tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=47
objective=binary sigmoid:1
feature_names=due_day_my f_ps_od_days_max suc_apprv_num_m1 apprv_amt_day t_ps_od_days_max cre_now_l60_used_amt_m_min cre_l60_used_limit_rate_min s_ps_od_days_max cre_l90_used_limit_amt_min loan_os_prcp_credit_amount_m3 apprv_num_m1 cre_now_l60_limit_left_d_max available_limit_amt loan_os_prcp_credit_amount_m6 cre_now_l30_used_amt_d_min loan_os_prcp_credit_amount_m12 cre_now_l60_used_amt_d_min loan_os_prcp_gt0_m3_num_pc cre_now_l90_limit_left_d_min useratemore50maxcontimonsm12 cre_now_p1m_used_rate_m ps_int_amt_sum cre_now_l60_used_amt_m_max cre_l30_l90_used_amt_m_min avg_tnr cre_now_l30_limit_left_d_min max_loan_os_prcp_m12 suc_apprv_num_m6 useratemore70monthsubcurmonth setl_rem_prcp_paym_m3_num orig_prcp_avg_m12 useratemore70_m6_num shd_pre_repay_amt_rate repay_amount_m6_all_shd_amt_pc cre_now_l30_used_amt_d_max ps_int_amt_avg useratemore90maxcontimonsm12 repay_amount_all_shd_amt_pc min_apply_amt useratemore90_m3_num cre_now_l60_usedrate_m_max min_tnr loan_os_prcp_gt0_m12_num_pc grade_limit_amount end_loan_to_rep_loan_freq shd_pre_repay_cnt last_clear_num_m1 setl_rem_prcp_paym_last_month_lo
feature_infos=[1:179] [0:107] [0:63] [0:316000] [0:196] [0:133000] [0:26.666699999999999] [0:99] [0:148000] [-9998:4935.3500000000004] [0:397] [-15685.8824:309.70909999999998] [0:195506.28] [-9998:4571.6099999999997] [1:8000] [-9998:4920] [1:186225] [0:133.33000000000001] [-1680:728536] [0:12] [-60:9.1311] [0:40772.739999999998] [0:166000] [0:132000] [0:24] [-1680:235044.5] [0:196700] [0:287] [0:99999] [0:3] [0:163133.3333] [0:6] [0:1] [-9998:100] [0:1] [0:1194.0856000000001] [0:12] [-9998:100] [0:199900] [0:3] [0:15.666700000000001] [0:24] [0:114.81] [0:200000] [-99999:3496] [0:11497] [0:56] [-9999:100]
tree_sizes=356 3480 3053 365 364 365 365 364 364 3382 3361 366 365 366 364 367 2962 365 365 3399 367 366 367 3282 367 367 367 365 365 367 2748 366 367 367 3076 366 367 366 367 366 367 366 368 366 2430 3112 366 3107 368 367 368 367 366 367 366 363 2659 367 2559 367 368 368 2536 368 2438 365 368 2205 2341 1880 367 366 368 368 367 367 366 368 367 367 368 368 368 368 368 366 368 367 368 365 366 368 368 368 366 366 365 366 368 1465 1350 367 1144 369 368 1343 369 366 368 369 369 368 369 369 368 369 368 369 368 367 368 369 368 599 368 368 366 368 486 603 369 369 368 369 490 369 368 369 368 368 368 369 368 368 369 368 357 369 356 357 363 369 364 357 377 357

Tree=0
num_leaves=2
num_cat=0
split_feature=0
split_gain=30091.3
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-2.4603079612308836 -1.8046410008384424
leaf_weight=2112.2674178704619 189.7891435995698
leaf_count=27835 2501
internal_value=-2.40601
internal_weight=2302.06
internal_count=30336
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=12 7 21 8 6 21 8 7 4 32 4 5 34 22 20 4 8 37 8 21 22 34 23 30 38 21 19 3 11 22
split_gain=215.797 142.529 119.57 84.1741 56.4565 47.9759 40.8322 32.7815 32.3274 27.5238 26.6514 26.0086 23.1362 21.9779 16.7318 15.4051 14.5551 13.9567 13.0738 11.7087 10.4799 9.48933 8.39249 6.03452 6.9383 4.35498 3.72161 3.46331 3.65583 2.79778
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2918.6400000000003 696.96000000000015 0.21115000000000003 5887.5400000000009 433.50500000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.73915000000000008 7.5000000000000009 1.0000000180025095e-35 0.70595000000000008 124.27500000000002 0.32285000000000003 6.5000000000000009 6675.1350000000011 83.385000000000005 3664.0050000000006 1124.0900000000001 544.53500000000008 0.99995000000000012 1038.3650000000002 1987.6428500000002 2150.0000000000005 9226.5500000000011 3.5000000000000004 843.00000000000011 0.69715000000000005 71.660000000000011
decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10
left_child=3 2 4 13 19 7 25 14 18 -6 -10 16 -8 23 -5 -9 21 26 -7 -2 -19 -3 -18 29 -25 -4 -15 28 -13 -1
right_child=1 11 6 5 9 8 12 15 10 -11 -12 27 -14 17 -16 -17 22 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.044970618677362274 -0.033772814323606064 -0.026164211998081791 -0.03146447464684346 0.041439765218573711 -0.0065823927932935171 0.038462045227482679 0.0058097350446539393 0.0012414293677662318 0.02138321166688115 0.01851515516997022 0.12939519241005501 -0.027252960882642004 0.061500975177374163 0.086619856437830267 0.0075736260604807081 0.041150829066364615 -0.0060665678917590201 0.011904077858141701 0.112988577776588 -0.0077874403641890249 -0.015655909726770095 0.020832906825408878 0.047945929664742565 0.029532002422393455 -0.020833197749251679 0.013069171877915651 0.022564984509322494 -0.049011422486931744 -0.047798373016993481 -0.013975544247434328
leaf_weight=31.997482128441334 168.58804092556238 411.62866551429033 16.798440389335159 222.51217579096556 274.38462141156197 9.1434861570596677 22.898579955101013 146.18569394946098 43.506924889981747 179.97089437395334 5.7391525804996482 69.01064882427454 110.63786637783051 5.3248546496033642 44.637220621109009 28.059256933629513 55.703978642821312 103.01333786547184 31.565967567265034 59.933919996023178 50.54927783459425 10.205767810344694 7.2334233820438376 7.8607278019189826 28.911282889544964 7.0854428857564917 5.4416975453495988 113.84868630021811 38.763296633958817 11.531378813087938
leaf_count=438 2279 5521 227 2779 3607 114 297 1906 555 2304 63 927 1351 62 578 350 732 1328 362 789 671 130 89 99 386 91 69 1563 532 153
internal_value=-0.000881932 -0.0116774 0.00223626 0.0206167 -0.0068272 0.031774 0.0413794 0.024868 0.0649596 0.00336663 0.0363952 -0.0282154 0.0521025 -0.00362812 0.0358492 0.00789485 -0.0216293 0.0068309 0.097693 -0.0270431 0.00275702 -0.0249688 0.000715709 -0.0249139 -0.00943748 -0.0180578 0.0593389 -0.0424374 -0.03506 -0.0373701
internal_weight=2322.67 1546.69 840.298 775.98 682.877 531.35 157.42 441.394 89.9555 454.356 49.2461 706.394 133.536 244.63 267.149 174.245 484.772 164.329 40.7095 228.522 153.563 421.834 62.9374 80.3009 36.772 23.8839 10.7666 221.623 107.774 43.5289
internal_count=30352 20439 10945 9913 8979 6707 1966 5613 1094 5911 618 9494 1648 3206 3357 2256 6472 2130 476 3068 1999 5651 821 1076 485 318 131 3022 1459 591
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=27
num_cat=0
split_feature=1 8 44 4 3 16 9 6 3 20 35 4 13 18 13 6 18 1 22 23 22 42 30 13 40 40
split_gain=347.122 143.637 105.963 57.5068 52.5688 45.6035 30.6856 29.2158 28.6409 23.5043 22.2081 20.4401 17.7061 21.7947 17.002 10.4615 10.1261 9.92942 9.71902 8.33703 8.06608 7.55213 5.12498 4.30867 2.47975 1.29903
