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 grade_limit_amount orig_prcp_avg_m12 shd_pre_repay_amt_rate ps_int_amt_avg repay_amount_m6_all_shd_amt_pc suc_apprv_num_m6 useratemore90maxcontimonsm12 ps_int_amt_sum shd_pre_repay_cnt repay_amount_all_shd_amt_pc avg_tnr loan_os_prcp_gt0_m12_num_pc cre_now_l60_used_amt_m_max loan_os_prcp_credit_amount_m12 min_tnr useratemore70monthsubcurmonth useratemore70_m6_num cre_now_l30_used_amt_d_max t_ps_od_days_max cre_l90_used_limit_amt_min s_ps_od_days_max cre_now_l30_limit_left_d_min f_ps_od_days_max cre_now_l90_limit_left_d_min available_limit_amt end_loan_to_rep_loan_freq loan_os_prcp_credit_amount_m3 loan_os_prcp_credit_amount_m6 cre_now_p1m_used_rate_m useratemore50maxcontimonsm12 cre_l60_used_limit_rate_min cre_now_l60_usedrate_m_max last_clear_num_m1 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
feature_infos=[0:199900] [0:200000] [0:163133.3333] [0:1] [0:1194.0856000000001] [-9998:100] [0:287] [0:12] [0:40772.739999999998] [0:11497] [-9998:100] [0:24] [0:114.81] [0:166000] [-9998:4920] [0:24] [0:99999] [0:6] [0:1] [0:196] [0:148000] [0:99] [-1680:235044.5] [0:107] [-1680:728536] [0:195506.28] [-99999:3496] [-9998:4935.3500000000004] [-9998:4571.6099999999997] [-60:9.1311] [0:12] [0:26.666699999999999] [0:15.666700000000001] [0:56] [-15685.8824:309.70909999999998] [0:397] [0:132000] [0:3] [1:186225] [0:133000]
tree_sizes=569 595 596 593 592 595 594 588 599 595 589 590 595 592 593 599 585 600 594 593 601 599 595 594 601 601 594 596 596 597 589 599 598 595 597 596 592 591 592 594 594 589 588 599 596 597 597 595 596 592 597 594 589 583 599 588 597 594 601 596 607 593 593 593 602 593 594 597 600 603 591 596 587 591 593 598 603 591 593 596 591 596 599 594 592 593 597 600 596 595 594 593 600 595 598 590 594 595 594 597 594 603 599 594 591 594 599 593 599 601 599 599 590 594 601 590 601 601 593 591 594 600 594 593 593 594 590 592 596 594 591 600 598 489 593 598 595 599 593 591 592 595 596 592 597 599 593 595 600 594 599 598 597 598 594 594 599 594 600 599 600 601 592 599 593 595 599 593 596 598 600 600 602 592 593 600 593 601 589 598 601 601 597 591 599 595 590 596 601 595 596 594 598 592 600 595 597 603 602 595 602 600 597 601 600 601 602 596 593 601 599 599 593 599 596 593 597 595 601 595 598 593 600 601 598 597 597 594 595 600 602 601 597 599 599 600 600 599 600 591 596 601 593 596 592 594 488 592 590 595 605 597 593 592 597 595 597 599 487 589 596 596 603 599 599 594 597 599 602 592 595 590 592 598 607 594 603 591 595 600 593 596 599 597 590 601 591 598 596 594 595 593 593 595 601 594 592 602 592 594

Tree=0
num_leaves=4
num_cat=0
split_feature=23 20 38
split_gain=777.315 361.085 121.405
threshold=1.0000000180025095e-35 833.54500000000019 1.0000500000000001
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-2.4007727857043428 -2.4041133716162348 -2.3835903394839479 -2.4154560184927045
leaf_weight=424.76117287576199 694.39411683380604 777.9365716651082 300.96100578457117
leaf_count=5374 8842 9513 3917
internal_value=-2.39776 -2.38966 -2.40753
internal_weight=2198.05 1202.7 995.355
internal_count=27646 14887 12759
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=38 21 21
split_gain=477.468 320.64 79.6214
threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.018312855915196536 0.0014809788338990017 0.0049575308804124599 -0.0096324534671338499
leaf_weight=894.9833735153079 313.02262761443853 737.06048334389925 262.17242684215307
leaf_count=10885 3964 9282 3431
internal_value=0.00815232 0.0122874 -0.00354286
internal_weight=2207.24 1632.04 575.195
internal_count=27562 20167 7395
is_linear=0
shrinkage=0.0149828


Tree=2
num_leaves=4
num_cat=0
split_feature=25 35 31
split_gain=434.06 185.821 159.235
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00011331178273107349 0.0064439376916171943 -0.0051483454262815078 0.019881620551462802
leaf_weight=100.06277611851692 1047.6959707140923 436.80600490421057 634.21524381637573
leaf_count=1277 12991 5628 7638
internal_value=0.00769276 0.003024 0.017101
internal_weight=2218.78 1484.5 734.278
internal_count=27534 18619 8915
is_linear=0
shrinkage=0.0149828


Tree=3
num_leaves=4
num_cat=0
split_feature=25 35 39
split_gain=419.536 170.86 155.222
threshold=1.0000000180025095e-35 1.0000000180025095e-35 544.55500000000006
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.01965444415650059 0.0061831642836270243 -0.0049871226667426577 0.00086698490617137319
leaf_weight=630.47404965758324 1059.395874068141 428.72983365505934 116.17608987540007
leaf_count=7461 13067 5545 1473
internal_value=0.00756238 0.00295603 0.0167134
internal_weight=2234.78 1488.13 746.65
internal_count=27546 18612 8934
is_linear=0
shrinkage=0.0149828


Tree=4
num_leaves=4
num_cat=0
split_feature=21 8 21
split_gain=413.137 362.577 109.27
threshold=1.0000000180025095e-35 2683.1050000000005 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0092388715334661246 -0.00068266516222797774 0.028976513123697655 0.019742219724071974
leaf_weight=980.66996417939663 949.75633460283279 264.12024673819542 59.904294587671757
leaf_count=11870 11971 3046 713
internal_value=0.00767929 0.0134493 0.000552533
internal_weight=2254.45 1244.79 1009.66
internal_count=27600 14916 12684
is_linear=0
shrinkage=0.0149828


Tree=5
num_leaves=4
num_cat=0
split_feature=31 21 6
split_gain=421.388 370.624 91.2549
threshold=0.27705000000000007 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0035231709057934875 0.019453084416184745 0.0040192939425427558 -0.0064528992622016343
leaf_weight=495.89469652622938 806.54356561601162 616.53988946974277 347.39436066895723
leaf_count=6089 9360 7653 4455
internal_value=0.00780341 0.0127718 -0.000562713
internal_weight=2266.37 1423.08 843.289
internal_count=27557 17013 10544
is_linear=0
shrinkage=0.0149828


Tree=6
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=646.15 289.864 152.036
threshold=1.0000000180025095e-35 1866.5150000000001 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0095519137053166926 0.0069369861625504532 0.025078829820107226 -0.005516939091327046
leaf_weight=861.87954574078321 317.06111032515764 393.31549059599638 700.24956177920103
leaf_count=10252 3831 4444 8952
internal_value=0.00724655 0.0144315 -0.00160582
internal_weight=2272.51 1255.2 1017.31
internal_count=27479 14696 12783
is_linear=0
shrinkage=0.0149828


Tree=7
num_leaves=4
num_cat=0
split_feature=23 8 19
split_gain=688.652 353.72 135.696
threshold=1.0000000180025095e-35 4632.0750000000016 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.011534188044939659 -0.0032060230455950552 0.034786106331308374 0.021040156698165391
leaf_weight=1107.7283262759447 960.4029930382967 167.41460558027029 51.957632541656494
leaf_count=12930 12141 1804 607
internal_value=0.00729794 0.0146154 -0.00190582
internal_weight=2287.5 1275.14 1012.36
internal_count=27482 14734 12748
is_linear=0
shrinkage=0.0149828


Tree=8
num_leaves=4
num_cat=0
split_feature=23 38 35
split_gain=566.916 297.997 121.391
threshold=1.0000000180025095e-35 1.1433500000000001 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.017322052976554699 0.0019038595162330764 -0.00035198230420119834 -0.0095753587487095327
leaf_weight=1020.8667138516903 725.49934692680836 266.39292553067207 285.61684185266495
leaf_count=11461 8960 3255 3777
internal_value=0.0070505 0.0136386 -0.00132379
internal_weight=2298.38 1287.26 1011.12
internal_count=27453 14716 12737
is_linear=0
shrinkage=0.0149828


Tree=9
num_leaves=4
num_cat=0
split_feature=23 31 28
split_gain=622.304 241.144 73.2819
threshold=1.0000000180025095e-35 0.27705000000000007 75.075000000000003
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0053239471675561876 -0.0046761611740967109 0.018853676785640618 0.0035477257021676693
leaf_weight=449.84684665501118 605.38794750720263 869.14765413850546 401.27511546760798
leaf_count=5306 7764 9566 4938
internal_value=0.00747676 0.0142407 -0.00137228
internal_weight=2325.66 1318.99 1006.66
internal_count=27574 14872 12702
is_linear=0
shrinkage=0.0149828


Tree=10
num_leaves=4
num_cat=0
split_feature=39 29 36
split_gain=403.739 168.554 46.4762
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6500.0900000000011
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.02371030770125505 -0.0060962385685454593 0.008551155381484106 0.0065937906372239945
leaf_weight=182.4777991771698 489.44527084380388 1576.0281918346882 71.047145374119282
leaf_count=1999 6254 18256 869
internal_value=0.00661326 0.0101419 -0.00441751
internal_weight=2319 1758.51 560.492
internal_count=27378 20255 7123
is_linear=0
shrinkage=0.0149828


Tree=11
num_leaves=4
num_cat=0
split_feature=23 8 38
split_gain=521.919 299.013 112.079
threshold=1.0000000180025095e-35 6043.2050000000008 1.0000500000000001
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.01017234402875946 0.0015299038263137112 0.032897890971202125 -0.0094683262362347236
leaf_weight=1194.0937660709023 718.83017827570438 143.6887921243906 288.87417012453079
leaf_count=13412 8800 1455 3870
internal_value=0.00651417 0.0126424 -0.00160769
internal_weight=2345.49 1337.78 1007.7
internal_count=27537 14867 12670
is_linear=0
shrinkage=0.0149828


Tree=12
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=477.145 262.9 134.353
threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0091358513255217697 0.0067960394874965312 0.025769155128308491 -0.0048846872587231267
leaf_weight=1086.6460327282548 320.73910769820213 264.23386177420616 693.40327028185129
leaf_count=12167 3825 2681 8933
internal_value=0.00658375 0.0124089 -0.00116218
internal_weight=2365.02 1350.88 1014.14
internal_count=27606 14848 12758
is_linear=0
shrinkage=0.0149828


Tree=13
num_leaves=4
num_cat=0
split_feature=23 8 38
split_gain=501.924 258.371 121.535
threshold=1.0000000180025095e-35 3121.2400000000002 1.0000500000000001
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0091874482091009301 0.0017783211616315524 0.02556285286743526 -0.0096779755033486684
leaf_weight=1091.2570350244641 723.25308027118444 268.62757736444473 288.01643047481775
leaf_count=12123 8839 2665 3900
internal_value=0.00650259 0.0124413 -0.00146972
internal_weight=2371.15 1359.88 1011.27
internal_count=27527 14788 12739
is_linear=0
shrinkage=0.0149828


Tree=14
num_leaves=4
num_cat=0
split_feature=38 29 21
split_gain=396.211 284.493 69.0707
threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.02751921455434387 0.00032999300600506022 0.0080495140055267742 -0.01004496849257254
leaf_weight=186.05193760991096 325.69127254933119 1611.7074256688356 250.9698549285531
leaf_count=1915 3914 18195 3393
internal_value=0.00661969 0.0100852 -0.00414523
internal_weight=2374.42 1797.76 576.661
internal_count=27417 20110 7307
is_linear=0
shrinkage=0.0149828


Tree=15
num_leaves=4
num_cat=0
split_feature=25 19 31
split_gain=386.981 187.701 139.722
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0014525444117280454 0.0062721073761536714 -0.0041814070993537464 0.016816109661863064
leaf_weight=103.84814247488976 887.62778560817242 675.98040388524532 715.82207844406366
leaf_count=1276 10039 8465 7625
internal_value=0.00612512 0.00174728 0.0144505
internal_weight=2383.28 1563.61 819.67
internal_count=27405 18504 8901
is_linear=0
shrinkage=0.0149828


Tree=16
num_leaves=4
num_cat=0
split_feature=38 25 36
split_gain=350.758 238.067 52.0072
threshold=1.0321500000000003 25.320000000000004 6500.0900000000011
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.015575600955665536 -0.0064103536165031 0.0045195898393646473 0.0070558459969616476
leaf_weight=714.54958727955818 492.86962036043406 1129.4169465452433 70.493859261274338
leaf_count=7507 6319 12888 844
internal_value=0.0056514 0.00881236 -0.00465489
internal_weight=2407.33 1843.97 563.363
internal_count=27558 20395 7163
is_linear=0
shrinkage=0.0149828


Tree=17
num_leaves=4
num_cat=0
split_feature=38 21 21
split_gain=348.573 247.692 56.702
threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.013491669201981487 -0.00041488031281354239 0.0023495715750922715 -0.0099086011687330496
leaf_weight=1059.4192602187395 324.62822103500366 777.22471937537193 249.97835931181908
leaf_count=11032 3902 9111 3424
internal_value=0.00559516 0.00878124 -0.00454984
internal_weight=2411.25 1836.64 574.607
internal_count=27469 20143 7326
is_linear=0
shrinkage=0.0149828


Tree=18
num_leaves=4
num_cat=0
split_feature=21 8 25
split_gain=339.213 242.316 134.21
threshold=1.0000000180025095e-35 1866.5150000000001 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0058639134447390816 0.0062038558115900238 0.019299009963567103 -0.0050790624993094537
leaf_weight=940.6058901026845 360.0002394542098 443.12779842317104 676.12381809949875
leaf_count=10383 4064 4422 8588
internal_value=0.00532981 0.0101794 -0.00113361
internal_weight=2419.86 1383.73 1036.12
internal_count=27457 14805 12652
is_linear=0
shrinkage=0.0149828


Tree=19
num_leaves=4
num_cat=0
split_feature=23 9 19
split_gain=418.759 232.753 106.413
threshold=1.0000000180025095e-35 353.50000000000006 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0081340648217763604 -0.0032422500536723096 0.026109736635158705 0.017847314323856958
leaf_weight=1224.3564157858491 965.0810262709856 184.28836354613304 53.989744499325752
leaf_count=12993 12108 1747 598
internal_value=0.00522054 0.0105088 -0.00207536
internal_weight=2427.72 1408.64 1019.07
internal_count=27446 14740 12706
is_linear=0
shrinkage=0.0149828


Tree=20
num_leaves=4
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split_feature=23 39 25
split_gain=379.519 184.704 97.9847
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.013451853405305286 0.0053570879313167728 5.3350179821914191e-05 -0.0044617608919031567
leaf_weight=1135.478736102581 337.48125154525042 288.45100712776184 687.03387960791588
leaf_count=11408 3859 3346 8906
internal_value=0.00573264 0.0107315 -0.00120142
internal_weight=2448.44 1423.93 1024.52
internal_count=27519 14754 12765
is_linear=0
shrinkage=0.0149828


Tree=21
num_leaves=4
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split_feature=35 21 25
split_gain=292.577 209.698 41.9021
threshold=1.0000000180025095e-35 1.0000000180025095e-35 337.43500000000006
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.012326516231520535 0.00069544836316067882 0.002202129935552858 -0.0073995415331041389
leaf_weight=1114.4637951776385 241.29448470473289 782.9776787981391 337.33299385011196
leaf_count=11321 2938 9166 4289
internal_value=0.00530921 0.00815321 -0.00397939
internal_weight=2476.07 1897.44 578.627
internal_count=27714 20487 7227
is_linear=0
shrinkage=0.0149828


Tree=22
num_leaves=4
num_cat=0
split_feature=39 19 27
split_gain=237.17 178.017 70.9121
threshold=1.0000000180025095e-35 1.0000000180025095e-35 54.095000000000006
decision_type=8 10 8
left_child=1 -1 -2
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leaf_weight=1074.2646537125111 247.7981968075037 830.45231203734875 313.04588362574577
leaf_count=10857 3242 9468 3884
internal_value=0.00543913 0.00796049 -0.00308644
internal_weight=2465.56 1904.72 560.844
internal_count=27451 20325 7126
is_linear=0
shrinkage=0.0149828


Tree=23
num_leaves=4
num_cat=0
split_feature=38 21 27
split_gain=287.708 175.594 56.9473
threshold=1.0000500000000001 1.0000000180025095e-35 61.555000000000007
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.011478832156398692 -0.0088749631493627041 0.0022306857826441279 0.00050602817225917399
leaf_weight=1108.9073569178581 304.86276643723249 791.2185528203845 268.30008247494698
leaf_count=10990 4001 9173 3323
internal_value=0.0048257 0.00763249 -0.00444098
internal_weight=2473.29 1900.13 573.163
internal_count=27487 20163 7324
is_linear=0
shrinkage=0.0149828


Tree=24
num_leaves=4
num_cat=0
split_feature=25 19 35
split_gain=268.309 144.699 83.7769
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.014295825316713815 0.005763885257780532 -0.0032855705726722892 0.0015751205813933009
leaf_weight=732.98701515048742 940.76594107598066 679.54655034840107 137.91159632056952
leaf_count=7293 10147 8465 1610
internal_value=0.00557481 0.00196273 0.0122724
internal_weight=2491.21 1620.31 870.899
internal_count=27515 18612 8903
is_linear=0
shrinkage=0.0149828


Tree=25
num_leaves=4
num_cat=0
split_feature=35 21 25
split_gain=263.805 177.763 48.3906
threshold=1.0000000180025095e-35 1.0000000180025095e-35 800.04500000000019
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.011169410947985502 -9.5879858693578667e-05 0.0018999392478207737 -0.008808964170008168
leaf_weight=1139.9693021699786 309.72288945317268 785.88838841021061 266.27888975292444
leaf_count=11232 3777 9108 3438
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internal_weight=2501.86 1925.86 576.002
internal_count=27555 20340 7215
is_linear=0
shrinkage=0.0149828


Tree=26
num_leaves=4
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split_feature=25 19 19
split_gain=255.006 134.058 88.2427
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.010343337771445827 0.0050188599781809898 -0.0037036455251321389 0.032638051020120261
leaf_weight=845.57641285657883 945.96116467565298 674.00577761232853 39.250403314828873
leaf_count=8558 10125 8420 373
internal_value=0.00492351 0.00138371 0.0113825
internal_weight=2504.79 1619.97 884.827
internal_count=27476 18545 8931
is_linear=0
shrinkage=0.0149828


Tree=27
num_leaves=4
num_cat=0
split_feature=25 21 39
split_gain=268.187 155.371 103.766
threshold=1.0000000180025095e-35 1.0000000180025095e-35 544.55500000000006
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.013444847988417647 0.0050687854598236637 -0.0042996597718747472 -0.001131613357268325
leaf_weight=768.48405820131302 953.27827697992325 676.06095464527607 122.87808085232973
leaf_count=7425 10012 8625 1479
internal_value=0.00479648 0.00117543 0.0113937
internal_weight=2520.7 1629.34 891.362
internal_count=27541 18637 8904
is_linear=0
shrinkage=0.0149828


Tree=28
num_leaves=4
num_cat=0
split_feature=39 21 36
split_gain=231.746 172.351 48.8148
threshold=1.0000000180025095e-35 1.0000000180025095e-35 15956.635000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.010955874098135832 -0.0046677084868910314 0.0019123036936233644 0.015505772557589819
leaf_weight=1154.7119536623359 532.63138759881258 803.67873881757259 25.407983459532261
leaf_count=11052 6825 9207 286
internal_value=0.0048218 0.00724914 -0.00365832
internal_weight=2516.43 1958.39 558.039
internal_count=27370 20259 7111
is_linear=0
shrinkage=0.0149828


Tree=29
num_leaves=4
num_cat=0
split_feature=25 19 31
split_gain=272.77 128.469 92.1349
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.093850000000000003
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-7.9945647909611753e-05 0.0046107645286370099 -0.0038587833672955089 0.013243326453265342
leaf_weight=131.58306181430817 959.6073642373085 686.33288260549307 780.76298848539591
leaf_count=1519 10160 8610 7461
internal_value=0.00472179 0.00107324 0.011283
internal_weight=2558.29 1645.94 912.346
internal_count=27750 18770 8980
is_linear=0
shrinkage=0.0149828


Tree=30
num_leaves=4
num_cat=0
split_feature=38 25 16
split_gain=262.66 143.257 41.3565
threshold=1.0321500000000003 25.320000000000004 2.5000000000000004
decision_type=8 10 10
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right_child=2 -3 -4
leaf_value=0.01188524684039541 -0.0015877855285922988 0.0036621227990567607 -0.010099401116107017
leaf_weight=796.03567121177912 365.96233408153057 1188.6524999886751 197.80106361210346
leaf_count=7518 4581 12830 2624
internal_value=0.00440339 0.00696756 -0.00458409
internal_weight=2548.45 1984.69 563.763
internal_count=27553 20348 7205
is_linear=0
shrinkage=0.0149828


Tree=31
num_leaves=4
num_cat=0
split_feature=23 20 25
split_gain=348.155 229.022 87.1551
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0015344240762497471 0.0040639142656851901 0.013684418893226124 -0.0050458484749664797
leaf_weight=543.84430214762688 354.19328447431326 968.16801828891039 686.55081661045551
leaf_count=5730 3804 9015 8923
internal_value=0.00472924 0.00931631 -0.00192081
internal_weight=2552.76 1512.01 1040.74
internal_count=27472 14745 12727
is_linear=0
shrinkage=0.0149828


Tree=32
num_leaves=4
num_cat=0
split_feature=23 31 31
split_gain=331.081 161.858 59.1976
threshold=1.0000000180025095e-35 0.27705000000000007 0.40325000000000005
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0019749422814776267 -0.0055220893471909635 0.012354465853321752 0.0015809337713257317
leaf_weight=505.49393343925476 532.40158630162477 1017.4201532751322 512.01943084597588
leaf_count=5326 6770 9445 6000
internal_value=0.00445868 0.00891116 -0.00201957
internal_weight=2567.34 1522.91 1044.42
internal_count=27541 14771 12770
is_linear=0
shrinkage=0.0149828


Tree=33
num_leaves=4
num_cat=0
split_feature=35 3 31
split_gain=214.523 134.372 45.8167
threshold=1.0000000180025095e-35 0.78075000000000017 0.27705000000000007
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0035294927119600382 -0.0080034708490812657 0.011551472444550131 0.00033082636241468403
leaf_weight=1244.5279983505607 286.69231849908829 754.74550379067659 295.01089629530907
leaf_count=12858 3746 7477 3514
internal_value=0.004235 0.00656544 -0.00373837
internal_weight=2580.98 1999.27 581.703
internal_count=27595 20335 7260
is_linear=0
shrinkage=0.0149828


Tree=34
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=271.264 179.913 112.037
threshold=1.0000000180025095e-35 1239.1750000000004 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0032869712447358922 0.0049422966287011082 0.013565969201058542 -0.0053340799737858291
leaf_weight=823.63856495171785 359.24416762590408 714.73482628166676 689.69825521111488
leaf_count=8307 3822 6477 8994
internal_value=0.00406667 0.00806987 -0.0017905
internal_weight=2587.32 1538.37 1048.94
internal_count=27600 14784 12816
is_linear=0
shrinkage=0.0149828


