tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=39
objective=binary sigmoid:1
feature_names=min_apply_amt orig_prcp_avg_m12 ps_int_amt_avg shd_pre_repay_amt_rate repay_amount_m6_all_shd_amt_pc avg_tnr ps_int_amt_sum suc_apprv_num_m6 useratemore90maxcontimonsm12 repay_amount_all_shd_amt_pc loan_os_prcp_credit_amount_m12 cre_now_l60_used_amt_m_max cre_now_l30_used_amt_d_max useratemore70_m6_num useratemore70monthsubcurmonth max_loan_os_prcp_m12 t_ps_od_days_max s_ps_od_days_max cre_now_l30_limit_left_d_min cre_now_l90_limit_left_d_min f_ps_od_days_max cre_l90_used_limit_amt_min loan_os_prcp_credit_amount_m3 available_limit_amt loan_os_prcp_credit_amount_m6 useratemore50maxcontimonsm12 cre_l60_used_limit_rate_min cre_now_l60_limit_left_d_max apprv_num_m1 cre_l30_l90_used_amt_m_min setl_rem_prcp_paym_m3_num cre_now_l60_used_amt_d_min cre_now_l60_used_amt_m_min apprv_amt_day avg_od_amt_m6_orig_prcp_pc od_amt_m6_loan_os_prcp_m6_pc suc_apprv_num_m1 od_amt_m12_loan_os_prcp_m12_pc cre_now_l30_used_amt_d_min loan_os_prcp_gt0_m3_num_pc
feature_infos=[0:199900] [0:163133.3333] [0:1194.0856000000001] [0:1] [-9998:100] [0:24] [0:40772.739999999998] [0:287] [0:12] [-9998:100] [-9998:4920] [0:166000] [0:1] [0:6] [0:99999] [0:196700] [0:196] [0:99] [-1680:235044.5] [-1680:728536] [0:107] [0:148000] [-9998:4935.3500000000004] [0:195506.28] [-9998:4571.6099999999997] [0:12] [0:26.666699999999999] [-15685.8824:309.70909999999998] [0:397] [0:132000] [0:3] [1:186225] [0:133000] [0:316000] [0:46.579999999999998] [-9998:85.640000000000001] [0:63] [-9998:84.049999999999997] [1:8000] [0:133.33000000000001]
tree_sizes=576 589 592 589 591 586 588 587 590 590 589 588 591 592 584 592 590 591 593 586 588 588 599 593 589 588 588 595 594 590 597 601 595 589 588 597 587 597 594 597 593 594 591 588 594 597 593 588 591 593 588 591 582 594 586 580 579 588 583 581 590 594 594 595 581 595 601 580 596 588 597 578 581 597 580 581 603 590 580 583 593 585 598 578 585 591 586 585 596 595 602 589 576 595 596 585 592 580 589 585 586 595 581 587 585 584 593 599 589 592 593 581 593 581 585 594 587 585 584 595 593 597 591 589 583 584 584 585 585 591 597 598 589 594 594 587 596 595 593 590 595 580 589 591 596 582 593 582 580 579 593 597 598 595 595 581 595 596 586 597 596 587 583 595 584 589 593 582 595 594 589 590 585 586 582 596 601 582 584 583 583 596 579 582 585 597 592 586 601 472 582 590 580 592 589 586 597 583 583 589 586 595 583 586 476 589 365 598 598 367 369 371 472 590 590 589 596 477 583 591 592 576 378 367 593 475 592 475 587 579 600 488 489 367 583 596 474 605 484 484 367 594

Tree=0
num_leaves=4
num_cat=0
split_feature=20 33 6
split_gain=2044.91 783.871 619.176
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3121.2400000000002
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-2.2367133411922424 -2.3732092160852796 -2.3709134075502201 -2.0841336070033325
leaf_weight=1137.1060355454683 1349.1564781218767 277.39453276991844 291.01009333133698
leaf_count=12872 16570 3391 2969
internal_value=-2.29247 -2.22989 -2.20394
internal_weight=3054.67 1705.51 1428.12
internal_count=35802 19232 15841
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=20 21 23
split_gain=1130.83 512.828 448.455
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.073527201656352625 0.10502761342519928 0.17141953526054157 1.8452314269856489e-05
leaf_weight=712.3963562771678 437.00729028135538 1245.0421958789229 949.95324785262346
leaf_count=7438 4979 11697 11556
internal_value=0.094628 0.136895 0.0334188
internal_weight=3344.4 1957.44 1386.96
internal_count=35670 19135 16535
is_linear=0
shrinkage=0.0856675


Tree=2
num_leaves=4
num_cat=0
split_feature=36 34 17
split_gain=879.532 626.966 591.427
threshold=1.0000000180025095e-35 1.3050000000000004 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.11976573101913017 -0.0068726195650784883 0.23342814191026887 0.034518603024471219
leaf_weight=1647.8844055682421 644.99782208353281 254.90078096091747 1065.6973355412483
leaf_count=14558 7429 2189 11540
internal_value=0.0807021 0.100448 0.0870825
internal_weight=3613.48 2968.48 2713.58
internal_count=35716 28287 26098
is_linear=0
shrinkage=0.0856675


Tree=3
num_leaves=4
num_cat=0
split_feature=23 20 6
split_gain=725.135 454.247 237.386
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1371.4650000000001
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.11886137507753232 0.036094815583282203 -0.0038204203303154418 0.1108391155486799
leaf_weight=1370.709109082818 858.10065167397261 989.01985297352076 628.67873378843069
leaf_count=11597 7693 11587 4834
internal_value=0.0681387 0.0391682 0.0691531
internal_weight=3846.51 2475.8 1486.78
internal_count=35711 24114 12527
is_linear=0
shrinkage=0.0856675


Tree=4
num_leaves=4
num_cat=0
split_feature=31 34 16
split_gain=572.486 320.309 315.864
threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.089139326083713902 4.6039829850073062e-05 0.16050422887168125 0.027001359575674108
leaf_weight=1701.4197671636939 905.0078661814332 327.99173213541508 1107.5677856653929
leaf_count=13130 9534 2206 10771
internal_value=0.0587625 0.0760739 0.0654023
internal_weight=4041.99 3136.98 2808.99
internal_count=35641 26107 23901
is_linear=0
shrinkage=0.0856675


Tree=5
num_leaves=4
num_cat=0
split_feature=36 23 3
split_gain=475.48 299.58 214.064
threshold=1.0000000180025095e-35 25.320000000000004 0.75035000000000007
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.096705374995529544 -0.010778760962366199 0.013271645779830796 0.070426876198600219
leaf_weight=1426.7989349216223 673.53851321339607 1065.1509414836764 1074.2128945887089
leaf_count=10098 7459 9576 8648
internal_value=0.0525262 0.0650815 0.0429772
internal_weight=4239.7 3566.16 2139.36
internal_count=35781 28322 18224
is_linear=0
shrinkage=0.0856675


Tree=6
num_leaves=4
num_cat=0
split_feature=20 21 31
split_gain=443.195 218.35 170.19
threshold=1.0000000180025095e-35 952.59500000000014 1.0000500000000001
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.029025709342753194 0.025792004838277399 0.084372202643790931 -0.035997272752207474
leaf_weight=927.69309940189123 1228.4692976400256 1811.0282263681293 424.78311001509428
leaf_count=7457 11525 11708 5033
internal_value=0.0451371 0.0663952 0.00864154
internal_weight=4391.97 2738.72 1653.25
internal_count=35723 19165 16558
is_linear=0
shrinkage=0.0856675


Tree=7
num_leaves=4
num_cat=0
split_feature=20 26 3
split_gain=364.728 193.076 141.739
threshold=1.0000000180025095e-35 0.27705000000000007 0.76615000000000011
decision_type=10 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.021847584051220437 0.0058769337971671942 0.051507534634598229 0.10532451168706584
leaf_weight=908.41106712073088 1655.7345586419106 1197.252014324069 760.81320724636316
leaf_count=6871 16505 7917 4389
internal_value=0.0393089 0.0578834 0.0735283
internal_weight=4522.21 2866.48 1958.07
internal_count=35682 19177 12306
is_linear=0
shrinkage=0.0856675


Tree=8
num_leaves=4
num_cat=0
split_feature=38 34 17
split_gain=308.516 222.253 211.856
threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.052311791134894425 -0.019601415374538057 0.10630198556556647 0.0071729751514650079
leaf_weight=2329.3465129807591 589.74607437103987 415.38602676987648 1307.064146913588
leaf_count=15073 6465 2268 11856
internal_value=0.0357694 0.044359 0.0366692
internal_weight=4641.54 4051.8 3636.41
internal_count=35662 29197 26929
is_linear=0
shrinkage=0.0856675


Tree=9
num_leaves=4
num_cat=0
split_feature=26 3 23
split_gain=302.902 147.388 138.457
threshold=0.27705000000000007 0.78075000000000017 1.0000000180025095e-35
decision_type=10 8 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.00066062743059881258 0.057431223107814747 0.074925265384246556 0.010083959999678999
leaf_weight=1593.9195956066251 935.44731090217829 1087.5281209051609 1132.7867087498307
leaf_count=13585 5769 6959 9308
internal_value=0.0324416 0.0478277 0.0325377
internal_weight=4749.68 3155.76 2068.23
internal_count=35621 22036 15077
is_linear=0
shrinkage=0.0856675


Tree=10
num_leaves=4
num_cat=0
split_feature=36 21 23
split_gain=237.648 140.256 124.365
threshold=1.0000000180025095e-35 5571.8150000000014 237.68000000000004
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.047200657579428783 -0.016252054257474183 0.068161069152629261 0.011350202760919973
leaf_weight=1366.3433113396168 685.20726960897446 881.03447749465704 1908.6947447732091
leaf_count=8485 7389 5207 14524
internal_value=0.028349 0.0362171 0.0269612
internal_weight=4841.28 4156.07 3275.04
internal_count=35605 28216 23009
is_linear=0
shrinkage=0.0856675


Tree=11
num_leaves=4
num_cat=0
split_feature=20 6 23
split_gain=223.951 122.298 105.638
threshold=1.0000000180025095e-35 6043.2050000000008 337.43500000000006
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.050183799005266365 0.00013661097811793214 0.086272290615239958 0.013913431451397621
leaf_weight=1298.597225509584 1763.7088047862053 407.29453541338444 1465.9265073910356
leaf_count=7461 16533 1887 9795
internal_value=0.0258105 0.0394237 0.0317247
internal_weight=4935.53 3171.82 2764.52
internal_count=35676 19143 17256
is_linear=0
shrinkage=0.0856675


Tree=12
num_leaves=4
num_cat=0
split_feature=26 34 17
split_gain=194.478 127.252 149.388
threshold=0.093850000000000003 1.3550000000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.013945482449460847 0.038356666643726098 0.07998165625993893 0.0015422231646430831
leaf_weight=764.87366258352995 2461.8648031577468 395.23795717954636 1385.4096994251013
leaf_count=6982 14644 1894 12113
internal_value=0.0239026 0.031229 0.0256478
internal_weight=5007.39 4242.51 3847.27
internal_count=35633 28651 26757
is_linear=0
shrinkage=0.0856675


Tree=13
num_leaves=4
num_cat=0
split_feature=23 33 3
split_gain=166.814 111.747 108.095
threshold=237.68000000000004 1.0000000180025095e-35 0.75035000000000007
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.037833374175464361 -0.004377943116492475 -0.036066767847120658 0.030520646773217551
leaf_weight=2288.2407657653093 1154.0138927847147 379.54105111956596 1266.2752313315868
leaf_count=14078 9081 4307 8267
internal_value=0.0205121 0.00559718 0.0130156
internal_weight=5088.07 2799.83 2420.29
internal_count=35733 21655 17348
is_linear=0
shrinkage=0.0856675


Tree=14
num_leaves=4
num_cat=0
split_feature=26 3 34
split_gain=161.258 106.093 78.7527
threshold=0.27705000000000007 0.61555000000000015 1.3050000000000004
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0082262934508829828 0.006748950339611955 0.04080599623390932 0.056710520109733237
leaf_weight=1520.62041952461 1169.5731455981731 2323.0637510940433 145.93464447557926
leaf_count=12873 7922 14161 755
internal_value=0.0195097 0.0300012 -0.001217
internal_weight=5159.19 3492.64 1666.56
internal_count=35711 22083 13628
is_linear=0
shrinkage=0.0856675


Tree=15
num_leaves=4
num_cat=0
split_feature=20 6 33
split_gain=148.071 99.1162 83.5838
threshold=1.0000000180025095e-35 1866.5150000000001 500.50000000000006
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.015471701624764311 0.0048531849241953565 0.048302634098947382 -0.048504365307524992
leaf_weight=2144.2101551517844 1581.5185201317072 1231.0367616713047 243.61375068128109
leaf_count=13254 13390 5843 3112
internal_value=0.0174177 0.0280777 -0.00114642
internal_weight=5200.38 3375.25 1825.13
internal_count=35599 19097 16502
is_linear=0
shrinkage=0.0856675


Tree=16
num_leaves=4
num_cat=0
split_feature=34 16 6
split_gain=131.903 135.99 157.645
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4632.0750000000016
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.011329594879927076 0.056421401456570361 -0.008529697780620113 0.06679245984061713
leaf_weight=2516.0112133771181 519.43725787848234 1742.0329464152455 478.6912342980504
leaf_count=16246 2370 14820 2276
internal_value=0.0146857 0.00964817 0.0209233
internal_weight=5256.17 4736.74 2994.7
internal_count=35712 33342 18522
is_linear=0
shrinkage=0.0856675


Tree=17
num_leaves=4
num_cat=0
split_feature=26 3 23
split_gain=132.326 96.6907 76.1538
threshold=0.093850000000000003 0.71715000000000007 1.0000000180025095e-35
decision_type=10 8 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.016861189467076231 0.023513559857713112 0.032420096850379908 -0.0079312556873885956
leaf_weight=770.77755831927061 1013.8305326327682 2366.767480045557 1140.679278716445
leaf_count=6991 5489 13946 9186
internal_value=0.0144421 0.0202506 0.0059031
internal_weight=5292.05 4521.28 2154.51
internal_count=35612 28621 14675
is_linear=0
shrinkage=0.0856675


Tree=18
num_leaves=4
num_cat=0
split_feature=23 38 16
split_gain=126.837 86.3252 70.5869
threshold=237.68000000000004 1.0519000000000003 1.0000000180025095e-35
decision_type=10 8 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.027127156274196096 0.016810852038307535 -0.042353600420428697 -0.011839933729672129
leaf_weight=2446.8951830342412 1663.1019982025027 303.64487166702747 934.91099862009287
leaf_count=14098 9917 3600 8071
internal_value=0.0127616 4.12321e-06 0.00568798
internal_weight=5348.55 2901.66 2598.01
internal_count=35686 21588 17988
is_linear=0
shrinkage=0.0856675


Tree=19
num_leaves=4
num_cat=0
split_feature=21 3 0
split_gain=101.159 96.3978 69.0212
threshold=726.03500000000008 0.61555000000000015 7300.0000000000009
decision_type=10 8 10
left_child=-1 -2 -3
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leaf_value=-0.00553418610721683 1.6732580493237688e-05 0.03525926328197021 6.317620413608139e-05
leaf_weight=1583.3745909035206 1187.0435430556536 2117.6324202343822 484.63752199709415
leaf_count=12552 7908 12258 2914
internal_value=0.0116286 0.0193562 0.0285862
internal_weight=5372.69 3789.31 2602.27
internal_count=35632 23080 15172
is_linear=0
shrinkage=0.0856675


Tree=20
num_leaves=4
num_cat=0
split_feature=17 16 6
split_gain=103.85 110.683 90.6682
threshold=1.0000000180025095e-35 7.5000000000000009 809.5200000000001
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=1.7614893504658175e-05 -0.010734523213477785 0.061387479980515525 0.030732484015614518
leaf_weight=1251.5247397050261 1851.8692731149495 163.92865021899343 2142.588675737381
leaf_count=8261 15446 935 10999
internal_value=0.0107605 -0.00377297 0.0200109
internal_weight=5409.91 2015.8 3394.11
internal_count=35641 16381 19260
is_linear=0
shrinkage=0.0856675


Tree=21
num_leaves=4
num_cat=0
split_feature=34 24 3
split_gain=98.4945 94.8465 63.2367
threshold=1.3550000000000002 42.545000000000009 0.71715000000000007
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.016217273660488619 0.04542476041709291 6.3075151004959491e-06 0.022143689023235588
leaf_weight=1121.5580368302763 507.797163836658 1821.4763184823096 2002.7957307435572
leaf_count=9357 2176 12572 11669
internal_value=0.00906989 0.00489859 0.0116452
internal_weight=5453.63 4945.83 3824.27
internal_count=35774 33598 24241
is_linear=0
shrinkage=0.0856675


Tree=22
num_leaves=4
num_cat=0
split_feature=23 17 6
split_gain=98.4638 65.7847 67.7001
threshold=1.0000000180025095e-35 1.0000000180025095e-35 809.5200000000001
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.023323947729740717 -0.0088617747113228455 -0.016337973606075692 0.021595752253365165
leaf_weight=2218.2215866670012 790.77593396231532 1167.4226771444082 1294.7183490246534
leaf_count=11625 5745 11142 7118
internal_value=0.00941681 2.78051e-06 0.00903524
internal_weight=5471.14 3252.92 2085.49
internal_count=35630 24005 12863
is_linear=0
shrinkage=0.0856675


Tree=23
num_leaves=4
num_cat=0
split_feature=0 21 20
split_gain=83.4811 87.9093 54.8638
threshold=7300.0000000000009 4788.1250000000009 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.013580337544417374 -0.014278001320146172 0.035679885493745116 -0.0080671939034834689
leaf_weight=2240.9433281123638 1026.8916803710163 945.93109862133861 1265.5471652820706
leaf_count=12509 7000 4980 11199
internal_value=0.00679445 0.0121315 0.00516921
internal_weight=5479.31 4452.42 3506.49
internal_count=35688 28688 23708
is_linear=0
shrinkage=0.0856675


Tree=24
num_leaves=4
num_cat=0
split_feature=38 12 34
split_gain=85.1677 69.2416 58.6073
threshold=1.0000500000000001 0.77045000000000008 1.3550000000000002
decision_type=8 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0015145881757868264 -0.021713331476798527 0.014328769681528731 0.057786736512633226
leaf_weight=1655.6748465746641 596.35415923222899 2956.3765898533165 293.13220110535622
leaf_count=10555 6454 17475 1131
internal_value=0.00759384 0.0115934 0.0189199
internal_weight=5501.54 4905.18 3249.51
internal_count=35615 29161 18606
is_linear=0
shrinkage=0.0856675


Tree=25
num_leaves=4
num_cat=0
split_feature=26 23 3
split_gain=81.6902 64.32 59.8524
threshold=0.27705000000000007 1095.2300000000002 0.61555000000000015
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0065417224993526779 -0.00094292853560436012 -0.025269657983733106 0.020489956328959759
leaf_weight=805.39373083785176 1229.1949945278466 901.02229160442948 2585.94058059901
leaf_count=5782 7953 7786 14111
internal_value=0.0058343 -0.00902178 0.0130319
internal_weight=5521.55 1706.42 3815.14
internal_count=35632 13568 22064
is_linear=0
shrinkage=0.0856675