threshold=1.0000000180025095e-35 750.32500000000016 868.50000000000011 12.500000000000002 1.0000000180025095e-35 1.0000500000000001 96.085000000000022 0.091950000000000018 1.0000000180025095e-35 1.0000000180025095e-35 15.29095 1.0000000180025095e-35 34.785000000000004 0.50060000000000004 80.745000000000019 0.76215000000000011 710.56925000000012 4.5000000000000009 41.040000000000006 6487.4400000000005 1612.6250000000002 90.085000000000022 1908.7500000000002 95.655000000000015 0.39465000000000006 0.029750000000000002
decision_type=10 10 10 10 10 8 10 10 10 8 8 10 10 8 10 10 8 10 10 10 10 8 10 10 10 8
left_child=1 8 4 5 6 9 -3 25 12 18 17 -9 21 -14 -11 -6 24 -5 -2 23 -21 -1 -18 -7 -10 -4
right_child=3 2 7 10 15 19 -8 11 16 14 -12 -13 13 -15 -16 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.03464619118419842 -0.028234637122851337 0.017588360874136226 -0.024831501623027163 0.060739592704487061 -0.026749203603911743 -0.044048553905389476 0.041202890471490616 0.080800962410785937 -0.039756210111978878 -0.025085476569562476 0.12597985628975927 0.035174305000264854 -0.026856449411429603 0.016519287111660622 -0.0083429083566751074 0.012779343727440096 -0.023612306266439027 -0.013861590799382165 0.022120938387163315 -0.041041880542599989 0.0072010944458212383 -0.0055529345868001153 0.019100194562854639 -0.01920326702110485 -0.010370817558500355 0.0061174728860349352
leaf_weight=34.997997269034386 10.747935600578783 417.00025025010109 6.0370887592434856 7.1665625199675622 62.341425806283951 250.43000377714634 207.67348398268223 118.17450372874737 75.221413642168045 414.09209524095058 6.6774011328816405 34.378150187432766 33.67470671236515 174.59969537705183 242.78416789323092 21.872434385120869 12.301793575286867 9.0068720355629903 51.428865872323513 14.78647471219301 18.34763427823782 61.28826592117548 13.856142468750475 21.910392351448536 9.3881538137793523 5.5471882745623597
leaf_count=483 143 5312 80 85 839 3518 2536 1344 1043 5609 71 425 453 2248 3191 279 170 117 645 205 241 816 179 296 126 71
internal_value=6.73534e-05 0.0174429 0.0289488 -0.0212974 0.0205002 -0.0230684 0.0255003 0.0650619 -0.00674197 -0.0161427 0.0555335 0.0708475 0.00118296 0.0093874 -0.018927 -0.0163945 -0.0283923 0.0205156 0.0130282 -0.0392485 -0.0147531 -0.0164265 -0.000932722 -0.0421456 -0.0367133 -0.0103057
internal_weight=2335.73 1288.35 873.025 1047.38 708.888 1024.53 624.674 164.137 415.328 719.053 22.8508 152.553 304.561 208.274 656.876 84.2139 110.768 16.1734 62.1768 305.475 33.1341 96.2863 26.1579 272.34 84.6096 11.5843
internal_count=30525 16404 10886 14121 8966 13848 7848 1920 5518 9588 273 1769 4000 2701 8800 1118 1518 202 788 4260 446 1299 349 3814 1169 151
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=2
num_cat=0
split_feature=0
split_gain=16993.5
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.054225995380845042 0.34087217791069102
leaf_weight=2017.988943785429 313.55245872586966
leaf_count=27995 2512
internal_value=-0.000966544
internal_weight=2331.54
internal_count=30507
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=2
num_cat=0
split_feature=0
split_gain=12557.5
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.05399909553870938 0.25719643073417625
leaf_weight=1924.0228055790067 388.81895101070404
leaf_count=27951 2488
internal_value=-0.00159235
internal_weight=2312.84
internal_count=30439
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=2
num_cat=0
split_feature=0
split_gain=10423.7
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053786094537812051 0.21032702558936137
leaf_weight=1835.3110810667276 467.99225379526615
leaf_count=27921 2587
internal_value=-5.26214e-05
internal_weight=2303.3
internal_count=30508
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=2
num_cat=0
split_feature=0
split_gain=8510.67
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053585266283699723 0.17987063091301969
leaf_weight=1757.4268887899816 500.78612565994263
leaf_count=28002 2499
internal_value=-0.00175468
internal_weight=2258.21
internal_count=30501
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=2
num_cat=0
split_feature=0
split_gain=7413.62
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053395244211653925 0.15864005217223059
leaf_weight=1680.7957575842738 545.10500258207321
leaf_count=28056 2529
internal_value=-0.00141936
internal_weight=2225.9
internal_count=30585
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=2
num_cat=0
split_feature=0
split_gain=6458.53
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053215160487035999 0.14262041789462221
leaf_weight=1590.7646653689444 571.40365493297577
leaf_count=27823 2513
internal_value=-0.0014167
internal_weight=2162.17
internal_count=30336
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=30
num_cat=0
split_feature=1 3 21 12 12 13 34 3 3 45 34 38 13 21 12 18 44 6 38 7 26 7 38 35 45 26 6 35 15
split_gain=171.007 78.209 47.3198 46.3864 29.4341 22.0699 18.7438 17.5196 15.9487 10.181 8.94248 8.35133 7.1612 7.08895 10.3104 7.73115 7.42335 6.48086 6.13645 6.06377 5.94203 5.59776 5.10091 2.81629 0.770966 0.549945 1.79656 0.390077 0.256695
threshold=1.0000000180025095e-35 45.000000000000007 1850.9350000000002 1.0000000180025095e-35 110.74500000000002 31.105000000000004 0.88205000000000011 598.50000000000011 843.00000000000011 227.50000000000003 0.70595000000000008 1.0000000180025095e-35 159.61500000000004 3385.4450000000002 13109.355000000001 0.24275000000000002 102.50000000000001 0.10185000000000001 7050.0000000000009 12.500000000000002 12442.865000000002 5.5000000000000009 3310.0000000000005 40.194700000000005 565.50000000000011 17012.205000000005 0.5192500000000001 38.900750000000009 94.675000000000026
decision_type=10 10 8 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 8
left_child=1 2 4 7 12 -6 10 17 9 21 -4 -11 -1 15 20 16 -3 22 -8 -19 -15 -5 -2 -17 28 27 -27 -10 -9
right_child=3 13 6 8 5 -7 18 24 25 11 -12 -13 -14 14 -16 23 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.025923941434782927 0.0015214256818863767 0.02147504351859135 0.0070251209588658818 -0.029510944133082379 -0.027991855571439961 0.0043835913943545924 0.0549829297007879 -0.045670259116599221 -0.04893070727416219 0.024216923974982627 0.027992873028163646 -0.015721297843635025 0.0071061772203861564 -0.01709649988465519 -0.0383824856878884 -0.034498353507967906 -0.020465279676056686 0.0028170957906860274 0.025831061661902289 0.036354594117693546 0.041844412158626165 -0.00016611813548990002 -0.040412837278913823 -0.0084320043388728689 -0.014389032300762137 -0.040928696962575395 -0.0071198916790711749 -0.024377987812898714 -0.021426138541528857
