tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=12
objective=binary sigmoid:1
feature_names=due_day_my f_ps_od_days_max t_ps_od_days_max s_ps_od_days_max available_limit_amt apprv_num_m3 loan_os_prcp_credit_amount_m3 suc_apprv_num_m1 cre_l60_used_limit_rate_min cre_now_l60_used_amt_m_min apprv_amt_day loan_os_prcp_credit_amount_m6 cre_l90_used_limit_amt_min
feature_infos=[1:179] [0:107] [0:196] [0:99] [0:195506.28] [0:399] [-9998:4935.3500000000004] [0:63] [0:26.666699999999999] [0:133000] [0:316000] [-9998:4571.6099999999997] [0:148000]
tree_sizes=3164 3369 3475 364 365 365 362 365 365 365 365 3279 365 365 365 365 367 367 2860 367 3076 366 366 3254 2964 367 363 367 367 367 2737 3045 367 365 366 366 367 367 366 367 366 2771 368 3416 368 367 367 367 368 367 368 367 2902 2573 2882 366 367 366 367 363 367 366 368 368 368 368 368 366 368 367 368 367 2237 368 368 366 368 368 368 367 368 367 1797 1758 364 1797 367 368 367 366 1333 368 368 368 1464 366 368 366 367 368 368 368 1239 369 1244 368 1146 366 368 369 1035 369 367 368 369 369 368 367 369 368 702 369 369 369 367 667 369 602 369 368 602 369 555 607 369 368 369 368 369 465 369 369 367 368 368 468 368 368 368 379 366 380 357 368 380 366 358 358 369 369 357 357 354 357 358 366

Tree=0
num_leaves=29
num_cat=0
split_feature=1 7 12 4 12 2 4 4 11 10 10 12 12 3 4 10 12 1 3 1 11 6 12 6 11 12 3 2
split_gain=376.055 197.478 132.207 88.5153 64.2992 55.44 47.5567 36.5153 30.0739 25.0091 19.115 18.7541 17.5332 14.8487 14.4799 14.3059 11.0737 9.77152 8.32607 8.14103 6.91839 6.70262 4.57871 3.50748 1.1856 1.05809 0.527425 0.407441
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1148.3600000000004 1.0000000180025095e-35 7552.1800000000012 11.500000000000002 19.500000000000004 1479.7700000000002 192.17000000000004 699.50000000000011 778.00000000000011 2109.5750000000003 8332.8250000000025 1.0000000180025095e-35 2622.7950000000005 5912.0000000000009 3220.0800000000004 5.5000000000000009 1.5000000000000002 12.500000000000002 80.965000000000018 33.335000000000008 13718.975000000002 81.885000000000005 31.105000000000004 12000.210000000001 1.0000000180025095e-35 3.5000000000000004
decision_type=10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10
left_child=1 2 7 5 6 9 -4 13 -6 19 12 17 20 -1 15 23 -17 -7 -14 -2 -5 -9 24 -3 -16 26 -12 -11
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leaf_value=-2.3832136413460612 -2.4071598334314741 -2.4365186689248985 -2.3506351813025583 -2.4386720200611189 -2.320898281160269 -2.3231049913436004 -2.3842523581167296 -2.4303331624881284 -2.3745523966366417 -2.4501953596127679 -2.4443946206320266 -2.2558241931304552 -2.3879066679841738 -2.4102012311843768 -2.4560031528522357 -2.4118619904095118 -2.3553913569920044 -2.4070000279823338 -2.4288677201909805 -2.3583067939946747 -2.4245287393561701 -2.4060757011986307 -2.4028917699208763 -2.4170287263178736 -2.4379376017125916 -2.4316491538737504 -2.4574417742661234 -2.4254668550375311
leaf_weight=204.5108924433589 258.69299901276827 68.67619950324297 162.62220501154661 431.02852284908295 108.36421313881874 5.9190536588430414 303.92063979059458 84.308571986854076 36.880257412791252 34.451927706599236 30.961203753948212 5.8431683555245391 29.367612384259701 67.006722830235958 47.352429270744324 28.077562227845192 11.382795497775076 6.6779066920280465 19.957834772765636 7.8161862418055525 116.5598258972168 43.406393498182297 5.0843153223395339 38.473848782479763 23.979755848646164 9.7892041280865651 105.93588343262672 5.0084300190210334
leaf_count=2695 3409 905 2143 5680 1428 78 4005 1111 486 454 408 77 387 883 624 370 150 88 263 103 1536 572 67 507 316 129 1396 66
internal_value=-2.40601 -2.38722 -2.37783 -2.42773 -2.36324 -2.40591 -2.37243 -2.40025 -2.33418 -2.41111 -2.43722 -2.32405 -2.43314 -2.38988 -2.42972 -2.4203 -2.39485 -2.36476 -2.40471 -2.40557 -2.43571 -2.42219 -2.4473 -2.42974 -2.45053 -2.4535 -2.45483 -2.44774
internal_weight=2302.06 1234.05 1011.02 1068.01 611.787 324.41 466.543 399.233 145.244 305.97 743.6 18.4401 596.914 271.518 223.027 146.61 39.4604 12.597 49.3254 266.509 547.588 127.715 76.4165 107.15 71.3322 146.686 136.897 39.4604
internal_count=30336 16262 13323 14074 8062 4275 6148 5261 1914 4032 9799 243 7866 3578 2939 1932 520 166 650 3512 7216 1683 1007 1412 940 1933 1804 520
is_linear=0
shrinkage=1


Tree=1
num_leaves=30
num_cat=0
split_feature=1 12 4 4 12 4 10 11 8 6 2 10 7 8 12 8 12 2 5 4 8 7 12 7 12 6 8 8 4
split_gain=337.67 165.354 77.3579 77.3247 50.9338 45.8592 44.1 34.2754 33.1506 29.5593 26.3816 18.6423 18.1274 16.8866 14.0672 13.7481 12.3772 10.9442 8.81981 7.16952 7.0198 5.1817 2.82314 2.6232 2.07399 1.68916 1.75655 0.666223 0.0375064
threshold=1.0000000180025095e-35 800.03000000000009 1.0000000180025095e-35 1.0000000180025095e-35 12863.275000000003 1029.3650000000002 45.000000000000007 159.61500000000004 0.091950000000000018 126.59000000000002 11.500000000000002 843.00000000000011 1.0000000180025095e-35 0.43605000000000005 5201.3450000000003 0.65995000000000015 14230.710000000001 8.5000000000000018 1.5000000000000002 4437.8100000000013 0.44715000000000005 1.0000000180025095e-35 12000.210000000001 4.5000000000000009 459.52000000000004 102.90000000000002 0.03790000000000001 0.47635000000000005 2574.6750000000006
decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=1 5 8 7 6 12 -5 9 25 -3 18 14 17 -6 19 -12 -9 -1 -10 -4 -16 24 -13 -14 -7 26 -2 -24 -23
right_child=2 3 11 4 13 21 -8 16 10 -11 15 22 23 -15 20 -17 -18 -19 -20 -21 -22 28 27 -25 -26 -27 -28 -29 -30
leaf_value=0.01023898140481804 -0.045390585613926115 0.049663160737539631 -0.025624063906601921 0.020599152547566547 0.02394974424713954 -0.027165649920732837 -0.021754091213937801 0.014272275222947229 0.0073940710142358429 0.092988913171054066 0.029099749918164788 -0.049090861545177278 -0.019926278901307628 0.10260455756689557 -0.023425330855046167 0.12519770878644151 0.053880044248613923 0.072133983916610175 -0.015078373129081916 -0.0394447816792656 0.0043189325836686839 -0.028080335744932974 -0.02957161488480289 0.013420463547726203 -0.012159562218406278 -0.0095199060914371737 -0.022132073511354006 -0.0032544307841699096 -0.04516036809408841
leaf_weight=192.59248168021441 33.350672498345375 153.19083166867495 360.97139848023653 411.1089721545577 11.063153289258478 78.139908507466316 71.282133609056473 72.19090112298727 195.26278065145016 56.183197237551212 11.509974651038648 125.67266498506069 63.052406370639801 21.861597135663033 39.608050122857094 5.3810580372810355 27.087127208709717 6.4955072849988928 55.094076246023178 137.03259663283825 50.874043345451355 8.8540595993399602 5.4212527722120267 5.6225907057523719 38.225226260721684 7.0053798332810393 16.273664526641369 5.0499340891838074 38.30095936357975
leaf_count=2503 449 1934 4873 5309 139 1041 960 916 2573 706 144 1725 845 271 529 65 345 85 732 1856 676 119 73 75 508 94 214 68 525
internal_value=-0.000168464 0.0173184 -0.0211047 0.0304366 0.0185086 -0.00774487 0.0142983 0.050211 -0.000767689 0.0616997 0.00661069 -0.0301739 0.00498738 0.0778079 -0.0262128 0.0652802 0.0255583 0.0126338 0.00238853 -0.0295085 -0.00789462 -0.0285278 -0.0469437 -0.0169709 -0.0224245 -0.0351851 -0.0384499 -0.0187056 -0.0427069
internal_weight=2303.76 1255.25 1048.51 823.968 515.316 431.283 482.391 308.652 323.878 209.374 267.248 724.63 267.763 32.9248 588.486 16.891 99.278 199.088 250.357 498.004 90.4821 163.52 136.144 68.675 116.365 56.6297 49.6243 10.4712 47.155
internal_count=30352 16281 14071 10580 6679 5701 6269 3901 4271 2640 3514 9800 3508 410 7934 209 1261 2588 3305 6729 1205 2193 1866 920 1549 757 663 141 644
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=1 12 4 4 3 10 2 4 8 2 10 10 2 8 5 2 1 12 3 6 6 4 12 7 8 6 12 10 6 6
split_gain=343.723 147.146 71.1771 69.7766 45.8013 48.928 40.0008 38.6207 24.6508 22.6711 22.2242 20.6426 19.8884 17.2126 10.5663 10.07 9.48286 8.691 9.11232 8.40961 7.92127 7.22205 5.51764 3.54187 3.32968 3.17584 2.73654 0.584858 0.481571 0.446241
threshold=1.0000000180025095e-35 750.32500000000016 1.0000000180025095e-35 0.14500000000000005 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1029.3650000000002 0.091950000000000018 7.5000000000000009 45.000000000000007 580.50000000000011 1.0000000180025095e-35 0.6956500000000001 2.5000000000000004 8.5000000000000018 4.5000000000000009 4858.3150000000014 1.5000000000000002 94.050000000000026 107.16000000000001 4437.8100000000013 459.52000000000004 4.5000000000000009 0.23885000000000003 63.765000000000008 12000.210000000001 598.50000000000011 56.775000000000013 92.715000000000018
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=1 7 6 9 5 -5 8 10 27 12 15 17 -3 16 -10 -1 -8 21 -19 -11 -6 -4 25 -12 -24 -9 29 -2 -28 -13
right_child=2 3 11 4 20 -7 13 22 14 19 23 26 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.011610222319129108 -0.028822709932071491 0.051516315233681692 -0.023870728762090145 0.032396030251274736 -0.016697154018718564 -0.013302051870660967 0.071541607503242746 -0.033881281473302785 0.0052776800574013067 0.06114283263317797 -0.023032053646223145 -0.049061835633069512 0.020831491271211922 0.12778196011773293 -0.022177662205248812 0.070885944127724448 -0.0018144144015709047 0.001399677143587361 -0.029405495166744417 0.15726594545310801 0.04171812711770178 -0.038170780477379658 0.0020110338697552181 0.016719723086834278 -0.029509681912251142 -0.0064094121829624505 -0.028098820242674263 -0.044193316934492077 -0.004798061623318829 -0.025191035254578682
leaf_weight=186.19377212971449 26.764493234455585 248.75232613831758 341.40771097689867 374.20006828010082 88.766951486468315 68.668607719242573 6.8995857313275399 107.44576388597488 205.4684677273035 7.1878857463598234 60.002931363880634 129.72775776684284 70.213449157774448 6.0932004004716864 41.1962546184659 6.5531040430068961 9.5631318539381009 58.080603681504726 39.475185893476009 5.5936915203928947 5.217330500483512 127.49773026257753 24.722897678613663 5.3107899799942961 11.393702588975428 12.744416981935499 5.0837990939617139 24.986786879599094 5.2414676547050476 6.2226165905594817
leaf_count=2401 362 3019 4709 4723 1136 935 83 1488 2695 89 818 1851 851 68 555 81 120 775 537 67 66 1785 337 70 151 172 70 352 71 88
internal_value=0.00080431 0.0180877 -0.0206386 0.0297737 0.0185623 0.0252851 -0.00106364 -0.00640907 -0.00601113 0.0477912 0.00545919 -0.0294331 0.0448636 0.0616561 0.000601055 0.0140068 0.0309793 -0.0250077 -0.0111865 0.111932 -0.0129966 -0.0278426 -0.0259454 -0.019521 -0.00832524 -0.0310865 -0.0462506 -0.0370359 -0.0181801 -0.0481977
internal_weight=2316.68 1282.97 1033.71 868.6 536.853 442.869 320.972 414.367 298.416 331.747 258.061 712.737 318.966 22.5559 246.665 192.747 16.4627 566.461 97.5558 12.7816 93.9843 468.905 156.307 65.3137 36.1166 120.19 146.276 51.7513 10.3253 135.95
internal_count=30525 16404 14121 10886 6860 5658 4235 5518 3964 4026 3370 9886 3870 271 3250 2482 203 7806 1312 156 1202 6494 2148 888 488 1660 2080 714 141 1939
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=2
num_cat=0
split_feature=0
split_gain=28428
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.054498398612188942 0.56562047776914182
leaf_weight=2114.9376843124628 201.50211954861879
leaf_count=27995 2512
internal_value=-0.000332639
internal_weight=2316.44
internal_count=30507
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=2
num_cat=0
split_feature=0
split_gain=17009.6
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.054256361690111589 0.34402262000154971
leaf_weight=2016.9690804481506 308.14609344303608
leaf_count=27951 2488
internal_value=-0.00134534
internal_weight=2325.12
internal_count=30439
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=2
num_cat=0
split_feature=0
split_gain=13042.6
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.054028589860320386 0.25858496084592236
leaf_weight=1924.2992696091533 402.58704434335232
leaf_count=27921 2587
internal_value=0.000144051
internal_weight=2326.89
internal_count=30508
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=2
num_cat=0
split_feature=0
split_gain=10188.2
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053813760181447901 0.21114053349167691
leaf_weight=1842.786822129041 450.7125241458416
leaf_count=28002 2499
internal_value=-0.00167412
internal_weight=2293.5
internal_count=30501
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=2
num_cat=0
split_feature=0
split_gain=8637.91
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053611634930130408 0.18071234528141186
leaf_weight=1762.9203172922134 505.14446322619915
leaf_count=28056 2529
internal_value=-0.00136404
internal_weight=2268.06
internal_count=30585
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=2
num_cat=0
split_feature=0
split_gain=7385.47
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053420244937047862 0.15905816319324823
leaf_weight=1668.9713547602296 540.60296031832695
leaf_count=27823 2513
internal_value=-0.00138376
internal_weight=2209.57
internal_count=30336
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=2
num_cat=0
split_feature=0
split_gain=6505.07
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053238677329723899 0.14311161823045837
leaf_weight=1589.4809229448438 573.07539826631546
leaf_count=27768 2526
internal_value=-0.00116163
internal_weight=2162.56
internal_count=30294
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=2
num_cat=0
split_feature=0
split_gain=5741.04
threshold=30.500000000000004
decision_type=2
left_child=-1
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leaf_value=-0.053066107474599861 0.13070375105785284
leaf_weight=1522.685266032815 588.38653978705406
leaf_count=27886 2496
internal_value=-0.00180676
internal_weight=2111.07
internal_count=30382
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=29
num_cat=0
split_feature=1 10 4 4 8 10 10 3 2 4 6 2 2 11 1 1 8 10 10 8 1 8 6 5 8 10 4 2