Tree=26
num_leaves=4
num_cat=0
split_feature=6 24 16
split_gain=70.8039 65.6785 46.4114
threshold=4632.0750000000016 32.760000000000012 6.5000000000000009
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.023362872370357602 0.024990560361703617 0.0021044092850025821 0.046871722596190338
leaf_weight=714.89808733016253 1059.5141230784357 3594.8202095478773 186.13499074056745
leaf_count=6037 6071 22665 968
internal_value=0.00508423 1.09964e-06 0.0048839
internal_weight=5555.37 4495.85 3780.96
internal_count=35741 29670 23633
is_linear=0
shrinkage=0.0856675


Tree=27
num_leaves=4
num_cat=0
split_feature=36 16 16
split_gain=71.1962 60.2323 93.2814
threshold=1.5000000000000002 1.0000000180025095e-35 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.015226613317121159 -0.036625755210517898 -0.010231634637144438 0.047215963641935692
leaf_weight=3261.2736936025321 261.43054354190826 1814.5089447684586 226.19546325132251
leaf_count=17775 2932 13881 1128
internal_value=0.00541211 0.00789437 -0.00279346
internal_weight=5563.41 5301.98 2040.7
internal_count=35716 32784 15009
is_linear=0
shrinkage=0.0856675


Tree=28
num_leaves=4
num_cat=0
split_feature=0 21 20
split_gain=68.295 49.1739 48.0356
threshold=4050.0000000000005 639.43500000000006 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00054156662236839895 0.001858843344806601 0.020651292264683249 -0.023251466756669014
leaf_weight=970.35686825960875 1638.1601560711861 2195.8745430856943 761.14941163361073
leaf_count=7436 8815 12423 6955
internal_value=0.00503922 0.0134902 -0.00523821
internal_weight=5565.54 3166.23 2399.31
internal_count=35629 19859 15770
is_linear=0
shrinkage=0.0856675


Tree=29
num_leaves=4
num_cat=0
split_feature=34 21 3
split_gain=62.4978 55.5178 53.7611
threshold=1.3750000000000002 726.03500000000008 0.67985000000000007
decision_type=10 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.013006648944940006 0.032629713210614857 -0.004782568911781233 0.015591572279916473
leaf_weight=1423.7764548026025 515.3532145768404 1467.6855681240559 2179.9287076853216
leaf_count=11795 2090 9786 12015
internal_value=0.00415319 0.000835005 0.00681655
internal_weight=5586.74 5071.39 3647.61
internal_count=35686 33596 21801
is_linear=0
shrinkage=0.0856675


Tree=30
num_leaves=4
num_cat=0
split_feature=35 16 16
split_gain=59.917 62.1701 81.5432
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0075822122162469826 0.029309812938190623 -0.018399931046796214 0.048464490639672779
leaf_weight=3225.275938719511 591.52300688251853 1651.0748338773847 128.99728978797793
leaf_count=18542 2385 14003 755
internal_value=0.00355521 8.27671e-05 -0.0123223
internal_weight=5596.87 5005.35 1780.07
internal_count=35685 33300 14758
is_linear=0
shrinkage=0.0856675


Tree=31
num_leaves=4
num_cat=0
split_feature=23 21 3
split_gain=60.1204 53.1986 45.7565
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.75035000000000007
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.015099046321940403 -0.033854363738796953 -0.0099988501513691933 0.011230285646492489
leaf_weight=2292.3097656145692 356.24120094999671 1389.1943735554814 1562.9882837831974
leaf_count=11575 3691 11019 9381
internal_value=0.0042989 -0.00255292 0.000528571
internal_weight=5600.73 3308.42 2952.18
internal_count=35666 24091 20400
is_linear=0
shrinkage=0.0856675


Tree=32
num_leaves=4
num_cat=0
split_feature=0 17 1
split_gain=61.2068 41.4933 40.8557
threshold=7300.0000000000009 1.0000000180025095e-35 2934.6733500000005
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.014659730050353748 -0.036807750577362519 -0.0011304156466060992 -1.9979879940327803e-05
leaf_weight=2855.2788066640496 377.51949612051249 1730.1395071595907 658.3750662393868
leaf_count=15114 3014 13545 4053
internal_value=0.00369974 0.00824334 -0.0143635
internal_weight=5621.31 4585.42 1035.89
internal_count=35726 28659 7067
is_linear=0
shrinkage=0.0856675


Tree=33
num_leaves=4
num_cat=0
split_feature=5 26 6
split_gain=52.7388 46.7811 28.2368
threshold=10.500000000000002 0.27705000000000007 4632.0750000000016
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.026886878443701932 0.012246904306090827 0.0027873301192142042 -4.6684605312278419e-05
leaf_weight=806.37355571985245 2654.0394103564322 1959.2687414176762 213.31717928871512
leaf_count=7127 15641 11358 1614
internal_value=0.00326356 -0.00403705 -0.0191974
internal_weight=5633 2978.96 1019.69
internal_count=35740 20099 8741
is_linear=0
shrinkage=0.0856675


Tree=34
num_leaves=4
num_cat=0
split_feature=6 34 5
split_gain=47.6532 41.8232 44.3171
threshold=4632.0750000000016 1.0000000180025095e-35 9.5000000000000018
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.01492944739733424 0.018807248165301649 0.022512333418312498 0.0027435201878750759
leaf_weight=1667.8699068576097 1095.2626625113189 479.14145212993026 2391.7274605855346
leaf_count=12517 6075 1953 15212
internal_value=0.002699 -0.000731362 -0.00400208
internal_weight=5634 4538.74 4059.6
internal_count=35757 29682 27729
is_linear=0
shrinkage=0.0856675


Tree=35
num_leaves=4
num_cat=0
split_feature=21 0 16
split_gain=48.3257 40.8866 29.6728
threshold=8049.2300000000005 7300.0000000000009 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0087699160829821671 0.021073870238943988 -0.018586233057527154 -0.0059803714319983468
leaf_weight=2393.2133147194982 852.55006978288293 807.1281961761415 1570.0522502735257
leaf_count=13529 4191 5883 12062
internal_value=0.00221703 -0.000719614 0.00239552
internal_weight=5622.94 4770.39 3963.27
internal_count=35665 31474 25591
is_linear=0
shrinkage=0.0856675


Tree=36
num_leaves=4
num_cat=0
split_feature=0 10 15
split_gain=53.4323 37.1192 34.64
threshold=4050.0000000000005 45.455000000000005 13799.970000000003
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0041814522196630651 -0.027598235276099187 -3.1928917675029608e-06 0.026681561580865622
leaf_weight=2461.70191206038 486.54270989075303 1915.4453951530159 762.3211077041924
leaf_count=15833 4302 11534 3952
internal_value=0.00269639 -0.00644699 0.0101601
internal_weight=5626.01 2401.99 3224.02
internal_count=35621 15836 19785
is_linear=0
shrinkage=0.0856675


Tree=37
num_leaves=4
num_cat=0
split_feature=20 33 12
split_gain=44.4596 45.445 41.5143
threshold=1.0000000180025095e-35 831.50000000000011 0.78995000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0028669998412167389 -0.0013908672483542667 -0.046274773368330774 0.01507773951994589
leaf_weight=1240.6896156445146 1708.7968079596758 198.06995157524943 2499.7740734480321
leaf_count=6503 13732 2824 12634
internal_value=0.00287302 -0.00718176 0.0085619
internal_weight=5647.33 1906.87 3740.46
internal_count=35693 16556 19137
is_linear=0
shrinkage=0.0856675


Tree=38
num_leaves=4
num_cat=0
split_feature=16 16 6
split_gain=43.6774 67.6066 36.7193
threshold=7.5000000000000009 1.0000000180025095e-35 809.5200000000001
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0039561925368047524 0.036137532091638315 -0.013680052312831519 0.013249054069642864
leaf_weight=1279.2176641374826 246.79748585447669 1881.7454364299774 2237.1571344509721
leaf_count=8419 1168 15157 10930
internal_value=0.00101012 -0.00021912 0.00639052
internal_weight=5644.92 5398.12 3516.37
internal_count=35674 34506 19349
is_linear=0
shrinkage=0.0856675


Tree=39
num_leaves=4
num_cat=0
split_feature=23 33 21
split_gain=37.761 44.1166 27.0419
threshold=237.68000000000004 1.0000000180025095e-35 4788.1250000000009
decision_type=10 10 10
left_child=-1 2 -2
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leaf_value=0.0094996917101860014 -0.0052133193450427072 -0.033152617249182351 0.015454786235815301
leaf_weight=2657.7794033326209 2049.8998718932271 342.80622378364205 594.4497791454196
leaf_count=14090 14088 4293 3181
internal_value=0.0018178 -0.00431555 -1.41412e-06
internal_weight=5644.94 2987.16 2644.35
internal_count=35652 21562 17269
is_linear=0
shrinkage=0.0856675


Tree=40
num_leaves=4
num_cat=0
split_feature=0 12 21
split_gain=40.3943 28.3445 27.304
threshold=4410.0000000000009 0.67815000000000014 10134.945000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0040334199199663408 -0.028396889938115673 -0.0014325991548804868 0.030239734811982204
leaf_weight=3030.9632928371429 390.94021197408438 1843.0223249010742 375.06696597114205
leaf_count=19207 2872 11886 1687
internal_value=0.00137106 -0.00710385 0.00754715
internal_weight=5639.99 2233.96 3406.03
internal_count=35652 14758 20894
is_linear=0
shrinkage=0.0856675


Tree=41
num_leaves=4
num_cat=0
split_feature=30 22 3
split_gain=35.2579 33.8327 33.6112
threshold=1.0000000180025095e-35 54.095000000000006 0.71715000000000007
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0025254152203607167 -0.038040495358161737 -3.0679615305242855e-05 0.011046080999724943
leaf_weight=2317.212714407593 293.3218772560358 404.70602998882532 2645.5816502049565
leaf_count=15470 2845 2763 14623
internal_value=0.00141275 -0.0159707 0.00428635
internal_weight=5660.82 698.028 4962.79
internal_count=35701 5608 30093
is_linear=0
shrinkage=0.0856675


Tree=42
num_leaves=4
num_cat=0
split_feature=6 17 16
split_gain=34.5821 36.7037 38.4566
threshold=11022.160000000002 1.0000000180025095e-35 6.5000000000000009
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0040776698426760417 0.0227604371774267 -0.016154503778304914 0.019136679310173578
leaf_weight=3346.727718051523 489.0263773649931 1611.5660257712007 210.32935402914882
leaf_count=18363 2447 13795 1093
internal_value=0.000873365 -0.000798848 -0.0109045
internal_weight=5657.65 5168.62 1821.9
internal_count=35698 33251 14888
is_linear=0
shrinkage=0.0856675


Tree=43
num_leaves=4
num_cat=0
split_feature=0 21 23
split_gain=39.5922 24.8236 25.0421
threshold=7300.0000000000009 639.43500000000006 1095.2300000000002
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0013336521864277327 -0.013114850274057416 0.0093961439772566185 -0.02462816612149472
leaf_weight=946.82766139507294 1004.9324267692864 3375.9521044418216 326.68882086127996
leaf_count=6741 7046 18679 3225
internal_value=0.00169919 0.00535708 -0.0036943
internal_weight=5654.4 4649.47 1273.52
internal_count=35691 28645 9966
is_linear=0
shrinkage=0.0856675


Tree=44
num_leaves=4
num_cat=0
split_feature=17 12 22
split_gain=35.199 33.8323 33.6179
threshold=1.0000000180025095e-35 0.67815000000000014 76.545000000000016
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.010141448268156461 -0.016598558279331536 0.010563567394628198 0.0044234837661144173
leaf_weight=615.30069823935628 1250.0948073975742 3007.9990229718387 782.32351201027632
leaf_count=3676 11076 15612 5332
internal_value=0.0010823 0.00646076 -0.0074703
internal_weight=5655.72 3623.3 2032.42
internal_count=35696 19288 16408
is_linear=0
shrinkage=0.0856675


Tree=45
num_leaves=4
num_cat=0
split_feature=16 16 6
split_gain=35.2684 63.6384 33.8606
threshold=5.5000000000000009 1.0000000180025095e-35 1866.5150000000001
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.00019122437632381647 0.026193939253755905 -0.014507581545000998 0.01622757133506627
leaf_weight=2221.1822324544191 372.84633021429181 1744.8296034559608 1330.0496890135109
leaf_count=13559 1978 14385 5823
internal_value=0.000627112 -0.000785178 0.00536957
internal_weight=5668.91 5296.06 3551.23
internal_count=35745 33767 19382
is_linear=0
shrinkage=0.0856675


Tree=46
num_leaves=4
num_cat=0
split_feature=30 5 3
split_gain=38.8332 28.3782 29.2457
threshold=1.0000000180025095e-35 8.5000000000000018 0.75035000000000007
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.019175305635210436 -0.01764501632284575 0.0084381305318535944 0.0035262154337790965
leaf_weight=657.82832589745522 680.95074800029397 3466.7306628152728 835.29407048970461
leaf_count=5220 5577 19796 5012
internal_value=0.00096182 0.00394574 -0.00507264
internal_weight=5640.8 4959.85 1493.12
internal_count=35605 30028 10232
is_linear=0
shrinkage=0.0856675


Tree=47
num_leaves=4
num_cat=0
split_feature=34 35 10
split_gain=32.7705 33.6707 33.3409
threshold=1.3750000000000002 6.0650000000000004 34.935000000000009
decision_type=10 8 10
left_child=2 -2 -1
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leaf_value=-0.019018300603215899 0.034058146895338225 -0.0050200672184324948 0.00091574076201339364
leaf_weight=689.79845143482089 407.45755427330732 127.50910987704992 4437.6308413371444
leaf_count=6357 1518 565 27288
internal_value=0.000363229 0.0207566 -0.001362
internal_weight=5662.4 534.967 5127.43
internal_count=35728 2083 33645
is_linear=0
shrinkage=0.0856675


Tree=48
num_leaves=4
num_cat=0
split_feature=34 36 12
split_gain=34.4803 30.0978 28.2433
threshold=1.3550000000000002 1.5000000000000002 0.89605000000000012
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00026262833761458076 0.0011041070834276509 -0.030688624946539116 0.048146513361048318
leaf_weight=4851.5677890516818 368.48316644877195 234.5216747187078 197.19801475480199
leaf_count=30600 1493 2867 681
internal_value=0.00107551 -0.000762157 0.0212464
internal_weight=5651.77 5086.09 565.681
internal_count=35641 33467 2174
is_linear=0
shrinkage=0.0856675


Tree=49
num_leaves=4
num_cat=0
split_feature=30 16 7
split_gain=29.2095 26.3182 33.2932
threshold=1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35
decision_type=10 8 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.00072113763478104647 -0.016010299758150021 0.0002135177106301184 0.047748364561794258
leaf_weight=4620.4941599033773 669.79868720844388 146.55092258751392 207.35350654646754
leaf_count=28266 5582 786 1011
internal_value=0.000296087 0.00291918 0.0255675
internal_weight=5644.2 4974.4 353.904
internal_count=35645 30063 1797
is_linear=0
shrinkage=0.0856675


Tree=50
num_leaves=4
num_cat=0
split_feature=21 23 33
split_gain=25.2855 26.4197 24.4099
threshold=8049.2300000000005 337.43500000000006 1.0000000180025095e-35
decision_type=10 8 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0038450900998273294 0.013606873024664741 -0.0045452034912466296 -0.034698367715624165
leaf_weight=2289.2718919590116 878.64642971009016 2209.9693704843521 260.13964744284749
leaf_count=12819 4175 15007 3658
internal_value=0 -0.00216633 -0.00858763
internal_weight=5638.03 4759.38 2470.11
internal_count=35659 31484 18665
is_linear=0
shrinkage=0.0856675


Tree=51
num_leaves=4
num_cat=0
split_feature=0 12 15
split_gain=26.1089 20.6763 18.8821
threshold=4410.0000000000009 0.77045000000000008 15482.535000000002
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0013689172553380251 -0.019102968559203268 -3.7870392772825672e-06 0.017949256460507518
leaf_weight=2683.851304885 650.3543802946806 1550.1798700243235 744.69915394857526
leaf_count=17153 4574 10105 3762
internal_value=0.000581954 -0.00626129 0.00558756
internal_weight=5629.08 2200.53 3428.55
internal_count=35594 14679 20915
is_linear=0
shrinkage=0.0856675


Tree=52
num_leaves=4
num_cat=0
split_feature=0 2 3
split_gain=24.6694 20.4835 18.557
threshold=7300.0000000000009 42.158350000000006 0.63895000000000013
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0045396002856874108 -0.022532277836386776 -2.4687191991457162e-05 0.0067380164143971254
leaf_weight=1365.1510312408209 570.35784866660833 421.57628352940083 3276.9034276641905
leaf_count=9253 4553 2510 19386
internal_value=0 -0.0118689 0.00296743
internal_weight=5633.99 991.934 4642.05
internal_count=35702 7063 28639
is_linear=0
shrinkage=0.0856675


Tree=53
num_leaves=4
num_cat=0
split_feature=5 28 3
split_gain=26.2528 31.4522 21.101
threshold=10.500000000000002 1.0000000180025095e-35 0.61555000000000015
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-1.6925398023339877e-06 -0.0011615499847210155 -0.022210127851876392 0.012970521279506906
leaf_weight=2365.03503055498 947.80389284715056 579.12270359322429 1744.1604758538306
leaf_count=13911 6043 6150 9529
internal_value=0.000795182 -0.00436048 0.00721283
internal_weight=5636.12 2944.16 2691.96
internal_count=35633 20061 15572
is_linear=0
shrinkage=0.0856675


Tree=54
num_leaves=4
num_cat=0
split_feature=16 16 12
split_gain=24.0587 44.701 27.4801
threshold=1.0000000180025095e-35 6.5000000000000009 0.86445000000000005
decision_type=10 10 10
left_child=-1 -2 -3
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leaf_value=0.0039288524633803263 -0.013471767088960196 0.00012894802450376169 0.055024362797139743
leaf_weight=3543.7965781763196 1800.7727734558284 202.55044685676694 104.51686027273536
leaf_count=19360 14956 1006 448
internal_value=0 -0.00759692 0.0198921
internal_weight=5651.64 2107.84 307.067
internal_count=35770 16410 1454
is_linear=0
shrinkage=0.0856675


Tree=55
num_leaves=4
num_cat=0
split_feature=0 21 12
split_gain=24.7964 21.5188 30.6085
threshold=6650.0000000000009 4788.1250000000009 0.87285000000000013
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=9.0135960974221344e-07 -0.010725587289481775 3.6422750294000368e-05 0.029543736921920045
leaf_weight=3425.517052706331 1225.4264413416386 510.53806223720312 482.5746629498899
leaf_count=22444 8568 2427 2280
internal_value=0 0.00303292 0.0141232
internal_weight=5644.06 4418.63 993.113
internal_count=35719 27151 4707
is_linear=0
shrinkage=0.0856675


Tree=56
num_leaves=4
num_cat=0
split_feature=22 6 0
split_gain=26.0449 26.7898 22.0046
threshold=28.205000000000002 1682.9800000000002 2040.0000000000002
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-8.281188328577928e-05 0.0034212814428371237 0.00083078382169754321 -0.029766789934910089
leaf_weight=210.89880865439773 4335.2697051167488 538.74836270883679 560.67871238291264
leaf_count=1310 26396 3595 4438
internal_value=0 -0.0103384 -0.0208614
internal_weight=5645.6 1310.33 771.578
internal_count=35739 9343 5748
is_linear=0
shrinkage=0.0856675