leaf_weight=192.11093170195818 13.470386151224377 14.862193044275044 68.935769017785788 289.88236403465271 60.967576287686825 348.4838374517858 78.937501713633537 19.215227771550417 70.07517771795392 13.281025893986223 210.47340162098408 158.67290422320366 70.870579924434423 5.338689196854836 8.7829487286508066 92.267972033470869 30.390913456678391 224.5510149858892 27.966986227780581 13.406904119998215 13.103375066071747 17.588351439684629 14.007703036069868 13.113609280437229 5.046243615448474 18.570112116634849 5.9961177296936503 5.6606334783136836 5.0332139581441941
leaf_count=2260 193 187 917 4966 1029 4806 727 362 1356 170 2374 2547 929 82 148 1613 492 3115 322 142 135 262 250 202 82 347 95 100 84
internal_value=-0.00117693 0.0107843 0.0159414 -0.0180905 0.00789882 -0.000481404 0.0298711 -0.00190996 -0.0262906 -0.02239 0.022881 -0.0124855 0.0209178 -0.0198038 0.00341131 -0.0240274 -0.00641649 0.00217564 0.047713 0.0048718 0.024523 -0.0278545 -0.0203486 -0.0314114 -0.037944 -0.0444801 -0.0334735 -0.0475024 -0.0418839
internal_weight=2111.06 1236.61 1058.75 874.457 672.433 409.451 386.314 294.731 579.727 479.425 279.409 171.954 262.982 177.86 27.225 150.635 45.2531 265.436 106.904 237.958 18.4421 307.471 27.4781 105.382 29.2947 100.302 24.5662 75.7358 24.2484
internal_count=30294 16223 13364 14071 9024 5835 4340 4228 9843 7945 3291 2717 3189 2859 365 2494 679 3700 1049 3257 217 5228 443 1815 528 1898 442 1456 446
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=30
num_cat=0
split_feature=1 8 16 44 25 14 2 21 25 44 25 32 43 9 2 25 43 9 9 28 33 32 15 1 26 37 33 43 37
split_gain=154.777 62.9604 35.7659 31.9075 27.0953 16.9787 14.2755 12.4221 11.3434 9.00549 8.20026 7.86828 7.7231 7.6088 7.3542 7.12808 6.74167 5.64353 4.89087 4.81173 4.73865 4.56584 4.52291 3.34222 3.25993 2.40032 2.21272 0.864755 0.514578
threshold=1.0000000180025095e-35 950.2700000000001 1.0000500000000001 711.50000000000011 1.0000500000000001 1.4267500000000004 1.0000000180025095e-35 86.355000000000004 1.0000500000000001 284.50000000000006 0.30760000000000004 0.72155000000000014 179500.00000000003 55.655000000000008 1.5000000000000002 596.87780000000009 92500.000000000015 86.245000000000019 136.99500000000003 1.0000000180025095e-35 99.965000000000018 0.66725000000000012 72.015000000000015 5.5000000000000009 3676.7300000000005 98.465000000000018 87.855000000000004 87500.000000000015 96.725000000000009
decision_type=10 10 8 10 8 8 10 10 8 10 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 8 10 8
left_child=1 5 4 6 10 7 9 28 -9 -3 18 22 -12 27 21 26 -13 -8 -2 -16 23 -5 -6 -15 -17 -22 -7 -4 -1
right_child=2 3 13 14 11 15 17 8 -10 -11 12 16 -14 20 19 24 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.048292005053550038 -0.018306835653361414 0.0083632645217466411 -0.022974060824858651 0.0088719341761972041 -0.031281229619014077 -0.014537520225417464 -0.023693016873933763 0.022596645649670975 -0.0029207479524978571 0.021497598042141436 0.022065578276279016 0.0022414590199294547 -0.0057041826003077648 -0.031186428455692469 0.023068409894549294 -0.021822726718379318 -0.016429477823503166 0.0066341560260553094 0.024722222507022468 -0.036688685465275019 0.028293384946522133 0.038172188306967531 -0.016615613268005824 0 0.014555655104165392 -0.015735924919479678 -0.041094393894967822 -0.046041119874368513 -0.021900681736398371
leaf_weight=11.374838493764399 39.69088151678443 296.49876107648015 8.3813435882329923 15.516891445964573 119.8816958963871 12.004752233624458 35.655749537050724 50.665365792810917 275.74403238296509 237.91937740892172 77.331591662019491 64.97982170060277 35.918323401361704 105.51739734038711 6.352662865072487 10.639876142144205 180.59530754387379 25.416604999452829 6.8954518251121035 5.1939217858016491 5.000863775610922 193.20198408141732 105.08290737122297 9.0444459617137891 12.011978942900894 5.3397023305296898 45.140051085501909 100.15597536414862 6.4606094546616104
leaf_count=215 636 3851 152 191 2110 202 605 628 3968 2835 944 949 520 1902 73 178 2908 350 83 89 62 1942 1672 138 159 91 847 1973 109
internal_value=-0.00174401 0.00957161 -0.0179829 0.0176895 -0.0117465 -0.00603848 0.011628 -0.00117839 0.00108172 0.0142492 0.00598817 -0.0177813 0.0132415 -0.0346803 0.0339277 -0.0266691 -0.0114798 -0.0110876 -0.0114472 -0.00419497 -0.0257943 0.0360704 -0.0245568 -0.0287084 -0.00252056 0.00573372 -0.0359474 -0.0445315 -0.0406679
internal_weight=2103.61 1239.8 863.816 815.756 630.376 424.042 595.49 344.245 326.409 534.418 159.836 470.54 113.25 233.44 220.265 79.7967 245.575 61.0724 46.5863 11.5466 124.902 208.719 224.965 114.562 22.6519 10.3406 57.1448 108.537 17.8354
internal_count=30382 16242 14140 9936 9822 6306 7641 4920 4596 6686 2183 7639 1464 4318 2295 1386 3857 955 719 162 2193 2133 3782 2040 337 153 1049 2125 324
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=2
num_cat=0
split_feature=0
split_gain=5709.47
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.053025302301845989 0.12887205439823499
leaf_weight=1498.9194284453988 604.57718940079212
leaf_count=27769 2551
internal_value=-0.000706442
internal_weight=2103.5
internal_count=30320
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=2
num_cat=0
split_feature=0
split_gain=5052.74
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052865758237134623 0.11932445128413059
leaf_weight=1433.8528819195926 604.9629705697298
leaf_count=27842 2490
internal_value=-0.00173711
internal_weight=2038.82
internal_count=30332
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=2
num_cat=0
split_feature=0
split_gain=4653.91
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052714785480426678 0.11148792945329451
leaf_weight=1373.6172970980406 627.95700833201408
leaf_count=27961 2544
internal_value=-0.00116677
internal_weight=2001.57
internal_count=30505
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=2
num_cat=0
split_feature=0
split_gain=4239.94
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052570736791864497 0.1051784454697897
leaf_weight=1313.4139260463417 629.17275756597519
leaf_count=28039 2528
internal_value=-0.0014479
internal_weight=1942.59
internal_count=30567
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=2
num_cat=0
split_feature=0