Tree=35
num_leaves=4
num_cat=0
split_feature=35 20 11
split_gain=218.797 171.823 30.4422
threshold=1.0000000180025095e-35 4788.1250000000009 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0037734151647825392 -0.0068589830678074662 0.014023106077796421 0.00026985559716435963
leaf_weight=1539.5710053145885 365.04760336875916 481.32536078989506 204.26979211717844
leaf_count=15904 4662 4506 2453
internal_value=0.00391309 0.00622512 -0.00425597
internal_weight=2590.21 2020.9 569.317
internal_count=27525 20410 7115
is_linear=0
shrinkage=0.0149828


Tree=36
num_leaves=4
num_cat=0
split_feature=23 8 19
split_gain=245.62 183.802 116.034
threshold=1.0000000180025095e-35 1866.5150000000001 11.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0044390297572718682 -0.0021634813487039621 0.015402769774130813 0.026772609403845647
leaf_weight=1029.047405295074 1011.3066999539733 514.99343735724688 29.227915599942207
leaf_count=10224 12406 4464 281
internal_value=0.00431811 0.00810681 -0.00129003
internal_weight=2584.58 1544.04 1040.53
internal_count=27375 14688 12687
is_linear=0
shrinkage=0.0149828


Tree=37
num_leaves=4
num_cat=0
split_feature=38 21 27
split_gain=217.5 156.162 62.0417
threshold=1.0000500000000001 1.0000000180025095e-35 46.225000000000001
decision_type=8 10 8
left_child=1 -1 -2
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leaf_value=0.0097319098448923926 -0.010404259023515461 0.0012576495227502381 -0.000254435721224923
leaf_weight=1210.5136066451669 216.69646842032671 819.9729188606143 356.97993117570877
leaf_count=10995 2913 9183 4403
internal_value=0.00401172 0.00631395 -0.00409933
internal_weight=2604.16 2030.49 573.676
internal_count=27494 20178 7316
is_linear=0
shrinkage=0.0149828


Tree=38
num_leaves=4
num_cat=0
split_feature=23 8 28
split_gain=272.084 191.477 61.8011
threshold=1.0000000180025095e-35 3121.2400000000002 81.975000000000009
decision_type=10 8 8
left_child=1 -1 -2
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leaf_value=0.005247151946111416 -0.0046361095714738407 0.018181545160113308 0.0029938503765419857
leaf_weight=1250.7879083007574 676.47425887733698 321.69923277944326 362.34216041862965
leaf_count=12140 8650 2644 4031
internal_value=0.00398044 0.00790878 -0.00195164
internal_weight=2611.3 1572.49 1038.82
internal_count=27465 14784 12681
is_linear=0
shrinkage=0.0149828


Tree=39
num_leaves=4
num_cat=0
split_feature=23 20 25
split_gain=261.241 189.181 87.8841
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010018955827660297 0.0042104066994371235 0.01183349701768052 -0.0048467161839352985
leaf_weight=560.69345550239086 368.09338670969009 1021.3048047795892 677.35653017088771
leaf_count=5749 3884 9020 8882
internal_value=0.00415908 0.00799694 -0.00163432
internal_weight=2627.45 1582 1045.45
internal_count=27535 14769 12766
is_linear=0
shrinkage=0.0149828


Tree=40
num_leaves=4
num_cat=0
split_feature=35 25 11
split_gain=188.515 124.337 43.7092
threshold=1.0000000180025095e-35 25.320000000000004 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.010418133297717772 -0.0069296384787840308 0.0028660012755867496 0.0016153685577988911
leaf_weight=818.18200729042292 365.37808222323656 1224.5288975015283 205.7957387343049
leaf_count=7368 4695 12853 2449
internal_value=0.0037695 0.00589795 -0.00380572
internal_weight=2613.88 2042.71 571.174
internal_count=27365 20221 7144
is_linear=0
shrinkage=0.0149828


Tree=41
num_leaves=4
num_cat=0
split_feature=38 29 16
split_gain=201.295 162.83 46.3797
threshold=1.0000500000000001 1.0000000180025095e-35 2.5000000000000004
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.017879809366976238 -0.0011304455717267672 0.004357403059847411 -0.010171128600057611
leaf_weight=221.93083817511797 374.57788390293717 1839.0169049948454 192.83167957514524
leaf_count=1884 4656 18240 2603
internal_value=0.00365217 0.0058287 -0.00421546
internal_weight=2628.36 2060.95 567.41
internal_count=27383 20124 7259
is_linear=0
shrinkage=0.0149828


Tree=42
num_leaves=4
num_cat=0
split_feature=20 9 14
split_gain=159.471 73.0439 37.0193
threshold=639.43500000000006 237.50000000000003 56.405000000000008
decision_type=10 8 8
left_child=2 -2 -1
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leaf_value=-0.0054848744805826646 0.0043884847335791347 0.011165730137956935 0.0010354272259309471
leaf_weight=352.95461451262236 1387.6564897149801 483.59824706986547 425.21716293692589
leaf_count=4269 13772 4877 4629
internal_value=0.0037793 0.00614921 -0.00189735
internal_weight=2649.43 1871.25 778.172
internal_count=27547 18649 8898
is_linear=0
shrinkage=0.0149828


Tree=43
num_leaves=4
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split_feature=21 20 38
split_gain=176.566 153.303 81.0566
threshold=1.0000000180025095e-35 639.43500000000006 1.0000500000000001
decision_type=10 10 8
left_child=1 -1 -2
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leaf_value=-0.00053076357027403607 0.0012202193060019515 0.0098447332266241219 -0.0087008301668430391
leaf_weight=438.6832427084446 828.73193035274744 1131.2453002780676 234.42433150112629
leaf_count=4694 9136 10115 3382
internal_value=0.00374006 0.00693041 -0.000957723
internal_weight=2633.08 1569.93 1063.16
internal_count=27327 14809 12518
is_linear=0
shrinkage=0.0149828


Tree=44
num_leaves=4
num_cat=0
split_feature=23 26 27
split_gain=233.708 132.509 65.5388
threshold=1.0000000180025095e-35 850.50000000000011 117.89500000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0051990846339263911 -0.0032141624803347663 0.016141546851041338 0.0079385022037089647
leaf_weight=1299.3530884981155 916.66649840399623 305.96082167327404 132.48249615728855
leaf_count=12151 11390 2578 1341
internal_value=0.00370728 0.00729906 -0.0017744
internal_weight=2654.46 1605.31 1049.15
internal_count=27460 14729 12731
is_linear=0
shrinkage=0.0149828


Tree=45
num_leaves=4
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split_feature=25 39 20
split_gain=222.423 89.6247 47.3812
threshold=1.0000000180025095e-35 1.0000000180025095e-35 639.43500000000006
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0034738174430590549 0.0019150435034019809 -0.005999187917960472 0.010875975862464275
leaf_weight=270.84715048223734 1254.0488632209599 428.3440792709589 716.28284085541964
leaf_count=2818 12917 5635 6203
internal_value=0.0032093 -9.34822e-05 0.00884591
internal_weight=2669.52 1682.39 987.13
internal_count=27573 18552 9021
is_linear=0
shrinkage=0.0149828


Tree=46
num_leaves=4
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split_feature=38 19 27
split_gain=182.741 110.854 46.4896
threshold=1.4250500000000004 1.0000000180025095e-35 28.205000000000002
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.0078678945379251734 -0.013879367802443145 0.0011202148218197774 -0.0026916557702228706
leaf_weight=1279.6610864438117 110.04784923791885 957.76878936216235 336.24365576729178
leaf_count=11479 1531 10407 4229
internal_value=0.00323595 0.00498391 -0.00547336
internal_weight=2683.72 2237.43 446.292
internal_count=27646 21886 5760
is_linear=0
shrinkage=0.0149828


Tree=47
num_leaves=4
num_cat=0
split_feature=23 9 38
split_gain=244.006 119.006 58.0072
threshold=1.0000000180025095e-35 237.50000000000003 1.0000500000000001
decision_type=10 10 8
left_child=1 -1 -2
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leaf_value=0.0049984862195892165 -0.00026205205026947535 0.015442477191270683 -0.0083626425793373073
leaf_weight=1323.5275341793895 781.28780464082956 299.37004545331001 264.5565034635365
leaf_count=12268 8800 2440 3901
internal_value=0.00330401 0.00693905 -0.00232219
internal_weight=2668.74 1622.9 1045.84
internal_count=27409 14708 12701
is_linear=0
shrinkage=0.0149828


Tree=48
num_leaves=4
num_cat=0
split_feature=35 9 27
split_gain=148.75 93.9308 33.7799
threshold=1.0000000180025095e-35 237.50000000000003 46.225000000000001
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0032892610587274078 -0.0081337523541512961 0.010773588677346402 -0.00065554515326019013
leaf_weight=1613.2821267098188 219.47768694162369 491.40654946863651 356.41593847796321
leaf_count=15634 2951 4651 4244
internal_value=0.00319853 0.00504582 -0.00351731
internal_weight=2680.58 2104.69 575.894
internal_count=27480 20285 7195
is_linear=0
shrinkage=0.0149828


Tree=49
num_leaves=4
num_cat=0
split_feature=23 26 19
split_gain=239.918 136.348 86.3548
threshold=1.0000000180025095e-35 850.50000000000011 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0044418133965940547 -0.0034255994744334423 0.015407818264522989 0.01952043953585832
leaf_weight=1315.7089103087783 1012.4712466113269 314.0328109189868 35.263263691216707
leaf_count=12110 12380 2559 334
internal_value=0.00297441 0.00656896 -0.0026023
internal_weight=2677.48 1629.74 1047.73
internal_count=27383 14669 12714
is_linear=0
shrinkage=0.0149828


Tree=50
num_leaves=4
num_cat=0
split_feature=23 20 25
split_gain=218.786 126.62 73.5447
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010708071691090879 0.0032934011798575516 0.0097693979827445376 -0.0049117452718759804
leaf_weight=577.50763702392578 377.74211066961288 1078.5571395307779 681.13926811888814
leaf_count=5774 3874 9056 8977
internal_value=0.0033396 0.00673883 -0.00196253
internal_weight=2714.95 1656.06 1058.88
internal_count=27681 14830 12851
is_linear=0
shrinkage=0.0149828


Tree=51
num_leaves=4
num_cat=0
split_feature=23 20 19
split_gain=251.648 117.894 68.7538
threshold=1.0000000180025095e-35 833.54500000000019 14.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.0013066152282338525 -0.002803082497224467 0.0098631436829658831 0.023098712265510159
leaf_weight=532.38666146248579 1023.7273675650358 1132.0351061150432 20.630865328013897
leaf_count=5346 12528 9449 183
internal_value=0.00351286 0.00712836 -0.00223453
internal_weight=2708.78 1664.42 1044.36
internal_count=27506 14795 12711
is_linear=0
shrinkage=0.0149828


Tree=52
num_leaves=4
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split_feature=38 3 27
split_gain=166.755 109.368 55.0366
threshold=1.0000500000000001 0.75035000000000007 28.205000000000002
decision_type=8 8 8
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leaf_value=0.0015711361982224637 -0.013272333763722024 0.0083871688729589087 -0.0019364237445361481
leaf_weight=1146.6391611620784 120.22190639004111 983.61793547123671 458.89557214081287
leaf_count=11075 1702 9031 5735
internal_value=0.0027847 0.00472417 -0.00431313
internal_weight=2709.37 2130.26 579.117
internal_count=27543 20106 7437
is_linear=0
shrinkage=0.0149828


Tree=53
num_leaves=4
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split_feature=38 22 36
split_gain=156.937 105.957 41.8144
threshold=1.0000500000000001 1.0000500000000001 6500.0900000000011
decision_type=8 8 8
left_child=1 -1 -2
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leaf_value=0.01035750918207828 -0.0053850494291767274 0.0029679896861455504 0.0064412681827161426
leaf_weight=607.23113296926022 491.8072505146265 1546.366037607193 74.12162871286273
leaf_count=5104 6440 15095 847
internal_value=0.00321364 0.00505983 -0.00377486
internal_weight=2719.53 2153.6 565.929
internal_count=27486 20199 7287
is_linear=0
shrinkage=0.0149828


Tree=54
num_leaves=4
num_cat=0
split_feature=23 35 19
split_gain=241.236 97.6463 81.779
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0080304158683303598 -0.003904390848525631 -0.0011816219955795976 0.013387201533282036
leaf_weight=1364.3871820792556 989.23457700014114 312.07166174054146 62.386455278843641
leaf_count=11434 12180 3351 610
internal_value=0.00277169 0.0062992 -0.00283694
internal_weight=2728.08 1676.46 1051.62
internal_count=27575 14785 12790
is_linear=0
shrinkage=0.0149828


Tree=55
num_leaves=4
num_cat=0
split_feature=38 8 28
split_gain=132.703 80.0428 36.3699
threshold=1.3144500000000001 11022.160000000002 27.545000000000005
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0035821914996300563 -0.011081307483373765 0.013956349770396748 -0.0017287434329504518
leaf_weight=2090.8292282745242 128.20221633091569 179.22967293485999 339.78787328675389
leaf_count=19945 1801 1558 4278
internal_value=0.00291445 0.00441387 -0.00431139
internal_weight=2738.05 2270.06 467.99
internal_count=27582 21503 6079
is_linear=0
shrinkage=0.0149828


Tree=56
num_leaves=4
num_cat=0
split_feature=31 35 11
split_gain=158.932 60.629 48.1977
threshold=0.27705000000000007 1.0000000180025095e-35 10.500000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.005087997560518415 0.006415046453848528 -0.00095974331654067333 0.0018497523457215639
leaf_weight=574.38731124997139 1513.1705582588911 292.95136011019349 361.83389466255903
leaf_count=6740 13650 3418 3780
internal_value=0.00260875 0.00520539 -0.00238331
internal_weight=2742.34 1806.12 936.221
internal_count=27588 17068 10520
is_linear=0
shrinkage=0.0149828


Tree=57
num_leaves=4
num_cat=0
split_feature=23 8 1
split_gain=169.228 128.518 46.0078
threshold=1.0000000180025095e-35 4632.0750000000016 180500.00000000003
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0039177137129103329 0.00040502798728600498 0.015530749382680679 -0.0060180803376280057
leaf_weight=1444.6793787479401 662.11692169681191 248.81669761240482 395.62902147322893
leaf_count=13007 7837 1802 4982
internal_value=0.00270413 0.00563983 -0.00198186
internal_weight=2751.24 1693.5 1057.75
internal_count=27628 14809 12819
is_linear=0
shrinkage=0.0149828


Tree=58
num_leaves=4
num_cat=0
split_feature=31 21 15
split_gain=144.209 107.499 28.7965
threshold=0.093850000000000003 1.0000000180025095e-35 3.5000000000000004
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0074061310735457665 0.0070287589911638467 0.00040801825070955312 0.00071029174740813641
leaf_weight=308.18580229580402 1400.1721125245094 909.72066825628281 136.83333341777325
leaf_count=3876 11993 10209 1514
internal_value=0.00291875 0.00442528 -0.00484891
internal_weight=2754.91 2309.89 445.019
internal_count=27592 22202 5390
is_linear=0
shrinkage=0.0149828


Tree=59
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=208.362 129.054 66.3635
threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.004318535684535425 0.0030004723849905361 0.014400483879191607 -0.004821503678242839
leaf_weight=1339.5126339793205 375.55939652770758 360.82260946929455 673.95258581638336
leaf_count=12086 3811 2631 8939
internal_value=0.0032322 0.00647088 -0.00200029
internal_weight=2749.85 1700.34 1049.51
internal_count=27467 14717 12750
is_linear=0
shrinkage=0.0149828


Tree=60
num_leaves=4
num_cat=0
split_feature=31 21 29
split_gain=133.412 120.588 18.1214
threshold=0.093850000000000003 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0089131850064707516 0.0070238482018540362 1.5656204820302056e-05 -0.0024580374556780159
leaf_weight=147.89377250894904 1412.0931711308658 905.42875552922487 299.92148591950536
leaf_count=2058 11955 10167 3371
internal_value=0.00284121 0.00428973 -0.00460433
internal_weight=2765.34 2317.52 447.815
internal_count=27551 22122 5429
is_linear=0
shrinkage=0.0149828


Tree=61
num_leaves=4
num_cat=0
split_feature=25 3 19
split_gain=174.239 81.8544 55.6607
threshold=1.0000000180025095e-35 0.75035000000000007 11.500000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0071758371674005509 -0.0029941927900582858 0.0034857609468234227 0.023909029084383283
leaf_weight=984.64972275868058 895.75069196149707 849.28358101844788 43.805381551384926
leaf_count=8574 9892 8787 345
internal_value=0.00304318 0.000154917 0.00792694
internal_weight=2773.49 1745.03 1028.46
internal_count=27598 18679 8919
is_linear=0
shrinkage=0.0149828


Tree=62
num_leaves=4
num_cat=0
split_feature=31 21 6
split_gain=146.668 100.16 41.886
threshold=0.27705000000000007 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=8.3193856635559093e-05 0.00770830597197738 0.00050566112221012854 -0.0064381899777293606
leaf_weight=592.39839552342892 1137.1092566326261 702.20687186345458 345.29303589090705
leaf_count=6097 9356 7730 4399
internal_value=0.00250409 0.0049625 -0.00230089
internal_weight=2777.01 1839.32 937.691
internal_count=27582 17086 10496
is_linear=0
shrinkage=0.0149828


Tree=63
num_leaves=4
num_cat=0
split_feature=28 21 38
split_gain=158.101 107.294 56.5027
threshold=50.57500000000001 1.0000000180025095e-35 1.0321500000000003
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00020507820232282392 0.0077599202607213777 0.00049322562114881296 -0.0086150236124178659
leaf_weight=589.84112342074513 1192.9718898385763 740.31353565678 256.20740718767047
leaf_count=5843 9969 8171 3544
internal_value=0.00261695 0.00498117 -0.00276489
internal_weight=2779.33 1933.29 846.049
internal_count=27527 18140 9387
is_linear=0
shrinkage=0.0149828


Tree=64
num_leaves=4
num_cat=0
split_feature=23 25 25
split_gain=207.77 126.271 61.2272
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.010712237137184586 0.0018776795765789638 0.0023470921752316125 -0.0056233626758896036
leaf_weight=654.85708013921976 377.2126201801002 1062.9887290373445 671.30226632207632
leaf_count=5071 3792 9625 8942
internal_value=0.00233673 0.00554399 -0.00290298
internal_weight=2766.36 1717.85 1048.51
internal_count=27430 14696 12734
is_linear=0
shrinkage=0.0149828


Tree=65
num_leaves=4
num_cat=0
split_feature=38 25 21
split_gain=155.1 97.7335 42.2321
threshold=1.0000500000000001 144.34000000000003 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.008137275026734378 -0.0008797574512604176 0.0017855063853822334 -0.0092528722156859054
leaf_weight=951.59959211200476 336.21521740779281 1275.2682126685977 226.9622830748558
leaf_count=7741 3870 12472 3455
internal_value=0.00272776 0.00450577 -0.00426464
internal_weight=2790.05 2226.87 563.178
internal_count=27538 20213 7325
is_linear=0
shrinkage=0.0149828


Tree=66
num_leaves=4
num_cat=0
split_feature=25 31 8
split_gain=140.114 74.8154 35.4048
threshold=1.0000000180025095e-35 0.12775000000000003 6043.2050000000008
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0057070726392181781 -0.0061074571440625546 0.0015123061144779756 0.013580943092489799
leaf_weight=893.83160032331944 362.59131009504199 1379.6398127190769 149.89427224546671
leaf_count=7734 4504 14081 1161
internal_value=0.00252304 -6.8409e-05 0.0068571
internal_weight=2785.96 1742.23 1043.73
internal_count=27480 18585 8895
is_linear=0
shrinkage=0.0149828


Tree=67
num_leaves=4
num_cat=0
split_feature=25 21 19
split_gain=135.476 79.848 75.8683
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0053129024316613928 0.0021705184029127311 -0.0043978247309415077 0.020863594169329095
leaf_weight=972.72670423984528 1063.2201156057417 676.93394583463669 72.889110572636127
leaf_count=8293 9905 8672 580
internal_value=0.00217563 -0.000376627 0.00643166
internal_weight=2785.77 1740.15 1045.62
internal_count=27450 18577 8873
is_linear=0
shrinkage=0.0149828


Tree=68
num_leaves=4
num_cat=0
split_feature=25 31 19
split_gain=139.602 83.8252 53.0138
threshold=1.0000000180025095e-35 0.21695000000000003 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0097024556006288041 -0.0051128133772849896 0.0020268057401953941 0.002887076446008678
leaf_weight=597.6863691136241 527.59258291497827 1208.7140492498875 454.77824413403869
leaf_count=4734 6345 12194 4152
internal_value=0.00246481 -0.000135865 0.0067636
internal_weight=2788.77 1736.31 1052.46
internal_count=27425 18539 8886
is_linear=0
shrinkage=0.0149828


Tree=69
num_leaves=4
num_cat=0
split_feature=25 21 21
split_gain=142.557 92.671 46.9665
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0093968744265871037 0.0025991148027690752 -0.0045065399990632197 0.0029088203549453287
leaf_weight=638.61103788018227 1064.0258008092642 667.83458385244012 418.78858722746372
leaf_count=4891 9896 8613 3975
internal_value=0.00250448 -0.000132951 0.00683247
internal_weight=2789.26 1731.86 1057.4
internal_count=27375 18509 8866
is_linear=0
shrinkage=0.0149828


Tree=70
num_leaves=4
num_cat=0
split_feature=23 8 21
split_gain=162.268 100.062 44.6544
threshold=1.0000000180025095e-35 3121.2400000000002 12.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0029469027644375813 -0.0030655586705507941 0.01164434218099184 0.016306767697429409
leaf_weight=1386.492520712316 1040.4343735016882 376.48347227275372 24.407767843455076
leaf_count=12178 12654 2657 222
internal_value=0.00202675 0.00481587 -0.0025765
internal_weight=2827.82 1762.98 1064.84
internal_count=27711 14835 12876
is_linear=0
shrinkage=0.0149828


Tree=71
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=164.838 114.063 66.4809
threshold=1.0000000180025095e-35 6043.2050000000008 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0034071483640675114 0.0021615841286810144 0.014997829640846018 -0.00557528231331596
leaf_weight=1549.3330458775163 395.42482353374362 214.62015029042959 656.23129053041339
leaf_count=13350 3883 1450 8866
internal_value=0.00203459 0.00483355 -0.00264536
internal_weight=2815.61 1763.95 1051.66
internal_count=27549 14800 12749
is_linear=0
shrinkage=0.0149828


Tree=72
num_leaves=4
num_cat=0
split_feature=38 8 27
split_gain=118.342 94.5001 48.5556
threshold=1.1060000000000003 8226.3150000000023 28.205000000000002
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0025589810005936268 -0.012940662797775023 0.011957676477731339 -0.0018144260932860317
leaf_weight=2032.8450982496142 110.1308510825038 270.03229190036654 418.59337555989623
leaf_count=18526 1647 2250 5232
internal_value=0.00220273 0.00367233 -0.00415827
internal_weight=2831.6 2302.88 528.724
internal_count=27655 20776 6879
is_linear=0
shrinkage=0.0149828


Tree=73
num_leaves=4
num_cat=0
split_feature=23 8 19
split_gain=169.506 143.922 62.4298
threshold=1.0000000180025095e-35 1866.5150000000001 11.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0018873709715780797 -0.0032561724140873351 0.010836083802102905 0.017100068112498167
leaf_weight=1161.761253207922 1013.2896039299667 617.05189967900515 32.007229425013065
leaf_count=10343 12411 4487 271
internal_value=0.00218697 0.00500049 -0.0025859
internal_weight=2824.11 1778.81 1045.3
internal_count=27512 14830 12682
is_linear=0
shrinkage=0.0149828


