047765539698788127 -0.0074920182434587389 0.0086027113811875597 0.10784724051201787 -0.053073254847703012 0.20285718981986461 0.0057138673346906407 -0.018488985242751929 -0.0063314387264919066 0.091332049858937794 0.032832564839294982 0.094360840171575547 -0.20788909715154899 0.020495164938620292 0.18138454911800533 -0.10272966147001301 0.034848812527804474 -0.19634746644984594 -0.053831602207251965 -0.080410126360754175 0.087895222939550877 0.0036384622979964416 -0.14161770389016187 0.084274924685929564 0.05762197718931697 0.046314939316377368 0.033609143358275848 -0.13287786832079293 -0.11397307564814885
leaf_weight=6527 546 307 695 1513 27 76 23 4086 26 5807 77 21 30 23 64 26 28 273 22 28 30 32 8709 28 187 78 306 135 56 30
leaf_count=6527 546 307 695 1513 27 76 23 4086 26 5807 77 21 30 23 64 26 28 273 22 28 30 32 8709 28 187 78 306 135 56 30
internal_value=0 -0.00356913 -0.0198313 -0.00266297 0.00625521 0.00600135 0.000330083 0.00665825 0.0854082 -0.00324464 0.00641981 0.0253774 -0.0271414 -0.0777674 0.0356005 0.0736298 0.00524516 0.0181219 -0.0349762 -0.123309 0.0534742 0.00645715 0.00554524 0.017702 0.0288497 -0.0177183 0.0166848 -0.00611573 -0.0388161 0.00995668
internal_weight=0 18984 1002 17982 10832 10805 11455 4135 49 7320 10729 626 102 72 524 165 10103 359 86 51 139 62 10075 1366 1039 327 852 299 164 108
internal_count=29816 18984 1002 17982 10832 10805 11455 4135 49 7320 10729 626 102 72 524 165 10103 359 86 51 139 62 10075 1366 1039 327 852 299 164 108

Tree=43
num_cat=0
split_feature=9 2 9 2 3 9 2 5 9 4 8 3 8 2 13 9 5 7 2 3 0 3 6 1 1 0 13 8 1 0
split_gain=58.3856 31.6722 26.0768 32.513 33.4717 24.3961 29.8424 55.1478 28.6974 28.0271 26.7486 37.4241 36.7211 25.5566 31.1631 27.4348 24.0185 27.5543 75.1518 23.7075 53.8714 45.4578 63.7421 53.6148 42.8872 34.7969 32.8511 29.1315 37.4594 28.9558
threshold=0.9298103893417643 -0.25885357582014451 -1.0206580216803387 -0.99053108095398223 1.3182449981750903 5.3183643141414967 3.6434264515603241 0.4243835487745159 2.8802788003638677 0.45464731649049733 0.60086278125765658 0.49813806370456359 -0.29218476116566544 2.4239639430039279 0.41480777131068514 2.1488531462305791 -0.37892075580754087 -1.4707510693690453 1.2045014344475311 1.49220707518399 -0.22435503263438825 1.1442829211661907 0.47959109582996201 0.71688904270240894 -0.10883276360913487 -1.1879134843752157 1.2991141140390841 -0.64940377813499384 0.35563575244110834 0.27669536227084257
left_child=2 -2 -1 4 -4 6 8 9 13 -8 11 -10 -13 15 -15 19 -17 -18 -19 21 -21 26 23 24 25 -23 -3 -22 29 -29
right_child=1 5 3 -5 -6 -7 7 -9 10 -11 -12 12 -14 14 -16 16 17 18 -20 20 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0094966005231403635 0.11599065523062434 0.013101900885056179 0.026900877984492224 -0.001398593682358865 -0.026144388226241294 0.11955152690410614 -0.038633956938154169 -0.15876863458504281 0.062234241742618296 0.10363962791860104 0.09502121938826287 0.029036889796455703 -0.13691736652205388 -0.045952649924094924 0.016855381901724361 0.001844243842821855 -0.046373659620682406 0.24171049181710591 0.046636727741808472 -0.0068684759078165283 0.18038318644723167 0.065371973778209871 0.033165034284945903 -0.0022021086720546874 -0.15308737542480233 -0.088963096914812925 -0.017749718844257384 0.096715566143393522 0.11114981166566865 -0.044903424490864083
leaf_weight=3885 28 2834 733 20122 142 20 45 30 83 20 73 30 24 183 139 130 24 22 193 156 23 21 114 101 70 48 393 22 66 42
leaf_count=3885 28 2834 733 20122 142 20 45 30 83 20 73 30 24 183 139 130 24 22 193 156 23 21 114 101 70 48 393 22 66 42
internal_value=0 0.00993736 -0.00197054 -0.000578019 0.0182924 0.00933209 0.00888092 -0.0466189 0.00998142 0.00514253 0.046129 0.0200769 -0.0447206 0.00832436 -0.0188399 0.0103781 0.0364371 0.0552534 0.0665978 0.00790618 0.0344823 0.00561296 -0.0284043 -0.0576498 -0.0979391 -0.0419916 0.00934464 0.0766438 0.0582899 0.0037781
internal_weight=0 4934 24882 20997 875 4906 4886 95 4791 65 210 137 54 4581 322 4259 369 239 215 3890 309 3581 354 240 139 69 3227 153 130 64
internal_count=29816 4934 24882 20997 875 4906 4886 95 4791 65 210 137 54 4581 322 4259 369 239 215 3890 309 3581 354 240 139 69 3227 153 130 64

Tree=44
num_cat=0
split_feature=9 10 2 6 0 13 2 9 0 13 9 2 6 3 8 9 2 5 9 3 2 9 6 3 3 13 2 2 9 2
split_gain=49.2098 27.1358 42.7045 34.6746 28.7919 59.8096 56.6445 58.7343 30.9787 26.4059 58.0078 62.8025 41.9377 53.2589 49.3048 57.6099 56.3315 57.3406 41.4018 40.1807 54.5742 46.6534 44.4673 43.086 40.0249 58.2425 36.0695 36.0662 64.527 39.8309
threshold=-0.28923236754705023 0.74664859569328457 -0.25885357582014451 1.3619215257973298 -0.22435503263438825 1.2991141140390841 -0.74663857924270294 -0.53304091892481309 1.0282709546286883 -0.46949857141771356 4.0993215572526829 3.3995339498490451 1.0000000180025095e-35 0.39873116255662094 0.90705051008851056 2.6364702489861047 1.4483939361588105 1.3424456111540095 2.3926616976083417 1.1442829211661907 -0.25885357582014451 0.68600183796400149 1.3619215257973298 1.7158726027668607 -0.073451617896106533 1.2991141140390841 3.6434264515603241 1.6922864378700899 1.1736189407195272 0.71671643102497262
left_child=1 2 -1 -4 -3 8 -7 -8 -6 10 11 18 13 -11 16 -16 -15 -18 19 20 21 22 -2 -21 25 -14 -26 28 29 -22
right_child=9 4 3 -5 5 6 7 -9 -10 12 -12 -13 24 14 15 -17 17 -19 -20 23 27 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0053062830316685404 0.01592479211632657 -0.0027167756964636869 -0.02364643393274905 -0.09655870209271844 0.022079770267183167 0.0095480459121366351 0.28513352600010961 0.077738946303725243 -0.024026870606001467 0.0021871954561926889 0.15778008533928256 -0.14408103182084031 0.0073772247254875346 -0.019673674543423472 -1.4360678400250326e-05 0.16234345927811733 -0.05093740449740073 -0.17835579209384467 0.060484503459691114 -0.023256933292117747 0.0088455850324375192 0.17533449401026188 0.068660765404044546 0.021520545300935084 0.014601075749806429 -0.022597746463683382 -0.09743068287598676 -0.031980257107587493 0.039253298791580099 -0.018568918948163871
leaf_weight=9723 565 1804 550 74 537 48 22 36 200 2635 26 27 1950 1079 439 23 222 42 151 745 2707 23 223 302 3182 971 29 229 593 659
leaf_count=9723 565 1804 550 74 537 48 22 36 200 2635 26 27 1950 1079 439 23 222 42 151 745 2707 23 223 302 3182 971 29 229 593 659
internal_value=0 -0.00462241 -0.00693378 -0.0322931 0.00441264 0.0196694 0.0899042 0.156406 0.00956779 0.00357054 0.00872342 0.00810076 0.000524236 -0.0068775 -0.0201104 0.00806839 -0.0298041 -0.0712085 0.00876381 0.00747207 0.0112029 0.0349464 0.0308488 -0.0103412 0.00588361 -0.00258707 0.0135893 0.00660502 0.0088369 0.00347834
internal_weight=0 12994 10347 624 2647 843 106 58 737 16822 6250 6224 10572 4440 1805 462 1343 264 6197 6046 4999 811 788 1047 6132 2921 3211 4188 3959 3366
internal_count=29816 12994 10347 624 2647 843 106 58 737 16822 6250 6224 10572 4440 1805 462 1343 264 6197 6046 4999 811 788 1047 6132 2921 3211 4188 3959 3366

Tree=45
num_cat=0
split_feature=9 2 3 0 7 2 6 3 8 9 3 1 4 9 2 6 3 3 3 0 4 2 8 0 3 7 5 5 3 2
split_gain=44.7797 26.7771 48.1438 51.7704 115.875 41.6091 30.7884 46.5734 27.1478 25.1224 23.5741 20.9345 23.2268 33.4688 35.0667 26.2712 24.7702 30.5752 26.407 41.583 25.1658 74.9209 46.6089 21.32 52.3439 26.5819 23.5207 20.5884 20.5107 20.0115
threshold=0.68600183796400149 0.71671643102497262 1.3679484487490616 -0.62904958236553565 0.6103661143706548 0.96060893273625181 1.3619215257973298 1.1442829211661907 0.4732845609114677 -0.53304091892481309 0.72180359128743443 2.4973516875616775 -0.38484885248183137 3.3678959031193938 3.3995339498490451 -0.84390454912108936 0.6472484154264776 1.0000000180025095e-35 1.7407243280538465 -0.16654152552993842 0.45464731649049733 1.6922864378700899 -0.062543964542524103 0.31523770034047555 1.2188380970271477 0.53328770015807359 1.4572033689514463 -0.83795178699728756 1.7904277786278178 -0.50274607753142375
left_child=1 9 6 28 5 -5 7 -3 -9 29 -8 12 13 23 -15 16 17 -14 20 -20 21 22 -18 26 -25 -26 -2 -13 -4 -1
right_child=11 2 3 4 -6 -7 10 8 -10 -11 -12 27 15 14 -16 -17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0037289151657043055 0.0040854474757936006 -0.011504031237803008 0.0018324971545574276 0.086449813165447933 -0.054792412051132749 0.25384039794681251 -0.11120279355830438 -0.13420982645065696 -0.0063858289582033947 0.0014809062270638631 0.011160405352711678 -0.0090985874471775554 0.011774691891817686 0.19525390916637012 0.022957377632459006 -0.0021610246124848373 0.09187787304321926 0.054496965656702326 -0.026529883548617364 0.15586088791489602 0.0010261896939482539 -0.19107717758622664 -0.091050468729092532 0.013847756405118664 0.18595007584663109 0.061426639639151598 -0.07511573852971197 0.061959743320546823 -0.11207189834117891 -0.018830140670911603
leaf_weight=8618 599 475 43 33 42 27 74 54 24 12986 20 59 492 21 27 3239 30 254 25 25 300 29 26 980 20 120 40 132 25 977
leaf_count=8618 599 475 43 33 42 27 74 54 24 12986 20 59 492 21 27 3239 30 254 25 25 300 29 26 980 20 120 40 132 25 977
internal_value=0 -0.00202968 -0.0198146 0.0275427 0.0726005 0.161776 -0.0322578 -0.023264 -0.0948794 -0.0013862 -0.0851681 0.00739955 0.0063993 0.0159512 0.0983371 0.00249428 0.0152619 0.0263209 -0.00370364 0.0646655 -0.0125827 -0.0606143 0.00694686 0.013703 0.0220187 0.0792157 -0.000872373 0.0400098 -0.0400441 -0.00526658
internal_weight=0 23398 817 170 102 60 647 553 78 22581 94 6418 6227 1807 48 4420 1181 746 435 50 385 85 56 1759 1120 140 639 191 68 9595
internal_count=29816 23398 817 170 102 60 647 553 78 22581 94 6418 6227 1807 48 4420 1181 746 435 50 385 85 56 1759 1120 140 639 191 68 9595

Tree=46
num_cat=0
split_feature=9 8 2 9 6 7 3 7 13 0 1 3 0 0 2 12 5 3 1 0 7 9 13 6 3 2 7 13 2 13
split_gain=37.3901 24.7909 34.5299 29.2654 49.9293 22.928 38.0222 22.4858 28.0135 35.2678 21.3259 19.5214 26.1927 27.9551 23.7372 20.7337 19.0681 29.2089 40.6816 53.1269 23.6253 26.1688 43.1151 22.7629 28.4924 27.5244 19.1856 20.0478 19.0175 20.2639
threshold=0.44219328658623847 -0.85352893068889524 0.47282392931369333 4.0993215572526829 -0.40273933413740559 0.22497404330774726 0.39873116255662094 1.1691846174118707 1.2991141140390841 1.1631691378724043 -0.5474974732121437 1.7158726027668607 0.604305235862724 0.7970169262108896 1.2045014344475311 0.30811250952751851 1.6867188845463195 1.1442829211661907 -1.0119659892623869 0.46940705261900811 1.6316551026873598 2.3926616976083417 -0.46949857141771356 0.92075631081364584 -0.17285851904404914 1.9361789395813689 0.93794937477412632 -0.91165174278191285 3.887318953271603 -0.91165174278191285
left_child=7 2 5 28 -5 -2 -7 8 11 10 -10 14 -13 -14 -1 -16 17 20 26 -20 21 23 -23 -4 25 -25 27 -19 29 -3
right_child=1 3 16 4 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031149124431710199 0.0038541389918444976 0.019136107916190886 -0.00021567822394887162 0.18476464611291887 -0.015093813061714173 0.01938708039931953 0.15528378137520382 -0.011807982909689752 -0.0085044979310331427 0.11826361165349852 0.012671863170116433 0.0074842358251979062 0.16575152454051106 0.027158332756872097 -0.015966637184222542 -0.13315825204436596 0.068186996015720078 -0.071505318582057956 -0.21579316013625693 -0.017280395723019655 -0.11062445342540742 0.13639767983216136 0.0031562789639129362 -0.036404926624536198 0.002003065291110699 -0.13075190264437545 -0.10534818434112131 0.023727259791589211 -0.063453334650477852 0.0054779439985272009
leaf_weight=15828 95 1388 1075 25 25 50 35 2198 635 29 1894 649 22 43 36 26 32 30 28 26 21 34 85 166 164 38 21 84 37 4997
leaf_count=15828 95 1388 1075 25 25 50 35 2198 635 29 1894 649 22 43 36 26 32 30 28 26 21 34 85 166 164 38 21 84 37 4997
internal_value=0 0.00562823 -0.00415117 0.00862611 0.0848354 0.0376135 0.0753445 -0.0022281 -0.00112923 0.00861212 0.00735475 -0.00262998 0.0135457 0.0740668 -0.00335681 -0.0651115 -0.00831837 -0.00969996 -0.0468565 -0.120213 -0.00526371 -0.00384721 0.0412253 -0.0075642 -0.0290307 -0.0539794 -0.0175139 -0.00133395 0.00803277 0.00844702
internal_weight=0 8456 1984 6472 50 180 85 21360 19162 2558 2529 16604 714 65 15890 62 1804 1772 189 54 1583 1562 119 1443 368 204 135 114 6422 6385
internal_count=29816 8456 1984 6472 50 180 85 21360 19162 2558 2529 16604 714 65 15890 62 1804 1772 189 54 1583 1562 119 1443 368 204 135 114 6422 6385

Tree=47
num_cat=0
split_feature=9 4 7 2 0 0 3 8 1 0 7 1 6 7 7 2 5 3 3 8 3 8 3 7 1 7 6 3 2 6
split_gain=31.4592 23.3409 31.717 30.4161 30.2478 29.9449 43.161 42.2718 35.3115 26.0276 29.6644 22.6398 22.6381 22.2765 39.2787 25.2101 21.3348 27.5546 23.1193 18.91 18.7534 17.8838 33.0488 17.8566 18.8971 17.7886 24.4923 33.7308 29.3892 23.9225
threshold=0.9298103893417643 -0.38484885248183137 0.8801405641146901 0.228931427602414 0.85483043331533937 0.064712502887860124 1.0448760200182481 1.3918477474040281 -0.41847844097596482 0.73920341910643972 0.37913087173291038 -0.98616218281515255 0.92075631081364584 0.3598612681797651 0.24424364686089287 2.1800714412926485 -0.14940524021266754 1.2436898223141333 0.3738794372696353 3.0503646119044832 0.99517256944427679 -1.0576540832427985 1.0945794705922196 -0.19895723486145081 0.02018626862704398 0.89941016766783533 0.92075631081364584 1.6413174269059039 1.0000000180025095e-35 0.92075631081364584
left_child=25 3 12 -2 -4 -5 -7 8 11 10 -10 -8 19 14 16 20 18 -18 -14 -3 -15 22 -6 24 -20 29 -27 28 -28 -1
right_child=1 2 4 5 21 6 7 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 23 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0020419663103023265 0.10764231476429348 0.010649228386147352 -0.12325948448851705 -0.0075984888239668648 -0.022620013627115618 0.014343980287763378 0.036235139696370988 0.13655533850193025 -0.057714962810277937 -0.0627675830097114 0.089699092360083443 0.17984647510890248 -0.028892349487831516 0.00040742569952271883 0.13380621827784039 -0.12879240353559626 -0.010791234542664729 -0.10307076340302444 -0.042424749610600651 0.096406590365446534 -0.097352656722068789 -0.00032941710196610074 -0.14987940713763237 0.1280141443014145 0.057809176833067001 -0.0026875500292114843 -0.0092943653717254739 0.086289397565027084 -0.040745304898756614 0.0060972242593432292
leaf_weight=14893 37 2327 26 392 181 776 21 60 20 37 43 23 62 80 21 29 190 39 27 26 26 384 23 22 62 3920 799 30 473 4767
leaf_count=14893 37 2327 26 392 181 776 21 60 20 37 43 23 62 80 21 29 190 39 27 26 26 384 23 22 62 3920 799 30 473 4767
internal_value=0 0.00729444 0.00294599 0.0181733 -0.017708 0.0157605 0.0251041 0.0660347 0.0366512 0.00380361 0.042901 0.111305 0.0073024 -0.0108065 0.000481141 -0.0461745 -0.0064836 -0.026507 0.0200213 0.0115968 -0.0235715 -0.0130407 -0.0369679 0.0473424 0.0274011 -0.00144646 -0.00663448 -0.0185177 -0.0209896 -6.84403e-05
internal_weight=0 4934 3525 1409 614 1372 980 204 144 100 63 44 2911 558 423 135 402 229 173 2353 106 588 204 111 89 24882 5222 1302 1272 19660
internal_count=29816 4934 3525 1409 614 1372 980 204 144 100 63 44 2911 558 423 135 402 229 173 2353 106 588 204 111 89 24882 5222 1302 1272 19660

Tree=48
num_cat=0
split_feature=9 3 0 1 2 3 12 2 3 7 6 3 0 13 2 9 3 3 3 2 9 8 11 9 2 6 3 5 8 5
split_gain=28.625 22.8761 37.1356 19.7463 19.0004 29.4961 25.6682 16.2809 22.6418 26.1017 22.4395 22.1237 14.5761 14.9486 39.9074 43.9641 39.2013 31.7737 34.4385 28.8935 29.2121 27.6494 25.4181 23.2533 43.8395 19.5012 18.8582 23.4161 26.7 33.4223
threshold=1.0000000180025095e-35 1.7904277786278178 0.43086471454937486 3.4004849132149295 -0.74663857924270294 0.87091394300934855 0.19336503783038519 0.228931427602414 1.3679484487490616 0.37913087173291038 1.3619215257973298 1.566762251044947 1.5100501804991022 -0.91165174278191285 0.71671643102497262 1.4174274920972902 1.1442829211661907 1.0697277453052338 1.7655760533408322 1.4483939361588105 2.1488531462305791 -0.3432160493041399 0.45423238666744625 0.44219328658623847 0.228931427602414 1.3619215257973298 1.7158726027668607 0.65389906436938927 0.29467505242680442 0.080110275382205817
left_child=1 7 -3 4 5 6 -2 -1 10 11 -9 -10 13 14 16 -16 23 19 21 -17 -21 -19 -22 24 -6 -25 27 28 29 -18
right_child=3 2 -4 -5 12 -7 -8 8 9 -11 -12 -13 -14 -15 15 17 26 18 -20 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029628300123362254 0.040302473417034856 0.011212327007353766 0.11696110456376463 0.088814021481408018 0.030571429727009238 -0.0093655224765340477 0.18977089025080207 -0.030864806282092296 0.10513057995055404 -0.062504007294774053 -0.12417091871301333 -0.021123409821935321 -0.031941977511120948 0.0014051876835202474 -0.019598921223263274 0.095576498357372155 -0.053561218952139222 -0.12140304143058843 0.097448289750710793 -0.0065719252466693414 0.01340395912528038 -0.010864873143654426 0.1339222090864288 0.028259545686944089 -0.015698371175980937 0.066916202049195295 0.021969552245895262 0.013425092245864717 0.002604479948971786 -0.1984038779068561
leaf_weight=15542 27 324 37 27 619 45 20 183 35 28 30 23 119 10353 749 72 66 29 23 129 35 103 35 412 306 191 103 79 51 21
leaf_count=15542 27 324 37 27 619 45 20 183 35 28 30 23 119 10353 749 72 66 29 23 129 35 103 35 412 306 191 103 79 51 21
internal_value=0 -0.00284025 0.0220508 0.00338018 0.0032104 0.0485015 0.103906 -0.00340749 -0.026521 0.0167863 -0.0440065 0.0550643 0.00290164 0.00321162 0.00939821 -0.00501098 0.0185599 0.0206378 -0.0154739 0.041292 0.0216514 -0.0351498 0.0736631 0.0252251 0.0152649 0.040504 -0.0132664 -0.0299913 -0.0548456 -0.0885232
internal_weight=0 16202 361 13614 13587 92 47 15841 299 86 213 58 13495 13376 3023 1175 1848 426 155 271 199 132 70 1528 925 603 320 217 138 87
internal_count=29816 16202 361 13614 13587 92 47 15841 299 86 213 58 13495 13376 3023 1175 1848 426 155 271 199 132 70 1528 925 603 320 217 138 87

Tree=49
num_cat=0
split_feature=9 2 12 3 1 11 0 9 7 6 12 2 9 13 9 2 6 3 3 2 6 6 1 13 6 3 3 7 9 5
split_gain=25.1633 23.6063 48.7186 18.8334 18.1716 17.8307 24.0714 19.2705 18.8307 19.4071 17.4734 17.4186 52.2843 29.6849 21.3577 39.7275 37.1027 38.1053 21.2692 20.7989 52.299 20.2708 18.8366 16.8327 28.7215 38.3663 31.3737 40.3294 27.4204 33.1833
threshold=-0.53304091892481309 -1.2344235826652614 0.19336503783038519 1.8401312292017891 2.600566913350622 1.2931702155692686 -1.438438681827831 1.9050445948528159 1.4582286707090513 0.92075631081364584 0.76710239631605159 -0.50274607753142375 -1.5082751244358645 -0.91165174278191285 -1.5082751244358645 -1.4783160843765406 0.92075631081364584 0.10051045911279306 1.1442829211661907 -1.2344235826652614 -0.84390454912108936 0.47959109582996201 0.17500910731045718 -0.46949857141771356 1.0000000180025095e-35 -0.073451617896106533 0.6472484154264776 -0.21822683841459614 2.3926616976083417 0.19486803317964255
left_child=3 2 -2 11 5 8 7 -7 23 -10 -5 14 -13 18 19 16 17 21 -14 -1 -21 -16 -20 -3 25 -25 -26 -28 -29 -30
right_child=1 4 -4 10 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 22 20 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.0185981157150545 0.15956147999635764 0.0067146460607015058 -0.030536910547659946 0.016596010473330279 0.027403464891104859 -0.01965894861614198 0.0018006828627527276 -0.098129035577629559 -0.0060407680755078389 -0.060875416036879459 0.1181031339547851 0.12839512278636298 -0.069130568984097682 -0.01121528518342328 -0.0010389282824829794 -0.0027549834726316186 0.070218593672830232 0.07044980529272421 -0.046931460313498978 -0.04926060341531411 0.13298676835913811 -0.089336541420421925 0.080133998934179551 0.0036555760686384667 0.00034814539102439809 -0.014283248969741947 0.0022767015679441144 0.036245457642512545 0.04176985310471576 -0.12809789397794266
leaf_weight=1147 28 6735 26 74 274 606 878 33 222 91 22 24 175 722 78 7016 147 55 28 32 31 39 20 2336 4688 2435 1013 795 23 23
leaf_count=1147 28 6735 26 74 274 606 878 33 222 91 22 24 175 722 78 7016 147 55 28 32 31 39 20 2336 4688 2435 1013 795 23 23
internal_value=0 0.00200346 0.0680326 -0.00421247 0.00182652 0.00147397 -0.00894567 -0.0237114 0.00233485 -0.0219831 0.0398581 -0.00465716 -0.0173635 -0.0210653 -0.00321627 -0.00118572 0.0333282 0.00179987 -0.0529563 -0.0155254 0.0404167 -0.0304715 0.00601248 0.00275659 0.000400222 -0.00549996 0.00470315 0.0157152 0.031902 -0.043164
internal_weight=0 20206 54 9610 20152 19878 1517 639 18361 313 96 9514 969 945 8545 7335 319 172 223 1210 63 117 48 18048 11313 4771 6542 1854 841 46
internal_count=29816 20206 54 9610 20152 19878 1517 639 18361 313 96 9514 969 945 8545 7335 319 172 223 1210 63 117 48 18048 11313 4771 6542 1854 841 46