split_gain=3910.79
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052435827011368556 0.099673847011510885
leaf_weight=1251.7169907316566 636.65175245702267
leaf_count=28012 2552
internal_value=-0.00112474
internal_weight=1888.37
internal_count=30564
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=26
num_cat=0
split_feature=1 3 3 45 4 7 13 13 4 45 8 24 11 15 45 21 41 21 8 37 34 8 20 13 4
split_gain=95.5555 34.332 28.5218 24.7526 19.7558 11.9913 10.3049 9.07014 7.99671 7.5683 6.48773 5.73875 5.35608 6.12108 8.23989 4.51198 4.15493 4.01928 2.8131 2.7354 2.3695 1.40082 1.0596 0.602806 0.165249
threshold=1.0000000180025095e-35 45.000000000000007 580.50000000000011 242.50000000000003 11.500000000000002 1.0000000180025095e-35 74.475000000000009 48.845000000000006 6.5000000000000009 224.50000000000003 4420.1500000000005 9.5000000000000018 0.032650000000000005 50.485000000000007 450.50000000000006 3456.8600000000001 10.500000000000002 872.44000000000017 12000.210000000001 85.235000000000014 0.80005000000000015 1847.4550000000002 0.072350000000000012 104.91500000000001 1.0000000180025095e-35
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 10 8 10 10
left_child=1 3 4 5 6 7 9 -1 -7 -2 17 -8 15 21 -15 16 -3 -5 23 -6 -12 -14 -21 24 -4
right_child=2 12 18 10 19 8 11 -9 -10 -11 20 -13 13 14 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.00028627818920494598 -0.025262927073830828 -0.018010765049300128 -0.034639233107357663 -0.018264177699016067 0.058426067718605403 -0.010284495463071983 -0.014626084670592419 0.013696535216932947 0.027109276914583171 -0.0090786630806876968 0.017278225193464017 0.00014079754295670508 -0.039962849162752369 -0.017701607269513465 0.034443399595316261 0.034642979541030704 0.011993547764972717 0.021057720755910322 -0.0092698914702302165 0.032775369635134277 0.041265082697969885 -0.019172640240459393 0.0081083978059350963 -0.017297239830587501 -0.045700625951761713
leaf_weight=151.94928029552102 196.68399396538734 30.319891635328531 31.188974939286709 6.0826780274510375 6.1543356478214264 121.75515376403928 109.89274730160832 479.03908528760076 15.159875839948652 118.24375679716468 15.246278923004864 160.10370785370469 32.051197879016399 39.934392772614956 8.2879093736410123 6.4936062991619101 17.209641139954329 95.678560059517622 8.4432444386184198 7.9920554608106613 73.898344863206148 16.434920683503151 11.634309303015476 5.0620136260986319 62.975733269006014
leaf_count=2490 4208 601 752 114 42 2107 2070 6580 181 2214 182 2699 773 783 90 68 265 1199 169 88 683 322 167 105 1630
internal_value=-0.00123471 0.00795889 -0.0154326 0.0114497 -0.0111994 0.00741536 -0.013109 0.0103263 -0.00594128 -0.0192501 0.0275284 -0.0058829 -0.0141427 -0.0211322 -0.00812025 -0.00138298 -0.00702041 0.0185038 -0.0390736 0.0308118 0.0374553 -0.0335466 0.0194975 -0.0414419 -0.0424919
internal_weight=1827.92 1109.54 718.375 958.809 610.705 767.903 584.924 630.988 136.915 314.928 190.906 269.996 150.732 96.7084 48.2223 54.0231 47.5295 101.761 107.67 25.7807 89.1446 48.4861 19.6264 99.2267 94.1647
internal_count=30582 16438 14144 13536 11488 11358 11191 9070 2288 6422 2178 4769 2902 1968 873 934 866 1313 2656 297 865 1095 255 2487 2382
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=2
num_cat=0
split_feature=0
split_gain=3549.45
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052302147035703732 0.094644410173412172
leaf_weight=1182.1781726665795 628.62551079690456
leaf_count=27877 2530
internal_value=-0.0012624
internal_weight=1810.8
internal_count=30407
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=2
num_cat=0
split_feature=0
split_gain=3256.83
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052178595276213074 0.09066859289587928
leaf_weight=1129.9743288718164 615.5362431704998
leaf_count=27965 2496
internal_value=-0.00177908
internal_weight=1745.51
internal_count=30461
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=30
num_cat=0
split_feature=1 12 16 21 12 3 3 5 32 8 8 32 15 4 38 23 18 38 33 42 4 19 9 11 8 32 45 3 15
split_gain=75.6431 33.5061 28.9102 16.8879 16.0982 11.2558 10.5062 8.00956 6.68473 7.38551 6.1966 6.09172 5.01788 4.61186 4.44348 4.0658 3.81454 3.55503 4.00347 3.30832 2.80552 2.75755 2.60746 2.54404 2.5311 1.19461 0.559847 0.507075 0.490469
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.4549500000000004 916.03000000000009 827.98000000000013 402.00000000000006 598.50000000000011 10003.750000000002 0.76185000000000014 1124.9950000000001 5201.3450000000003 0.80245000000000011 51.375000000000007 1.0000000180025095e-35 6450.0000000000009 5132.2400000000007 1.6092500000000001 4180.0000000000009 96.165000000000006 57.735000000000007 9.5000000000000018 4.5000000000000009 53.865000000000002 0.00025000000000000006 12000.210000000001 0.68835000000000013 143.50000000000003 843.00000000000011 77.715000000000018
decision_type=10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10
left_child=2 6 3 4 19 10 14 12 13 -10 11 -3 23 -5 20 -14 -6 25 -19 -1 -2 -16 -12 -4 27 -9 -8 -7 -28
right_child=1 5 7 8 16 24 26 17 9 -11 22 -13 15 -15 21 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.015354576147858349 0.0046205195002591891 -0.027585989458688027 -0.0065737371360300601 0.013253282386072811 -0.019479574079857221 -0.029178766055685226 -0.043125827959431311 0.0050161552002811506 0.0080900985643852976 0.024869148206014782 -0.01766906742090369 -0.011687333506771596 -0.015275276149754919 -0.0029490192484566738 -0.03106496713611083 0.020079611756757574 -0.0025915600900515744 0.019308665267459269 -0.026104368492320791 0.012010506470648719 0.024118281953316216 -0.0024500491641399461 0.0032380582217104675 -0.036907711390521479 -0.0084965707440176653 0.035405910831849574 -0.030589484055305767 -0.045318424048180331 -0.0062085533379230597
leaf_weight=10.724893029779194 156.84569377079606 181.03990529105067 9.3617831431329233 159.9164874330163 72.533615596592426 16.006398182362318 9.8396214656531829 5.9022132344543925 93.36166412755847 239.16097298637033 22.557958755642176 95.488333240151405 53.241543628275394 59.333870511502028 11.321710132062433 8.566067196428774 63.364429865032434 7.3740278184413937 10.484800580888985 191.27716109901667 20.291247457265854 28.636632945388556 39.222495932132006 41.06082746386528 6.9536875858902922 9.2074342817068082 5.1088913977146131 59.66694700717926 5.0204987861216068
leaf_count=206 2663 4377 182 2275 1526 410 285 101 1465 2876 495 2009 1103 1006 264 117 1111 106 240 2862 256 512 717 1063 152 105 138 1771 107