Tree=74
num_leaves=4
num_cat=0
split_feature=23 9 25
split_gain=157.911 99.233 56.0777
threshold=1.0000000180025095e-35 237.50000000000003 237.68000000000004
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0034888943349738431 0.001724025330104476 0.012486759814725365 -0.0052000314095076803
leaf_weight=1437.5187434032559 469.79393239691854 338.79711745679379 582.62400272116065
leaf_count=12302 4931 2438 7857
internal_value=0.00249334 0.00521749 -0.00209002
internal_weight=2828.73 1776.32 1052.42
internal_count=27528 14740 12788
is_linear=0
shrinkage=0.0149828


Tree=75
num_leaves=4
num_cat=0
split_feature=28 21 20
split_gain=102.553 74.728 33.6278
threshold=50.57500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0077824482242431735 0.0059706367662345858 -1.6835774112516649e-05 -0.00082471844672070242
leaf_weight=203.5003682859242 1225.9671707190573 745.33219845592976 656.51944783329964
leaf_count=2685 9880 8173 6815
internal_value=0.00181371 0.00369809 -0.00248627
internal_weight=2831.32 1971.3 860.02
internal_count=27553 18053 9500
is_linear=0
shrinkage=0.0149828


Tree=76
num_leaves=4
num_cat=0
split_feature=23 20 25
split_gain=125.288 78.6855 50.1175
threshold=1.0000000180025095e-35 639.43500000000006 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00095716534340517414 0.0020354493823406764 0.0062163448870140728 -0.0046805696770637721
leaf_weight=454.07120694965124 396.59236240014434 1333.9538890123367 653.3348854444921
leaf_count=4433 3883 10333 8902
internal_value=0.00196976 0.00438205 -0.00212388
internal_weight=2837.95 1788.03 1049.93
internal_count=27551 14766 12785
is_linear=0
shrinkage=0.0149828


Tree=77
num_leaves=4
num_cat=0
split_feature=19 19 18
split_gain=113.691 124.059 64.0521
threshold=7.5000000000000009 1.0000000180025095e-35 0.86445000000000005
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0039187742045315816 0.0093844391948682878 -0.0026553880523076416 0.033881860034021868
leaf_weight=1686.2470201514661 74.932465080171824 1036.0683192647994 32.356186766177416
leaf_count=14809 647 11738 260
internal_value=0.00201361 0.00141153 0.0169162
internal_weight=2829.6 2722.32 107.289
internal_count=27454 26547 907
is_linear=0
shrinkage=0.0149828


Tree=78
num_leaves=4
num_cat=0
split_feature=38 18 36
split_gain=105.634 82.4175 43.4763
threshold=1.0321500000000003 0.77045000000000008 6500.0900000000011
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00059999550686925466 -0.0057414374152185855 0.0053330803122532064 0.0063415753431300022
leaf_weight=805.47367102652788 476.30108070373535 1477.946479100734 74.153303880244493
leaf_count=7576 6334 12730 831
internal_value=0.00181021 0.00323261 -0.00405314
internal_weight=2833.87 2283.42 550.454
internal_count=27471 20306 7165
is_linear=0
shrinkage=0.0149828


Tree=79
num_leaves=4
num_cat=0
split_feature=23 19 28
split_gain=140.403 71.3297 65.043
threshold=1.0000000180025095e-35 7.5000000000000009 32.760000000000012
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0017334016744052958 -0.0032756200121185231 0.012434554391412351 0.0059029741667482412
leaf_weight=293.24559324234724 978.38788890093565 66.422087743878365 1511.462070427835
leaf_count=2817 12136 601 12001
internal_value=0.00211733 -0.00223858 0.00464768
internal_weight=2849.52 1044.81 1804.71
internal_count=27555 12737 14818
is_linear=0
shrinkage=0.0149828


Tree=80
num_leaves=4
num_cat=0
split_feature=38 20 36
split_gain=110.289 64.1698 40.3429
threshold=1.5315000000000001 5571.8150000000014 6500.0900000000011
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0018250319877063268 -0.0072110295337053706 0.0076108472894278762 0.0053750243697278247
leaf_weight=1889.7507043853402 350.00402365997434 557.42599686980247 64.534810833632946
leaf_count=17605 4763 4560 727
internal_value=0.00193721 0.00315034 -0.00516851
internal_weight=2861.72 2447.18 414.539
internal_count=27655 22165 5490
is_linear=0
shrinkage=0.0149828


Tree=81
num_leaves=4
num_cat=0
split_feature=25 20 20
split_gain=108.33 76.4399 36.4629
threshold=1.0000000180025095e-35 5571.8150000000014 1222.0250000000003
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0021295701765515719 -0.0016604871033438682 0.0067651315456511343 0.0078064447078708844
leaf_weight=408.44784984737635 1474.4520248286426 285.68257176876068 690.89346516132355
leaf_count=3786 15897 2696 5184
internal_value=0.00201784 -0.000278137 0.00570247
internal_weight=2859.48 1760.13 1099.34
internal_count=27563 18593 8970
is_linear=0
shrinkage=0.0149828


Tree=82
num_leaves=4
num_cat=0
split_feature=25 31 23
split_gain=120.913 68.3825 51.6011
threshold=337.43500000000006 0.093850000000000003 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0073497745709682101 -0.0078840584622188962 0.00037250483562488858 0.0012016907581213795
leaf_weight=835.61949951201677 270.82706186175346 1247.7287940084934 487.99937779456377
leaf_count=6311 3492 12437 5165
internal_value=0.00178022 -0.0010951 0.00508755
internal_weight=2842.17 1518.56 1323.62
internal_count=27405 15929 11476
is_linear=0
shrinkage=0.0149828


Tree=83
num_leaves=4
num_cat=0
split_feature=39 29 36
split_gain=112.921 73.7326 44.1533
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6500.0900000000011
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.010293038818064966 -0.0063511598740590616 0.001974363645104127 0.0055168326187413526
leaf_weight=268.70443191379309 469.67669667303562 2035.0256258286536 78.98793937638402
leaf_count=2029 6269 18294 876
internal_value=0.00149797 0.0029552 -0.00458251
internal_weight=2852.39 2303.73 548.665
internal_count=27468 20323 7145
is_linear=0
shrinkage=0.0149828


Tree=84
num_leaves=4
num_cat=0
split_feature=8 19 28
split_gain=99.2039 91.4766 77.9644
threshold=4632.0750000000016 1.0000000180025095e-35 32.760000000000012
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0053701515094114151 0.014019117939064988 0.0014609610803089017 0.0018260394389222534
leaf_weight=405.96915485709906 261.34422889351845 257.78929669782519 1925.3646848835051
leaf_count=4650 1854 2846 18080
internal_value=0.0018891 0.00779443 0.000564695
internal_weight=2850.47 519.134 2331.33
internal_count=27430 4700 22730
is_linear=0
shrinkage=0.0149828


Tree=85
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=139.54 102.332 48.5144
threshold=1.0000000180025095e-35 11022.160000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0034217635638544349 0.0016339054805574581 0.01714553856129724 -0.004980927351227688
leaf_weight=1688.0327322036028 396.72103058174253 128.14685170352459 647.79577915742993
leaf_count=13930 3837 786 8884
internal_value=0.0019003 0.00440984 -0.00244834
internal_weight=2860.7 1816.18 1044.52
internal_count=27437 14716 12721
is_linear=0
shrinkage=0.0149828


Tree=86
num_leaves=4
num_cat=0
split_feature=21 26 21
split_gain=98.1396 88.1797 49.1496
threshold=1.0000000180025095e-35 702.50000000000011 5.5000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0016831003954562527 -0.0032485930241473939 0.0093946259196448657 0.0064078594162635507
leaf_weight=1336.9461176916957 969.31151542812586 441.77195489034057 131.08443226665258
leaf_count=11514 11412 3443 1301
internal_value=0.00143268 0.00360887 -0.00207159
internal_weight=2879.11 1778.72 1100.4
internal_count=27670 14957 12713
is_linear=0
shrinkage=0.0149828


Tree=87
num_leaves=4
num_cat=0
split_feature=35 29 0
split_gain=97.5177 65.5387 33.0795
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4050.0000000000005
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0097566746359875403 -0.00055735533308721747 0.0021230143751650101 -0.0078507593519656482
leaf_weight=286.73687916994095 313.61463811993599 2012.709382135421 253.36743791773915
leaf_count=2180 3891 18196 3193
internal_value=0.00171059 0.00308497 -0.00382801
internal_weight=2866.43 2299.45 566.982
internal_count=27460 20376 7084
is_linear=0
shrinkage=0.0149828


Tree=88
num_leaves=4
num_cat=0
split_feature=23 26 39
split_gain=115.103 105.372 36.6492
threshold=1.0000000180025095e-35 850.50000000000011 804.90500000000009
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0019510124247632983 -0.0011928660211035186 0.010873618199724022 -0.0087394133618801054
leaf_weight=1462.673566903919 880.31475887075067 370.54710043221712 171.53932633250952
leaf_count=12182 10047 2606 2773
internal_value=0.00149909 0.00376652 -0.00243808
internal_weight=2885.07 1833.22 1051.85
internal_count=27608 14788 12820
is_linear=0
shrinkage=0.0149828


Tree=89
num_leaves=4
num_cat=0
split_feature=31 3 25
split_gain=96.4351 108.884 35.0105
threshold=0.12775000000000003 0.71715000000000007 1095.2300000000002
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00039583926053993369 -0.0006566881197942071 0.0057703688614987895 -0.0081953196128191179
leaf_weight=243.45244818180799 1183.3902307078242 1170.3020372539759 278.05384591966867
leaf_count=2747 11058 10213 3517
internal_value=0.00123883 0.00253311 -0.00456264
internal_weight=2875.2 2353.69 521.506
internal_count=27535 21271 6264
is_linear=0
shrinkage=0.0149828


Tree=90
num_leaves=4
num_cat=0
split_feature=35 3 28
split_gain=107.8 84.9253 33.4665
threshold=1.0000000180025095e-35 0.76615000000000011 50.57500000000001
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00069659399344367727 -0.008509404290282678 0.0065485120264598398 -0.0011124015597797593
leaf_weight=1332.1886356733739 229.79597701132298 957.90278678014874 344.76245998218656
leaf_count=12099 3231 8088 3948
internal_value=0.00169224 0.00315019 -0.00408347
internal_weight=2864.65 2290.09 574.558
internal_count=27366 20187 7179
is_linear=0
shrinkage=0.0149828


Tree=91
num_leaves=4
num_cat=0
split_feature=23 8 25
split_gain=118.132 90.6996 43.2603
threshold=1.0000000180025095e-35 1866.5150000000001 1095.2300000000002
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.001538020453028385 0.00016311762319314453 0.0084906190716520381 -0.0060361652515929518
leaf_weight=1176.6098360009491 635.04114178940654 656.17379842698574 411.7124975733459
leaf_count=10164 7039 4535 5711
internal_value=0.00174156 0.00403524 -0.0022598
internal_weight=2879.54 1832.78 1046.75
internal_count=27449 14699 12750
is_linear=0
shrinkage=0.0149828


Tree=92
num_leaves=4
num_cat=0
split_feature=35 20 25
split_gain=118.508 72.1395 37.2495
threshold=1.0000000180025095e-35 639.43500000000006 800.04500000000019
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0014842000995335214 -0.00090446767030478927 0.0047201068622955136 -0.0086390681972022057
leaf_weight=543.98899715021253 315.62943015992641 1772.5763508938253 252.77249144762754
leaf_count=5479 3683 14843 3469
internal_value=0.00174795 0.00325426 -0.00435439
internal_weight=2884.97 2316.57 568.402
internal_count=27474 20322 7152
is_linear=0
shrinkage=0.0149828


Tree=93
num_leaves=4
num_cat=0
split_feature=20 8 36
split_gain=84.9719 71.6258 30.7838
threshold=1.0000000180025095e-35 4632.0750000000016 9182.5650000000005
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0075377852556497453 0.0013976979642900008 0.0077450643311748717 0.0049856802187583553
leaf_weight=271.05450170114636 2085.2956626974046 492.34673683717847 48.628276154398918
leaf_count=3543 19329 4190 497
internal_value=0.00171123 0.00261779 -0.00552276
internal_weight=2897.33 2577.64 319.683
internal_count=27559 23519 4040
is_linear=0
shrinkage=0.0149828


Tree=94
num_leaves=4
num_cat=0
split_feature=25 20 31
split_gain=97.9713 70.4771 25.202
threshold=1.0000000180025095e-35 8049.2300000000005 0.27705000000000007
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0011981915318936044 -0.0017147137673119677 0.0080206747045631424 0.0063186226746401297
leaf_weight=296.89047940075397 1575.7055955156684 183.25327749177814 826.24083734303713
leaf_count=2810 16804 1655 6131
internal_value=0.00151541 -0.000683729 0.00496828
internal_weight=2882.09 1758.96 1123.13
internal_count=27400 18459 8941
is_linear=0
shrinkage=0.0149828


Tree=95
num_leaves=4
num_cat=0
split_feature=23 19 19
split_gain=107.721 61.7504 44.497
threshold=1.0000000180025095e-35 5.5000000000000009 11.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0030880797429184955 -0.0029759869983948953 0.017954039552561814 0.013770358620579492
leaf_weight=1783.0552162490785 1015.4757942929864 61.387047659605742 33.873263228684664
leaf_count=14311 12496 443 269
internal_value=0.00142403 0.0036051 -0.002395
internal_weight=2893.79 1844.44 1049.35
internal_count=27519 14754 12765
is_linear=0
shrinkage=0.0149828


Tree=96
num_leaves=4
num_cat=0
split_feature=19 19 8
split_gain=79.3573 127.828 96.7055
threshold=1.0000000180025095e-35 6.5000000000000009 1866.5150000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00085251813027333403 -0.0034412591766572629 0.011954263558837863 0.0082085451012797756
leaf_weight=1140.400401327759 1012.621415451169 134.16780108213425 617.98434177786112
leaf_count=10449 11438 1126 4539
internal_value=0.0014464 -0.00160789 0.00344645
internal_weight=2905.17 1146.79 1758.38
internal_count=27552 12564 14988
is_linear=0
shrinkage=0.0149828


Tree=97
num_leaves=4
num_cat=0
split_feature=23 20 25
split_gain=107.87 58.4318 44.4515
threshold=1.0000000180025095e-35 639.43500000000006 237.68000000000004
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0011051802377576318 0.00081984343804875873 0.0049851854582491101 -0.0053554623354810137
leaf_weight=465.41109505668283 470.3857231400907 1392.4558204859495 574.4220887683332
leaf_count=4484 4842 10310 7914
internal_value=0.001281 0.00344785 -0.00255726
internal_weight=2902.67 1857.87 1044.81
internal_count=27550 14794 12756
is_linear=0
shrinkage=0.0149828


Tree=98
num_leaves=4
num_cat=0
split_feature=38 29 27
split_gain=82.1394 84.2272 47.5327
threshold=1.0000500000000001 1.0000000180025095e-35 28.205000000000002
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.010653206047979827 -0.012478574657429641 0.0016335654408763014 -0.0015476110874054537
leaf_weight=258.86310306936502 110.06386435031891 2080.3295716233552 447.95183709636331
leaf_count=1826 1722 18323 5606
internal_value=0.00140835 0.00264287 -0.00373146
internal_weight=2897.21 2339.19 558.016
internal_count=27477 20149 7328
is_linear=0
shrinkage=0.0149828


Tree=99
num_leaves=4
num_cat=0
split_feature=23 26 25
split_gain=92.4371 64.8176 53.3873
threshold=1.0000000180025095e-35 850.50000000000011 1.0000000180025095e-35
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0020249569349607716 0.0021040340942690551 0.0089457414114842149 -0.0048330313962189316
leaf_weight=1479.3397254571319 403.29966030269861 380.95164495334029 633.958979845047
leaf_count=12141 3833 2614 8829
internal_value=0.00145384 0.00345279 -0.00211654
internal_weight=2897.55 1860.29 1037.26
internal_count=27417 14755 12662
is_linear=0
shrinkage=0.0149828


Tree=100
num_leaves=4
num_cat=0
split_feature=23 9 28
split_gain=97.5717 75.9404 35.6583
threshold=1.0000000180025095e-35 25.500000000000004 86.135000000000005
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0009490790709941817 -0.0041399411546222294 0.0055851356436672781 0.0016822626607868002
leaf_weight=567.75053557753563 683.59320959448814 1296.7955520749092 353.59923068434
leaf_count=4835 9082 9916 3601
internal_value=0.00153483 0.00358455 -0.00213516
internal_weight=2901.74 1864.55 1037.19
internal_count=27434 14751 12683
is_linear=0
shrinkage=0.0149828


Tree=101
num_leaves=4
num_cat=0
split_feature=35 23 27
split_gain=93.6252 59.6388 19.9038
threshold=1.0000000180025095e-35 1.0000000180025095e-35 28.205000000000002
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0040248493540437401 -0.010348944527131391 -0.00099892158788887327 -0.0030934254366171772
leaf_weight=1546.1920117214322 104.47113306820393 797.49522994831204 463.7502904124558
leaf_count=11473 1594 8904 5577
internal_value=0.000982436 0.00230801 -0.00444942
internal_weight=2911.91 2343.69 568.221
internal_count=27548 20377 7171
is_linear=0
shrinkage=0.0149828


Tree=102
num_leaves=4
num_cat=0
split_feature=8 23 19
split_gain=90.9853 65.3513 43.7971
threshold=8226.3150000000023 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0021418795983110801 0.013936566722627051 -0.0028700735268833519 0.0030363219140956406
leaf_weight=1682.3661238253117 172.40123826637864 889.16990975290537 159.59102990478277
leaf_count=13610 1100 10994 1687
internal_value=0.0013615 0.000403445 0.00870587
internal_weight=2903.53 2571.54 331.992
internal_count=27391 24604 2787
is_linear=0
shrinkage=0.0149828


Tree=103
num_leaves=4
num_cat=0
split_feature=35 18 15
split_gain=74.962 67.7518 30.0988
threshold=1.0000000180025095e-35 0.92195000000000016 7.0000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0015004418303011711 -0.0056986442032607885 0.01014173363897097 0.0021751449066923427
leaf_weight=2094.3394044078887 428.00282651931047 222.81581603363156 140.61680688709021
leaf_count=18342 5636 1793 1555
internal_value=0.00114375 0.00234255 -0.00370746
internal_weight=2885.77 2317.16 568.62
internal_count=27326 20135 7191
is_linear=0
shrinkage=0.0149828


Tree=104
num_leaves=4
num_cat=0
split_feature=14 3 19
split_gain=79.4 77.0317 23.7971
threshold=34.935000000000009 0.71715000000000007 4.5000000000000009
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0055280901613478503 -0.00037944281645469667 0.0048770006402004719 0.0092550804376890713
leaf_weight=402.90237227082253 1206.3518328070641 1283.8723989166319 22.521081678569317
leaf_count=4716 11300 11211 269
internal_value=0.00130024 0.00232503 -0.00464735
internal_weight=2915.65 2490.22 425.423
internal_count=27496 22511 4985
is_linear=0
shrinkage=0.0149828


Tree=105
num_leaves=4
num_cat=0
split_feature=31 9 15
split_gain=78.6524 68.6267 31.5879
threshold=0.093850000000000003 237.50000000000003 3.5000000000000004
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0077751340624645244 0.00043848473561351829 0.0062008833581306787 0.00074880957332987231
leaf_weight=296.0491873472929 1857.0380683280528 616.99705876782537 138.61424833536148
leaf_count=3897 16606 5454 1522
internal_value=0.000846727 0.00188262 -0.00499965
internal_weight=2908.7 2474.04 434.663
internal_count=27479 22060 5419
is_linear=0
shrinkage=0.0149828


Tree=106
num_leaves=4
num_cat=0
split_feature=35 3 25
split_gain=90.4038 73.3926 32.9184
threshold=1.0000000180025095e-35 0.76615000000000011 337.43500000000006
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00052808258482409511 5.0252804533580767e-05 0.0058795782795099429 -0.0071105009716759156
leaf_weight=1367.0307769626379 256.97626647725701 995.1585188023746 312.12640591710806
leaf_count=12239 2961 8155 4268
internal_value=0.00149447 0.00278823 -0.00384047
internal_weight=2931.29 2362.19 569.103
internal_count=27623 20394 7229
is_linear=0
shrinkage=0.0149828


Tree=107
num_leaves=4
num_cat=0
split_feature=3 18 19
split_gain=61.3097 48.0359 37.3796
threshold=0.63895000000000013 0.67815000000000014 6.5000000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0027260422620399272 -0.0018017677178380192 0.0038436804828362215 0.0094616326510871904
leaf_weight=938.61591271311045 430.22520575299859 1493.9679220505059 56.289457429200411
leaf_count=9248 4187 13602 465
internal_value=0.00100803 0.00257084 -0.00199929
internal_weight=2919.1 1924.19 994.905
internal_count=27502 17789 9713
is_linear=0
shrinkage=0.0149828


Tree=108
num_leaves=4
num_cat=0
split_feature=23 26 38
split_gain=89.1112 80.4665 34.6895
threshold=1.0000000180025095e-35 648.50000000000011 1.0000500000000001
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0011560141852352572 -0.00081796906672475266 0.0079550448861668895 -0.0073491447277179572
leaf_weight=1342.6631966717541 813.44769425317645 549.88673491030931 234.72086796537042
leaf_count=10923 8908 3878 3928
internal_value=0.00119847 0.00314049 -0.00229339
internal_weight=2940.72 1892.55 1048.17
internal_count=27637 14801 12836
is_linear=0
shrinkage=0.0149828


Tree=109
num_leaves=4
num_cat=0
split_feature=25 21 29
split_gain=85.9027 64.9204 20.9089
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.77259999999999984
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0025822754069121739 0.0015669123057812458 -0.0043315437274840307 0.0051861218445810181
leaf_weight=77.548942480236292 1123.6650377884507 662.37567396834493 1067.201892260462
leaf_count=829 9917 8704 8071
internal_value=0.00143226 -0.000613297 0.0046325
internal_weight=2930.79 1786.04 1144.75
internal_count=27521 18621 8900
is_linear=0
shrinkage=0.0149828


Tree=110
num_leaves=4
num_cat=0
split_feature=35 23 11
split_gain=111.326 81.0523 27.6891
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0045130672643218777 -0.0074434472074728824 -0.0013194417082813255 -0.00053654298786035221
leaf_weight=1568.5082995966077 351.60777634754777 802.58672818541527 210.39248121529818
leaf_count=11408 4717 8916 2446
internal_value=0.00110752 0.00253123 -0.00486163
internal_weight=2933.1 2371.1 562
internal_count=27487 20324 7163
is_linear=0
shrinkage=0.0149828


Tree=111
num_leaves=4
num_cat=0
split_feature=25 3 3
split_gain=88.7508 86.0006 30.3179
threshold=1.0000000180025095e-35 0.71715000000000007 0.61555000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0013321352562961435 -0.0046062107310938854 0.0020349244501194517 0.0063824995138062265
leaf_weight=429.07135991752148 765.55626260116696 1010.7886975891888 723.64721467718482
leaf_count=3497 8452 10026 5449
internal_value=0.00127378 -0.000819268 0.00450793
internal_weight=2929.06 1776.34 1152.72
internal_count=27424 18478 8946
is_linear=0
shrinkage=0.0149828