split_gain=129.244 45.9925 37.996 21.361 15.2625 15.2442 14.5687 10.8452 8.82015 8.53529 6.76325 5.56241 9.56938 4.00225 4.89879 4.08359 2.92189 2.63971 2.60315 2.4221 2.40658 2.40182 2.0407 2.04093 1.49186 1.41547 0.519439 0.10743
threshold=1.0000000180025095e-35 45.000000000000007 1.0000000180025095e-35 8.3400000000000016 0.12965000000000002 598.50000000000011 149.00000000000003 1.0000000180025095e-35 9.5000000000000018 0.83500000000000008 16.675000000000004 6.5000000000000009 1.0000000180025095e-35 80.745000000000019 6.5000000000000009 1.5000000000000002 0.071350000000000011 1489.0000000000002 4202.5000000000009 0.21115000000000003 5.5000000000000009 0.018950000000000005 44.82500000000001 2.5000000000000004 0.38175000000000003 699.50000000000011 2452.1350000000007 2.5000000000000004
decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=1 3 5 11 21 8 13 -6 10 17 -2 12 -1 14 -4 -15 26 25 -18 -19 -10 -5 -8 -24 -13 -3 -11 -7
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leaf_value=0.024160105392456943 -0.012484401027339057 -0.00055901369684865693 -0.023048877918270514 -0.02169149602999268 0.013911771302933399 -0.039851102807686521 -0.046298954273363495 -0.0047973304475271358 0.041039533377479981 -0.022633766462956 0.0052914417016625605 0.01971808566012195 0.0046501850924086929 0.00058440188956092667 0.0078099339826349784 -0.020577583416972418 -0.02244188339984984 -0.0056970295152035553 -0.00036348553055590794 0.015303354695705691 0.010880162745035419 -0.0049172308117507099 -0.020301681775634059 -0.038899231005714831 0.051010729837212589 -0.034210684641153309 -0.039908761761004517 -0.021156130613291777
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leaf_count=3538 1288 89 5529 556 5650 414 1209 1363 138 248 2140 85 1033 721 193 743 870 421 287 319 167 977 556 884 170 125 491 116
internal_value=-0.00088951 0.00936249 -0.0161382 0.0132416 0.00742097 -0.00143146 -0.0239236 0.0106958 0.00229845 -0.0145869 -0.000976275 0.0219135 0.0202805 -0.0191658 -0.0217899 -0.00955269 -0.0232576 -0.00024126 -0.0165081 0.00465838 0.0278095 -0.0107698 -0.0384157 -0.0317731 0.0436074 -0.0200539 -0.0344807 -0.0365569
internal_weight=2064.67 1234.65 830.023 1063.11 637.589 287.938 542.086 540.9 261.013 171.538 231.998 425.522 397.748 410.111 320.766 89.345 106.312 65.226 68.2082 52.7047 29.0148 96.6889 131.974 74.6978 27.7747 12.5213 38.1035 26.9244
internal_count=30320 16222 14098 13372 8546 4263 9835 7013 3733 2850 3428 4826 4571 7186 5722 1464 1896 954 1157 740 305 1533 2649 1440 255 214 739 530
is_linear=0
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Tree=12
num_leaves=2
num_cat=0
split_feature=0
split_gain=5118.23
threshold=30.500000000000004
decision_type=2
left_child=-1
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leaf_value=-0.052902575382095064 0.12039047789669699
leaf_weight=1444.949407402426 603.09897713363171
leaf_count=27842 2490
internal_value=-0.00183582
internal_weight=2048.05
internal_count=30332
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=2
num_cat=0
split_feature=0
split_gain=4713.43
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.05274951649573531 0.11242709613382949
leaf_weight=1384.3186765834689 626.54427565634251
leaf_count=27961 2544
internal_value=-0.00125103
internal_weight=2010.86
internal_count=30505
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=2
num_cat=0
split_feature=0
split_gain=4288.39
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.05260406374940705 0.10592253227641744
leaf_weight=1323.7042517177761 628.25334668159485
leaf_count=28039 2528
internal_value=-0.00155032
internal_weight=1951.96
internal_count=30567
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=2
num_cat=0
split_feature=0
split_gain=3954.06
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052467678094847182 0.1003199655095469
leaf_weight=1261.7471288256347 636.10102921724319
leaf_count=28012 2552
internal_value=-0.00122941
internal_weight=1897.85
internal_count=30564
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=2
num_cat=0
split_feature=0
split_gain=3633.24
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052336744829379979 0.095488773958068374
leaf_weight=1203.7525055520236 633.60496740043163
leaf_count=28034 2548
internal_value=-0.00133281
internal_weight=1837.36
internal_count=30582
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=2
num_cat=0
split_feature=0
split_gain=3331.53
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052213688108285139 0.091308378501352483
leaf_weight=1141.7034853585064 624.76098126173019
leaf_count=27877 2530
internal_value=-0.00142721
internal_weight=1766.46
internal_count=30407
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=25
num_cat=0
split_feature=1 7 10 4 12 3 12 6 8 11 1 8 8 9 12 9 8 3 12 12 6 9 6 6
split_gain=70.4192 29.8002 28.3826 16.9826 16.1858 8.66743 6.92378 6.46641 6.08484 3.45173 3.0119 2.84593 2.52468 2.29157 2.07692 2.00231 1.88918 1.75655 1.75179 1.59656 1.12644 0.635793 0.571628 0.509571
threshold=1.0000000180025095e-35 1.0000000180025095e-35 580.50000000000011 1.0000000180025095e-35 7552.1800000000012 1.0000000180025095e-35 800.03000000000009 30.330000000000002 0.27925000000000005 41.555000000000007 1.5000000000000002 0.10185000000000001 0.67455000000000009 16243.030000000001 12000.210000000001 34.105000000000011 1.3680500000000004 12.500000000000002 6542.8100000000004 12863.275000000003 93.225000000000009 19860.200000000001 178.99500000000003 49.585000000000008
decision_type=10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8
left_child=1 4 3 11 5 6 -1 15 -7 18 -11 23 13 -9 21 -3 19 -13 -5 -6 -14 -4 -18 -2
right_child=2 7 14 9 16 8 -8 12 -10 10 -12 17 20 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00092626166626395162 -0.020755353592019452 -0.0068568272506325401 -0.043444372025626884 -0.02731890911131379 0.020625503051870539 -0.021886016293648666 0.012480712821125027 -0.017438273536745343 0.0015573389624628782 -0.0085451838119422838 -0.019645295089077502 0.0013469801380827881 0.014156282872556956 0.0061000223356383436 -0.012190900720495673 -0.042072282028647101 0.024528390669419014 0.020598300040211161 -0.0041509338116146018 0.033399448799450511 -0.0050118087273726616 -0.017496695389200172 0.00954433458174761 -0.0011916140936932694
leaf_weight=189.43094116449356 15.549407280981541 5.7730221673846271 81.598958607763052 89.492695450782776 62.053321547806263 37.633657705038786 417.82813924178481 68.771831195801497 96.051423292607069 133.64637124538422 120.21850961074233 181.08294285833836 12.006645519286396 11.27726189419627 7.7427561208605757 23.697026282548904 9.2824641764163953 11.776237875223158 9.9713896140456182 58.312896497547626 17.332184348255396 5.0048042833805075 30.74284840375185 5.0231420584023008
leaf_count=3250 342 118 2325 2185 767 786 5886 1483 1565 2740 2711 3108 191 191 168 652 104 146 196 600 301 122 430 94
internal_value=-0.00193332 0.00617167 -0.0146834 -0.0104038 0.00949865 0.00635394 0.00889204 -0.0153017 -0.00511857 -0.0171159 -0.0138778 0.000712417 -0.00946263 -0.0140262 -0.0399606 -0.0357893 0.0238656 0.00264847 -0.0251105 0.0270794 0.0028758 -0.0422188 0.0136544 -0.016487
internal_weight=1701.3 1040.19 661.107 566.761 901.336 740.944 607.259 138.858 133.685 353.329 253.865 213.432 109.388 80.0491 94.3465 29.47 160.392 192.859 99.4641 120.366 29.3388 86.6038 40.0253 20.5725
internal_count=30461 16324 14137 11522 13388 11487 9136 2936 2351 7832 5451 3690 2166 1674 2615 770 1901 3254 2381 1367 492 2447 534 436
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=2
num_cat=0
split_feature=0
split_gain=3071.66
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052091626463375743 0.087606083166227422
leaf_weight=1086.3171468377113 615.65109796822071
leaf_count=27977 2523
internal_value=-0.00153422
internal_weight=1701.97
internal_count=30500
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=27
num_cat=0
split_feature=1 7 12 2 7 2 2 11 6 12 12 9 5 9 9 12 6 2 11 8 1 7 9 7 7 3
split_gain=66.1998 22.9831 20.9741 9.15135 8.54759 8.31148 8.49891 6.1656 5.28941 5.39576 4.94119 3.14733 3.43493 2.85555 2.7247 2.4751 2.27608 1.97299 1.85805 1.80782 1.73943 1.55681 1.40546 1.15923 1.00941 0.893523
threshold=1.0000000180025095e-35 1.0000000180025095e-35 750.32500000000016 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 34.785000000000004 98.25500000000001 37.640000000000008 7387.0650000000014 15751.505000000003 1.0000000180025095e-35 4419.9300000000012 18.225000000000005 1148.3600000000004 55.895000000000003 4.5000000000000009 74.475000000000009 0.64365000000000017 6.5000000000000009 1.5000000000000002 600.0200000000001 1.5000000000000002 1.5000000000000002 8.5000000000000018
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10
left_child=2 3 7 8 5 10 -7 11 9 -2 -4 12 -1 22 19 18 -3 21 -5 -9 -10 -18 -6 -15 -16 -17
right_child=1 16 4 15 13 6 -8 14 20 -11 -12 -13 -14 23 24 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0069833315025909452 -0.0349528235856639 -0.041966612601092926 0.012409128542018668 -0.018476804754243091 -0.0036800933426289202 -0.0048409077005506125 0.025997622990273774 0.00044633907783616316 -0.0038618416466567017 -0.012827574317352064 0.023834977201924144 0.019564813911756958 -0.027052956001739365 0.020892855096923353 -0.0055900590396805814 0.031852204222651052 -0.021314176142879469 0.0017667084073502435 0.011313259757400307 0.014211554475860116 0.019515108271797345 -0.040701323788600557 -0.020596909994100035 -0.0016879279510278559 -0.022308408604143241 0.0092228529693863161
leaf_weight=40.928334437310696 29.912442617118359 57.691657124087214 388.09726347029209 7.7211629524827003 26.834910813719034 109.19418648257852 27.003502238541842 105.18978894874454 97.771399985998869 333.8245811983943 129.25344970077276 5.0056927520781747 47.839821789413691 10.096311312168838 43.907540429383516 12.796983864158394 34.494259435683489 5.2087303586304179 12.057248219847681 30.193615589290857 7.6203869841992846 20.389471143484116 24.043718464672565 10.609122369438408 11.32767592743039 9.0992370247840864
leaf_count=804 815 1773 5607 174 520 1890 319 1859 1862 7394 1534 79 1213 143 876 151 873 107 187 458 109 608 558 194 270 132
internal_value=-0.00181141 -0.0145392 0.00611525 -0.00989538 0.0106269 0.0124246 0.00138184 -0.0053677 -0.0118982 -0.0147516 0.0153139 -0.0157909 -0.018036 -0.00566268 -0.000158336 0.0122834 -0.0343837 -0.026454 -0.000405189 0.00363465 -0.00195703 -0.0292055 -0.0120138 0.00954776 -0.00944331 0.0234802
internal_weight=1638.11 628.588 1009.52 510.803 725.132 653.548 136.198 284.392 469.129 363.737 517.351 93.7738 88.7682 71.5841 190.619 41.6746 117.784 60.0925 19.7784 135.383 105.392 54.8837 50.8786 20.7054 55.2352 21.8962
internal_count=30509 14185 16324 10824 10765 9350 2209 5559 10180 8209 7141 2096 2017 1415 3463 644 3361 1588 361 2317 1971 1481 1078 337 1146 283
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=2
num_cat=0
split_feature=0
split_gain=2844.05
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051976796755285319 0.084397990976848927
leaf_weight=1036.0745239704847 604.52112403512001
leaf_count=28137 2517
internal_value=-0.00170203
internal_weight=1640.6
internal_count=30654
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=2
num_cat=0
split_feature=0
split_gain=2616.44
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051870912251882201 0.08169416607990726
leaf_weight=983.38289424590766 583.29686014354229
leaf_count=28022 2470
internal_value=-0.00211918
internal_weight=1566.68
internal_count=30492
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=29
num_cat=0
split_feature=10 2 2 4 4 4 12 11 12 12 12 5 6 4 8 6 6 11 6 7 9 8 9 5 8 6 7 2
split_gain=46.7073 23.0701 16.4311 11.2968 10.0107 7.78786 7.54756 7.14208 4.53447 4.20911 3.74636 3.16467 2.75737 2.62606 2.0949 2.00866 1.63438 1.53887 1.43873 1.42596 1.35282 1.155 1.14585 1.02977 0.983533 0.821369 0.805781 0.367588
threshold=45.000000000000007 1.0000000180025095e-35 5.5000000000000009 83.325000000000003 247.38500000000002 287.10500000000008 4420.1500000000005 32.580000000000005 12000.210000000001 7033.9000000000005 664.78000000000009 1.5000000000000002 75.105000000000004 6849.3950000000013 0.074450000000000002 65.175000000000026 33.335000000000008 279.59500000000008 47.505000000000003 2.5000000000000004 2068.3750000000005 0.45865000000000006 9883.1050000000014 2.5000000000000004 0.7722500000000001 57.755000000000003 1.5000000000000002 1.0000000180025095e-35
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10
left_child=1 3 4 14 11 10 7 -5 22 -6 16 -3 18 -8 23 -10 20 -16 -4 21 -2 -12 27 -1 -14 -18 -24 -7
right_child=5 2 12 6 9 8 13 -9 15 -11 19 -13 24 -15 17 -17 25 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=-0.0072410756073891585 -0.022446409630281695 0.0010850611411056211 0.0089548211537560842 -0.016280325866968877 -0.019732372463812552 -0.032004243831320188 0.0051729522044334378 0.002131582011911663 -0.020842276260834073 -0.0008462833957624639 0.012646608153820283 -0.017186967795054877 0.030452134763997142 0.021084517075104184 0.01709297591248864 0.019377377331369832 -0.042235487164510033 0.005068632827399634 -0.011211279044994188 -0.022567652177711509 0.0080709561270255036 -0.0046886654900266216 -0.0031683348717785284 0.016788888914589611 0.011960154941191049 -0.021775132651912089 -0.029167382113520986 -0.042575987855991093
leaf_weight=15.350429860875012 5.5958325248211604 158.18476561829448 49.943380750715733 63.270941948518157 209.35624475963414 55.001477750018239 49.779323421418667 289.86406444758177 5.0658307913690788 35.069633116945624 12.176793565973638 26.785655461251736 20.509648894891143 57.701349483802915 256.75953110679984 5.3562059197574854 8.8028313275426608 32.204595796763897 9.6136071756482107 7.2299892585724583 6.9519106019288301 34.483535414561629 6.3500101845711452 5.1112055573612443 15.606512501835821 28.246269134804606 6.2449998930096626 39.579751316457987