internal_value=-0.00145586 -0.0147008 0.00696689 0.0103471 0.00151994 -0.0231518 0.000318144 -0.0136393 0.0157311 0.0202115 -0.0189811 -0.0221759 -0.0199766 0.00885241 0.00358766 -0.0100541 -0.0117183 0.00773994 -0.00705835 0.0104645 0.00700493 -0.0112403 -0.00447599 -0.0316103 -0.0397376 0.0248935 -0.0334643 -0.0423949 -0.0205983
internal_weight=1692.87 658 1034.87 889.673 337.9 420.936 237.064 145.199 551.773 332.523 338.309 276.528 112.23 219.25 217.095 61.8076 135.898 32.9685 17.8588 202.002 177.137 39.9583 61.7805 50.4226 82.627 15.1096 19.969 75.6733 10.1294
internal_count=30500 14156 16344 13327 5705 9931 4225 3017 7622 4341 7598 6386 2465 3281 3695 1220 2637 552 346 3068 2919 776 1212 1245 2333 206 530 2181 245
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=2
num_cat=0
split_feature=0
split_gain=3006.17
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.052057310837342385 0.086931967460790863
leaf_weight=1072.4300144929439 609.17950595915318
leaf_count=28006 2503
internal_value=-0.00168237
internal_weight=1681.61
internal_count=30509
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=2
num_cat=0
split_feature=0
split_gain=2809.86
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051949337779863408 0.083881334314900788
leaf_weight=1027.442201115191 603.55060091614723
leaf_count=28137 2517
internal_value=-0.00166139
internal_weight=1630.99
internal_count=30654
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=2
num_cat=0
split_feature=0
split_gain=2584.08
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051844369021598696 0.081196036764570212
leaf_weight=975.03353185020387 582.00017818808556
leaf_count=28022 2470
internal_value=-0.00209208
internal_weight=1557.03
internal_count=30492
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=29
num_cat=0
split_feature=2 7 12 12 45 12 45 4 8 40 35 7 8 8 27 44 44 42 6 8 41 27 30 9 30 45 23 25
split_gain=51.4605 28.3748 14.8523 14.2431 11.2329 8.50874 7.19191 6.89193 6.79966 6.17212 5.53556 5.52555 4.07717 4.03438 3.68374 3.65513 3.54036 2.80831 2.80201 2.66573 2.42414 2.16534 2.0777 1.9292 1.54989 1.47875 1.15315 1.02345
threshold=1.0000000180025095e-35 1.0000000180025095e-35 318.5800000000001 43.500000000000007 36.500000000000007 287.10500000000008 258.50000000000006 7.5000000000000009 347.55000000000001 0.40685000000000004 57.972450000000002 5.5000000000000009 12000.210000000001 664.78000000000009 1.0000000180025095e-35 2325.5000000000005 199.50000000000003 31.665000000000003 0.12205000000000001 1057.7350000000004 3.5000000000000004 3.5000000000000004 1550.1666500000003 65.175000000000026 6202.2500000000009 395.50000000000006 19.010000000000002 0.99995000000000012
decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10
left_child=1 3 7 9 10 13 11 18 -6 19 -5 -4 20 17 -9 -8 -11 -2 -3 -1 24 26 -23 -14 -7 -22 -15 -19
right_child=5 2 6 4 8 12 15 14 -10 16 -12 -13 23 21 -16 -17 -18 27 -20 -21 25 22 -24 -25 -26 -27 -28 -29
leaf_value=0.01152038817130261 0.0012849669131973901 -0.019089542974966699 -0.024082452938380704 -0.013506242612155332 -0.011362573274479681 -0.042426051917533528 0.0011726982185180689 0.0020362794827598367 0.011381504982509387 -0.011892928729171458 0.0060461642158055554 0.0076019634662730928 -0.022084248131320306 0.00070383031850880767 0.033903773296356597 -0.024378078661405712 0.011500736091472173 -0.020125600787795423 0.00010392325419730029 0.02326398563070001 -0.026400105966695786 -0.023243068369642045 0.0033759365297739716 0.017175516158918099 -0.018905261709125012 0.0011430852953971333 0.02482670200959966 -0.038773096678026114
leaf_weight=73.837561624124646 9.3538712542504054 20.150041684508324 156.69088806211948 119.60473109036684 36.687484351918101 73.569320701062679 72.114479323849082 15.768407016992567 254.10973219946027 24.945007663220167 50.6285899002105 14.364616341888903 5.1499757189303619 20.176165653392676 22.005946474149823 16.256442047655582 41.690531121566892 25.031309047713876 183.42978929914534 176.1372865177691 22.364918239414695 16.964418593794111 11.506820518523453 5.3265961669385433 11.243078250437973 5.6226879041641942 5.8044759780168524 16.35145109705627
leaf_count=1226 201 501 4158 2704 834 2444 1483 282 4108 503 910 276 138 414 260 431 648 670 3555 2327 650 454 231 86 304 122 86 524
internal_value=-0.00175646 0.00215165 -0.00711698 0.00812831 0.00249668 -0.0235609 -0.0154006 0.00179306 0.00846583 0.0162793 -0.00766067 -0.0213639 -0.0324805 -0.0128531 0.0211257 -0.00369178 0.00262304 -0.0228728 -0.0018554 0.0198748 -0.035232 -0.00318274 -0.0125657 -0.00193046 -0.039623 -0.0208457 0.00699899 -0.0283527
internal_weight=1506.89 1278.42 500.781 777.641 461.031 228.465 259.426 241.354 290.797 316.61 170.233 171.056 123.277 105.189 37.7744 88.3709 66.6355 50.7366 203.58 249.975 112.8 54.4519 28.4712 10.4766 84.8124 27.9876 25.9806 41.3828
internal_count=30530 24206 10946 13260 8556 6324 6348 4598 4942 4704 3614 4434 3744 2580 542 1914 1151 1395 4056 3553 3520 1185 685 224 2748 772 500 1194
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=2
num_cat=0
split_feature=0
split_gain=2407.89
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051741184267876585 0.078657854528422319
leaf_weight=924.26763498410583 572.41646331548691
leaf_count=28026 2484
internal_value=-0.00184667
internal_weight=1496.68
internal_count=30510
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=2
num_cat=0
split_feature=0
split_gain=2282.16
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051647313995552085 0.076505109195199511
leaf_weight=881.65859123133123 571.87720133364201
leaf_count=28056 2539
internal_value=-0.00120582
internal_weight=1453.54
internal_count=30595
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=2
num_cat=0
split_feature=0
split_gain=2118.54
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051558408113703727 0.074531674606490239
leaf_weight=836.77076942287385 552.03896148502827
leaf_count=27941 2513
internal_value=-0.00141761
internal_weight=1388.81
internal_count=30454
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=2
num_cat=0
split_feature=0
split_gain=1984.58
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051473342325735409 0.072744150919023573
leaf_weight=799.29210306145251 536.50714762508869
leaf_count=28019 2509
internal_value=-0.0015621
internal_weight=1335.8
internal_count=30528
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=2
num_cat=0
split_feature=0