Tree=112
num_leaves=4
num_cat=0
split_feature=25 3 19
split_gain=78.328 77.0884 36.5821
threshold=1.0000000180025095e-35 0.75035000000000007 6.5000000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0031523448501951153 -0.004135960049095189 0.0021028239663920993 0.012464839639450541
leaf_weight=1054.9903031289577 886.29338882863522 883.12530017271638 101.28977988287807
leaf_count=8214 9773 8720 741
internal_value=0.000960879 -0.00101339 0.003991
internal_weight=2925.7 1769.42 1156.28
internal_count=27448 18493 8955
is_linear=0
shrinkage=0.0149828


Tree=113
num_leaves=4
num_cat=0
split_feature=27 3 16
split_gain=64.0755 77.0315 61.3145
threshold=99.975000000000009 0.71715000000000007 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.003301908045276962 0.0028932663929124424 0.0022921324333425013 0.014067236714073908
leaf_weight=965.37571071460843 562.90682412311435 1282.5775974132121 134.2134093567729
leaf_count=10204 4237 12134 998
internal_value=0.00112015 -0.000104353 0.00507885
internal_weight=2945.07 2247.95 697.12
internal_count=27573 22338 5235
is_linear=0
shrinkage=0.0149828


Tree=114
num_leaves=4
num_cat=0
split_feature=23 26 20
split_gain=81.3896 60.6431 30.5306
threshold=1.0000000180025095e-35 1802.5000000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0018584388070609435 -0.0092194602783485947 0.0091902853417266811 -0.0012406462957411327
leaf_weight=1597.547070607543 120.296780500561 298.72469970583916 917.65231608226895
leaf_count=12832 1934 1889 10813
internal_value=0.00117783 0.00302507 -0.00218227
internal_weight=2934.22 1896.27 1037.95
internal_count=27468 14721 12747
is_linear=0
shrinkage=0.0149828


Tree=115
num_leaves=4
num_cat=0
split_feature=19 19 18
split_gain=83.8422 91.2491 35.2589
threshold=7.5000000000000009 1.0000000180025095e-35 0.87285000000000013
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.002895223109207967 0.0084467153365985776 -0.0026798259813339206 0.026258132753058279
leaf_weight=1776.7823180258274 84.901950195431709 1041.2176200188696 32.990721251815557
leaf_count=14821 678 11677 243
internal_value=0.00135343 0.000830206 0.0135568
internal_weight=2935.89 2818 117.893
internal_count=27419 26498 921
is_linear=0
shrinkage=0.0149828


Tree=116
num_leaves=4
num_cat=0
split_feature=23 9 35
split_gain=81.4347 67.5716 40.7095
threshold=1.0000000180025095e-35 353.50000000000006 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0017155374223166596 -0.00069943022430040357 0.0096195600690808132 -0.0078018624285625506
leaf_weight=1620.661755502224 810.41282078251243 282.95841015130281 232.30292997136712
leaf_count=12960 8983 1773 3831
internal_value=0.00105786 0.00290262 -0.00229535
internal_weight=2946.34 1903.62 1042.72
internal_count=27547 14733 12814
is_linear=0
shrinkage=0.0149828


Tree=117
num_leaves=4
num_cat=0
split_feature=31 26 37
split_gain=76.5219 46.8807 25.0829
threshold=0.27705000000000007 850.50000000000011 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0013682521279270252 0.0012275804678333108 0.0065487660463417795 -0.0074530667101578981
leaf_weight=756.22758267074823 1494.0072669498622 494.72192630916834 190.03109053894877
leaf_count=7973 12793 4197 2477
internal_value=0.000889001 0.00255955 -0.00260511
internal_weight=2934.99 1988.73 946.259
internal_count=27440 16990 10450
is_linear=0
shrinkage=0.0149828


Tree=118
num_leaves=4
num_cat=0
split_feature=20 14 0
split_gain=96.4564 62.8591 44.5147
threshold=5571.8150000000014 40.505000000000003 4815.0000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0052003119921324361 0.010290077335454976 0.0011294719902819545 0.0022409159389752378
leaf_weight=428.44111500307918 335.71962470933795 1905.2801045179367 287.72782865911722
leaf_count=5108 2535 17607 2304
internal_value=0.00136312 -2.94039e-05 0.00658347
internal_weight=2957.17 2333.72 623.447
internal_count=27554 22715 4839
is_linear=0
shrinkage=0.0149828


Tree=119
num_leaves=4
num_cat=0
split_feature=25 3 19
split_gain=92.0648 61.2602 54.335
threshold=1.0000000180025095e-35 0.75035000000000007 7.5000000000000009
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0030471141306370056 -0.004238445434889466 0.0013087377225705003 0.015169147753358795
leaf_weight=1075.0590592734516 882.19699900969863 894.44587540626526 86.556570202112198
leaf_count=8340 9760 8752 598
internal_value=0.0007003 -0.00143698 0.00397802
internal_weight=2938.26 1776.64 1161.62
internal_count=27450 18512 8938
is_linear=0
shrinkage=0.0149828


Tree=120
num_leaves=4
num_cat=0
split_feature=31 3 1
split_gain=79.2372 84.3521 22.2958
threshold=0.093850000000000003 0.78075000000000017 85500.000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0081509592054142075 0.00023454449665661587 0.005912333513818372 -0.0054717278107086027
leaf_weight=25.466281741857529 1582.6947638690472 933.81888736411929 405.21477413922548
leaf_count=293 14500 7600 5098
internal_value=0.00132822 0.00234732 -0.00457606
internal_weight=2947.19 2516.51 430.681
internal_count=27491 22100 5391
is_linear=0
shrinkage=0.0149828


Tree=121
num_leaves=4
num_cat=0
split_feature=23 20 38
split_gain=91.6579 70.2945 30.7783
threshold=1.0000000180025095e-35 833.54500000000019 1.2685000000000002
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0014567798040804728 -0.0013501418753991872 0.0048039527812746424 -0.0080428382448477134
leaf_weight=565.33089295774698 851.34761529043317 1347.9539302513003 187.73885985463858
leaf_count=5230 9510 9500 3266
internal_value=0.000996481 0.00294327 -0.00257323
internal_weight=2952.37 1913.28 1039.09
internal_count=27506 14730 12776
is_linear=0
shrinkage=0.0149828


Tree=122
num_leaves=4
num_cat=0
split_feature=19 19 31
split_gain=72.5531 102.212 25.8903
threshold=7.5000000000000009 1.0000000180025095e-35 0.68775000000000008
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0025859448609754842 0.0077287620368472745 -0.0033059566917895103 0.022890184062590902
leaf_weight=1808.4252858497202 83.466540120542049 1036.2236918322742 34.470312193036079
leaf_count=14995 674 11678 231
internal_value=0.000916984 0.000434473 0.0122658
internal_weight=2962.59 2844.65 117.937
internal_count=27578 26673 905
is_linear=0
shrinkage=0.0149828


Tree=123
num_leaves=4
num_cat=0
split_feature=3 20 27
split_gain=75.3469 78.008 48.7765
threshold=0.71715000000000007 639.43500000000006 88.975000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0038319931704190869 -0.0018813770659917846 0.0053296158940980007 0.0019562848942750498
leaf_weight=865.37276904657483 478.16892320662737 1098.8177990280092 517.32592272385955
leaf_count=9277 5139 8957 4188
internal_value=0.000891175 0.00312987 -0.00165267
internal_weight=2959.69 1576.99 1382.7
internal_count=27561 14096 13465
is_linear=0
shrinkage=0.0149828


Tree=124
num_leaves=4
num_cat=0
split_feature=31 19 35
split_gain=72.6748 64.6488 32.4499
threshold=0.27705000000000007 12.500000000000002 1.5000000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0015455627389318759 0.0020383851838397986 0.02049041630463342 -0.0099473556298705773
leaf_weight=830.5264637209475 1973.4416780173779 39.893627062439919 115.99641331285238
leaf_count=8762 16810 253 1722
internal_value=0.000816234 0.00242785 -0.00259498
internal_weight=2959.86 2013.34 946.523
internal_count=27547 17063 10484
is_linear=0
shrinkage=0.0149828


Tree=125
num_leaves=4
num_cat=0
split_feature=31 26 5
split_gain=54.9098 38.9554 27.5264
threshold=0.27705000000000007 850.50000000000011 92.015000000000015
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0026826114646834485 0.0010049015625037778 0.0058108094365952479 -0.0034829369591351396
leaf_weight=202.32854645699263 1508.1093527115881 505.7308067381382 745.53783424198627
leaf_count=2007 12822 4250 8471
internal_value=0.000818331 0.00221983 -0.00214298
internal_weight=2961.71 2013.84 947.866
internal_count=27550 17072 10478
is_linear=0
shrinkage=0.0149828


Tree=126
num_leaves=4
num_cat=0
split_feature=28 3 1
split_gain=69.1422 60.3847 21.3048
threshold=42.545000000000009 0.61555000000000015 192500.00000000003
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00033313835248279802 -0.001094780597574231 0.004095570864404382 -0.0056897185876124273
leaf_weight=335.16719885542989 734.76428938284516 1553.6074885390699 336.74306386709213
leaf_count=3668 6789 13172 3893
internal_value=0.00117835 0.0024213 -0.00302798
internal_weight=2960.28 2288.37 671.91
internal_count=27522 19961 7561
is_linear=0
shrinkage=0.0149828


Tree=127
num_leaves=4
num_cat=0
split_feature=28 19 38
split_gain=62.9436 45.9341 22.1282
threshold=42.545000000000009 7.5000000000000009 1.2232500000000004
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0012255456302130362 0.0018641059163552061 0.012696182081589263 -0.0073577789835312796
leaf_weight=484.54778973013163 2208.9965478293598 88.289399959146976 182.09290190786123
leaf_count=4708 19340 640 2825
internal_value=0.00111594 0.00229437 -0.00291816
internal_weight=2963.93 2297.29 666.641
internal_count=27513 19980 7533
is_linear=0
shrinkage=0.0149828


Tree=128
num_leaves=4
num_cat=0
split_feature=31 21 35
split_gain=85.1737 29.869 22.3455
threshold=0.27705000000000007 11.500000000000002 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0012337568549533099 0.0025676622298420049 0.017076397912155296 -0.0064532176661130968
leaf_weight=688.97401213645935 2000.3502898588777 28.774700827896595 252.63177082687616
leaf_count=6739 16842 211 3712
internal_value=0.00106385 0.0027936 -0.00264647
internal_weight=2970.73 2029.12 941.606
internal_count=27504 17053 10451
is_linear=0
shrinkage=0.0149828


Tree=129
num_leaves=4
num_cat=0
split_feature=20 0 27
split_gain=57.1842 39.947 23.9
threshold=1.0000000180025095e-35 4410.0000000000009 93.305000000000021
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0073471078489736573 0.0030750788914723796 -0.00064923827321980475 0.0028235690305333933
leaf_weight=245.58900234103203 1588.3775525428355 1076.878380574286 61.023817721754313
leaf_count=3393 13970 9586 595
internal_value=0.000856407 0.00156476 -0.00522639
internal_weight=2971.87 2665.26 306.613
internal_count=27544 23556 3988
is_linear=0
shrinkage=0.0149828


Tree=130
num_leaves=4
num_cat=0
split_feature=19 19 27
split_gain=63.4869 97.8424 10.6546
threshold=6.5000000000000009 1.0000000180025095e-35 72.165000000000006
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0025868802891983707 0.0073977437253262904 -0.0032130484557311525 0.016170250048159664
leaf_weight=1806.869016405195 89.20196171104908 1016.811820268631 52.102847333997488
leaf_count=14913 723 11457 375
internal_value=0.000988574 0.000493053 0.0106717
internal_weight=2964.99 2823.68 141.305
internal_count=27468 26370 1098
is_linear=0
shrinkage=0.0149828


Tree=131
num_leaves=4
num_cat=0
split_feature=21 19 20
split_gain=85.6288 61.5634 50.6184
threshold=1.0000000180025095e-35 7.5000000000000009 1222.0250000000003
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00033045203212465955 -0.0035635890867101701 0.0092536048278714072 0.0047169069107697347
leaf_weight=721.93349445238709 1018.5394642278552 88.274474147707224 1134.9138790741563
leaf_count=6755 11959 698 8072
internal_value=0.000777507 -0.00250993 0.00274514
internal_weight=2963.66 1106.81 1856.85
internal_count=27484 12657 14827
is_linear=0
shrinkage=0.0149828


Tree=132
num_leaves=4
num_cat=0
split_feature=8 14 21
split_gain=82.4818 54.9827 37.1083
threshold=4632.0750000000016 49.705000000000005 1.0000000180025095e-35
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0043899025507382165 0.0097845588544694922 0.00094909701837816573 0.0020082717908000334
leaf_weight=559.70437878742814 291.58296348154545 1864.9246852248907 264.05835980176926
leaf_count=6420 1753 16528 2900
internal_value=0.000908029 -0.000279639 0.00609893
internal_weight=2980.27 2424.63 555.641
internal_count=27601 22948 4653
is_linear=0
shrinkage=0.0149828


Tree=133
num_leaves=3
num_cat=0
split_feature=19 19
split_gain=67.2509 62.9736
threshold=12.500000000000002 1.0000000180025095e-35
decision_type=8 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.0020292387138640539 0.016079931857183916 -0.0025075020625900031
leaf_weight=1814.9288008287549 58.503238886594772 1099.1783738695085
leaf_count=14950 384 12188
internal_value=0.000637745 0.000313135
internal_weight=2972.61 2914.11
internal_count=27522 27138
is_linear=0
shrinkage=0.0149828


Tree=134
num_leaves=4
num_cat=0
split_feature=23 8 19
split_gain=64.2222 59.3268 28.1417
threshold=1.0000000180025095e-35 11022.160000000002 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00146767890118641 -0.0029365105124833702 0.01125848188707446 0.0088379971078189623
leaf_weight=1783.8211434260011 985.28066845238209 147.09174168854952 44.526814982295036
leaf_count=13927 12342 794 334
internal_value=0.000615505 0.00222896 -0.00239498
internal_weight=2960.72 1930.91 1029.81
internal_count=27397 14721 12676
is_linear=0
shrinkage=0.0149828


Tree=135
num_leaves=4
num_cat=0
split_feature=25 9 35
split_gain=73.7486 62.4915 35.7919
threshold=237.68000000000004 237.50000000000003 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0045767802544298799 -0.003024581409487396 0.0036354983399129884 -0.0017212971349373524
leaf_weight=1117.8031743243337 1202.8025866933167 424.10483510047197 240.00029075890779
leaf_count=8138 12367 4317 2751
internal_value=0.000868401 -0.00127526 0.00344544
internal_weight=2984.71 1626.91 1357.8
internal_count=27573 16684 10889
is_linear=0
shrinkage=0.0149828


Tree=136
num_leaves=4
num_cat=0
split_feature=31 3 11
split_gain=57.6985 61.3344 35.5406
threshold=0.27705000000000007 0.78075000000000017 10.500000000000002
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0048163318818858995 0.00013582140110018253 0.0056146379979088012 0.0011092376360746288
leaf_weight=567.16427176818252 1332.2694813720882 698.65013820305467 369.99835656583309
leaf_count=6748 11661 5349 3698
internal_value=0.000606525 0.0020278 -0.00245675
internal_weight=2968.08 2030.92 937.163
internal_count=27456 17010 10446
is_linear=0
shrinkage=0.0149828


Tree=137
num_leaves=4
num_cat=0
split_feature=28 26 6
split_gain=58.6048 47.8076 33.4412
threshold=42.545000000000009 850.50000000000011 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00051207573004895626 0.00045698095754108262 0.0054329302511290384 -0.0061768859474507906
leaf_weight=286.79030368849635 1713.7287063524127 579.19515753164887 385.62434257566929
leaf_count=2659 14909 4898 4989
internal_value=0.000577612 0.0017211 -0.00329515
internal_weight=2965.34 2292.92 672.415
internal_count=27455 19807 7648
is_linear=0
shrinkage=0.0149828


Tree=138
num_leaves=4
num_cat=0
split_feature=25 3 19
split_gain=74.6608 58.1831 21.7328
threshold=237.68000000000004 0.75035000000000007 9.5000000000000018
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0028997521900774115 -0.0043535689776036364 0.0013110376751454644 0.011241108392193397
leaf_weight=1283.4528183303773 777.51719170063734 842.39533759653568 71.514828063547611
leaf_count=10388 8535 8090 461
internal_value=0.000764641 -0.00139838 0.00335919
internal_weight=2974.88 1619.91 1354.97
internal_count=27474 16625 10849
is_linear=0
shrinkage=0.0149828


Tree=139
num_leaves=4
num_cat=0
split_feature=38 9 27
split_gain=69.2213 37.6778 34.3547
threshold=1.0321500000000003 237.50000000000003 28.205000000000002
decision_type=8 8 10
left_child=1 -1 -2
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leaf_value=0.00084861364752012911 -0.011836377848473946 0.0051391610032199241 -0.0021537155047128675
leaf_weight=1842.5940434075892 100.72262416034937 612.5621731467545 431.10156903788447
leaf_count=15568 1726 4843 5465
internal_value=0.000861284 0.0019257 -0.00401522
internal_weight=2986.98 2455.16 531.824
internal_count=27602 20411 7191
is_linear=0
shrinkage=0.0149828


Tree=140
num_leaves=4
num_cat=0
split_feature=38 29 2
split_gain=50.1432 65.3674 26.3561
threshold=1.1060000000000003 1.0000000180025095e-35 6505.0000000000009
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00803433353607645 -0.0051244606645662492 0.00060702163711334766 0.0040969192677948463
leaf_weight=299.85720336064696 428.49707847088575 2181.8407835587859 78.968779295682907
leaf_count=2072 5973 18594 938
internal_value=0.000633379 0.00151401 -0.00363555
internal_weight=2989.16 2481.7 507.466
internal_count=27577 20666 6911
is_linear=0
shrinkage=0.0149828


Tree=141
num_leaves=4
num_cat=0
split_feature=28 3 25
split_gain=51.3284 41.047 35.1815
threshold=42.545000000000009 0.61555000000000015 1095.2300000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0017395535428051834 -0.00096144055196539205 0.0032875726923147441 -0.0053712714923699985
leaf_weight=238.83878154307604 745.63382913172245 1570.6579162925482 427.52111829444766
leaf_count=2362 6838 13135 5197
internal_value=0.000855765 0.00191249 -0.00279122
internal_weight=2982.65 2316.29 666.36
internal_count=27532 19973 7559
is_linear=0
shrinkage=0.0149828


Tree=142
num_leaves=4
num_cat=0
split_feature=20 19 14
split_gain=68.6607 41.6453 29.3245
threshold=1222.0250000000003 7.5000000000000009 34.935000000000009
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0069266916962680792 0.0020763955081149845 0.014288384886810746 -0.00096851046447254019
leaf_weight=227.55279644206166 1707.4726619198918 61.591277290135622 983.30288481712341
leaf_count=3027 14206 401 9788
internal_value=0.000638302 0.00252122 -0.00210094
internal_weight=2979.92 1769.06 1210.86
internal_count=27422 14607 12815
is_linear=0
shrinkage=0.0149828


Tree=143
num_leaves=4
num_cat=0
split_feature=0 28 20
split_gain=50.7545 36.0999 28.0999
threshold=4050.0000000000005 58.535000000000004 5571.8150000000014
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0016135529891199941 -0.004732082232430314 0.00045665542301846117 0.0066190614351218178
leaf_weight=1381.1628644615412 464.9948999658227 828.1587153300643 308.06897412613034
leaf_count=13092 5172 6909 2274
internal_value=0.000825541 -0.00139906 0.00253649
internal_weight=2982.39 1293.15 1689.23
internal_count=27447 12081 15366
is_linear=0
shrinkage=0.0149828


Tree=144
num_leaves=4
num_cat=0
split_feature=39 18 29
split_gain=56.4034 45.6129 39.6797
threshold=120.54000000000001 0.67815000000000014 0.06455000000000001
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0021643146729942234 -0.0062015898604349425 0.0028572093709264188 0.0032284858919705605
leaf_weight=504.65350480377674 369.67606973648071 1967.2304103821516 132.63990638777614
leaf_count=4723 5219 15816 1591
internal_value=0.000890978 0.00182397 -0.00366142
internal_weight=2974.2 2471.88 502.316
internal_count=27349 20539 6810
is_linear=0
shrinkage=0.0149828


Tree=145
num_leaves=4
num_cat=0
split_feature=23 8 34
split_gain=70.6309 63.4067 20.4526
threshold=1.0000000180025095e-35 15282.560000000001 -1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0016611572348403435 0.0047896767918105959 0.014770742996747575 -0.003199183707428375
leaf_weight=1874.6834811940789 73.823968261480331 82.724897868931293 957.68458114564419
leaf_count=14425 700 420 11978
internal_value=0.000560833 0.0022348 -0.00260075
internal_weight=2988.92 1957.41 1031.51
internal_count=27523 14845 12678
is_linear=0
shrinkage=0.0149828


Tree=146
num_leaves=4
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split_feature=28 19 37
split_gain=46.445 42.3986 20.3872
threshold=42.545000000000009 12.500000000000002 1.0000000180025095e-35
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0017416942013804822 0.0012041698390243209 0.015307648242191066 -0.0085817807216963405
leaf_weight=534.03770816326141 2276.7324603237212 45.23995116353035 119.21473189815879
leaf_count=5808 19669 275 1671
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internal_weight=2975.22 2321.97 653.252
internal_count=27423 19944 7479
is_linear=0
shrinkage=0.0149828


Tree=147
num_leaves=4
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split_feature=21 19 8
split_gain=48.6521 57.0323 47.447
threshold=1.0000000180025095e-35 12.500000000000002 809.5200000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00096456795701147327 -0.0025826142776422083 0.013876359773409211 0.0039333647795676023
leaf_weight=702.94912180304527 1063.6503128781915 46.292125217616558 1173.7708643004298
leaf_count=6371 12345 304 8522
internal_value=0.000617265 -0.0018593 0.00208968
internal_weight=2986.66 1109.94 1876.72
internal_count=27542 12649 14893
is_linear=0
shrinkage=0.0149828


Tree=148
num_leaves=4
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split_feature=23 26 19
split_gain=64.6969 47.7159 35.7214
threshold=1.0000000180025095e-35 603.50000000000011 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00048289283978947457 -0.0033295469980152655 0.0054898641780283357 0.0072167834141721376
leaf_weight=1345.2773560211062 959.18757404014468 625.56132843717933 74.504945579916239
leaf_count=10629 12128 4257 590
internal_value=0.000485358 0.00207976 -0.00253968
internal_weight=3004.53 1970.84 1033.69
internal_count=27604 14886 12718
is_linear=0
shrinkage=0.0149828


Tree=149
num_leaves=4
num_cat=0
split_feature=38 18 27
split_gain=66.5873 48.6151 34.4792
threshold=1.1060000000000003 0.90655000000000008 28.205000000000002
decision_type=8 10 8
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leaf_value=0.00056527629702112371 -0.012859858697658599 0.0064161200906633804 -0.0026550718631127811
leaf_weight=2110.0273122340441 90.108823951333761 373.00992027670145 405.78077485784888
leaf_count=17778 1611 2833 5185
internal_value=0.000447968 0.00145237 -0.00454024
internal_weight=2978.93 2483.04 495.89
internal_count=27407 20611 6796
is_linear=0
shrinkage=0.0149828