leaf_count=312 167 2999 850 1532 5331 1685 834 5400 136 702 224 631 258 794 3650 84 295 526 219 192 144 752 156 77 237 764 200 1379
internal_value=-0.00181323 0.0018147 -0.00625459 0.00732438 -0.010435 -0.0230005 0.00233748 -0.0011898 -0.0318122 -0.0170575 -0.0127308 -0.00161222 0.0123698 0.0138768 0.0147004 0 -0.022526 0.0157922 0.00548569 -0.00337874 -0.00582187 0 -0.034847 -0.00050296 0.0231336 -0.0277502 -0.0176245 -0.0368797
internal_weight=1516.2 1295.11 525.069 770.041 429.396 221.085 460.616 353.135 117.598 244.426 103.487 184.97 95.6731 107.481 309.426 10.422 49.5968 288.964 59.557 53.8903 12.5477 46.6603 107.176 20.4616 36.1162 37.0491 12.595 94.5812
internal_count=30530 24352 11227 13125 9663 6178 8560 6932 3640 6033 2538 3630 1564 1628 4565 220 1370 4176 1069 1168 311 976 3420 389 495 1059 356 3064
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=26
num_cat=0
split_feature=1 10 10 6 12 12 6 2 8 12 12 2 2 12 6 6 2 2 8 12 10 1 3 11 6
split_gain=41.7437 21.1927 15.959 10.0511 9.63413 5.45677 4.22849 3.84376 3.838 3.42707 3.20868 2.64903 5.72407 2.23301 1.90741 2.0864 1.5125 2.53337 1.76657 1.36616 1.78411 1.04035 0.584306 0.209225 0.120102
threshold=1.0000000180025095e-35 778.00000000000011 45.000000000000007 125.45500000000001 927.65500000000009 37.640000000000008 118.29500000000002 7.5000000000000009 0.015050000000000003 1598.8100000000002 12000.210000000001 1.0000000180025095e-35 5.5000000000000009 12863.275000000003 30.330000000000002 33.335000000000008 1.0000000180025095e-35 3.5000000000000004 1.5103000000000002 1950.8550000000002 5497.0000000000009 4.5000000000000009 1.0000000180025095e-35 8.3750000000000018 156.23500000000004
decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8
left_child=2 3 4 5 6 21 8 -7 -1 14 22 13 -13 -6 23 -16 18 -18 -5 -11 -21 -2 -3 -4 -8
right_child=1 10 9 16 11 7 24 -9 -10 19 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.021573026734804043 -0.034623247412206869 -0.028193765850144076 -0.021218847653558665 0.027980346248794682 0.010950466921132967 -0.011209356411904774 0.026387271911794481 0.0065853999326305132 -0.00088355428967988754 0.017960837392906989 -0.0045591649202638583 -0.0016630555772028028 0.025001056361829616 0.021410536246447284 0.0065859266826050261 -0.018569467715469936 -0.0052336745115292207 0.020398337425847766 -0.0025934589055621525 -0.014029542110447544 0.0061445369227494792 -0.0080687287085502869 -0.044649618468360984 -0.040088766313634804 0.013731068601259278
leaf_weight=24.405917720869184 27.905808761715889 16.613337805494666 8.9641369041055459 16.509758744388822 392.58566558733582 373.04151924327016 8.0363779179751855 32.017863607034087 196.95588084124029 6.2112000007182351 7.27063582278788 94.705862827599049 24.434012580662966 60.995022732764482 9.376752343028782 41.030394695699215 26.536920879036188 13.748558130115269 5.8590750731527796 24.669425653293729 17.938840674236417 5.6491056662052861 48.795042298734188 10.126195529475806 12.532062958925964
leaf_count=617 872 547 275 228 5962 8973 103 554 3804 105 174 1731 295 747 192 1061 550 198 117 599 318 142 1803 351 192
internal_value=-0.0018848 -0.0124856 0.00463766 -0.00877205 0.00713574 -0.0114527 -0.00120912 -0.00977771 -0.00327389 -0.0124362 -0.0375632 0.0106655 0.00392637 0.0124121 -0.0194986 -0.0137557 0.00980086 0.00367506 0.0199899 -0.00209237 -0.00547511 -0.0306603 -0.0410327 -0.0329742 0.019902
internal_weight=1506.92 573.948 932.968 501.269 814.651 438.614 241.93 405.059 221.362 118.317 72.679 572.721 119.14 453.581 69.4975 50.4071 62.6543 40.2855 22.3688 48.8195 42.6083 33.5549 65.4084 19.0903 20.5684
internal_count=30510 14158 16352 11634 13451 10541 4716 9527 4421 2901 2524 8735 2026 6709 1879 1253 1093 748 345 1022 917 1014 2350 626 295
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=2
num_cat=0
split_feature=0
split_gain=2465.65
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051766141734380135 0.079104301270316327
leaf_weight=929.56240085698664 585.89225322008133
leaf_count=28056 2539
internal_value=-0.00114802
internal_weight=1515.45
internal_count=30595
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=2
num_cat=0
split_feature=0
split_gain=2283.93
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051670827011086495 0.07686501430561489
leaf_weight=882.050004478544 566.83235538005829
leaf_count=27941 2513
internal_value=-0.0013632
internal_weight=1448.88
internal_count=30454
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=2
num_cat=0
split_feature=0
split_gain=2134.96
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051580715588960435 0.074834782210636788
leaf_weight=842.77358035184443 551.79592922329903
leaf_count=28019 2509
internal_value=-0.00153993
internal_weight=1394.57
internal_count=30528
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=2
num_cat=0
split_feature=0
split_gain=1987.61
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051495850650507949 0.073016060793893625
leaf_weight=801.33309882320464 532.72525964677334
leaf_count=27942 2488
internal_value=-0.00175371
internal_weight=1334.06
internal_count=30430
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=2
num_cat=0
split_feature=0
split_gain=1874.91
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051412961277372417 0.071436621498333228
leaf_weight=757.72532316856086 524.81756016612053
leaf_count=27739 2520
internal_value=-0.00112243
internal_weight=1282.54
internal_count=30259
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=24
num_cat=0
split_feature=9 3 6 4 2 4 2 3 7 2 8 8 9 8 9 6 2 11 6 9 7 8 9
split_gain=24.5979 15.3875 9.63965 8.91502 8.63908 5.17147 3.35283 2.44052 2.3409 2.27944 2.66347 2.39584 1.97789 1.68229 1.60274 1.25031 1.1182 0.953972 1.65966 0.865081 0.730967 0.604991 0.143523
threshold=64.110000000000014 1.0000000180025095e-35 30.330000000000002 318.5800000000001 1.0000000180025095e-35 110.74500000000002 7.5000000000000009 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.10645 0.63885000000000014 20906.120000000006 0.50465000000000015 280.04000000000002 19.955000000000002 1.0000000180025095e-35 164.72000000000003 3.3350000000000004 15062.050000000001 3.5000000000000004 0.57525000000000015 8702.385000000002
decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10
left_child=1 5 22 6 8 17 13 16 12 10 -7 -11 -4 -3 -6 -8 -5 18 -1 -16 -10 -19 -2
right_child=2 3 4 7 14 9 15 -9 20 11 -12 -13 -14 -15 19 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0054768297936178441 -0.039649969469851332 -0.0076204444614332151 -0.001533405931940927 -0.0072370188264794652 -0.0038452766935002675 -0.0089780557138361243 0.0072851105663787417 0.011224554741524241 -0.021278472908730306 -0.011857678490438202 0.0067377826313071588 0.010064752614418778 0.022233259944612914 0.002939445876352234 -0.029556960142561102 0.027753023803412786 -0.016504263308376385 0.014445013437868326 0.017136729276454002 -0.0055443048015879678 -0.0038721413166623747 0.0041250357005324385 -0.019949431969678549
leaf_weight=41.778950706124306 34.505473766475916 57.214927963912487 90.092973068356514 48.661389909684658 8.8907245285809022 28.827281318604946 19.133321683853865 9.0455841999500972 17.915881128981713 41.938167886808515 268.83971024304628 16.457787541672587 8.67006081715226 105.58926608413458 55.446707597002387 13.636482190340756 136.83247417770326 21.15914992056787 146.28358157537878 5.1367734242230645 10.780348183587192 49.493952538818121 5.4179652929306021
leaf_count=836 1542 1495 2346 1341 257 810 369 199 617 1162 5491 338 151 2366 2164 184 4388 378 2392 159 309 962 215
internal_value=-0.00100539 0.00241042 -0.0154676 -0.0053409 -0.0107776 0.0073379 0.00217511 -0.0128949 -0.00294102 0.00339406 0.00517409 -0.00552965 0.000704815 -0.000765 -0.0248382 0.0165201 -0.0141518 0.0127125 0.0146155 -0.0277252 -0.0152584 0.0074439 -0.0376514
internal_weight=1241.75 1004.89 236.857 390.113 196.933 614.779 195.574 194.539 127.459 356.063 297.667 58.396 98.763 162.804 69.4742 32.7698 185.494 258.716 188.063 60.5835 28.6962 70.6531 39.9234
internal_count=30471 22711 7760 10342 6003 12369 4414 5928 3423 7801 6301 1500 2497 3861 2580 553 5729 4568 3228 2323 926 1340 1757
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=27
num_cat=0
split_feature=1 10 4 7 4 12 12 4 2 1 4 12 11 6 12 1 12 12 12 11 6 4 10 7 6 10
split_gain=29.1318 14.1446 10.9564 9.94114 4.74815 4.26516 4.07017 3.17625 2.94815 1.93089 1.87715 1.82336 1.41138 1.60673 1.3498 1.31057 0.922653 0.89417 0.878566 0.675049 0.610297 0.584553 0.539482 0.411404 0.403857 0.263053
threshold=1.0000000180025095e-35 560.50000000000011 1.0000000180025095e-35 1.0000000180025095e-35 247.38500000000002 927.65500000000009 37.640000000000008 1.0050000000000001 1.0000000180025095e-35 1.5000000000000002 1029.3650000000002 1580.7600000000002 159.61500000000004 19.955000000000002 3086.6000000000008 11.500000000000002 12000.210000000001 19812.790000000005 3128.6900000000005 143.64500000000001 100.00500000000001 3000.0500000000006 4202.5000000000009 1.5000000000000002 67.365000000000023 1103.5000000000002
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 8 10
left_child=3 2 14 4 12 10 24 18 -7 -8 -6 21 13 -1 15 -2 25 -14 23 -16 -20 -9 -13 -5 -4 -3
right_child=1 16 6 7 5 8 9 11 -10 -11 -12 22 17 -15 19 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0048238630151049072 -0.0032069943621002247 -0.02462096719602401 -0.039523862360185194 0 0.0017425485944474338 0.0091419710839503558 -0.0076970236744893991 -0.018055190821569814 -0.0047664695772333641 -0.017375507191977627 -0.010593480178658694 -0.013156486785008579 0.0028610828013355583 0.01560350082193724 0.011568219222532587 0.015649836460448072 -0.0098457086141091835 0.016999886967235738 0.02123499362966803 0 -0.00040828180426611327 -0.035385339455070157 0.0011773663463271044 -0.012447205432789786 -0.016563511636902836 -0.039216726839586602
leaf_weight=46.018489087000489 92.273679019883275 13.629187323153017 16.427361696958542 20.969260843470696 57.69023322686553 210.0687681697309 113.06760768406093 18.4009173642844 45.321792855858803 103.30121265538037 63.259820951148868 14.183329092338683 65.698432831093669 178.74046977981925 41.244418822228909 9.1843363847583515 5.1112188920378676 13.037356710061429 6.0069453585892898 19.169606635347009 5.1986248176544905 12.31565324962139 10.256041143089531 9.2648671902716142 5.5552669093012836 39.578830882906914
leaf_count=914 2293 577 725 545 1293 3938 3368 632 1085 3452 1796 451 1304 2931 836 162 165 201 95 438 112 557 257 280 195 1909
internal_value=-0.00126912 -0.0112516 -0.00783574 0.00462678 0.00676549 0.00298226 -0.0146339 -0.0102892 0.0066453 -0.0123995 -0.00470245 -0.0180386 0.0114152 0.0134497 0.00217202 -0.00131512 -0.0340821 0.00544879 8.92722e-05 0.00803573 0.0115735 -0.0260579 -0.00713488 -0.00424129 -0.0349122 -0.0360934
internal_weight=1234.97 458.543 400.223 776.431 679.835 376.341 238.351 96.5956 255.391 216.369 120.95 55.1559 303.495 224.759 161.872 101.458 58.3192 78.7358 41.4397 60.414 11.2056 30.7166 24.4394 30.2341 21.9826 53.208
internal_count=30511 14120 11469 16391 13462 8112 7740 2929 5023 6820 3089 1897 5350 3845 3729 2455 2651 1505 1032 1274 207 1189 708 825 920 2486
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=2
num_cat=0
split_feature=0
split_gain=1755.68
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051334021155341074 0.070001309318755686
leaf_weight=719.00802683643997 507.81985020637512
leaf_count=27862 2516
internal_value=-0.00108961
internal_weight=1226.83
internal_count=30378
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=2
num_cat=0
split_feature=0
split_gain=1661.1
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051259680978714986 0.068606077498512288
leaf_weight=688.72637103125453 496.5174348950386
leaf_count=28019 2541
internal_value=-0.00102629
internal_weight=1185.24
internal_count=30560
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=2
num_cat=0
split_feature=0
split_gain=1556.87
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051189695545368001 0.06738695209400844
leaf_weight=654.19572891481221 478.33340673148632
leaf_count=27923 2527
internal_value=-0.00108815
internal_weight=1132.53
internal_count=30450
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=2
num_cat=0
split_feature=0
split_gain=1466.62
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051121510828225518 0.066235456377371146
leaf_weight=624.94350874237716 462.23682381212711
leaf_count=28020 2526
internal_value=-0.0012052
internal_weight=1087.18
internal_count=30546
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=2
num_cat=0
split_feature=0
split_gain=1375.77
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051056544136425713 0.065227846814687615
leaf_weight=592.81787281483412 443.94137059152126
leaf_count=27906 2508
internal_value=-0.00124376
internal_weight=1036.76
internal_count=30414
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=2
num_cat=0
split_feature=0
split_gain=1308.66
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050996387356941487 0.064277755153543489
leaf_weight=567.20064960699528 433.46710516512394
leaf_count=28010 2536
internal_value=-0.00104287
internal_weight=1000.67
internal_count=30546
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=2
num_cat=0
split_feature=0
split_gain=1229.4
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050937300172886328 0.063340156354222132
leaf_weight=540.44270365871489 415.30061702430248
leaf_count=28020 2524
internal_value=-0.00126061
internal_weight=955.743
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=2
num_cat=0
split_feature=0
split_gain=1152.79
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050878561043286565 0.062501158397784237
leaf_weight=509.05725153069943 399.01513087749481
leaf_count=27739 2519
internal_value=-0.00103905
internal_weight=908.072
internal_count=30258
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=2
num_cat=0
split_feature=0