split_gain=1849.05
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051393015325960446 0.07110621766356344
leaf_weight=759.70642292685807 516.69034552574158
leaf_count=27942 2488
internal_value=-0.00178409
internal_weight=1276.4
internal_count=30430
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=2
num_cat=0
split_feature=0
split_gain=1746.23
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051315740626391673 0.069686747579991368
leaf_weight=718.55164591781795 508.13103680312634
leaf_count=27739 2520
internal_value=-0.00117265
internal_weight=1226.68
internal_count=30259
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=24
num_cat=0
split_feature=1 3 5 12 21 12 9 45 34 20 45 15 4 28 38 45 21 25 34 2 4 8 30
split_gain=34.81 15.6992 11.5347 9.67732 7.21473 7.38207 5.8986 3.60512 2.94618 2.88774 2.71835 2.97755 2.53875 2.69326 2.31922 2.29732 2.27056 1.86066 1.65782 1.4758 1.12664 0.921777 0.466959
threshold=1.0000000180025095e-35 843.00000000000011 64.110000000000014 1.0000000180025095e-35 1926.45 318.5800000000001 30.330000000000002 38.500000000000007 0.73565000000000014 0.035650000000000008 238.50000000000003 50.955000000000005 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 138.50000000000003 11257.140000000001 0.8509500000000001 0.86815000000000009 1.5000000000000002 1.0000000180025095e-35 12000.210000000001 3001.2500000000005
decision_type=8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=2 3 4 12 5 9 22 -7 20 -1 11 -5 13 -2 -12 17 -10 -8 -14 -17 -6 -3 -4
right_child=1 21 6 10 8 7 15 -9 16 -11 14 -13 18 -15 -16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.022042510394768414 0.0030951546444421539 -0.039632469831165133 -0.039096237034693844 -0.029241331053468773 0.0080245209728292809 -0.0084213574006018876 0.0018556502479044664 0.0048066064908858222 0.01511669102279947 0.0076016411528757087 0.016221544273237822 -0.013799770055324024 0.0051758526836066625 -0.012621834657690201 -0.010195655973126536 0.014886727780460707 0.029029966885802273 -0.014209416986393048 0.038065536165997033 -0.0074662629226645129 -0.01041518226210655 -0.012347036671974371 -0.016107566840887697
leaf_weight=48.391422018408775 103.04289856366813 47.765489218756557 12.858030669391157 47.603715065866709 37.290156716480851 108.94652531296015 27.990889338776469 95.557382591068745 141.64005142450333 129.39794136025012 8.216218560934065 106.45857493579388 10.077775217592718 35.865603432059288 80.664119783788919 21.685995530337099 40.253721820190549 46.232761111110449 6.0998703241348258 9.8692634329199773 9.4550864547491056 5.1088355034589759 6.2589620370417824
leaf_count=808 2433 2232 565 1853 759 2987 706 2167 2511 2672 168 3496 210 1060 2465 425 535 1434 64 281 250 171 219
internal_value=-0.00105681 -0.011985 0.00564021 -0.00851554 0.00847377 0.00423478 -0.00813773 -0.00222276 0.0154904 0.0116615 -0.0147258 -0.0187611 0.00121289 -0.000988379 -0.00754468 -0.00333198 0.018365 -0.00814043 0.0193622 0.0077274 0.00405001 -0.037367 -0.0329931
internal_weight=1186.73 450.903 735.828 398.029 610.932 382.293 124.896 204.504 228.639 177.789 242.943 154.062 155.086 138.909 88.8803 105.779 181.894 74.2237 16.1776 31.5553 46.7452 52.8743 19.117
internal_count=30471 14152 16319 11749 12689 8634 3630 5154 4055 3480 7982 5349 3767 3493 2633 2846 3046 2140 274 706 1009 2403 784
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=2
num_cat=0
split_feature=0
split_gain=1643.09
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051240128842858071 0.068324990949391637
leaf_weight=686.79154468141496 492.51090186834335
leaf_count=27986 2525
internal_value=-0.00128645
internal_weight=1179.3
internal_count=30511
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=2
num_cat=0
split_feature=0
split_gain=1543.06
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051169722665535988 0.067171477607415042
leaf_weight=651.18823074549437 475.85620860755444
leaf_count=27862 2516
internal_value=-0.00118449
internal_weight=1127.04
internal_count=30378
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=2
num_cat=0
split_feature=0
split_gain=1461.69
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051103434594284458 0.065993270073755703
leaf_weight=623.79964521341026 463.73560920357704
leaf_count=28019 2541
internal_value=-0.00115291
internal_weight=1087.54
internal_count=30560
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=27
num_cat=0
split_feature=1 16 2 12 45 12 8 9 12 35 8 20 38 20 38 30 26 20 1 2 18 7 26 32 38 33
split_gain=26.2065 10.7361 10.0109 5.46117 5.45347 5.19587 4.2602 3.52075 2.852 2.65227 2.27566 2.34103 2.15785 2.14297 1.73037 1.50905 1.4102 1.36544 1.28004 1.28566 1.25652 1.21799 1.15788 1.05421 1.03679 0.368576
threshold=1.0000000180025095e-35 1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 38.500000000000007 827.98000000000013 651.33500000000015 55.655000000000008 1.0050000000000001 62.02640000000001 4858.3150000000014 1.0000000180025095e-35 6508.5000000000009 0.062550000000000008 6650.0000000000009 1550.1666500000003 6000.2900000000009 0.00075000000000000012 5.5000000000000009 1.5000000000000002 0.46345000000000008 1.5000000000000002 26663.390000000003 0.46695000000000003 2650.0000000000005 93.905000000000015
decision_type=10 8 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 8 10 10 10 10 10
left_child=2 3 4 14 5 13 20 25 15 -7 11 -5 -8 -1 16 -4 -2 -16 19 -9 -6 -12 24 -17 -10 -3
right_child=1 7 8 10 6 9 12 18 22 -11 21 -13 -14 -15 17 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.017941271132980701 -0.001584066871700278 -0.017339189520889371 -0.016505600658725441 0.012085404478477318 -0.021690486290699158 -0.014290486152807664 0.016172299400959624 -0.014213385701502441 -0.007176057142212585 0.0038067043727982781 0.0047760041376223696 -0.017212282480603962 0.0055606024601664332 0.0033070803623496087 0.0081433965737065083 -0.0064590442643285631 0.0098151972804582672 -0.019291982116290955 0.005179237999917736 -0.0346138828519185 0.0019568422671885728 -0.01351674406346602 0.0017821898859365515 0.013659837072442739 -0.026033171582960059 -0.040077692475440858
leaf_weight=34.791989544406533 57.57583898678422 5.0808017775416365 9.0998870395123941 6.3209463786333799 5.1586110908538103 58.871129173785448 220.32694336771965 36.274351287633181 11.632720770314334 29.487414751201868 24.7206423394382 125.84569391608238 64.954301690682769 89.275728778913617 5.3524317182600525 9.2931989971548337 48.924415828660131 15.182390654459594 5.037213508039712 11.036364130675791 62.726987134665251 12.984444098547099 5.5183435622602692 16.295456940308213 31.986125787720084 34.204104902222753