Tree=50
num_cat=0
split_feature=8 9 8 4 3 3 2 3 8 5 4 8 3 3 0 0 0 3 8 13 2 3 5 2 13 7 6 3 3 5
split_gain=24.9638 22.1118 21.8039 21.0222 27.9231 78.1713 64.7687 48.083 41.3607 53.3937 55.1009 37.0999 27.8162 31.3078 35.4308 27.1249 33.0515 28.5518 34.1431 29.1165 24.7865 21.6924 33.8663 19.8215 17.6549 17.2821 20.5532 44.5084 53.0587 103.252
threshold=-2.052764201943071 1.6612360434750533 3.0503646119044832 -0.38484885248183137 1.2436898223141333 1.3182449981750903 0.96060893273625181 1.4176518993230329 0.75395664567308363 0.53914130657195269 0.45464731649049733 1.1877225948501267 1.1939863717401622 1.0697277453052338 0.16106834806194292 0.10325484095749345 -1.3420828366537483 1.0448760200182481 1.3663321033347897 -0.91165174278191285 1.2045014344475311 0.87091394300934855 -0.14940524021266754 1.6922864378700899 1.2991141140390841 0.89941016766783533 0.92075631081364584 0.87091394300934855 1.4176518993230329 -0.72319402919985099
left_child=-1 25 3 15 12 -6 -7 -8 9 10 -9 -10 13 20 -15 16 -3 23 19 -19 -5 -18 -23 -17 -22 -2 -27 -28 29 -29
right_child=1 2 -4 4 5 6 7 8 11 -11 -12 -13 -14 14 -16 17 21 18 -20 -21 24 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.10899142442005022 0.00049148186275136166 0.10615653600543738 0.10720421684824902 0.073217223308466625 -0.17239908454093067 0.14797300075491268 0.11197982345308577 0.03264358853682494 0.12905559107661246 -0.21398339457809926 -0.15753728759288788 -0.055357570946216586 0.092771071254422799 -0.0077806132328179156 -0.17378459058701992 0.072119405143894255 0.0011125579763407985 0.14400253254920245 0.15862621074223793 0.0020251753238531259 0.010853969141086927 -0.18439567252993583 -0.011309922465051596 0.0095937537128624878 -0.031977017832185151 -0.0022140509502175071 -0.021845904959874676 0.2918361421301961 -0.020278454344574509 0.021397453366080302
leaf_weight=21 22120 20 23 58 33 24 21 39 20 25 25 24 38 36 20 64 73 20 38 52 822 20 26 244 109 4357 1299 20 77 48
leaf_count=21 22120 20 23 58 33 24 21 39 20 25 25 24 38 36 20 64 73 20 38 52 822 20 26 244 109 4357 1299 20 77 48
internal_value=0 -7.68189e-05 0.0104385 0.00923609 0.00224416 -0.0310362 -0.00482842 -0.0286416 -0.050845 -0.0900552 -0.0416458 0.0284666 0.00872814 0.00567203 -0.0670677 0.0254794 -0.0127887 0.038205 0.0819378 0.0414633 0.00979077 -0.0327795 -0.0865646 0.0225861 0.00583939 -0.000782583 -0.00564077 -0.0159802 0.036568 0.100938
internal_weight=0 29795 1874 1851 1294 211 178 154 133 89 64 44 1083 1045 56 557 139 418 110 72 989 119 46 308 931 27921 5801 1444 145 68
internal_count=29816 29795 1874 1851 1294 211 178 154 133 89 64 44 1083 1045 56 557 139 418 110 72 989 119 46 308 931 27921 5801 1444 145 68

Tree=51
num_cat=0
split_feature=9 2 5 4 3 7 9 2 3 5 11 13 2 1 6 9 0 3 2 6 2 3 9 3 9 7 2 0 3 13
split_gain=20.7251 26.467 37.4281 38.3085 24.2305 19.119 18.5943 22.2039 27.7644 29.9904 21.0118 31.3756 34.4362 22.4356 19.587 18.6531 19.1378 34.7032 30.9137 23.1906 16.9911 33.0619 20.8046 20.7887 16.4109 20.6452 17.3088 16.3263 16.086 18.5914
threshold=-0.77684947030257601 -1.2344235826652614 0.65389906436938927 -0.38484885248183137 0.44843461313059224 1.4582286707090513 1.9050445948528159 2.1800714412926485 1.5419105257579613 0.080110275382205817 0.45423238666744625 0.41480777131068514 3.887318953271603 -1.3732192795236891 0.92075631081364584 3.1240873517416303 -0.99520179402705022 1.0945794705922196 1.2045014344475311 -0.84390454912108936 -0.74663857924270294 1.1939863717401622 1.0000000180025095e-35 1.7904277786278178 2.8802788003638677 0.34059166462661977 2.6678564447152069 0.35378003841010852 0.67210014071346313 -0.91165174278191285
left_child=-1 2 3 -2 -5 6 20 15 10 -10 11 12 -9 -12 -13 16 17 -8 19 -18 21 22 28 -23 26 -26 -15 -24 29 -3
right_child=1 5 -4 4 -6 -7 7 8 9 -11 13 14 -14 24 -16 -17 18 -19 -20 -21 -22 23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0049718632294684269 0.21067050844430923 0.025878172954390672 -0.048461381614208224 0.12637666255235672 -0.021296908050775529 -0.019877145698582468 0.02611505773080432 -0.019956275979056956 0.0033335339588423576 -0.14193975781952892 0.12362388507886367 0.042825698171334928 -0.14204810987899288 0.019707036656125086 -0.03249408711368839 0.12029720104876018 0.16249335338672002 -0.097320161146276146 0.023240424298259243 0.034746365414725415 0.00022814949772067235 -0.03769834197451731 0.13461786497916495 0.055451410157339912 0.018241057848701111 0.11350289682192463 -0.048966273110359913 0.020911271821545521 0.054733309842755686 -0.0064951412343099467
leaf_weight=6544 20 424 25 20 25 423 69 160 30 27 22 123 27 138 48 21 30 34 398 27 20379 166 28 28 65 35 50 23 102 305
leaf_count=6544 20 424 25 20 25 423 69 160 30 27 22 123 27 138 48 21 30 34 398 27 20379 166 28 28 65 35 50 23 102 305
internal_value=0 0.00139807 0.0555221 0.0955157 0.0443358 0.00118794 0.00157946 0.0131736 0.00151231 -0.0654801 0.00722873 -0.00927502 -0.0375845 0.0262879 0.0216833 0.0277754 0.0242934 -0.0146305 0.0331047 0.101982 0.000874787 0.0131218 0.0213428 -0.024254 0.0188525 0.0515827 0.00144286 0.0833384 0.0175381 0.0123338
internal_weight=0 23272 90 65 45 23182 22759 1304 725 57 668 358 187 310 171 579 558 103 455 57 21455 1076 882 194 288 100 188 51 831 729
internal_count=29816 23272 90 65 45 23182 22759 1304 725 57 668 358 187 310 171 579 558 103 455 57 21455 1076 882 194 288 100 188 51 831 729

Tree=52
num_cat=0
split_feature=8 8 9 2 1 6 3 9 2 6 3 6 3 7 1 3 4 9 2 0 1 1 9 2 6 9 2 11 9 5
split_gain=20.3066 19.3603 22.2001 46.109 22.0588 19.2788 24.7705 30.7697 21.0569 19.27 42.3901 26.2028 26.4961 26.1835 42.6112 51.956 39.892 42.1336 38.7395 25.4866 62.8477 24.1875 21.612 21.2888 29.0074 21.0814 24.4703 20.3622 20.0002 19.6358
threshold=-2.052764201943071 -1.0576540832427985 4.0993215572526829 3.887318953271603 -1.1409850214985655 0.92075631081364584 -0.073451617896106533 -1.0206580216803387 1.9361789395813689 -1.285069764104773 1.1691346464531764 1.0000000180025095e-35 0.6472484154264776 -0.29530525262717766 -0.85714315057897361 1.2933932728881048 -1.22434502145416 2.3926616976083417 1.0000000180025095e-35 0.73920341910643972 -0.10883276360913487 0.43304717178281493 0.44219328658623847 1.6922864378700899 0.92075631081364584 1.1736189407195272 1.2045014344475311 0.87370130111835731 0.44219328658623847 0.19486803317964255
left_child=-1 5 4 -4 -3 -2 8 -8 -7 10 25 -11 -13 -14 15 -15 18 27 -16 21 -21 22 -12 24 -20 -6 -27 -18 -29 -28
right_child=1 2 3 -5 9 6 7 -9 -10 11 19 12 13 14 16 -17 17 -19 23 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.098300615538443839 -0.0021465444848106281 0.09481674146652222 0.18103771898008528 -0.0074249043622437649 0.01005340153691278 -0.024065734978630758 -0.05947109760789128 0.0086153733628020132 -0.089639968962742483 -0.0041147537234669405 -0.010802547050105943 -8.3390523012516108e-05 0.0029968276990985036 0.031723575538822588 -0.0041766144130687124 0.23068466697420395 0.0081881040114593073 -0.092199307221632748 0.05800500102566495 0.066425058096647269 -0.14895266361175649 0.015290768703943148 -0.077374894859118248 -0.0023185179992155597 0.15776822753292932 0.074635686556269468 0.046002376276467527 0.010302369982431022 0.083851067074819624 -0.033442575196386319
leaf_weight=21 3716 25 21 34 2528 644 77 481 53 9654 143 8472 1982 35 68 21 948 39 62 20 42 191 74 22 55 114 70 72 76 56
leaf_count=21 3716 25 21 34 2528 644 77 481 53 9654 143 8472 1982 35 68 21 948 39 62 20 42 191 74 22 55 114 70 72 76 56
internal_value=0 -6.92839e-05 0.00107141 0.0645336 0.000930495 -0.00576566 -0.0164817 -0.000780072 -0.029052 0.000835638 0.0080276 -0.000247203 0.00290309 0.0103887 0.0208686 0.106334 0.0173022 0.00993921 0.0576741 -0.0197393 -0.079476 -0.0106617 -0.0335046 0.0879321 0.104902 0.0127424 0.041066 0.0135737 0.0480706 0.0106935
internal_weight=0 29795 24824 55 24769 4971 1255 558 697 24744 3238 21506 11852 3380 1398 56 1342 1135 207 470 62 408 217 139 117 2768 240 1096 148 126
internal_count=29816 29795 24824 55 24769 4971 1255 558 697 24744 3238 21506 11852 3380 1398 56 1342 1135 207 470 62 408 217 139 117 2768 240 1096 148 126

Tree=53
num_cat=0
split_feature=9 2 13 3 0 1 9 2 2 3 6 3 5 0 2 7 3 4 0 9 1 0 0 3 2 13 8 8 7 7
split_gain=17.3696 21.5666 23.1677 13.9211 25.8908 13.2883 13.1813 34.797 21.2312 32.6788 23.3008 24.5526 17.5018 14.3505 26.9393 12.2991 11.4404 11.3241 11.2574 14.0947 11.1572 12.0664 24.1405 11.0683 46.2878 38.3242 39.6327 78.9853 35.0709 56.7013
threshold=0.19838473520847552 0.228931427602414 -0.91165174278191285 1.8401312292017891 0.43086471454937486 3.4004849132149295 -1.0206580216803387 -0.25885357582014451 -0.99053108095398223 1.3182449981750903 0.92075631081364584 -0.048599892609120877 -0.14940524021266754 0.33450886937529206 -1.2344235826652614 1.5545766884747783 1.6910208774798752 -2.4835892749126525 0.27669536227084257 -0.77684947030257601 0.45885097823005111 -0.78321893464406822 1.0089997855938717 1.1442829211661907 -0.25885357582014451 0.85696094267488454 0.4732845609114677 0.44776891684223136 -0.62288851303064896 0.32132206107347411
left_child=1 3 16 6 -5 15 7 17 9 10 11 -8 -11 -12 -15 23 -3 -1 19 -14 21 -13 -23 24 -2 26 27 -25 -27 -30
right_child=5 2 -4 4 -6 -7 8 -9 -10 12 13 20 18 14 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=-0.045510340425627016 0.05981953233480454 -0.044211297583362494 -0.0059955576056842331 0.01165740531149756 0.11874394778534769 0.073261945004816406 -0.012934855011602242 0.11349285825466116 -0.00092887328496845832 0.0092834954549159323 0.021863145521747594 0.0047892602555679557 -0.037464549317955974 0.13463245424919013 0.040937794693822013 -0.043308515807515699 0.032259703392074228 -0.0065203002896382289 -0.014495602278755263 -0.1534562601961873 0.0027897141755573334 0.11401231471035217 -0.0065240813419222832 -0.020520731376690537 0.0037935656865126736 -0.0099503752177483168 0.008645988977514207 -0.22160021077841519 0.094432898047566424 -0.0018022611876949667
leaf_weight=76 150 286 695 233 25 27 240 24 13022 56 153 33 20 41 122 57 21 3748 26 22 63 54 24 840 8724 190 579 20 125 120
leaf_count=76 150 286 695 233 25 27 240 24 13022 56 153 33 20 41 122 57 21 3748 26 22 63 54 24 840 8724 190 579 20 125 120
internal_value=0 -0.00182319 -0.0161017 -0.00102755 0.022034 0.00319529 -0.00136325 -0.00654185 7.28449e-05 0.0153473 0.0234095 0.00780077 -0.0321156 0.0438589 0.0645052 0.0030202 -0.0389804 -0.00729521 -0.066209 -0.0982221 0.0364016 0.0554787 0.0769242 0.0032659 0.00474059 -0.00371725 -0.0115798 -0.025197 0.0222926 0.0472973
internal_weight=0 18984 1002 17982 258 10832 17724 3848 13876 854 730 414 124 316 163 10805 307 3824 68 42 174 111 78 10748 8874 1874 1439 860 435 245
internal_count=29816 18984 1002 17982 258 10832 17724 3848 13876 854 730 414 124 316 163 10805 307 3824 68 42 174 111 78 10748 8874 1874 1439 860 435 245

Tree=54
num_cat=0
split_feature=8 8 1 0 7 1 9 2 3 6 3 9 1 0 0 3 3 2 9 3 13 3 9 2 13 13 13 2 9 6
split_gain=16.4165 17.6854 15.7176 23.4071 23.8428 15.3477 14.8708 20.9866 21.6564 22.4536 23.7109 18.902 23.0909 28.5457 14.0358 13.3326 18.7879 15.6279 51.5988 91.6984 37.5762 32.8283 14.8648 35.9699 32.977 30.7425 13.6359 24.5532 33.458 17.0582
threshold=-2.052764201943071 -1.9507016256661205 2.4973516875616775 0.18033951709675974 -0.31457485618032294 -1.9925106342573473 -0.77684947030257601 -0.74663857924270294 1.4425036246100185 1.3619215257973298 1.7655760533408322 1.0000000180025095e-35 -0.23785179584531371 -0.050914511321039156 -1.1108288082359494 1.49220707518399 1.566762251044947 -0.74663857924270294 -1.2644665730581017 1.3182449981750903 -0.91165174278191285 1.1442829211661907 -1.2644665730581017 -1.2344235826652614 1.2991141140390841 0.41480777131068514 -0.46949857141771356 -1.2344235826652614 -1.5082751244358645 0.47959109582996201
left_child=-1 5 6 4 -4 -2 15 8 11 10 14 -8 -13 -14 -10 17 -17 22 19 -19 21 -20 26 24 25 -24 -3 29 -29 -28
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 -16 16 -18 18 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.088384820356787686 -0.017752990570474178 -0.023139971916182396 0.02573339482398079 0.12566694332286718 -0.044800721775544318 -0.094464544521179056 0.015785865763102213 0.00035368115202452562 -0.089474608483059076 -0.1196038168668747 0.070691946389213695 -0.019250919837504626 0.19211624467914756 0.035931858271360397 -0.0066517714607088191 0.060563959958760641 0.0034568771194228988 0.24150816789828242 -0.089574781005169704 -0.061309284744784233 -0.013316195436208598 0.045248720972310932 0.030724367393596925 -0.0033786936841762555 0.1051902901530266 -0.056837327619816393 -0.00010624742109463408 0.14371542580749677 0.012944581476928852 -0.024307600245335882
leaf_weight=21 141 608 301 20 57 32 949 21643 28 20 31 20 22 25 76 69 349 20 129 20 477 21 273 3005 50 47 718 23 131 490
leaf_count=21 141 608 301 20 57 32 949 21643 28 20 31 20 22 25 76 69 349 20 129 20 477 21 273 3005 50 47 718 23 131 490
internal_value=0 -6.22951e-05 0.000123893 0.0203848 0.0145031 -0.0319424 -0.000137994 0.00105917 0.0140984 -0.020719 -0.00606943 0.0194101 0.0707438 0.109039 -0.0289502 -0.0043856 0.0128836 -0.00558629 -0.0200191 0.0900994 -0.0270443 -0.0706995 -0.00378522 0.000243833 0.0296646 0.0178637 -0.0106878 -0.00512909 0.0324753 -0.00992302
internal_weight=0 29795 29622 378 358 173 29244 22814 1171 155 135 1016 67 47 104 6430 418 6012 667 40 627 150 5345 3375 370 320 1970 1362 154 1208
internal_count=29816 29795 29622 378 358 173 29244 22814 1171 155 135 1016 67 47 104 6430 418 6012 667 40 627 150 5345 3375 370 320 1970 1362 154 1208

Tree=55
num_cat=0
split_feature=7 8 0 3 9 12 9 3 8 0 2 5 1 1 8 0 4 6 3 8 1 3 4 9 0 2 3 1 8 3
split_gain=15.0764 38.0942 45.01 26.4557 22.9424 23.0764 39.5434 35.4022 33.2181 22.3261 22.1776 19.5496 18.0184 17.721 17.4527 17.0606 16.4833 13.8434 47.7437 57.8646 138.586 50.1683 34.156 32.7079 29.5222 23.4439 23.3459 27.0259 60.8248 34.4175
threshold=0.89941016766783533 1.417363391473266 0.85483043331533937 1.0945794705922196 1.9050445948528159 -0.83936220744381396 4.3431301086304455 0.72180359128743443 0.98359744229622315 -0.87957477981815091 1.2045014344475311 -0.72319402919985099 1.3361803974360671 -0.28945940873978598 -0.87904457475813336 -1.3613540056885649 0.87439540097666169 0.92075631081364584 0.72180359128743443 -0.77698199848118266 -1.2700040537347446 1.0945794705922196 1.0000000180025095e-35 1.0000000180025095e-35 1.0089997855938717 0.228931427602414 1.0945794705922196 -1.3474154730764527 -1.1852323035889871 1.4673553498970044
left_child=4 2 -2 -3 -1 7 9 12 -9 13 -11 -12 14 15 -6 -7 -16 26 25 20 21 -20 23 -21 -25 -19 -4 29 -29 -28
right_child=1 3 17 -5 5 6 -8 8 -10 10 11 -13 -14 -15 16 -17 -18 18 19 22 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00048117966828149333 -0.11995616956230473 -0.0013341456266312765 0.00034354576338091182 0.12549127426586654 -0.035628494513079978 -0.13122013310591382 0.12577686972088284 -0.14846816258504988 0.0037055803176302181 0.102098572058113 0.11779708333668255 0.019443593094094172 -0.060128096015802747 0.0064802642558412313 0.020056690682585424 -0.011041754365174308 0.10867428053771296 -0.0094335972251006848 0.1299182658037171 0.12709173370773594 0.30749545896668801 -0.077449458677853855 -0.082427274399414302 0.073091924507170919 -0.089910985216498374 -0.037089388004868155 -0.024821286384637157 -0.20419593402849778 -0.027605875702846769 0.099957812620060787
leaf_weight=22594 34 29 4183 38 33 21 36 32 26 38 21 537 29 145 65 27 31 845 20 24 23 28 41 20 25 481 60 21 274 35
leaf_count=22594 34 29 4183 38 33 21 36 32 26 38 21 537 29 145 65 27 31 845 20 24 23 28 41 20 25 481 60 21 274 35
internal_value=0 -0.00439716 -0.00521897 0.0705967 0.00114994 0.0156648 0.0232831 -0.0134329 -0.0802523 0.0186066 0.028179 0.0231451 0.0110958 -0.0109539 0.0271073 -0.0636198 0.0486728 -0.00457735 -0.0128895 0.0352869 0.105664 0.00895376 -0.0101387 0.0328154 -0.0174652 -0.0194656 -0.00183814 -0.0252381 -0.0401767 0.02115
internal_weight=0 6181 6114 67 23635 1041 825 216 58 789 596 558 158 193 129 48 96 6080 1507 181 71 48 110 69 45 1326 4573 390 295 95
internal_count=29816 6181 6114 67 23635 1041 825 216 58 789 596 558 158 193 129 48 96 6080 1507 181 71 48 110 69 45 1326 4573 390 295 95

Tree=56
num_cat=0
split_feature=6 3 9 3 3 0 1 3 6 3 7 2 11 1 5 2 3 2 9 9 9 2 3 4 2 5 3 8 1 0
split_gain=13.9007 35.1522 27.0665 23.2209 22.2267 22.4442 25.1114 20.0996 18.2941 23.5846 34.7504 36.1103 25.9658 37.5765 33.5041 32.8574 31.8259 33.4984 44.1261 31.2633 24.6059 24.2654 40.5715 18.0967 18.0052 17.2623 19.9369 16.7516 21.2304 19.7073
threshold=-1.285069764104773 1.1442829211661907 1.1736189407195272 -0.023748167322135232 1.7158726027668607 -0.59050724429590262 0.43304717178281493 0.6472484154264776 1.0000000180025095e-35 0.6472484154264776 -0.29530525262717766 -1.4783160843765406 -1.2236432711361978 -0.16044037650360712 -1.2969828181870342 1.0000000180025095e-35 0.72180359128743443 2.1800714412926485 1.6612360434750533 -1.2644665730581017 2.6364702489861047 -0.50274607753142375 1.2436898223141333 0.45464731649049733 0.228931427602414 -0.95270954479472414 1.0945794705922196 -1.3893574561428885 -0.4958898603176714 0.73920341910643972
left_child=1 2 3 -1 5 6 -3 -5 -2 -10 11 -11 15 14 -14 -12 -16 18 19 -18 23 22 -21 25 -4 26 -15 -7 -29 -30
right_child=8 4 24 7 -6 27 -8 -9 9 10 12 -13 13 20 16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.3586649106061365e-05 -0.0038095591057806149 -0.034004634687238758 0.12777993863537199 0.027961811895512348 0.015350212988223097 -0.14074782863259316 0.035535790926466387 -0.00064309762691642158 -0.0009698225857761875 0.13085761396657855 -0.0058492143007427243 -0.00085588309827123532 -0.025691928587308746 -0.0052490653935819871 -0.012641717011437698 0.077532110345239436 0.16496024760215178 -0.055548861508186047 0.17822384602002181 0.037823275117794188 -0.09322978688610925 0.031597036271317942 0.19945273363590243 0.023999017517598354 0.031689164948081702 -0.016993608171262161 0.079752624271945516 0.023126212376597767 -0.037179905156760167 -0.11930812476646334
leaf_weight=1876 11490 136 21 727 152 20 84 371 10463 21 69 2359 82 74 85 150 23 26 30 41 27 278 25 287 273 407 44 37 96 42
leaf_count=1876 11490 136 21 727 152 20 84 371 10463 21 69 2359 82 74 85 150 23 26 30 41 27 278 25 287 273 407 44 37 96 42
internal_value=0 0.00562002 0.00960792 0.00674652 -0.0173649 -0.0293473 -0.00745284 0.0182966 -0.00082956 0.0015333 0.00803533 0.000306295 0.0191974 0.0142835 0.0336208 0.0512613 0.0431949 0.0544151 0.0616168 0.0520848 0.000685101 0.0445379 0.0990466 0.00380789 0.0385528 -0.00722993 0.0264465 -0.0540487 -0.0441402 -0.0621755
internal_weight=0 3835 3268 2974 567 415 220 1098 25981 14491 4028 2380 1648 1429 590 219 508 423 397 367 839 344 66 812 294 525 118 195 175 138
internal_count=29816 3835 3268 2974 567 415 220 1098 25981 14491 4028 2380 1648 1429 590 219 508 423 397 367 839 344 66 812 294 525 118 195 175 138