split_gain=1087.09
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050825105655409222 0.061735324146080753
leaf_weight=489.74247366469353 380.06763480603695
leaf_count=28034 2491
internal_value=-0.00162114
internal_weight=869.81
internal_count=30525
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=24
num_cat=0
split_feature=1 10 4 10 12 4 4 12 3 4 8 6 8 12 5 6 10 6 12 3 9 8 8
split_gain=13.9733 7.87357 5.01518 4.47707 2.52063 1.97443 1.83843 1.63557 1.34352 1.33351 1.17575 1.07496 0.954108 0.881816 0.663729 0.613697 0.589872 0.541561 0.489522 0.483894 0.354042 0.353475 0.648487
threshold=1.0000000180025095e-35 843.00000000000011 1.0000000180025095e-35 45.000000000000007 4098.0850000000009 8.3400000000000016 309.65000000000003 5700.5850000000009 1.0000000180025095e-35 2574.6750000000006 0.10185000000000001 53.865000000000002 1.8499000000000001 623.41000000000008 1.5000000000000002 13.915000000000001 5912.0000000000009 93.225000000000009 14230.710000000001 1.0000000180025095e-35 9277.5450000000019 0.071350000000000011 0.25435000000000008
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 8 10 10 10 10
left_child=3 2 10 4 5 15 13 9 -7 -4 -2 -9 19 16 -12 -1 -5 -15 -14 -6 -3 -8 -23
right_child=1 20 7 6 12 8 21 11 -10 -11 14 -13 18 17 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0033919879862511237 -0.014478970340496401 -0.034857834082872415 -0.010267707234360287 -0.01756359045383608 0.014021748453804266 0.0021134303335075834 -0.024937867298779386 -0.014050881648392709 -0.0085441494928381219 -0.0210020403861386 0.005138566879330923 0.0058885408204605947 -0.010742255585258974 0.013220514559286545 -0.0057635621593128059 0.011121050550108617 0.001189035635536692 -0.0024131864790369541 0.0066692383362510852 0.0042586137997813753 -0.015801713356819326 0.00021026116844893427 -0.018256396503004722
leaf_weight=43.96657925285399 9.0729210795834643 27.21486234292388 89.307672133669257 8.2125160498544538 107.28955368511379 168.78831436298788 10.915063952095808 9.2055439660325664 34.776483782567084 48.300156490877271 85.381114065647125 18.853942438028753 5.9973201174288961 11.165305818431078 15.38435653503984 74.807368285953999 6.6266999281942853 8.8519961880520004 8.4366711117327213 17.371572708711028 6.6210252102464429 6.8179530315101173 11.409211737103758
leaf_count=1304 421 2020 4189 424 2533 5403 696 440 1382 2668 2690 654 208 332 600 1871 248 308 216 499 397 282 576
internal_value=-0.000956053 -0.00937509 -0.0064937 0.00399944 0.00572656 0.00325893 -0.00827277 -0.0119648 0.000235408 -0.0141959 0.00174666 -0.000739385 0.0113453 -0.000297841 0.00338467 0.00835393 -0.00932726 0.00628325 -0.00046855 0.0127458 -0.0318331 -0.0173192 -0.0114371
internal_weight=834.774 309.342 275.506 525.433 461.434 322.339 63.9987 165.667 203.565 137.608 109.838 28.0595 139.095 34.8565 100.765 118.774 14.8392 20.0173 14.434 124.661 33.8359 29.1422 18.2272
internal_count=30361 14079 11662 16282 13416 9960 2866 7951 6785 6857 3711 1094 3456 1312 3290 3175 672 640 424 3032 2417 1554 858
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=2
num_cat=0
split_feature=0
split_gain=1036.47
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050773451710197495 0.061028422937690611
leaf_weight=463.80914478749037 373.17448078840971
leaf_count=27958 2548
internal_value=-0.000906564
internal_weight=836.984
internal_count=30506
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=30
num_cat=0
split_feature=1 7 10 4 4 4 12 11 12 3 12 11 2 12 1 11 10 10 9 12 4 4 12 12 8 12 9 4 4
split_gain=13.0894 5.90565 4.18841 2.72778 1.97777 1.72837 1.70149 1.52495 1.19487 1.17579 1.08294 0.812115 0.747278 0.684451 0.60857 0.494637 0.492319 0.48679 0.64788 0.475524 0.408914 0.4085 0.362659 0.329335 0.321685 0.223187 0.208441 0.0786596 0.0437926
threshold=1.0000000180025095e-35 1.0000000180025095e-35 45.000000000000007 1100.0250000000003 43.500000000000007 1.0050000000000001 4420.1500000000005 51.135000000000012 5834.6050000000005 1.0000000180025095e-35 108.35500000000002 175.29000000000002 14.500000000000002 1206.9350000000002 1.5000000000000002 15.625000000000002 1103.5000000000002 5497.0000000000009 7461.9450000000006 842.46000000000015 3000.0500000000006 4653.6950000000006 2088.1250000000005 19812.790000000005 0.44715000000000005 2699.9400000000005 1988.3650000000002 327.44000000000005 401.18500000000006
decision_type=10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 8 8 10 10 10 10 10 8 8 8 10
left_child=2 3 4 10 11 17 9 28 14 -6 27 15 -12 20 -5 -1 19 26 -19 -9 -7 -8 -15 -13 -10 -18 -4 -2 -3
right_child=1 7 5 8 6 13 21 16 24 -11 12 23 -14 22 -16 -17 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0022820410270946827 -0.019439843054911959 -0.019872553044802819 -0.010778852953135692 -0.011674509430052299 0.0018685057472219463 -0.013469872333327283 0.0036063986159537691 -0.018172120411118545 -0.010165485823828211 -0.0083086867607237141 -0.001956182582136879 0.00069605996435799056 0.013829635242923667 0.0025194364187500775 -0.022492432850114753 0.012172263510873789 -0.032560405141545054 0.019716431928705792 -0.0015339590260304915 -0.00036676289622288212 -0.03269588482576382 0.012804226749823483 -0.012095890394841184 0.011556516951284098 0.0012513756920724008 -0.013389875651350275 0.00045711199826859112 -0.0069237614174022582 -0.039447279078097655
leaf_weight=16.082094779238105 7.8910653404891464 5.0249239653348949 6.9010049598291525 36.46523161046207 164.41455323901027 10.383761251345279 21.461316075176001 6.6317954575642952 8.9430673234164733 33.242354076355696 134.72273427899927 35.73396030254662 6.8922127755358806 5.0534114483743933 29.4775749463588 123.00859478488564 5.5305952802300427 5.2805460803210709 7.1592770069837579 8.6307827988639474 6.9564169393852344 38.25910135731101 12.287605921737848 8.1156135182827693 14.141997232101856 6.9540195195004353 6.8191025480628022 5.1772919157519945 15.70559410471469
leaf_count=499 421 350 319 1879 5501 562 634 398 430 1390 5313 1110 163 203 1756 3101 447 124 278 401 538 970 602 198 543 432 268 264 1338
internal_value=-0.00136425 -0.00976188 0.00353153 -0.0065056 0.00524026 -0.00863875 0.00237349 -0.0255687 -0.0134406 9.85068e-05 -0.00242135 0.00921147 -0.00106126 -0.0158054 -0.0168488 0.0110889 -0.0165707 0.000910326 0.00791037 -0.00905257 -0.0228177 0.00969504 -0.00765902 0.00303044 -0.00320231 -0.0240379 -0.00520306 -0.0156814 -0.0360654
internal_weight=793.348 292.189 501.159 243.711 440.318 60.8411 257.377 48.4777 89.0279 197.657 154.683 182.94 141.615 34.6812 65.9428 139.091 27.7472 26.1599 12.4398 15.2626 17.3402 59.7204 17.341 43.8496 23.0851 12.4846 13.7201 13.0684 20.7305
internal_count=30432 14135 16297 10769 13403 2894 8495 3366 4608 6891 6161 4908 5476 1905 3635 3600 1678 989 402 799 1100 1604 805 1308 973 879 587 685 1688
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=2
num_cat=0
split_feature=0
split_gain=973.608
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050722886754616586 0.060368277491985436
leaf_weight=438.96436895150691 356.47246194630861
leaf_count=27889 2535
internal_value=-0.000918172
internal_weight=795.437
internal_count=30424
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=2
num_cat=0
split_feature=0
split_gain=924.447
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050675663940764927 0.059795904327873656
leaf_weight=421.01482291333377 342.52595859766006
leaf_count=28101 2527
internal_value=-0.00109796
internal_weight=763.541
internal_count=30628
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=2
num_cat=0
split_feature=0
split_gain=870.886
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050629658284861684 0.059192603521900977
leaf_weight=401.93648565746844 326.02594076097012
leaf_count=28166 2509
internal_value=-0.00142397
internal_weight=727.962
internal_count=30675
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=2
num_cat=0
split_feature=0
split_gain=825.42
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050583889351987259 0.058653972218025763
leaf_weight=379.47602506540716 316.01301661133766
leaf_count=27933 2534
internal_value=-0.000928779
internal_weight=695.489
internal_count=30467
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=2
num_cat=0
split_feature=0
split_gain=781.523
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050540963705361291 0.058123502201861521
leaf_weight=361.89719507098198 303.13675711303949
leaf_count=27981 2537
internal_value=-0.000988959
internal_weight=665.034
internal_count=30518
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=2
num_cat=0
split_feature=0
split_gain=735.786
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050499004391692172 0.057651248743889043
leaf_weight=345.76363858906552 286.78089559078217
leaf_count=28103 2503
internal_value=-0.00144471
internal_weight=632.545
internal_count=30606
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=2
num_cat=0
split_feature=0
split_gain=700.798
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050457422394932262 0.057209320241583539
leaf_weight=325.69707263633609 280.24509953707457
leaf_count=27780 2552
internal_value=-0.000641661
internal_weight=605.942
internal_count=30332
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=2
num_cat=0
split_feature=0
split_gain=663.318
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050419588287417286 0.056794548451002583
leaf_weight=313.07696457067505 265.81987322121859
leaf_count=28070 2525
internal_value=-0.00116696
internal_weight=578.897
internal_count=30595
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=25
num_cat=0
split_feature=7 1 4 4 12 11 1 1 3 7 3 2 11 11 6 8 2 2 6 8 8 11 11 6
split_gain=7.43327 4.37851 1.7164 1.58479 1.19822 0.982378 0.70289 0.76681 0.650122 0.492082 0.476914 0.421148 0.392508 0.371731 0.360723 0.418342 0.319359 0.516462 0.116418 0.110546 0.0582047 0.0396359 0.0212198 0.0177792
threshold=1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 287.10500000000008 6802.6100000000015 35.475000000000001 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 299.87000000000006 25.645000000000003 81.885000000000005 0.77575000000000005 7.5000000000000009 1.0000000180025095e-35 30.330000000000002 0.50895000000000012 0.35985000000000006 46.845000000000006 69.705000000000013 59.235000000000007
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10
left_child=1 4 16 9 5 11 7 -4 13 14 -7 -1 18 -5 21 -16 17 -3 -6 -18 -15 -2 -11 -10
right_child=3 2 6 8 12 10 -8 -9 23 22 -12 -13 -14 20 15 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0015853133436491006 -0.0042725004874621516 0.0056280365763681124 -0.0067245200989084555 -0.024940287440991818 0.020171330087192432 0.0052967138309366751 0.0038185879851607507 -0.016444446342036623 -0.03585018526695901 -0.0085073606220492631 -0.0008038823566814112 -0.014787622844129131 -0.00035180488669007374 -0.004758822009907882 0.0075628092087839721 -0.0086915350084882919 0.0011283929268510286 -0.0041988907451712496 0.010581511696529884 0.012394474428010185 -0.013729951070216757 -0.013685540751780896 -0.020262382714860611 -0.018016550169817225
leaf_weight=31.692777268588543 5.3658045898191666 18.04812375549227 51.453786104917526 7.6403793632052865 5.8567131496965876 168.11530571244657 7.6155196512117973 39.157834758516401 10.547129412181674 5.0433860989287478 37.533595571294427 6.9444157565012565 6.2499803565442553 8.3501623566262406 9.2142300917766971 5.3566526859067372 5.2780655398964864 42.662260676734149 47.482583591714501 5.4324943860992789 5.745467576198279 5.7105533462017757 6.368316079955548 5.2353067761287084
leaf_count=1694 379 854 3502 813 167 7193 437 3142 1322 386 1904 460 279 610 487 346 242 2423 1699 187 445 469 541 500
internal_value=-0.00153329 0.000779161 -0.00562279 -0.0160982 0.00437638 0.0027742 -0.00987835 -0.0111132 -0.0233371 -0.00821749 0.00416058 -0.00439757 0.0107078 -0.0159485 -0.00382915 0.00109173 0.000216539 -0.00115263 0.0120783 0.00784006 -0.00941403 -0.0102709 -0.0165741 -0.0316584
internal_weight=548.101 473.523 169.648 74.5774 303.875 244.286 98.2271 90.6116 37.5184 37.0589 205.649 38.6372 59.5893 21.736 25.6472 14.5709 71.4209 60.7104 53.3393 10.7106 14.0956 11.0764 11.4117 15.7824
internal_count=30481 24183 10787 6298 13396 11251 7081 6644 3690 2608 9097 2154 2145 1868 1681 833 3706 3277 1866 429 1055 848 927 1822
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=22
num_cat=0
split_feature=3 10 8 2 11 6 12 2 7 5 8 2 3 2 9 8 12 6 6 8 11
split_gain=6.09256 4.42541 3.16985 1.92805 1.30038 1.23877 0.945994 0.760762 0.631274 0.629306 1.14825 0.612699 0.535819 0.492657 0.469302 0.35018 0.323422 0.198655 0.121503 0.118362 0.0540442
threshold=1.0000000180025095e-35 402.00000000000006 0.018950000000000005 7.5000000000000009 86.765000000000015 31.935000000000006 1166.6500000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.62805000000000011 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 10003.750000000002 0.48395000000000005 3051.0050000000006 64.055000000000021 55.895000000000003 0.33705000000000007 75.995000000000019
decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10
left_child=2 3 5 4 13 -1 9 8 -8 15 -11 -9 -6 -2 17 -4 19 -7 -3 -5 -20
right_child=1 18 6 16 12 14 7 11 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=-0.026902859563258743 -0.0043774681651113671 -0.034515502971132796 0.0054751166043913247 -0.00077890971152405348 -0.0031175016308250285 -0.015223839584471889 0.0085386527694480789 -0.0072591089796706747 -0.0007937959585507979 -0.010837791028927761 0.0065792370907218874 0.0059217312961715582 0.0099443858705762014 -0.012563880137696635 0.0058243198591506635 -0.0034407770224117056 0.019492455160355998 -0.0011702639766646937 -0.011354980701248666 0.0078051043293680886 -0.025371747385071697