Tree=57
num_leaves=4
num_cat=0
split_feature=5 10 28
split_gain=23.4271 21.9222 21.7415
threshold=10.500000000000002 143.65000000000001 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00044122979395595785 0.0091176378054883527 -0.01469220076094235 -0.020176115247753205
leaf_weight=2366.0105337202549 2443.9143653735518 258.32441240549088 567.56664107739925
leaf_count=13977 14383 1229 6127
internal_value=0 0.00605094 -0.00498195
internal_weight=5635.82 2702.24 2933.58
internal_count=35716 15612 20104
is_linear=0
shrinkage=0.0856675


Tree=58
num_leaves=4
num_cat=0
split_feature=5 23 10
split_gain=23.5579 26.3165 20.8612
threshold=10.500000000000002 337.43500000000006 143.65000000000001
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0023315680221107924 0.0090578425436788779 -0.012961670011433392 -0.014080740662738945
leaf_weight=1390.3586550652981 2461.0798997431993 1531.8599497899413 257.03529650717974
leaf_count=7892 14393 12209 1224
internal_value=0 -0.00496698 0.00608414
internal_weight=5640.33 2922.22 2718.12
internal_count=35718 20101 15617
is_linear=0
shrinkage=0.0856675


Tree=59
num_leaves=4
num_cat=0
split_feature=23 13 22
split_gain=18.7823 27.694 38.1013
threshold=25.320000000000004 5.5000000000000009 12.595000000000001
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0012669704760023702 -0.0041193235609827128 -0.0074418594257879547 0.021787016790774241
leaf_weight=692.85828278958797 3190.2001384943724 648.51624925807118 1112.7491619847715
leaf_count=3504 23294 2984 5956
internal_value=0 0.00583512 0.0117759
internal_weight=5644.32 2454.12 1805.61
internal_count=35738 12444 9460
is_linear=0
shrinkage=0.0856675


Tree=60
num_leaves=4
num_cat=0
split_feature=34 12 16
split_gain=18.9382 23.6681 20.0579
threshold=1.3550000000000002 0.89605000000000012 10.500000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0023019151347554163 6.7384503425550044e-05 0.038658011581401357 0.037363166169222653
leaf_weight=4971.0092019699514 367.06131979823112 201.64930153265595 88.693127732723951
leaf_count=33033 1493 684 422
internal_value=0.000108734 0.0151981 -0.00117751
internal_weight=5628.41 568.711 5059.7
internal_count=35632 2177 33455
is_linear=0
shrinkage=0.0856675


Tree=61
num_leaves=4
num_cat=0
split_feature=22 6 19
split_gain=22.5161 23.1118 21.7872
threshold=28.205000000000002 1682.9800000000002 0.59005000000000007
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.019106792342009002 -0.0032685583222883856 0.00098634658362255472 0.0085659771650766683
leaf_weight=760.91320585086942 1651.1776081472635 538.08090919815004 2703.5413708426058
leaf_count=5746 9571 3607 16851
internal_value=0.000289964 -0.00916597 0.00359557
internal_weight=5653.71 1298.99 4354.72
internal_count=35775 9353 26422
is_linear=0
shrinkage=0.0856675


Tree=62
num_leaves=4
num_cat=0
split_feature=23 6 10
split_gain=21.2404 19.121 21.8844
threshold=237.68000000000004 720.0100000000001 49.705000000000005
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0050837846391501374 -0.035040698726348199 -7.3562560699528621e-05 -0.0011249219569959611
leaf_weight=2692.0063687823713 313.0691414475441 2117.9944121148437 512.40634696185589
leaf_count=14063 3235 14809 3597
internal_value=-2.46544e-05 -0.00540999 -0.0165456
internal_weight=5635.48 2943.47 825.475
internal_count=35704 21641 6832
is_linear=0
shrinkage=0.0856675


Tree=63
num_leaves=4
num_cat=0
split_feature=6 17 22
split_gain=19.9529 21.3525 29.2249
threshold=11022.160000000002 1.0000000180025095e-35 76.545000000000016
decision_type=8 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0024467355195699225 0.016699922215165225 -0.018056520966125041 0.0022012551605390092
leaf_weight=3351.6796462759376 500.17846489697695 1083.7073057331145 696.3003314435482
leaf_count=18293 2454 10069 4795
internal_value=0.000114163 -0.00109897 -0.00895074
internal_weight=5631.87 5131.69 1780.01
internal_count=35611 33157 14864
is_linear=0
shrinkage=0.0856675


Tree=64
num_leaves=4
num_cat=0
split_feature=34 35 23
split_gain=21.972 22.6113 18.8557
threshold=1.3750000000000002 5.5150000000000006 25.320000000000004
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0040286423076204732 0.027840151492075822 -0.00049757816715868299 -0.0062762043422583966
leaf_weight=2107.0772114954889 403.47758253663778 149.67263787612319 2961.4366381783038
leaf_count=11173 1458 645 22373
internal_value=0 0.0163489 -0.00157757
internal_weight=5621.66 553.15 5068.51
internal_count=35649 2103 33546
is_linear=0
shrinkage=0.0856675


Tree=65
num_leaves=4
num_cat=0
split_feature=30 29 3
split_gain=18.1563 27.2802 19.6943
threshold=1.0000000180025095e-35 4819.3150000000014 0.63895000000000013
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0043606694323860351 -0.021961596728557051 0.017502699497295434 0.0066138592380079412
leaf_weight=1651.9920584019274 555.51149120181799 106.34693177230656 3314.7346839606762
leaf_count=11320 4835 789 18741
internal_value=0.000406925 -0.0123941 0.00253968
internal_weight=5628.59 661.858 4966.73
internal_count=35685 5624 30061
is_linear=0
shrinkage=0.0856675


Tree=66
num_leaves=4
num_cat=0
split_feature=3 16 24
split_gain=18.6073 20.0518 29.6284
threshold=0.85355000000000014 1.0000000180025095e-35 58.535000000000004
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0018202905779214338 0.0095850475843962529 -0.027228808808594698 -0.00045222100182855515
leaf_weight=2667.2810254618526 1260.5504415538162 505.24039074778557 1193.2394044101238
leaf_count=14883 7232 5253 8274
internal_value=9.45654e-05 -0.00216782 -0.00966344
internal_weight=5626.31 4365.76 1698.48
internal_count=35642 28410 13527
is_linear=0
shrinkage=0.0856675


Tree=67
num_leaves=4
num_cat=0
split_feature=20 12 3
split_gain=17.7758 17.8932 21.0323
threshold=1.5000000000000002 0.77045000000000008 0.58935000000000015
decision_type=10 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0050158265272548701 -0.010444518834402271 -0.0029660781676000498 0.010742052861982578
leaf_weight=1395.0315520484 964.50016437657177 956.7464504558593 2311.1753861121833
leaf_count=8530 8654 6087 12468
internal_value=0 0.00231115 0.00608383
internal_weight=5627.45 4662.95 3267.92
internal_count=35739 27085 18555
is_linear=0
shrinkage=0.0856675


Tree=68
num_leaves=4
num_cat=0
split_feature=16 16 3
split_gain=18.2264 33.798 23.2388
threshold=1.0000000180025095e-35 5.5000000000000009 0.63895000000000013
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0042379409663294374 -0.026523072151529659 0.014884019484461703 -0.002494896506645096
leaf_weight=3551.9107961468399 561.94855061918497 381.01150434464216 1128.4215839449316
leaf_count=19319 5292 1977 9080
internal_value=0.000161938 -0.00581181 -0.0117345
internal_weight=5623.29 2071.38 1690.37
internal_count=35668 16349 14372
is_linear=0
shrinkage=0.0856675


Tree=69
num_leaves=4
num_cat=0
split_feature=36 19 34
split_gain=19.1755 15.2781 21.1819
threshold=1.5000000000000002 0.59005000000000007 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0064191313419318221 -0.024618987370512369 0.0010247544691573665 0.022214432462176512
leaf_weight=1395.3498293757439 224.15159747377038 3566.0600648019463 421.57973113656044
leaf_count=7230 2915 23822 1622
internal_value=0 0.000758845 0.00379928
internal_weight=5607.14 5382.99 3987.64
internal_count=35589 32674 25444
is_linear=0
shrinkage=0.0856675


Tree=70
num_leaves=4
num_cat=0
split_feature=17 31 6
split_gain=15.3948 18.0662 13.9439
threshold=1.0000000180025095e-35 1.0000500000000001 809.5200000000001
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0038084604040536964 -0.0018399841669458252 -0.026142968651690968 0.0066395159148125273
leaf_weight=1281.0872264690697 1646.2257156874985 320.00495254807174 2375.2432248704135
leaf_count=8305 11900 4441 11074
internal_value=-0.000469508 -0.00687576 0.0024031
internal_weight=5622.56 1966.23 3656.33
internal_count=35720 16341 19379
is_linear=0
shrinkage=0.0856675


Tree=71
num_leaves=4
num_cat=0
split_feature=0 26 18
split_gain=17.1364 16.4961 14.7526
threshold=4410.0000000000009 0.65045000000000008 1.5089500000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.006406251056271111 -0.012007334148206443 0.0016350346287488688 -0.0076694009162582939
leaf_weight=2885.237566286698 1398.057331237942 776.1208293735981 551.58360312506557
leaf_count=17325 10654 4086 3618
internal_value=0 -0.0061696 0.00353132
internal_weight=5611 2174.18 3436.82
internal_count=35683 14740 20943
is_linear=0
shrinkage=0.0856675


Tree=72
num_leaves=4
num_cat=0
split_feature=20 12 3
split_gain=13.9932 16.0234 17.2607
threshold=1.5000000000000002 0.78995000000000015 0.61555000000000015
decision_type=10 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0042147576541722116 -0.0092407029054267734 -0.0014756613793105696 0.010572367508533492
leaf_weight=1544.3215244449675 943.689706498757 1021.640863167122 2112.8395512253046
leaf_count=9322 8603 6541 11262
internal_value=0 0.00216106 0.00597407
internal_weight=5622.49 4678.8 3134.48
internal_count=35728 27125 17803
is_linear=0
shrinkage=0.0856675


Tree=73
num_leaves=4
num_cat=0
split_feature=21 29 18
split_gain=15.6207 20.7527 22.3516
threshold=1.0000000180025095e-35 4126.4300000000012 0.99995000000000012
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0001113834101423128 0.0019219353520381639 0.00067685517633216477 -0.044340272588659753
leaf_weight=130.28383858501911 5113.1379306651652 165.22971303202212 208.24798013269901
leaf_count=1288 30476 1304 2645
internal_value=0.000138001 -0.0137538 -0.0270086
internal_weight=5616.9 503.762 338.532
internal_count=35713 5237 3933
is_linear=0
shrinkage=0.0856675


Tree=74
num_leaves=4
num_cat=0
split_feature=30 29 6
split_gain=22.9675 25.464 14.5373
threshold=1.0000000180025095e-35 4819.3150000000014 11022.160000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=4.0015470362737089e-07 -0.024669582301485665 0.011032158882732793 0.016769155759732011
leaf_weight=4543.9591495282948 534.94298720546067 106.74854448251426 431.54370484501123
leaf_count=28165 4804 797 1989
internal_value=0 -0.0154119 0.00176156
internal_weight=5617.19 641.692 4975.5
internal_count=35755 5601 30154
is_linear=0
shrinkage=0.0856675


Tree=75
num_leaves=4
num_cat=0
split_feature=5 21 10
split_gain=17.7918 18.1153 17.73
threshold=10.500000000000002 361.86000000000007 106.78500000000001
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.018535527486476064 0.0088715156137202673 -0.00035465677190103123 -0.0069953695102475885
leaf_weight=565.48277053795755 2186.693771995604 2324.6746744383126 527.2743694446981
leaf_count=5704 13021 14382 2548
internal_value=0 -0.0046446 0.00500885
internal_weight=5604.13 2890.16 2713.97
internal_count=35655 20086 15569
is_linear=0
shrinkage=0.0856675


Tree=76
num_leaves=4
num_cat=0
split_feature=3 23 12
split_gain=13.4492 15.8119 14.3472
threshold=0.71715000000000007 1.0000000180025095e-35 0.67815000000000014
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-3.8141476939979261e-06 -0.0067268416521492642 -0.012269875341104833 0.0064970986317416041
leaf_weight=1249.321162674576 660.32308544591069 1242.3945254161954 2444.6519307028502
leaf_count=6520 4528 10960 13638
internal_value=-0.000338788 -0.00534605 0.00300423
internal_weight=5596.69 2491.72 3104.98
internal_count=35646 17480 18166
is_linear=0
shrinkage=0.0856675


Tree=77
num_leaves=4
num_cat=0
split_feature=16 16 13
split_gain=18.3196 18.0472 19.1793
threshold=10.500000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0023617165457302477 0.027808720060984581 -0.020180488110409265 -4.6894262844400196e-06
leaf_weight=3544.2160140592605 166.46152037754655 628.89545419439673 1260.0765572227538
leaf_count=19329 676 6271 9392
internal_value=0 -0.000798194 -0.00783494
internal_weight=5599.65 5433.19 1888.97
internal_count=35668 34992 15663
is_linear=0
shrinkage=0.0856675


Tree=78
num_leaves=4
num_cat=0
split_feature=0 2 29
split_gain=13.1817 17.5229 15.3612
threshold=7300.0000000000009 58.932750000000006 6500.0900000000011
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00047394824670514321 -0.017682349007213872 0.0025826986918361999 0.027695691471642393
leaf_weight=4465.8390609808266 658.41237259283662 303.32571599073708 164.79052539914846
leaf_count=27627 5307 1728 1040
internal_value=0 -0.00910093 0.0019065
internal_weight=5592.37 961.738 4630.63
internal_count=35702 7035 28667
is_linear=0
shrinkage=0.0856675


Tree=79
num_leaves=4
num_cat=0
split_feature=5 6 10
split_gain=15.2799 15.7923 13.2939
threshold=11.500000000000002 1371.4650000000001 28.525000000000002
decision_type=8 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.033763879513265996 0.0060102410662072345 0.00023195756963764993 -0.0051607784034615892
leaf_weight=193.12258981913328 1922.3749416135252 2235.9166384860873 1255.4394921474159
leaf_count=2386 10971 13621 8789
internal_value=0 -0.00339861 -0.0104481
internal_weight=5606.85 3684.48 1448.56
internal_count=35767 24796 11175
is_linear=0
shrinkage=0.0856675


Tree=80
num_leaves=4
num_cat=0
split_feature=0 22 6
split_gain=14.6044 14.9842 25.0982
threshold=1847.5000000000002 28.205000000000002 1371.4650000000001
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.013073350688971429 -0.022244433831480934 0.0015772738864951253 0.00030403041456069702
leaf_weight=633.04230146855116 575.36037917248905 3860.9024389404804 522.97660042345524
leaf_count=3550 4684 23757 3649
internal_value=0.000685005 -0.000477346 -0.00960032
internal_weight=5592.28 4959.24 1098.34
internal_count=35640 32090 8333
is_linear=0
shrinkage=0.0856675


Tree=81
num_leaves=4
num_cat=0
split_feature=21 0 8
split_gain=13.7613 15.1149 18.4774
threshold=5571.8150000000014 3045.0000000000005 2.5000000000000004
decision_type=10 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0025472358872375886 0.0075772460056998808 -4.2268679575401299e-06 -0.016287266427619129
leaf_weight=1840.9101936817169 1280.4255722425878 1478.3134963158518 985.23867238499224
leaf_count=11705 6293 11622 6019
internal_value=0 -0.00251806 -0.00715601
internal_weight=5584.89 4304.46 2463.55
internal_count=35639 29346 17641
is_linear=0
shrinkage=0.0856675


Tree=82
num_leaves=4
num_cat=0
split_feature=16 16 0
split_gain=15.1554 19.6165 20.0888
threshold=7.5000000000000009 1.0000000180025095e-35 3650.0000000000005
decision_type=10 8 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0015950221808495916 0.019196664958952534 -7.2982732202191892e-06 -0.018502175839726409
leaf_weight=3548.1599110197276 262.93873092904687 918.00464188121259 862.72460014931858
leaf_count=19371 1155 7268 7898
internal_value=-0.000235285 -0.00159469 -0.00912496
internal_weight=5591.83 5328.89 1780.73
internal_count=35692 34537 15166
is_linear=0
shrinkage=0.0856675


Tree=83
num_leaves=4
num_cat=0
split_feature=8 23 2
split_gain=11.9992 14.6852 23.1992
threshold=3.5000000000000004 237.68000000000004 12.818950000000003
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=1.5163168139017748e-05 -0.0061569147240393349 -0.0011576975191317377 0.01858480319734427
leaf_weight=676.32822110876441 1744.3176210075617 2306.8480913285166 857.09121813997626
leaf_count=4057 9318 17914 4424
internal_value=0 0.00238323 0.009076
internal_weight=5584.59 3840.27 1533.42
internal_count=35713 26395 8481
is_linear=0
shrinkage=0.0856675


Tree=84
num_leaves=4
num_cat=0
split_feature=34 12 29
split_gain=14.1009 17.3551 11.5915
threshold=1.0000000180025095e-35 0.89605000000000012 6500.0900000000011
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0028434146806951984 4.8567292275543148e-05 0.032138373802713782 0.015787833545390265
leaf_weight=4726.017894398421 406.85752737522125 209.12581307440996 232.21754730679095
leaf_count=31678 1666 699 1563
internal_value=0 0.0121726 -0.00154117
internal_weight=5574.22 615.983 4958.24
internal_count=35606 2365 33241
is_linear=0
shrinkage=0.0856675


Tree=85
num_leaves=4
num_cat=0
split_feature=0 32 2
split_gain=15.5731 12.8577 10.0696
threshold=7300.0000000000009 5999.4550000000008 58.932750000000006
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00018399383844913179 -0.016588326405731883 0.025435766211232235 -3.008803705111369e-05
leaf_weight=4481.8493600320071 644.11595440097153 159.18033821880817 292.81284825876355
leaf_count=27325 5291 1406 1683
internal_value=-0.000133429 0.00151209 -0.010508
internal_weight=5577.96 4641.03 936.929
internal_count=35705 28731 6974
is_linear=0
shrinkage=0.0856675


Tree=86
num_leaves=4
num_cat=0
split_feature=36 3 23
split_gain=11.4367 16.7648 18.1537
threshold=1.5000000000000002 0.78075000000000017 1095.2300000000002
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0006411768210507077 -0.019424913201659132 0.0065727402099062682 -0.012469712429210286
leaf_weight=2099.6529584024101 214.68447724916041 2229.9224373679608 1031.5784711278975
leaf_count=12250 2929 12119 8427
internal_value=0 0.000584581 -0.00301068
internal_weight=5575.84 5361.15 3131.23
internal_count=35725 32796 20677
is_linear=0
shrinkage=0.0856675


Tree=87
num_leaves=4
num_cat=0
split_feature=30 29 19
split_gain=12.9911 20.9773 17.3037
threshold=1.0000000180025095e-35 4819.3150000000014 0.59005000000000007
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0066448457211831027 -0.020768131275468782 0.011840080730131078 0.0046745444459811982
leaf_weight=1258.1768040005118 518.21802089735866 109.75029134005308 3680.4490713756531
leaf_count=6506 4754 792 23574
internal_value=0 -0.0116859 0.00136365
internal_weight=5566.59 627.968 4938.63
internal_count=35626 5546 30080
is_linear=0
shrinkage=0.0856675