Tree=150
num_leaves=4
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split_feature=23 31 1
split_gain=57.5116 38.1911 30.5828
threshold=1.0000000180025095e-35 0.27705000000000007 180500.00000000003
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0010240489076621066 -0.00020863045774667126 0.003552570029484415 -0.0055569640960518203
leaf_weight=570.33321019262075 672.472881000489 1387.4595209062099 374.30430703610182
leaf_count=5251 7941 9507 4928
internal_value=0.000692174 0.00220972 -0.00213173
internal_weight=3004.57 1957.79 1046.78
internal_count=27627 14758 12869
is_linear=0
shrinkage=0.0149828


Tree=151
num_leaves=4
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split_feature=28 23 6
split_gain=54.3748 45.4287 15.7502
threshold=32.760000000000012 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0018836832798676975 0.0030050607108712806 -0.0012531639424446738 -0.0075838043555544596
leaf_weight=320.5814648270607 1669.037113673985 838.61475687846541 168.41512401029468
leaf_count=3250 11986 9840 2451
internal_value=0.000680089 0.00157443 -0.00386609
internal_weight=2996.65 2507.65 488.997
internal_count=27527 21826 5701
is_linear=0
shrinkage=0.0149828


Tree=152
num_leaves=4
num_cat=0
split_feature=19 19 14
split_gain=48.5067 76.6308 50.439
threshold=1.0000000180025095e-35 5.5000000000000009 28.525000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0048141741060189489 -0.0036076591727581919 0.00671643385870903 0.0028903065467471537
leaf_weight=210.92620125040412 976.9007753059268 189.48614414036274 1628.4087552204728
leaf_count=2388 11104 1543 12596
internal_value=0.000474349 -0.00190662 0.00199195
internal_weight=3005.72 1166.39 1839.33
internal_count=27631 12647 14984
is_linear=0
shrinkage=0.0149828


Tree=153
num_leaves=4
num_cat=0
split_feature=35 26 15
split_gain=55.7307 48.1023 29.0687
threshold=1.0000000180025095e-35 603.50000000000011 7.0000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00015721144906027831 -0.0054762260630198331 0.0045159873527326668 0.0023025408589875552
leaf_weight=1527.0145120173693 413.44572697207332 906.22490474581718 140.40156907588243
leaf_count=12804 5619 7441 1553
internal_value=0.000807133 0.00178635 -0.0034608
internal_weight=2987.09 2433.24 553.847
internal_count=27417 20245 7172
is_linear=0
shrinkage=0.0149828


Tree=154
num_leaves=4
num_cat=0
split_feature=38 3 36
split_gain=53.1985 47.5877 39.1377
threshold=1.0000500000000001 0.81025000000000014 6500.0900000000011
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=3.4041623743094435e-05 -0.0053752503014121676 0.0044712807767861391 0.0059457146483289942
leaf_weight=1658.1797204613686 459.80553833022714 805.85816880315542 76.998951431363821
leaf_count=14080 6491 6117 844
internal_value=0.000557055 0.00149131 -0.00369588
internal_weight=3000.84 2464.04 536.804
internal_count=27532 20197 7335
is_linear=0
shrinkage=0.0149828


Tree=155
num_leaves=4
num_cat=0
split_feature=28 3 9
split_gain=51.2043 51.9346 17.2028
threshold=32.760000000000012 0.61555000000000015 63.500000000000007
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0069604942701225036 -0.0016406253888336258 0.0029887438673119352 -0.0012284946498320082
leaf_weight=212.83977265283465 785.55253906920552 1728.1858251020312 270.60168692469597
leaf_count=2514 7299 14569 3153
internal_value=0.000673294 0.00153523 -0.00376817
internal_weight=2997.18 2513.74 483.441
internal_count=27535 21868 5667
is_linear=0
shrinkage=0.0149828


Tree=156
num_leaves=4
num_cat=0
split_feature=19 19 20
split_gain=63.1172 79.9197 44.4437
threshold=1.0000000180025095e-35 6.5000000000000009 833.54500000000019
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0011087021267890344 -0.0036099101841545354 0.0080582041376790689 0.0039080766509289773
leaf_weight=564.84444889053702 1010.5630433484912 147.87459450215101 1278.7990021184087
leaf_count=5703 11475 1100 9259
internal_value=0.000637165 -0.0020935 0.00236081
internal_weight=3002.08 1158.44 1843.64
internal_count=27537 12575 14962
is_linear=0
shrinkage=0.0149828


Tree=157
num_leaves=4
num_cat=0
split_feature=28 3 0
split_gain=47.1855 46.2654 19.7977
threshold=38.025000000000013 0.75035000000000007 1847.5000000000002
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.0044506909128094402 -0.00045948139011222716 0.0036797767693907955 -0.0044018351145154446
leaf_weight=59.587445110082626 1352.6075365096331 1085.5787043049932 504.40418550372124
leaf_count=627 12304 8685 5952
internal_value=0.000471667 0.00137824 -0.00341493
internal_weight=3002.18 2438.19 563.992
internal_count=27568 20989 6579
is_linear=0
shrinkage=0.0149828


Tree=158
num_leaves=4
num_cat=0
split_feature=25 30 23
split_gain=56.5357 37.3903 18.43
threshold=25.320000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0044019502973564753 -0.0054717607088301179 -1.1327401900671717e-06 0.00056264403117843771
leaf_weight=814.84554429352283 347.76108882576227 1403.2800777517259 435.60729759186506
leaf_count=5355 4479 13483 4194
internal_value=0.000637734 -0.00109294 0.00307015
internal_weight=3001.49 1751.04 1250.45
internal_count=27511 17962 9549
is_linear=0
shrinkage=0.0149828


Tree=159
num_leaves=4
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split_feature=3 25 8
split_gain=68.1311 46.2893 34.917
threshold=0.71715000000000007 1.0000000180025095e-35 11022.160000000002
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00084704721228106325 0.0015009839629091964 -0.0045946885586856771 0.0077162451294802547
leaf_weight=641.66317193582654 1374.4734656699002 757.71788839623332 236.45948882773519
leaf_count=5041 12337 8532 1759
internal_value=0.000322964 -0.00208751 0.00242509
internal_weight=3010.31 1399.38 1610.93
internal_count=27669 13573 14096
is_linear=0
shrinkage=0.0149828


Tree=160
num_leaves=4
num_cat=0
split_feature=23 1 18
split_gain=74.1388 28.4908 27.6025
threshold=1.0000000180025095e-35 84500.000000000015 0.67815000000000014
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0016399994631547095 0.0055685651030221283 -0.0035182834394403722 0.0030108645043345444
leaf_weight=340.09259638190269 80.636487487703562 944.81526002660394 1613.5195884406567
leaf_count=2759 881 11830 11901
internal_value=0.000475537 -0.0027757 0.00219008
internal_weight=2979.06 1025.45 1953.61
internal_count=27371 12711 14660
is_linear=0
shrinkage=0.0149828


Tree=161
num_leaves=4
num_cat=0
split_feature=25 3 37
split_gain=50.7635 48.1521 17.8046
threshold=1.0000000180025095e-35 0.75035000000000007 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0034695029872926779 -0.003684713841030605 0.0012182473499085483 -0.0021770903405966967
leaf_weight=1077.3673861995339 864.83962805941701 924.56610967218876 134.64514130726457
leaf_count=7766 9700 8834 1215
internal_value=0.000453835 -0.00114324 0.00282086
internal_weight=3001.42 1789.41 1212.01
internal_count=27515 18534 8981
is_linear=0
shrinkage=0.0149828


Tree=162
num_leaves=4
num_cat=0
split_feature=20 3 39
split_gain=55.606 58.298 17.5327
threshold=726.03500000000008 0.69895000000000007 19240.335000000003
decision_type=10 8 10
left_child=2 -2 -1
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leaf_value=-0.0031951971809757816 -0.00097887214988466847 0.0039711181970802471 0.0089888031834250738
leaf_weight=834.79343941435218 981.00869546085596 1154.8243228569627 23.848486039787531
leaf_count=9319 8747 9084 291
internal_value=0.000393232 0.00169047 -0.00281458
internal_weight=2994.47 2135.83 858.642
internal_count=27441 17831 9610
is_linear=0
shrinkage=0.0149828


Tree=163
num_leaves=4
num_cat=0
split_feature=38 18 25
split_gain=46.4954 36.4331 16.3019
threshold=1.4250500000000004 0.89605000000000012 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0007134924685591853 0.00054964617567216604 0.0052404259314637654 -0.0058537061033216535
leaf_weight=2076.6481222324073 122.96009088307619 493.00641638785601 281.28706141933799
leaf_count=17545 1415 4014 4302
internal_value=0.000842795 0.00158898 -0.00385052
internal_weight=2973.9 2569.65 404.247
internal_count=27276 21559 5717
is_linear=0
shrinkage=0.0149828


Tree=164
num_leaves=4
num_cat=0
split_feature=0 20 20
split_gain=53.3147 36.0405 28.3862
threshold=7300.0000000000009 726.03500000000008 1538.0600000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0011644038037214126 -0.0089959749341888915 0.002738596185128572 -0.0015003848057541431
leaf_weight=768.02248445153236 155.37574097886682 1675.0234205909073 414.52645521983504
leaf_count=8421 1870 13776 3550
internal_value=0.000539104 0.0015048 -0.00356782
internal_weight=3012.95 2443.05 569.902
internal_count=27617 22197 5420
is_linear=0
shrinkage=0.0149828


Tree=165
num_leaves=4
num_cat=0
split_feature=0 28 8
split_gain=48.9344 40.5582 27.2251
threshold=4410.0000000000009 32.760000000000012 6043.2050000000008
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.0012927746676970379 -0.0077588839550164464 -0.00042415081244121363 0.0058712583269869252
leaf_weight=1428.1546989902854 200.23858051002026 1022.8825136013329 366.87876447290182
leaf_count=13352 2462 8921 2914
internal_value=0.000661369 -0.00164048 0.00223758
internal_weight=3018.15 1223.12 1795.03
internal_count=27649 11383 16266
is_linear=0
shrinkage=0.0149828


Tree=166
num_leaves=4
num_cat=0
split_feature=0 21 28
split_gain=48.321 35.8649 25.9454
threshold=7300.0000000000009 1.0000000180025095e-35 46.815000000000005
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0029577459244583084 -0.0086785014708750663 -0.00078277010226133917 -0.0013855685233010204
leaf_weight=1514.5545073077083 146.81548867374659 915.91409767791629 423.08530170470476
leaf_count=11683 1801 10342 3586
internal_value=0.000618053 0.00154176 -0.00328906
internal_weight=3000.37 2430.47 569.901
internal_count=27412 22025 5387
is_linear=0
shrinkage=0.0149828


Tree=167
num_leaves=4
num_cat=0
split_feature=0 8 28
split_gain=53.3059 43.4449 25.108
threshold=6650.0000000000009 1866.5150000000001 46.815000000000005
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00014566106972907684 -0.0080440544938872281 0.0040486816514937497 -0.0015319445029337872
leaf_weight=1390.0314494743943 176.99947507306933 910.99850579351187 530.43727842718363
leaf_count=13121 2178 7707 4506
internal_value=0.000400766 0.00150958 -0.00318115
internal_weight=3008.47 2301.03 707.437
internal_count=27512 20828 6684
is_linear=0
shrinkage=0.0149828


Tree=168
num_leaves=4
num_cat=0
split_feature=0 23 4
split_gain=51.458 36.4666 25.6133
threshold=7300.0000000000009 1.0000000180025095e-35 58.932750000000006
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0025696985195475725 -0.0058883410885137285 -0.0012507496742254777 0.0010027367768071704
leaf_weight=1579.0866455286741 394.51517353393137 860.06009378656745 166.59268935024738
leaf_count=11633 4021 10484 1353
internal_value=0.000271476 0.001216 -0.00380095
internal_weight=3000.25 2439.15 561.108
internal_count=27491 22117 5374
is_linear=0
shrinkage=0.0149828


Tree=169
num_leaves=4
num_cat=0
split_feature=3 20 15
split_gain=49.4935 61.3065 34.1692
threshold=0.71715000000000007 361.86000000000007 3.5000000000000004
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0042678951274665146 -0.0035591752679654705 0.0037573196822586349 0.00045167008271138954
leaf_weight=588.90346292220056 314.75307851284742 1300.9394593536854 809.45890699326992
leaf_count=6329 3669 10355 7197
internal_value=0.000529888 0.00231716 -0.00152581
internal_weight=3014.05 1615.69 1398.36
internal_count=27550 14024 13526
is_linear=0
shrinkage=0.0149828


Tree=170
num_leaves=4
num_cat=0
split_feature=35 18 15
split_gain=48.5656 45.2444 21.3324
threshold=1.0000000180025095e-35 0.80745000000000011 7.0000000000000009
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.00092179041668661601 -0.0053440251471000028 0.0031576299817603105 0.0013235668465254834
leaf_weight=1095.2363278120756 406.188616104424 1358.2170667648315 140.02943442761898
leaf_count=9473 5578 10810 1552
internal_value=0.000427794 0.00133058 -0.00359301
internal_weight=2999.67 2453.45 546.218
internal_count=27413 20283 7130
is_linear=0
shrinkage=0.0149828


Tree=171
num_leaves=4
num_cat=0
split_feature=19 19 26
split_gain=54.3441 64.784 44.1957
threshold=1.0000000180025095e-35 5.5000000000000009 603.50000000000011
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.00057336875273247454 -0.0035032718610477826 0.0059510736177285769 0.0055055299337916485
leaf_weight=1254.3222329467535 976.25392219051719 191.25604647770524 604.51774894073606
leaf_count=10479 11127 1545 4489
internal_value=0.000592363 -0.00193138 0.00218521
internal_weight=3026.35 1167.51 1858.84
internal_count=27640 12672 14968
is_linear=0
shrinkage=0.0149828


Tree=172
num_leaves=4
num_cat=0
split_feature=23 14 35
split_gain=52.5562 30.8817 20.3876
threshold=1.0000000180025095e-35 28.525000000000002 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0038861316398505928 -0.0013731660903011365 0.0023085064718299511 -0.0065511670615536859
leaf_weight=195.2050213329494 806.49519216269255 1788.7392639629543 217.51865167915821
leaf_count=2021 8898 12779 3833
internal_value=0.00026045 0.00168587 -0.00248632
internal_weight=3007.96 1983.94 1024.01
internal_count=27531 14800 12731
is_linear=0
shrinkage=0.0149828


Tree=173
num_leaves=4
num_cat=0
split_feature=28 19 38
split_gain=48.9605 40.5781 28.8864
threshold=38.025000000000013 12.500000000000002 1.0321500000000003
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=-0.0016184518627540712 0.00083870391387641584 0.014538886503621088 -0.0091391090501974255
leaf_weight=406.49747587367892 2394.8146976418793 45.86018418520689 159.84265673905611
leaf_count=3961 20594 262 2757
internal_value=0.000187656 0.00111209 -0.00376344
internal_weight=3007.02 2440.67 566.34
internal_count=27574 20856 6718
is_linear=0
shrinkage=0.0149828


Tree=174
num_leaves=4
num_cat=0
split_feature=38 8 36
split_gain=44.5482 30.1146 23.6154
threshold=1.0000500000000001 903.00500000000011 11416.290000000003
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=-0.00089730904389693762 -0.0043647765983037554 0.0025478032147269367 0.0070185384532377307
leaf_weight=864.23134987801313 489.10802326537669 1628.0758836194873 41.362926140427589
leaf_count=7424 6933 12842 425
internal_value=0.000504477 0.0013468 -0.00341791
internal_weight=3022.78 2492.31 530.471
internal_count=27624 20266 7358
is_linear=0
shrinkage=0.0149828


Tree=175
num_leaves=4
num_cat=0
split_feature=35 18 5
split_gain=52.4427 53.5137 23.5302
threshold=1.0000000180025095e-35 0.78995000000000015 96.715000000000018
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.0012247013911704857 0.00031524198469934822 0.0033193000365056096 -0.0059731077597131961
leaf_weight=919.51694992929697 213.1177266407758 1554.2974970340729 333.71173029579222
leaf_count=8087 2529 12317 4636
internal_value=0.000692642 0.00162376 -0.00348514
internal_weight=3020.64 2473.81 546.829
internal_count=27569 20404 7165
is_linear=0
shrinkage=0.0149828


Tree=176
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split_feature=19 19 18
split_gain=45.2916 73.4802 41.2448
threshold=5.5000000000000009 1.0000000180025095e-35 0.89605000000000012
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0015812905601926405 0.0039388899571266385 -0.0035005272052152548 0.021128619220792511
leaf_weight=1857.6491351351142 155.9244687743485 968.51581110060215 35.91387889534235
leaf_count=14918 1233 11128 296
internal_value=0.000317324 -0.000156584 0.0072978
internal_weight=3018 2826.16 191.838
internal_count=27575 26046 1529
is_linear=0
shrinkage=0.0149828


Tree=177
num_leaves=4
num_cat=0
split_feature=23 20 25
split_gain=50.3922 37.5789 33.177
threshold=1.0000000180025095e-35 639.43500000000006 1095.2300000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0019306352800586486 -0.00020872458045076794 0.0029097506387944332 -0.0057838504707206284
leaf_weight=462.5447228141129 643.71482136845589 1533.7017969153821 382.91698090359569
leaf_count=4418 7046 10425 5716
internal_value=0.000388307 0.00177796 -0.00229908
internal_weight=3022.88 1996.25 1026.63
internal_count=27605 14843 12762
is_linear=0
shrinkage=0.0149828


Tree=178
num_leaves=4
num_cat=0
split_feature=38 8 27
split_gain=49.2319 43.2056 17.6505
threshold=12.693350000000002 6043.2050000000008 93.305000000000021
decision_type=8 10 8
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right_child=2 -3 -4
leaf_value=8.42047924017575e-05 -0.0089439534424968579 0.005114713080862269 0.0026339673592226547
leaf_weight=2350.6427274551243 160.60550216957927 455.33569351956248 32.085944149643183
leaf_count=20928 2642 3465 364
internal_value=0.000400224 0.000907338 -0.0068503
internal_weight=2998.67 2805.98 192.691
internal_count=27399 24393 3006
is_linear=0
shrinkage=0.0149828


Tree=179
num_leaves=4
num_cat=0
split_feature=31 3 25
split_gain=44.9062 46.1709 31.0475
threshold=0.27705000000000007 0.61555000000000015 930.70500000000004
decision_type=10 8 10
left_child=2 -2 -1
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leaf_value=0.00086008359009399449 -0.0013127659620292508 0.0033767439502748469 -0.0046254155155055375
leaf_weight=415.02912182360888 698.49592036008835 1409.2422941960394 507.74531768634915
leaf_count=4231 6145 10968 6292
internal_value=0.000605321 0.00181436 -0.00213944
internal_weight=3030.51 2107.74 922.774
internal_count=27636 17113 10523
is_linear=0
shrinkage=0.0149828


Tree=180
num_leaves=4
num_cat=0
split_feature=0 19 28
split_gain=53.8891 26.5847 16.9291
threshold=7300.0000000000009 1.0000000180025095e-35 38.025000000000013
decision_type=10 10 8
left_child=1 -1 -2
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leaf_value=0.0027665158910864965 -0.0089036205843805311 -0.00040341804911107882 -0.0023141408774915401
leaf_weight=1489.1041151992977 107.39222007803619 972.38362213969231 466.93004537373781
leaf_count=11753 1423 10436 4077
internal_value=0.000540847 0.00150814 -0.00357223
internal_weight=3035.81 2461.49 574.322
internal_count=27689 22189 5500
is_linear=0
shrinkage=0.0149828


Tree=181
num_leaves=4
num_cat=0
split_feature=35 18 5
split_gain=51.2796 40.8218 19.5872
threshold=1.0000000180025095e-35 0.9507500000000001 95.955000000000013
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00044079347011806381 -2.6001698660486619e-05 0.0076453290134072364 -0.0060984514726168861
leaf_weight=2284.1416837833822 176.88354133069515 187.93131908029318 360.87756542861462
leaf_count=19054 2067 1326 5031
internal_value=8.26752e-05 0.000998452 -0.0040916
internal_weight=3009.83 2472.07 537.761
internal_count=27478 20380 7098
is_linear=0
shrinkage=0.0149828


Tree=182
num_leaves=4
num_cat=0
split_feature=23 26 1
split_gain=41.0855 39.024 25.7965
threshold=1.0000000180025095e-35 603.50000000000011 84500.000000000015
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00028122199240714736 0.0058647734819406421 0.0047816395910146893 -0.0026537651806489808
leaf_weight=1333.9048392921686 83.597399059683084 639.61942763999104 946.4868237208575
leaf_count=10421 898 4219 11921
internal_value=0.000479115 0.00174736 -0.00193632
internal_weight=3003.61 1973.52 1030.08
internal_count=27459 14640 12819
is_linear=0
shrinkage=0.0149828


Tree=183
num_leaves=4
num_cat=0
split_feature=25 9 19
split_gain=57.9007 34.9188 27.3467
threshold=237.68000000000004 237.50000000000003 6.5000000000000009
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0021125801455435453 -0.0027119070977336172 0.0022132892194382261 0.0095692192210807426
leaf_weight=1281.2176287844777 1198.2691086921841 436.09776719100773 118.17191394045949
leaf_count=10125 12353 4346 778
internal_value=0.0005223 -0.00138581 0.0027593
internal_weight=3033.76 1634.37 1399.39
internal_count=27602 16699 10903
is_linear=0
shrinkage=0.0149828


Tree=184
num_leaves=4
num_cat=0
split_feature=25 28 14
split_gain=61.6697 31.2939 16.761
threshold=1.0000000180025095e-35 32.760000000000012 143.65000000000001
decision_type=8 10 8
left_child=2 -2 -1
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leaf_value=0.0041257309886705016 -0.0053046740377997083 -0.00018163563712797625 -0.00024730455631151135
leaf_weight=970.13604380562901 325.66217692382634 1467.0174268223345 235.61388736218214
leaf_count=7142 4394 14137 1650
internal_value=0.000634094 -0.00112121 0.0032528
internal_weight=2998.43 1792.68 1205.75
internal_count=27323 18531 8792
is_linear=0
shrinkage=0.0149828


Tree=185
num_leaves=4
num_cat=0
split_feature=3 20 19
split_gain=42.0031 51.8576 19.3108
threshold=0.61555000000000015 726.03500000000008 5.5000000000000009
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0031481214305301105 -0.0021934638658455043 0.0029101926362699623 0.0045969843195365848
leaf_weight=828.80199876055121 632.84146675281227 1481.8276003468782 74.505346294492483
leaf_count=8172 6962 11768 607
internal_value=0.000216038 0.00137423 -0.00247797
internal_weight=3017.98 2114.67 903.307
internal_count=27509 18730 8779
is_linear=0
shrinkage=0.0149828


Tree=186
num_leaves=4
num_cat=0
split_feature=8 15 14
split_gain=53.6963 37.0458 15.5028
threshold=15282.560000000001 3.5000000000000004 79.815000000000012
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0014681840280629775 0.012979051430347789 0.0019533939973618557 0.0020617728531119291
leaf_weight=1596.8696134034544 94.293442543596029 1273.3441996760666 41.622592162340879
leaf_count=15652 683 10822 273
internal_value=0.000486355 4.58623e-05 0.00956838
internal_weight=3006.13 2870.21 135.916
internal_count=27430 26474 956
is_linear=0
shrinkage=0.0149828


Tree=187
num_leaves=4
num_cat=0
split_feature=35 19 11
split_gain=50.9723 27.851 23.0767
threshold=1.0000000180025095e-35 7.5000000000000009 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.001091822345029571 -0.0060924212767175358 0.0083132811904321549 0.00017992689676935152
leaf_weight=2364.6054142378271 328.29390534386039 123.11050910130143 210.03990452550352
leaf_count=19629 4689 823 2477
internal_value=0.000551822 0.00145951 -0.00360758
internal_weight=3026.05 2487.72 538.334
internal_count=27618 20452 7166
is_linear=0
shrinkage=0.0149828