leaf_weight=9.4992484194226581 28.828648578375578 11.088031937833877 47.013311239890754 5.1575895249843624 55.059628164861351 6.8186021358706048 157.51078046299517 16.718019565101713 19.18452928122133 25.306009439285845 13.580623894929884 16.408233969006687 8.0420648073777539 76.306265745777637 5.9659506124444297 12.814442478120325 5.090269752778112 5.1999343791976598 6.2517509595490974 8.1616763742640597 5.7010368001647294
leaf_count=978 1748 1408 2226 270 3048 550 6210 966 1137 1673 625 729 345 5572 309 662 155 310 560 340 584
internal_value=-0.00132782 -0.00800167 0.00283342 -0.00533591 -0.00704155 -0.0131013 0.00430674 0.00619916 0.00749849 0.000212371 -0.00461733 -0.000601594 -0.00124565 -0.0104286 -0.00451489 0.00345806 0.00955334 -0.0100844 -0.028268 0.00430969 -0.0198691
internal_weight=545.707 209.687 336.02 186.646 168.237 27.4837 308.536 209.822 176.695 98.7144 38.8866 33.1263 63.1017 105.135 17.9845 59.8278 18.4095 12.0185 23.0408 13.3193 11.9528
internal_count=30405 14030 16375 11478 10713 2147 14228 9042 7347 5186 2298 1695 3393 7320 1169 2888 765 860 2552 610 1144
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=25
num_cat=0
split_feature=3 9 12 4 6 3 6 9 12 4 12 4 11 10 11 9 6 8 4 11 5 11 8 6
split_gain=4.4912 3.61319 2.59118 1.64896 1.10803 1.08423 1.06783 1.24679 1.04772 0.706608 0.720988 0.625376 0.563595 0.533987 0.452239 0.434614 0.420356 0.536539 0.402622 0.361272 0.252675 0.247897 0.23008 0.20515
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.3400000000000016 55.655000000000008 5.5000000000000009 74.535000000000011 8702.385000000002 5958.5400000000009 0.51500000000000012 12863.275000000003 430.71000000000009 75.995000000000019 296.00000000000006 118.95500000000001 2665.4700000000007 19.955000000000002 0.86295000000000011 211.71000000000001 115.87000000000002 1.0000000180025095e-35 93.915000000000006 0.55145000000000011 3.3350000000000004
decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 8
left_child=2 3 6 16 -3 8 7 11 -5 14 13 -1 18 -11 23 -8 19 -18 -6 -2 -16 -14 -12 -4
right_child=1 4 9 5 12 -7 15 -9 -10 10 22 -13 21 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0074510928385186697 -0.0089767316473539673 -0.031619086015043228 0.0036795750695359664 -0.012714673761344678 0.0040574813307155391 0.0071653741742007853 0.0071633198766877966 0.0043325733017166483 0.0010625292988051822 0.0019529067799629258 0.0029978339914044491 -0.028848522748083073 -0.028019800229212733 -0.0072363498706527821 0.0047013799810068334 -0.0096050064815299159 0.0099194564398427387 -0.00054192927268653711 -0.012106724992919196 0.0014605743382521822 -0.0042682028633779737 -0.0085529275174706116 0.018591268709417106 0.011101759479795026
leaf_weight=6.9153725849464598 12.702361302450299 14.49154253862798 15.518483904190361 67.953185157384723 5.8850197391584533 9.2284917398355883 9.3342169746756518 5.1196208680048576 16.250997726339847 153.37973035592586 5.1882527731358987 11.624855821952222 5.8450422473251802 16.479862415697426 39.809423026628792 5.1051817703992137 22.7238385155797 23.403137629851699 7.2691118605434895 18.853371121920645 8.3240510374307615 5.0253822882659733 7.1676995754241943 53.135125263594091
leaf_count=482 773 1747 686 5042 368 481 423 309 908 7402 222 1201 594 1211 1639 338 970 1154 617 925 399 376 214 1985
internal_value=-0.00123122 -0.00696636 0.00233052 -0.0037591 -0.020633 -0.00820793 -0.00975175 -0.0160858 -0.0100158 0.00391409 0.00191249 -0.0219131 -0.0128077 0.000994962 0.00695186 0.000672759 0.00156448 0.00460676 -0.00474604 -0.00273393 0.00299315 -0.0209202 0.0131327 0.00957274
internal_weight=546.733 209.631 337.102 171.115 38.5161 93.4327 38.0992 23.6598 84.2042 299.003 182.216 18.5402 24.0246 169.86 116.787 14.4394 77.6827 46.127 13.1541 31.5557 48.1335 10.8704 12.356 68.6536
internal_count=30466 13955 16511 10253 3702 6431 2753 1992 5950 13758 9049 1683 1955 8613 4709 761 3822 2124 985 1698 2038 970 436 2671
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=2
num_cat=0
split_feature=0
split_gain=620.243
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050379091417550481 0.056414770703522701
leaf_weight=293.41961785079911 251.61023922264576
leaf_count=27888 2504
internal_value=-0.00105607
internal_weight=545.03
internal_count=30392
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=2
num_cat=0
split_feature=0
split_gain=590.831
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050343213069875284 0.056059642974574664
leaf_weight=280.0319372327067 242.51169183850288
leaf_count=27909 2517
internal_value=-0.000939506
internal_weight=522.544
internal_count=30426
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=2
num_cat=0
split_feature=0
split_gain=558.279
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050305593377886426 0.055700332220503038
leaf_weight=266.2143078497611 231.06739941611886
leaf_count=27931 2508
internal_value=-0.00102581
internal_weight=497.282
internal_count=30439
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=2
num_cat=0
split_feature=0
split_gain=530.639
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050269744339826075 0.055384552942219979
leaf_weight=253.2865804345347 222.10930738225579
leaf_count=27921 2514
internal_value=-0.000883954
internal_weight=475.396
internal_count=30435
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=2
num_cat=0
split_feature=0
split_gain=500.229
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.05023559349293566 0.055073634267034183
leaf_weight=241.294769434724 209.93340053409338
leaf_count=27923 2484
internal_value=-0.0012161
internal_weight=451.228
internal_count=30407
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=2
num_cat=0
split_feature=0
split_gain=479.925
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050202115037905629 0.054757158532053297
leaf_weight=230.3160356618464 204.81339332461357
leaf_count=28004 2542
internal_value=-0.000774535
internal_weight=435.129
internal_count=30546
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=2
num_cat=0
split_feature=0
split_gain=452.672
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050166884270667636 0.054476947420095789
leaf_weight=217.9806190514937 194.70897903293371
leaf_count=27862 2527
internal_value=-0.000770983
internal_weight=412.69
internal_count=30389
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=2
num_cat=0
split_feature=0
split_gain=430.957
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050134137362078827 0.054227794993322399
leaf_weight=207.96409906214103 186.84316054731607
leaf_count=27926 2531
internal_value=-0.000719831
internal_weight=394.807
internal_count=30457
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=2
num_cat=0
split_feature=0
split_gain=408.952
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050101884450795581 0.053973597300144609
leaf_weight=198.24042090587318 178.35265709459782
leaf_count=27963 2532
internal_value=-0.000786594
internal_weight=376.593
internal_count=30495
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=2
num_cat=0
split_feature=0
split_gain=386.003
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050068469900793944 0.053733744987172573
leaf_weight=187.92863278952427 169.27926043048501
leaf_count=27840 2513
internal_value=-0.000850415
internal_weight=357.208
internal_count=30353
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=2
num_cat=0
split_feature=0
split_gain=366.949
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050036493360348072 0.053507995941681256
leaf_weight=179.12255794345401 161.98649783432484
leaf_count=27891 2519
internal_value=-0.000837804
internal_weight=341.109
internal_count=30410
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=2
num_cat=0
split_feature=0
split_gain=350.481
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050006062643850928 0.053294525225819206
leaf_weight=171.35486597777344 155.81752708554268
leaf_count=28024 2536
internal_value=-0.000780908
internal_weight=327.172
internal_count=30560
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=2
num_cat=0
split_feature=0
split_gain=330.591
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04997403368221931 0.053073408823385564
leaf_weight=163.04551853169687 147.09283911064267
leaf_count=27997 2514
internal_value=-0.00107098
internal_weight=310.138
internal_count=30511
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=2
num_cat=0
split_feature=0
split_gain=316.539
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049941998272007779 0.052892812174592269
leaf_weight=155.12477927771397 142.71437565609813
leaf_count=27985 2547
internal_value=-0.000638223
internal_weight=297.839
internal_count=30532
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=2
num_cat=0
split_feature=0
split_gain=298.626
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04990871917813966 0.052693645601787679
leaf_weight=147.28116743941791 134.92306789383292
leaf_count=27932 2530
internal_value=-0.000823579
internal_weight=282.204
internal_count=30462
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=2
num_cat=0
split_feature=0
split_gain=284.212
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049877025645423526 0.052512886731698377
leaf_weight=140.42484377068467 129.13993336074054
leaf_count=27984 2541
internal_value=-0.000793995
internal_weight=269.565
internal_count=30525
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=2
num_cat=0
split_feature=0
split_gain=268.368
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049845584325592489 0.052347916998351153
leaf_weight=133.98528568935581 121.57955819927156
leaf_count=28034 2496
internal_value=-0.00119516
internal_weight=255.565
internal_count=30530
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=19
num_cat=0
split_feature=9 6 2 2 4 12 12 4 12 2 8 7 9 4 8 5 8 10
split_gain=1.85763 0.980883 0.855018 0.799337 0.748963 0.381516 0.33235 0.315977 0.304675 0.219462 0.189826 0.159206 0.146283 0.101076 0.085249 0.0642828 0.0453433 0.0290986
threshold=64.110000000000014 26.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 247.38500000000002 5383.7900000000009 5383.7900000000009 2855.5500000000006 1124.9950000000001 7.5000000000000009 0.55615000000000014 1.5000000000000002 1846.4250000000004 1080.1550000000004 0.84315000000000007 1.0000000180025095e-35 1.3680500000000004 699.50000000000011
decision_type=8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=2 -2 6 11 9 13 7 10 -9 14 -1 12 -3 -6 -4 16 -8 -5
right_child=1 3 4 17 5 -7 15 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00674023546601972 -0.02747163135082635 -0.003755786582016789 0.0023895046721243512 -0.0092018393059320486 -0.0047699761331600364 0.0015860634124128189 0.011628442551712409 -0.01089737025313227 0.0012393574914074544 0.0095024888651995907 0.0011808631223972565 -0.0075926173301722362 0.0044075047855922133 -0.012074748014358476 -0.0026731444006014666 0.0027880676115092295 0.0037343001363602957 -0.020147845601501707
leaf_weight=36.973538046469912 5.7357133056502789 7.545067646307877 20.89733543782495 6.9366681673563999 12.631301473593341 8.7649153603706491 18.024715658510111 6.2849657058250186 15.417137876385821 7.7044777809642246 30.866420960053802 5.6621899607125661 13.12454332760535 19.070611058501527 11.985312416218219 6.7610369436442843 5.7125940090045324 6.1350421323440969
leaf_count=3651 1591 1077 2355 1185 1841 1071 1440 1008 1669 645 3181 957 1546 3249 1416 643 513 1506
internal_value=-0.000409867 -0.00947679 0.00163745 -0.00611854 -0.00227356 -0.0070389 0.00431652 0.00264562 -0.00238041 0.00241244 0.00433731 -0.000747222 0.0011611 -0.009552 0.000372231 0.00882373 0.0101585 -0.0157612
internal_weight=246.234 45.1392 201.094 39.4035 81.054 40.4668 120.04 89.5421 21.7021 40.5871 67.84 26.3318 20.6696 31.7019 32.8826 30.4983 23.7373 13.0717
internal_count=30544 7862 22682 6271 10577 6161 12105 9509 2677 4416 6832 3580 2623 5090 3771 2596 1953 2691
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=2
num_cat=0
split_feature=0
split_gain=254.078
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049808888963158909 0.052192316697224572
leaf_weight=126.35448280069977 116.26492493227124
leaf_count=27831 2500
internal_value=-0.000895073
internal_weight=242.619
internal_count=30331
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=2
num_cat=0
split_feature=0
split_gain=242.781
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049775512820071977 0.052039730963137909
leaf_weight=120.23980150837451 112.23272200860083
leaf_count=27801 2531
internal_value=-0.000587533
internal_weight=232.473
internal_count=30332
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=2
num_cat=0
split_feature=0
split_gain=230.312
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049743505354578756 0.051874450458622545
leaf_weight=114.95776345138438 106.40340428054333
leaf_count=27952 2521
internal_value=-0.0008619
internal_weight=221.361
internal_count=30473
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=2
num_cat=0
split_feature=0
split_gain=219.215
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049709692720790115 0.051730962608730904
leaf_weight=109.56344716181047 101.75248933397233
leaf_count=27989 2529
internal_value=-0.000827021
internal_weight=211.316
internal_count=30518
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=2
num_cat=0
split_feature=0
split_gain=209.071
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049674519714278019 0.051596224261490325
leaf_weight=104.27755512204021 97.784242833033204
leaf_count=27995 2547
internal_value=-0.000628961
internal_weight=202.062
internal_count=30542
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=2
num_cat=0
split_feature=0
split_gain=197.638
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049637556159961432 0.051454990380082166
leaf_weight=99.026199670741335 92.575490036979318
leaf_count=27904 2528
internal_value=-0.000753525
internal_weight=191.602
internal_count=30432
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=2
num_cat=0
split_feature=0
split_gain=187.019
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049602219752058793 0.051312888843483444