Tree=88
num_leaves=4
num_cat=0
split_feature=29 30 19
split_gain=10.4054 17.472 12.2758
threshold=6500.0900000000011 1.0000000180025095e-35 0.59005000000000007
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.005441773557498056 0.017728542619626732 -0.014928845934686763 0.0041131942636788736
leaf_weight=1239.4547915682197 242.40512168966234 541.09046407788992 3560.6831683721393
leaf_count=6394 1587 4989 22772
internal_value=0.000361775 -3.93505e-05 0.0012069
internal_weight=5583.63 5341.23 4800.14
internal_count=35742 34155 29166
is_linear=0
shrinkage=0.0856675


Tree=89
num_leaves=4
num_cat=0
split_feature=22 10 23
split_gain=13.2947 16.8698 15.1984
threshold=28.205000000000002 143.65000000000001 1566.6850000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-7.8759851828986599e-06 0.0047493285695119018 -0.013360927670213973 -0.019036725048146127
leaf_weight=771.28136070631444 3949.4562347512692 368.67269134521484 487.56641073152423
leaf_count=4227 24547 1786 5132
internal_value=8.94605e-05 0.00271035 -0.00722536
internal_weight=5576.98 4318.13 1258.85
internal_count=35692 26333 9359
is_linear=0
shrinkage=0.0856675


Tree=90
num_leaves=4
num_cat=0
split_feature=20 33 12
split_gain=10.5383 15.0015 12.2823
threshold=1.0000000180025095e-35 831.50000000000011 0.78995000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0039922484744461979 -0.0019839150246153086 -0.032070214639942099 0.0058482533158334439
leaf_weight=1221.770343452692 1648.9052185080945 157.71801975741982 2548.2498297505081
leaf_count=6537 13704 2838 12630
internal_value=-8.12007e-05 -0.00579309 0.00210072
internal_weight=5576.64 1806.62 3770.02
internal_count=35709 16542 19167
is_linear=0
shrinkage=0.0856675


Tree=91
num_leaves=4
num_cat=0
split_feature=16 16 7
split_gain=11.3032 19.8402 17.116
threshold=5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0022800218290111034 0.00011258769322264175 -0.0089178180083600549 0.029582317505630132
leaf_weight=3540.9657168667763 153.34969376772642 1645.9208178911358 231.63221406005323
leaf_count=19310 840 14361 1131
internal_value=0 -0.000870202 0.0142734
internal_weight=5571.87 5186.89 384.982
internal_count=35642 33671 1971
is_linear=0
shrinkage=0.0856675


Tree=92
num_leaves=4
num_cat=0
split_feature=19 34 18
split_gain=9.09281 17.6434 16.6421
threshold=0.59005000000000007 1.3050000000000004 1.0768500000000001
decision_type=8 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.006087866515857035 4.51625886942563e-07 0.034344728331652835 0.00015992457956144079
leaf_weight=1422.8534078020602 3752.91256551072 222.65379820764065 188.56193933449686
leaf_count=7715 26487 783 791
internal_value=0 0.00182575 0.0186133
internal_weight=5586.98 4164.13 411.216
internal_count=35776 28061 1574
is_linear=0
shrinkage=0.0856675


Tree=93
num_leaves=4
num_cat=0
split_feature=36 19 3
split_gain=13.3013 11.3482 13.984
threshold=1.5000000000000002 0.59005000000000007 0.73375000000000012
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0043913914677695433 -0.020004934767055147 -0.00021940339253898538 0.0089639421701062268
leaf_weight=1369.9668199848384 208.23614343628287 1839.5869826599956 2156.9178287852556
leaf_count=7198 2933 13197 12369
internal_value=0.000431856 0.00162304 0.00421183
internal_weight=5574.71 5366.47 3996.5
internal_count=35697 32764 25566
is_linear=0
shrinkage=0.0856675


Tree=94
num_leaves=4
num_cat=0
split_feature=0 12 18
split_gain=11.0611 13.3269 13.1064
threshold=4410.0000000000009 0.67815000000000014 1.5089500000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0060775684441898995 -0.020021192650252404 -0.00021385731114530678 -0.0071993407531116983
leaf_weight=2896.7380363792181 346.346614446491 1773.4345161095262 541.12666938826442
leaf_count=17339 2865 11817 3596
internal_value=1.02317e-05 -0.00445066 0.00337232
internal_weight=5557.65 2119.78 3437.86
internal_count=35617 14682 20935
is_linear=0
shrinkage=0.0856675


Tree=95
num_leaves=4
num_cat=0
split_feature=16 37 16
split_gain=9.22987 17.4086 13.2512
threshold=5.5000000000000009 1.2650000000000003 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0011818644532169684 0.02599768667065774 -0.0018529528446092067 -0.0078294954223166804
leaf_weight=3549.5570722408593 274.13633862510324 117.18937878683209 1637.0684540718794
leaf_count=19363 1509 472 14378
internal_value=0 0.0122865 -0.00125899
internal_weight=5577.95 391.326 5186.63
internal_count=35722 1981 33741
is_linear=0
shrinkage=0.0856675


Tree=96
num_leaves=4
num_cat=0
split_feature=0 13 18
split_gain=10.261 14.8123 14.9018
threshold=4050.0000000000005 5.5000000000000009 1.5089500000000002
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0085879364055070385 -0.0050221690153471671 -0.0093680526716224365 -0.0064789894141673516
leaf_weight=2307.1376338135451 2284.425909249112 532.29122315347195 445.1694797091186
leaf_count=14281 15788 2659 2974
internal_value=-0.000299301 0.00234733 0.00538248
internal_weight=5569.02 3284.6 2752.31
internal_count=35702 19914 17255
is_linear=0
shrinkage=0.0856675


Tree=97
num_leaves=4
num_cat=0
split_feature=20 34 16
split_gain=9.38671 12.0697 18.3986
threshold=1.5000000000000002 1.3550000000000002 4.5000000000000009
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0011340659705550895 -0.0080805086394663498 0.015451807642426494 0.027927327420792285
leaf_weight=4070.6980250086635 922.56667916662991 403.5362781919539 163.39585296995938
leaf_count=24819 8611 1385 840
internal_value=0 0.00135028 3.42154e-07
internal_weight=5560.2 4637.63 4234.09
internal_count=35655 27044 25659
is_linear=0
shrinkage=0.0856675


Tree=98
num_leaves=4
num_cat=0
split_feature=5 3 21
split_gain=10.9433 14.5309 12.585
threshold=10.500000000000002 0.85355000000000014 639.43500000000006
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0083937179641276026 0.003334685617912721 -0.006964260557609089 0.013015609956261597
leaf_weight=2050.0547575205564 2707.3019362390041 258.00271180644631 540.84309511817992
leaf_count=15189 15602 2223 2677
internal_value=-0.000150805 -0.00419982 0.00392482
internal_weight=5556.2 2848.9 798.846
internal_count=35691 20089 4900
is_linear=0
shrinkage=0.0856675


Tree=99
num_leaves=4
num_cat=0
split_feature=22 31 34
split_gain=13.5148 13.997 12.4459
threshold=28.205000000000002 1.0321500000000003 1.0000000180025095e-35
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0028685778930347453 0.00016805578432781186 -0.037216708372478834 0.016876228232620114
leaf_weight=1131.0903591997921 3926.5006646811962 122.17441968247294 388.69233934767544
leaf_count=7173 24941 2161 1439
internal_value=0 -0.00792706 0.00216551
internal_weight=5568.46 1253.26 4315.19
internal_count=35714 9334 26380
is_linear=0
shrinkage=0.0856675


Tree=100
num_leaves=4
num_cat=0
split_feature=21 3 22
split_gain=9.82862 14.7087 12.6306
threshold=1222.0250000000003 0.78075000000000017 23.375000000000004
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.014185205593248743 -0.00088798687199232308 0.0099584819490378985 -2.5580551933225121e-06
leaf_weight=693.47772878594697 2085.894727833569 1320.094621008262 1473.3252617735416
leaf_count=5641 12732 6223 11139
internal_value=0 0.00270147 -0.00466679
internal_weight=5572.79 3405.99 2166.8
internal_count=35735 18955 16780
is_linear=0
shrinkage=0.0856675


Tree=101
num_leaves=4
num_cat=0
split_feature=23 13 22
split_gain=8.9113 17.4219 20.3878
threshold=337.43500000000006 5.5000000000000009 12.595000000000001
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0019081474170555785 -0.0038661755355318041 -0.0066786401223820624 0.014018237261149116
leaf_weight=684.64820050820708 2751.5060825441033 765.65654679387808 1345.7623454984277
leaf_count=3502 20759 3721 7661
internal_value=-5.58444e-05 0.00294321 0.00761117
internal_weight=5547.57 2796.07 2030.41
internal_count=35643 14884 11163
is_linear=0
shrinkage=0.0856675


Tree=102
num_leaves=4
num_cat=0
split_feature=21 26 24
split_gain=8.01595 12.0655 15.0205
threshold=5571.8150000000014 0.43935000000000007 109.30500000000002
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0019810292287559066 -0.0054019000057285195 0.020890333799833818 3.2001761680609427e-05
leaf_weight=4275.7666369173676 286.78681976534426 530.04552626051009 460.16372007504106
leaf_count=29312 1669 2699 1951
internal_value=0 0.00573099 0.0110894
internal_weight=5552.76 1277 990.209
internal_count=35631 6319 4650
is_linear=0
shrinkage=0.0856675


Tree=103
num_leaves=4
num_cat=0
split_feature=0 12 3
split_gain=10.9143 10.3112 13.8148
threshold=4050.0000000000005 0.77045000000000008 0.82495000000000007
decision_type=8 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0031985649871317523 -0.022664934175125558 -2.5150317506692003e-06 -5.1849980303835304e-05
leaf_weight=3283.9518997520208 433.55241276323795 1620.7304816041142 215.8951182551682
leaf_count=19908 3513 10796 1440
internal_value=0 -0.00452158 -0.0136914
internal_weight=5554.13 2270.18 649.448
internal_count=35657 15749 4953
is_linear=0
shrinkage=0.0856675


Tree=104
num_leaves=4
num_cat=0
split_feature=5 21 0
split_gain=10.3158 12.0743 16.8546
threshold=11.500000000000002 2485.9350000000004 3045.0000000000005
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-5.8954249260782204e-06 0.0050464553253304371 0.0018031163889636538 -0.015106391300885539
leaf_weight=1003.9276212584227 1899.7390398662537 1614.4991861972958 1024.9262780128047
leaf_count=6985 10889 8947 8834
internal_value=0 -0.00273392 -0.00737947
internal_weight=5543.09 3643.35 2028.85
internal_count=35655 24766 15819
is_linear=0
shrinkage=0.0856675


Tree=105
num_leaves=4
num_cat=0
split_feature=3 4 0
split_gain=11.5094 14.4865 14.8086
threshold=0.61555000000000015 96.715000000000018 4050.0000000000005
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-5.0212832833134464e-06 0.0021389046125000265 -6.3234275764928225e-05 -0.034575572238211796
leaf_weight=1109.3409039415419 3994.5419304203242 213.36534155532718 233.66027290094644
leaf_count=7332 24279 1730 2319
internal_value=0 -0.00651479 -0.019598
internal_weight=5550.91 1556.37 447.026
internal_count=35660 11381 4049
is_linear=0
shrinkage=0.0856675


Tree=106
num_leaves=4
num_cat=0
split_feature=22 6 0
split_gain=10.2139 13.965 12.5784
threshold=28.205000000000002 1682.9800000000002 2040.0000000000002
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-5.8369170198543399e-05 0.0014423501115872212 -1.1593130103373567e-05 -0.022759161087308587
leaf_weight=202.91823815740645 4320.1804586257786 520.03240872919559 502.14872829429805
leaf_count=1294 26394 3577 4440
internal_value=-0.000119762 -0.00733378 -0.0154409
internal_weight=5545.28 1225.1 705.067
internal_count=35705 9311 5734
is_linear=0
shrinkage=0.0856675


Tree=107
num_leaves=4
num_cat=0
split_feature=5 3 22
split_gain=8.37922 11.6906 12.6181
threshold=11.500000000000002 0.73375000000000012 117.89500000000002
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.014642249527824232 0.0038759381192804321 -1.219711230095785e-06 -1.9920850864461827e-05
leaf_weight=984.79746733419597 1913.9745701961219 2270.4697152208537 363.87083876878023
leaf_count=9069 10952 13795 1829
internal_value=-0.000255321 -0.00302108 -0.00937997
internal_weight=5533.11 3619.14 1348.67
internal_count=35645 24693 10898
is_linear=0
shrinkage=0.0856675


Tree=108
num_leaves=4
num_cat=0
split_feature=30 22 10
split_gain=7.34202 17.1534 7.96459
threshold=1.0000000180025095e-35 54.095000000000006 143.65000000000001
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0027955346015817988 -0.026842675667554428 -1.5507616076690327e-05 -0.0083032044471664391
leaf_weight=4466.951102938503 235.62918672338128 378.43244154192507 463.24880781769753
leaf_count=27839 2842 2754 2267
internal_value=0 -0.00856344 0.00132344
internal_weight=5544.26 614.062 4930.2
internal_count=35702 5596 30106
is_linear=0
shrinkage=0.0856675


Tree=109
num_leaves=4
num_cat=0
split_feature=8 2 23
split_gain=10.3305 13.3362 14.942
threshold=2.5000000000000004 10.745650000000001 930.70500000000004
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0026820771320937853 -0.0034354925255469216 0.016463226491594263 6.4842025863468434e-06
leaf_weight=1018.4862524224445 2439.7227555811405 911.81813606806099 1180.5007527433336
leaf_count=8264 13584 5176 8694
internal_value=0.000300253 0.00390522 0.00811749
internal_weight=5550.53 3110.81 2092.32
internal_count=35718 22134 13870
is_linear=0
shrinkage=0.0856675


Tree=110
num_leaves=4
num_cat=0
split_feature=24 23 20
split_gain=8.04867 9.33847 13.5717
threshold=271.38000000000005 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0051797157138001836 -0.014796987553574267 -6.1579511581330077e-07 -0.015446887333862246
leaf_weight=2111.1778989359736 261.77643356472254 2706.4500861503184 469.28422075882554
leaf_count=10420 1226 18220 5828
internal_value=0 0.000460048 -0.00201752
internal_weight=5548.69 5286.91 3175.73
internal_count=35694 34468 24048
is_linear=0
shrinkage=0.0856675


Tree=111
num_leaves=4
num_cat=0
split_feature=36 8 9
split_gain=13.9334 11.2344 11.7452
threshold=1.5000000000000002 3.5000000000000004 98.225000000000009
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0035915803621832305 -0.022242725069831919 -0.008187314412632556 0.010794255399439153
leaf_weight=3658.4517929349095 200.05537653528154 1484.9610359948128 198.20039449632168
leaf_count=23873 2921 7847 1072
internal_value=0 0.000588436 -0.00468866
internal_weight=5541.67 5341.61 1683.16
internal_count=35713 32792 8919
is_linear=0
shrinkage=0.0856675


Tree=112
num_leaves=4
num_cat=0
split_feature=0 23 15
split_gain=7.34133 10.6561 12.7651
threshold=7300.0000000000009 20501.470000000005 21419.955000000005
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.00086816518599078306 -0.0063992904512200719 -0.013435194713295701 0.015481750103845214
leaf_weight=3792.4345330782235 922.43316932581365 261.08379964716733 570.55626558326185
leaf_count=23918 7015 2137 2635
internal_value=0.000108137 0.0018624 0.00326538
internal_weight=5546.51 4624.07 4362.99
internal_count=35705 28690 26553
is_linear=0
shrinkage=0.0856675


Tree=113
num_leaves=4
num_cat=0
split_feature=16 16 34
split_gain=7.91272 12.3799 16.7576
threshold=5.5000000000000009 2.5000000000000004 1.3550000000000002
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0012232240367224174 0.0114489625670426 -0.014806306521670172 0.018331470492606146
leaf_weight=4361.7649983083829 394.82845783047378 438.80909324344248 343.61300041154027
leaf_count=28454 1982 3961 1253
internal_value=0 -0.00107414 -2.182e-07
internal_weight=5539.02 5144.19 4705.38
internal_count=35650 33668 29707
is_linear=0
shrinkage=0.0856675


Tree=114
num_leaves=4
num_cat=0
split_feature=5 15 19
split_gain=8.58105 13.7213 13.0815
threshold=11.500000000000002 4678.8400000000011 2.6782500000000007
decision_type=8 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.014939071163852903 0.0048004583441427062 0.00071636925356354127 0.00066651885203664019
leaf_weight=956.87158955819905 1924.9997767377645 2401.0991034517065 267.54814186692238
leaf_count=7570 10981 15359 1828
internal_value=0 -0.00226099 -0.00980803
internal_weight=5550.52 3625.52 1224.42
internal_count=35738 24757 9398
is_linear=0
shrinkage=0.0856675


Tree=115
num_leaves=4
num_cat=0
split_feature=19 34 35
split_gain=6.89971 13.223 10.9243
threshold=0.59005000000000007 1.0000000180025095e-35 6.0650000000000004
decision_type=8 10 8
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0046662356332734991 5.5038645962521774e-07 0.024049758037567346 0.00029892238406630764
leaf_weight=1403.9075243733823 3695.9061979455873 339.08244255185127 88.740608558058739
leaf_count=7710 26311 1242 392
internal_value=7.7985e-05 0.00220362 0.0164939
internal_weight=5527.64 4123.73 427.823
internal_count=35655 27945 1634
is_linear=0
shrinkage=0.0856675


Tree=116
num_leaves=4
num_cat=0
split_feature=3 4 19
split_gain=6.77153 10.1176 9.44112
threshold=0.61555000000000015 96.715000000000018 0.23530000000000004
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-3.6918698253885081e-06 -0.0048335337508782408 -0.015698801690520379 0.0044639209209995931
leaf_weight=1111.7562984023243 901.15877070091665 446.15151255019009 3089.9649804495275
leaf_count=7341 5527 4092 18813
internal_value=0 -0.00481769 0.00183642
internal_weight=5549.03 1557.91 3991.12
internal_count=35773 11433 24340
is_linear=0
shrinkage=0.0856675


Tree=117
num_leaves=4
num_cat=0
split_feature=2 8 20
split_gain=7.40292 13.8703 12.5689
threshold=10.745650000000001 1.5000000000000002 2.5000000000000004
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-2.5778642885456124e-06 0.009703274523980324 -0.00056828696019966336 -0.021097253180326039
leaf_weight=1442.0929836146533 1299.6652319356799 2520.9190145228058 278.41612259391695
leaf_count=9988 9085 14048 2620
internal_value=0 0.00237837 -0.00435604
internal_weight=5541.09 3820.58 1720.51
internal_count=35741 23133 12608
is_linear=0
shrinkage=0.0856675


Tree=118
num_leaves=4
num_cat=0
split_feature=0 6 22
split_gain=6.15406 7.9054 9.07833
threshold=1847.5000000000002 1113.3350000000003 28.205000000000002
decision_type=10 10 8
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0080782568203656147 -0.015709975305781849 0.0016634540694225786 -0.00049198354178273411
leaf_weight=647.30650250427425 480.7765247952193 2821.4223910206929 1582.085027994588
leaf_count=3583 4120 17220 10752
internal_value=0 -0.000747959 -0.00506247
internal_weight=5531.59 4884.28 2062.86
internal_count=35675 32092 14872
is_linear=0
shrinkage=0.0856675