leaf_count=683 1652 235 343 153 191 2006 4336 1442 411 756 709 4917 1509 2250 125 297 1169 547 147 575 1682 479 152 392 1388 1904
internal_value=-0.00120508 -0.0114641 0.00493328 -0.00677809 0.00733049 0.00096601 0.011131 -0.0263566 -0.0110781 -0.00822004 -0.0126177 -0.0156933 0.0138015 0.00756153 0.00102917 0 0.00364864 -0.0118626 -0.0171544 -0.0196938 -5.63196e-05 -0.00158073 -0.0187041 0.00619696 -0.0213898 -0.0377644
internal_weight=1037.96 388.54 649.419 296.907 565.593 212.426 353.167 91.6328 83.8257 88.3585 169.872 132.167 285.281 124.068 127.035 34.6885 106.5 20.5348 52.3479 47.3107 67.8856 37.7051 49.1372 25.5887 43.6188 39.2849
internal_count=30450 14054 16396 9751 13413 5695 7718 4303 2983 2762 6258 5070 5845 2933 3493 1032 2821 672 2164 2017 1873 1188 1951 689 1799 2139
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=2
num_cat=0
split_feature=0
split_gain=1368.77
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.051038485473118934 0.064960125456735768
leaf_weight=591.4619261873886 444.56689751148224
leaf_count=28020 2526
internal_value=-0.00124324
internal_weight=1036.03
internal_count=30546
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=2
num_cat=0
split_feature=0
split_gain=1284.11
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050977183390882634 0.064029789780244747
leaf_weight=561.00982340145856 426.20966783165932
leaf_count=27906 2508
internal_value=-0.00130592
internal_weight=987.219
internal_count=30414
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=2
num_cat=0
split_feature=0
split_gain=1222.32
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050920468777697604 0.06316241504885374
leaf_weight=536.75365409813821 415.75130052864552
leaf_count=28010 2536
internal_value=-0.00110608
internal_weight=952.505
internal_count=30546
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=2
num_cat=0
split_feature=0
split_gain=1149.54
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050863706454878845 0.062325962113964552
leaf_weight=510.97824069298804 398.21637725830078
leaf_count=28020 2524
internal_value=-0.00126848
internal_weight=909.195
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=2
num_cat=0
split_feature=0
split_gain=1079.88
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050808955394604984 0.061574432200582799
leaf_weight=481.6502774450928 382.66884732246399
leaf_count=27739 2519
internal_value=-0.00103287
internal_weight=864.319
internal_count=30258
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=2
num_cat=0
split_feature=0
split_gain=1018.42
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050758779975740964 0.060863069780350332
leaf_weight=463.45726472232491 363.88218801468611
leaf_count=28034 2491
internal_value=-0.00164478
internal_weight=827.339
internal_count=30525
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=2
num_cat=0
split_feature=0
split_gain=968.142
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050708369982904025 0.060211508112508361
leaf_weight=438.0589848421514 355.42378333956003
leaf_count=27829 2532
internal_value=-0.00100462
internal_weight=793.483
internal_count=30361
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=2
num_cat=0
split_feature=0
split_gain=920.214
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050661449646950789 0.059593178360529499
leaf_weight=419.04483728390187 343.43033392727375
leaf_count=27958 2548
internal_value=-0.000981541
internal_weight=762.475
internal_count=30506
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=2
num_cat=0
split_feature=0
split_gain=862.105
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050615320374941042 0.059047986741711668
leaf_weight=398.4521397287026 324.04955412447453
leaf_count=27933 2499
internal_value=-0.00140964
internal_weight=722.502
internal_count=30432
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=21
num_cat=0
split_feature=1 3 14 12 21 12 7 45 12 6 4 30 14 41 38 4 25 40 45 38
split_gain=12.941 7.04522 5.45822 4.10765 3.81536 3.01355 2.16152 2.00396 1.91015 1.46453 1.07239 0.91539 0.958005 0.816122 0.785502 0.742553 0.724684 0.683828 0.527834 0.337887
threshold=1.0000000180025095e-35 843.00000000000011 1.0430000000000001 19.500000000000004 5530.6350000000011 247.38500000000002 1.0000000180025095e-35 242.50000000000003 3000.0500000000006 0.26935000000000003 10.500000000000002 1908.7500000000002 1.56945 3.5000000000000004 3950.0000000000005 6.5000000000000009 15.689500000000001 0.39465000000000006 771.50000000000011 4734.5000000000009
decision_type=8 8 8 10 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10 10
left_child=2 3 4 10 5 15 -7 9 11 -5 14 12 -4 -9 -2 -1 -13 19 -3 -6
right_child=1 18 8 7 17 6 -8 13 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0081000839850442017 0.0031506777216770056 -0.036511778127153456 -0.00040567962393967905 -0.02630794401424243 0.021605211808036345 0.0019056563994499745 -0.013402320996878755 -0.0072361752590797664 -0.02984498317193067 -0.011849042466992817 0.016224473550169715 -0.0053678039695909795 -0.025661070320564756 0.0088920646440989494 -0.0063187414724102421 0.022329054999005345 0.014270469515140497 0.0017641649201456302 -0.013264560604483826 0.0080267109282775705
leaf_weight=140.33881680853665 50.91519065387547 23.154746012762192 7.3472724268212932 29.233924179337919 43.666791525669396 154.19995479565114 26.064387341029942 41.964785772375762 10.657639785669742 55.629468654282391 9.3160802982747537 11.817982291802762 7.7668673694133723 8.4546632161363942 36.632035160437226 9.8023984534665924 6.3249584883451488 6.8110742792487136 5.266489762812852 8.3031640192493779
leaf_count=4671 2053 2024 336 2054 1068 6058 1325 2161 783 3163 263 596 541 334 1704 242 207 229 362 250
internal_value=-0.00105531 -0.00984499 0.00423181 -0.00686296 0.0061319 0.00399539 -0.000341864 -0.012461 -0.0122577 -0.0171365 0.000951878 -0.00576895 -0.0144813 -0.00431411 -0.000781719 0.00920373 0.00160509 0.0177897 -0.0329713 0.0197227
internal_weight=693.669 260.567 433.101 232.146 389.187 330.406 180.264 135.283 43.9147 84.8634 96.8633 33.2571 15.1141 50.4194 87.5472 150.141 18.1429 58.781 28.4212 51.97
internal_count=30424 14118 16306 11732 13843 12296 7383 7712 2463 5217 4020 1680 877 2495 3757 4913 803 1547 2386 1318
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=27
num_cat=0