leaf_weight=94.507267987588421 87.405886912718415
leaf_count=28008 2510
internal_value=-0.00107161
internal_weight=181.913
internal_count=30518
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=2
num_cat=0
split_feature=0
split_gain=179.248
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049561580762110223 0.051204853386931641
leaf_weight=89.481696793460287 85.154434602707624
leaf_count=27833 2558
internal_value=-0.000386542
internal_weight=174.636
internal_count=30391
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=2
num_cat=0
split_feature=0
split_gain=168.967
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049526260228299382 0.051066337049875524
leaf_weight=85.608151214430109 79.586792720481753
leaf_count=27961 2510
internal_value=-0.00101751
internal_weight=165.195
internal_count=30471
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=15
num_cat=0
split_feature=7 1 1 12 4 4 12 12 4 2 6 4 6 11
split_gain=1.17542 0.635143 0.425713 0.223183 0.192794 0.152279 0.143188 0.13105 0.101145 0.0865596 0.0604186 0.0584997 0.0433851 0.105809
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7387.0650000000014 19.500000000000004 247.38500000000002 5564.5150000000012 356.45500000000004 1080.1550000000004 1.0000000180025095e-35 134.22500000000002 430.71000000000009 19.955000000000002 96.180000000000021
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=1 3 5 7 12 -2 8 11 -6 -9 -5 -1 -3 -14
right_child=2 4 -4 10 6 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=0.00096846987156625646 0.00032348382712721433 -0.0023411682330052464 -0.019234860981308725 0.011110420703271612 -0.0027671561490430225 -0.0096636410680671046 0.00050327788706747514 0.004253425579851775 -0.010557328611976552 0 0.0023105729309833125 -0.0052509069089357154 0.0067263010495736538 -0.001510578748199271
leaf_weight=5.0613888849038613 6.8365331669338065 7.9707229009363827 8.9113176029641163 10.931658226530997 10.266794226830831 5.5658027060562745 5.4310444239526978 46.921558425528929 13.117861023172734 13.641071503283454 5.0106351452413938 6.3322118236683309 5.7648202658165228 6.9125739764422178
leaf_count=827 1328 1532 3380 1278 2365 1605 1068 6927 3630 2342 692 1374 901 1268
internal_value=-0.000607763 0.00108058 -0.0112737 0.00364406 -0.00335765 -0.004172 -0.00593604 0.00229587 -0.00759592 0.00325081 0.00893939 -0.00222942 0.000117686 0.00208736
internal_weight=158.676 137.362 21.3137 87.8985 49.4638 12.4023 28.8157 71.9562 23.3847 60.5626 15.9423 11.3936 20.6481 12.6774
internal_count=30517 24204 6313 13440 10764 2933 7063 11470 5995 9269 1970 2201 3701 2169
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=15
num_cat=0
split_feature=1 10 8 12 11 5 10 6 8 6 6 8 8 11
split_gain=0.921496 0.58677 0.316629 0.251755 0.215424 0.152675 0.10259 0.0993905 0.0633562 0.111577 0.0425779 0.0343144 0.0211814 0.0127097
threshold=1.0000000180025095e-35 550.50000000000011 0.27925000000000005 5000.1550000000016 80.965000000000018 1.0000000180025095e-35 45.000000000000007 55.305000000000007 0.38175000000000003 94.050000000000026 71.095000000000013 0.71225000000000016 0.65440000000000009 32.580000000000005
decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10
left_child=2 3 5 4 10 13 8 -7 -4 -10 -2 -5 -6 -1
right_child=1 -3 6 11 12 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0 -0.0095916124290930313 -0.018984851657054307 0.0085130574019521114 0 0.00066099770690877596 -0.0086785962818194014 -0.0015510825943897705 0 0.0012990904455555403 0.0062074013150233498 -0.0021731286181293961 0.005062532333570402 -0.0025135178455229627 0.0022846032011286268
leaf_weight=6.9246320137754145 18.969589897198606 6.4579306538216761 10.573868136620147 6.2641914268024248 8.6183183207176643 8.632718537701292 5.6486134197330093 5.1923774441238484 29.388760642614219 23.587883238680657 5.0001720467116675 5.3546714240219444 7.7453889120370141 9.1607898429501784
leaf_count=1249 5070 2633 1468 1260 1634 2188 1189 968 4575 3154 1120 858 1571 1475
internal_value=-0.000695944 -0.00564892 0.00220042 -0.00356956 -0.00544846 -0.00194231 0.00406445 -0.00567256 0.00465734 0.00365166 -0.00839334 0.00247149 -0.000611851 0.00111547
internal_weight=157.52 58.4103 99.1096 51.9523 40.3335 29.9105 69.1991 13.8251 63.5505 52.9766 23.9698 11.6189 16.3637 16.0854
internal_count=30412 14146 16266 11513 9395 5880 10386 3156 9197 7729 6190 2118 3205 2724
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=2
num_cat=0
split_feature=0
split_gain=160.52
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049486280394636289 0.050949603567179771
leaf_weight=81.413107718341053 75.90404586493969
leaf_count=28041 2513
internal_value=-0.0009796
internal_weight=157.317
internal_count=30554
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=15
num_cat=0
split_feature=7 2 2 4 4 12 5 12 4 11 12 6 4 4
split_gain=0.819876 0.465944 0.418356 0.31432 0.235896 0.267794 0.228352 0.159547 0.14454 0.0795866 0.0789907 0.0655424 0.0954947 0.0469062
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 287.10500000000008 1056.4550000000002 3664.0050000000006 1.0000000180025095e-35 683.00500000000011 1029.3650000000002 66.890000000000015 710.0150000000001 35.305000000000007 6685.2850000000008 3320.2250000000004
decision_type=10 10 10 10 10 10 8 10 10 8 8 10 10 10
left_child=1 7 4 10 6 -6 -3 8 9 -1 -2 13 -13 -9
right_child=3 2 -4 -5 5 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.005272032080344379 -0.0071900885506657993 0.0004667308021523188 0.0054609535268685672 -0.016438161134267756 -0.015351587853913679 -0.0013437212852187104 -0.0094788319265881101 0.0033332544394983152 -0.0070822144672841904 -0.0019493428433946941 0.00030463714815627161 0.0035671894469221626 0.010836951045098899 -0.0027250294028004331
leaf_weight=6.6009100354276606 5.0554620984476069 18.982727542985234 9.4171849885024113 9.9001071326201764 9.4041615703608858 6.6431829736102364 6.76919220550917 5.3417812269180995 5.9694970248965538 5.5985396474134186 5.4575954404426748 43.068239748245105 5.6721167217474422 5.3029994480311871
leaf_count=1105 1476 3608 1542 3723 2860 1458 1703 813 1510 1061 1174 6732 735 1031
internal_value=-0.00124415 0.000222691 -0.00339777 -0.0103091 -0.00559138 -0.010265 -0.00221727 0.0026901 -0.00115552 0.0016826 -0.00317657 0.00394912 0.00471459 0
internal_weight=149.184 128.771 51.2164 20.4132 41.7993 16.0473 25.7519 77.5541 18.1689 12.1994 10.5131 59.3851 48.7404 10.6448
internal_count=30531 24158 11171 6373 9629 4318 5311 12987 3676 2166 2650 9311 7467 1844
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=2
num_cat=0
split_feature=0
split_gain=153.895
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049442690584402454 0.050849293991298228
leaf_weight=77.184112977818586 73.885937158018351
leaf_count=27976 2568
internal_value=-0.000346787
internal_weight=151.07
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=2
num_cat=0
split_feature=0
split_gain=145.054
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049403096845859445 0.050719676487955771
leaf_weight=73.718007582006976 69.122938776388764
leaf_count=28043 2519
internal_value=-0.000901608
internal_weight=142.841
internal_count=30562
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=2
num_cat=0
split_feature=0
split_gain=137.795
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049357180763734951 0.050614495049847955
leaf_weight=69.94940395001322 66.031885650940239
leaf_count=27946 2517
internal_value=-0.000759794
internal_weight=135.981
internal_count=30463
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=2
num_cat=0
split_feature=0
split_gain=129.54
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049312604782131599 0.050483612995258054
leaf_weight=66.632244447129779 61.625522969290614
leaf_count=27979 2464
internal_value=-0.00130406
internal_weight=128.258
internal_count=30443
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=11
num_cat=0
split_feature=9 12 4 2 2 11 4 6 4 12
split_gain=0.740526 0.266011 0.275297 0.249891 0.173044 0.156517 0.123046 0.0480854 0.0248141 0.0415942
threshold=1.0000000180025095e-35 5000.1550000000016 4437.8100000000013 1.0000000180025095e-35 1.0000000180025095e-35 47.715000000000011 335.71000000000004 4.8750000000000009 1479.7700000000002 8758.2300000000014
decision_type=8 10 10 10 10 10 10 10 10 10
left_child=1 2 4 5 7 -2 -6 -1 -3 -10
right_child=3 8 -4 -5 6 -7 -8 -9 9 -11
leaf_value=-0.00038324425584893994 -0.0097323608083179896 0.0071567319853790062 -0.0072394153958223462 -0.015624747625525334 0.0006531790215635251 0 -0.0057848303816738604 0.0039983621056446129 0 0.0051814402365221784
leaf_weight=5.0463648691074914 5.591123768012042 14.932461421703922 10.828706767875699 7.6137011819519094 16.537424509064298 9.2517082791309786 10.797737623914143 32.009022301295772 5.2587872662115824 5.8769835119601339
leaf_count=1077 2120 2602 3226 3392 3678 2361 3274 6376 1202 1116
internal_value=-0.000503415 0.00129583 -0.000167424 -0.00854112 0.00103795 -0.00383505 -0.00182786 0.00327588 0.00555293 0.0025778
internal_weight=123.744 101.287 75.2193 22.4565 64.3905 14.8428 27.3352 37.0554 26.0682 11.1358
internal_count=30424 22551 17631 7873 14405 4481 6952 7453 4920 2318
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=2
num_cat=0
split_feature=0
split_gain=123.701
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049262808296063637 0.050385202164812418
leaf_weight=63.186000342131592 59.496455068700016
leaf_count=27932 2498
internal_value=-0.000880129
internal_weight=122.682
internal_count=30430
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=2
num_cat=0
split_feature=0
split_gain=118.265
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049218074819145752 0.050280806770189701
leaf_weight=60.391165438690223 57.153026441112161
leaf_count=28004 2525
internal_value=-0.000780923
internal_weight=117.544
internal_count=30529
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=2
num_cat=0
split_feature=0
split_gain=112.986
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049163843756015971 0.050188924028883058
leaf_weight=57.239569934317842 55.256427553482354
leaf_count=27928 2558
internal_value=-0.000306897
internal_weight=112.496
internal_count=30486
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=12
num_cat=0
split_feature=3 9 8 4 4 1 1 11 2 6 8
split_gain=0.629081 0.371278 0.254536 0.16023 0.107078 0.0538294 0.044533 0.0317906 0.0294175 0.0234948 0.0209435
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.27555000000000007 2531.0800000000004 659.69500000000016 2.5000000000000004 1.0000000180025095e-35 66.175000000000026 1.0000000180025095e-35 61.795000000000009 0.11875000000000001
decision_type=10 10 10 10 10 8 10 8 10 10 8
left_child=2 3 4 5 -1 7 8 -2 9 -4 -6
right_child=1 -3 6 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=0.0015187378440795804 0.0035124553070382068 -0.015484687668096464 0.0079432833798606401 -0.008696216137890107 -0.0077437909990714067 -0.0043324567387804276 0 -0.00056541876674785015 0.00027638576315519949 0.003760892706581954 -0.0016448245012330555
leaf_weight=8.263421540148558 5.4828067726921326 7.046243493910878 10.852518783416597 8.2537386011099425 5.4959066243609387 6.5594261835794887 6.3625969528220585 13.004244995419869 5.4116423521190873 23.285448205540888 6.0852036571595827
leaf_count=2144 1479 3695 2200 3169 2205 2065 1870 3539 1280 4986 1727
internal_value=-0.000759769 -0.00563445 0.0021959 -0.00301372 -0.0022974 -0.000687179 0.00425218 0.000505582 0.00486453 0.005421 -0.00532202
internal_weight=106.103 40.3465 65.7567 33.3002 19.8445 25.0465 45.9122 18.4871 39.5496 34.138 11.5811
internal_count=30359 13947 16412 10252 6076 7083 10336 5018 8466 7186 3932
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=2
num_cat=0
split_feature=0
split_gain=106.75
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049112892813303902 0.05007347771580594
leaf_weight=54.539149175980128 52.024698440916836
leaf_count=27932 2528
internal_value=-0.000628066
internal_weight=106.564
internal_count=30460
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=2
num_cat=0
split_feature=0
split_gain=100.681
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049058945024397733 0.049953233385128026
leaf_weight=51.925311349856202 48.862217255868018
leaf_count=27927 2488
internal_value=-0.000989129
internal_weight=100.788
internal_count=30415
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=2
num_cat=0
split_feature=0
split_gain=95.9592
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049010107408210379 0.04984182716394614
leaf_weight=49.767652188136708 46.535420589148998
leaf_count=28079 2495
internal_value=-0.00117032
internal_weight=96.3031
internal_count=30574
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=2
num_cat=0
split_feature=0
split_gain=91.5894
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048947937463970914 0.049754044897673717
leaf_weight=47.211258000286762 44.858685877174139
leaf_count=28016 2514
internal_value=-0.00078636
internal_weight=92.0699
internal_count=30530
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=2
num_cat=0
split_feature=0
split_gain=87.8522
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048886796031583975 0.049675394743556249
leaf_weight=44.921969086688478 43.532129345461726
leaf_count=27970 2553
internal_value=-0.000311074
internal_weight=88.4541
internal_count=30523
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=2
num_cat=0
split_feature=0
split_gain=82.6255
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048822895037503637 0.049541154314880445
leaf_weight=42.739556401909795 40.70272658765316
leaf_count=27961 2513
internal_value=-0.000763724
internal_weight=83.4423
internal_count=30474
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=2
num_cat=0
split_feature=0
split_gain=78.279
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048759481718097283 0.049426385643414471