Tree=119
num_leaves=4
num_cat=0
split_feature=23 25 22
split_gain=7.30186 12.0229 17.0709
threshold=237.68000000000004 5.5000000000000009 12.595000000000001
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=2.7736174820376722e-05 -0.0036576283200897928 -0.0011039633250183813 0.01839793495953224
leaf_weight=397.41810593754053 2845.4696379844099 1617.8294472359121 670.33226716332138
leaf_count=2088 21605 8180 3824
internal_value=-0.000316371 0.00244231 0.00977527
internal_weight=5531.05 2685.58 1067.75
internal_count=35697 14092 5912
is_linear=0
shrinkage=0.0856675


Tree=120
num_leaves=4
num_cat=0
split_feature=27 14 5
split_gain=7.07945 30.3221 10.9358
threshold=0.46465000000000006 1.0000000180025095e-35 8.5000000000000018
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=7.745029016698298e-06 -0.00045339608184763073 0.00093347688855206779 0.075708949108798176
leaf_weight=814.53655077889562 4622.0227716844529 41.30415812227875 60.531245610676706
leaf_count=6018 28815 469 365
internal_value=0.000493337 0.00754711 0.0513582
internal_weight=5538.39 916.372 101.835
internal_count=35667 6852 834
is_linear=0
shrinkage=0.0856675


Tree=121
num_leaves=4
num_cat=0
split_feature=32 21 22
split_gain=7.107 10.3264 14.7329
threshold=19240.335000000003 1.0000000180025095e-35 76.545000000000016
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.026209192355014271 0.025989413293550055 -1.8007273413347819e-07 -4.6306575289090325e-05
leaf_weight=273.11241637729108 67.67643441259861 5021.3211528584361 163.39413600042462
leaf_count=3741 554 30229 1129
internal_value=-0.00021079 -0.000929415 -0.0135376
internal_weight=5525.5 5457.83 436.507
internal_count=35653 35099 4870
is_linear=0
shrinkage=0.0856675


Tree=122
num_leaves=4
num_cat=0
split_feature=29 30 16
split_gain=6.25122 17.0506 11.2513
threshold=4819.3150000000014 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00062738131725571539 0.02287006393953098 -0.015835545483892256 0.00016191973033045798
leaf_weight=4738.7810763185844 240.93884643167257 494.65770020335913 66.412422399967909
leaf_count=28796 1421 4786 693
internal_value=0 -0.000532543 0.0119621
internal_weight=5540.79 5233.44 307.351
internal_count=35696 33582 2114
is_linear=0
shrinkage=0.0856675


Tree=123
num_leaves=4
num_cat=0
split_feature=16 16 0
split_gain=7.68256 14.6025 14.6691
threshold=3.5000000000000004 1.0000000180025095e-35 3650.0000000000005
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0015248721820211911 0.0090818376745318025 -8.4868469601232474e-06 -0.017810969934586151
leaf_weight=3530.613683687523 632.9108996456489 709.61057814210653 662.03935257159173
leaf_count=19276 4075 5763 6556
internal_value=0 -0.000896398 -0.00865246
internal_weight=5535.17 4902.26 1371.65
internal_count=35670 31595 12319
is_linear=0
shrinkage=0.0856675


Tree=124
num_leaves=4
num_cat=0
split_feature=36 27 13
split_gain=6.52778 8.27713 9.97734
threshold=1.5000000000000002 0.73275000000000012 2.5000000000000004
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.019325644027223081 -0.014977093342362753 -0.0002860810696838997 1.3362896204360723e-05
leaf_weight=364.96814360842109 195.39419438689947 4422.5680751157925 550.10853508114815
leaf_count=3105 2934 26285 3380
internal_value=0 0.000801311 0.008338
internal_weight=5533.04 5337.64 915.077
internal_count=35704 32770 6485
is_linear=0
shrinkage=0.0856675


Tree=125
num_leaves=4
num_cat=0
split_feature=24 21 22
split_gain=6.75535 11.1912 7.83114
threshold=271.38000000000005 5571.8150000000014 54.095000000000006
decision_type=10 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0013093767084108535 -0.013625256522728198 3.6129351840035201e-05 0.012494053786150101
leaf_weight=4134.4759175395593 261.08517195656896 280.32692788913846 850.73186271265149
leaf_count=28737 1225 1601 4087
internal_value=0 0.000329357 0.00816604
internal_weight=5526.62 5265.53 1131.06
internal_count=35650 34425 5688
is_linear=0
shrinkage=0.0856675


Tree=126
num_leaves=4
num_cat=0
split_feature=3 19 14
split_gain=6.46749 8.84186 12.407
threshold=0.61555000000000015 0.23530000000000004 4.5000000000000009
decision_type=8 8 8
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0048706108746943613 -0.005947664266545684 0.0081473770235368694 -0.0016793250763168799
leaf_weight=1553.1623578239232 709.42472474463284 2075.3059989698231 1191.9431779198349
leaf_count=11444 4011 11582 8670
internal_value=0 0.00162826 0.00391923
internal_weight=5529.84 3976.67 3267.25
internal_count=35707 24263 20252
is_linear=0
shrinkage=0.0856675


Tree=127
num_leaves=4
num_cat=0
split_feature=5 2 10
split_gain=8.39739 6.84395 6.52244
threshold=11.500000000000002 12.818950000000003 143.65000000000001
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0070402206392406541 0.0068128738616248068 -1.0893895777029258e-06 -0.005459889837762715
leaf_weight=1481.0668949075043 1726.731742975302 2125.2633141260594 195.78707826137543
leaf_count=11385 10011 13357 932
internal_value=0 -0.00254003 0.00446249
internal_weight=5528.85 3606.33 1922.52
internal_count=35685 24742 10943
is_linear=0
shrinkage=0.0856675


Tree=128
num_leaves=4
num_cat=0
split_feature=3 21 23
split_gain=5.4564 12.2267 8.02063
threshold=0.85355000000000014 2177.9950000000003 1835.2300000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00023566135055463238 7.2917239672878246e-06 0.015250757098227305 -0.0074592349550883187
leaf_weight=3057.9452395895496 735.29995257593691 515.99205051921308 1217.8190274992958
leaf_count=18471 4973 2257 9936
internal_value=0 0.00495883 -0.00146668
internal_weight=5527.06 1251.29 4275.76
internal_count=35637 7230 28407
is_linear=0
shrinkage=0.0856675


Tree=129
num_leaves=4
num_cat=0
split_feature=5 28 19
split_gain=6.11879 8.90478 11.4106
threshold=11.500000000000002 1.0000000180025095e-35 0.59005000000000007
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0080757124846765286 0.0038896383885768764 -0.011218753089726455 0.0034285391664013449
leaf_weight=910.05014967918396 1925.838281063363 641.75326523091644 2054.8684892319143
leaf_count=4905 10952 7314 12526
internal_value=0 -0.00208723 -6.41768e-07
internal_weight=5532.51 3606.67 2964.92
internal_count=35697 24745 17431
is_linear=0
shrinkage=0.0856675


Tree=130
num_leaves=4
num_cat=0
split_feature=23 6 19
split_gain=5.71845 9.41069 11.0562
threshold=237.68000000000004 809.5200000000001 2.0983500000000004
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0022582393904363829 -0.017330145001343309 -1.320385922375833e-06 -2.8021016698279259e-05
leaf_weight=2681.9730649292469 593.16428599040955 1966.2584479264915 271.92344576213509
leaf_count=14072 5501 14082 2006
internal_value=-0.000146228 -0.00316515 -0.0106011
internal_weight=5513.32 2831.35 865.088
internal_count=35661 21589 7507
is_linear=0
shrinkage=0.0856675


Tree=131
num_leaves=4
num_cat=0
split_feature=21 3 29
split_gain=6.29173 8.39023 6.26621
threshold=8049.2300000000005 0.61555000000000015 2496.4650000000006
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0099476334128799811 0.007039201320614581 0.0010197335662211426 -3.5618152133361122e-05
leaf_weight=1069.1853741472587 895.76643153652549 3407.0338444188237 152.63975800666958
leaf_count=8577 4203 21668 1209
internal_value=0.000223222 -0.000644572 -0.00699741
internal_weight=5524.63 4628.86 1221.83
internal_count=35657 31454 9786
is_linear=0
shrinkage=0.0856675


Tree=132
num_leaves=4
num_cat=0
split_feature=8 9 9
split_gain=5.89908 9.83035 16.898
threshold=3.5000000000000004 98.225000000000009 97.205000000000013
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.002443919409943865 -0.0017283789335379913 0.010145831276507341 -0.032137781751583883
leaf_weight=3819.9396171681583 1314.9352584127337 214.76681867055595 181.65185113623738
leaf_count=26451 6891 1250 1175
internal_value=0.000231048 -0.00347959 -0.00685277
internal_weight=5531.29 1711.35 1496.59
internal_count=35767 9316 8066
is_linear=0
shrinkage=0.0856675


Tree=133
num_leaves=4
num_cat=0
split_feature=5 4 10
split_gain=6.80914 10.0591 9.56269
threshold=10.500000000000002 96.325000000000003 143.65000000000001
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=5.1694963703903791e-05 0.0040334211458294732 -0.0088572849488503282 -0.01229971441673082
leaf_weight=1290.5395644251257 2466.0132330153137 1515.0103034973145 249.96248867362738
leaf_count=8031 14385 12105 1217
internal_value=-0.000798472 -0.00401135 0.00174784
internal_weight=5521.53 2805.55 2715.98
internal_count=35738 20136 15602
is_linear=0
shrinkage=0.0856675


Tree=134
num_leaves=4
num_cat=0
split_feature=5 4 17
split_gain=5.68713 8.47422 10.7394
threshold=9.5000000000000018 92.995000000000019 2.5000000000000004
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0019307066000615225 0.0013138137105760137 -0.011410848516735335 0.0029741132277337269
leaf_weight=626.49267295561731 3317.2084882939234 1332.2238382035866 244.80763533804566
leaf_count=3806 19347 10260 2311
internal_value=-0.00047046 -0.00410783 -0.00784083
internal_weight=5520.73 2203.52 1577.03
internal_count=35724 16377 12571
is_linear=0
shrinkage=0.0856675


Tree=135
num_leaves=4
num_cat=0
split_feature=23 14 22
split_gain=6.13838 10.8296 47.1511
threshold=237.68000000000004 1.0000000180025095e-35 18.155000000000005
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.00053936408939727482 -0.0027986073846451897 -0.0019184681785787969 0.031298556274714659
leaf_weight=1544.1751792822033 2829.9031068682671 685.39044720120728 451.8623259421438
leaf_count=8574 21669 3550 1931
internal_value=0 0.00291839 0.0094544
internal_weight=5511.33 2681.43 1137.25
internal_count=35724 14055 5481
is_linear=0
shrinkage=0.0856675


Tree=136
num_leaves=4
num_cat=0
split_feature=16 35 16
split_gain=5.67781 9.7511 9.43385
threshold=5.5000000000000009 2.8350000000000004 1.0000000180025095e-35
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00072601731813409635 0.018700360790345542 0.00011672759120681623 -0.006873993846053382
leaf_weight=3516.0812675366178 299.7655655760318 97.708414664492011 1585.8136258982122
leaf_count=19304 1608 382 14370
internal_value=-8.62716e-05 0.00922039 -0.00122601
internal_weight=5499.37 397.474 5101.89
internal_count=35664 1990 33674
is_linear=0
shrinkage=0.0856675


Tree=137
num_leaves=4
num_cat=0
split_feature=22 3 4
split_gain=4.58638 10.6835 8.12278
threshold=28.205000000000002 0.81025000000000014 92.995000000000019
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-3.614196600899318e-05 0.00072905150078856999 0.00064546274562663863 -0.020365827489736119
leaf_weight=270.66561288014054 4287.0721019161865 531.84686061739922 406.74309904780239
leaf_count=1841 26291 3848 3652
internal_value=-0.000173037 -0.00510142 -0.0127089
internal_weight=5496.33 1209.26 677.409
internal_count=35632 9341 5493
is_linear=0
shrinkage=0.0856675


Tree=138
num_leaves=4
num_cat=0
split_feature=24 23 19
split_gain=6.17084 7.74268 6.92812
threshold=271.38000000000005 237.68000000000004 0.59005000000000007
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=6.393100089074187e-06 -0.012210205019058028 -0.0013691626380910094 0.0084571402528809906
leaf_weight=904.55967051722109 256.44781300425529 2817.7411597352475 1523.2005959860981
leaf_count=4523 1226 21587 8319
internal_value=0.00012289 0.00113032 0.00489535
internal_weight=5501.95 5245.5 2427.76
internal_count=35655 34429 12842
is_linear=0
shrinkage=0.0856675


Tree=139
num_leaves=4
num_cat=0
split_feature=24 21 26
split_gain=5.5642 7.28393 18.3079
threshold=271.38000000000005 8049.2300000000005 0.43935000000000007
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=2.988794544916821e-07 -0.010931757408907661 -0.00766417292607345 0.017655016872784066
leaf_weight=4475.7413714090362 260.95799089223146 182.15589197725058 597.91419172100723
leaf_count=30749 1241 1025 2691
internal_value=0.000434585 0.00140223 0.00902853
internal_weight=5516.77 5255.81 780.07
internal_count=35706 34465 3716
is_linear=0
shrinkage=0.0856675


Tree=140
num_leaves=4
num_cat=0
split_feature=3 15 32
split_gain=6.72708 8.58214 6.88085
threshold=0.85355000000000014 4678.8400000000011 9466.5350000000017
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0033951511921942574 -0.0014633761317635516 0.010371620491393492 0.014525344879614321
leaf_weight=4129.9080070648342 440.06127878464758 819.12745896168053 124.00996317248791
leaf_count=27329 2908 4369 1121
internal_value=-0.000405321 0.00456685 -0.00237208
internal_weight=5513.11 1259.19 4253.92
internal_count=35727 7277 28450
is_linear=0
shrinkage=0.0856675


Tree=141
num_leaves=4
num_cat=0
split_feature=0 11 21
split_gain=4.22878 9.71206 13.6832
threshold=1847.5000000000002 499.62000000000006 361.86000000000007
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.00021092839404158971 -0.00078970148274163201 2.0094884655938471e-05 0.032778969187984459
leaf_weight=91.870805233716965 4862.5872444976121 368.32711648195982 184.04198103956878
leaf_count=692 32136 1905 974
internal_value=0 0.00657799 0.0188862
internal_weight=5506.83 644.24 275.913
internal_count=35707 3571 1666
is_linear=0
shrinkage=0.0856675


Tree=142
num_leaves=4
num_cat=0
split_feature=5 28 15
split_gain=5.24962 6.1976 10.0724
threshold=11.500000000000002 1.0000000180025095e-35 15482.535000000002
decision_type=8 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-5.5202772566784118e-07 0.0037319339514822109 -0.016524587404799923 -3.244591455470501e-05
leaf_weight=2945.6387397162616 1931.9880237113684 478.28232072573155 157.00928421504796
leaf_count=17406 10946 5826 1529
internal_value=0 -0.00179749 -0.00945952
internal_weight=5512.92 3580.93 635.292
internal_count=35707 24761 7355
is_linear=0
shrinkage=0.0856675


Tree=143
num_leaves=4
num_cat=0
split_feature=3 17 8
split_gain=6.46158 6.60289 8.29828
threshold=0.85355000000000014 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0071773255381945428 0.0051667581182343386 -0.0064254269245270067 -0.0026140967932889751
leaf_weight=939.43815054465085 1259.7065385924652 1503.6470875861123 1802.6026311293244
leaf_count=6062 7260 13395 8966
internal_value=0 -0.00179677 -6.12205e-07
internal_weight=5505.39 4245.69 2742.04
internal_count=35683 28423 15028
is_linear=0
shrinkage=0.0856675


Tree=144
num_leaves=4
num_cat=0
split_feature=3 0 23
split_gain=6.90596 8.77896 7.34587
threshold=0.61555000000000015 4050.0000000000005 20501.470000000005
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00024039888672326503 0.0042001940404703302 -0.010695013576579293 -0.0086579555623267808
leaf_weight=785.75360398925841 3708.3484132960439 746.59382829628885 262.69609570130706
leaf_count=5382 22061 5994 2164
internal_value=0.000613757 -0.00372005 0.00281584
internal_weight=5503.39 1532.35 3971.04
internal_count=35601 11376 24225
is_linear=0
shrinkage=0.0856675


Tree=145
num_leaves=4
num_cat=0
split_feature=23 29 21
split_gain=4.6151 8.32973 7.82865
threshold=20501.470000000005 2122.2800000000002 726.03500000000008
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=1.4795498602916534e-07 -0.010418114036971623 4.6025527469254093e-05 0.023112473674435922
leaf_weight=4765.9289149250835 284.49397571012378 222.3298906115815 225.23368806578219
leaf_count=29899 2494 1812 1438
internal_value=0 0.000716732 0.0119034
internal_weight=5497.99 5213.49 447.564
internal_count=35643 33149 3250
is_linear=0
shrinkage=0.0856675


Tree=146
num_leaves=4
num_cat=0
split_feature=16 37 34
split_gain=4.76197 12.0161 8.49939
threshold=6.5000000000000009 0.66500000000000015 1.3550000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0029484195399872687 0.024402556726682366 9.1200307047128494e-05 0.0085235392209669202
leaf_weight=4738.1555832270533 186.45082869939506 130.01953419297934 456.36647355183959
leaf_count=32512 956 489 1776
internal_value=-0.000558859 0.00874896 -0.00153319
internal_weight=5510.99 316.47 5194.52
internal_count=35733 1445 34288
is_linear=0
shrinkage=0.0856675


Tree=147
num_leaves=4
num_cat=0
split_feature=11 11 17
split_gain=3.77262 8.36128 3.91301
threshold=3012.1900000000005 1911.1200000000001 1.5000000000000002
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=2.6637801178110776e-07 -0.0047285917112019288 0.014529535923262801 0.00010834292017564736
leaf_weight=3971.0049876431003 977.31360909249634 452.57365515828133 106.72782875504345
leaf_count=26959 5500 2430 839
internal_value=0 0.00112825 0.0109302
internal_weight=5507.62 4530.31 559.301
internal_count=35728 30228 3269
is_linear=0
shrinkage=0.0856675


Tree=148
num_leaves=4
num_cat=0
split_feature=8 2 23
split_gain=4.79109 11.2983 12.9615
threshold=1.5000000000000002 10.745650000000001 930.70500000000004
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0036469954853805666 -0.001929900329668596 0.020074237618498202 9.3165975223229144e-06
leaf_weight=675.34443421754986 3540.0633288482204 471.9351426102221 825.93908008467406
leaf_count=6143 20515 2633 6420
internal_value=0 0.00333403 0.00858716
internal_weight=5513.28 1973.22 1297.87
internal_count=35711 15196 9053
is_linear=0
shrinkage=0.0856675


Tree=149
num_leaves=4
num_cat=0
split_feature=21 3 8
split_gain=3.58679 11.5119 7.36658
threshold=4120.0750000000007 0.78075000000000017 5.5000000000000009
decision_type=10 8 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0016202805080706467 -0.00072748610610498868 0.016980960398253052 0.00017889202932337846
leaf_weight=3875.612862710841 996.45794889889657 532.9306271020323 98.954294580966234
leaf_count=27300 5633 2369 401
internal_value=0 0.00314564 0.0125584
internal_weight=5503.96 1628.34 631.885
internal_count=35703 8403 2770
is_linear=0
shrinkage=0.0856675