Tree=57
num_cat=0
split_feature=8 8 9 9 2 11 2 13 1 7 2 3 9 8 2 6 6 13 3 12 5 0 9 2 2 7 3 0 7 3
split_gain=13.5496 14.1008 13.1911 13.1634 15.2722 13.1752 22.9935 67.1854 18.2293 21.9833 25.2144 23.1199 33.1391 61.4242 21.8914 19.6403 13.5832 13.7297 12.9708 18.6776 12.8837 12.6259 55.4528 24.8953 15.0642 15.3787 11.8058 11.6914 11.6786 11.2399
threshold=-2.052764201943071 -1.9507016256661205 0.44219328658623847 -0.53304091892481309 0.228931427602414 1.2931702155692686 -1.2344235826652614 -0.91165174278191285 2.3683326553254984 -1.3744030516033183 0.47282392931369333 1.1194311958792051 0.44219328658623847 0.52431584904994399 1.6922864378700899 -0.40273933413740559 -0.84390454912108936 1.0000000180025095e-35 1.8401312292017891 0.76710239631605159 -1.1822250603895974 -1.4769810198974642 2.6364702489861047 5.1067814618279996 -0.74663857924270294 -1.6056382942410627 0.6472484154264776 -1.7082350483152628 0.37913087173291038 1.8152795039148033
left_child=-1 2 -2 4 18 6 7 -5 9 11 -11 14 16 15 -7 -14 27 -18 -3 -20 -19 22 24 -23 -8 29 -12 -13 -6 -26
right_child=1 3 -4 5 28 8 21 -9 -10 10 26 12 13 -15 -16 -17 17 20 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.080297309160232547 -0.016910138095532653 -0.0030471407339700829 -0.09418135686562612 -0.036964446871920874 -0.004116618223488331 -0.0033497963068755661 0.075735194165485381 0.1956178903579712 0.057706996603381071 -0.011017272443941004 0.0065647263683982805 0.069682248178869491 -0.23201368668675426 0.025222304618606969 -0.099518950924277316 -0.10083190678131014 -0.086118497868436727 0.051089485681482728 0.010280815343786446 0.11746394322032022 -0.037275019174369123 0.0015317738268314631 0.17686799179762602 -0.11010204661637545 0.0033054885843811113 0.025963941534045333 0.047224016362072338 -0.032895976710133258 -0.10663857150077821 -0.04545848682522774
leaf_weight=21 147 9377 26 27 20 445 33 23 42 502 148 25 25 24 25 21 43 21 72 21 77 17188 20 20 865 325 138 20 25 50
leaf_count=21 147 9377 26 27 20 445 33 23 42 502 148 25 25 24 25 21 43 21 72 21 77 17188 20 20 865 325 138 20 25 50
internal_value=0 -5.65949e-05 -0.0285232 0.000109657 -0.00295474 0.00155979 0.00230114 0.0700234 -0.00727882 -0.0090816 0.00248455 -0.0216355 -0.0458154 -0.104464 -0.00846518 -0.172126 -0.0237433 -0.0390099 -0.00267857 0.0344835 -0.0183398 0.00211812 0.0116483 0.00140203 0.00905253 0.00727791 0.0261835 0.0240919 -0.0610733 0.00064079
internal_weight=0 29795 173 29622 9515 20107 18551 50 1556 1514 788 726 256 70 470 46 186 141 9470 93 98 18501 1293 17208 1273 1240 286 45 45 915
internal_count=29816 29795 173 29622 9515 20107 18551 50 1556 1514 788 726 256 70 470 46 186 141 9470 93 98 18501 1293 17208 1273 1240 286 45 45 915

Tree=58
num_cat=0
split_feature=1 9 2 12 4 2 1 0 8 0 13 3 6 3 7 6 1 7 7 3 3 8 4 9 3 7 12 1 1 7
split_gain=11.8908 16.5925 17.1428 19.3831 23.6243 26.829 24.9635 40.7177 24.9355 45.3444 19.0586 16.1788 14.1735 29.3542 33.1959 21.7315 17.4838 17.6191 26.928 17.1752 15.5341 13.608 13.3658 12.9515 12.7547 20.8148 22.8028 13.0682 12.5453 12.52
threshold=-0.67651650544832254 1.9050445948528159 2.1800714412926485 1.4555872264988512 0.87439540097666169 3.887318953271603 2.2135098166420852 -1.7467773863848961 0.9580817982269868 0.083983671922676958 1.2991141140390841 1.7407243280538465 -1.285069764104773 1.1691346464531764 0.78379254634896323 1.0000000180025095e-35 0.43304717178281493 0.14789562909516604 -0.60361890947750363 -0.023748167322135232 -1.4402965086803172 -0.3432160493041399 -2.0638411904264884 0.44219328658623847 0.44843461313059224 0.51401809660492792 0.078617566133251937 0.53626239757175953 -0.21204798939807942 -0.33384445973346827
left_child=-1 12 11 4 5 10 7 -6 9 -9 24 -3 13 19 16 -14 23 18 -18 -2 -17 -21 -22 29 -4 27 -27 -26 -24 -15
right_child=1 2 3 -5 6 -7 -8 8 -10 -11 -12 -13 15 14 -16 20 17 -19 -20 21 22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=-0.003327910764985341 0.0046522754961610758 0.022848232264721557 0.019381716160418155 0.068868278227746479 -0.11799664461896534 -0.090998757974141184 0.11897063997387887 0.015777089446783066 -0.056657894998788844 0.17155061691999438 -0.07915036312558435 0.092809584985176719 -0.0042711413919712801 -0.029331843169215562 -0.093447160103139193 -0.0098253037691211336 0.02931524738087319 0.10084194917054404 -0.063011853511191235 0.055311827254654083 -0.018327613772276988 0.017566085431133409 0.012057776432839994 -0.072300011507582432 0.066254006910066193 0.0032980137434788048 -0.13995873832702638 -0.039808094927242826 0.0026930243848798611 0.050859966922551396
leaf_weight=7894 1498 404 154 40 21 45 25 74 25 25 33 36 8106 88 51 902 112 21 44 108 262 826 1794 51 26 20 25 21 7060 25
leaf_count=7894 1498 404 154 40 21 45 25 74 25 25 33 36 8106 88 51 902 112 21 44 108 262 826 1794 51 26 20 25 21 7060 25
internal_value=0 0.00119836 0.0139571 0.0019146 -0.00350675 -0.0193472 0.0266833 0.0107717 0.0325792 0.0551138 -0.00779051 0.0285723 0.000605132 0.00719477 -0.0181999 -0.000421636 -0.00694585 0.0148501 0.00327427 0.011288 0.00269317 0.0219307 0.00393183 -0.0304695 0.00178216 -0.027678 -0.0762891 0.0188646 0.00459051 -0.0115903
internal_weight=0 21922 974 534 494 324 170 145 124 99 279 440 20948 2824 392 18124 341 177 156 2432 10018 934 9116 164 246 92 45 47 8854 113
internal_count=29816 21922 974 534 494 324 170 145 124 99 279 440 20948 2824 392 18124 341 177 156 2432 10018 934 9116 164 246 92 45 47 8854 113

Tree=59
num_cat=0
split_feature=8 8 1 9 2 3 0 7 2 6 3 3 3 8 2 4 1 1 3 3 7 1 6 8 1 1 6 12 5 0
split_gain=11.0765 11.1267 11.5605 10.5643 16.9547 36.9128 40.2169 83.098 35.847 21.2923 30.05 17.3014 16.0048 14.501 12.7295 11.016 12.1831 10.9059 10.8164 18.9685 51.0555 15.1335 18.0012 15.723 14.533 21.9336 14.4609 13.8112 12.1179 11.8607
threshold=-2.052764201943071 -1.9507016256661205 -1.9925106342573473 0.68600183796400149 0.71671643102497262 1.3679484487490616 -0.62904958236553565 0.6103661143706548 0.96060893273625181 1.3619215257973298 1.1939863717401622 0.72180359128743443 1.7904277786278178 0.4732845609114677 -0.50274607753142375 -0.38484885248183137 2.2651174295365553 1.2845727845415966 1.4425036246100185 1.268541547601119 0.20570443975460193 1.1813575587526539 -1.285069764104773 1.3153008151963153 0.32983194599387217 0.71688904270240894 -0.84390454912108936 0.65235492461891831 -1.0674673025921608 0.816288095245706
left_child=-1 2 -2 4 15 9 12 8 -8 10 17 -11 -7 -12 -5 18 -17 -6 19 -3 24 22 -20 -23 -21 -26 -24 28 -25 -28
right_child=1 3 -4 14 5 6 7 -9 -10 11 13 -13 -14 -15 -16 16 -18 -19 21 20 -22 23 26 27 25 -27 29 -29 -30 -31
leaf_value=0.072600367878164568 -0.013023176543573114 -0.003124024295261864 -0.079600446956465024 0.077957554744637544 -0.013879672365969625 0.0037190558258877247 0.071611051216269983 -0.041871247795366107 0.22697966366109476 -0.092391412453474223 -0.1094848175894241 0.012435775697231293 -0.096898965835571296 -0.013234142537998117 0.003428803633526733 0.00088565328187200634 0.025554692992288432 0.041983397167764218 -0.069699629968894061 -0.031367586407324545 0.13083191612639872 0.10115525662899016 0.02450772012150992 0.028789925816553558 0.11910727487078734 0.0019823208659776113 -0.012751550889030719 0.069182794514511314 -0.06963142052228595 -0.050069016801730343
leaf_weight=21 141 6815 32 23 435 43 33 42 27 74 49 20 25 23 6368 14492 203 38 67 69 39 20 80 22 21 67 366 21 29 111
leaf_count=21 141 6815 32 23 435 43 33 42 27 74 49 20 25 23 6368 14492 203 38 67 69 39 20 80 22 21 67 366 21 29 111
internal_value=0 -5.11699e-05 -0.025338 9.65118e-05 -0.000894011 -0.0151165 0.0262969 0.06601 0.141527 -0.0261341 -0.0185531 -0.0700878 -0.0332729 -0.0787381 0.00369702 -0.000380856 0.00122644 -0.00939173 -0.00343756 -0.00224192 0.0284293 -0.0151452 -0.0207275 0.0227175 0.00299175 0.0299326 -0.0148368 0.000929248 -0.0271752 -0.0214355
internal_weight=0 29795 173 29622 23231 809 170 102 60 639 545 94 68 72 6391 22422 14695 473 7727 7011 196 716 624 92 157 88 557 72 51 477
internal_count=29816 29795 173 29622 23231 809 170 102 60 639 545 94 68 72 6391 22422 14695 473 7727 7011 196 716 624 92 157 88 557 72 51 477

Tree=60
num_cat=0
split_feature=7 8 6 8 9 3 7 3 7 8 7 7 13 3 5 4 2 9 2 6 3 3 6 4 1 3 4 0 9 2
split_gain=10.9452 20.0838 11.614 11.4763 9.51251 17.7403 59.5665 59.5664 46.5575 36.5738 26.3306 25.4589 23.8299 30.3715 47.4005 29.8159 22.1813 23.9285 13.7877 30.8995 21.786 28.7736 26.5747 33.3089 36.9885 20.6347 20.4562 15.6596 14.6302 37.5747
threshold=1.5545766884747783 -2.0272485578738331 0.92075631081364584 -1.9762172697353566 1.9050445948528159 1.2933932728881048 1.0342973925398533 1.3430967234620759 0.49474849305178253 0.065034255803664773 -0.064070009989433366 0.70671413213638168 -0.91165174278191285 1.1939863717401622 0.30962579097707926 -0.80459693696799561 1.9361789395813689 2.8802788003638677 1.4483939361588105 1.3619215257973298 0.39873116255662094 1.49220707518399 1.0000000180025095e-35 0.45464731649049733 0.76849665559688118 1.0945794705922196 -0.38484885248183137 0.33450886937529206 0.9298103893417643 -0.25885357582014451
left_child=1 -1 -2 -3 18 12 7 -7 10 -10 -9 -11 15 -14 -15 -6 -17 -18 28 20 -20 22 23 24 25 -22 27 -23 -5 -30
right_child=2 3 -4 4 5 6 -8 8 9 11 -12 -13 13 14 -16 16 17 -19 19 -21 21 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.086417177374716159 -0.0066777987424319774 -0.045926885503447722 -0.04781299487397235 -0.00041588836403082946 -0.042893128527392604 -0.15870183811168231 -0.17806081126133602 0.0034877373413606128 0.00036470035189076477 0.21050906425172633 -0.12204502575720351 0.06003873694850051 0.0030843533823178989 -0.0083546658179589686 0.18108914422988892 0.12425564892907093 0.0069519614298192284 0.12612367045620215 0.0082394506488052653 -0.052720021387864371 -0.084701949654489156 0.020324647737046085 0.0021324947372225946 -0.020464711919194089 0.0003160262218443677 -0.18609311974004789 -0.0078940961498002987 0.13712723462800072 0.13784503677267243 0.006555713072389599
leaf_weight=27 262 54 93 24343 29 21 21 55 38 22 24 23 890 28 25 47 63 23 618 151 49 24 152 160 32 34 78 22 22 2386
leaf_count=27 262 54 93 24343 29 21 21 55 38 22 24 23 890 28 25 47 63 23 618 151 49 24 152 160 32 34 78 22 22 2386
internal_value=0 0.000210318 -0.0174541 0.00013124 0.000215894 0.0085485 -0.0185457 -0.000240681 0.0203006 0.0726018 -0.0346488 0.133602 0.0135505 0.00746381 0.0810056 0.0489811 0.0690138 0.0388235 -0.000172669 -0.0101497 -0.00465084 -0.0191086 -0.0314231 -0.0499702 -0.0910213 -0.126236 0.0232972 0.0761868 0.000319635 0.0077552
internal_weight=0 29461 355 29434 29380 1309 204 183 162 83 79 45 1105 943 53 162 133 86 28071 1320 1169 551 427 275 115 83 124 46 26751 2408
internal_count=29816 29461 355 29434 29380 1309 204 183 162 83 79 45 1105 943 53 162 133 86 28071 1320 1169 551 427 275 115 83 124 46 26751 2408

Tree=61
num_cat=0
split_feature=3 0 1 7 2 9 6 6 4 3 5 8 2 3 5 2 2 1 5 3 5 8 8 1 1 3 12 2 5 13
split_gain=9.58122 24.9115 27.1587 33.2257 22.1814 18.0735 25.7873 16.3427 26.7251 24.608 30.9265 22.9222 19.6263 19.1262 18.0595 21.0539 16.2405 24.8979 21.8724 15.808 14.2328 13.9569 13.829 15.6688 13.5299 12.9349 35.5938 12.6954 12.6268 10.405
threshold=1.7158726027668607 -0.22435503263438825 -0.88294695702620796 1.0921062031992892 1.2045014344475311 4.0993215572526829 -0.40273933413740559 -0.84390454912108936 -1.22434502145416 1.8401312292017891 0.30962579097707926 1.1366913067116504 1.2045014344475311 1.8649829544887748 -0.95270954479472414 0.228931427602414 1.0000000180025095e-35 1.8780603328280188 -1.2969828181870342 1.8649829544887748 0.19486803317964255 0.11606554394213921 0.371221984634517 0.02018626862704398 -1.3474154730764527 1.6910208774798752 1.0000000180025095e-35 0.96060893273625181 -0.49367851360497755 0.41480777131068514
left_child=5 16 4 7 -3 25 -7 9 12 10 -4 13 -9 14 -10 29 -2 19 -19 22 -15 28 23 24 -18 -1 -27 -17 -21 -16
right_child=1 2 3 -5 -6 6 -8 8 11 -11 -12 -13 -14 20 15 27 17 18 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00037762578823316573 0.011607813868152296 0.16664263610728086 0.041495444949854306 -0.06865399865887295 0.024049133015796545 0.11980358434220156 -0.013633811473846437 0.036125578704689236 0.063721462641842669 0.0067574261472775387 0.20121941698545759 -0.071142818320643259 0.15648355558514596 0.013153973381434168 -0.026927172598139995 -0.11824168448264782 0.064502588002609884 -0.024410486072301868 0.11589338585734368 -0.047433581625421849 0.12702101407491642 -0.021940989244602999 -0.043600470517728349 0.071886589924494426 -0.023567777523065658 0.049968930372390252 -0.086944582294672723 -0.017382591155668103 -0.14264610713491074 0.054609664628172627
leaf_weight=28392 426 24 27 39 20 30 28 42 32 39 22 37 20 21 29 26 21 20 25 30 23 59 83 30 103 29 55 24 26 34
leaf_count=28392 426 24 27 39 20 30 28 42 32 39 22 37 20 21 29 26 21 20 25 30 23 59 83 30 103 29 55 24 26 34
internal_value=0 0.00845713 0.0271231 0.0192026 0.101827 -0.000379969 0.0553855 0.0283154 0.0167911 0.0660312 0.113208 0.000835814 0.0749507 0.0149269 -0.00259682 -0.0213772 -0.00195315 -0.0165047 0.0535361 -0.0254588 0.0726754 -0.0558811 -0.0106969 0.00703682 -0.00865263 -0.000493553 -0.0396768 -0.0698293 -0.0916394 0.0170768
internal_weight=0 1282 459 415 44 28534 58 376 288 88 49 226 62 189 145 113 823 397 45 352 44 115 237 154 124 28476 84 50 56 63
internal_count=29816 1282 459 415 44 28534 58 376 288 88 49 226 62 189 145 113 823 397 45 352 44 115 237 154 124 28476 84 50 56 63

Tree=62
num_cat=0
split_feature=7 8 6 8 9 2 13 2 0 13 3 3 13 2 9 6 2 3 2 6 2 3 13 13 3 6 2 6 2 2
split_gain=8.83901 16.2838 9.3976 9.27877 8.86139 43.8779 55.8212 23.7899 17.0719 13.6663 25.8356 23.4277 21.2153 13.3678 13.1824 17.9912 20.2318 11.906 18.91 10.6421 15.2839 28.4988 18.8047 13.2125 13.423 13.1109 14.4099 12.5859 11.1508 10.3981
threshold=1.5545766884747783 -2.0272485578738331 0.92075631081364584 -1.9762172697353566 -1.2644665730581017 -1.2344235826652614 1.2991141140390841 -0.50274607753142375 0.52722055972345772 0.41480777131068514 1.0945794705922196 -0.098303343183092182 -0.91165174278191285 -1.4783160843765406 -1.0206580216803387 1.3619215257973298 -0.99053108095398223 1.4673553498970044 -0.74663857924270294 -0.84390454912108936 -1.2344235826652614 -0.14800679375706347 1.2991141140390841 0.85696094267488454 1.3182449981750903 0.92075631081364584 -1.4783160843765406 0.47959109582996201 -0.99053108095398223 -0.74663857924270294
left_child=1 -1 -2 -3 7 6 9 19 -8 10 13 -11 -12 -6 15 17 -17 29 -19 28 23 22 -22 -21 25 -25 -27 -23 -5 -7
right_child=2 3 -4 4 5 14 8 -9 -10 11 12 -13 -14 -15 -16 16 -18 18 -20 20 21 27 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.077813222138556071 -0.0059914725519052909 -0.041296433879135834 -0.042993933316921036 -0.016633198090377447 0.076344338536892153 -0.006263328880928086 0.16141603016539624 0.075656044680093015 0.049068128211157663 -0.1143999668955803 -0.085622185742592116 0.014822517684165468 0.021819159090518955 0.026602236906157196 0.00065267274467461405 -0.013901606687393629 -0.097368512473049326 0.0029478560117158024 0.10001465483353689 2.1215948388982784e-05 0.040927338639789444 0.027624171153932321 0.15670009329915047 -0.041986044840876459 0.056004262004386296 -0.036797443742178519 0.011369854013125102 -0.03538560335168079 -0.078703864062986073 -0.044039242867475903
leaf_weight=27 262 54 93 436 71 1107 38 35 21 20 34 47 40 226 25378 76 47 88 26 892 47 61 20 217 22 106 150 66 31 78
leaf_count=27 262 54 93 436 71 1107 38 35 21 20 34 47 40 226 25378 76 47 88 26 892 47 61 20 217 22 106 150 66 31 78
internal_value=0 0.000189002 -0.0156851 0.000117797 0.000193916 0.000673663 0.0301148 -0.006093 0.121428 0.0178147 0.0253212 -0.0237514 -0.0275458 0.0384934 0.000127683 -0.00924164 -0.0457955 -0.00578043 0.0250859 -0.00749008 -0.00357229 0.0227176 0.0754864 -0.00724946 -0.0203514 -0.0239028 -0.00857442 -0.00512107 -0.0207535 -0.00874984
internal_weight=0 29461 355 29434 29380 27297 497 2083 59 438 371 67 74 297 26800 1422 123 1299 114 2048 1581 194 67 1387 495 473 256 127 467 1185
internal_count=29816 29461 355 29434 29380 27297 497 2083 59 438 371 67 74 297 26800 1422 123 1299 114 2048 1581 194 67 1387 495 473 256 127 467 1185

Tree=63
num_cat=0
split_feature=6 3 3 4 9 8 3 1 3 9 2 1 8 3 8 9 4 6 3 2 7 3 8 1 8 7 0 3 3 7
split_gain=9.00577 25.4273 31.7985 16.2847 31.4739 30.7344 18.4048 17.5758 48.8113 16.0399 16.7263 15.335 13.9243 15.0697 22.2072 13.1902 13.0298 13.002 17.7207 16.9424 16.286 25.0946 29.4411 28.6599 73.9102 33.8114 109.988 96.3752 27.0589 24.7457
threshold=-1.285069764104773 0.72180359128743443 0.22476908554772135 -0.80459693696799561 0.9298103893417643 -1.3638418120736506 1.4425036246100185 -1.0119659892623869 1.1194311958792051 0.9298103893417643 0.96060893273625181 0.20081291375769331 1.2387538829886011 1.4673553498970044 -0.13909089675023847 1.6612360434750533 0.45464731649049733 1.0000000180025095e-35 0.10051045911279306 3.6434264515603241 -0.29530525262717766 1.0945794705922196 1.9021606287887833 -0.36687082808149257 -0.41976298151185432 1.1499150138587255 0.9126439404197888 1.5916139763319326 1.5916139763319326 0.72598373568952734
left_child=1 2 11 4 12 6 -5 8 -7 -4 16 -1 13 14 -3 -13 -11 -2 -19 20 -20 -22 23 24 25 26 -23 -28 -27 -25
right_child=17 3 9 5 -6 7 -8 -9 -10 10 -12 15 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 29 -26 28 27 -29 -30 -31
leaf_value=-0.003938188147974633 -0.0031799819556923483 0.063057207902560808 0.021650965731619013 -0.019504311165529427 -0.092826008566078699 -0.053360260579557652 -0.11737275970253079 0.00078529191239499856 0.14682713219703272 0.16359812403502672 0.031623359518380315 0.010725825448969764 0.045725186999355044 -0.066719161711322764 -0.035742618230959547 0.081562404393183963 0.053234990667551753 -0.0019204081374000815 0.00061924081434587986 -0.0663827186506806 0.004760037446939638 0.012667886859686514 0.12890041894637622 0.023533380602511214 0.22860290611473225 -0.060507161401350186 0.35702477764338258 0.056875065422576414 0.071061880514025691 -0.017008281695096036
leaf_weight=1243 11490 35 540 46 63 21 33 542 29 23 64 995 35 54 65 27 20 7787 3413 33 2281 134 26 451 21 54 20 23 22 226
leaf_count=1243 11490 35 540 46 63 21 33 542 29 23 64 995 35 54 65 27 20 7787 3413 33 2281 134 26 451 21 54 20 23 22 226
internal_value=0 0.00452357 0.00910786 -0.00993956 -0.0316141 -0.00179948 -0.0603861 0.00601866 0.0627484 0.0286598 0.0640313 0.00352283 -0.0112102 -0.02415 -0.00116268 0.0125972 0.112266 -0.000667714 0.00132428 0.00509313 0.0054467 0.0105038 0.0239139 0.0210436 0.0483312 0.033368 0.0573227 0.19648 -0.0224214 0.00999953
internal_weight=0 3835 2912 923 252 671 79 592 50 647 107 2265 189 154 100 1022 43 25981 14491 6704 6671 3258 977 951 274 253 177 43 76 677
internal_count=29816 3835 2912 923 252 671 79 592 50 647 107 2265 189 154 100 1022 43 25981 14491 6704 6671 3258 977 951 274 253 177 43 76 677