leaf_weight=40.761969952262007 38.495789202861488
leaf_count=27979 2491
internal_value=-0.000986296
internal_weight=79.2578
internal_count=30470
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=10
num_cat=0
split_feature=10 2 2 4 4 12 8 12 11
split_gain=0.29705 0.184741 0.152322 0.0890947 0.0804393 0.0574322 0.0562681 0.0174425 0.00173573
threshold=69.000000000000014 1.0000000180025095e-35 4.5000000000000009 1056.4550000000002 8.3400000000000016 710.0150000000001 0.57015000000000016 972.21500000000015 140.34500000000006
decision_type=10 10 10 10 10 10 10 8 8
left_child=1 4 3 7 8 -6 -7 -3 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.0062948667680601776 -0.0084137459375813774 -0.0033796395670498657 0.0034786494524661027 -0.0088577593482006608 -0.002941694501099944 0.0041929833323936846 -0.00095322282978611774 0 0.0018402106279183227
leaf_weight=10.548232596134765 9.8998653506278043 5.2794375402154445 5.9595670349081038 7.7453807868296272 6.4846737394691472 11.493755390052685 6.440888689714483 7.0760267549194404 5.1827849213732398
leaf_count=2915 6146 2388 2044 4155 2828 3676 2214 2599 1560
internal_value=-0.000739117 0.000442116 -0.0026841 -0.00482648 0.00260868 0.000522267 0.00212802 -0.00145097 0.00532378
internal_weight=76.1106 66.2107 26.0604 20.1008 40.1503 24.4193 17.9346 12.3555 15.731
internal_count=30525 24379 11186 9142 13193 8718 5890 4987 4475
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=2
num_cat=0
split_feature=0
split_gain=74.9964
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048696220543458291 0.049336344646385893
leaf_weight=38.953168754291255 37.123453159816563
leaf_count=28083 2525
internal_value=-0.000774508
internal_weight=76.0766
internal_count=30608
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=10
num_cat=0
split_feature=1 4 12 4 5 3 8 8 5
split_gain=0.374462 0.180816 0.085865 0.0486952 0.0410856 0.027479 0.0191755 0.0168167 0.00106701
threshold=1.0000000180025095e-35 1.0000000180025095e-35 750.32500000000016 616.86000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.57015000000000016 0.30065000000000003 1.0000000180025095e-35
decision_type=10 10 10 10 10 10 10 10 10
left_child=2 6 3 -1 -3 7 -2 -4 -9
right_child=1 4 5 -5 -6 -7 -8 8 -10
leaf_value=0.00095118533299575934 -0.0021367432755138205 -0.0039371784069373522 0.00015179340337387123 -0.0045460402651028402 -0.011463269298418163 0 0.0018030563100798248 0.0051970112126915992 0.0017118034343624041
leaf_weight=7.1285521482932364 5.1637218687683362 7.5501383394002906 5.2750016790814724 5.5737060966785066 8.3672757595777494 5.2250311598181716 5.08958882431034 15.747203580802308 6.6902632149867705
leaf_count=2716 2344 3984 1868 2841 5811 1960 1871 4643 2282
internal_value=-0.000750008 -0.00545563 0.0019002 -0.00125181 -0.0086327 0.00326417 0 0.00387121 0.00448852
internal_weight=71.8105 26.1707 45.6398 12.7023 15.9174 32.9375 10.2533 27.7125 22.4375
internal_count=30320 14010 16310 5557 9795 10753 4215 8793 6925
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=2
num_cat=0
split_feature=0
split_gain=71.2721
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048619480654883813 0.04923617464560557
leaf_weight=36.935469706309959 35.519065389409661
leaf_count=27995 2535
internal_value=-0.000562848
internal_weight=72.4545
internal_count=30530
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=9
num_cat=0
split_feature=10 3 4 12 4 12 4 5
split_gain=0.332862 0.186113 0.148767 0.0622732 0.0267164 0.0143931 0.00900111 0.00262462
threshold=1.0000000180025095e-35 1.0000000180025095e-35 335.71000000000004 1233.6450000000002 907.24500000000012 1580.7600000000002 2531.0800000000004 1.0000000180025095e-35
decision_type=10 10 10 10 10 10 10 10
left_child=1 3 5 4 -1 -3 -4 -5
right_child=-2 2 6 7 -6 -7 -8 -9
leaf_value=0.0015237863643246426 -0.0095504933550012751 -0.00056362086869096739 -0.0029283007533483832 0.0046542425450503246 -0.0027102947627605707 0.0023640430377921775 -0.0092659255408258281 0.0011319372177511446
leaf_weight=8.6591406627558154 8.7348066583508608 6.0882994020357746 5.5397281912737508 17.840172267751772 5.0393470542039713 5.6849092560587451 5.4432665396016091 5.6503659246372981
leaf_count=3217 6186 2643 2941 5782 2422 2078 3365 1947
internal_value=-0.00095368 0.0003531 -0.00303267 0.00258097 0 0.000533014 -0.00699768 0.00409197
internal_weight=68.68 59.9452 22.7562 37.189 13.6985 11.7732 10.983 23.4905
internal_count=30581 24395 11027 13368 5639 4721 6306 7729
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=2
num_cat=0
split_feature=0
split_gain=67.837
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048543355832638087 0.049137922619534757
leaf_weight=35.121516708983108 33.99052076227963
leaf_count=27973 2534
internal_value=-0.000415023
internal_weight=69.112
internal_count=30507
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=2
num_cat=0
split_feature=0
split_gain=64.5028
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048467463347355272 0.049027058461141963
leaf_weight=33.47663692291826 32.399306769948453
leaf_count=27995 2537
internal_value=-0.000426542
internal_weight=65.8759
internal_count=30532
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=2
num_cat=0
split_feature=0
split_gain=60.9614
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048391876711612901 0.048890536507727372
leaf_weight=31.976850727689452 30.469984570518136
leaf_count=28062 2510
internal_value=-0.000823166
internal_weight=62.4468
internal_count=30572
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=8
num_cat=0
split_feature=1 5 11 3 1 5 12
split_gain=0.185578 0.105739 0.0515551 0.0366657 0.0240788 0.0136002 0.000951348
threshold=1.0000000180025095e-35 1.0000000180025095e-35 31.105000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1506.8850000000002
decision_type=10 10 10 10 10 10 10
left_child=2 4 -1 5 -2 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.0022640726080206254 0.0011352054439340493 -0.0077328408058958955 0.0041638711776503202 -0.00058152455810765019 -0.0027355442552819235 0 0.0013565006420854671
leaf_weight=5.1389601173577821 6.4918485669768433 9.5951308077783306 17.150744134734854 5.2272601889562784 6.097703380859457 5.066647765459491 5.0210852766758762
leaf_count=2920 3335 7358 6389 2513 3483 2444 2061
internal_value=-0.000410641 -0.00400444 0.00162879 0.00244364 -0.000434988 0.00320129 0.000885856
internal_weight=59.7894 22.1847 37.6047 32.4657 12.5896 27.2385 10.0877
internal_count=30503 14176 16327 13407 6818 10894 4505
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=2
num_cat=0
split_feature=0
split_gain=58.1424
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048303461628430813 0.048795635053145256
leaf_weight=30.368977078236639 29.315197124145925
leaf_count=28028 2523
internal_value=-0.000510527
internal_weight=59.6842
internal_count=30551
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=2
num_cat=0
split_feature=0
split_gain=55.254
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048219230684357288 0.048677833949220914
leaf_weight=28.976376746315509 27.890610757283866
leaf_count=28058 2512
internal_value=-0.000589377
internal_weight=56.867
internal_count=30570
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=2
num_cat=0
split_feature=0
split_gain=52.7468
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04812762657818051 0.048573485651573572
leaf_weight=27.588969194388483 26.826769984327257
leaf_count=28003 2545
internal_value=-0.000347844
internal_weight=54.4157
internal_count=30548
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=2
num_cat=0
split_feature=0
split_gain=50.0894
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048031830146594789 0.048452974826792623
leaf_weight=26.267376353236614 25.546372678130865
leaf_count=28005 2539
internal_value=-0.000349365
internal_weight=51.8137
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=2
num_cat=0
split_feature=0
split_gain=47.3375
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047933452960064932 0.048307160083977244
leaf_weight=25.027737702534068 24.094604413956404
leaf_count=27971 2509
internal_value=-0.000605524
internal_weight=49.1223
internal_count=30480
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=2
num_cat=0
split_feature=0
split_gain=45.2467
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04782559251857902 0.048207624876626179
leaf_weight=23.790042921027634 23.276080518960953
leaf_count=27920 2547
internal_value=-0.000214419
internal_weight=47.0661
internal_count=30467
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=2
num_cat=0
split_feature=0
split_gain=42.4159
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047703639379875359 0.04803425197710029
leaf_weight=22.519663663319079 21.766764134168625
leaf_count=27701 2496
internal_value=-0.00051647
internal_weight=44.2864
internal_count=30197
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=2
num_cat=0
split_feature=0
split_gain=40.5566
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047615276535161372 0.047902451445389425
leaf_weight=21.682044771936489 20.785160212777555
leaf_count=27946 2502
internal_value=-0.000723517
internal_weight=42.4672
internal_count=30448
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=2
num_cat=0
split_feature=0
split_gain=39.0137
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04749566897725789 0.047828016255647254
leaf_weight=20.632465139293345 20.304810625500977
leaf_count=27902 2552
internal_value=-8.30186e-05
internal_weight=40.9373
internal_count=30454
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=5
num_cat=0
split_feature=5 6 4 11
split_gain=0.099294 0.093901 0.0324959 0.00155427
threshold=1.0000000180025095e-35 55.895000000000003 962.71000000000015 78.455000000000013
decision_type=10 8 10 10
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0032398578951551627 -0.0080317363092596971 0.00033559600023480443 -3.3887389682964461e-05 -0.00072797129520097261
leaf_weight=14.279160457430409 5.2649693360435759 5.0754187680140586 9.3487789276696258 5.0411153133609332
leaf_count=8974 6182 4148 7136 3984
internal_value=-8.81252e-05 -0.00321567 0.00179275 0
internal_weight=39.0094 15.3815 23.6279 10.1165
internal_count=30424 14314 16110 8132
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=2
num_cat=0
split_feature=0
split_gain=37.0251
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047373387525247293 0.047683547354465741
leaf_weight=19.654185754159698 19.323634383268654
leaf_count=27902 2541
internal_value=-0.000108954
internal_weight=38.9778
internal_count=30443
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=2
num_cat=0
split_feature=0
split_gain=34.9717
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047251378370892418 0.047503825336001837
leaf_weight=18.761718504625605 18.194700384046882
leaf_count=27913 2514
internal_value=-0.000446479
internal_weight=36.9564
internal_count=30427
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=2
num_cat=0
split_feature=0
split_gain=33.2528
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047113902792794315 0.047365266280543362
leaf_weight=17.842362896219129 17.413543360773474
leaf_count=27821 2520
internal_value=-0.000291673
internal_weight=35.2559
internal_count=30341
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=2
num_cat=0
split_feature=0
split_gain=31.5166
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046989792416058163 0.0471839923115875
leaf_weight=17.083299863705179 16.461638048756868
leaf_count=27926 2501
internal_value=-0.000602714
internal_weight=33.5449
internal_count=30427
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=5
num_cat=0
split_feature=1 4 12 11
split_gain=0.117123 0.0572641 0.0253564 0.012056
threshold=1.0000000180025095e-35 225.66500000000002 1124.9950000000001 88.155000000000015
decision_type=10 10 10 10
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=-0.00032099580187492082 0 -0.0074953672145829028 0.0039835532957082824 0
leaf_weight=7.3922287218447371 5.4281141994579212 6.2059565547970124 7.684354550263377 5.2322824649163522
leaf_count=6971 5324 8753 5606 3737
internal_value=-0.000652118 -0.00455102 0.00145551 0.0027815
internal_weight=31.9429 11.6341 20.3089 12.9166
internal_count=30391 14077 16314 9343
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=2
num_cat=0
split_feature=0
split_gain=29.9392
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046844084462974389 0.047027480143379513
leaf_weight=16.264729260583412 15.717476554447783
leaf_count=27891 2507
internal_value=-0.000532701
internal_weight=31.9822
internal_count=30398
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=4
num_cat=0
split_feature=3 12 6
split_gain=0.0793945 0.0657684 0.0176608
threshold=1.0000000180025095e-35 1166.6500000000003 67.365000000000023
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0016674214462506155 -0.0051241158270919906 0.0038430754405097719 -0.00014897806368019252
leaf_weight=6.9945474249252646 6.3707789483887591 12.044950310693819 5.4155380880692974
leaf_count=7332 8384 9168 5644
internal_value=-0.000217498 0.00158699 -0.00341963
internal_weight=30.8258 19.0395 11.7863
internal_count=30528 16500 14028
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=2
num_cat=0
split_feature=0
split_gain=28.6807
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046702257099655441 0.046907064424297727
leaf_weight=15.535936444386609 15.196604995056985
leaf_count=27926 2534
internal_value=-0.000237307
internal_weight=30.7325
internal_count=30460
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=2
num_cat=0
split_feature=0
split_gain=27.3655
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046564434096540437 0.04675151702879396
leaf_weight=14.884183743735777 14.544218084076418
leaf_count=28010 2529
internal_value=-0.000260357
internal_weight=29.4284
internal_count=30539
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=4
num_cat=0