Tree=150
num_leaves=4
num_cat=0
split_feature=0 24 3
split_gain=5.18635 5.55922 5.65919
threshold=1847.5000000000002 14.645000000000001 0.78075000000000017
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0066786592927092995 -0.01215521910702173 -0.0029877418756399611 0.0031125336177387228
leaf_weight=648.73737711273134 334.18267542403191 2706.938880296424 1791.1420519016683
leaf_count=3568 3300 18834 9899
internal_value=-2.74167e-05 -0.00136444 -9.18504e-05
internal_weight=5481 4832.26 4498.08
internal_count=35601 32033 28733
is_linear=0
shrinkage=0.0856675


Tree=151
num_leaves=4
num_cat=0
split_feature=30 29 19
split_gain=6.93343 12.7078 7.5274
threshold=1.0000000180025095e-35 4819.3150000000014 -0.40039999999999992
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.00024134621577540761 -0.00010565155493106831 0.0054303565600395615 -0.022682179957859386
leaf_weight=4906.6283776704222 101.41678363643587 112.2957157054916 380.843665397726
leaf_count=30127 1013 806 3764
internal_value=-0.000409616 -0.00928712 -0.0170919
internal_weight=5501.18 594.556 482.26
internal_count=35710 5583 4777
is_linear=0
shrinkage=0.0856675


Tree=152
num_leaves=4
num_cat=0
split_feature=16 17 24
split_gain=4.47792 5.64616 4.19591
threshold=12.500000000000002 1.0000000180025095e-35 90.490000000000023
decision_type=10 8 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0030313385508120229 0.01429901925305116 -0.0050970128562006318 -0.0028338591657793436
leaf_weight=2338.9453120296821 132.0833097808063 1786.2812928352505 1230.0344008430839
leaf_count=13743 492 15974 5454
internal_value=-0.000272059 -0.00102849 0.000420809
internal_weight=5487.34 5355.26 3568.98
internal_count=35663 35171 19197
is_linear=0
shrinkage=0.0856675


Tree=153
num_leaves=4
num_cat=0
split_feature=0 27 21
split_gain=4.42578 7.38734 7.23069
threshold=7300.0000000000009 0.67920000000000014 1222.0250000000003
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0089967591380695454 -0.019496036334480403 4.9027581952622816e-07 -4.9679086504149946e-06
leaf_weight=855.92653937079012 184.99339702259749 3726.182145212777 729.17948224302381
leaf_count=6451 2168 22185 4836
internal_value=0.000399653 0.00182505 -0.0044408
internal_weight=5496.28 4582.11 914.173
internal_count=35640 28636 7004
is_linear=0
shrinkage=0.0856675


Tree=154
num_leaves=4
num_cat=0
split_feature=21 4 13
split_gain=6.19971 9.26651 8.76956
threshold=1222.0250000000003 95.955000000000013 5.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-3.2253119751989873e-06 0.0044573676445062724 -0.0098251807327940418 -0.0051826810826047761
leaf_weight=1027.028493065387 2595.1479176962748 1089.3101370576769 788.6402280908078
leaf_count=7134 15031 9633 3907
internal_value=-0.000257189 -0.00419701 0.0015875
internal_weight=5500.13 2116.34 3383.79
internal_count=35705 16767 18938
is_linear=0
shrinkage=0.0856675


Tree=155
num_leaves=4
num_cat=0
split_feature=3 32 32
split_gain=3.23177 6.04785 5.41228
threshold=0.61555000000000015 13994.790000000003 804.90500000000009
decision_type=8 10 8
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0034273176569481799 0.0017833720764712654 0.029422959517369635 -0.0089256895709121497
leaf_weight=1520.7677163891494 3554.0209899460897 54.748689414933324 356.98329471517354
leaf_count=11388 19853 430 4020
internal_value=0 0.00121103 0.000265344
internal_weight=5486.52 3965.75 3911
internal_count=35691 24303 23873
is_linear=0
shrinkage=0.0856675


Tree=156
num_leaves=4
num_cat=0
split_feature=36 33 6
split_gain=4.02039 6.22342 4.44648
threshold=1.5000000000000002 12450.000000000002 273.49500000000006
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-2.4573120561527396e-08 -0.0003477280490285539 -0.00013677287620257627 -0.029038117996382388
leaf_weight=5286.6307463794947 23.997300179675221 36.161862626671791 126.86212888918817
leaf_count=32691 399 460 2062
internal_value=-0.000135101 -0.0124869 -0.0222434
internal_weight=5473.65 187.021 150.859
internal_count=35612 2921 2461
is_linear=0
shrinkage=0.0856675


Tree=157
num_leaves=4
num_cat=0
split_feature=23 5 16
split_gain=4.20001 7.05081 4.71001
threshold=2903.0250000000005 7.5000000000000009 2.5000000000000004
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.00088849752176647944 -0.018027695128361922 -3.750860205489075e-06 -0.00019402918627404409
leaf_weight=4157.3363925432786 349.15981610305607 934.84121560305357 43.266163991764188
leaf_count=24928 3512 6679 580
internal_value=-4.62198e-05 -0.00455119 -0.0141792
internal_weight=5484.6 1327.27 392.426
internal_count=35699 10771 4092
is_linear=0
shrinkage=0.0856675


Tree=158
num_leaves=4
num_cat=0
split_feature=0 21 8
split_gain=3.96883 6.87984 6.03599
threshold=3505.0000000000005 952.59500000000014 2.5000000000000004
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.002366170758434039 -0.0095606754145788984 0.0041925058456519027 -0.0047350469441887122
leaf_weight=2533.8340232409537 713.32506949082017 1206.4215544406325 1024.5621915087104
leaf_count=15309 6915 7986 5427
internal_value=0 -0.00225034 -9.13842e-07
internal_weight=5478.14 2944.31 2230.98
internal_count=35637 20328 13413
is_linear=0
shrinkage=0.0856675


Tree=159
num_leaves=4
num_cat=0
split_feature=0 8 19
split_gain=5.46226 5.15911 4.99874
threshold=2995.0000000000005 2.5000000000000004 0.23530000000000004
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0035080778079082569 -9.7860892583158658e-07 -0.012797666218247267 -0.00019593810405046184
leaf_weight=1743.7511329418048 2108.8409037245438 566.35285045113415 1054.3451452981681
leaf_count=10422 15915 3521 5791
internal_value=-1.90841e-05 -0.002232 -0.00589829
internal_weight=5473.29 3729.54 1620.7
internal_count=35649 25227 9312
is_linear=0
shrinkage=0.0856675


Tree=160
num_leaves=4
num_cat=0
split_feature=32 21 22
split_gain=4.28147 7.19407 6.85331
threshold=19240.335000000003 1.0000000180025095e-35 76.545000000000016
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.019726817196863641 0.020827479690524196 0.00072547653647403486 -3.6751130116620624e-05
leaf_weight=256.7518636379391 69.685243006795645 4991.84868186526 158.36517096310854
leaf_count=3748 552 30248 1127
internal_value=9.95437e-05 1.76812e-08 -0.0109555
internal_weight=5476.65 5406.97 415.117
internal_count=35675 35123 4875
is_linear=0
shrinkage=0.0856675


Tree=161
num_leaves=4
num_cat=0
split_feature=29 4 34
split_gain=4.04151 4.65343 6.11059
threshold=4819.3150000000014 83.545000000000016 1.3550000000000002
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0077515843109675422 0.0095443839017053805 -0.0031010128789582436 0.0055643372646408326
leaf_weight=372.91956314258277 303.90119366534054 4248.6188512379304 553.68947829864919
leaf_count=2220 2101 29269 2110
internal_value=0 -0.000575575 -0.00166242
internal_weight=5479.13 5175.23 4802.31
internal_count=35700 33599 31379
is_linear=0
shrinkage=0.0856675


Tree=162
num_leaves=4
num_cat=0
split_feature=8 21 23
split_gain=4.03907 6.92436 7.28774
threshold=1.5000000000000002 4120.0750000000007 14517.120000000001
decision_type=10 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=1.9845943963923758e-06 -0.0014352173920000213 0.018216514520128506 5.6355243978188901e-05
leaf_weight=1374.1672954401001 3515.1780194118619 380.04356159642339 207.48547480627894
leaf_count=11703 20506 2156 1329
internal_value=0 0.00337638 0.0111434
internal_weight=5476.87 1961.7 587.529
internal_count=35694 15188 3485
is_linear=0
shrinkage=0.0856675


Tree=163
num_leaves=4
num_cat=0
split_feature=23 24 21
split_gain=4.51726 5.49186 8.43953
threshold=20501.470000000005 188.08000000000001 10134.945000000002
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.00089951281412828854 -0.0093431675241386521 -0.0059199920907021652 0.014406012932587305
leaf_weight=4234.2498906124383 279.2120656138286 513.40570681169629 432.01387418992817
leaf_count=28670 2478 2465 1924
internal_value=0.000417089 0.00135185 0.00260442
internal_weight=5458.88 5179.67 4666.26
internal_count=35537 33059 30594
is_linear=0
shrinkage=0.0856675


Tree=164
num_leaves=4
num_cat=0
split_feature=2 8 11
split_gain=3.52926 9.21478 6.22364
threshold=10.745650000000001 1.5000000000000002 3547.9250000000006
decision_type=8 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0030050730847425299 0.010715978427140376 -0.00063164182725937781 2.9913856948806593e-05
leaf_weight=1694.2392983632162 1068.6179491085932 2496.6448381068185 229.93141514714807
leaf_count=12628 7563 14044 1501
internal_value=0 0.00166865 0.00770301
internal_weight=5489.43 3795.19 1298.55
internal_count=35736 23108 9064
is_linear=0
shrinkage=0.0856675


Tree=165
num_leaves=4
num_cat=0
split_feature=24 26 0
split_gain=3.75195 6.72794 9.1332
threshold=271.38000000000005 0.65045000000000008 4050.0000000000005
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0019235739759505036 -0.0097564670025520259 0.0053370002316274114 -0.0066662938582978349
leaf_weight=2097.6348924888298 254.24965282529593 1736.9382108133286 1395.9467577310279
leaf_count=14071 1229 9089 11358
internal_value=0 0.000764767 -0.000908859
internal_weight=5484.77 5230.52 3493.58
internal_count=35747 34518 25429
is_linear=0
shrinkage=0.0856675


Tree=166
num_leaves=4
num_cat=0
split_feature=16 11 11
split_gain=3.28588 2.74365 4.96892
threshold=10.500000000000002 3012.1900000000005 1911.1200000000001
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=1.8431323112098636e-07 0.011883407835538578 -0.0042907887185458437 0.0084524886033174752
leaf_weight=3813.6192773161456 170.02238580584526 952.96800996363163 543.3269910318777
leaf_count=26367 669 5424 3219
internal_value=0.000232012 4.1984e-08 0.000763016
internal_weight=5479.94 5309.91 4356.95
internal_count=35679 35010 29586
is_linear=0
shrinkage=0.0856675


Tree=167
num_leaves=4
num_cat=0
split_feature=32 5 18
split_gain=3.24939 4.42327 8.41899
threshold=19240.335000000003 11.500000000000002 1.0768500000000001
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0024414366578788104 0.018014177477871287 0.0091170716160092532 -0.001030589265478168
leaf_weight=3506.0516239674762 69.019940787926316 872.55052226316184 1035.6974909566343
leaf_count=24288 538 4787 6091
internal_value=0 -0.000307498 0.00251195
internal_weight=5483.32 5414.3 1908.25
internal_count=35704 35166 10878
is_linear=0
shrinkage=0.0856675


Tree=168
num_leaves=4
num_cat=0
split_feature=11 11 2
split_gain=4.04665 5.11614 6.78194
threshold=3012.1900000000005 1911.1200000000001 12.818950000000003
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-2.3534073484273654e-05 -0.0054184164699581224 6.6437068277711123e-05 0.014382978113049295
leaf_weight=3949.0062321983278 965.10343333985656 133.00622666534036 426.82257777545601
leaf_count=26922 5477 897 2373
internal_value=-0.000120942 0.000549147 0.00831645
internal_weight=5473.94 4508.84 559.829
internal_count=35669 30192 3270
is_linear=0
shrinkage=0.0856675


Tree=169
num_leaves=4
num_cat=0
split_feature=24 11 20
split_gain=5.36526 5.72701 4.60101
threshold=188.08000000000001 237.31000000000003 1.5000000000000002
decision_type=8 8 10
left_child=2 -2 -1
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leaf_value=0.0017057277909129243 -0.00011798634040089002 -0.013947290383671892 -0.0052390994566149426
leaf_weight=4170.3025969453156 94.461798317730427 418.063277233392 790.48118114564568
leaf_count=25138 461 2026 8068
internal_value=-0.000282728 -0.00877299 0.000174217
internal_weight=5473.31 512.525 4960.78
internal_count=35693 2487 33206
is_linear=0
shrinkage=0.0856675


Tree=170
num_leaves=4
num_cat=0
split_feature=30 8 2
split_gain=4.11138 5.70474 7.50268
threshold=1.0000000180025095e-35 1.5000000000000002 10.745650000000001
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-6.56221351266328e-05 -0.0067864349990484889 -0.00078171041788329244 0.0091795304975650777
leaf_weight=532.05664036888629 583.24529101140797 3199.2173593379557 1163.0200663963333
leaf_count=4334 5578 18086 7669
internal_value=0 0.000805763 0.00503785
internal_weight=5477.54 4894.29 1695.08
internal_count=35667 30089 12003
is_linear=0
shrinkage=0.0856675


Tree=171
num_leaves=4
num_cat=0
split_feature=27 0 32
split_gain=4.2282 4.83317 4.58047
threshold=0.73275000000000012 9650.0000000000018 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0081460956164102569 -1.9386824265740133e-07 -0.0021989351662058047 -0.013542437741521833
leaf_weight=949.30187724065036 4249.9749034876004 96.003967861644924 196.30959309730679
leaf_count=7397 24704 1016 2607
internal_value=0 0.0051794 -0.000809017
internal_weight=5491.59 1045.31 4446.28
internal_count=35724 8413 27311
is_linear=0
shrinkage=0.0856675


Tree=172
num_leaves=4
num_cat=0
split_feature=3 21 23
split_gain=2.66469 5.15011 5.0444
threshold=0.85355000000000014 2177.9950000000003 1835.2300000000002
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=0.00011758244599121495 5.0368098503990234e-06 0.010014563101954324 -0.0058999611366901588
leaf_weight=3034.1719859950244 724.65913965646178 518.03540115989745 1208.1059077391401
leaf_count=18480 4973 2258 10020
internal_value=0 0.00339959 -0.00110259
internal_weight=5484.97 1242.69 4242.28
internal_count=35731 7231 28500
is_linear=0
shrinkage=0.0856675


Tree=173
num_leaves=4
num_cat=0
split_feature=16 16 34
split_gain=4.42435 10.0742 10.5443
threshold=3.5000000000000004 2.5000000000000004 1.3550000000000002
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0013838283526588586 0.0066094279047825893 -0.019845444711901326 0.014149702907658339
leaf_weight=4318.6951650287956 618.67609818093479 198.46715260762721 342.26715709269047
leaf_count=28542 4006 1933 1240
internal_value=0 -0.00104585 -2.15086e-07
internal_weight=5478.11 4859.43 4660.96
internal_count=35721 31715 29782
is_linear=0
shrinkage=0.0856675


Tree=174
num_leaves=4
num_cat=0
split_feature=29 32 32
split_gain=3.8838 4.74652 6.51614
threshold=6500.0900000000011 804.90500000000009 9466.5350000000017
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-1.1809985051732849e-07 0.010486399300513861 -0.0140618375898396 -7.1687529793589919e-05
leaf_weight=4765.3634970383719 239.94218051992357 425.7997551523149 60.786745182238519
leaf_count=28198 1565 5268 725
internal_value=0 -0.000585658 -0.0086529
internal_weight=5491.89 5251.95 486.587
internal_count=35756 34191 5993
is_linear=0
shrinkage=0.0856675


Tree=175
num_leaves=4
num_cat=0
split_feature=19 0 17
split_gain=4.08427 5.96486 6.69813
threshold=0.59005000000000007 7300.0000000000009 1.5000000000000002
decision_type=8 10 10
left_child=-1 2 -2
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leaf_value=-0.0030980420483934642 0.0059659510495661061 -0.0039013512409694804 -0.0016678612628388892
leaf_weight=1377.7019190918654 2758.4929705560207 675.05020211357623 674.92806195281446
leaf_count=7672 16587 5558 5881
internal_value=0.000385333 0.00206535 0.00385233
internal_weight=5486.17 4108.47 3433.42
internal_count=35698 28026 22468
is_linear=0
shrinkage=0.0856675


Tree=176
num_leaves=4
num_cat=0
split_feature=16 16 32
split_gain=3.16401 4.78922 10.9363
threshold=5.5000000000000009 1.0000000180025095e-35 456.83500000000004
decision_type=8 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.00022079605690059675 0.0067586785118880126 -0.00075392870713158187 -0.02500598267802594
leaf_weight=3516.6899166367948 397.19962576404214 1370.342196142301 188.94787896703929
leaf_count=19327 1983 11208 3178
internal_value=-3.97064e-05 -0.00098762 -0.00505641
internal_weight=5473.18 5075.98 1559.29
internal_count=35696 33713 14386
is_linear=0
shrinkage=0.0856675


Tree=177
num_leaves=4
num_cat=0
split_feature=22 29 11
split_gain=3.50791 6.19944 7.76702
threshold=23.375000000000004 1097.1250000000002 382.44000000000005
decision_type=8 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0045728116601305366 2.2417782781722651e-07 5.4582051713243741e-05 0.015155342677871742
leaf_weight=1075.3654915550724 3807.1395345991477 136.92518020235002 458.56892160978168
leaf_count=8176 23029 1197 3268
internal_value=0 0.000851986 0.00902197
internal_weight=5478 4402.63 595.494
internal_count=35670 27494 4465
is_linear=0
shrinkage=0.0856675


Tree=178
num_leaves=4
num_cat=0
split_feature=32 5 18
split_gain=3.24595 3.77271 7.09832
threshold=19240.335000000003 11.500000000000002 1.0768500000000001
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.002063085494577416 0.017846530460672659 0.0086142158422624071 -0.00043896144692842816
leaf_weight=3493.5576229672879 71.892292289063334 869.45781085640192 1038.1780231548473
leaf_count=24248 549 4761 6090
internal_value=0 -3.08072e-05 0.00258949
internal_weight=5473.09 5401.19 1907.64
internal_count=35648 35099 10851
is_linear=0
shrinkage=0.0856675


Tree=179
num_leaves=4
num_cat=0
split_feature=5 23 0
split_gain=2.935 4.44515 4.33406
threshold=11.500000000000002 14517.120000000001 2040.0000000000002
decision_type=8 10 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-3.9557393048651513e-07 0.0027284109225904083 -0.00015870257017365185 -0.015970294341507974
leaf_weight=3219.8357447944582 1930.8958100564778 47.549508788622916 279.26276956032962
leaf_count=21759 10935 342 2611
internal_value=0 -0.00141872 -0.0109889
internal_weight=5477.54 3546.65 326.812
internal_count=35647 24712 2953
is_linear=0
shrinkage=0.0856675