Tree=64
num_cat=0
split_feature=7 8 0 3 9 2 4 13 4 6 6 3 8 1 3 4 9 0 2 3 3 3 2 2 6 1 1 5 9 0
split_gain=8.15089 29.8251 32.4792 21.4761 12.6993 36.2787 19.2524 35.3065 18.1227 52.1946 11.3029 33.9911 42.9139 102.952 38.4548 27.5054 27.4954 22.1581 18.7412 18.3511 15.1285 21.7841 22.6905 17.0501 15.8128 22.1184 15.2698 12.2604 12.1847 11.5964
threshold=0.89941016766783533 1.417363391473266 0.85483043331533937 1.0945794705922196 3.1240873517416303 2.4239639430039279 0.87439540097666169 1.0000000180025095e-35 -0.38484885248183137 -0.40273933413740559 0.92075631081364584 0.72180359128743443 -0.77698199848118266 -1.2700040537347446 1.0945794705922196 1.0000000180025095e-35 1.0000000180025095e-35 1.0089997855938717 0.228931427602414 -1.3905930581063461 1.0945794705922196 1.6661691521928896 1.6922864378700899 0.96060893273625181 -0.84390454912108936 -0.10883276360913487 -1.0635736021568591 1.4572033689514463 0.44219328658623847 1.1824403069072209
left_child=4 2 -2 -3 -1 -6 8 -8 -7 -10 20 18 13 14 -13 16 -14 -18 27 -20 -4 22 23 24 25 -22 -23 -12 -21 -28
right_child=1 3 10 -5 5 6 7 -9 9 -11 11 12 15 -15 -16 -17 17 -19 19 28 21 26 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00065904022671932371 -0.1014261207991855 -0.0016847972212166622 0.00081609437896553382 0.1125830190256238 0.14535753662171572 0.039361533955220254 0.15244846191595904 -0.01967881493843519 -0.17321980409747498 0.032609600733433455 -0.0036911921155327342 0.11288173623383045 0.11558866544316214 0.26428971267102858 -0.068670561590364998 -0.074265906287402636 0.061503909230232238 -0.079713274240493778 -0.083971794868508975 -0.051187249513403067 -0.028967060716379257 0.076242181381601243 -0.11595061589633265 0.054922283285607901 -0.015583246021304984 -0.146326986184487 0.015586017089133914 -0.04554691140769751 -0.013865775924477013 -0.068247701519761575
leaf_weight=23483 34 29 4183 38 23 31 22 26 22 28 768 20 24 23 28 41 20 25 60 124 42 31 31 24 148 26 66 77 297 22
leaf_count=23483 34 29 4183 38 23 31 22 26 22 28 768 20 24 23 28 41 20 25 60 124 42 31 31 24 148 26 66 77 297 22
internal_value=0 -0.00323315 -0.00396032 0.0631238 0.000845531 0.0296571 0.00902835 0.0592129 -0.0207106 -0.0579553 -0.00341528 -0.0109261 0.0297237 0.0903313 0.00697623 -0.00939571 0.0291504 -0.0169501 -0.0164748 -0.0322321 -0.000940152 -0.019777 -0.0354383 -0.0250388 -0.0339233 -0.07384 0.0158885 -0.00750526 -0.0248583 -0.00537241
internal_weight=0 6181 6114 67 23635 152 129 48 81 50 6080 1507 181 71 48 110 69 45 1326 481 4573 390 271 240 216 68 119 845 421 88
internal_count=29816 6181 6114 67 23635 152 129 48 81 50 6080 1507 181 71 48 110 69 45 1326 481 4573 390 271 240 216 68 119 845 421 88

Tree=65
num_cat=0
split_feature=4 3 8 1 3 1 3 6 9 3 4 2 3 4 9 3 5 9 11 5 0 9 2 8 13 2 3 3 9 9
split_gain=8.03384 10.5174 8.66026 19.6488 34.9321 17.6823 52.7633 15.6123 13.4532 14.1078 20.7248 17.2345 14.5821 20.3779 16.9519 13.8177 18.288 12.3139 11.9383 11.4983 10.3086 9.64238 31.9695 8.83522 8.75578 18.7351 18.5698 23.4732 25.6735 21.7341
threshold=-2.0638411904264884 1.2933932728881048 -1.0576540832427985 -1.0119659892623869 1.4425036246100185 -1.0635736021568591 0.94546911887030538 0.92075631081364584 -1.5082751244358645 -0.22256196961802044 -1.22434502145416 1.9361789395813689 1.2436898223141333 0.87439540097666169 -0.77684947030257601 0.87091394300934855 -0.60843627140241419 -0.28923236754705023 -1.2236432711361978 -1.2969828181870342 -1.4769810198974642 4.0993215572526829 3.887318953271603 -1.108685371381273 -0.91165174278191285 2.9117489464264863 1.8649829544887748 1.0697277453052338 2.1488531462305791 -1.2644665730581017
left_child=1 -1 3 7 23 6 -4 19 -9 11 -11 18 14 -14 -12 -16 -17 -15 -10 20 -2 24 -23 -5 25 26 27 28 -7 -29
right_child=2 -3 5 4 -6 21 -8 8 9 10 12 -13 13 17 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0029026161288069618 -0.065975303611614633 -0.028815115973634949 0.011614264055662524 0.031973968074657022 -0.16438947383314373 0.006219299374935261 0.18674660854740069 -0.069415030311793094 0.058996034151641653 -0.06273816753334055 -0.024495186593260741 -0.083342176054914799 -0.080497394848701567 0.051280933175461764 0.013291915455864008 0.13155810340866447 0.027799751068342406 -0.033864528739026616 -0.019767441216870879 0.0028347410281392618 -0.0099989853514704605 0.13967207712786539 -0.017255789589355974 -0.03702748100945933 -0.00032098483142608213 -0.078921496102379432 0.057718712057058634 0.063773654925784004 0.087699604599187395 -0.013408190238472745
leaf_weight=577 36 215 123 25 20 4577 20 40 20 48 91 42 43 33 271 25 53 35 509 3141 382 21 34 72 18279 27 65 38 39 915
leaf_count=577 36 215 123 25 20 4577 20 40 20 48 91 42 43 33 271 25 53 35 509 3141 382 21 34 72 18279 27 65 38 39 915
internal_value=0 -0.00993694 0.000271157 -0.00356822 -0.0440549 0.00104832 0.0361083 -0.00257494 -0.0123877 -0.010438 0.000283103 -0.0216849 0.00577316 -0.026616 0.0139441 0.0239669 0.0610556 0.00745606 -0.0167896 0.000761225 -0.0148199 0.000839379 0.0426621 -0.0192436 0.000743295 0.00417978 0.00457803 0.00395779 0.00690772 -0.0103306
internal_weight=0 792 29024 4886 117 24138 143 4769 1210 1170 599 571 551 111 440 349 78 68 529 3559 418 23995 55 97 23940 5661 5634 5569 4616 953
internal_count=29816 792 29024 4886 117 24138 143 4769 1210 1170 599 571 551 111 440 349 78 68 529 3559 418 23995 55 97 23940 5661 5634 5569 4616 953

Tree=66
num_cat=0
split_feature=9 13 2 8 8 0 2 3 13 3 6 8 6 0 6 4 12 5 0 2 3 12 6 6 0 9 5 2 9 3
split_gain=7.95292 17.0736 21.9655 18.9213 25.9615 18.6028 17.8754 20.2003 23.7775 22.6624 19.2248 43.2968 20.9304 13.314 18.2832 13.248 15.6029 13.1304 22.2052 11.049 42.4211 40.6366 39.0131 36.577 72.5888 18.1874 16.6566 18.1127 16.5291 15.4843
threshold=-0.28923236754705023 1.2991141140390841 1.0000000180025095e-35 -1.0576540832427985 -0.98110715103508406 -0.97593062499223382 -0.25885357582014451 1.0200242947312625 -0.91165174278191285 -0.073451617896106533 -0.84390454912108936 -0.26666911709642732 -1.285069764104773 0.7006610810368068 1.0000000180025095e-35 -0.38484885248183137 0.19336503783038519 -0.95270954479472414 0.16106834806194292 -0.25885357582014451 1.1691346464531764 0.88184986801318488 1.3619215257973298 1.3619215257973298 0.5079493906886412 0.19838473520847552 -1.0674673025921608 -0.50274607753142375 0.19838473520847552 1.6164657016189181
left_child=1 6 3 5 -5 -3 -1 8 -8 -10 11 -9 -13 15 -15 16 -12 -17 -19 20 22 23 -2 24 25 26 -22 -28 -24 -23
right_child=19 2 -4 4 -6 -7 7 10 9 -11 13 12 -14 14 -16 17 -18 18 -20 -21 21 29 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0020752709189728346 0.0097676119750167434 0.029467951385022114 0.098307218717841011 0.10930507432382841 0.0085167985011978704 -0.030731062025428465 -0.054946186740094299 -0.045496172446644667 0.010051181156870346 -0.034762104082231723 -0.017604627263333117 0.036373549699783327 0.16208030324843195 -0.030736790123310959 0.092072503793018845 -0.05713124346315257 -0.1210411226823926 -0.0098819080101167599 0.10172241023656997 0.00062561395634291308 0.068412899616504874 -0.1023377366939231 0.045427570188274757 -0.077774570304520285 0.14113795843261939 -0.087323742703749596 -0.065096150997073152 0.018562850929223575 0.125160615965724 -0.012827938974455553
leaf_weight=10142 954 66 26 26 1500 231 202 33 213 240 35 26 27 22 27 37 25 94 22 15295 31 68 195 49 39 26 43 65 30 27
leaf_count=10142 954 66 26 26 1500 231 202 33 213 240 35 26 27 22 27 37 25 94 22 15295 31 68 195 49 39 26 43 65 30 27
internal_value=0 -0.00185826 0.00704117 0.00573952 0.010234 -0.0173535 -0.00333471 -0.0160697 -0.0264139 -0.013691 0.00340001 0.0444245 0.100413 -0.010066 0.0369336 -0.0208782 -0.0607032 -0.00526054 0.0112844 0.00143539 0.00954645 -0.0211324 0.0186018 -0.000192649 0.0184422 -0.0105586 0.00380036 -0.0147458 0.0560586 -0.0768981
internal_weight=0 12994 1849 1823 1526 297 11145 1003 655 453 348 86 53 262 49 213 60 153 116 16822 1527 348 1179 253 204 165 139 108 225 95
internal_count=29816 12994 1849 1823 1526 297 11145 1003 655 453 348 86 53 262 49 213 60 153 116 16822 1527 348 1179 253 204 165 139 108 225 95

Tree=67
num_cat=0
split_feature=1 0 5 7 2 1 2 5 7 9 9 3 9 3 3 13 3 0 9 7 5 4 2 12 6 12 9 12 13 12
split_gain=7.73722 18.0352 17.6751 24.668 15.0922 9.95944 8.39179 36.495 23.2435 18.0362 17.2842 13.6747 15.8748 13.5583 23.5433 11.3814 8.90552 27.3894 17.6322 29.1177 19.262 16.1191 13.8627 18.1385 21.5988 21.022 16.6253 14.4388 14.0886 25.3314
threshold=2.4973516875616775 0.18033951709675974 0.53914130657195269 -0.19895723486145081 2.1800714412926485 2.9876240100591582 2.9117489464264863 0.4243835487745159 0.80306214990210856 2.8802788003638677 3.3678959031193938 0.42358288784360659 2.1488531462305791 0.99517256944427679 0.44843461313059224 1.0000000180025095e-35 1.7158726027668607 -0.35925321587810394 1.6612360434750533 0.41767007883920099 -1.1822250603895974 1.2941434854628262 1.0000000180025095e-35 0.19336503783038519 -0.84390454912108936 -0.38037232065528109 1.1736189407195272 0.65235492461891831 -0.46949857141771356 -0.38037232065528109
left_child=6 2 3 -2 5 -4 10 9 15 11 16 -8 -13 14 -11 -9 -1 22 20 -20 21 -19 28 25 -25 26 -24 -26 29 -18
right_child=1 -3 4 -5 -6 -7 7 8 -10 13 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.00047015720161205856 0.0051608840750996029 0.10663057766854762 0.050443255653800936 -0.092081389923890436 0.11031770246724289 -0.011736327582138016 0.029915346603374929 0.028813231475651263 -0.13766461529515006 0.035351906087197051 0.068285369032339477 -0.0071829082071781158 -0.13166902609879064 0.080227344462441078 -0.085176206121797715 -0.067350088618695736 -0.004077142752707005 0.13708306315820665 -0.011626570920149487 0.12769956029951574 0.011968768630468581 0.015527072027325631 -0.034304577466014223 -0.12321040753566195 -0.09243960178767642 0.050793330413861242 0.050366041596446726 -0.0023910782043484674 -0.0053511407136976521 0.082699545075903172
leaf_weight=27914 200 20 57 30 24 47 20 20 33 71 37 20 21 36 21 32 75 24 24 40 383 20 135 30 24 57 28 69 243 61
leaf_count=27914 200 20 57 30 24 47 20 20 33 71 37 20 21 36 21 32 75 24 24 40 383 20 135 30 24 57 28 69 243 61
internal_value=0 0.014216 0.00905312 -0.00752289 0.0388381 0.0223429 -0.000182541 -0.0176015 -0.072022 0.00687338 -1.88873e-05 -0.0378754 -0.0709441 0.028199 0.00784005 -0.0303642 -0.000105654 0.00828242 0.0265041 0.0754523 0.0191676 0.0818303 -0.00410933 -0.0186749 -0.0494297 -0.00148022 -0.0197599 -0.0256294 0.00907272 0.0348448
internal_weight=0 378 358 230 128 104 29438 274 85 189 29164 61 41 128 92 52 29127 1213 491 64 427 44 722 343 123 220 163 93 379 136
internal_count=29816 378 358 230 128 104 29438 274 85 189 29164 61 41 128 92 52 29127 1213 491 64 427 44 722 343 123 220 163 93 379 136

Tree=68
num_cat=0
split_feature=8 1 1 9 0 9 2 11 4 2 2 9 6 0 3 0 7 1 2 13 5 4 7 8 1 4 2 9 7 9
split_gain=7.02306 6.84302 12.3771 22.1074 17.9928 29.1246 18.6281 12.8553 10.7457 10.9472 9.42163 43.3215 10.3887 8.51781 8.51275 17.9224 21.1001 16.8652 7.8194 13.4848 11.8607 11.2888 7.91467 11.4067 11.9647 8.13232 12.4321 10.7999 10.647 7.73306
threshold=-2.052764201943071 -0.62490889255385029 -0.21204798939807942 3.1240873517416303 -1.3806251747233813 2.8802788003638677 4.1312114549828829 1.2931702155692686 -1.6440931059403241 2.6678564447152069 -0.99053108095398223 -0.53304091892481309 0.92075631081364584 -0.49415139912181993 1.8649829544887748 0.41159354551455835 0.72598373568952734 1.3361803974360671 -0.74663857924270294 1.2991141140390841 1.3424456111540095 0.87439540097666169 -1.6056382942410627 2.2338640016888758 3.065035429400865 1.2941434854628262 0.47282392931369333 1.0000000180025095e-35 -1.4900206729221905 1.9050445948528159
left_child=-1 -2 3 7 5 18 14 8 -3 10 11 12 -10 -14 29 17 -17 -16 19 20 -4 -21 23 -20 -25 27 -27 -24 -29 -6
right_child=1 2 4 -5 6 -7 -8 -9 9 -11 -12 -13 13 -15 15 16 -18 -19 22 21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.057809691468165038 -0.0024846786298622727 -0.017669194800981197 0.0059944933938180954 0.10160369824540492 -0.0019344239752329608 0.11385843452925866 -0.077612233464606106 -0.012205044985939197 0.0029040441825732735 -0.04893786979091326 0.0072209614020444807 0.16767892930656672 0.087814585588358599 0.023625755084342222 0.022310190227362192 0.14514176618646493 0.0066430792847478942 -0.060997534001944589 -0.0046459197843773965 0.021387220979668203 0.077968945086002356 0.10888375950784519 -0.0013263664914166216 0.057903501812008124 -0.01457636683739515 0.0077497171863797126 -0.064735087280472114 0.053694930648694551 0.015515104578718401 0.0098178843875804476
leaf_weight=21 8275 166 272 24 14740 26 32 378 206 33 3075 20 29 72 101 22 22 32 901 30 25 29 159 62 36 112 30 122 182 582
leaf_count=21 8275 166 272 24 14740 26 32 378 206 33 3075 20 29 72 101 22 22 32 901 30 25 29 159 62 36 112 30 122 182 582
internal_value=0 -4.07452e-05 0.000899011 0.00591579 -0.000247427 0.00871508 -0.00139349 0.00533863 0.0071802 0.00838108 0.00893708 0.0250749 0.0157847 0.0420562 -0.00123613 0.0205688 0.0758924 0.00226623 0.00732032 0.0207274 0.0120529 0.064394 0.00434467 -0.00112183 0.0312782 0.0133712 -0.00756397 0.0197919 0.0308373 -0.00148802
internal_weight=0 29795 21520 4003 17517 1986 15531 3979 3601 3435 3402 327 307 101 15499 177 44 133 1960 356 297 59 1604 999 98 605 142 463 304 15322
internal_count=29816 29795 21520 4003 17517 1986 15531 3979 3601 3435 3402 327 307 101 15499 177 44 133 1960 356 297 59 1604 999 98 605 142 463 304 15322

Tree=69
num_cat=0
split_feature=6 3 3 9 1 2 9 1 6 3 0 2 2 9 3 1 12 9 13 2 6 9 6 9 2 9 9 2 2 9
split_gain=6.33409 19.2807 28.7971 13.0516 12.161 11.6938 16.1491 14.3852 10.3732 12.3322 14.4299 14.5723 14.598 25.9225 13.2241 12.8868 12.0951 11.8517 26.2565 11.8244 63.1989 42.2023 36.4848 25.6491 32.1654 40.8294 19.2422 50.1948 23.6802 13.2946
threshold=-1.285069764104773 0.69695186600044889 0.22476908554772135 1.4174274920972902 0.20081291375769331 0.71671643102497262 0.68600183796400149 0.25242052665216563 1.0000000180025095e-35 0.10051045911279306 -2.2670989503249426 3.6434264515603241 1.0000000180025095e-35 0.68600183796400149 1.8401312292017891 2.3425288488782638 1.6850821698931178 2.6364702489861047 0.85696094267488454 1.0000000180025095e-35 0.92075631081364584 1.0000000180025095e-35 0.92075631081364584 1.0000000180025095e-35 1.2045014344475311 1.1736189407195272 0.68600183796400149 0.71671643102497262 0.71671643102497262 1.1736189407195272
left_child=1 2 4 5 -1 6 -4 -8 -2 17 -11 12 13 14 15 -12 -14 19 -19 21 -21 -10 -23 -22 25 26 28 -28 -25 -26
right_child=8 -3 3 -5 -6 -7 7 -9 9 10 11 -13 16 -15 -16 -17 -18 18 -20 20 23 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.0038722697942223995 -0.0028039502995090724 -0.0083753526741480698 0.022653553724404047 0.07986521082189442 0.010852831275097083 -0.01727943511472808 0.14865204632282256 0.035845252728232968 -0.00072996102607957817 -0.026303771186775217 -0.00024167223021692578 -0.061219139871272178 0.011357730756638677 -0.10254251537844539 0.032311830345304986 0.051947187314120437 -0.037760146875299661 0.11254270505802384 -0.0094767990832527477 0.0060430417375597865 -0.07709932629547922 -0.018503120659835757 0.072454004740298159 -0.015420960254137063 -0.086136316453390149 0.12749314088196981 0.11505107772655976 -0.008965871611144394 -0.075023063448433944 -0.036259321384534693
leaf_weight=1243 11490 972 445 44 1022 63 20 26 4356 150 3311 33 2951 24 136 48 51 29 45 1754 81 63 147 672 69 21 39 200 74 237
leaf_count=1243 11490 972 445 44 1022 63 20 26 4356 150 3311 33 2951 24 136 48 51 29 45 1754 81 63 147 672 69 21 39 200 74 237
internal_value=0 0.0037937 0.00792514 0.0274437 0.0027719 0.0232802 0.0284844 0.0848917 -0.00055998 0.00121928 0.00436333 0.0050652 0.00540064 0.0010306 0.00174183 0.000504105 0.0105233 -0.00148751 0.0383417 -0.00186964 -0.0065859 0.00138093 0.0451669 -0.0224877 -0.0191161 -0.0104805 -0.0134221 0.0112712 -0.0213332 -0.0475061
internal_weight=0 3835 2863 598 2265 554 491 46 25981 14491 6704 6554 6521 3519 3495 3359 3002 7787 74 7713 3147 4566 210 1393 1312 1006 985 239 746 306
internal_count=29816 3835 2863 598 2265 554 491 46 25981 14491 6704 6554 6521 3519 3495 3359 3002 7787 74 7713 3147 4566 210 1393 1312 1006 985 239 746 306

Tree=70
num_cat=0
split_feature=9 3 2 3 13 0 9 6 6 3 3 12 2 12 1 9 6 9 6 3 8 9 2 9 5 3 1 3 7 7
split_gain=6.03852 12.9347 12.5111 14.5828 34.9576 27.1512 14.3399 19.1551 11.8297 22.9122 13.9158 11.3866 22.7126 11.8673 11.315 10.0222 8.04703 17.3391 16.7819 34.7862 27.7377 34.0638 29.5651 45.257 34.0603 31.315 15.0089 18.3014 26.8212 55.5402
threshold=-1.0206580216803387 1.49220707518399 -0.99053108095398223 1.2436898223141333 0.85696094267488454 -0.41706672298255359 -0.77684947030257601 1.0000000180025095e-35 0.92075631081364584 -0.048599892609120877 0.5975449648525063 1.1113448114074516 -1.2344235826652614 1.4555872264988512 0.45885097823005111 -0.77684947030257601 -0.84390454912108936 3.855513005874919 1.0000000180025095e-35 -0.023748167322135232 0.93256615415774868 2.6364702489861047 1.4483939361588105 1.9050445948528159 1.3424456111540095 1.0945794705922196 0.63947762336070235 0.69695186600044889 0.43693968239234665 0.91867977122098099
left_child=1 -1 3 8 6 -6 -5 -8 9 -2 -10 12 -3 -13 15 -11 17 -4 19 -18 22 -22 23 26 -24 -26 27 -21 -29 -30
right_child=2 11 16 4 5 -7 7 -9 10 14 -12 13 -14 -15 -16 -17 18 -19 -20 20 21 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0051207702720406246 -0.012423080056905747 0.091356267650490222 0.0028438188844814552 -0.0069958757729299608 -0.023548417389392853 0.13421280588954687 -0.025419086313673428 -0.13638748377561569 0.039352705605646097 0.031788668060495011 -0.038436638914048672 -0.069645202847627499 0.010144326599301215 0.032814483325928449 0.0019442963600158692 0.096490143354122468 0.0023328953269654172 0.087998337422808021 0.0012973674412235844 -0.018434802660602975 0.00072033348699782746 0.11138356836705372 -0.029630652422361292 -0.16255533156916502 -0.058533566114492723 -0.20706925581802024 -0.036608314270667179 -0.0077966902532805278 0.077760233175979951 -0.024186036351482511
leaf_weight=3656 240 46 6507 62 20 24 35 28 287 62 25 26 137 20 60 39 3250 24 11983 983 681 29 292 20 40 22 214 788 119 97
leaf_count=3656 240 46 6507 62 20 24 35 28 287 62 25 26 137 20 60 39 3250 24 11983 983 681 29 292 20 40 22 214 788 119 97
internal_value=0 -0.00367667 0.000550841 0.0122566 -0.0141546 0.0625032 -0.0411381 -0.0747384 0.0185167 0.00715494 0.0331196 0.0193785 0.0305583 -0.0250975 0.0363396 0.0567724 0.00013867 0.00315674 -0.000925756 -0.00500222 -0.0122592 0.00524038 -0.0170843 -0.0128064 -0.0439238 -0.11124 -0.0114457 -0.00873567 0.000760588 0.0319788
internal_weight=0 3885 25931 882 169 44 125 63 713 401 312 229 183 46 161 101 25049 6531 18518 6535 3285 710 2575 2221 354 62 2201 1987 1004 216
internal_count=29816 3885 25931 882 169 44 125 63 713 401 312 229 183 46 161 101 25049 6531 18518 6535 3285 710 2575 2221 354 62 2201 1987 1004 216