Tree=188
num_leaves=4
num_cat=0
split_feature=21 26 21
split_gain=52.5251 35.3457 32.3389
threshold=1.0000000180025095e-35 850.50000000000011 5.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00079146771235548169 -0.0032456671645479606 0.0057629832326963476 0.0043431212985719512
leaf_weight=1513.8149789813906 957.32967634871602 406.09143952280283 140.88997137919068
leaf_count=12253 11351 2648 1287
internal_value=0.000354882 0.00185204 -0.00224899
internal_weight=3018.13 1919.91 1098.22
internal_count=27539 14901 12638
is_linear=0
shrinkage=0.0149828


Tree=189
num_leaves=4
num_cat=0
split_feature=20 3 0
split_gain=54.3258 63.6029 21.6211
threshold=726.03500000000008 0.73375000000000012 3505.0000000000005
decision_type=10 8 8
left_child=2 -2 -1
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leaf_value=-0.00041445440657519102 -0.00059908927664147473 0.0045229784866084163 -0.0052301608413373142
leaf_weight=467.30690495669842 1122.6091439053416 1042.2456549853086 383.80722190625966
leaf_count=5000 9964 7842 4644
internal_value=0.000597264 0.00186053 -0.00259674
internal_weight=3015.97 2164.85 851.114
internal_count=27450 17806 9644
is_linear=0
shrinkage=0.0149828


Tree=190
num_leaves=4
num_cat=0
split_feature=23 19 19
split_gain=46.0841 30.9041 26.881
threshold=1.0000000180025095e-35 8.5000000000000018 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0012133061532304701 -0.0031272031514485658 0.013568527883700445 0.0058778908499964207
leaf_weight=1949.7208995819092 940.28939594700933 42.422437556087971 77.181521542370319
leaf_count=14520 12086 236 589
internal_value=0.000168075 0.00149586 -0.00241678
internal_weight=3009.61 1992.14 1017.47
internal_count=27431 14756 12675
is_linear=0
shrinkage=0.0149828


Tree=191
num_leaves=4
num_cat=0
split_feature=31 20 11
split_gain=45.853 29.2887 15.4503
threshold=0.093850000000000003 8049.2300000000005 11.500000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0057933690923100715 0.00057175855749373879 0.0047091165892224531 0.00090657990138218235
leaf_weight=302.67094149813056 2154.2580729611218 466.3242000117898 96.9568778462708
leaf_count=4261 18848 3264 1095
internal_value=0.000590414 0.00131468 -0.00410802
internal_weight=3020.21 2620.58 399.628
internal_count=27468 22112 5356
is_linear=0
shrinkage=0.0149828


Tree=192
num_leaves=4
num_cat=0
split_feature=21 26 21
split_gain=36.9026 51.9043 22.305
threshold=1.0000000180025095e-35 702.50000000000011 16.500000000000004
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00027886251372940315 -0.0019821736149664352 0.0058740968089779581 0.012767961783767285
leaf_weight=1401.0288382489234 1075.8698579128832 504.79666444286704 20.335970770567656
leaf_count=11340 12459 3412 135
internal_value=0.000507968 0.00176987 -0.00167284
internal_weight=3002.03 1905.83 1096.21
internal_count=27346 14752 12594
is_linear=0
shrinkage=0.0149828


Tree=193
num_leaves=4
num_cat=0
split_feature=0 15 8
split_gain=43.1086 29.9849 16.0784
threshold=3505.0000000000005 3.5000000000000004 3121.2400000000002
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=0.0012250822686438172 -0.003144953422331561 0.00085198820378420417 0.0048582783115110996
leaf_weight=928.70914888195693 907.49401115067303 773.29415664449334 392.46321016550064
leaf_count=8629 9043 6576 3157
internal_value=0.000288494 -0.00129685 0.00231425
internal_weight=3001.96 1680.79 1321.17
internal_count=27405 15619 11786
is_linear=0
shrinkage=0.0149828


Tree=194
num_leaves=4
num_cat=0
split_feature=25 8 16
split_gain=38.3765 35.3522 17.1845
threshold=1.0000000180025095e-35 2683.1050000000005 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00051600757031642253 -0.0025900762584601745 0.0019804747753957696 0.0040739185995686926
leaf_weight=648.58032129704952 1263.38716282323 536.44808481447399 583.21379716321826
leaf_count=4708 13496 5082 4279
internal_value=0.000170786 -0.00121789 0.00220909
internal_weight=3031.63 1799.84 1231.79
internal_count=27565 18578 8987
is_linear=0
shrinkage=0.0149828


Tree=195
num_leaves=4
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split_feature=23 8 1
split_gain=46.22 37.7312 29.4116
threshold=1.0000000180025095e-35 1866.5150000000001 84500.000000000015
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00023180852160083703 0.0062180880434964938 0.0044837196056339932 -0.0028528675870567394
leaf_weight=1251.8295176848769 84.254899462684989 749.50200413912535 937.34169565327466
leaf_count=10241 908 4506 11868
internal_value=0.000505109 0.00183097 -0.00207757
internal_weight=3022.93 2001.33 1021.6
internal_count=27523 14747 12776
is_linear=0
shrinkage=0.0149828


Tree=196
num_leaves=4
num_cat=0
split_feature=37 19 36
split_gain=43.5039 32.5763 30.0032
threshold=1.0000000180025095e-35 7.5000000000000009 6500.0900000000011
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00076112120858652101 -0.0059621847268791503 0.0085736879449645736 0.0064254767803689486
leaf_weight=2512.2971254363656 325.21384432725608 122.59465094283223 46.808554572984576
leaf_count=22309 3785 827 471
internal_value=0.000453902 0.00113462 -0.00431192
internal_weight=3006.91 2634.89 372.022
internal_count=27392 23136 4256
is_linear=0
shrinkage=0.0149828


Tree=197
num_leaves=4
num_cat=0
split_feature=21 29 31
split_gain=32.8417 29.8088 21.6486
threshold=1.0000000180025095e-35 0.22105000000000002 0.57405000000000006
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0021678594187264648 -0.0035533358690689938 -0.0029067617196363266 0.00072489290590280794
leaf_weight=1621.5813435744494 675.11524173244834 303.23096760362387 426.59798333793879
leaf_count=12726 8516 2201 4140
internal_value=0.000173425 0.00135698 -0.00188133
internal_weight=3026.53 1924.81 1101.71
internal_count=27583 14927 12656
is_linear=0
shrinkage=0.0149828


Tree=198
num_leaves=4
num_cat=0
split_feature=25 8 19
split_gain=45.6662 32.6911 19.0498
threshold=1.0000000180025095e-35 809.5200000000001 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0038064251086981156 -0.0043363832762619708 -4.7664053475277073e-05 9.0253732014248714e-06
leaf_weight=720.64515711739659 603.73518795706332 1179.5320613328367 507.88034414127469
leaf_count=4784 6606 11899 4149
internal_value=1.85388e-05 -0.001507 0.00224216
internal_weight=3011.79 1783.27 1228.53
internal_count=27438 18505 8933
is_linear=0
shrinkage=0.0149828


Tree=199
num_leaves=4
num_cat=0
split_feature=3 20 15
split_gain=51.2656 46.179 26.1538
threshold=0.61555000000000015 639.43500000000006 7.0000000000000009
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=-0.0051671778418333151 -0.0018030696742206828 0.0031469351621833492 -5.6092869550802115e-05
leaf_weight=420.64763521589339 573.15864675864577 1557.5954562462866 486.02736074104905
leaf_count=4600 6392 12355 4263
internal_value=0.000534462 0.00180659 -0.0024376
internal_weight=3037.43 2130.75 906.675
internal_count=27610 18747 8863
is_linear=0
shrinkage=0.0149828


Tree=200
num_leaves=4
num_cat=0
split_feature=35 8 30
split_gain=36.4959 32.227 16.8565
threshold=1.0000000180025095e-35 11022.160000000002 1.0000000180025095e-35
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00020629197436376428 -0.010527943916246915 0.0061719407608113053 -0.0025202068233421051
leaf_weight=2266.8737932369113 66.665965186432004 219.93418900668621 474.78457442112267
leaf_count=18966 1142 1441 6059
internal_value=-2.00329e-05 0.000742842 -0.00353725
internal_weight=3028.26 2486.81 541.451
internal_count=27608 20407 7201
is_linear=0
shrinkage=0.0149828


Tree=201
num_leaves=4
num_cat=0
split_feature=0 21 4
split_gain=59.9344 34.5287 20.4701
threshold=7300.0000000000009 1.0000000180025095e-35 42.158350000000006
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0028872024949061865 -0.0063004506895477548 -0.00078189553944846464 -0.00044971568393950047
leaf_weight=1536.5029300302267 329.25119349360466 908.69592563435435 230.3043375685811
leaf_count=11616 3475 10330 1919
internal_value=0.000501848 0.00151724 -0.00390094
internal_weight=3004.75 2445.2 559.556
internal_count=27340 21946 5394
is_linear=0
shrinkage=0.0149828


Tree=202
num_leaves=4
num_cat=0
split_feature=37 8 36
split_gain=46.5651 29.6443 18.3984
threshold=1.0000000180025095e-35 2094.9700000000007 4819.3150000000014
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-5.3266427801151316e-05 -0.0059032796943820649 0.0032210984728963687 0.0029731078426040581
leaf_weight=1679.178737424314 318.36319411173463 972.90933101996779 57.764320781454444
leaf_count=15427 3702 7761 618
internal_value=0.000440296 0.00114351 -0.00446264
internal_weight=3028.22 2652.09 376.128
internal_count=27508 23188 4320
is_linear=0
shrinkage=0.0149828


Tree=203
num_leaves=4
num_cat=0
split_feature=25 16 0
split_gain=60.8994 35.0852 24.8439
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1847.5000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00013673681260719764 0.0033980010326743761 0.0052229051614264095 -0.002402099447226861
leaf_weight=651.06246494874358 179.92976694740355 573.05692516639829 1608.4175426140428
leaf_count=4738 1746 4144 16858
internal_value=-4.07036e-05 0.002526 -0.00180559
internal_weight=3012.47 1224.12 1788.35
internal_count=27486 8882 18604
is_linear=0
shrinkage=0.0149828


Tree=204
num_leaves=4
num_cat=0
split_feature=14 19 8
split_gain=39.001 39.9395 24.8213
threshold=34.935000000000009 1.0000000180025095e-35 1682.9800000000002
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0066693051439698772 0.0027931426325390166 -0.00099390272358360933 0.00081377623078915113
leaf_weight=243.46876507997513 1611.4910795837641 1009.8741844091564 159.86722574755549
leaf_count=3218 12016 10416 1846
internal_value=0.000657814 0.00132841 -0.00365174
internal_weight=3024.7 2621.37 403.336
internal_count=27496 22432 5064
is_linear=0
shrinkage=0.0149828


Tree=205
num_leaves=4
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split_feature=3 32 35
split_gain=36.3873 29.7913 19.4979
threshold=0.71715000000000007 0.34985000000000005 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=-0.000398080570985212 0.0030156349355418459 -0.0021244804793010591 -0.0049971500492112606
leaf_weight=1148.8211360089481 1336.6991726700217 305.30807776935399 251.06763980351388
leaf_count=10113 11554 2506 3485
internal_value=0.000532735 0.00204701 -0.00123413
internal_weight=3041.9 1642.01 1399.89
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is_linear=0
shrinkage=0.0149828


Tree=206
num_leaves=4
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split_feature=35 26 25
split_gain=39.4721 23.2023 17.7641
threshold=1.0000000180025095e-35 603.50000000000011 337.43500000000006
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-5.6229111582115258e-05 -0.00047322086068790782 0.0029064742586933923 -0.0060115103884628238
leaf_weight=1547.1116674803197 248.15732182189822 949.07652194052935 280.60909022763371
leaf_count=12849 2940 7543 4177
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internal_weight=3024.95 2496.19 528.766
internal_count=27509 20392 7117
is_linear=0
shrinkage=0.0149828


Tree=207
num_leaves=4
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split_feature=19 19 18
split_gain=38.171 60.429 33.7727
threshold=5.5000000000000009 1.0000000180025095e-35 0.86445000000000005
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0015509017569333291 0.0023686973997779103 -0.0030677634909594431 0.015227716819609315
leaf_weight=1869.8492253795266 135.84909546002746 959.05540167726576 66.492225959897041
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internal_weight=3031.25 2828.9 202.341
internal_count=27540 25964 1576
is_linear=0
shrinkage=0.0149828


Tree=208
num_leaves=4
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split_feature=25 11 5
split_gain=49.9937 30.722 13.1865
threshold=337.43500000000006 10.500000000000002 92.995000000000019
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0039730389014641949 -0.0036032434874746213 0.00060467443991350941 0.0010325965260280655
leaf_weight=560.69858628883958 850.52648328989744 705.02120889723301 908.46666099876165
leaf_count=3997 9411 6570 7511
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internal_weight=3024.71 1555.55 1469.17
internal_count=27489 15981 11508
is_linear=0
shrinkage=0.0149828


Tree=209
num_leaves=4
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split_feature=35 10 15
split_gain=47.433 40.0249 13.9037
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 7.0000000000000009
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.014046805161607664 -0.0053483967523702157 0.00072149185518165238 4.8415331897959545e-05
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leaf_count=399 5631 19869 1564
internal_value=0.00011997 0.000993439 -0.00391306
internal_weight=3021.24 2487.25 533.994
internal_count=27463 20268 7195
is_linear=0
shrinkage=0.0149828


Tree=210
num_leaves=4
num_cat=0
split_feature=3 37 14
split_gain=45.2555 45.082 17.2049
threshold=0.61555000000000015 1.0000000180025095e-35 65.565000000000012
decision_type=8 10 10
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leaf_value=-0.0054314203098723268 0.0023356601557308599 -0.0039066305479909628 -0.0010320242906860318
leaf_weight=306.17802061140537 1837.8286573011428 297.35307334549725 586.47528154961765
leaf_count=3672 15342 3369 5082
internal_value=0.000268196 0.00145542 -0.00255381
internal_weight=3027.84 2135.18 892.653
internal_count=27465 18711 8754
is_linear=0
shrinkage=0.0149828


Tree=211
num_leaves=4
num_cat=0
split_feature=21 21 0
split_gain=43.4402 24.6838 24.4535
threshold=1.0000000180025095e-35 15.500000000000002 5950.0000000000009
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0027127076456582942 -0.0026036394173916577 0.011332637849215618 -0.00080567540828919222
leaf_weight=1269.4069434460253 1068.8604310452938 26.052562110126019 669.04745650850236
leaf_count=9463 12469 169 5452
internal_value=0.000139396 -0.00223769 0.00148965
internal_weight=3033.37 1094.91 1938.45
internal_count=27553 12638 14915
is_linear=0
shrinkage=0.0149828


Tree=212
num_leaves=4
num_cat=0
split_feature=20 25 19
split_gain=39.6664 30.4528 18.5519
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decision_type=10 8 10
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leaf_value=0.00085265926348629352 0.0030167086076512929 -0.0024160962845344745 0.014000639673446539
leaf_weight=1197.594665940851 422.82250728085637 1356.2133794389665 33.908922281116247
leaf_count=9903 2946 14358 243
internal_value=-0.000146724 -0.000877755 0.0038988
internal_weight=3010.54 2553.81 456.731
internal_count=27450 24261 3189
is_linear=0
shrinkage=0.0149828


Tree=213
num_leaves=4
num_cat=0
split_feature=3 20 28
split_gain=42.3818 38.2732 29.4687
threshold=0.71715000000000007 1.0000000180025095e-35 72.02500000000002
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=-0.0043170058047610309 -0.0050629116676549025 0.0025933403301557131 9.7802988934328846e-05
leaf_weight=567.19391372986138 157.6194599494338 1498.5637125000358 821.17352921888232
leaf_count=6694 2213 11910 6811
internal_value=0.000227596 0.00184802 -0.00169587
internal_weight=3044.55 1656.18 1388.37
internal_count=27628 14123 13505
is_linear=0
shrinkage=0.0149828


Tree=214
num_leaves=4
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split_feature=3 20 15
split_gain=43.9599 38.0461 26.1561
threshold=0.71715000000000007 1222.0250000000003 3.5000000000000004
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0042436700149193381 -0.00072358903831209716 0.0038504190548934039 -4.7220049324611634e-05
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leaf_count=6229 7230 6811 7223
internal_value=0.000183009 0.00184163 -0.00177998
internal_weight=3023.41 1642.41 1381
internal_count=27493 14041 13452
is_linear=0
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Tree=215
num_leaves=4
num_cat=0
split_feature=23 8 1
split_gain=37.7607 30.1909 23.0874
threshold=1.0000000180025095e-35 15282.560000000001 84500.000000000015
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.001214260861257464 0.005366497618089724 0.010083312230527922 -0.0026249193494770752
leaf_weight=1917.8176409192383 85.279424723237753 86.370980098843575 929.67547627538443
leaf_count=14292 909 408 11835
internal_value=0.000416854 0.00161167 -0.00192787
internal_weight=3019.14 2004.19 1014.95
internal_count=27444 14700 12744
is_linear=0
shrinkage=0.0149828


Tree=216
num_leaves=4
num_cat=0
split_feature=23 19 19
split_gain=38.6988 30.5511 22.2847
threshold=1.0000000180025095e-35 14.500000000000002 5.5000000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0010375242540155492 -0.0026776264288003561 0.012419638065745774 0.0092001413236820831
leaf_weight=1943.4141578115523 989.99646387062967 28.042247038334608 74.227671917527914
leaf_count=14362 12653 168 443
internal_value=0.000147726 -0.00222482 0.00135226
internal_weight=3035.68 1018.04 2017.64
internal_count=27626 12821 14805
is_linear=0
shrinkage=0.0149828


Tree=217
num_leaves=4
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split_feature=0 8 28
split_gain=45.1713 34.707 17.4787
threshold=7300.0000000000009 1113.3350000000003 68.745000000000019
decision_type=10 8 10
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leaf_value=-0.00069029080065483592 -0.0063157557693315283 0.0028594432494139987 -0.0009917669262980123
leaf_weight=1114.7049563992769 256.04031704552472 1366.7168643213809 308.42687866464257
leaf_count=10681 2990 11524 2452
internal_value=0.000385544 0.00125901 -0.00342169
internal_weight=3045.89 2481.42 564.467
internal_count=27647 22205 5442
is_linear=0
shrinkage=0.0149828


Tree=218
num_leaves=4
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split_feature=25 23 18
split_gain=50.0164 29.6394 22.3242
threshold=1.0000000180025095e-35 1.5000000000000002 0.80745000000000011
decision_type=10 10 8
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leaf_value=0.00030431024460462726 -0.00024530632117298961 -0.0054156996147570772 0.0044132596730559392
leaf_weight=495.49894651025534 1497.3462456259876 296.7138366792351 752.92243929207325
leaf_count=3566 14065 4596 5421
internal_value=0.000486275 -0.00110964 0.00278865
internal_weight=3042.48 1794.06 1248.42
internal_count=27648 18661 8987
is_linear=0
shrinkage=0.0149828


Tree=219
num_leaves=4
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split_feature=20 8 39
split_gain=34.4642 20.5489 16.4098
threshold=952.59500000000014 15282.560000000001 19240.335000000003
decision_type=10 10 10
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right_child=1 -3 -4
leaf_value=-0.0026159553151513387 0.00066052656876910011 0.0069425114398419339 0.0091979360629353621
leaf_weight=1008.2134812027216 1884.4111746158451 121.35644118860364 23.591527160257101
leaf_count=11106 15435 818 291
internal_value=-8.71711e-05 0.00105217 -0.0023122
internal_weight=3037.57 2005.77 1031.81
internal_count=27650 16253 11397
is_linear=0
shrinkage=0.0149828


Tree=220
num_leaves=4
num_cat=0
split_feature=0 20 35
split_gain=38.4148 22.7293 22.1003
threshold=7300.0000000000009 1374.2600000000004 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0020798948769504199 -0.0081447549450599441 -0.0011472737081462438 -0.0016352681378914758
leaf_weight=2054.78886622563 137.91376868262887 416.97404198907316 428.01715095713735
leaf_count=16546 1765 3609 5689
internal_value=0.000632546 -0.00291234 0.00143202
internal_weight=3037.69 554.888 2482.81
internal_count=27609 5374 22235
is_linear=0
shrinkage=0.0149828


Tree=221
num_leaves=4
num_cat=0
split_feature=28 3 0
split_gain=30.6652 29.7174 14.6334
threshold=42.545000000000009 0.61555000000000015 2418.5000000000005
decision_type=8 8 10
left_child=2 -2 -1
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leaf_value=0.0015390976287243479 -0.0013132898036133554 0.0022927943846255735 -0.0037959805940507726
leaf_weight=144.57218347117305 736.48903805948794 1642.8162511046976 484.99633993953466
leaf_count=1583 6713 13175 5893
internal_value=0.000388433 0.00116964 -0.00253723
internal_weight=3008.87 2379.31 629.569
internal_count=27364 19888 7476
is_linear=0
shrinkage=0.0149828


Tree=222
num_leaves=4
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split_feature=38 21 27
split_gain=33.4813 26.0542 9.14321
threshold=5.7299500000000005 1.0000000180025095e-35 28.205000000000002
decision_type=8 10 10
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leaf_value=0.0019768279379304174 -0.010486377336290882 -0.001009523485477397 -0.0032915834660016846
leaf_weight=1795.5713557973504 56.379319040104747 1021.8857207968831 151.70503012649715
leaf_count=12873 1165 11239 2177
internal_value=0.000456244 0.000888427 -0.00528461
internal_weight=3025.54 2817.46 208.084
internal_count=27454 24112 3342
is_linear=0
shrinkage=0.0149828


Tree=223
num_leaves=4
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split_feature=19 19 18
split_gain=47.8534 63.0265 16.9264
threshold=1.0000000180025095e-35 5.5000000000000009 0.67815000000000014
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0013272247784676232 -0.003780986036223451 0.0054525053775053471 0.0023534382087939221
leaf_weight=333.54092808440328 954.52201950736344 196.7519548330456 1549.7016182187945
leaf_count=2901 11088 1515 12030
internal_value=0.000217531 -0.00218026 0.00169104
internal_weight=3034.52 1151.27 1883.24
internal_count=27534 12603 14931
is_linear=0
shrinkage=0.0149828


Tree=224
num_leaves=4
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split_feature=19 19 31
split_gain=40.5166 43.7894 14.8396
threshold=5.5000000000000009 1.0000000180025095e-35 0.47005000000000002
decision_type=8 10 8
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leaf_value=0.00081003101686847917 0.0019582763163152714 -0.0031186293258836447 0.010337255947108359
leaf_weight=1876.9172428846359 88.186294605955482 957.55156292580068 104.7645012922585
leaf_count=14926 767 11145 712
internal_value=-5.69106e-05 -0.000513359 0.00652003
internal_weight=3027.42 2834.47 192.951
internal_count=27550 26071 1479
is_linear=0
shrinkage=0.0149828


Tree=225
num_leaves=4
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split_feature=19 19 10
split_gain=33.3364 46.9689 11.8795
threshold=5.5000000000000009 1.0000000180025095e-35 88.205000000000013
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.0011660999751819166 0.012718307774667866 -0.0029142575335952656 0.0040413528596291663
leaf_weight=1876.7106666862965 44.720617145299911 950.5961610712111 157.82823412679136
leaf_count=14908 309 11055 1237
internal_value=0.000214353 -0.000202012 0.00603587
internal_weight=3029.86 2827.31 202.549
internal_count=27509 25963 1546
is_linear=0
shrinkage=0.0149828