Tree=180
num_leaves=4
num_cat=0
split_feature=0 21 9
split_gain=4.97915 3.47418 3.17355
threshold=7300.0000000000009 4120.0750000000007 94.435000000000016
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-9.72748424343985e-06 -0.010753638587522723 -9.9900508444897928e-06 0.0037897639097635568
leaf_weight=2358.4378003170714 459.58732784260064 447.92798613756895 2224.579954944551
leaf_count=13654 4291 2714 15053
internal_value=0 -0.00553096 0.0013767
internal_weight=5490.53 907.515 4583.02
internal_count=35712 7005 28707
is_linear=0
shrinkage=0.0856675


Tree=181
num_leaves=4
num_cat=0
split_feature=29 5 36
split_gain=3.12385 5.82621 5.31829
threshold=6500.0900000000011 3.5000000000000004 1.5000000000000002
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.016140035698856265 0.0086049630807912194 5.4342897893016085e-05 -0.016539157897675068
leaf_weight=179.78959342744201 243.52147753536701 4908.7771736169234 139.70720235072076
leaf_count=2051 1567 29773 2261
internal_value=-0.00014529 -0.000957419 -1.81977e-07
internal_weight=5471.8 5228.27 5048.48
internal_count=35652 34085 32034
is_linear=0
shrinkage=0.0856675


Tree=182
num_leaves=4
num_cat=0
split_feature=9 9 9
split_gain=4.66323 8.10219 8.26584
threshold=94.435000000000016 97.205000000000013 98.195000000000007
decision_type=8 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0025393015064897675 0.0074107557781434037 -0.011716595370617111 0.0018046672757663783
leaf_weight=2831.8858182737604 1344.154631334357 429.49362298008054 868.00856142491102
leaf_count=17001 8723 3095 6858
internal_value=0 0.00245546 -0.00106135
internal_weight=5473.54 2641.66 1297.5
internal_count=35677 18676 9953
is_linear=0
shrinkage=0.0856675


Tree=183
num_leaves=4
num_cat=0
split_feature=15 8 19
split_gain=2.68544 7.7902 5.78534
threshold=4678.8400000000011 2.5000000000000004 1.4652500000000004
decision_type=8 10 10
left_child=-1 2 -2
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leaf_value=-0.0025469728359202187 0.0097740695795486832 -0.0019444107174519164 6.887259683981538e-06
leaf_weight=2031.8214198602363 1042.8343666000292 1675.8558151386678 738.58968066144735
leaf_count=14442 7651 8908 4756
internal_value=0 0.00137156 0.00566889
internal_weight=5489.1 3457.28 1781.42
internal_count=35757 21315 12407
is_linear=0
shrinkage=0.0856675


Tree=184
num_leaves=4
num_cat=0
split_feature=3 19 1
split_gain=3.4383 6.59807 9.18584
threshold=0.61555000000000015 0.23530000000000004 2300.8889000000004
decision_type=8 8 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0031206203474212655 -0.0047850876928883027 1.9953013015365074e-06 0.0087450257884570948
leaf_weight=1520.7531944010407 692.16648704465479 1828.0173895247281 1440.1745019378141
leaf_count=11401 3981 12376 7912
internal_value=0 0.00161961 0.00362132
internal_weight=5481.11 3960.36 3268.19
internal_count=35670 24269 20288
is_linear=0
shrinkage=0.0856675


Tree=185
num_leaves=4
num_cat=0
split_feature=13 9 0
split_gain=4.25032 8.50678 5.70443
threshold=5.5000000000000009 95.145000000000024 4410.0000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0027002893549854319 -0.012810536736058444 -2.3820738386995934e-05 -0.0034857526731007461
leaf_weight=2876.1153281861916 583.48226438648999 307.99658298864961 1715.0636283466592
leaf_count=18213 2933 1712 12896
internal_value=-0.000674034 -0.0061378 -1.40837e-07
internal_weight=5482.66 891.479 4591.18
internal_count=35754 4645 31109
is_linear=0
shrinkage=0.0856675


Tree=186
num_leaves=4
num_cat=0
split_feature=27 12 27
split_gain=2.70245 4.65001 3.28865
threshold=0.73275000000000012 0.67815000000000014 -1.0000000180025095e-35
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=7.0263237895100508e-06 -0.0068572884828164583 -2.8497553419805399e-07 0.0081357011129535844
leaf_weight=422.01920979470015 822.03912011161447 3644.5775028429925 592.2179240854457
leaf_count=2140 6251 21200 6112
internal_value=0 -0.00102042 0.00386315
internal_weight=5480.85 4466.62 1014.24
internal_count=35703 27451 8252
is_linear=0
shrinkage=0.0856675


Tree=187
num_leaves=4
num_cat=0
split_feature=8 29 16
split_gain=3.68601 3.66167 5.3024
threshold=1.5000000000000002 1097.1250000000002 3.5000000000000004
decision_type=10 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0026905796038646942 -0.0049743838237966739 0.0042672305216637134 0.0031883141035265509
leaf_weight=1968.6977770561352 2747.9924916187301 342.59338339045644 409.22606601379812
leaf_count=15194 15833 2272 2389
internal_value=0 -0.00191006 -0.00324865
internal_weight=5468.51 3499.81 3157.22
internal_count=35688 20494 18222
is_linear=0
shrinkage=0.0856675


Tree=188
num_leaves=4
num_cat=0
split_feature=30 19 7
split_gain=3.67226 6.05258 4.65854
threshold=1.0000000180025095e-35 0.43340000000000006 6.5000000000000009
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.00026841836682087601 -2.2166077975367758e-05 -0.020495235296888244 -6.2029341115355077e-05
leaf_weight=4883.6198225980625 197.54211755748838 249.22129447106272 136.03650583699346
leaf_count=30045 1745 2302 1555
internal_value=-9.74072e-05 -0.00674586 -0.0135541
internal_weight=5466.42 582.8 385.258
internal_count=35647 5602 3857
is_linear=0
shrinkage=0.0856675


Tree=189
num_leaves=3
num_cat=0
split_feature=22 0
split_gain=2.30096 3.51943
threshold=28.205000000000002 2040.0000000000002
decision_type=8 10
left_child=1 -1
right_child=-2 -3
leaf_value=-7.9369356451409562e-06 0.0011510273378225009 -0.0064757630512675204
leaf_weight=307.0675973277539 4290.7561113359407 881.17172091268003
leaf_count=1910 26414 7419
internal_value=0 -0.00306619
internal_weight=5479 1188.24
internal_count=35743 9329
is_linear=0
shrinkage=0.0856675


Tree=190
num_leaves=4
num_cat=0
split_feature=4 11 10
split_gain=4.71789 4.148 3.65665
threshold=96.715000000000018 2527.0600000000009 71.175000000000026
decision_type=8 10 8
left_child=1 -1 -2
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leaf_value=0.0038539218600400593 -2.2283264160812711e-06 -0.0028330982658932064 -0.0065310056905338049
leaf_weight=2576.9336903262883 1174.348741710186 561.0811130059883 1148.3094242345542
leaf_count=15784 10194 2689 6961
internal_value=0 0.0019871 -0.00309125
internal_weight=5460.67 3138.01 2322.66
internal_count=35628 18473 17155
is_linear=0
shrinkage=0.0856675


Tree=191
num_leaves=4
num_cat=0
split_feature=16 35 3
split_gain=3.99817 6.68179 3.54495
threshold=7.5000000000000009 1.6150000000000004 0.44885000000000003
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0057836376128836365 0.021756945887948419 0.00014311527373499778 0.00076911369452009062
leaf_weight=695.2020051702857 165.17042458802462 106.81200128793716 4505.1728221699595
leaf_count=5132 785 367 29337
internal_value=0.000422288 0.0105042 7.80407e-08
internal_weight=5472.36 271.982 5200.37
internal_count=35621 1152 34469
is_linear=0
shrinkage=0.0856675


Tree=192
num_leaves=4
num_cat=0
split_feature=23 21 26
split_gain=3.22577 5.43954 5.7135
threshold=1835.2300000000002 13337.885000000002 0.47005000000000002
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0012502723088099557 -0.0057758371924063008 0.00012949748943272979 0.021720394932554659
leaf_weight=3803.3112295847386 1496.959037146531 62.059778053313494 102.47906555049121
leaf_count=22402 12395 362 488
internal_value=0 -0.0032633 0.00675219
internal_weight=5464.81 1661.5 164.539
internal_count=35647 13245 850
is_linear=0
shrinkage=0.0856675


Tree=193
num_leaves=4
num_cat=0
split_feature=21 19 9
split_gain=3.52545 10.6459 3.03097
threshold=1.0000000180025095e-35 0.83670000000000011 94.435000000000016
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-1.5711888661735859e-05 -0.00084122761534962743 -0.022125153996273763 0.0030118192275887601
leaf_weight=248.35946921724826 2518.633207116276 206.38617629557848 2490.0730092097074
leaf_count=2309 13925 2929 16523
internal_value=0 -0.00719976 0.000655338
internal_weight=5463.45 454.746 5008.71
internal_count=35686 5238 30448
is_linear=0
shrinkage=0.0856675


Tree=194
num_leaves=4
num_cat=0
split_feature=14 9 13
split_gain=2.88048 4.77429 5.28144
threshold=1.0000000180025095e-35 96.465000000000018 3.5000000000000004
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-1.4965674836940697e-05 0.001226773482393495 0.0015025476600469231 -0.0088610683655564321
leaf_weight=407.10189638007432 3384.8422911353409 559.20473724696785 1126.2041745446622
leaf_count=2978 22962 3867 5967
internal_value=0 -0.00276687 -0.00569542
internal_weight=5477.35 2092.51 1533.31
internal_count=35774 12812 8945
is_linear=0
shrinkage=0.0856675


Tree=195
num_leaves=4
num_cat=0
split_feature=19 24 10
split_gain=3.18034 2.33632 3.76919
threshold=2.0983500000000004 121.52500000000002 82.905000000000015
decision_type=8 10 8
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-3.0202311455958201e-07 0.0035661880753705554 -6.4212992075853814e-05 -0.007986069066892117
leaf_weight=3063.1146224467084 1552.1007714625448 97.142689436674118 756.53702731058002
leaf_count=21111 10419 424 3719
internal_value=0 -0.000953652 -0.00491829
internal_weight=5468.9 3916.79 853.68
internal_count=35673 25254 4143
is_linear=0
shrinkage=0.0856675


Tree=196
num_leaves=4
num_cat=0
split_feature=26 26 23
split_gain=3.26562 3.83536 3.23457
threshold=0.65045000000000008 0.15775000000000003 676.12500000000011
decision_type=10 8 10
left_child=1 2 -1
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leaf_value=0.007583739392714799 0.0023289792345896339 -0.0039085348639327439 -4.0563555834950316e-05
leaf_weight=439.0450841281563 1901.8165655266494 2628.9380779499188 475.47618054319173
leaf_count=3375 9892 16499 5827
internal_value=-7.82627e-05 -0.00196321 0.00132983
internal_weight=5445.28 3543.46 914.521
internal_count=35593 25701 9202
is_linear=0
shrinkage=0.0856675


Tree=197
num_leaves=4
num_cat=0
split_feature=23 4 4
split_gain=2.93156 3.84725 5.02585
threshold=5348.7600000000011 92.995000000000019 89.845000000000013
decision_type=10 10 8
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=3.9569536355002628e-06 -0.004677221591524611 -0.00064189965429896584 0.010795166985813912
leaf_weight=1185.7578189009801 874.98250971920788 2833.0966168185696 566.21615747176111
leaf_count=6334 7426 18646 3217
internal_value=0 0.000709648 0.00409172
internal_weight=5460.05 4585.07 1751.97
internal_count=35623 28197 9551
is_linear=0
shrinkage=0.0856675


Tree=198
num_leaves=4
num_cat=0
split_feature=19 28 21
split_gain=4.05795 7.57413 4.8396
threshold=0.59005000000000007 1.5000000000000002 8049.2300000000005
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=-0.0075150966759335242 0.002484414690362534 -0.010699826146427891 0.00041496934139831002
leaf_weight=1085.6072946507484 3789.4434509677812 311.61514315381646 276.7958090826869
leaf_count=6437 24383 3612 1225
internal_value=0 0.000965913 -0.00435992
internal_weight=5463.46 4101.06 1362.4
internal_count=35657 27995 7662
is_linear=0
shrinkage=0.0856675


Tree=199
num_leaves=4
num_cat=0
split_feature=16 15 22
split_gain=2.75946 9.93189 6.11043
threshold=1.0000000180025095e-35 4678.8400000000011 61.555000000000007
decision_type=10 8 8
left_child=1 -1 -2
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leaf_value=-0.0036540192172544611 -0.0076501603943540577 0.0053535940475294749 0.00057487195741990596
leaf_weight=1205.5601134588942 933.25508500542492 2326.7417392907664 1014.5058901002631
leaf_count=7449 8921 11948 7424
internal_value=0 0.00168377 -0.00228996
internal_weight=5480.06 3532.3 1947.76
internal_count=35742 19397 16345
is_linear=0
shrinkage=0.0856675


Tree=200
num_leaves=4
num_cat=0
split_feature=21 9 9
split_gain=2.84066 5.91048 4.65478
threshold=5571.8150000000014 97.205000000000013 94.435000000000016
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0013387182490905995 0.0036801434143907672 -0.0069306642043322347 0.0053168989851605777
leaf_weight=2138.1429054681212 1271.3483132496476 971.47748554404825 1076.3861968480051
leaf_count=13834 6314 8151 7347
internal_value=0 -0.000925792 0.000238378
internal_weight=5457.35 4186.01 3214.53
internal_count=35646 29332 21181
is_linear=0
shrinkage=0.0856675


Tree=201
num_leaves=4
num_cat=0
split_feature=11 3 4
split_gain=4.03345 4.37993 7.73421
threshold=3012.1900000000005 0.85355000000000014 96.715000000000018
decision_type=8 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0032261795279377161 -0.0045304635471621396 0.0065398884001004135 -0.0050293450831170412
leaf_weight=2172.0323725407943 961.56195125728846 978.58000393770635 1346.3787316503003
leaf_count=13679 5475 5803 10704
internal_value=3.26342e-05 0.00147666 3.91144e-07
internal_weight=5458.55 4496.99 3518.41
internal_count=35661 30186 24383
is_linear=0
shrinkage=0.0856675


Tree=202
num_leaves=4
num_cat=0
split_feature=2 2 2
split_gain=2.94322 3.25012 4.83539
threshold=12.818950000000003 7.1041000000000007 6.2587500000000009
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0019075706947166802 0.0013634390286477846 -0.0061047640971611241 0.013575331117796552
leaf_weight=809.37713911850005 3433.4899219768122 1046.3240040810779 173.98528498318046
leaf_count=6493 20638 7280 1220
internal_value=0 -0.00273573 -2.35484e-06
internal_weight=5463.18 2029.69 983.362
internal_count=35631 14993 7713
is_linear=0
shrinkage=0.0856675


Tree=203
num_leaves=4
num_cat=0
split_feature=16 16 0
split_gain=3.84616 9.68477 5.0868
threshold=3.5000000000000004 2.5000000000000004 4410.0000000000009
decision_type=10 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0019425129361104944 0.0060190951538969893 -0.020070108642358506 -0.0038455319796977926
leaf_weight=2859.1082353098318 625.97499243263155 187.2078899871558 1791.2669899128377
leaf_count=17099 4018 1890 12678
internal_value=0 -0.00106056 -2.17946e-07
internal_weight=5463.56 4837.58 4650.38
internal_count=35685 31667 29777
is_linear=0
shrinkage=0.0856675


Tree=204
num_leaves=3
num_cat=0
split_feature=0 5
split_gain=3.36157 3.12566
threshold=7300.0000000000009 8.5000000000000018
decision_type=10 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.00080734513120978013 -0.013260576652485069 -6.1324308088316372e-06
leaf_weight=4569.6767662903294 251.84872648306191 642.69424809701741
leaf_count=28708 2595 4380
internal_value=0 -0.00491627
internal_weight=5464.22 894.543
internal_count=35683 6975
is_linear=0
shrinkage=0.0856675


Tree=205
num_leaves=4
num_cat=0
split_feature=32 3 32
split_gain=2.9677 8.30084 2.57107
threshold=9466.5350000000017 0.44885000000000003 804.90500000000009
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.0005014704223638189 0.00020797848877651497 0.026593293468231714 -0.0060501728718644256
leaf_weight=4831.916695269756 39.243966567330062 115.70005091093481 479.38674339465797
leaf_count=28615 350 1027 5722
internal_value=0.000250432 0.0118415 4.51463e-08
internal_weight=5466.25 154.944 5311.3
internal_count=35714 1377 34337
is_linear=0
shrinkage=0.0856675


Tree=206
num_leaves=2
num_cat=0
split_feature=8
split_gain=2.9446
threshold=1.5000000000000002
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0024996399417288534 -0.0016351599545812831
leaf_weight=1961.4517502272502 3489.165657277219
leaf_count=15160 20443
internal_value=0
internal_weight=5450.62
internal_count=35603
is_linear=0
shrinkage=0.0856675


Tree=207
num_leaves=4
num_cat=0
split_feature=3 23 23
split_gain=2.98356 4.03577 4.03016
threshold=0.61555000000000015 930.70500000000004 20501.470000000005
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-1.8100652580496336e-06 0.0030142029240783829 -0.0094376394082807801 -0.0062113204789092389
leaf_weight=1086.9475670009851 3687.9911674680188 425.73432654794306 255.69910626485944
leaf_count=6903 22088 4477 2190
internal_value=0.000317285 -0.00236754 0.00188011
internal_weight=5456.37 1512.68 3943.69
internal_count=35658 11380 24278
is_linear=0
shrinkage=0.0856675


Tree=208
num_leaves=4
num_cat=0
split_feature=26 5 26
split_gain=2.49331 5.8633 7.44868
threshold=0.65045000000000008 10.500000000000002 0.34275000000000005
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0054679107043634169 0.0017340039686582172 0.0073437270549565441 -0.0033671541034157562
leaf_weight=1838.9969592634588 1911.7309550754726 844.78601394407451 861.90207590535283
leaf_count=15204 9923 5741 4791
internal_value=-0.000244938 -0.00190436 0.000706016
internal_weight=5457.42 3545.69 1706.69
internal_count=35659 25736 10532
is_linear=0
shrinkage=0.0856675


Tree=209
num_leaves=2
num_cat=0
split_feature=19
split_gain=2.78591
threshold=21.768800000000002
decision_type=8
left_child=-1
right_child=-2
leaf_value=-0.00091460785310070608 0.0051970164658545186
leaf_weight=4839.5710735130124 604.16103850957006
leaf_count=31145 4464
internal_value=0
internal_weight=5443.73
internal_count=35609
is_linear=0
shrinkage=0.0856675


Tree=210
num_leaves=2
num_cat=0
split_feature=3
split_gain=3.14348
threshold=0.61555000000000015
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0035993649504173822 0.00093902328669132399
leaf_weight=1508.9806611719541 3947.4652722207829
leaf_count=11394 24251
internal_value=0
internal_weight=5456.45
internal_count=35645
is_linear=0
shrinkage=0.0856675


Tree=211
num_leaves=2
num_cat=0
split_feature=22
split_gain=2.03962
threshold=1.0000000180025095e-35
decision_type=8
left_child=-1
right_child=-2
leaf_value=-0.0041955536750128714 0.00080524260605046932
leaf_weight=670.95126926805824 4790.0585805103183
leaf_count=3595 32075
internal_value=0
internal_weight=5461.01
internal_count=35670
is_linear=0
shrinkage=0.0856675