Tree=71
num_cat=0
split_feature=9 2 6 3 12 9 7 8 8 2 3 6 2 6 3 3 6 8 6 2 8 5 7 3 3 3 8 0 9 2
split_gain=6.01021 14.2539 17.7276 24.4973 16.2213 11.4161 11.7004 10.0954 26.2977 9.67552 28.8026 41.1345 20.7332 17.9003 28.8843 28.1423 27.9559 26.5886 36.36 20.8452 25.2647 28.553 20.6131 19.8133 32.814 25.8824 38.8351 22.8747 20.6024 44.9711
threshold=0.19838473520847552 0.228931427602414 1.3619215257973298 0.74665531657442019 1.0000000180025095e-35 -0.53304091892481309 0.37913087173291038 -2.0017329138045947 -1.9251859815968821 0.47282392931369333 1.4425036246100185 1.3619215257973298 -0.74663857924270294 0.92075631081364584 0.10051045911279306 0.39873116255662094 1.0000000180025095e-35 0.88153486601927245 -0.84390454912108936 1.6922864378700899 0.4732845609114677 1.3424456111540095 1.1884542209650162 1.3679484487490616 1.4425036246100185 1.1442829211661907 -0.26666911709642732 -0.012372173251405844 2.1488531462305791 1.2045014344475311
left_child=1 -1 5 -4 -5 6 -3 -2 -9 10 11 12 -10 15 -15 -11 17 18 23 -20 21 -21 -16 25 -25 -17 -27 -28 29 -26
right_child=7 2 3 4 -6 -7 -8 8 9 13 -12 -13 -14 14 22 16 -18 -19 19 20 -22 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=-0.00042563139623086918 0.072860993184149278 -0.0017727110534906387 -0.07840749748744244 -0.043736545309424404 0.073999581824649469 -0.0048617233675577604 -0.10635443867548654 -0.095038583103035187 0.1004770777957595 0.0085063874629234468 -0.020006557742770405 0.045703115476829356 0.0050703051307974213 -0.022499440535423621 0.00066144607377698625 -0.002314353509164068 0.010653784559517425 0.0077912637237005124 -0.02508775801509619 -0.06340259836325722 0.015666937682544815 -0.18471617614445479 0.081251332525051012 0.14261566428911118 -0.022718323004173948 -0.15507261315671106 0.042892641381871321 -0.088729683309793472 -0.071809853756657022 0.090918746131161854
leaf_weight=17982 20 20 86 25 22 826 23 28 23 3494 354 293 2355 816 830 367 774 492 500 124 32 23 33 21 83 30 31 23 26 60
leaf_count=17982 20 20 86 25 22 826 23 28 23 3494 354 293 2355 816 830 367 774 492 500 124 32 23 33 21 83 30 31 23 26 60
internal_value=0 -0.00107246 -0.0126805 -0.0466802 0.011374 -0.00747686 -0.0577118 0.00187958 0.00174827 0.00199958 0.00679677 0.0103491 0.00599308 0.000129293 -0.00901087 0.00265336 -0.00525479 -0.0120502 -0.0194456 -0.0355713 -0.064855 -0.0823836 0.0037431 -0.00236393 0.024723 -0.0137753 -0.0638487 -0.0131687 0.0100737 0.0249616
internal_weight=0 18984 1002 133 47 869 43 10832 10812 10784 3025 2671 2378 7759 1679 6080 2586 1812 1320 679 179 147 863 641 190 451 84 54 169 143
internal_count=29816 18984 1002 133 47 869 43 10832 10812 10784 3025 2671 2378 7759 1679 6080 2586 1812 1320 679 179 147 863 641 190 451 84 54 169 143

Tree=72
num_cat=0
split_feature=7 8 2 8 0 9 3 2 13 3 4 4 11 6 11 0 12 9 13 2 0 9 2 6 3 2 6 13 6 12
split_gain=5.66806 11.6171 7.45769 6.99583 7.0589 5.73705 11.7501 31.3759 37.086 16.2345 10.6446 12.4911 49.016 81.9919 20.2213 18.0595 16.2794 15.2945 13.8968 18.7182 13.5915 10.3327 24.7806 29.9617 21.8681 14.6067 28.47 21.8435 14.1843 12.2333
threshold=1.5545766884747783 -2.0272485578738331 0.96060893273625181 -1.9762172697353566 0.66211874296717377 -0.77684947030257601 1.0697277453052338 -0.74663857924270294 -0.91165174278191285 1.1691346464531764 -2.4835892749126525 1.0000000180025095e-35 -0.38470544223437586 1.0000000180025095e-35 -0.80417435668528692 0.83555926428052252 1.3408397548017179 -1.2644665730581017 -0.46949857141771356 -0.74663857924270294 0.43086471454937486 -1.5082751244358645 -1.4783160843765406 0.92075631081364584 0.10051045911279306 -1.4783160843765406 0.92075631081364584 -0.46949857141771356 0.47959109582996201 -0.72461473574668078
left_child=1 -1 -2 4 -3 6 7 21 -9 -8 -11 12 14 -14 17 -13 -16 20 19 -19 -12 25 23 24 28 26 -5 -27 -23 -24
right_child=2 3 -4 5 -6 -7 9 8 -10 10 11 15 13 -15 16 -17 -18 18 -20 -21 -22 22 29 -25 -26 27 -28 -29 -30 -31
leaf_value=0.065715738351422331 -0.0078432612153019679 -0.074809573128819459 -0.057095320632352557 -0.0082121166050749487 -0.0022998239491777176 0.00089357509042138736 0.055200571844826886 -0.077248722352644697 -0.013241732923219389 -0.036519446596503261 0.13635790537865389 0.0034527834054899997 -0.016852140650153162 0.26949005149304867 -0.069272158846259119 -0.062174775208468029 0.019649963533239709 0.0026043672499985529 -0.011873769223369579 0.12835655272006991 0.021171598583459857 0.0035146137277285261 0.0079535265070008188 0.063155590157817909 0.078166093169797779 -0.028095843275388083 -0.05760475446105652 0.040589715540409091 -0.07083748640158237 -0.0052266815583567362
leaf_weight=27 321 25 34 756 29 22996 67 117 400 60 21 474 20 20 50 46 35 29 93 20 20 75 969 135 27 75 138 121 39 2577
leaf_count=27 321 25 34 756 29 22996 67 117 400 60 21 474 20 20 50 46 35 29 93 20 20 75 969 135 27 75 138 121 39 2577
internal_value=0 0.00015135 -0.0125604 9.12076e-05 -0.0358692 0.000157302 -0.00249485 -0.0042942 -0.0277269 0.00773413 0.00415277 0.00710003 0.0230592 0.126319 0.00764734 -0.00235273 -0.0326572 0.026368 0.0108338 0.0539318 0.0801695 -0.00182785 0.000621463 0.0294834 -0.0027559 -0.0104162 -0.0158365 0.014307 -0.0219216 -0.00162498
internal_weight=0 29461 355 29434 54 29380 6384 5429 517 955 888 828 308 40 268 520 85 183 142 49 41 4912 3822 276 141 1090 894 196 114 3546
internal_count=29816 29461 355 29434 54 29380 6384 5429 517 955 888 828 308 40 268 520 85 183 142 49 41 4912 3822 276 141 1090 894 196 114 3546

Tree=73
num_cat=0
split_feature=2 9 3 2 3 3 0 1 7 6 3 5 4 8 1 2 8 6 3 7 0 13 8 2 8 7 6 3 12 9
split_gain=5.25365 13.9587 25.2471 9.13277 13.1795 6.22011 16.1322 29.6159 16.6928 15.491 21.0907 23.558 16.7928 19.9173 15.2008 14.6433 12.2489 21.9491 20.0275 10.405 24.6404 16.8348 15.3459 14.6251 8.147 7.91559 7.79964 7.73205 25.3226 6.4006
threshold=5.1067814618279996 4.0993215572526829 1.1194311958792051 3.6434264515603241 0.44843461313059224 1.7158726027668607 -0.22435503263438825 -1.0377697957096228 1.0921062031992892 -0.84390454912108936 1.8401312292017891 0.30962579097707926 -1.22434502145416 1.1366913067116504 0.69108523625517271 0.47282392931369333 0.090549899872901088 1.0000000180025095e-35 1.8401312292017891 -1.0082805840935563 -1.1493711463055829 1.0000000180025095e-35 2.2338640016888758 1.4483939361588105 -0.26666911709642732 -1.20097661962501 0.47959109582996201 1.6910208774798752 1.0000000180025095e-35 1.9050445948528159
left_child=1 3 -3 5 -5 27 19 -8 9 10 11 -9 15 14 16 -11 17 -14 26 20 22 -22 25 -21 -19 -7 -18 29 -29 -1
right_child=-2 2 -4 4 -6 6 7 8 -10 12 -12 -13 13 -15 -16 -17 18 24 -20 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00048177433761956005 -0.04493185264559893 0.13227866684848613 -0.017564444826996845 0.01542026356744048 -0.074503753811885162 -0.0006932718695505806 0.11324167999749382 0.03834273722688003 -0.046590740268584341 0.0024718887241626229 0.0029457252821885049 0.17493025634599768 -0.051161000132560731 -0.069525026731394435 0.081699271394441331 0.10177332913559495 -0.032510790179173153 0.030129080221933481 0.034872374357655646 -0.0088862485956538034 0.14479821657850631 0.020959350661091183 0.073889712423638065 -0.096705083996057511 0.10718979000964242 -0.065402110032737257 -0.11090195289897649 0.044627068367694381 -0.071223339134896244 0.0072887252461730284
leaf_weight=27217 26 22 23 28 39 345 33 28 40 27 40 23 25 37 26 33 30 34 32 366 21 23 27 20 23 20 22 29 54 1103
leaf_count=27217 26 22 23 28 39 345 33 28 40 27 40 23 25 37 26 33 30 34 32 366 21 23 27 20 23 20 22 29 54 1103
internal_value=0 3.92154e-05 0.0556922 -4.49797e-05 -0.0369236 3.82761e-05 0.00687123 0.0220235 0.0148564 0.0213245 0.0573057 0.099941 0.00999479 -0.00234396 0.0106024 0.0570877 -0.000533264 0.0269601 -0.027372 -0.00147912 0.00910695 0.0800643 0.00114235 -0.0134364 0.0612238 -0.00423896 -0.0656763 -0.000268453 -0.0307455 -0.000179131
internal_weight=0 29790 45 29745 67 29678 1275 453 420 380 91 51 289 229 192 60 166 82 84 822 436 44 392 386 57 365 52 28403 83 28320
internal_count=29816 29790 45 29745 67 29678 1275 453 420 380 91 51 289 229 192 60 166 82 84 822 436 44 392 386 57 365 52 28403 83 28320

Tree=74
num_cat=0
split_feature=4 3 2 8 6 1 9 7 8 0 3 8 13 8 1 3 7 9 4 5 7 1 3 3 5 1 3 4 7 3
split_gain=5.03785 7.4238 6.26043 11.4057 7.84909 7.21808 5.50747 5.13279 24.4536 25.9878 16.8431 8.61792 8.6012 18.9912 27.7287 27.3352 39.6538 18.9662 18.596 14.6747 13.471 12.6422 12.0924 25.3307 23.2881 21.5313 20.1023 22.3615 15.1449 23.1248
threshold=-2.0638411904264884 1.2933932728881048 0.71671643102497262 0.49880020498070582 -0.84390454912108936 -1.0119659892623869 1.0000000180025095e-35 0.89941016766783533 1.417363391473266 0.85483043331533937 1.0945794705922196 -2.0017329138045947 1.2991141140390841 -0.49630991371956684 -0.21204798939807942 1.0945794705922196 -0.19895723486145081 2.1488531462305791 0.45464731649049733 0.30962579097707926 0.86087096056154477 -0.4958898603176714 1.49220707518399 1.2436898223141333 0.65389906436938927 0.82010426849135165 1.8401312292017891 -1.22434502145416 -0.31457485618032294 1.1194311958792051
left_child=1 -1 3 4 -3 -6 -5 11 9 -9 -10 -2 -13 20 15 18 -17 22 -15 -19 21 -14 23 28 25 -25 27 -24 29 -16
right_child=7 2 -4 6 5 -7 -8 8 10 -11 -12 12 13 14 17 16 -18 19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019589798070411271 0.060798267088830474 -0.073707266094382204 -0.067828073405793735 0.062755398931247861 0.03401634047872254 -0.031690836735864786 -0.0044884209232083682 -0.090183714059565004 0.00034946422253189418 -0.0025126728302095553 0.10154405383295136 0.00010430399990136981 -0.0072597489983910538 0.055701341496508884 0.028050832996612509 0.041442492383066569 0.21113699561073665 -0.0080990030333913613 -0.0046570580691919416 -0.11786326382841383 0.07177319537759537 -0.085927672542276845 0.031185125942741122 0.16329677544002022 -0.00064439951981368822 0.042320191764062452 0.047092709365628059 -0.062869625688008565 0.00049038562738151108 -0.046198303795055205
leaf_weight=577 24 34 28 21 21 82 29 34 29 6080 38 19930 750 96 476 40 21 29 109 21 21 21 35 28 38 31 37 91 999 46
leaf_count=577 24 34 28 21 21 82 29 34 29 6080 38 19930 750 96 476 40 21 29 109 21 21 21 35 28 38 31 37 91 999 46
internal_value=0 -0.0078689 -0.0237295 -0.0171265 -0.0320464 -0.0182942 0.023754 0.000214725 -0.00234177 -0.00300021 0.0577434 0.000906477 0.000843486 0.00594279 0.0109255 0.0410951 0.0998619 0.0065426 0.0236083 -0.0542 -0.00725007 -0.00940246 0.00824789 0.0108632 0.0604098 0.0997328 -0.017713 -0.0367433 0.00770346 0.0215078
internal_weight=0 792 215 187 137 103 50 29024 6181 6114 67 22843 22819 2889 2097 266 61 1831 205 50 792 771 1781 1618 97 59 163 126 1521 522
internal_count=29816 792 215 187 137 103 50 29024 6181 6114 67 22843 22819 2889 2097 266 61 1831 205 50 792 771 1781 1618 97 59 163 126 1521 522

Tree=75
num_cat=0
split_feature=4 9 6 9 2 0 9 3 9 7 7 3 8 2 0 0 3 3 3 4 2 3 3 3 1 2 8 1 7 9
split_gain=4.88049 18.2291 7.69971 11.2189 11.9357 17.4695 11.8921 11.5495 10.5916 9.66604 24.8067 17.1717 9.12228 11.797 8.79986 8.28975 8.43178 18.0789 11.5981 9.949 8.03923 8.01516 9.14196 7.28746 22.443 23.9019 29.1356 21.556 22.8212 14.3207
threshold=-0.80459693696799561 3.6117044544971564 -1.285069764104773 1.1736189407195272 1.2045014344475311 0.39232237647974183 1.4174274920972902 0.025955283251836079 4.3431301086304455 0.55255730371121892 0.090086818435729757 0.72180359128743443 -0.72595071034270642 0.96060893273625181 0.064712502887860124 -0.2050838635995714 1.1939863717401622 0.94546911887030538 1.566762251044947 0.45464731649049733 4.3751039566941623 1.5419105257579613 1.4425036246100185 1.8401312292017891 1.8780603328280188 -0.50274607753142375 1.1366913067116504 -0.23785179584531371 0.22497404330774726 0.44219328658623847
left_child=1 -1 3 12 5 -5 -6 -7 20 10 -8 -11 21 15 -15 -14 17 19 -18 -17 23 22 -2 -4 25 -25 27 29 -29 -27
right_child=2 -3 8 4 6 7 9 -9 -10 11 -12 -13 13 14 -16 16 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0028138248337087252 -0.0065405457367002972 0.088374638758515089 -0.0002469711049701147 0.01536540451191672 -0.0435206028557307 0.054450959133718051 0.011730634593530685 0.15075556417927147 -0.059411430818339189 0.033600034300358066 0.13487670382573491 -0.081918535246090454 0.017024233312410621 -0.0027117852706375514 -0.071968103002291173 0.0077618268879858761 -0.071165725846907932 0.097374276657189646 0.0081286960090391144 -0.017325887967215636 0.063419748917222019 0.042996200931168377 -0.0649465186521411 0.072701565494450435 0.11759475205093622 0.00037742839427664878 -0.11425250812687658 0.0073799567397784538 0.10635505916879458 -0.074859180784708754
leaf_weight=6200 625 22 20198 73 37 33 74 20 30 31 21 22 685 43 32 993 35 21 39 188 20 31 28 48 20 80 22 74 34 37
leaf_count=6200 625 22 20198 73 37 33 74 20 30 31 21 22 685 43 32 993 35 21 39 188 20 31 28 48 20 80 22 74 34 37
internal_value=0 -0.0024914 0.000657009 0.0053623 0.0233546 0.0470926 0.00718707 0.0907923 -3.65541e-05 0.019864 0.0389524 -0.0143511 0.00330509 0.00666175 -0.0322611 0.00815039 0.0033866 0.00540357 -0.0293754 0.00376819 5.01963e-05 -0.00668635 -0.00904494 -1.15885e-05 0.0150813 0.00813123 -0.00441685 0.00632264 0.0385388 -0.0234153
internal_weight=0 6222 23594 3031 311 126 185 53 20563 148 95 53 2720 2036 75 1961 1276 1202 74 1181 20533 684 653 20513 315 295 247 225 108 117
internal_count=29816 6222 23594 3031 311 126 185 53 20563 148 95 53 2720 2036 75 1961 1276 1202 74 1181 20533 684 653 20513 315 295 247 225 108 117

Tree=76
num_cat=0
split_feature=1 2 9 3 2 3 8 8 9 3 9 4 3 6 2 13 3 3 9 2 8 2 9 8 11 3 7 2 5 8
split_gain=4.68313 7.35679 7.23934 16.4929 7.98352 10.6725 4.62147 5.22135 10.3465 5.39915 10.8902 4.93701 6.63317 9.80167 10.4423 7.6266 16.2406 35.7516 24.1197 24.7755 22.8581 21.6416 21.2806 26.4211 21.9712 27.3052 23.0225 39.8452 24.0094 18.7662
threshold=3.4004849132149295 5.1067814618279996 4.0993215572526829 1.1194311958792051 3.6434264515603241 0.44843461313059224 -2.052764201943071 -1.9507016256661205 0.44219328658623847 0.44843461313059224 -0.53304091892481309 -0.80459693696799561 -1.4154447833933317 0.47959109582996201 1.6922864378700899 -0.91165174278191285 1.2436898223141333 1.7407243280538465 1.9050445948528159 1.2045014344475311 -0.41976298151185432 1.9361789395813689 1.6612360434750533 -1.4148731002121269 1.0000000180025095e-35 1.6910208774798752 -0.58434930592435819 0.71671643102497262 0.88341457996426265 0.52431584904994399
left_child=1 2 4 -4 6 -6 -1 8 9 -8 -11 -9 13 -13 -15 16 18 22 19 -14 -19 -20 23 -18 25 -25 28 -28 29 -26
right_child=-2 -3 3 -5 5 -7 7 11 -10 10 -12 12 15 14 -16 -17 17 20 21 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.04691547499526115 0.036557703827108656 -0.05426699274033308 0.10460804952752023 -0.017966603196185569 0.012565439307530011 -0.068355179301057112 0.0082020098964373286 -0.0024236895054021873 -0.075484101348914784 0.011818184873795715 -0.075615068839397281 0.00042421582055538338 0.0079699044816658269 -0.010857156637995594 -0.074063321065019685 0.00027378854726457655 -0.081925833252343261 0.089592064249639725 0.11053606834995174 -0.022252086961597257 0.0068871528697623452 0.019965740266834966 -0.095415115942926829 0.097523857385684296 -0.042205633855653263 -0.041805847260085023 -0.0721590867826431 0.077342189227541297 0.059621984267776665 0.026369910829816948
leaf_weight=21 35 25 21 23 28 39 90 6179 26 29 28 1607 3818 819 27 15919 55 48 41 292 110 74 37 39 106 22 118 21 55 64
leaf_count=21 35 25 21 23 28 39 90 6179 26 29 28 1607 3818 819 27 15919 55 48 41 292 110 74 37 39 106 22 118 21 55 64
internal_value=0 -4.29643e-05 2.59294e-06 0.0405349 -5.74307e-05 -0.0345376 2.04972e-05 -1.2746e-05 -0.0173347 -0.00704975 -0.0311315 8.90059e-05 0.000756157 -0.00416225 -0.0128744 0.00133567 0.00478548 -0.00961789 0.00708661 0.00582275 0.0320127 0.052256 -0.0223406 -0.0167077 -0.00826776 0.0472738 -0.0175755 -0.0495726 0.00219149 -0.016389
internal_weight=0 29781 29756 44 29712 67 29645 29624 173 147 57 29451 23272 2453 846 20819 4900 675 4225 4110 158 115 517 480 425 61 364 139 225 170
internal_count=29816 29781 29756 44 29712 67 29645 29624 173 147 57 29451 23272 2453 846 20819 4900 675 4225 4110 158 115 517 480 425 61 364 139 225 170

Tree=77
num_cat=0
split_feature=11 8 1 1 9 3 8 0 9 9 1 9 3 0 8 2 8 1 1 12 3 3 4 9 8 0 0 4 3 1
split_gain=4.20031 11.4433 10.7569 10.4894 8.72102 8.11294 8.71856 7.58687 31.8259 29.0098 9.05295 8.73864 12.122 7.43955 10.7788 12.6599 8.64511 6.50991 12.8228 10.6587 25.7323 14.0754 47.8032 8.07827 8.67254 10.291 8.99818 7.74299 19.5612 11.4972
threshold=1.2931702155692686 -0.03702832047328778 -0.057225150714664434 1.0000000180025095e-35 1.9050445948528159 1.7407243280538465 1.0091130863654614 -1.3613540056885649 5.0745557627637341 2.6364702489861047 -0.31526321518702211 1.4174274920972902 0.17506563497375002 -2.0358449219071439 0.60086278125765658 0.47282392931369333 0.19261247614985363 -0.16044037650360712 -0.62490889255385029 -0.83936220744381396 1.566762251044947 1.2933932728881048 0.45464731649049733 2.6364702489861047 -0.67491942220423196 0.98972861655905509 0.45013588358419132 1.0000000180025095e-35 0.22476908554772135 -0.39267463452872869
left_child=7 2 4 -3 -2 -5 -7 9 17 10 11 -1 -13 14 16 -16 -12 18 -9 20 21 -20 -23 24 25 26 -21 28 -26 -30
right_child=1 3 -4 5 -6 6 -8 8 -10 -11 13 12 -14 -15 15 -17 -18 -19 19 23 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0014730282324694711 -0.0081533612155999038 0.050347880427042302 -0.073138243277315745 -0.0011726910808622908 -0.073174315194288894 0.010070043999701739 0.084463534083055417 -0.00074827521118313507 -0.1262807794287801 0.11068680681861365 -0.01081921335521944 0.0069482665508985523 -0.10183316478062243 0.012075663386139164 0.02312041383953049 -0.058905920860442253 -0.06994397036808854 -0.0014738464513465146 0.015674187267456948 -0.053734988854690038 0.091514698606590894 -0.12575865729615607 0.057425429645393579 0.048715183678536847 0.0013023644401536467 -0.092737149647437039 0.03395396238565445 -0.0014060726790210705 0.05100672972512519 0.015330879110301477
leaf_weight=828 1165 46 27 887 21 50 23 6978 20 26 79 20 21 1319 130 22 36 14385 793 22 43 29 28 39 929 20 25 1408 139 258
leaf_count=828 1165 46 27 887 21 50 23 6978 20 26 79 20 21 1319 130 22 36 14385 793 22 43 29 28 39 929 20 25 1408 139 258
internal_value=0 -0.0041857 -0.0107255 0.00369979 -0.00930466 0.00146457 0.0335091 0.000336561 -0.00018456 0.00561204 0.00449924 -0.00370449 -0.0487691 0.00899421 -0.00622838 0.0112482 -0.0293278 -8.4069e-05 0.00178242 0.00651298 0.0160422 0.0122242 -0.0357735 0.00351665 0.00288732 -0.0326577 -0.00709193 0.00375839 0.00924223 0.0278219
internal_weight=0 2219 1213 1006 1186 960 73 27597 25116 2481 2455 869 41 1586 267 152 115 25096 10711 3733 893 850 57 2840 2801 67 47 2734 1326 397
internal_count=29816 2219 1213 1006 1186 960 73 27597 25116 2481 2455 869 41 1586 267 152 115 25096 10711 3733 893 850 57 2840 2801 67 47 2734 1326 397