split_feature=1 12 6
split_gain=0.0744854 0.0231446 0.0127976
threshold=1.0000000180025095e-35 800.03000000000009 63.285000000000004
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0010220670008058723 -0.0057738641679520872 0.0023445545458167794 -0.00062581346545431302
leaf_weight=5.0190271589381217 5.1554018924362008 12.537525125284445 5.0290432663750835
leaf_count=5727 7961 10565 6165
internal_value=-0.000651539 0.00110945 -0.00396207
internal_weight=27.741 17.5566 10.1844
internal_count=30418 16292 14126
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=2
num_cat=0
split_feature=0
split_gain=25.7221
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046394670697220641 0.046521913502662465
leaf_weight=14.147373623200112 13.651457746978847
leaf_count=27948 2490
internal_value=-0.000560563
internal_weight=27.7988
internal_count=30438
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=4
num_cat=0
split_feature=3 4 4
split_gain=0.0658583 0.021621 0.0178156
threshold=1.0000000180025095e-35 327.44000000000005 789.47500000000014
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0028138424349504476 0 -0.0055402302457001175 0
leaf_weight=8.9831409142934771 5.0747020685230364 5.0966976047347998 7.477812919416464
leaf_count=8192 5831 8198 8243
internal_value=-0.000326144 -0.00345146 0.00140574
internal_weight=26.6324 10.1714 16.461
internal_count=30464 14029 16435
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=4
num_cat=0
split_feature=5 3 6
split_gain=0.0509782 0.0180821 0.00920197
threshold=1.0000000180025095e-35 1.0000000180025095e-35 67.105000000000004
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0026934994486002249 -0.0043698351502749061 -3.0726088641371075e-05 -0.00021249434579433688
leaf_weight=10.171162783895857 5.0002021389664133 6.0854379024531218 5.5810402574425098
leaf_count=9027 7869 7122 6483
internal_value=-9.86612e-05 0.00144129 -0.00281648
internal_weight=26.8378 16.2566 10.5812
internal_count=30501 16149 14352
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=2
num_cat=0
split_feature=0
split_gain=24.5019
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046241356275864426 0.046346688498692182
leaf_weight=13.538157445727849 13.049122834578155
leaf_count=27981 2497
internal_value=-0.000584827
internal_weight=26.5873
internal_count=30478
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=2
num_cat=0
split_feature=0
split_gain=23.6334
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04609434996567284 0.046241408283467483
leaf_weight=12.998576597397916 12.722367089241741
leaf_count=28140 2547
internal_value=-0.000213829
internal_weight=25.7209
internal_count=30687
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=2
num_cat=0
split_feature=0
split_gain=22.2324
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045905982684369115 0.045995145739373432
leaf_weight=12.361784367734801 11.965290129883213
leaf_count=28015 2506
internal_value=-0.000475595
internal_weight=24.3271
internal_count=30521
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=2
num_cat=0
split_feature=0
split_gain=21.2331
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045729424562474912 0.045831156922797309
leaf_weight=11.81540569040226 11.514084245543925
leaf_count=28026 2523
internal_value=-0.000308521
internal_weight=23.3295
internal_count=30549
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=2
num_cat=0
split_feature=0
split_gain=20.2171
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045538349600456059 0.045648276289960044
leaf_weight=11.272000709926944 11.042858953354878
leaf_count=28014 2531
internal_value=-0.000176321
internal_weight=22.3149
internal_count=30545
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=3
num_cat=0
split_feature=4 12
split_gain=0.0311642 0.0143219
threshold=247.38500000000002 2029.8550000000002
decision_type=10 8
left_child=-1 -2
right_child=1 -3
leaf_value=0.0012119659379803704 -0.0037689909274228671 0
leaf_weight=9.7219531502050831 6.2813526484242148 5.1555001537490179
leaf_count=12061 11005 7375
internal_value=-0.000496729 -0.0023319
internal_weight=21.1588 11.4369
internal_count=30441 18380
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=2
num_cat=0
split_feature=0
split_gain=19.0877
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045336748908206541 0.045396725567165938
leaf_weight=10.746190844845843 10.441207264317198
leaf_count=27982 2511
internal_value=-0.000366909
internal_weight=21.1874
internal_count=30493
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=2
num_cat=0
split_feature=0
split_gain=18.1024
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045139078443785868 0.045162166653531455
leaf_weight=10.272510114431499 9.9298559089656901
leaf_count=27968 2499
internal_value=-0.000481774
internal_weight=20.2024
internal_count=30467
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=2
num_cat=0
split_feature=0
split_gain=17.3608
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04495297855408515 0.044995839935988359
leaf_weight=9.8602319468045625 9.5984921022318286
leaf_count=28103 2523
internal_value=-0.00030851
internal_weight=19.4587
internal_count=30626
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=2
num_cat=0
split_feature=0
split_gain=16.514
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.044721665029159696 0.044794859507476859
leaf_weight=9.3874447927082674 9.2213760910090041
leaf_count=27943 2542
internal_value=-8.56105e-05
internal_weight=18.6088
internal_count=30485
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=2
num_cat=0
split_feature=0
split_gain=15.6451
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04450398105884628 0.044531346227472832
leaf_weight=8.9787503920088074 8.7576753185130638
leaf_count=28004 2512
internal_value=-0.000244001
internal_weight=17.7364
internal_count=30516
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=3
num_cat=0
split_feature=5 4
split_gain=0.0273301 0.0107785
threshold=1.0000000180025095e-35 247.38500000000002
decision_type=10 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.0026470426400020466 -0.0026189866855418804 0
leaf_weight=5.0617290032823821 6.7294514819222959 5.2528793961973861
leaf_count=6956 14457 9166
internal_value=-0.000110212 0.00117146
internal_weight=17.0441 10.3146
internal_count=30579 16122
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=2
num_cat=0
split_feature=0
split_gain=14.8456
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.044248526288227952 0.044304310246323475
leaf_weight=8.5380049831437663 8.3939758231863362
leaf_count=27853 2528
internal_value=-4.73481e-05
internal_weight=16.932
internal_count=30381
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=2
num_cat=0
split_feature=0
split_gain=14.1162
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.044037682654377887 0.044037478001361791
leaf_weight=8.2026230296469311 7.9953435207717112
leaf_count=27933 2516
internal_value=-0.000240142
internal_weight=16.198
internal_count=30449
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=2
num_cat=0
split_feature=1
split_gain=0.0245162
threshold=1.0000000180025095e-35
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0012122166593885957 -0.0026008613571616569
leaf_weight=9.9043360553332587 5.6918368853221191
leaf_count=16395 14090
internal_value=0
internal_weight=15.5962
internal_count=30485
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=2
num_cat=0
split_feature=1
split_gain=0.0161676
threshold=1.0000000180025095e-35
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.00084584995070613759 -0.0022035338519025933
leaf_weight=9.840899854549205 5.7323975792096471
leaf_count=16352 14089
internal_value=-4.01424e-05
internal_weight=15.5733
internal_count=30441
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=2
num_cat=0
split_feature=5
split_gain=0.0158611
threshold=1.0000000180025095e-35
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0012242539567903646 -0.00182725870896715
leaf_weight=9.4272533309704141 6.1953902337409099
leaf_count=16053 14386
internal_value=0
internal_weight=15.6226
internal_count=30439
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=2
num_cat=0
split_feature=3
split_gain=0.0238317
threshold=1.0000000180025095e-35
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.00090917831679816069 -0.0027538823494192835
leaf_weight=9.5632276721298677 5.8506146352447113
leaf_count=16393 13909
internal_value=-0.000259655
internal_weight=15.4138
internal_count=30302
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=2
num_cat=0
split_feature=0
split_gain=13.6042
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043811589553495567 0.043904917542333964
leaf_weight=7.8681181059218943 7.813152402988635
leaf_count=28018 2560
internal_value=0
internal_weight=15.6813
internal_count=30578
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=2
num_cat=0
split_feature=3
split_gain=0.0183035
threshold=1.0000000180025095e-35
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0012916802787008776 -0.0020701960554506626
leaf_weight=9.2926820186839887 5.6700679113710075
leaf_count=16534 13943
internal_value=0
internal_weight=14.9627
internal_count=30477
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=2
num_cat=0
split_feature=1
split_gain=0.0231122
threshold=1.0000000180025095e-35
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.00098937266261340325 -0.0027355615058318461
leaf_weight=9.4626932161336281 5.3909648424159977
leaf_count=16389 14085
internal_value=-0.000134441
internal_weight=14.8537
internal_count=30474
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=2
num_cat=0
split_feature=8
split_gain=0.0126716
threshold=0.30515000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0019260268214945234 0.00092024646345875846
leaf_weight=5.0637189812841834 9.8462033828691329
leaf_count=12360 18060
internal_value=0
internal_weight=14.9099
internal_count=30420
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=2
num_cat=0
split_feature=0
split_gain=12.8589
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043538805732370719 0.043617130070833766
leaf_weight=7.4953493425709894 7.4329782396089286
leaf_count=27905 2536
internal_value=0
internal_weight=14.9283
internal_count=30441
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=2
num_cat=0
split_feature=0
split_gain=12.2325
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043307652414064139 0.043335210475250609
leaf_weight=7.2032365607810789 7.0916605544043705
leaf_count=28014 2528
internal_value=0
internal_weight=14.2949
internal_count=30542
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=2
num_cat=0
split_feature=0
split_gain=11.5166
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043039082917686843 0.042966024478772333
leaf_weight=6.8879819254216272 6.6819622166221961
leaf_count=28025 2490
internal_value=-0.000303922
internal_weight=13.5699
internal_count=30515
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=2
num_cat=0
split_feature=0
split_gain=11.0385
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042775903082158853 0.042769173268759224
leaf_weight=6.6016505199077073 6.4824676482239738
leaf_count=28020 2527
internal_value=-1.05445e-05
internal_weight=13.0841
internal_count=30547
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=2
num_cat=0
split_feature=0
split_gain=10.4877
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042494053834453815 0.042482319000500562
leaf_weight=6.317158689511416 6.2067536467220634
leaf_count=27998 2523
internal_value=0
internal_weight=12.5239
internal_count=30521
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=2
num_cat=0
split_feature=0
split_gain=10.0055
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042187885946555752 0.04225338296078384
leaf_weight=6.0312253555894131 6.0011691470863298
leaf_count=27859 2537
internal_value=0
internal_weight=12.0324
internal_count=30396
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=2
num_cat=0
split_feature=0
split_gain=9.61116
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.041932605710221511 0.042040309593258482
leaf_weight=5.80941034819989 5.8205904400674626
leaf_count=28000 2569
internal_value=0
internal_weight=11.63
internal_count=30569
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=2
num_cat=0
split_feature=0
split_gain=9.09502
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.041602152495752213 0.041714928845787563
leaf_weight=5.5421323342598043 5.559735668823123
leaf_count=27857 2553
internal_value=0
internal_weight=11.1019
internal_count=30410
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=2
num_cat=0
split_feature=0
split_gain=8.56888
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.041302140877951192 0.041287532498531204
leaf_weight=5.3170268637841218 5.2453402802348137
leaf_count=27860 2515
internal_value=0
internal_weight=10.5624
internal_count=30375
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=2
num_cat=0
split_feature=0
split_gain=7.99289
threshold=25.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.040989448688147079 0.0402592249321626
leaf_weight=5.0983039908169303 5.007581794525322
leaf_count=27858 2679
internal_value=-0.000279629
internal_weight=10.1059
internal_count=30537
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
due_day_my=126
cre_l90_used_limit_amt_min=83
available_limit_amt=76
loan_os_prcp_credit_amount_m3=59
cre_l60_used_limit_rate_min=55
t_ps_od_days_max=48
f_ps_od_days_max=38
loan_os_prcp_credit_amount_m6=38
apprv_amt_day=36
s_ps_od_days_max=30
cre_now_l60_used_amt_m_min=25
suc_apprv_num_m1=24
apprv_num_m3=21

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: 0.05]
[num_leaves: 31]
[num_threads: 2]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 5]
[min_data_in_leaf: 50]
[min_sum_hessian_in_leaf: 5]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.1]
[lambda_l2: 1]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