Tree=212
num_leaves=3
num_cat=0
split_feature=7 7
split_gain=2.78325 5.2328
threshold=9.5000000000000018 19.500000000000004
decision_type=10 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00028218881747822157 0.018542890056660429 0.00012203807038253933
leaf_weight=5237.9548525707796 168.30299598863348 50.384117419831455
leaf_count=33583 1493 592
internal_value=0 0.00950335
internal_weight=5456.64 218.687
internal_count=35668 2085
is_linear=0
shrinkage=0.0856675


Tree=213
num_leaves=4
num_cat=0
split_feature=17 11 17
split_gain=2.7875 3.23018 2.85594
threshold=1.0000000180025095e-35 788.33000000000004 5.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0042784492675564242 -0.004719884306004089 -8.2722700199732287e-05 0.00068354146046448411
leaf_weight=1627.0393460076302 1576.1257759793662 1976.1161275058985 276.86396136973053
leaf_count=9660 14656 9651 1670
internal_value=0 0.00130465 -0.00277774
internal_weight=5456.15 3603.16 1852.99
internal_count=35637 19311 16326
is_linear=0
shrinkage=0.0856675


Tree=214
num_leaves=4
num_cat=0
split_feature=9 9 9
split_gain=2.42908 6.43776 10.7832
threshold=94.435000000000016 97.205000000000013 98.225000000000009
decision_type=10 10 8
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0011067156711016062 0.0067369514553051362 -0.010723866709111412 0.0044117720904188083
leaf_weight=2827.1709333932959 1348.1027043657377 567.06298218760639 723.43219894077629
leaf_count=17047 8676 4143 5814
internal_value=0.000175873 0.00234537 -0.000616928
internal_weight=5465.77 2638.6 1290.5
internal_count=35680 18633 9957
is_linear=0
shrinkage=0.0856675


Tree=215
num_leaves=4
num_cat=0
split_feature=23 18 18
split_gain=2.39244 2.25858 2.03889
threshold=337.43500000000006 1.3456500000000002 2.9551500000000002
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0019166792779742325 -7.0616760671765981e-07 -0.0078756124591061478 -2.945215505440683e-05
leaf_weight=2794.2897256426513 1880.899612414185 624.44795573782176 157.10109664965421
leaf_count=14950 14920 4474 1328
internal_value=0 -0.00165294 -0.00551776
internal_weight=5456.74 2662.45 781.549
internal_count=35672 20722 5802
is_linear=0
shrinkage=0.0856675


Tree=216
num_leaves=4
num_cat=0
split_feature=19 11 11
split_gain=2.36356 4.22087 2.27102
threshold=21.768800000000002 499.62000000000006 3012.1900000000005
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-2.6827104079709593e-07 1.1896164769106288e-05 0.012062185299709961 -0.0049726508050045148
leaf_weight=3948.9819944836199 311.33341606520116 290.83277480583638 904.80446334183216
leaf_count=26169 2390 2054 5066
internal_value=-9.9409e-05 0.00438468 -0.00108975
internal_weight=5455.95 602.166 4853.79
internal_count=35679 4444 31235
is_linear=0
shrinkage=0.0856675


Tree=217
num_leaves=3
num_cat=0
split_feature=0 3
split_gain=3.05779 2.11016
threshold=7300.0000000000009 0.58935000000000015
decision_type=10 10
left_child=1 -1
right_child=-2 -3
leaf_value=-0.00095635612243646657 -0.0041735278451965913 0.0024575388528474173
leaf_weight=1043.3413941571489 895.57559163169935 3527.9376380518079
leaf_count=7425 7030 21243
internal_value=0 0.00121852
internal_weight=5466.85 4571.28
internal_count=35698 28668
is_linear=0
shrinkage=0.0856675


Tree=218
num_leaves=4
num_cat=0
split_feature=21 13 8
split_gain=2.58793 5.56014 2.2361
threshold=8049.2300000000005 3.5000000000000004 3.5000000000000004
decision_type=10 8 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0019508668597270366 0.0038191069491639762 -0.005322832733619956 -0.0044571596110898467
leaf_weight=2584.6833158330992 888.57891915924847 1627.783147117123 358.34617400914431
leaf_count=19476 4201 9686 2321
internal_value=0 -0.00114446 0.000454583
internal_weight=5459.39 4570.81 2943.03
internal_count=35684 31483 21797
is_linear=0
shrinkage=0.0856675


Tree=219
num_leaves=4
num_cat=0
split_feature=16 16 15
split_gain=3.02035 3.30696 9.81318
threshold=5.5000000000000009 1.0000000180025095e-35 4678.8400000000011
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0056506836611148175 0.0066617836055006393 -0.00429450400715581 0.0037960167950243226
leaf_weight=1202.6949019972235 402.21454374678433 1540.6743806428276 2322.5128539763391
leaf_count=7472 1985 14388 11919
internal_value=0 -0.000909125 -2.41949e-07
internal_weight=5468.1 5065.88 3525.21
internal_count=35764 33779 19391
is_linear=0
shrinkage=0.0856675


Tree=220
num_leaves=4
num_cat=0
split_feature=24 23 11
split_gain=3.2219 4.05322 3.54138
threshold=271.38000000000005 1835.2300000000002 1208.3500000000001
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0033579698709297551 -9.0075111021426651e-05 -0.0010926912049832667 -0.016637441301779601
leaf_weight=3562.9500861121342 104.9914955496788 1655.6416341098957 143.00900587067008
leaf_count=21235 528 13248 688
internal_value=0.00074495 0.00154335 -0.00753257
internal_weight=5466.59 5218.59 248.001
internal_count=35699 34483 1216
is_linear=0
shrinkage=0.0856675


Tree=221
num_leaves=4
num_cat=0
split_feature=21 22 22
split_gain=3.52237 5.54981 4.14688
threshold=13337.885000000002 50.705000000000005 117.89500000000002
decision_type=10 8 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0010217379623677536 0.000123216689133476 0.021986665099838893 8.5611083109033819e-05
leaf_weight=5002.1747764730826 73.542457718402147 187.6703869830817 209.14893917739391
leaf_count=33659 393 834 874
internal_value=0 0.00660193 0.0123995
internal_weight=5472.54 470.362 396.819
internal_count=35760 2101 1708
is_linear=0
shrinkage=0.0856675


Tree=222
num_leaves=2
num_cat=0
split_feature=21
split_gain=2.47493
threshold=1222.0250000000003
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0018174908145074979 0.0018235876990431261
leaf_weight=2107.7210271363147 3364.8302003731951
leaf_count=16811 18878
internal_value=3.74623e-05
internal_weight=5472.55
internal_count=35689
is_linear=0
shrinkage=0.0856675


Tree=223
num_leaves=2
num_cat=0
split_feature=3
split_gain=2.62027
threshold=0.85355000000000014
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0010821513823690123 0.0033810671944134009
leaf_weight=4200.1545341126621 1248.7649143785238
leaf_count=28354 7235
internal_value=0
internal_weight=5448.92
internal_count=35589
is_linear=0
shrinkage=0.0856675


Tree=224
num_leaves=4
num_cat=0
split_feature=9 3 23
split_gain=2.6722 4.88751 5.26037
threshold=94.435000000000016 0.44885000000000003 20501.470000000005
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0013008330382031884 -0.0072162839659494589 0.0056759178858298747 -0.0054871336305658703
leaf_weight=2827.3037269795313 205.15660933870822 2273.2765784561634 168.66219968814403
leaf_count=17059 1867 15215 1579
internal_value=9.01613e-05 0.00236858 0.0040398
internal_weight=5474.4 2647.1 2441.94
internal_count=35720 18661 16794
is_linear=0
shrinkage=0.0856675


Tree=225
num_leaves=3
num_cat=0
split_feature=18 5
split_gain=3.4411 4.75215
threshold=1.0597500000000004 11.500000000000002
decision_type=10 10
left_child=1 -1
right_child=-2 -3
leaf_value=1.3126413857103598e-06 -0.002022367198658827 0.0075826248660746205
leaf_weight=1664.5881075398065 2970.3745534801856 832.02802245784551
leaf_count=11843 19277 4510
internal_value=0 0.00228878
internal_weight=5466.99 2496.62
internal_count=35630 16353
is_linear=0
shrinkage=0.0856675


Tree=226
num_leaves=4
num_cat=0
split_feature=19 15 7
split_gain=2.58357 7.16684 2.01896
threshold=21.768800000000002 15482.535000000002 12.500000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0024528352438790667 5.1901088381404607e-06 0.030144569307229717 0.004747914450812506
leaf_weight=4731.9287866842933 544.75390249118209 62.831810772418976 119.52389781922102
leaf_count=30028 4085 377 1183
internal_value=-0.000879868 0.00332389 -0.00184034
internal_weight=5459.04 607.586 4851.45
internal_count=35673 4462 31211
is_linear=0
shrinkage=0.0856675


Tree=227
num_leaves=3
num_cat=0
split_feature=26 26
split_gain=2.82397 4.45037
threshold=0.65045000000000008 0.77395000000000014
decision_type=10 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.001697098775946395 0.0086751455226135032 2.0956642879133606e-06
leaf_weight=3562.160615355242 570.2347231451422 1341.2939390745014
leaf_count=25874 3322 6613
internal_value=0 0.00233718
internal_weight=5473.69 1911.53
internal_count=35809 9935
is_linear=0
shrinkage=0.0856675


Tree=228
num_leaves=4
num_cat=0
split_feature=7 23 23
split_gain=2.46841 4.24848 4.66877
threshold=1.5000000000000002 337.43500000000006 1321.6350000000002
decision_type=10 10 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0013447888373453081 -2.0490287213748545e-06 -0.018591496028946757 -0.00022065630947354551
leaf_weight=3539.0011133421212 960.27623114176095 221.33504890091717 732.1180346403271
leaf_count=20617 5970 2009 7052
internal_value=0 -0.00247183 -0.00670013
internal_weight=5452.73 1913.73 953.453
internal_count=35648 15031 9061
is_linear=0
shrinkage=0.0856675


Tree=229
num_leaves=4
num_cat=0
split_feature=2 2 2
split_gain=2.57123 6.05108 2.5896
threshold=6.2587500000000009 7.1041000000000007 10.745650000000001
decision_type=8 8 8
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0041769720138870557 0.016516266805700255 -0.0043610098430276458 0.0012487664518427163
leaf_weight=808.07628901302814 177.28781792800874 686.03503822162747 3781.5854061478749
leaf_count=6500 1224 4872 23079
internal_value=0 0.00100792 2.24708e-07
internal_weight=5452.98 4644.91 4467.62
internal_count=35675 29175 27951
is_linear=0
shrinkage=0.0856675


Tree=230
num_leaves=4
num_cat=0
split_feature=5 11 19
split_gain=3.33244 3.03377 3.91439
threshold=11.500000000000002 982.79000000000008 1.3127500000000001
decision_type=8 10 10
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0082640587227807583 0.0021258949162229362 -1.0517599742290984e-06 -5.1474043053286055e-06
leaf_weight=980.36876937234774 1923.9133109562099 1811.1860036784783 730.37094227597117
leaf_count=8481 10930 11235 4978
internal_value=-0.00024422 -0.00213545 -0.00473123
internal_weight=5445.84 3521.93 1710.74
internal_count=35624 24694 13459
is_linear=0
shrinkage=0.0856675


Tree=231
num_leaves=3
num_cat=0
split_feature=11 11
split_gain=2.74836 2.24654
threshold=3012.1900000000005 8358.130000000001
decision_type=8 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.00036269643814389012 -0.0067768074581681208 -2.7982362327721012e-05
leaf_weight=4498.9993025413714 785.13959599565715 176.50937846302986
leaf_count=30222 4368 1099
internal_value=-0.000112798 -0.00451346
internal_weight=5460.65 961.649
internal_count=35689 5467
is_linear=0
shrinkage=0.0856675


Tree=232
num_leaves=3
num_cat=0
split_feature=23 16
split_gain=3.23234 2.77765
threshold=1566.6850000000002 3.5000000000000004
decision_type=8 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.00080463328838455866 -0.0050077394527100636 0.00070585893611515367
leaf_weight=3679.2002116562799 1669.3043031329289 104.60588596295565
leaf_count=21575 13094 1038
internal_value=-0.00020627 -0.00348435
internal_weight=5453.11 1773.91
internal_count=35707 14132
is_linear=0
shrinkage=0.0856675


Tree=233
num_leaves=2
num_cat=0
split_feature=4
split_gain=2.1718
threshold=92.995000000000019
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0025409690017202178 -0.00094385702100653612
leaf_weight=1986.4061800464988 3471.2537627154961
leaf_count=11130 24545
internal_value=0
internal_weight=5457.66
internal_count=35675
is_linear=0
shrinkage=0.0856675


Tree=234
num_leaves=4
num_cat=0
split_feature=3 9 9
split_gain=2.89002 5.31026 5.59418
threshold=0.44885000000000003 94.435000000000016 97.205000000000013
decision_type=8 8 10
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0050482856746401107 -0.0016146856225331394 0.0079136179865125934 2.855893152301372e-06
leaf_weight=727.63813875988126 2292.7438009083271 1221.7858428126201 1212.1414682492614
leaf_count=5298 13596 7623 9174
internal_value=0 0.000740439 0.00382127
internal_weight=5454.31 4726.67 2433.93
internal_count=35691 30393 16797
is_linear=0
shrinkage=0.0856675


Tree=235
num_leaves=4
num_cat=0
split_feature=2 15 15
split_gain=3.10493 3.67332 2.56648
threshold=12.818950000000003 13799.970000000003 10697.670000000002
decision_type=8 10 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0021542411278966155 0.0010125104732873992 0.0058210418200150167 -0.0078136768584679984
leaf_weight=2021.6197473714128 1977.5936697707511 1189.0840940950438 272.35857029445469
leaf_count=14981 12701 6209 1776
internal_value=6.09672e-05 0.00197401 9.12218e-07
internal_weight=5460.66 3439.04 2249.95
internal_count=35667 20686 14477
is_linear=0
shrinkage=0.0856675


Tree=236
num_leaves=3
num_cat=0
split_feature=29 12
split_gain=2.92208 3.10674
threshold=4819.3150000000014 0.9507500000000001
decision_type=10 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00021357341384163159 0.013727837548957473 9.4418557293215633e-05
leaf_weight=5150.0151963229291 231.8506866581738 79.753728680312634
leaf_count=33616 1514 588
internal_value=0 0.00821267
internal_weight=5461.62 311.604
internal_count=35718 2102
is_linear=0
shrinkage=0.0856675


Tree=237
num_leaves=4
num_cat=0
split_feature=21 22 22
split_gain=2.4333 4.46945 2.99169
threshold=1.0000000180025095e-35 93.305000000000021 -1.0000000180025095e-35
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.01241368999293278 -0.0050012496100104754 -2.7820189936889775e-05 0.0010963356637404137
leaf_weight=329.76843080995604 665.87380718067288 122.38072617538273 4344.6827506469563
leaf_count=4440 3460 802 27053
internal_value=-0.000265321 -0.00633245 -5.06094e-08
internal_weight=5462.71 452.149 5010.56
internal_count=35755 5242 30513
is_linear=0
shrinkage=0.0856675


Tree=238
num_leaves=3
num_cat=0
split_feature=10 3
split_gain=2.83788 2.12537
threshold=143.65000000000001 0.61555000000000015
decision_type=10 8
left_child=1 -1
right_child=-2 -3
leaf_value=-0.00012511811980624624 -0.0045461856775666247 0.0027743033724887118
leaf_weight=1257.2513972595334 494.2253436408937 3718.4889775761403
leaf_count=10136 2549 23065
internal_value=0.0006771 0.0016195
internal_weight=5469.97 4975.74
internal_count=35750 33201
is_linear=0
shrinkage=0.0856675


Tree=239
num_leaves=3
num_cat=0
split_feature=0 18
split_gain=2.20656 8.23685
threshold=2040.0000000000002 1.0969500000000003
decision_type=10 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.010181615539438627 -0.0015230513363343092 -0.002051871756463943
leaf_weight=619.97087514773011 4205.1582301971503 635.38370227999985
leaf_count=3616 28337 3770
internal_value=-0.000254035 0.00232212
internal_weight=5460.51 1255.35
internal_count=35723 7386
is_linear=0
shrinkage=0.0856675


Tree=240
num_leaves=2
num_cat=0
split_feature=13
split_gain=3.13588
threshold=5.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.00098905038324174216 -0.0045713914477451588
leaf_weight=4572.4480994795449 884.24952970817685
leaf_count=31066 4613
internal_value=0
internal_weight=5456.7
internal_count=35679
is_linear=0
shrinkage=0.0856675


Tree=241
num_leaves=4
num_cat=0
split_feature=32 22 22
split_gain=2.92824 4.04891 3.80897
threshold=5999.4550000000008 84.515000000000015 117.89500000000002
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.002264597426847652 0.018027385861838045 5.8583909082795259e-05 0.0032620456520218036
leaf_weight=4287.2764085126109 143.72323710191995 95.782128473743796 931.65666578896344
leaf_count=29415 1595 661 4079
internal_value=-7.56419e-05 0.00850374 -0.000874596
internal_weight=5458.44 239.505 5218.93
internal_count=35750 2256 33494
is_linear=0
shrinkage=0.0856675


end of trees

feature_importances:
t_ps_od_days_max=54
shd_pre_repay_amt_rate=51
available_limit_amt=51
cre_l90_used_limit_amt_min=45
min_apply_amt=44
loan_os_prcp_credit_amount_m3=31
avg_tnr=27
cre_now_l90_limit_left_d_min=26
ps_int_amt_sum=25
avg_od_amt_m6_orig_prcp_pc=24
cre_now_l60_used_amt_m_max=19
ps_int_amt_avg=18
useratemore90maxcontimonsm12=18
repay_amount_all_shd_amt_pc=18
cre_now_l30_used_amt_d_max=18
cre_l60_used_limit_rate_min=18
s_ps_od_days_max=17
f_ps_od_days_max=17
cre_l30_l90_used_amt_m_min=17
loan_os_prcp_credit_amount_m6=15
cre_now_l60_used_amt_m_min=15
loan_os_prcp_credit_amount_m12=14
repay_amount_m6_all_shd_amt_pc=12
max_loan_os_prcp_m12=12
setl_rem_prcp_paym_m3_num=12
suc_apprv_num_m1=12
cre_now_l30_limit_left_d_min=11
useratemore70_m6_num=10
apprv_amt_day=8
suc_apprv_num_m6=7
cre_now_l60_limit_left_d_max=6
od_amt_m6_loan_os_prcp_m6_pc=6
apprv_num_m1=5
useratemore70monthsubcurmonth=4
cre_now_l60_used_amt_d_min=4
cre_now_l30_used_amt_d_min=3
orig_prcp_avg_m12=2
od_amt_m12_loan_os_prcp_m12_pc=2
useratemore50maxcontimonsm12=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 250]
[learning_rate: 0.0856675]
[num_leaves: 4]
[num_threads: 4]
[seed: 1010]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 319]
[min_sum_hessian_in_leaf: 0.0919592]
[bagging_fraction: 0.936932]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17402]
[bagging_by_query: 0]
[feature_fraction: 0.940029]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 25296]
[extra_trees: 0]
[extra_seed: 12866]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 24.5156]
[lambda_l2: 0.937955]
[linear_lambda: 0]
[min_gain_to_split: 2.01803]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 8883]
[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: 6.25716]
[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: 31]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 3336]
[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: 6351]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 2.51111]
[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:[]