Tree=78
num_cat=0
split_feature=9 2 5 4 0 9 2 2 6 3 9 3 3 2 1 3 3 8 3 3 6 3 0 5 2 0 2 1 6 6
split_gain=4.37745 4.8566 28.344 15.4079 14.2162 4.57877 15.0845 20.1838 26.6153 27.6701 19.2106 12.2539 30.2275 11.7238 10.6752 33.2704 21.2406 10.5483 14.1549 9.30586 34.2224 26.9917 27.5112 20.1814 19.8895 32.6868 19.8579 16.8818 34.8988 24.8682
threshold=5.3183643141414967 3.6434264515603241 0.4243835487745159 0.45464731649049733 0.68138991200199028 0.44219328658623847 1.9361789395813689 0.47282392931369333 1.3619215257973298 1.2188380970271477 1.0000000180025095e-35 1.4425036246100185 1.1939863717401622 -0.74663857924270294 -0.44428224742320099 1.3679484487490616 1.7158726027668607 -0.13909089675023847 0.52298978899154924 0.52298978899154924 -0.40273933413740559 0.6472484154264776 -0.62904958236553565 -1.411740575984471 2.1800714412926485 0.52722055972345772 0.47282392931369333 -1.2958078601819805 -1.285069764104773 -0.84390454912108936
left_child=1 5 3 4 -3 6 7 -1 10 -10 11 12 -9 -7 15 -12 -17 18 -16 -15 23 -22 -23 26 -24 -26 -21 28 -25 -29
right_child=-2 2 -4 -5 -6 13 -8 8 9 -11 14 -13 -14 19 17 16 -18 -19 -20 20 21 22 24 27 25 -27 -28 29 -30 -31
leaf_value=-0.00016858496380951145 0.04564023791324525 -0.078744257898069922 -0.096126784334945328 0.08958548387512566 0.034368961215019228 0.076652445896927809 0.083977154518167174 -0.031375398751921378 -0.086425197308721113 0.020310389340826962 -0.0014823371149759624 -0.00075085626260654355 -0.17603606497868896 0.004348084112460889 0.0042327724877865083 0.16929935984313491 0.02530334669919241 -0.0051904441648330845 -0.08441235928168131 -0.1417181560261683 -0.029597885681964132 -0.0051287755676262398 0.027353703031070865 -0.049932480747388173 0.040050741859401273 -0.073866206323200803 -0.034583111451133901 -0.004237369620748067 0.080597717039011141 -0.036592259627708533
leaf_weight=20425 21 20 34 20 25 21 21 52 92 33 256 37 20 5325 31 20 21 305 43 22 184 629 804 33 48 53 81 735 54 351
leaf_count=20425 21 20 34 20 25 21 21 52 92 33 256 37 20 5325 31 20 21 305 43 22 184 629 804 33 48 53 81 735 54 351
internal_value=0 -3.2168e-05 -0.0221441 0.0165546 -0.0159036 4.15483e-05 -0.000734428 -0.00081781 -0.0153897 -0.058247 -0.00856528 -0.0475232 -0.0715589 0.00202857 -0.00228361 0.0119121 0.0955453 -0.0134079 -0.0472772 0.00184019 -0.00262023 0.00659365 0.0109347 -0.0150258 0.0220993 -0.0197275 -0.0574663 -0.0112991 0.0310863 -0.0146946
internal_weight=0 29795 99 65 45 29696 21356 21335 910 125 785 109 72 8340 676 297 41 379 74 8319 2994 1718 1534 1276 905 101 103 1173 87 1086
internal_count=29816 29795 99 65 45 29696 21356 21335 910 125 785 109 72 8340 676 297 41 379 74 8319 2994 1718 1534 1276 905 101 103 1173 87 1086

Tree=79
num_cat=0
split_feature=0 13 8 8 2 1 8 6 4 12 1 5 4 2 6 4 9 2 13 0 2 1 3 3 13 2 12 2 9 6
split_gain=4.13593 8.61853 6.22311 4.72473 11.9063 4.4306 7.76506 15.9701 17.2447 19.602 5.35747 6.06299 7.06589 6.4803 8.33659 6.95749 5.03601 33.3309 44.7904 21.1498 12.3288 8.69298 15.136 25.3521 23.2355 8.04496 7.79888 7.70941 7.60105 15.1737
threshold=1.5678636876035521 1.2991141140390841 -2.0272485578738331 -1.9507016256661205 0.228931427602414 -1.6828649568905172 -1.7720921171814552 0.92075631081364584 -0.38484885248183137 -0.49511979235241427 -1.7860801826794599 0.65389906436938927 1.0000000180025095e-35 -0.74663857924270294 1.0000000180025095e-35 0.45464731649049733 -1.2644665730581017 -1.2344235826652614 1.2991141140390841 -0.43633789201737011 -0.50274607753142375 -0.85714315057897361 1.0945794705922196 1.5419105257579613 0.41480777131068514 -1.4783160843765406 0.53760745292178502 -1.4783160843765406 -1.0206580216803387 1.3619215257973298
left_child=2 -2 -1 4 -4 6 10 -8 -9 -10 11 12 -5 -14 -15 -16 20 18 21 -20 -7 -18 24 27 25 26 -23 -24 29 -19
right_child=1 -3 3 5 -6 16 7 8 9 -11 -12 -13 13 14 15 -17 17 28 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.045652442375818891 -0.0032625799872722399 -0.043005451534999843 -0.0048163253052220887 -0.0065516026120493627 -0.088265868702105121 -0.0058981117376368025 0.005272488641810227 -0.026119324959637154 0.15319546406035839 0.041992448175362518 -0.022694941316213874 -0.014022858468969621 -0.0052667264633452183 0.014667228468019386 0.039398439639601213 0.11606578370556236 0.052694991015380735 -0.0041149777528877917 0.026798329576849939 0.15443467691137985 0.054835349863723792 0.035822569575637231 -0.12544526107609275 0.034449148683675698 -0.068035426004617303 0.019458640383874726 0.1101693524846009 -0.041380076793332894 0.00024585351166437713 -0.041049668222635255
leaf_weight=30 294 67 92 107 21 1975 235 21 23 51 90 121 44 58 29 20 54 1260 20 37 34 43 20 35 27 199 21 24 24642 122
leaf_count=30 294 67 92 107 21 1975 235 21 23 51 90 121 44 58 29 20 54 1260 20 37 34 43 20 35 27 199 21 24 24642 122
internal_value=0 -0.0106387 0.000130387 8.39759e-05 -0.0203246 0.000162653 0.00750706 0.0192595 0.053859 0.0765555 -0.000762257 0.00444603 0.0131078 0.0270386 0.0403231 0.0706912 -4.31546e-05 0.00032274 0.0264344 0.10965 -0.00487027 0.015221 0.00973695 -0.0290672 0.0203077 0.0293772 0.0602176 -0.0795915 -0.000158877 -0.00737549
internal_weight=0 361 29455 29425 113 29312 799 330 95 74 469 379 258 151 107 49 28513 26504 480 57 2009 423 369 79 290 263 64 44 26024 1382
internal_count=29816 361 29455 29425 113 29312 799 330 95 74 469 379 258 151 107 49 28513 26504 480 57 2009 423 369 79 290 263 64 44 26024 1382

Tree=80
num_cat=0
split_feature=4 3 6 2 3 3 0 0 1 3 7 2 2 8 11 8 9 3 7 4 0 0 0 1 2 0 6 5 7 2
split_gain=3.62769 7.98334 4.15282 4.12845 3.7222 7.80323 23.1386 7.67299 13.3056 18.5664 17.4567 11.8025 31.1032 11.3484 15.0964 23.6538 14.5362 18.8916 19.4415 13.2279 13.2094 19.2141 14.0415 12.2211 31.3992 10.4948 12.1366 8.72194 19.1474 8.64856
threshold=-2.903337359398817 1.4425036246100185 0.92075631081364584 0.228931427602414 1.7158726027668607 1.6910208774798752 0.85483043331533937 -0.35925321587810394 -0.88294695702620796 1.8401312292017891 1.0921062031992892 1.6922864378700899 2.4239639430039279 -0.41976298151185432 -0.38470544223437586 0.2436437642883281 0.9298103893417643 1.8152795039148033 0.14789562909516604 1.2941434854628262 0.19961068613157626 0.43086471454937486 0.026170164818227131 1.0000000180025095e-35 0.228931427602414 -0.47488023008700342 1.3619215257973298 0.19486803317964255 -1.6634471049004991 0.96060893273625181
left_child=1 2 -1 -3 5 -2 -7 25 9 -9 11 13 -13 -10 20 19 17 -17 -19 23 22 -22 -15 24 -16 26 27 -6 -29 -30
right_child=4 3 -4 -5 7 6 -8 8 10 -11 -12 12 -14 14 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0049843590239219832 -4.4782536494819531e-06 -0.022564241683621908 -0.019889877956318722 -0.072253012545406822 0.0060112974513322117 -0.067640909876042446 0.04369498419442347 0.12980829478929873 -0.055383819223453229 0.012767499301469688 -0.054793026753796797 0.10944837551229658 -0.039256138964132832 -0.023493064526701347 0.14098042853176593 -0.01866544774897835 -0.076003805370557884 0.0060689022969454528 0.13834649071097374 -0.0069307237863540649 -0.13069427192211153 -0.0064787967186985601 0.083318663286045203 0.13024674381947879 -0.030342244518839795 -0.040818807018584896 0.042228094415496228 0.034354225150309503 -0.027774964190776581 -0.094948549204222535
leaf_weight=273 28000 102 89 20 415 56 28 23 26 33 39 39 22 32 20 68 21 25 20 20 20 33 20 33 23 61 69 48 115 23
leaf_count=273 28000 102 89 20 415 56 28 23 26 33 39 39 22 32 20 68 21 25 20 20 20 33 20 33 23 61 69 48 115 23
internal_value=0 -0.00858695 -0.00113113 -0.0307099 0.000141691 -9.57778e-05 -0.0305289 0.0054855 0.0148092 0.0608378 0.00921788 0.0151336 0.0558172 0.00825905 0.0131985 0.0275417 0.000397925 0.0145965 0.0648589 0.0654298 -0.0182199 -0.0533526 0.0175884 0.0844721 0.0493427 -0.00110869 0.0025067 -0.00205365 -0.020048 -0.0389706
internal_weight=0 484 362 122 29332 28084 84 1248 517 56 461 422 61 361 335 230 134 113 45 96 105 53 52 76 43 731 670 601 186 138
internal_count=29816 484 362 122 29332 28084 84 1248 517 56 461 422 61 361 335 230 134 113 45 96 105 53 52 76 43 731 670 601 186 138

Tree=81
num_cat=0
split_feature=1 1 9 2 12 0 8 9 3 3 8 9 4 4 3 3 5 3 0 3 0 6 6 0 2 12 2 12 3 3
split_gain=3.58101 6.14992 17.1329 5.31755 23.553 17.2597 16.6491 7.19214 15.0295 6.77634 4.44567 4.10983 12.2252 22.6642 25.1994 48.5588 13.4406 20.0071 20.4193 27.6777 19.3203 15.7434 18.9327 19.0116 15.5015 15.0348 11.5398 24.7512 34.1153 28.0146
threshold=3.4004849132149295 3.2714658809787505 5.3183643141414967 3.1556414481377657 0.42285998122465174 0.77774575717607308 -1.3383261680044123 2.8802788003638677 0.99517256944427679 1.0000000180025095e-35 0.65189406939613292 0.9298103893417643 -0.38484885248183137 -0.80459693696799561 1.0448760200182481 1.4425036246100185 -0.37892075580754087 1.49220707518399 -1.3998963437581977 1.1939863717401622 -0.089456849390672125 0.92075631081364584 1.0000000180025095e-35 0.083983671922676958 0.96060893273625181 -0.6098672640495475 0.96060893273625181 1.3408397548017179 1.2436898223141333 1.3928001740360474
left_child=1 2 3 11 6 10 -5 -8 9 -9 -6 26 13 16 -15 -16 24 18 -18 -20 -21 22 23 -19 -13 -26 -1 29 -29 -28
right_child=-2 -3 -4 4 5 -7 7 8 -10 -11 -12 12 -14 14 15 -17 17 21 19 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-8.5831520257105678e-05 0.031967861226626808 -0.039721783623099333 0.092538557946681976 -0.067474140661458168 -0.064495297968387599 -0.14406478427350522 -0.025842976637861947 0.038750726450234654 0.11392661065096035 -0.030345163833011279 0.0013819953515416101 0.026955439304483349 -0.00046632283515853697 0.019525131006364996 0.20166141351927883 0.0098891175081652974 0.078179491371397056 0.0092187768396209263 0.0043534765109414673 0.001142425932314085 -0.11684161220278061 0.12344507603186437 -0.046647639743362862 0.12281379983402217 -0.020019241381359437 -0.095779235889354067 -0.015569232133272482 -0.019340246729183174 -0.14890446707606317 0.040978346483887373
leaf_weight=24128 35 39 20 24 20 20 22 40 20 22 21 58 3351 481 23 31 31 34 362 23 35 22 24 26 169 31 505 63 30 106
leaf_count=24128 35 39 20 24 20 20 22 40 20 22 21 58 3351 481 23 31 31 34 362 23 35 22 24 26 169 31 505 63 30 106
internal_value=0 -3.75701e-05 1.44669e-05 -4.77928e-05 -0.0167679 -0.0679046 0.0076019 0.0249271 0.0385484 0.0142328 -0.0307533 5.92097e-05 0.00277046 0.0108049 0.0267969 0.0915699 0.000306988 0.00904702 -0.000141148 -0.00592196 -0.0700548 0.0481401 0.0284173 0.0584433 -0.018562 -0.031762 -0.000454062 -0.0130743 -0.0611352 -0.00575901
internal_weight=0 29781 29742 29722 189 61 128 104 82 62 41 29533 4701 1350 535 54 815 557 451 420 58 106 84 60 258 200 24832 704 93 611
internal_count=29816 29781 29742 29722 189 61 128 104 82 62 41 29533 4701 1350 535 54 815 557 451 420 58 106 84 60 258 200 24832 704 93 611

Tree=82
num_cat=0
split_feature=2 9 7 8 2 8 5 13 5 1 3 0 4 1 1 5 6 0 12 2 12 2 13 3 8 2 3 5 9 2
split_gain=3.60798 9.12889 3.35654 7.0003 5.47129 5.15266 6.84421 4.35723 3.76227 3.63389 10.1194 22.1859 18.2364 11.2934 6.3608 6.13633 5.76397 5.15626 6.29385 10.7711 6.06076 4.94565 4.92702 9.81889 5.93427 4.52739 13.8209 15.0774 4.47242 15.9557
threshold=5.1067814618279996 4.5869386600082089 1.5545766884747783 -2.0272485578738331 0.96060893273625181 -1.9762172697353566 0.30962579097707926 1.2991141140390841 0.53914130657195269 -1.6312573439960467 0.69695186600044889 -0.35925321587810394 1.0000000180025095e-35 -1.7086687633377535 -1.6054535375488106 1.6867188845463195 0.92075631081364584 -0.80249010367888463 -1.1836046225352137 -0.25885357582014451 0.65235492461891831 0.228931427602414 1.2991141140390841 -0.76929992593170471 -1.7976077612506935 3.6434264515603241 0.44843461313059224 0.080110275382205817 -0.53304091892481309 0.228931427602414
left_child=1 2 3 -1 7 6 -5 -4 -9 10 15 17 13 -13 16 22 21 18 -12 -20 -21 -11 -7 -24 -25 28 -27 -28 29 -16
right_child=-2 -3 4 5 -6 9 -8 8 -10 14 11 12 -14 -15 25 -17 -18 -19 19 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.050996788011656871 -0.037235370106421986 0.064425280503928664 -0.00028451305506575222 -0.072138402469294233 -0.04782619035857566 0.0029794708603256607 -0.00014152233563964405 -0.011665249439991183 -0.065759686976671214 -0.026981317752954339 -0.036721893392192825 -0.013014944974953931 0.12009060483958041 0.082600131205150071 -0.0014985139951157436 0.055881251490209255 -0.059032107062750694 -0.045793852142312311 0.068414004631340508 0.029548169601531254 -0.044756507031295613 0.026434572076854797 -0.053414899354078331 -0.032876661532957645 0.024833473987991409 0.024291910321423502 0.0017559105157852176 -0.11696277607394301 0.00091720123369998414 -0.062560310388027243
leaf_weight=27 26 22 265 23 34 736 31 36 20 52 24 30 35 21 8902 20 33 22 30 21 23 26 49 28 49 33 20 23 19112 43
leaf_count=27 26 22 265 23 34 736 31 36 20 52 24 30 35 21 8902 20 33 22 30 21 23 26 49 28 49 33 20 23 19112 43
internal_value=0 3.24981e-05 -1.50913e-05 0.000101567 -0.00968065 5.48043e-05 -0.0308069 -0.00564031 -0.0309847 0.00011162 0.00578267 0.0257382 0.0645038 0.026356 -0.000106837 0.00112186 -0.0239981 -0.00204382 0.00777762 0.0222099 -0.00929291 -0.00917602 -0.000148661 -0.0184209 0.00384797 -1.25727e-05 -0.0243867 -0.0617448 5.34514e-05 -0.00179205
internal_weight=0 29790 29768 29413 355 29386 54 321 56 29332 1088 206 86 51 28244 882 111 120 98 74 44 78 862 126 77 28133 76 43 28057 8945
internal_count=29816 29790 29768 29413 355 29386 54 321 56 29332 1088 206 86 51 28244 882 111 120 98 74 44 78 862 126 77 28133 76 43 28057 8945

Tree=83
num_cat=0
split_feature=8 0 7 3 8 5 2 1 8 0 13 7 11 8 1 1 9 3 8 6 0 0 6 3 9 6 5 0 2 0
split_gain=3.58986 11.8345 10.3633 9.70837 6.19533 21.139 6.06173 6.36126 4.46278 11.779 15.2966 5.8065 3.60266 8.63221 8.62946 8.43641 6.95125 6.61047 9.0137 7.68929 5.82085 7.66543 14.2454 11.8541 39.1286 15.8165 14.6616 13.3842 11.0033 9.34495
threshold=2.8207238152813439 0.026170164818227131 -0.43019247749919526 0.44843461313059224 2.6931455949351553 -0.95270954479472414 0.47282392931369333 3.1166430422953373 2.4890204423812534 -0.55196490622626948 1.0000000180025095e-35 -1.4129422587096092 1.2931702155692686 -0.03702832047328778 -0.057225150714664434 1.0000000180025095e-35 1.9050445948528159 1.7407243280538465 0.26915940835756624 1.0000000180025095e-35 -0.68686308946998542 -1.3613540056885649 -1.285069764104773 1.2933932728881048 1.0000000180025095e-35 0.47959109582996201 -0.83795178699728756 -1.6118792031411802 1.2045014344475311 -1.6889638792804462
left_child=4 2 3 -2 8 -6 7 -5 12 11 -11 -10 -1 14 16 -15 20 -17 -19 -20 21 22 -14 -24 25 29 -26 -27 -23 -25
right_child=1 -3 -4 6 5 -7 -8 -9 9 10 -12 -13 13 15 -16 17 -18 18 19 -21 -22 28 23 24 26 27 -28 -29 -30 -31
leaf_value=0.00020498610671050728 0.070231510722973886 0.084661365123022178 -0.05728516057133675 0.064282939161943359 -0.099634627252817159 0.033205293807322567 -0.02533847743888264 -0.0020258873271254397 0.03897591228394405 -0.0012130067284618106 0.11683283303459378 -0.020258503318843199 0.028174249024894567 0.044842322501758847 -0.065534877777099612 -0.0013575209513267813 -0.065382953130063565 -0.021281568887865261 0.016170130244323188 0.1017454634110133 -0.025376775753834558 0.0019354149754066509 -0.0062384190624018626 0.0011167142912745477 -0.038301146021959463 0.085511609332429045 -0.14039778625353791 -0.019563981365751139 0.07174051764110724 -0.066420134987094481
leaf_weight=27290 26 21 23 23 25 23 46 39 23 21 23 59 78 46 27 852 21 21 21 21 155 382 334 40 22 27 39 22 24 42
leaf_count=27290 26 21 23 23 25 23 46 39 23 21 23 59 78 46 27 852 21 21 21 21 155 382 334 40 22 27 39 22 24 42
internal_value=0 0.0141589 0.00472859 0.0153727 -8.50353e-05 -0.0359822 0.002166 0.0225725 -2.68041e-05 0.018753 0.0604928 -0.00364397 -0.000107114 -0.00402488 -0.00963358 0.00305458 -0.00836095 0.000953778 0.0322113 0.0589578 -0.00733309 -0.00456401 -0.0117065 -0.0176204 -0.0374204 -0.00661505 -0.103576 0.0383348 0.00606182 -0.0334753
internal_weight=0 178 157 134 29638 48 108 62 29590 126 44 82 29464 2174 1213 961 1186 915 63 42 1165 1010 604 526 192 131 61 49 406 82
internal_count=29816 178 157 134 29638 48 108 62 29590 126 44 82 29464 2174 1213 961 1186 915 63 42 1165 1010 604 526 192 131 61 49 406 82

Tree=84
num_cat=0
split_feature=7 8 9 12 3 6 9 2 2 3 8 1 11 8 9 3 3 3 8 8 3 3 1 8 5 8 6 5 2 9
split_gain=3.18761 22.5513 25.8808 51.6885 14.4254 6.28223 21.6661 33.7946 13.9498 13.2662 11.7573 10.4205 10.0109 12.6137 8.13817 24.5388 10.3978 39.4684 8.73272 14.801 7.70148 14.3789 17.3966 27.0526 19.8267 18.7772 15.8923 15.452 14.8701 15.7057
threshold=0.89941016766783533 1.417363391473266 3.1240873517416303 -0.83936220744381396 1.0945794705922196 0.92075631081364584 -1.5082751244358645 -1.4783160843765406 -1.4783160843765406 -0.17285851904404914 0.52431584904994399 0.17500910731045718 -0.80417435668528692 0.014002967665188484 0.9298103893417643 0.72180359128743443 1.6413174269059039 1.2436898223141333 -1.8231234053199314 -1.6700295409045045 1.0945794705922196 1.6661691521928896 -1.3474154730764527 -1.0321384391735602 -0.14940524021266754 -1.6189982527660283 0.47959109582996201 -0.49367851360497755 0.96060893273625181 -0.77684947030257601
left_child=-1 2 5 -4 -3 20 7 -7 -8 10 11 -10 13 -11 16 -16 17 18 -14 -20 -2 22 24 -24 -22 -26 27 -25 29 -29
right_child=1 4 3 -5 -6 6 8 -9 9 12 -12 -13 14 -15 15 -17 -18 -19 19 -21 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=0.00052876086297159574 0.0010167737532594766 0.0025635985079510461 0.04348216153681278 -0.17035058616445617 0.096214157117432683 -0.012504121877386101 0.055423389398492874 0.15769231475889683 -0.019073412475061783 -0.0842579388121764 -0.053717175472444027 0.02117601457825849 -0.054406969808042049 0.0041078091678874839 0.00032483123795827855 0.11889423181613286 0.061839343283325438 -0.11914350743006384 0.085487288398587186 0.002494140152053321 -0.042864676751196387 0.015331940465614575 -0.14613226038319144 0.016467530762448029 -0.0057741466443985701 0.13125586867332459 0.035235221567563715 -0.033133660327820551 0.015348242245437134 -0.11646854241891785
leaf_weight=23635 4173 29 20 26 38 28 32 20 684 30 89 71 24 35 64 24 25 28 23 327 32 119 22 34 20 20 32 42 21 49
leaf_count=23635 4173 29 20 26 38 28 32 20 684 30 89 71 24 35 64 24 25 28 23 327 32 119 22 34 20 20 32 42 21 49
internal_value=0 -0.00202188 -0.00265419 -0.0773798 0.0556788 -0.00208772 -0.00769281 0.0584111 -0.00987206 -0.0113394 -0.0193407 -0.0152884 0.000303923 -0.0366764 0.00497134 0.0326619 -0.000735387 -0.00462685 0.00394659 0.00794798 -0.000240641 -0.0136606 -0.0263448 -0.0415187 0.0158051 0.0627409 -0.028589 -0.0425778 -0.0605023 -0.0780063
internal_weight=0 6181 6114 46 67 6068 1504 48 1456 1424 844 755 580 65 515 88 427 402 374 350 4564 391 272 200 72 40 178 146 112 91
internal_count=29816 6181 6114 46 67 6068 1504 48 1456 1424 844 755 580 65 515 88 427 402 374 350 4564 391 272 200 72 40 178 146 112 91

Tree=85
num_cat=0
split_feature=13 3 0 8 5 2 3 0 7 3 8 4 3 0 3 7 4 7 1 9 2 7 0 7 3 3 1 3 0 5
split_gain=3.09183 15.7462 10.3814 24.5939 12.657 15.9879 22.221 16.1661 32.6437 23.3089 19.6882 15.6132 13.5398 15.7955 13.2604 11.5004 11.8181 14.3947 11.4082 11.3907 18.4106 11.3835 11.1484 10.0956 10.7407 21.6095 21.8061 22.8675 20.4061 17.921
threshold=0.41480777131068514 0.6472484154264776 -0.60977841333071914 2.3104109338965881 0.53914130657195269 -0.25885357582014451 1.7655760533408322 0.7006610810368068 -0.21822683841459614 0.94546911887030538 0.60086278125765658 -0.38484885248183137 1.4673553498970044 -0.070185680355855637 1.1194311958792051 -0.85412375566839327 0.87439540097666169 -0.69996692724323062 -0.47008605387043717 -1.5082751244358645 -1.2344235826652614 0.18643483620145665 0.816288095245706 1.3811502564964697 1.4673553498970044 1.5170588004709755 0.45885097823005111 1.6413174269059039 0.35378003841010852 0.30962579097707926
left_child=-1 -2 15 4 19 12 7 8 -7 -10 -11 -9 -6 -14 -13 -3 18 -18 -17 -4 -21 -8 -15 24 29 -26 -27 -28 -29 -22
right_child=1 2 3 -5 5 6 21 11 9 10 -12 14 13 22 -16 16 17 -19 -20 20 23 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0007966498737721992 -0.0009678774565993934 0.0052722472518766817 0.077366458408294189 0.12316765386611224 -0.043652311225235468 -0.01790570647679959 -0.0038930994059358328 0.030110131705349142 -0.0070256747615834074 0.062000183986369951 0.16559181802440437 -0.0024598216504922938 -0.052908733974282564 0.098599542908015703 -0.10758049864144553 -0.085414763645101824 -0.019001266810783124 0.056313569295323565 -0.019451221390627327 0.093087389841675763 -0.00032064458505337112 -0.10930873215198518 0.0022129931620189121 0.07771031934147081 0.11438755966149844 0.03614124109361902 -0.093801916961868612 0.092239531236035496 -0.033135737979875346 0.0560959704118901
leaf_weight=18496 8261 1211 31 20 125 54 21 55 24 43 32 28 26 21 21 39 86 36 80 30 613 20 28 24 26 218 30 21 34 62
leaf_count=18496 8261 1211 31 20 125 54 21 55 24 43 32 28 26 21 21 39 86 36 80 30 613 20 28 24 26 218 30 21 34 62
internal_value=0 0.00130166 0.00743069 0.0129682 0.0115794 -0.00162676 0.013052 0.0239588 0.0446367 0.0787508 0.106199 -0.00646162 -0.0234981 0.0100924 -0.0475115 0.00130206 -0.0186477 0.00322278 -0.0410695 0.0176186 0.0158679 -0.0553154 0.0435215 0.0136145 0.0120823 0.0268973 0.0193899 -0.0235723 0.0147348 0.00486133
internal_weight=0 11320 3059 1607 1587 498 298 257 153 99 75 104 200 75 49 1452 241 122 119 1089 1058 41 49 1028 1004 329 303 85 55 675
internal_count=29816 11320 3059 1607 1587 498 298 257 153 99 75 104 200 75 49 1452 241 122 119 1089 1058 41 49 1028 1004 329 303 85 55 675