Tree=226
num_leaves=4
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split_feature=25 3 33
split_gain=46.5019 39.3777 21.754
threshold=237.68000000000004 0.75035000000000007 1.0000000180025095e-35
decision_type=8 10 10
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leaf_value=0.0032657519635478044 -0.0037568699510332586 0.00089538797278264273 -0.0016325131686683288
leaf_weight=1187.5305063202977 759.83471158705652 868.74798580259085 237.5879766382277
leaf_count=8859 8638 8100 2050
internal_value=0.000456333 -0.00126624 0.00243331
internal_weight=3053.7 1628.58 1425.12
internal_count=27647 16738 10909
is_linear=0
shrinkage=0.0149828


Tree=227
num_leaves=4
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split_feature=0 20 28
split_gain=32.6179 24.0162 17.4619
threshold=7300.0000000000009 4788.1250000000009 32.760000000000012
decision_type=10 10 10
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leaf_value=9.8810234102735147e-05 -0.0092124514976149926 0.0036711964202310364 -0.0019488693641469546
leaf_weight=1922.0010372493416 86.966559348627925 540.4399376604706 468.665806543082
leaf_count=18195 1219 3859 4166
internal_value=0.000145766 0.000889257 -0.00311747
internal_weight=3018.07 2462.44 555.632
internal_count=27439 22054 5385
is_linear=0
shrinkage=0.0149828


Tree=228
num_leaves=4
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split_feature=20 6 39
split_gain=33.7003 20.1957 18.4588
threshold=6654.1350000000011 1.5000000000000002 1.0000000180025095e-35
decision_type=10 10 10
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leaf_value=0.00018083563289250757 0.004214907486010798 -0.0026786990137163996 -0.004065134183165028
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leaf_count=13994 3336 9484 712
internal_value=-1.77479e-05 -0.000783335 0.00324984
internal_weight=3025.3 2455.4 569.893
internal_count=27526 23478 4048
is_linear=0
shrinkage=0.0149828


Tree=229
num_leaves=4
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split_feature=0 20 35
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threshold=7300.0000000000009 4788.1250000000009 1.0000000180025095e-35
decision_type=10 10 10
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leaf_value=9.0605533603176148e-05 -0.0022493528586668738 0.0042633487008547936 -0.0087253389153208027
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leaf_count=18254 3907 3823 1533
internal_value=0.000178461 0.00101478 -0.00347617
internal_weight=3026.27 2466.77 559.502
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is_linear=0
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Tree=230
num_leaves=4
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split_feature=19 19 27
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decision_type=10 10 8
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leaf_value=-0.0018448061240737563 -0.0040009796735145983 0.0048677567534284984 0.0022939353193795202
leaf_weight=379.81548917293549 939.02043853886425 195.63349781185389 1502.6177708338946
leaf_count=3471 11017 1509 11421
internal_value=-1.39703e-05 -0.00244928 0.00144821
internal_weight=3017.09 1134.65 1882.43
internal_count=27418 12526 14892
is_linear=0
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Tree=231
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split_feature=14 21 0
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decision_type=8 10 10
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leaf_value=-0.0014704840209884544 0.0018476527948612421 -0.0015403993733710537 -0.0078790431606737335
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leaf_count=2046 12688 10901 1969
internal_value=0.000114938 0.000625927 -0.00444794
internal_weight=3036.63 2734.89 301.743
internal_count=27604 23589 4015
is_linear=0
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Tree=232
num_leaves=4
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decision_type=8 8 10
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leaf_value=8.3440521934112122e-07 -0.0013401784647605699 0.0030643627414140553 -0.007473207676374178
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internal_weight=3048.59 2518.99 529.601
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is_linear=0
shrinkage=0.0149828


Tree=233
num_leaves=4
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split_feature=3 25 37
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decision_type=8 10 10
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leaf_value=0.0013858854495102288 0.0033824743987443365 -0.0031661587595213959 -0.0024879486675690476
leaf_weight=845.37582456693053 1031.4183313325047 951.49843114055693 195.8367466609925
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internal_value=0.000377195 -0.00101613 0.00242641
internal_weight=3024.13 1796.87 1227.26
internal_count=27438 17184 10254
is_linear=0
shrinkage=0.0149828


Tree=234
num_leaves=4
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split_feature=25 20 16
split_gain=35.2629 29.2295 21.4373
threshold=1.0000000180025095e-35 10134.945000000002 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.00036817130483765738 -0.0016309808365425307 0.0051648281059654714 0.0043198006450949171
leaf_weight=657.03391978144646 1636.3328192066401 151.66922275722027 585.72820296138525
leaf_count=4696 17395 1201 4207
internal_value=0.000300422 -0.0010408 0.00223929
internal_weight=3030.76 1788 1242.76
internal_count=27499 18596 8903
is_linear=0
shrinkage=0.0149828


Tree=235
num_leaves=4
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split_feature=35 18 11
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threshold=1.0000000180025095e-35 0.9507500000000001 9.5000000000000018
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.00014294634165083354 -0.0061266738403603777 0.0062753812472245724 -0.0008574885959588413
leaf_weight=2310.6650401148945 265.44051668792963 193.73989322781563 250.99729206971824
leaf_count=19036 3979 1343 3084
internal_value=-9.04221e-05 0.000626514 -0.00358107
internal_weight=3020.84 2504.4 516.438
internal_count=27442 20379 7063
is_linear=0
shrinkage=0.0149828


Tree=236
num_leaves=4
num_cat=0
split_feature=37 11 28
split_gain=36.7083 27.0879 10.9909
threshold=1.0000000180025095e-35 3.5000000000000004 27.545000000000005
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0065668357845852171 -0.010019046243830548 0.00098642212117057773 -0.0031283485861826762
leaf_weight=107.11595894023776 63.111377594992518 2556.5368637274951 306.81433942355216
leaf_count=1299 1060 21899 3244
internal_value=5.41351e-05 0.000672267 -0.00434219
internal_weight=3033.58 2663.65 369.926
internal_count=27502 23198 4304
is_linear=0
shrinkage=0.0149828


Tree=237
num_leaves=4
num_cat=0
split_feature=37 19 27
split_gain=39.6654 28.2625 27.7588
threshold=1.0000000180025095e-35 7.5000000000000009 54.095000000000006
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00046923613346844543 -0.009088603587403328 0.0075570476498454022 -0.00081998546737251294
leaf_weight=2519.8412800002843 159.1736032422632 129.64233003184199 214.51234107650816
leaf_count=22240 2204 837 2133
internal_value=0.000177161 0.000825484 -0.00436504
internal_weight=3023.17 2649.48 373.686
internal_count=27414 23077 4337
is_linear=0
shrinkage=0.0149828


Tree=238
num_leaves=4
num_cat=0
split_feature=35 29 11
split_gain=41.0783 37.9455 25.9613
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0057446530191177401 -0.0062291332374599852 0.0003259054145186647 0.0004850312550451009
leaf_weight=331.77625720947981 318.59391512349248 2178.7264659088105 208.5904283374548
leaf_count=2189 4751 18178 2485
internal_value=0.000248251 0.00105014 -0.00353526
internal_weight=3037.69 2510.5 527.184
internal_count=27603 20367 7236
is_linear=0
shrinkage=0.0149828


Tree=239
num_leaves=4
num_cat=0
split_feature=15 8 25
split_gain=32.2144 35.9045 17.1628
threshold=3.5000000000000004 809.5200000000001 25.320000000000004
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0050279491142444866 0.0039408800897878203 6.8809585259535711e-05 0.0004669707095981961
leaf_weight=399.89961821213365 574.97159662470222 1321.234565936029 729.82576581276953
leaf_count=4523 4043 12029 6857
internal_value=0.00022996 -0.00110995 0.00200644
internal_weight=3025.93 1721.13 1304.8
internal_count=27452 16552 10900
is_linear=0
shrinkage=0.0149828


Tree=240
num_leaves=4
num_cat=0
split_feature=15 10 19
split_gain=35.5859 33.1681 26.3155
threshold=3.5000000000000004 1.0000000180025095e-35 10.500000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0015532606807691536 0.010773287929909562 0.0014168384756782465 0.0086663637036576216
leaf_weight=1657.5646364744753 88.13541492074728 1226.9535280838609 54.808172047138214
leaf_count=16217 744 10221 337
internal_value=0.000210294 0.00206486 -0.00120712
internal_weight=3027.46 1315.09 1712.37
internal_count=27519 10965 16554
is_linear=0
shrinkage=0.0149828


Tree=241
num_leaves=4
num_cat=0
split_feature=19 19 3
split_gain=29.9451 43.6246 16.4895
threshold=1.0000000180025095e-35 6.5000000000000009 0.44885000000000003
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0021248818028820177 -0.0029723502460471947 0.0052764592939679436 0.0018537175243515172
leaf_weight=266.00746548734605 987.61263017170131 164.44846041873097 1630.2611984983087
leaf_count=2289 11524 1148 12667
internal_value=0.000124488 -0.00177305 0.00128478
internal_weight=3048.33 1152.06 1896.27
internal_count=27628 12672 14956
is_linear=0
shrinkage=0.0149828


Tree=242
num_leaves=4
num_cat=0
split_feature=25 8 19
split_gain=32.5378 36.3667 18.8233
threshold=237.68000000000004 809.5200000000001 9.5000000000000018
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0014374571568692473 -0.0044866787073800842 0.00030393844761640826 0.0087580805233796761
leaf_weight=1340.6448238752782 520.41115753538907 1093.041760597378 80.538259383291006
leaf_count=10407 5764 10949 449
internal_value=0.000215701 -0.00123403 0.00187018
internal_weight=3034.64 1613.45 1421.18
internal_count=27569 16713 10856
is_linear=0
shrinkage=0.0149828


Tree=243
num_leaves=4
num_cat=0
split_feature=3 20 28
split_gain=28.1407 31.4337 19.1013
threshold=0.61555000000000015 639.43500000000006 81.975000000000009
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0045428401607019841 -0.0021574637299942899 0.0019520661082261536 -0.00016981948744593928
leaf_weight=436.00946697779 562.89717167057097 1568.8302906379104 467.79788404330611
leaf_count=5183 6366 12317 3716
internal_value=-7.57435e-05 0.00085853 -0.00229057
internal_weight=3035.53 2131.73 903.807
internal_count=27582 18683 8899
is_linear=0
shrinkage=0.0149828


Tree=244
num_leaves=4
num_cat=0
split_feature=3 23 20
split_gain=35.6777 30.0073 27.8519
threshold=0.61555000000000015 5.5000000000000009 1222.0250000000003
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0029512116266279622 -0.00077895890889855207 0.009458072829683941 0.0026722221352302226
leaf_weight=854.92358638346195 892.22906051576138 42.296035567298532 1248.8631115946919
leaf_count=8464 9240 406 9466
internal_value=0.000172893 -0.00232522 0.00122696
internal_weight=3038.31 897.22 2141.09
internal_count=27576 8870 18706
is_linear=0
shrinkage=0.0149828


Tree=245
num_leaves=4
num_cat=0
split_feature=23 8 23
split_gain=25.5846 25.8233 12.6303
threshold=1.5000000000000002 4632.0750000000016 5.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=9.9432983909730904e-05 -0.0039755725126691399 0.0039538406567947307 0.0016351793004538001
leaf_weight=2029.6679550893605 417.37415805645287 481.16166163794696 108.4639722071588
leaf_count=17617 5589 3317 1098
internal_value=0.000211927 0.000844831 -0.00277724
internal_weight=3036.67 2510.83 525.838
internal_count=27621 20934 6687
is_linear=0
shrinkage=0.0149828


Tree=246
num_leaves=3
num_cat=0
split_feature=19 19
split_gain=27.4535 40.8433
threshold=11.500000000000002 1.0000000180025095e-35
decision_type=8 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.001564757217718497 0.0089986795948286853 -0.002092867262764361
leaf_weight=1893.8254847433418 79.122845206409693 1068.1294318251312
leaf_count=14919 452 12153
internal_value=0.000478449 0.000240955
internal_weight=3041.08 2961.95
internal_count=27524 27072
is_linear=0
shrinkage=0.0149828


Tree=247
num_leaves=4
num_cat=0
split_feature=18 39 12
split_gain=29.7475 31.0388 22.4593
threshold=0.77045000000000008 120.54000000000001 72.745000000000019
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.010171411600267868 0.0019161789148420703 -0.0026729470866276063 -0.0015174842555214885
leaf_weight=70.273244116455317 1679.18237936683 406.26488651707768 875.10782109946012
leaf_count=956 12839 5807 7920
internal_value=1.00038e-05 0.00101277 -0.0021861
internal_weight=3030.83 2085.45 945.381
internal_count=27522 18646 8876
is_linear=0
shrinkage=0.0149828


Tree=248
num_leaves=4
num_cat=0
split_feature=0 4 18
split_gain=32.775 20.9298 15.8678
threshold=3505.0000000000005 12.818950000000003 0.9507500000000001
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0014813579525320996 -0.0036089175136376959 5.058528618160196e-05 0.006285936005255113
leaf_weight=1157.2231969144195 488.59964862093329 1195.7013411577791 177.4495964050293
leaf_count=9862 5221 10450 1876
internal_value=0.000379041 -0.00100408 0.00213337
internal_weight=3018.97 1684.3 1334.67
internal_count=27409 15671 11738
is_linear=0
shrinkage=0.0149828


Tree=249
num_leaves=4
num_cat=0
split_feature=25 9 14
split_gain=27.6767 38.1941 17.5885
threshold=237.68000000000004 237.50000000000003 143.65000000000001
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0024949658355449002 -0.0025391824325082259 0.0026342170772310678 -0.0017946677322214196
leaf_weight=1176.0385111495852 1182.7265708763152 433.70238812081516 254.5239883325994
leaf_count=9138 12462 4325 1745
internal_value=0.000197645 -0.00113952 0.00171713
internal_weight=3046.99 1616.43 1430.56
internal_count=27670 16787 10883
is_linear=0
shrinkage=0.0149828


Tree=250
num_leaves=4
num_cat=0
split_feature=20 10 28
split_gain=27.0933 26.4858 18.4343
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 27.545000000000005
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.010287049234246635 0.0099909868817989207 0.00030856571007646747 -0.0018073220985275818
leaf_weight=81.771446274593472 61.238700855523348 2695.9425063859671 196.72930868901312
leaf_count=1530 447 23057 2470
internal_value=8.11536e-05 0.000535039 -0.00433858
internal_weight=3035.68 2757.18 278.501
internal_count=27504 23504 4000
is_linear=0
shrinkage=0.0149828


Tree=251
num_leaves=4
num_cat=0
split_feature=18 35 5
split_gain=24.4573 31.7659 16.0109
threshold=0.78995000000000015 1.0000000180025095e-35 97.345000000000013
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00038606624337110166 0.0020838438777850709 -0.002592261534542313 -0.0043620333572688408
leaf_weight=698.95057025365531 1600.3642060067505 403.63164692930877 338.73374387994409
leaf_count=6033 12391 5559 3617
internal_value=0.000162554 0.00113229 -0.00169633
internal_weight=3041.68 2004 1037.68
internal_count=27600 17950 9650
is_linear=0
shrinkage=0.0149828


Tree=252
num_leaves=4
num_cat=0
split_feature=11 31 9
split_gain=29.2317 26.841 16.1355
threshold=9.5000000000000018 0.34275000000000005 237.50000000000003
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0039785435655796753 0.00068308018968303607 0.00043411166073977463 0.0038899431071941306
leaf_weight=527.99391365610063 1291.8796738740057 727.40301256626844 487.29051612876356
leaf_count=6617 10973 5982 3969
internal_value=0.00033202 -0.00141077 0.00156939
internal_weight=3034.57 1255.4 1779.17
internal_count=27541 12599 14942
is_linear=0
shrinkage=0.0149828


Tree=253
num_leaves=4
num_cat=0
split_feature=19 18 19
split_gain=41.8348 46.2658 44.6169
threshold=7.5000000000000009 0.84795000000000009 1.0000000180025095e-35
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0013901241959676624 0.0013925806556105962 0.01872959161537328 -0.0025065254753365283
leaf_weight=1902.3722117189318 81.674395401030779 54.715690646320581 1005.0027491040528
leaf_count=14943 555 323 11709
internal_value=0.000423296 0.00842706 3.8201e-05
internal_weight=3043.77 136.39 2907.37
internal_count=27530 878 26652
is_linear=0
shrinkage=0.0149828


Tree=254
num_leaves=4
num_cat=0
split_feature=0 25 20
split_gain=33.553 20.4509 18.5418
threshold=7300.0000000000009 237.68000000000004 1222.0250000000003
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0023874930689990101 -0.0081918275415885627 -0.00032842090468808416 -0.0015955649223478355
leaf_weight=1194.9799318369478 123.25027342885733 1276.5462321341038 421.57356610894203
leaf_count=9058 1677 12999 3684
internal_value=0.000233869 0.000979294 -0.00311503
internal_weight=3016.35 2471.53 544.824
internal_count=27418 22057 5361
is_linear=0
shrinkage=0.0149828


Tree=255
num_leaves=4
num_cat=0
split_feature=8 25 32
split_gain=34.14 29.9213 19.7573
threshold=4632.0750000000016 800.04500000000019 0.45105000000000006
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00090720088838512549 0.0045459767884842529 -0.0024664499112234065 -0.0034204478481792036
leaf_weight=1440.6084373295307 527.48663618043065 991.52247637882829 74.516081986948848
leaf_count=12131 4152 10720 554
internal_value=0.000322709 -0.000462962 0.00350993
internal_weight=3034.13 2432.13 602.003
internal_count=27557 22851 4706
is_linear=0
shrinkage=0.0149828


Tree=256
num_leaves=4
num_cat=0
split_feature=37 3 36
split_gain=28.5888 28.993 24.7067
threshold=1.0000000180025095e-35 0.76615000000000011 6500.0900000000011
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00077955109638248442 -0.005400283087741202 0.0023840875921533095 0.0059680952524381204
leaf_weight=1528.895753249526 319.93475573509932 1121.5400728173554 45.645448202267289
leaf_count=14289 3837 8824 471
internal_value=8.68899e-06 0.000554469 -0.00389527
internal_weight=3016.02 2650.44 365.58
internal_count=27421 23113 4308
is_linear=0
shrinkage=0.0149828


Tree=257
num_leaves=4
num_cat=0
split_feature=21 0 26
split_gain=27.1135 31.8331 22.2931
threshold=1.0000000180025095e-35 3650.0000000000005 850.50000000000011
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00051798838128887291 0.00088997127594162408 -0.0042086546220219383 0.0044149256054383454
leaf_weight=1521.0510056447238 558.45337612368166 529.95036548376083 419.91479111649096
leaf_count=12197 6188 6441 2620
internal_value=0.000305557 -0.00157876 0.00136953
internal_weight=3029.37 1088.4 1940.97
internal_count=27446 12629 14817
is_linear=0
shrinkage=0.0149828


Tree=258
num_leaves=3
num_cat=0
split_feature=14 9
split_gain=25.9956 26.0411
threshold=7.3850000000000007 237.50000000000003
decision_type=10 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0086643503049316246 -0.00068614996854305451 0.0025019931120611023
leaf_weight=73.507499016821384 2192.0194772034883 774.88659020699561
leaf_count=1108 19907 6500
internal_value=-7.108e-05 0.000143166
internal_weight=3040.41 2966.91
internal_count=27515 26407
is_linear=0
shrinkage=0.0149828


Tree=259
num_leaves=4
num_cat=0
split_feature=19 19 18
split_gain=31.7152 62.2855 30.1395
threshold=5.5000000000000009 1.0000000180025095e-35 0.89605000000000012
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0011384963362878384 0.0027609401616767617 -0.0035892393068263891 0.016721252070888041
leaf_weight=1889.5135540254414 166.05347449146211 929.63374363258481 40.465580863878131
leaf_count=14874 1236 11021 304
internal_value=0 -0.000416926 0.00561641
internal_weight=3025.67 2819.15 206.519
internal_count=27435 25895 1540
is_linear=0
shrinkage=0.0149828


Tree=260
num_leaves=4
num_cat=0
split_feature=0 20 20
split_gain=31.6614 26.5155 23.784
threshold=4050.0000000000005 1538.0600000000002 10134.945000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00068359123823204368 -0.0047871543486196905 -0.00025435093192946174 0.0062468755937300545
leaf_weight=1557.465644672513 435.04965384863317 869.80940695106983 191.58651122450829
leaf_count=14178 5078 7204 1225
internal_value=-7.88512e-06 -0.00177577 0.00130428
internal_weight=3053.91 1304.86 1749.05
internal_count=27685 12282 15403
is_linear=0
shrinkage=0.0149828


Tree=261
num_leaves=4
num_cat=0
split_feature=19 19 20
split_gain=28.2731 41.8351 20.4112
threshold=5.5000000000000009 1.0000000180025095e-35 3586.3950000000004
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.001012588837068458 0.0027234280418863394 -0.0028467847155254121 0.013555846948152478
leaf_weight=1889.8474731259048 153.02151630632579 940.67257369309664 49.841887980699539
leaf_count=14863 1210 11111 302
internal_value=0.000116792 -0.000266222 0.00547474
internal_weight=3033.38 2830.52 202.863
internal_count=27486 25974 1512
is_linear=0
shrinkage=0.0149828


Tree=262
num_leaves=4
num_cat=0
split_feature=15 20 3
split_gain=32.5647 23.2231 19.0825
threshold=3.5000000000000004 1.0000000180025095e-35 0.61555000000000015
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0063470644241592523 -0.00047225087888650596 -0.00092708829360986435 0.0031596023284396917
leaf_weight=199.64298958331347 565.44264898821712 1496.5446710437536 736.12919979169965
leaf_count=3072 5047 13330 5817
internal_value=-0.000205849 -0.00157607 0.00156947
internal_weight=2997.76 1696.19 1301.57
internal_count=27266 16402 10864
is_linear=0
shrinkage=0.0149828


Tree=263
num_leaves=4
num_cat=0
split_feature=27 21 25
split_gain=26.4326 17.6374 16.7624
threshold=28.205000000000002 1.0000000180025095e-35 1095.2300000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0006081953129576347 0.0016278207364341605 -0.0011386977478261048 -0.0052903839372743745
leaf_weight=412.13076200708747 1551.2984994873405 766.22412085719407 298.34586438909173
leaf_count=3158 11372 8922 4055
internal_value=-6.38709e-05 0.000706405 -0.00258944
internal_weight=3028 2317.52 710.477
internal_count=27507 20294 7213
is_linear=0
shrinkage=0.0149828


Tree=264
num_leaves=4
num_cat=0
split_feature=37 27 3
split_gain=29.7873 34.368 29.5554
threshold=1.0000000180025095e-35 58.07500000000001 0.71715000000000007
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00098815775271644747 -0.008896876028688867 0.00021612203475899347 0.002170859631640517
leaf_weight=1257.1108794733882 165.54757226072252 198.77645515650511 1395.1120601333678
leaf_count=11959 2378 1942 11145
internal_value=0.000112652 -0.00387942 0.000668363
internal_weight=3016.55 364.324 2652.22
internal_count=27424 4320 23104
is_linear=0
shrinkage=0.0149828


Tree=265
num_leaves=4
num_cat=0
split_feature=0 14 6
split_gain=34.4175 21.9898 18.748
threshold=6650.0000000000009 7.3850000000000007 3.5000000000000004
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0085635025240892379 -0.0018678957493476495 0.00097112956416093926 -0.008279815007452616
leaf_weight=51.689923195168376 559.61648385971785 2303.3577189221978 124.65644208155572
leaf_count=788 5069 20204 1584
internal_value=-0.000106375 0.000748187 -0.00305997
internal_weight=3039.32 2355.05 684.273
internal_count=27645 20992 6653
is_linear=0
shrinkage=0.0149828