Tree=86
num_cat=0
split_feature=4 3 6 3 7 8 9 12 3 13 7 2 3 4 4 7 1 0 5 7 0 1 3 1 3 3 0 5 2 1
split_gain=3.09473 6.51444 3.42357 3.0935 3.2354 17.7189 20.8565 41.7613 11.375 6.66976 18.6766 17.9614 13.4335 11.4308 13.6255 16.7922 30.2706 16.0796 11.4275 10.0517 13.7268 12.0606 9.85025 11.1981 9.62601 23.4815 18.8477 16.4724 30.025 12.7879
threshold=-2.903337359398817 1.4425036246100185 0.92075631081364584 -1.6639620362631884 0.89941016766783533 1.417363391473266 3.1240873517416303 -0.83936220744381396 1.0945794705922196 1.2991141140390841 0.86087096056154477 0.47282392931369333 -0.048599892609120877 -0.38484885248183137 0.45464731649049733 -0.1604180277551602 0.30402813954663604 -0.53269373719145274 -0.72319402919985099 -0.71923653079637584 -1.4191675127930143 0.56206620401899388 1.0697277453052338 0.02018626862704398 1.5419105257579613 1.1442829211661907 0.29596653130565903 0.080110275382205817 -0.50274607753142375 0.69108523625517271
left_child=1 2 -1 -2 9 6 -6 -8 -7 -5 11 24 -13 18 22 17 -17 19 -14 20 21 -16 23 -15 25 -11 27 29 -29 -27
right_child=3 -3 -4 4 5 8 7 -9 -10 10 -12 12 13 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0043565671222971841 -0.0075893771773039853 -0.027915497677263302 -0.018228308403644752 0.00016415125928156992 -0.0018295148959565615 0.0021995794284960317 0.039214654415845873 -0.15299010586996492 0.085361062578464819 0.0072798115445131973 0.065900098896119738 -0.026825040252204391 -0.020887292706375495 0.029756261746991766 0.057359811887145042 0.12530712016991205 -0.014190914311579296 -0.092080378837206156 0.054086294759284052 0.058741584079810616 -0.039332169152330614 -0.025740671806758448 -0.1026435689212204 -0.071140046739442783 -0.013312529377742775 0.090167332866906452 0.12020288950630598 -0.072087215500719407 0.052424234665102432 0.0039106792211532591
leaf_weight=273 510 122 89 19843 5989 29 20 26 38 1761 50 276 29 22 40 28 35 22 68 24 80 31 22 22 180 55 28 34 45 25
leaf_count=273 510 122 89 19843 5989 29 20 26 38 1761 50 276 29 22 40 28 35 22 68 24 80 31 22 22 180 55 28 34 45 25
internal_value=0 -0.00793113 -0.00119607 0.00013087 0.000267478 -0.00177694 -0.00234472 -0.0694228 0.0493658 0.000816556 0.00531627 0.00424475 -0.00966291 0.00153508 -0.00743189 0.00286848 0.0478082 -0.0115031 0.0316715 -0.00137339 -0.0109281 0.0210765 -0.0480091 -0.0206919 0.0088131 0.0108576 0.0445496 0.031227 -0.00116297 0.0632121
internal_weight=0 484 362 29332 28822 6102 6035 46 67 22720 2877 2827 699 423 326 260 63 197 97 175 151 71 66 44 2128 1948 187 159 79 80
internal_count=29816 484 362 29332 28822 6102 6035 46 67 22720 2877 2827 699 423 326 260 63 197 97 175 151 71 66 44 2128 1948 187 159 79 80

Tree=87
num_cat=0
split_feature=6 3 3 1 9 5 2 8 4 9 8 3 1 3 8 3 8 8 0 8 8 0 9 2 3 2 1 3 2 5
split_gain=3.02956 13.1934 21.5814 9.63045 9.13001 12.5504 9.07319 10.2589 8.962 24.6432 13.691 14.1689 10.4519 36.191 10.2287 10.4306 15.2461 8.95021 8.312 7.83284 16.83 11.1815 10.6167 14.9534 11.3623 9.8689 8.22044 17.1349 7.62405 7.49734
threshold=-1.285069764104773 0.69695186600044889 0.22476908554772135 0.20081291375769331 0.9298103893417643 1.2276878533565729 0.71671643102497262 0.29467505242680442 -0.80459693696799561 0.9298103893417643 -1.3638418120736506 1.4425036246100185 -1.0119659892623869 1.1194311958792051 1.2387538829886011 1.4673553498970044 -0.13909089675023847 -0.36873169337337802 -1.0722864701663164 0.26915940835756624 0.98359744229622315 0.71993225007162331 1.9050445948528159 0.71671643102497262 1.1442829211661907 0.47282392931369333 1.4393956232250116 1.2436898223141333 1.2045014344475311 0.99817233776169945
left_child=1 2 3 -1 6 17 7 -4 9 14 11 -10 13 -12 15 16 -3 -6 -16 22 21 29 23 25 -25 -14 27 -22 -11 -21
right_child=-2 8 4 -5 5 -7 -8 -9 10 28 12 -13 19 -15 18 -17 -18 -19 -20 20 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.004332496725373748 -0.00038727504277765086 0.053608804599692431 0.03476382584626516 0.0087712760665881132 0.077525351324985781 0.12121235950849951 -0.034166822198312734 0.0049542054680555515 -0.0058695548271038098 -0.1188950932942904 -0.036794299319652578 -0.090635081267718118 -0.013074157717430488 0.12259522419551323 -0.0065135045065766286 -0.053228669999926183 -0.026669403789160048 0.0084240063655910621 0.082459445151367369 0.064796790388603531 0.0093273786300172423 -0.024846757031977178 0.048098940485053594 -0.010014851546535891 -0.099882105276372077 0.054960684229930251 0.0083029581443734568 -0.10048106585939726 -0.04861952854614509 0.0078212493972387165
leaf_weight=1243 25981 36 248 1022 29 20 32 216 49 26 28 33 191 29 21 54 69 53 21 83 30 25 27 24 34 24 71 27 38 32
leaf_count=1243 25981 36 248 1022 29 20 32 216 49 26 28 33 191 29 21 54 69 53 21 83 30 25 27 24 34 24 71 27 38 32
internal_value=0 0.00262367 0.00604125 0.00158011 0.0229384 0.0501858 0.0173351 0.0208869 -0.00744271 -0.0231267 -0.00156399 -0.0399825 0.00347652 0.0442986 -0.00591918 -0.0175133 0.000854553 0.0328623 0.037973 -0.000620065 0.0118044 0.035766 -0.0117193 -0.0176354 -0.0626957 -0.00547957 -0.0144036 -0.0426871 -0.077169 0.0489427
internal_weight=0 3835 2863 2265 598 102 496 464 972 265 707 82 625 57 201 159 105 82 42 568 268 140 300 273 58 215 128 57 64 115
internal_count=29816 3835 2863 2265 598 102 496 464 972 265 707 82 625 57 201 159 105 82 42 568 268 140 300 273 58 215 128 57 64 115

Tree=88
num_cat=0
split_feature=11 8 1 2 2 3 9 0 9 9 1 9 3 9 3 0 2 1 8 1 1 9 9 11 7 7 1 3 5 3
split_gain=2.97483 7.64304 8.66506 7.6293 8.50488 10.82 9.78215 6.12922 32.0551 21.3957 7.1771 6.93483 9.72382 6.07561 18.9645 5.76134 8.90338 9.79475 6.04516 5.75211 8.10535 17.4804 7.80072 6.87645 8.95446 15.704 8.6038 14.5455 10.0158 22.3463
threshold=1.2931702155692686 -0.062543964542524103 -0.057225150714664434 1.4483939361588105 2.4239639430039279 0.6472484154264776 1.6612360434750533 -1.3613540056885649 5.0745557627637341 2.6364702489861047 -0.31526321518702211 1.4174274920972902 0.17506563497375002 -0.77684947030257601 1.1442829211661907 -2.0358449219071439 0.47282392931369333 0.48465478467728723 1.4428790355425043 -0.083028957161900577 -0.62490889255385029 3.1240873517416303 2.8802788003638677 1.0000000180025095e-35 0.24424364686089287 0.30205245752032883 -0.21204798939807942 0.99517256944427679 -0.83795178699728756 1.4176518993230329
left_child=7 2 -2 13 5 -5 -7 9 19 10 11 -1 -13 14 -3 16 17 -12 -19 20 -9 22 23 24 -22 -26 28 -28 29 -25
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 15 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0012473829590421901 -0.0077966476351667398 0.001641108632363655 -0.072601843447912304 -0.0072422974135564729 -0.012963900952176614 0.032609637205799423 0.12492607632143932 -0.00055591278611403768 -0.12673462366452443 0.095262777862640535 -0.023664940189743459 0.0065221446007490171 -0.090906301477835294 -0.0038382817971443447 0.090771650137572463 0.010783244545899483 -0.046434556404975333 0.03432653874957136 -0.010153434987422889 -0.0014688673188090497 -0.0053098605261286619 0.098183803930878652 -0.057827700898051261 0.010937761603051023 0.071626987797208136 0.010424566395554669 -0.0018505706286391088 -0.042278903218790548 -0.00016094294192033122 0.096178593057574646
leaf_weight=828 1179 135 21 23 33 24 22 6978 20 26 86 20 21 753 29 1319 44 91 46 13666 364 20 20 452 43 1677 466 110 1267 33
leaf_count=828 1179 135 21 23 33 24 22 6978 20 26 86 20 21 753 29 1319 44 91 46 13666 364 20 20 452 43 1677 466 110 1267 33
internal_value=0 -0.00352256 -0.00893074 0.00284625 0.0287904 0.0487599 0.076761 0.00028324 -0.000185153 0.00502493 0.00406926 -0.00323524 -0.0433802 -3.95842e-05 0.017402 0.00807153 -0.00532453 0.00278687 0.0193917 -8.43006e-05 0.00157112 0.00490501 0.00448407 0.00476654 0.00893914 0.0119546 0.00103127 -0.00957126 0.00451704 0.0167377
internal_weight=0 2219 1200 1019 102 69 46 27597 25116 2481 2455 869 41 917 164 1586 267 223 137 25096 11430 4452 4432 4412 2084 1720 2328 576 1752 485
internal_count=29816 2219 1200 1019 102 69 46 27597 25116 2481 2455 869 41 917 164 1586 267 223 137 25096 11430 4452 4432 4412 2084 1720 2328 576 1752 485

Tree=89
num_cat=0
split_feature=8 8 3 1 3 4 9 8 1 3 7 13 7 3 0 8 13 0 7 8 9 2 1 13 2 3 7 3 8 8
split_gain=2.87363 3.10205 9.76375 10.5271 3.17267 2.86648 13.2883 5.08249 6.29313 11.8897 27.0237 23.29 9.75951 14.3055 13.8122 8.25964 7.41573 12.1921 6.87029 12.291 13.8483 36.419 8.71355 6.95943 7.56249 8.24363 6.34034 35.8927 27.2987 28.8363
threshold=-2.052764201943071 -1.9762172697353566 -1.0923723546625181 -2.0441182471518173 0.34902771198264965 -0.80459693696799561 3.6117044544971564 2.6931455949351553 1.0007309136220028 0.12536218439977873 0.47547888949863726 1.2991141140390841 0.93794937477412632 1.2436898223141333 1.0668132926983216 1.0346287304346997 1.2991141140390841 -0.39779555394773708 0.6103661143706548 -0.26666911709642732 0.44219328658623847 0.47282392931369333 -0.41847844097596482 1.2991141140390841 0.228931427602414 0.34902771198264965 0.26351325041403822 1.0945794705922196 0.4732845609114677 -0.13909089675023847
left_child=-1 2 -2 4 -4 6 7 8 15 16 -11 12 13 -12 -14 18 -10 -18 26 22 23 -22 -20 24 -21 -26 -3 -28 29 -29
right_child=1 5 3 -5 -6 -7 -8 -9 9 10 11 -13 14 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.036978791476715178 0.042296040767715093 -0.0030076100579592268 0.0200543446365096 -0.084801389690902507 -0.03140917177498341 0.00053719791103277526 0.075702273507009865 -0.050133367407728328 -0.0026182882072142335 0.0040416265534569951 0.024669225215911868 0.15346561431884767 -0.061826090142130856 0.1250627125190063 0.055699408128857611 -0.044589766720547437 0.0068485795687406497 -0.068783763907057177 -0.0013970781836132801 -0.004033795955425982 -0.14176267453158894 -0.017462733701633461 0.035352923320727307 -0.032474408795814806 -0.010193159604003948 -0.083268482080445849 0.00019766337798334996 0.12106628167358312 0.17471931651234629 -0.03316584433670397
leaf_weight=21 21 2461 23 27 25 23487 22 22 484 749 40 20 20 22 20 49 39 47 398 732 30 110 77 123 38 26 614 22 20 27
leaf_count=21 21 2461 23 27 25 23487 22 22 484 749 40 20 20 22 20 49 39 47 398 732 30 110 77 123 38 26 614 22 20 27
internal_value=0 -2.60632e-05 -0.0179729 -0.0348482 -0.00674957 3.19487e-05 -0.00187835 -0.00215408 -0.00198295 0.0038023 0.0111505 0.0547945 0.0354472 0.0602927 -0.00306334 -0.00374655 -0.0074263 -0.0344854 -0.00331874 -0.00880512 -0.0148 -0.0440984 0.00456029 -0.0103367 -0.0069159 -0.03988 -0.000641856 0.00788248 0.0762662 0.0360812
internal_weight=0 29795 96 75 48 29699 6212 6190 6168 1441 871 122 102 62 40 4727 570 86 4678 1534 1059 140 475 919 796 64 3144 683 69 49
internal_count=29816 29795 96 75 48 29699 6212 6190 6168 1441 871 122 102 62 40 4727 570 86 4678 1534 1059 140 475 919 796 64 3144 683 69 49

Tree=90
num_cat=0
split_feature=2 9 3 2 3 9 3 3 3 2 6 3 3 3 2 9 5 7 2 3 3 0 4 4 3 0 8 8 5 2
split_gain=3.0187 9.00439 17.5536 4.71476 7.42781 2.70031 13.0689 16.1048 22.0273 6.03612 18.4652 10.9846 37.8659 17.2313 23.0116 8.51673 14.668 20.5731 38.9378 14.0544 20.9869 12.7297 9.76289 8.98914 10.5421 6.54467 6.42083 6.2922 5.70937 5.39791
threshold=5.1067814618279996 4.0993215572526829 1.0945794705922196 3.6434264515603241 0.44843461313059224 2.8802788003638677 1.268541547601119 0.99517256944427679 0.49813806370456359 2.4239639430039279 1.3619215257973298 1.566762251044947 1.1939863717401622 0.52298978899154924 2.6678564447152069 2.1488531462305791 -0.37892075580754087 -1.4707510693690453 1.2045014344475311 0.17506563497375002 1.566762251044947 0.083983671922676958 -0.38484885248183137 1.2941434854628262 0.69695186600044889 -0.47488023008700342 -0.21563782895795106 0.21812812021908998 -0.14940524021266754 1.4483939361588105
left_child=1 3 -3 5 -5 9 7 8 -7 15 11 12 13 28 27 29 23 -18 -19 22 21 25 26 24 -17 -21 -20 -15 -11 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023143722813368675 -0.034059144814427088 0.11455662075430156 -0.01113454955816269 0.012760550967816794 -0.054747663056239106 0.027956982652956087 -0.045547769150950691 0.095600397426348474 -0.079485027499891739 0.027948404809261571 -0.078081836150242737 -0.061203520144185709 0.092704761924687781 -0.048092942540755586 -0.13012504271016673 -0.0052647767902817581 -0.058007649541832511 0.16257743009406589 0.0697341516081776 0.077624779399484409 -0.034781923630963205 0.1146830663467065 -0.035656829035662592 0.046382213062183431 -0.076558635862810281 -0.00059188056899153675 -0.0094362687552347786 0.030280431490391491 -0.011020185289817165 -0.0058262899555370715
leaf_weight=27224 26 20 25 28 39 112 33 26 23 61 39 31 39 21 26 80 24 23 21 20 23 39 47 22 28 23 20 20 98 1555
leaf_count=27224 26 20 25 28 39 112 33 26 23 61 39 31 39 21 26 80 24 23 21 20 23 39 47 22 28 23 20 20 98 1555
internal_value=0 2.9726e-05 0.0447282 -3.78965e-05 -0.0265353 2.19231e-05 0.0117812 0.0235319 0.00965205 -5.54514e-05 -0.0134022 -0.00488021 0.00170855 -0.0139943 -0.0565313 9.79384e-05 0.0151731 0.0298269 0.0395863 0.0249293 0.0496337 0.0733112 -0.00454749 -0.0118801 -0.0237484 0.035788 0.0311144 -0.00986203 0.00393003 -9.58766e-05
internal_weight=0 29790 45 29745 67 29678 194 161 135 29484 335 296 265 226 67 29149 370 240 216 193 105 82 88 130 108 43 41 41 159 28779
internal_count=29816 29790 45 29745 67 29678 194 161 135 29484 335 296 265 226 67 29149 370 240 216 193 105 82 88 130 108 43 41 41 159 28779

Tree=91
num_cat=0
split_feature=8 0 7 3 1 8 5 2 8 0 7 7 5 13 4 10 3 3 3 5 2 3 4 1 8 8 3 9 1 1
split_gain=2.72752 8.16973 8.39003 14.654 5.989 5.04652 15.9254 4.19146 3.18103 8.94901 12.9781 4.55382 3.28957 5.69707 14.0037 9.2914 8.47112 18.381 18.0235 38.5424 40.3021 29.4206 15.5779 9.57076 12.7251 13.99 7.65159 6.96054 6.46712 7.00803
threshold=2.8207238152813439 0.026170164818227131 -0.64215811658379429 0.44843461313059224 3.21985826808428 2.6931455949351553 -0.95270954479472414 0.47282392931369333 2.4890204423812534 -0.55196490622626948 -0.14114842420201457 -1.4129422587096092 1.4572033689514463 -0.91165174278191285 -1.6440931059403241 1.3679409903203874 1.2188380970271477 1.0697277453052338 1.49220707518399 1.6867188845463195 0.96060893273625181 1.2933932728881048 1.0000000180025095e-35 -0.65071269900108641 0.29467505242680442 1.264269527057839 1.7904277786278178 1.6612360434750533 -0.23785179584531371 -0.10883276360913487
left_child=5 2 3 -2 7 8 -7 -5 12 11 -11 -10 -1 14 -14 27 17 -15 19 20 21 -18 -23 -20 26 -26 -25 28 -16 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12 -13 13 16 15 -17 18 -19 23 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00021306132717680934 0.09482352775521577 0.070919587711493176 -0.040304720791226087 0.046789578390731057 -0.023106583134800782 -0.08772080171853304 0.027579973668426922 -0.011226547099649906 0.034055336354219395 0.11170879390090704 0.0026374395859117311 -0.018401824348306253 -0.048012165994279918 -0.0059630034701801896 -0.011229599578099408 0.054682303201623789 -0.13910482024463516 0.051021092740219022 -0.046622610259158863 0.070616749847646473 -0.20269503325223923 0.044764748328076358 -0.055695634628787183 0.096486107988849934 -0.076363332975994458 0.03403722730775674 0.017304661411505478 0.063592705503106126 0.064047804109752179 0.0080952344412363788
leaf_weight=27233 20 21 33 33 51 25 23 20 23 20 24 59 45 1395 178 43 24 59 29 22 20 29 33 23 22 24 26 20 25 214
leaf_count=27233 20 21 33 33 51 25 23 20 23 20 24 59 45 1395 178 43 24 59 29 22 20 29 33 23 22 24 26 20 25 214
internal_value=0 0.0123417 0.0045064 0.0164319 0.00135663 -7.41216e-05 -0.0324725 0.0248967 -2.15659e-05 0.0158336 0.0522153 -0.00368823 -8.93692e-05 -0.00378103 0.00532829 0.010329 -0.00658431 -0.00365072 -0.0235106 -0.049833 -0.074832 -0.0450964 -0.0087061 0.00366086 0.0190105 -0.018763 0.0544715 0.00596467 0.00320074 0.013948
internal_weight=0 178 157 124 104 29638 48 53 29590 126 44 82 29464 2231 525 480 1706 1454 252 128 106 86 62 124 95 46 49 437 417 239
internal_count=29816 178 157 124 104 29638 48 53 29590 126 44 82 29464 2231 525 480 1706 1454 252 128 106 86 62 124 95 46 49 437 417 239

Tree=92
num_cat=0
split_feature=1 1 9 5 2 12 0 4 8 0 6 0 9 2 3 12 3 2 8 1 6 1 6 6 3 9 3 7 4 3
split_gain=2.53737 6.00653 13.0707 4.853 3.48796 16.3486 13.0122 11.5568 13.2007 19.3657 5.60107 3.21549 2.91643 12.2956 14.167 13.8432 11.876 27.3371 17.259 13.7057 13.9011 34.4916 14.1565 12.6091 21.1225 14.5423 10.9952 18.7519 20.2593 49.3058
threshold=3.3746811067676949 3.2714658809787505 5.3183643141414967 0.30962579097707926 3.1556414481377657 0.42285998122465174 0.77774575717607308 0.45464731649049733 -1.1852323035889871 0.66211874296717377 0.47959109582996201 -0.33998204684328731 1.0000000180025095e-35 -0.25885357582014451 1.8401312292017891 0.76710239631605159 1.4176518993230329 0.96060893273625181 -1.2362635917274616 -0.96035837636791632 -0.84390454912108936 0.38143955888834452 -1.285069764104773 1.3619215257973298 1.1939863717401622 -0.28923236754705023 1.1442829211661907 -1.3744030516033183 0.87439540097666169 1.2188380970271477
left_child=1 2 4 -2 12 7 11 8 -6 -10 -9 -7 13 14 -1 -16 17 23 -18 -20 21 22 -21 -15 25 -25 -14 -28 -29 -30
right_child=3 -3 -4 -5 5 6 -8 10 9 -11 -12 -13 26 16 15 -17 18 -19 19 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00020004981922560656 -0.0096624932065606118 -0.042041051617878328 0.080828674584627155 0.060000958964228635 -0.078824390657246113 -0.052624235525727273 -0.12231408953666688 0.072951875036132749 -0.048209102411887479 0.070487182587385178 0.004162795767188073 0.0034019005440530329 0.0024593452786251064 -0.0055250877140499022 0.016804475518542208 0.096573710841713123 -0.044057526011709813 -0.11489651948213578 0.089467687757375347 -0.055347649830703942 0.0011912360140008899 0.14032502036403727 0.048479598991829777 -0.071361696342937653 0.064093835121425607 -0.020120142032909724 -0.022948580596278956 -0.0071955153390969783 0.12126081917298639 0.0071028238563437254
leaf_weight=12712 20 34 20 20 24 20 20 29 28 27 20 21 11023 2579 112 27 54 24 24 24 287 27 29 80 23 180 470 1327 41 490
leaf_count=12712 20 34 20 20 24 20 20 29 28 27 20 21 11023 2579 112 27 54 24 24 24 287 27 29 80 23 180 470 1327 41 490
internal_value=0 -3.38114e-05 1.42098e-05 0.0251692 -4.01705e-05 -0.0135818 -0.0561857 0.00672167 -0.0169429 0.01006 0.0448747 -0.0239279 4.64906e-05 -0.000856146 0.000547243 0.0322992 -0.00627042 -0.00861508 0.0089356 0.0162543 0.0114666 0.0483293 0.00146349 -0.00772383 -0.0277611 -0.0358868 0.00114053 -0.00510404 -0.000590082 0.0159173
internal_weight=0 29776 29742 40 29722 189 61 128 79 55 49 41 29533 16182 12851 139 3331 2886 445 391 367 80 53 2862 283 260 13351 2328 1858 531
internal_count=29816 29776 29742 40 29722 189 61 128 79 55 49 41 29533 16182 12851 139 3331 2886 445 391 367 80 53 2862 283 260 13351 2328 1858 531