Tree=266
num_leaves=4
num_cat=0
split_feature=25 3 16
split_gain=31.3551 42.9455 21.0576
threshold=237.68000000000004 0.75035000000000007 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00011945676427637263 -0.0039889730649557264 0.00089406589270450373 0.0038210662100254564
leaf_weight=836.73290111124516 755.81991153396666 855.3451685346663 589.76679473370314
leaf_count=6632 8792 8009 4188
internal_value=3.8528e-05 -0.00138792 0.00165828
internal_weight=3037.66 1611.17 1426.5
internal_count=27621 16801 10820
is_linear=0
shrinkage=0.0149828


Tree=267
num_leaves=4
num_cat=0
split_feature=8 32 23
split_gain=26.3793 34.4759 20.4063
threshold=3121.2400000000002 0.39555000000000007 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00040660123332633929 0.003938255209860326 -0.0041557133199539211 -0.0027197776038718011
leaf_weight=1538.2592136673629 699.5172978695482 136.48354914598167 667.00768903642893
leaf_count=12082 5626 1029 8799
internal_value=0.000320027 0.00258396 -0.000533762
internal_weight=3041.27 836.001 2205.27
internal_count=27536 6655 20881
is_linear=0
shrinkage=0.0149828


Tree=268
num_leaves=4
num_cat=0
split_feature=3 32 25
split_gain=20.8474 32.9108 26.3059
threshold=0.69895000000000007 0.45105000000000006 1.0000000180025095e-35
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0005631518889467797 0.0016736408487318334 -0.0045382890230869647 -0.0037012300864942495
leaf_weight=626.06407590955496 1534.2638116087765 214.09551724791527 658.02486610412598
leaf_count=4731 13196 1797 7818
internal_value=-0.000159599 0.000899328 -0.00161064
internal_weight=3032.45 1748.36 1284.09
internal_count=27542 14993 12549
is_linear=0
shrinkage=0.0149828


Tree=269
num_leaves=4
num_cat=0
split_feature=27 19 38
split_gain=35.6406 21.9822 21.5174
threshold=28.205000000000002 12.500000000000002 1.1060000000000003
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0017737653576375412 0.0009442186374340871 0.013195262358196531 -0.010047746571965511
leaf_weight=640.30605071038008 2300.0493901837617 29.810533180832863 77.260488292202353
leaf_count=5599 20268 155 1666
internal_value=0.000213887 0.00111635 -0.00269319
internal_weight=3047.43 2329.86 717.567
internal_count=27688 20423 7265
is_linear=0
shrinkage=0.0149828


Tree=270
num_leaves=4
num_cat=0
split_feature=25 3 28
split_gain=43.3441 38.032 15.9524
threshold=237.68000000000004 0.71715000000000007 271.38000000000005
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0025489560984289826 -0.0044019834236158134 0.00029747855122156357 -0.0026408160370919235
leaf_weight=1296.4020514078438 634.93831088207662 966.18001005239785 141.50433809682727
leaf_count=9936 7530 9165 933
internal_value=0.000131446 -0.00155787 0.00202105
internal_weight=3039.02 1601.12 1437.91
internal_count=27564 16695 10869
is_linear=0
shrinkage=0.0149828


Tree=271
num_leaves=4
num_cat=0
split_feature=0 39 28
split_gain=32.0871 19.9993 18.2739
threshold=7300.0000000000009 19240.335000000003 65.27500000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010185126706589505 -0.006067697189240359 0.013381894201316585 -0.00050569598308357897
leaf_weight=2460.4653013162315 227.15094536729157 26.19545061327517 322.50974928960204
leaf_count=21806 2825 302 2608
internal_value=0.000436068 0.0011634 -0.00282241
internal_weight=3036.32 2486.66 549.661
internal_count=27541 22108 5433
is_linear=0
shrinkage=0.0149828


Tree=272
num_leaves=4
num_cat=0
split_feature=8 33 14
split_gain=27.8204 24.5939 8.97686
threshold=15282.560000000001 1.0000000180025095e-35 53.455000000000005
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00020076941108844061 0.01266385895815666 -0.0034222216906017082 0.0040271065802846258
leaf_weight=2387.3202775549144 35.967756934463978 505.58488532528281 100.29282400384545
leaf_count=21161 282 5430 625
internal_value=-0.000113582 -0.000429484 0.00641
internal_weight=3029.17 2892.91 136.261
internal_count=27498 26591 907
is_linear=0
shrinkage=0.0149828


Tree=273
num_leaves=4
num_cat=0
split_feature=0 13 19
split_gain=33.3593 23.5029 20.5295
threshold=7300.0000000000009 563.56000000000006 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.001883392415550574 -0.0094843325496034685 -0.0017171026239753151 -0.0008957917973129128
leaf_weight=1520.0733669064939 107.84985825419426 439.577023928985 969.96122562512755
leaf_count=11636 1377 4034 10461
internal_value=5.48874e-05 -0.0032782 0.000794819
internal_weight=3037.46 547.427 2490.03
internal_count=27508 5411 22097
is_linear=0
shrinkage=0.0149828


Tree=274
num_leaves=4
num_cat=0
split_feature=23 35 18
split_gain=34.8592 22.6521 20.9506
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.67815000000000014
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.001862399353470414 -0.00083796186936954014 -0.0065629554215963252 0.0021509254344250282
leaf_weight=345.17080198600888 803.64639967121184 191.82476657815278 1686.8808712270111
leaf_count=2783 8899 3780 11950
internal_value=0.000331303 -0.00195606 0.00145918
internal_weight=3027.52 995.471 2032.05
internal_count=27412 12679 14733
is_linear=0
shrinkage=0.0149828


Tree=275
num_leaves=4
num_cat=0
split_feature=19 19 18
split_gain=26.9474 40.8074 33.6374
threshold=7.5000000000000009 1.0000000180025095e-35 0.86445000000000005
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0013358759645784569 0.0017370578638817133 -0.0023886684063842739 0.017090781465770321
leaf_weight=1903.0959613099694 94.923461362719536 1006.4680630359799 43.826834499835968
leaf_count=14941 634 11797 251
internal_value=0.000354763 4.2539e-05 0.00672315
internal_weight=3048.31 2909.56 138.75
internal_count=27623 26738 885
is_linear=0
shrinkage=0.0149828


Tree=276
num_leaves=4
num_cat=0
split_feature=23 29 20
split_gain=33.4797 19.5635 13.6866
threshold=1.0000000180025095e-35 0.22105000000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.001871473229360847 -0.007547038439341798 -0.0021626853050776716 -0.0015226419543879406
leaf_weight=1730.4638868328184 92.522250754758716 312.42969906330109 904.7821095213294
leaf_count=12670 1863 2169 10856
internal_value=0.000142807 0.00124435 -0.00209865
internal_weight=3040.2 2042.89 997.304
internal_count=27558 14839 12719
is_linear=0
shrinkage=0.0149828


Tree=277
num_leaves=4
num_cat=0
split_feature=25 30 19
split_gain=34.9347 23.62 13.4452
threshold=237.68000000000004 2.5000000000000004 12.500000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0015712578523437344 -0.0050536398634499864 -0.00043599993553819255 0.0087126169942456991
leaf_weight=1379.2980525325984 307.32434927113354 1287.2486803960055 58.56492505967617
leaf_count=10556 4308 12343 303
internal_value=0.000184968 -0.00133576 0.00188
internal_weight=3032.44 1594.57 1437.86
internal_count=27510 16651 10859
is_linear=0
shrinkage=0.0149828


Tree=278
num_leaves=4
num_cat=0
split_feature=0 19 8
split_gain=26.4206 21.8069 19.3896
threshold=3650.0000000000005 1.0000000180025095e-35 15282.560000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0012569981331557655 0.00017475403110014752 -0.0034785719736281028 0.0086537603126285254
leaf_weight=1361.0553906653076 1030.99787241593 559.72787007316947 81.627763487398624
leaf_count=12102 8377 6495 512
internal_value=0.000222394 -0.00110293 0.00169229
internal_weight=3033.41 1590.73 1442.68
internal_count=27486 14872 12614
is_linear=0
shrinkage=0.0149828


Tree=279
num_leaves=4
num_cat=0
split_feature=23 18 20
split_gain=27.7073 24.3656 15.8084
threshold=1.0000000180025095e-35 0.77045000000000008 10134.945000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0014481665318805928 -0.002659736314544402 0.0021263993379973698 0.003399243315586603
leaf_weight=604.26932928711176 889.97239595465362 1414.8387233521789 104.03014188818634
leaf_count=4563 11667 10076 1034
internal_value=3.66235e-05 0.00104799 -0.00200293
internal_weight=3013.11 2019.11 994.003
internal_count=27340 14639 12701
is_linear=0
shrinkage=0.0149828


Tree=280
num_leaves=4
num_cat=0
split_feature=15 0 3
split_gain=26.9403 24.209 17.7265
threshold=3.5000000000000004 7300.0000000000009 0.81025000000000014
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00040651154758169529 0.0008488995827435501 -0.0053477476357581709 0.0053613678617322495
leaf_weight=1462.9671484027058 1067.9039722885936 260.68875843472779 238.30788919329643
leaf_count=13710 9133 2887 1764
internal_value=6.02601e-05 -0.00116401 0.0016849
internal_weight=3029.87 1723.66 1306.21
internal_count=27494 16597 10897
is_linear=0
shrinkage=0.0149828


Tree=281
num_leaves=4
num_cat=0
split_feature=3 20 28
split_gain=31.0096 42.042 15.6115
threshold=0.61555000000000015 726.03500000000008 81.975000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0042412389947894752 -0.0020641484898911095 0.0025205037756342525 -0.00024156134849131605
leaf_weight=420.66873874142766 629.49311634711921 1523.1649314202368 465.20580128952861
leaf_count=5148 7058 11751 3674
internal_value=0.000197532 0.00117157 -0.00215203
internal_weight=3038.53 2152.66 885.875
internal_count=27631 18809 8822
is_linear=0
shrinkage=0.0149828


Tree=282
num_leaves=4
num_cat=0
split_feature=21 19 26
split_gain=28.0982 31.6777 26.4667
threshold=1.0000000180025095e-35 6.5000000000000009 1802.5000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00031247750291537105 -0.0028527906920920382 0.0050959878358057447 0.0049482867664528236
leaf_weight=1630.3223123122007 947.0733075235039 123.83356637135148 330.39104372635484
leaf_count=12971 11719 885 1919
internal_value=3.38023e-05 -0.00191028 0.00110299
internal_weight=3031.62 1070.91 1960.71
internal_count=27494 12604 14890
is_linear=0
shrinkage=0.0149828


Tree=283
num_leaves=4
num_cat=0
split_feature=3 15 18
split_gain=26.208 26.6147 25.2228
threshold=0.75035000000000007 3.5000000000000004 0.71805000000000008
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0036307705822842874 -0.0018619806641291469 0.00028754124668765749 0.0025939079485981778
leaf_weight=674.13160373456776 381.57191687263548 898.47588563337922 1066.2769516762346
leaf_count=7452 3539 7879 8549
internal_value=-4.19372e-05 -0.00138361 0.00140643
internal_weight=3020.46 1572.61 1447.85
internal_count=27419 15331 12088
is_linear=0
shrinkage=0.0149828


Tree=284
num_leaves=4
num_cat=0
split_feature=0 5 39
split_gain=23.7624 22.0032 20.3515
threshold=7300.0000000000009 97.345000000000013 19240.335000000003
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.000548384975007842 -0.0004252844625932693 -0.0066757032471111161 0.012733213361972553
leaf_weight=2466.1087686065584 343.52484007552266 200.22237820550799 27.564761109650135
leaf_count=21868 3061 2336 313
internal_value=7.49513e-05 -0.0027488 0.000697506
internal_weight=3037.42 543.747 2493.67
internal_count=27578 5397 22181
is_linear=0
shrinkage=0.0149828


Tree=285
num_leaves=4
num_cat=0
split_feature=35 1 15
split_gain=29.8642 18.2509 11.4624
threshold=1.0000000180025095e-35 180500.00000000003 3.5000000000000004
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0018156773584827033 -0.004893291027782928 -0.00074855160343829203 -0.00016101832285178483
leaf_weight=1387.209979660809 339.71898848190904 1116.129661494866 179.41383502818644
leaf_count=11308 5147 8948 2082
internal_value=-6.91915e-06 0.000666735 -0.00327002
internal_weight=3022.47 2503.34 519.133
internal_count=27485 20256 7229
is_linear=0
shrinkage=0.0149828


Tree=286
num_leaves=4
num_cat=0
split_feature=28 3 1
split_gain=29.9369 24.8449 17.8535
threshold=27.545000000000005 0.61555000000000015 84500.000000000015
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0081218724889244344 -0.0012758389031182064 0.001875248060887131 -0.0044942111355688596
leaf_weight=23.758430033922195 795.70645348541439 1858.2608416415751 347.71158060990274
leaf_count=217 7565 15187 4467
internal_value=0.000363318 0.000924496 -0.00359402
internal_weight=3025.44 2653.97 371.47
internal_count=27436 22752 4684
is_linear=0
shrinkage=0.0149828


Tree=287
num_leaves=4
num_cat=0
split_feature=37 11 36
split_gain=28.0631 24.094 21.7917
threshold=1.0000000180025095e-35 5.5000000000000009 4819.3150000000014
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0032615152702719211 -0.0052881701421988196 0.0012032856838391193 0.0044335256093444124
leaf_weight=301.67882714234293 312.21859058365226 2356.9453753773123 57.720184927806258
leaf_count=3367 3771 19760 616
internal_value=0.000147144 0.000688977 -0.00369495
internal_weight=3028.56 2658.62 369.939
internal_count=27514 23127 4387
is_linear=0
shrinkage=0.0149828


Tree=288
num_leaves=4
num_cat=0
split_feature=37 36 0
split_gain=20.0997 25.6039 19.485
threshold=1.0000000180025095e-35 6500.0900000000011 1847.5000000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0040592184562372709 -0.0047541016371885642 0.0068346748236442446 5.0492470974436727e-05
leaf_weight=304.82374092936516 319.00300489552319 45.712564744055271 2363.6946594417095
leaf_count=2438 3851 458 20744
internal_value=6.04722e-05 -0.0032174 0.000515323
internal_weight=3033.23 364.716 2668.52
internal_count=27491 4309 23182
is_linear=0
shrinkage=0.0149828


Tree=289
num_leaves=4
num_cat=0
split_feature=0 14 18
split_gain=34.199 31.1918 13.5503
threshold=1847.5000000000002 34.935000000000009 0.86015000000000008
decision_type=10 8 8
left_child=2 -2 -1
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leaf_value=0.0023549803207936564 -0.0045659478967409487 0.00029565448812026552 0.0086160745144595145
leaf_weight=209.62832628563046 334.83443136140704 2352.3099803049117 126.13963542692363
leaf_count=1706 4520 20087 1049
internal_value=0.000250994 -0.000307764 0.00473717
internal_weight=3022.91 2687.14 335.768
internal_count=27362 24607 2755
is_linear=0
shrinkage=0.0149828


Tree=290
num_leaves=4
num_cat=0
split_feature=18 19 10
split_gain=29.0285 30.7232 15.8711
threshold=0.80745000000000011 5.5000000000000009 98.555000000000021
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.001227006524901889 0.00065156411350793426 0.0085082662117302692 -0.0068638956737534082
leaf_weight=1119.3274640887976 1674.6630983501673 116.631217578426 122.79360673762858
leaf_count=9980 15453 814 1402
internal_value=-3.81726e-05 0.00117685 -0.00179975
internal_weight=3033.42 1791.29 1242.12
internal_count=27649 16267 11382
is_linear=0
shrinkage=0.0149828


Tree=291
num_leaves=4
num_cat=0
split_feature=0 24 13
split_gain=28.0726 19.5106 13.0999
threshold=6650.0000000000009 -1.5851499999999998 101.28500000000001
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0057898138024755925 -0.0087945408273342011 0.00079932188657882313 -0.002189151900060787
leaf_weight=101.56230828724802 74.674137348309159 2254.2350650597364 605.20471392013133
leaf_count=899 993 19974 5671
internal_value=-0.00026472 0.000504241 -0.00294221
internal_weight=3035.68 2355.8 679.879
internal_count=27537 20873 6664
is_linear=0
shrinkage=0.0149828


Tree=292
num_leaves=4
num_cat=0
split_feature=20 25 9
split_gain=24.3238 31.2475 22.3959
threshold=4788.1250000000009 2903.0250000000005 353.50000000000006
decision_type=10 10 8
left_child=1 -1 -2
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leaf_value=0.00014195573360187782 0.00057533915975801824 -0.0041681127737320479 0.0060297431144696106
leaf_weight=1775.6895074211061 540.39239239320159 474.2417215667665 244.78054667823017
leaf_count=16027 3982 5769 1713
internal_value=2.50752e-05 -0.00076249 0.00229431
internal_weight=3035.1 2249.93 785.173
internal_count=27491 21796 5695
is_linear=0
shrinkage=0.0149828


Tree=293
num_leaves=4
num_cat=0
split_feature=20 29 25
split_gain=25.6913 21.2578 13.022
threshold=1.0000000180025095e-35 0.32665000000000005 3336.5450000000005
decision_type=10 8 8
left_child=2 -2 -1
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leaf_value=-0.0021607700094052858 0.00099127214212073626 -0.003925316685558719 -0.009640085610983281
leaf_weight=199.26912572421134 2572.8466966599226 209.1908041164279 71.895919689908624
leaf_count=2675 22022 1630 1350
internal_value=0.0001807 0.000613696 -0.00418624
internal_weight=3053.2 2782.04 271.165
internal_count=27677 23652 4025
is_linear=0
shrinkage=0.0149828


Tree=294
num_leaves=4
num_cat=0
split_feature=3 32 35
split_gain=28.3206 28.7158 12.859
threshold=0.71715000000000007 0.45105000000000006 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00074341548159711417 0.002205305608691917 -0.0038084804236467296 -0.0045872572637128363
leaf_weight=1129.2244537305087 1478.1309665422887 197.40535631403327 236.36832634359598
leaf_count=9969 12451 1652 3463
internal_value=0.000174854 0.00148245 -0.00141984
internal_weight=3041.13 1675.54 1365.59
internal_count=27535 14103 13432
is_linear=0
shrinkage=0.0149828


Tree=295
num_leaves=4
num_cat=0
split_feature=20 0 37
split_gain=27.0834 20.2214 10.9244
threshold=8049.2300000000005 7300.0000000000009 1.0000000180025095e-35
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00020729380527593268 0.0044655700810896769 -0.0033768262603602801 -0.0018312184557622521
leaf_weight=2123.0230349339545 402.56124218739569 419.23399144038558 65.183191888034344
leaf_count=19700 2618 4492 553
internal_value=0.00022464 -0.00038021 0.00352771
internal_weight=3010 2542.26 467.744
internal_count=27363 24192 3171
is_linear=0
shrinkage=0.0149828


Tree=296
num_leaves=4
num_cat=0
split_feature=0 19 8
split_gain=24.8439 26.2524 20.5766
threshold=3650.0000000000005 1.0000000180025095e-35 15282.560000000001
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0012242730538503206 0.0003640692818115394 -0.0036618301388557217 0.00885161761470021
leaf_weight=1379.4976005721837 1027.2499522063881 554.40577897056937 81.301282297819853
leaf_count=12235 8386 6476 498
internal_value=0.000255358 -0.00103941 0.00166573
internal_weight=3042.45 1581.66 1460.8
internal_count=27595 14862 12733
is_linear=0
shrinkage=0.0149828


Tree=297
num_leaves=4
num_cat=0
split_feature=35 3 30
split_gain=24.4752 20.34 15.3369
threshold=1.0000000180025095e-35 0.78075000000000017 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00082173690309725962 -0.010437356323359594 0.0019130847534850732 -0.0023205562814652418
leaf_weight=1476.5227366238832 58.099497549235821 1031.8674192465842 460.47107349149883
leaf_count=12771 1125 7507 6119
internal_value=-0.000309381 0.00029828 -0.00326409
internal_weight=3026.96 2508.39 518.571
internal_count=27522 20278 7244
is_linear=0
shrinkage=0.0149828


Tree=298
num_leaves=4
num_cat=0
split_feature=19 19 4
split_gain=25.8994 34.445 16.3887
threshold=7.5000000000000009 1.0000000180025095e-35 6.2587500000000009
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00094060863019170546 -0.0015476854234285277 -0.0024923930989965391 0.0092628062663750767
leaf_weight=1898.7454384099692 36.575472839176655 996.7200568523258 105.320282548666
leaf_count=14930 250 11782 648
internal_value=6.48676e-05 -0.00023734 0.00623931
internal_weight=3037.36 2895.47 141.896
internal_count=27610 26712 898
is_linear=0
shrinkage=0.0149828


Tree=299
num_leaves=4
num_cat=0
split_feature=25 20 14
split_gain=24.6287 23.9341 17.3243
threshold=237.68000000000004 13337.885000000002 90.00500000000001
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0028712885997675803 -0.0019829266173031455 0.0056334808534629337 -0.000388051469947487
leaf_weight=704.85892334021628 1486.6069491580129 94.831188958138227 740.49815440550447
leaf_count=5702 15852 722 5222
internal_value=-0.000215591 -0.00150971 0.00119147
internal_weight=3026.8 1581.44 1445.36
internal_count=27498 16574 10924
is_linear=0
shrinkage=0.0149828


end of trees

feature_importances:
t_ps_od_days_max=102
available_limit_amt=81
f_ps_od_days_max=69
cre_l90_used_limit_amt_min=60
shd_pre_repay_amt_rate=52
ps_int_amt_sum=52
s_ps_od_days_max=47
apprv_num_m1=43
min_apply_amt=37
cre_now_l60_used_amt_d_min=37
loan_os_prcp_credit_amount_m6=35
cre_l60_used_limit_rate_min=31
cre_now_l30_used_amt_d_max=28
loan_os_prcp_credit_amount_m3=23
end_loan_to_rep_loan_freq=20
loan_os_prcp_credit_amount_m12=18
min_tnr=17
shd_pre_repay_cnt=16
cre_now_l60_used_amt_m_min=16
cre_l30_l90_used_amt_m_min=15
cre_now_p1m_used_rate_m=14
setl_rem_prcp_paym_m3_num=14
avg_tnr=13
grade_limit_amount=10
useratemore70monthsubcurmonth=8
repay_amount_m6_all_shd_amt_pc=6
suc_apprv_num_m6=6
repay_amount_all_shd_amt_pc=5
cre_now_l60_usedrate_m_max=5
ps_int_amt_avg=4
useratemore50maxcontimonsm12=4
cre_now_l60_used_amt_m_max=2
last_clear_num_m1=2
orig_prcp_avg_m12=1
loan_os_prcp_gt0_m12_num_pc=1
cre_now_l30_limit_left_d_min=1
cre_now_l90_limit_left_d_min=1
cre_now_l60_limit_left_d_max=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 300]
[learning_rate: 0.0149828]
[num_leaves: 6]
[num_threads: 4]
[seed: 1010]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 2]
[min_data_in_leaf: 230]
[min_sum_hessian_in_leaf: 0.00685878]
[bagging_fraction: 0.722467]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17402]
[bagging_by_query: 0]
[feature_fraction: 0.41645]
[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: 0.848554]
[lambda_l2: 0.331013]
[linear_lambda: 0]
[min_gain_to_split: 7.62582]
[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: 14.9336]
[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: 1.58332]
[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:[]