Tree=93
num_cat=0
split_feature=2 9 3 2 4 1 9 2 3 13 1 13 3 13 6 6 0 1 1 9 2 7 3 12 6 13 4 3 9 2
split_gain=2.80617 6.40431 14.2629 3.20011 6.42486 4.73989 2.61045 16.2335 21.8001 47.7635 30.0636 26.493 41.1255 23.0789 19.6311 10.8269 13.6643 35.884 11.9061 9.01383 8.19309 11.4678 49.8225 44.8521 47.4986 61.5369 38.5794 25.6811 27.4225 28.3726
threshold=5.1067814618279996 4.0993215572526829 1.0945794705922196 3.6434264515603241 0.45464731649049733 -0.23785179584531371 -0.53304091892481309 -0.50274607753142375 1.1442829211661907 1.2991141140390841 0.69108523625517271 -0.46949857141771356 1.3679484487490616 -0.91165174278191285 1.3619215257973298 -0.40273933413740559 -0.45560906105218674 -0.28945940873978598 -0.59910508610661595 -0.77684947030257601 -0.25885357582014451 0.14789562909516604 0.87091394300934855 0.76710239631605159 1.0000000180025095e-35 1.2991141140390841 -0.80459693696799561 1.0448760200182481 0.19838473520847552 -0.74663857924270294
left_child=1 3 -3 6 5 -5 7 -1 14 10 11 12 -10 -14 -9 -13 18 -18 -17 -12 21 27 -23 24 26 -26 -24 -8 29 -29
right_child=-2 2 -4 4 -6 -7 20 8 9 -11 19 15 13 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=5.8588631267241864e-05 -0.032838312177381555 0.10066899990662932 -0.012629834830760956 -0.013336611432688578 0.017028123885393143 -0.081358917430043226 0.0066138093891814137 -0.018009333981116829 0.13948586601763965 0.14218280214071274 0.10267736339182765 -0.113095947727561 -0.085898390598595151 0.043678509775135259 -0.081266055213955218 -0.060423180871155294 0.009156565647572279 -0.17591884583234788 0.037097500264644624 0.023644816704965647 -0.00035015095533301482 0.0040150242085681817 0.025977267582829186 -0.023702851420298952 -0.018844092020912001 0.14833113863583533 0.17075973205741435 -0.062619564052323232 -0.089562135691545461 -0.0015833412949195257
leaf_weight=8618 26 20 25 21 26 20 1470 660 22 25 27 23 28 27 53 21 22 20 31 31 15994 1742 26 61 76 31 63 91 49 467
leaf_count=8618 26 20 25 21 26 20 1470 660 22 25 27 23 28 27 53 21 22 20 31 31 15994 1742 26 61 76 31 63 91 49 467
internal_value=0 2.86605e-05 0.0377252 -2.8369e-05 -0.0218584 -0.0465182 2.09138e-05 -0.00133458 -0.0134622 0.0103455 -0.00273362 -0.0216193 0.0239332 -0.0222879 -0.0227114 -0.0515983 -0.036551 -0.0789746 -0.00228585 0.0604358 0.000669822 0.00467214 0.0100789 0.051181 0.0744867 0.0295899 0.128464 -0.000531558 -0.0178358 -0.0115373
internal_weight=0 29790 45 29745 67 41 29678 9608 990 277 252 194 77 55 713 117 94 42 52 58 20070 4076 1999 257 196 107 89 2077 607 558
internal_count=29816 29790 45 29745 67 41 29678 9608 990 277 252 194 77 55 713 117 94 42 52 58 20070 4076 1999 257 196 107 89 2077 607 558

Tree=94
num_cat=0
split_feature=9 2 13 2 6 3 13 3 9 3 6 2 13 3 1 3 6 3 6 9 6 3 2 3 5 4 2 6 3 4
split_gain=2.55966 24.3002 41.1168 21.0514 72.7582 21.2106 12.2476 17.1255 13.0835 10.0434 4.57555 6.61056 21.8974 11.5854 26.3802 9.28098 8.77833 4.44752 10.6729 4.30884 17.0396 16.5401 16.2808 12.8917 9.93993 8.0028 11.1242 14.8724 8.91759 8.03781
threshold=-1.5082751244358645 -1.4783160843765406 1.2991141140390841 -1.2344235826652614 0.47959109582996201 1.3679484487490616 0.85696094267488454 0.22476908554772135 -0.53304091892481309 0.72180359128743443 -0.84390454912108936 -1.4783160843765406 1.2991141140390841 1.2436898223141333 0.02018626862704398 -1.4899999592542887 1.3619215257973298 0.025955283251836079 1.0000000180025095e-35 -1.0206580216803387 1.3619215257973298 -0.048599892609120877 -0.99053108095398223 1.4673553498970044 1.1129300955591364 1.2941434854628262 -0.74663857924270294 -1.285069764104773 1.2436898223141333 0.45464731649049733
left_child=3 2 6 10 5 9 8 -8 17 -5 -1 12 13 16 -15 -13 -12 18 -2 20 23 -22 24 25 -23 26 28 -28 -3 -29
right_child=1 19 -4 4 -6 -7 7 -9 -10 -11 11 15 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.018877959519956414 -0.016070586757527459 -0.0016682475866691632 0.1655028735101223 -0.011190358148171353 0.20509691543522335 -0.091498652739184241 -0.062234575931842506 0.049775028406154546 -0.042111791431903842 0.083067608475685117 -0.0014363716391207124 0.071457303851842888 -0.051977770831150821 -0.014296455581982932 0.1339718122035265 0.0031972754214491163 -0.045654807619902558 0.058586305017316979 0.039543217349784908 0.00024071573288523201 -0.078949681986813194 -0.010407631668415898 -0.073208985024610082 0.02464459746742266 0.065079735787141893 0.022028343658276169 -0.10035669665251459 -0.045166938676266005 -0.028397956887880962 0.029688125046399921
leaf_weight=292 45 1654 20 26 21 21 39 21 25 20 536 25 98 30 20 98 49 56 148 25850 54 103 37 173 21 113 28 32 135 26
leaf_count=292 45 1654 20 26 21 21 39 21 25 20 536 25 98 30 20 98 49 56 148 25850 54 103 37 173 21 113 28 32 135 26
internal_value=0 0.000192683 0.0262301 -0.00445541 0.0426814 -0.00822491 0.0178904 -0.0230312 0.0268513 0.0297914 -0.00806869 -0.00438142 -0.00798125 -0.00119124 0.0450109 0.0170713 -0.00514014 0.0337753 0.0265763 -0.000133868 -0.0042092 -0.0310573 -0.0149941 -0.00153805 0.00237652 -0.00381652 -0.0053741 -0.0405051 -0.0036853 -0.0116112
internal_weight=0 28580 354 1236 88 67 334 60 274 46 1148 856 733 635 50 123 585 249 193 28226 2376 215 161 2161 124 1988 1875 86 1789 58
internal_count=29816 28580 354 1236 88 67 334 60 274 46 1148 856 733 635 50 123 585 249 193 28226 2376 215 161 2161 124 1988 1875 86 1789 58

Tree=95
num_cat=0
split_feature=11 7 12 0 7 9 2 0 9 6 3 9 1 13 13 3 3 13 12 1 7 1 7 8 7 9 9 0 5 2
split_gain=2.56081 6.20232 13.5515 18.2087 9.38038 19.4228 15.1729 10.5026 8.68497 9.70493 8.16934 19.4471 13.4781 12.8967 7.07067 8.17653 6.44436 8.01468 12.2886 8.91341 7.61457 6.74086 5.68723 6.12073 5.46162 28.7907 13.2587 7.24498 13.1288 7.41355
threshold=1.2931702155692686 -1.8561431404319528 1.0000000180025095e-35 -1.8816755696286116 -1.3936726551564638 1.6612360434750533 0.47282392931369333 -1.3806251747233813 0.9298103893417643 -1.285069764104773 1.4425036246100185 1.0000000180025095e-35 -0.28945940873978598 -0.46949857141771356 0.85696094267488454 0.72180359128743443 0.6472484154264776 0.85696094267488454 -0.95410967914094724 -0.67651650544832254 -0.95047177343412026 -0.52169366676490758 -2.0295695724102609 -0.31770040523490178 -1.297324637390737 5.0745557627637341 2.6364702489861047 -1.1686423153403991 -1.411740575984471 -0.99053108095398223
left_child=24 2 3 22 5 7 -6 10 9 -4 14 13 -13 -12 -3 -16 21 18 -18 -20 -21 -8 23 -2 26 27 -1 28 -26 -30
right_child=1 4 8 -5 6 -7 16 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0037268494583984745 -0.036250177145965644 -0.010094473162746559 0.053004462870636163 0.1102100252457287 -0.0072774582832042843 -0.10772961168126627 0.054550536559975674 -0.075691448569297798 -0.060164753270560305 -0.010378980389478702 0.047991870017722253 -0.11544086526093239 -0.019795385074730106 -0.026412069422469753 0.00044248964763993838 0.056666745892480802 -0.0053313396925873616 -0.015003209036809427 0.011238411068916321 0.13096222262019697 0.058414748435219134 -0.0042147106931422111 0.037862216880811116 0.016374245052552455 -0.05914465120317889 -0.12014893424697221 0.074134119241325944 0.0001661064715563838 0.045906151193552291 -0.008650093351778498
leaf_weight=2848 31 325 28 23 829 22 23 25 29 176 34 34 26 74 81 38 34 27 22 23 39 129 70 77 51 20 27 24032 26 593
leaf_count=2848 31 325 28 23 829 22 23 25 29 176 34 34 26 74 81 38 34 27 22 23 39 129 70 77 51 20 27 24032 26 593
internal_value=0 -0.00326825 0.00745367 0.0264788 -0.00587515 -0.015351 -0.000329351 -0.0121605 -0.0089586 -0.00167929 -0.0095653 -0.0283479 -0.0739945 -0.00298861 -0.00245839 0.0183965 0.0190645 0.0341462 0.0453923 0.0659232 0.0853275 0.0046774 0.0156596 0.00126909 0.000262792 -0.00021695 0.00438807 -0.000119847 -0.0103766 -0.00635855
internal_weight=0 2219 434 201 1785 659 1126 637 233 204 612 168 60 108 444 119 297 145 118 84 62 152 178 108 27597 24722 2875 24702 670 619
internal_count=29816 2219 434 201 1785 659 1126 637 233 204 612 168 60 108 444 119 297 145 118 84 62 152 178 108 27597 24722 2875 24702 670 619

Tree=96
num_cat=0
split_feature=8 8 3 1 5 5 1 3 0 4 2 8 7 12 2 4 13 9 2 13 0 2 1 3 3 13 4 1 2 8
split_gain=2.52133 2.51925 7.76194 14.9448 4.87729 5.63525 3.68639 8.94148 13.0366 12.0286 12.8919 7.83058 7.4375 7.48704 5.54008 4.88273 5.47343 3.46684 24.0193 33.1187 15.8057 10.3217 5.88793 11.4503 18.869 18.5159 6.96227 5.74976 6.14876 5.686
threshold=-2.052764201943071 -1.9507016256661205 -1.0675206293755324 -1.9925106342573473 0.76865682216682607 0.30962579097707926 -1.6312573439960467 0.87091394300934855 -0.62904958236553565 0.45464731649049733 -0.25885357582014451 -1.6955451849737428 -0.98901098054041114 -1.1836046225352137 1.0000000180025095e-35 -0.38484885248183137 1.2991141140390841 -1.2644665730581017 -1.2344235826652614 1.2991141140390841 -0.43633789201737011 -0.50274607753142375 -0.85714315057897361 1.0945794705922196 1.5419105257579613 0.41480777131068514 -0.38484885248183137 -0.5474974732121437 -1.4783160843765406 -1.1852323035889871
left_child=-1 2 -2 4 5 -4 7 15 12 10 -10 -8 13 -9 -15 16 -3 21 19 22 -21 -13 29 25 26 27 -25 -24 -29 -19
right_child=1 6 3 -5 -6 -7 11 8 9 -11 -12 17 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.034637981427035162 0.027206183893558306 -0.0041261202036274964 -0.016657904505522715 -0.096849048024286399 -0.039170935936272147 0.038750584946284375 -0.061217087778883676 -0.031176101474557072 0.083592260203191215 0.12040753830667764 -0.0074443048025880547 -0.0050431174702107659 -0.053282138668000703 0.067872597159886805 0.0031989443545731217 0.0061416572889901131 -0.046214978532710421 0.0081169021530793275 -0.00023619014866538119 0.022233036085963248 0.13257201034072283 0.051345855900735572 0.075554644919577099 -0.025692293755710128 0.029117064316357882 -0.061597002249349046 -0.10558024104684592 0.049396836218135114 0.012056464378838429 0.071529154461478034
leaf_weight=21 39 218 45 23 35 31 21 24 28 21 35 1988 20 27 26 685 36 26 25977 20 37 33 21 20 35 27 24 58 184 31
leaf_count=21 39 218 45 23 35 31 21 24 28 21 35 1988 20 27 26 685 36 26 25977 20 37 33 21 20 35 27 24 58 184 31
internal_value=0 -2.44134e-05 -0.0120567 -0.0234839 -0.00828217 0.00594293 4.58581e-05 0.00567344 0.0260246 0.0548642 0.0330164 -0.000175281 0.00105014 0.0151624 0.0361459 0.00175059 -0.0100915 -0.000130272 0.000174642 0.0222702 0.0938566 -0.00412237 0.0126918 0.00807117 -0.0256794 0.0172653 -0.0692675 0.0253614 0.0210058 0.0426043
internal_weight=0 29795 173 134 111 76 29622 1120 181 84 63 28502 97 77 53 939 254 28481 26460 483 57 2021 426 369 79 290 44 263 242 57
internal_count=29816 29795 173 134 111 76 29622 1120 181 84 63 28502 97 77 53 939 254 28481 26460 483 57 2021 426 369 79 290 44 263 242 57

Tree=97
num_cat=0
split_feature=8 1 1 13 9 8 8 3 1 12 2 1 8 13 2 12 9 3 3 7 9 7 5 1 0 13 3 0 12 5
split_gain=2.50006 7.83313 6.35265 4.29916 4.39782 4.15013 6.12758 6.06991 4.05938 7.92603 4.37367 3.1219 3.01707 17.4435 2.95812 16.7852 16.6698 11.2091 18.6909 20.6961 8.29309 8.14885 7.27129 4.81538 16.909 4.67128 3.09125 10.7352 12.9355 33.9054
threshold=2.7696925271428676 2.8069973649285074 2.8844087842702137 1.2991141140390841 2.1488531462305791 3.2800054085276229 3.1779428322506722 1.3430967234620759 2.600566913350622 -0.95410967914094724 1.2045014344475311 2.5747631069033856 2.4890204423812534 1.0000000180025095e-35 2.9117489464264863 0.65235492461891831 3.6117044544971564 1.3679484487490616 0.62239669013949184 0.72598373568952734 3.3678959031193938 0.70671413213638168 -1.1822250603895974 -1.0119659892623869 0.68138991200199028 -0.46949857141771356 1.7158726027668607 -0.35925321587810394 0.30811250952751851 0.4243835487745159
left_child=1 8 -2 4 5 6 7 -4 11 -10 -11 12 14 -14 20 17 21 18 22 -20 26 -17 -16 -24 -25 -19 -1 -28 -29 -30
right_child=2 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 16 -18 25 19 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.00027425166527262571 0.061887374342503881 -0.0529413082902985 -0.012265789051624863 -0.03646166578612544 0.050117545326550807 0.040953129964570206 -0.053436736759751857 0.044930749389875152 -0.011461417139130268 0.017467944100499153 0.081408780950890935 -0.037741603024981245 -0.030905784247443082 0.092721841679442502 -0.028234140276908876 0.025829584138201817 -0.1296663400530815 0.016319832094013692 -0.11786741814748557 0.016346130585297942 0.047966384018460914 -0.055390410255640746 0.06391517935251749 -0.034205026590180675 0.074825053054839372 0.08384804285707928 -0.0028689777220626406 0.0020249269184356368 0.14946240986818854 0.020945277123551098
leaf_weight=27920 22 28 55 22 24 24 21 28 37 20 23 22 25 21 30 21 20 20 27 20 36 30 27 33 25 21 723 277 23 191
leaf_count=27920 22 28 55 22 24 24 21 28 37 20 23 22 25 21 30 21 20 20 27 20 36 30 27 33 25 21 723 277 23 191
internal_value=0 -7.44879e-05 0.0112568 0.00485523 0.0108353 0.00346989 -0.00518009 0.00702943 -2.44653e-05 0.0224711 0.0516689 -8.54454e-05 -5.73533e-05 0.0255329 -9.73327e-05 -0.0104393 -0.0522904 0.0041983 -0.00762316 -0.0607553 -1.88531e-07 -0.0219469 0.0140917 0.0290302 0.0127907 0.0509075 -5.94594e-05 0.00488041 0.0162914 0.0347579
internal_weight=0 29620 196 174 152 128 104 83 29592 80 43 29512 29490 46 29444 274 71 203 162 47 29170 51 115 85 58 41 29134 1214 491 214
internal_count=29816 29620 196 174 152 128 104 83 29592 80 43 29512 29490 46 29444 274 71 203 162 47 29170 51 115 85 58 41 29134 1214 491 214

Tree=98
num_cat=0
split_feature=9 8 1 8 8 9 6 0 2 2 5 4 3 9 12 8 8 3 13 3 2 6 3 3 3 2 9 5 13 1
split_gain=2.39754 2.39546 5.85986 5.38366 4.15493 7.50102 3.49572 4.65183 13.2808 3.12012 13.3407 6.92916 5.44469 2.96677 12.65 22.4101 19.7975 27.9034 12.6071 11.8499 5.4808 13.481 11.1072 21.9563 10.0706 20.0207 7.29531 12.3106 12.6179 15.6057
threshold=5.3183643141414967 2.7441768830736311 2.8844087842702137 2.6931455949351553 2.8717551034198201 2.1488531462305791 0.92075631081364584 -0.91811711788778394 0.47282392931369333 3.3995339498490451 0.88341457996426265 0.45464731649049733 0.44843461313059224 2.8802788003638677 -0.49511979235241427 -0.26666911709642732 0.62637842532689481 1.2436898223141333 -0.46949857141771356 1.0200242947312625 2.4239639430039279 1.3619215257973298 1.566762251044947 1.1939863717401622 0.52298978899154924 2.6678564447152069 2.3926616976083417 -0.37892075580754087 0.41480777131068514 -0.34106702163425823
left_child=1 3 -3 9 -4 6 7 8 -6 13 11 12 -11 20 15 -15 17 18 -16 -18 26 22 23 24 -22 -26 -1 -28 29 -29
right_child=-2 2 4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 16 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-4.5553648292059462e-05 0.033776946223917463 0.053267145608385497 -0.037727615059841249 -0.051963585847988727 0.029072885489777517 0.058671429036901548 -0.028282506517699049 0.038506873026490217 -0.067203724481489355 0.0092581190507520332 -0.078073296861516109 0.036224995998458735 -0.049604442616303764 0.12276579171419144 0.066571612730622287 -0.0035954916638729628 -0.0042888531218404358 -0.1278299102316732 -0.031081679176825746 0.096158121060580026 0.0025743254226061607 -0.073689721489438059 -0.063608463257551193 0.07548235352288056 -0.0038805236946791409 -0.12445767284149217 -0.013973778247600422 -0.0011487976732579145 -0.021377153286621684 0.10200283777984707
leaf_weight=28803 21 28 21 20 38 26 33 35 23 33 27 36 30 25 20 32 23 23 39 24 155 33 30 34 40 21 56 22 21 44
leaf_count=28803 21 28 21 20 38 26 33 35 23 33 27 36 30 25 20 32 23 23 39 24 155 33 30 34 40 21 56 22 21 44
internal_value=0 -2.38066e-05 0.0107753 -9.82554e-05 0.00401522 0.0096707 -0.000205412 0.00944609 -0.00722813 -6.31769e-05 -0.0157658 0.00122712 -0.0187717 4.01734e-06 0.0125935 0.0518261 -0.00474178 -0.0344005 0.00202113 0.0470032 -7.60145e-05 -0.0132378 -0.00611309 0.000786354 -0.0109714 -0.0453907 6.63068e-05 0.0225972 0.0461371 0.067619
internal_weight=0 29795 204 29591 176 155 129 96 61 29571 126 99 63 29445 186 57 129 82 59 47 29259 313 280 250 216 61 28946 143 87 66
internal_count=29816 29795 204 29591 176 155 129 96 61 29571 126 99 63 29445 186 57 129 82 59 47 29259 313 280 250 216 61 28946 143 87 66

Tree=99
num_cat=0
split_feature=0 13 8 1 3 2 13 13 9 5 8 5 1 8 6 12 12 5 3 5 1 3 1 3 6 9 2 13 0 2
split_gain=2.27984 9.57462 6.47362 6.22572 5.18287 5.57901 4.14124 3.32266 3.83098 2.92331 2.7822 6.66768 3.61445 10.6853 12.3833 18.8523 6.5545 5.93301 9.32927 5.77438 4.33167 3.39464 3.86728 3.31154 3.0725 2.81661 19.975 27.5287 13.3023 7.86786
threshold=1.4329655043598362 1.2991141140390841 -2.0272485578738331 -0.59910508610661595 0.69695186600044889 -0.50274607753142375 0.41480777131068514 1.0000000180025095e-35 0.44219328658623847 -0.14940524021266754 -1.9762172697353566 0.30962579097707926 -1.6828649568905172 -1.7720921171814552 0.92075631081364584 -0.72461473574668078 0.99659733971031816 -1.1822250603895974 0.87091394300934855 1.4572033689514463 -1.7602763762322258 0.69695186600044889 -1.9150992149156389 0.29932426140867835 1.0000000180025095e-35 -1.2644665730581017 -1.2344235826652614 1.2991141140390841 -0.43633789201737011 -0.50274607753142375
left_child=2 4 -1 9 6 -6 7 8 -2 -3 11 -4 13 19 17 -16 23 -15 -19 20 21 -12 -23 -17 -21 29 27 -27 -29 -14
right_child=1 3 10 -5 5 -7 -8 -9 -10 -11 12 -13 25 14 15 16 -18 18 -20 24 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.052063414206107467 -0.0018488841481001932 -0.022603282026665394 -0.066446912341884198 0.015657383978366853 0.0019884912673240672 -0.051500131495488002 0.013440975040093893 -0.019196888446199278 0.036990980218563764 -0.055093089863657956 0.00035295429398750209 0.0070217472082003954 -0.0045056221660555156 -0.035146985437583038 0.12876105022927126 -0.028622110933065416 0.067146434948739162 0.0045094487737051573 0.061603460407682831 -0.010889448812947823 -0.032982959269600758 0.057323935752113669 0.0045672252153356871 0.028923840811476111 -0.060507362557109451 0.011666487041709313 -0.00013925736244394234 0.020041710827499629 0.12126593432716422 0.044017222085419826
leaf_weight=24 273 53 21 25 39 39 225 101 28 58 330 30 1948 27 24 20 23 157 35 26 34 24 33 20 24 418 25666 20 37 34
leaf_count=24 273 53 21 25 39 39 225 101 28 58 330 30 1948 27 24 20 23 157 35 26 34 24 33 20 24 418 25666 20 37 34
internal_value=0 -0.00513265 0.000148975 -0.029426 -0.000446267 -0.0247558 0.00257789 -0.0035022 0.00176413 -0.0395799 0.000105939 -0.0232301 0.00014712 0.00687522 0.0214242 0.053341 0.0246096 0.00874491 0.0149172 -0.00257697 0.00123883 0.00424539 0.0267806 0.000150865 -0.034706 -3.87683e-05 0.000236796 0.0205563 0.0857487 -0.00367324
internal_weight=0 841 28975 136 705 78 627 402 301 111 28951 51 28900 777 306 87 63 219 192 471 421 387 57 40 50 28123 26141 475 57 1982
internal_count=29816 841 28975 136 705 78 627 402 301 111 28951 51 28900 777 306 87 63 219 192 471 421 387 57 40 50 28123 26141 475 57 1982

end of trees

feature_importances:
Column_2=649
Column_9=588
Column_3=462
Column_6=208
Column_8=187
Column_1=169
Column_13=169
Column_0=168
Column_7=140
Column_5=101
Column_4=85
Column_12=51
Column_11=18
Column_10=5

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 1]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null