split_feature=3 1 12 21 12 44 6 32 41 33 7 21 1 13 38 3 30 45 16 38 12 8 15 44 32 8
split_gain=12.2735 7.96435 3.66117 3.08696 2.75547 2.0026 1.95467 1.70399 1.67958 1.52067 1.12273 1.55931 1.12159 0.981873 0.891701 0.835963 0.76724 0.619623 0.610897 0.580254 0.853437 0.459408 0.402183 0.389545 0.277551 0.177611
threshold=69.000000000000014 1.0000000180025095e-35 287.10500000000008 3143.3000000000006 19.500000000000004 600.50000000000011 0.27925000000000005 0.60425000000000006 3.5000000000000004 92.215000000000018 1.0000000180025095e-35 4875.7150000000011 1.0000000180025095e-35 65.365000000000023 6650.0000000000009 801.00000000000011 2240.4838500000005 25.500000000000004 2.0001000000000002 7300.0000000000009 14029.505000000003 750.32500000000016 82.425000000000026 261.50000000000006 0.75265000000000015 4858.3150000000014
decision_type=10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=1 3 12 6 14 13 9 -8 -7 -1 11 18 16 -6 17 -14 23 -3 -4 20 -5 -18 -16 -2 -21 -12
right_child=2 4 10 19 5 8 7 -9 -10 -11 25 -13 15 -15 22 -17 21 -19 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0067985813393459703 0.0012836501397149923 -0.0077429174122307575 -0.029432943658366392 0.018125637036042013 -0.025132497152945573 -0.0089781579745875171 -0.00039793316837445316 0.0090109119232187531 0.009964272248775068 -0.0077545199504678464 -0.041358846720709989 0.0034615305929389393 -0.0033455204496317826 -0.010510654822728763 -0.00069203190785992392 -0.025649406254518888 -0.0023246054137569094 0.0045383713078361127 -0.0070229672998750646 -0.0038009076558472607 0.0034160150550975664 0.014199206585379022 -0.017983017996640826 -0.014558903259589667 0.0094048052455468888 -0.020135268811691961
leaf_weight=24.848923409357667 5.0461475858464864 10.963170640170572 17.253246924839921 61.959713838994503 26.711529524996877 58.782331876456738 71.439009639434516 139.93201263435185 13.443269393406807 56.647550633177161 14.550077329389753 5.4527714010328046 8.1031367294490355 26.673723765648901 6.8174454467371088 10.393792902119456 6.6973196556791645 65.578680111095309 5.324389128945767 5.7457303972914797 13.359272110275922 7.8836124585941434 7.3728572335094213 9.532565155066548 7.9440148752182722 5.6373939458280793
leaf_count=926 222 511 1305 1630 1871 3180 2805 4676 542 2616 1386 224 431 1486 304 822 319 2531 323 222 436 252 406 541 241 420
internal_value=-0.00120015 0.00146344 -0.0177151 0.00580741 -0.00617272 -0.0109402 0.00328314 0.00582047 -0.00529622 -0.00322793 -0.0273499 -0.0192669 -0.00750224 -0.0182463 0.000420243 -0.0168077 -0.00107211 0.00263766 -0.0248822 0.0139288 0.0156611 0.0066265 -0.0105975 -0.00902395 0.00364042 -0.0368982
internal_weight=694.094 598.219 95.8745 381.876 216.343 125.611 292.867 211.371 72.2256 81.4965 48.2179 28.0304 47.6566 53.3853 90.7322 18.4969 29.1596 76.5419 22.5776 89.0087 75.319 14.5809 14.1903 14.5787 13.6897 20.1875
internal_count=30628 24383 6245 13552 10831 7079 11023 7481 3722 3542 3658 1852 2587 3357 3752 1253 1334 3042 1628 2529 2066 571 710 763 463 1806
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=2
num_cat=0
split_feature=0
split_gain=816.038
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050571307102217647 0.05850421624127157
leaf_weight=379.72794788703322 310.98260339349508
leaf_count=28166 2509
internal_value=-0.00144079
internal_weight=690.711
internal_count=30675
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=27
num_cat=0
split_feature=1 3 3 12 34 32 12 34 43 32 4 13 4 32 8 44 8 13 30 44 19 24 26 7 44 13
split_gain=11.4599 4.70324 3.91621 3.05153 2.1065 2.04429 1.58135 1.39298 1.31132 1.51877 1.12513 0.997391 0.966049 0.896088 0.833642 0.763071 0.756619 0.701293 0.621032 0.594396 0.672325 0.545687 0.241001 0.102558 0.0748711 0.0442033
threshold=1.0000000180025095e-35 94.500000000000014 45.000000000000007 247.38500000000002 0.75705000000000011 0.62445000000000006 171.13000000000002 0.9759500000000001 180500.00000000003 0.43385000000000007 1.0000000180025095e-35 105.77500000000002 9.5000000000000018 0.78205000000000013 5958.5400000000009 605.50000000000011 1.0000000180025095e-35 91.215000000000018 1846.4387000000004 70.500000000000014 4.5000000000000009 10.500000000000002 17012.205000000005 6.5000000000000009 397.50000000000006 37.885000000000012
decision_type=10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 8 10 10
left_child=2 3 4 12 10 11 18 -7 9 -5 16 -6 13 -2 -10 -12 -1 22 24 -8 -21 -20 25 -14 -4 -3
right_child=1 17 6 8 5 7 19 -9 14 -11 15 -13 23 -15 -16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.013949419730018646 -0.0054342187518276203 -0.038530278033834423 -0.0026932912746013855 -0.031570141057441714 -0.0025707617602499957 0.0097588111936883527 -0.001439781236517373 0.025045528550382713 -0.023698738993497212 -0.0054372317447068568 -0.016971215646218254 0.0084102581496305964 0.018944552909874929 0.005143737344841243 -0.0042899436012235571 0.0013869263516444255 0.0039762480833870724 -0.0075813198936066604 -0.0019257372143095114 -0.029793262117454308 -0.0088710257680933401 0.015361385990068772 -0.014448935003519583 0.0054836948972976363 -0.013415934897374511 -0.024331279177839234
leaf_weight=5.2986973430961362 54.556013104505837 9.4608708107844013 5.0348186083138007 5.2911671902984372 50.409502259455621 160.5600803764537 5.3966803727671531 16.677532798610628 28.604099568910897 67.27451332565397 13.373701776377855 33.251530230976641 5.3300790647044751 30.004901108331978 8.2468002913519722 8.3256940534338373 76.717632729560137 6.5611106893047682 8.9502159208059329 10.582624765112998 8.7904537422582489 7.1621566275134674 6.8577936496585599 5.0355195626616487 5.0963042117655277 16.736522004939616
leaf_count=314 2637 982 264 440 2212 5388 308 415 2044 3720 718 1120 145 1226 432 329 2961 405 427 859 498 237 511 177 306 1392
internal_value=-0.000928708 -0.00951571 0.00411031 -0.00635761 0.00593641 0.0083249 -0.00870866 0.0113577 -0.0120098 -0.00781393 -4.6256e-05 0.00178243 0.000162572 -0.00160614 -0.0197155 -0.00995644 0.00260384 -0.0251247 0 -0.0175068 -0.0214467 0.00591505 -0.0281352 0.0139031 -0.00925703 -0.0308711
internal_weight=659.587 243.959 415.628 204.343 364.614 260.899 51.0133 177.238 109.417 72.5657 103.716 83.661 94.9265 84.5609 36.8509 21.6994 82.0163 39.6163 26.2435 24.7698 19.3731 16.1124 33.0552 10.3656 10.1311 26.1974
internal_count=30467 14111 16356 10821 13457 9135 2899 5803 6636 4160 4322 3332 4185 3863 2476 1047 3275 3290 1234 1665 1357 664 2885 322 570 2374
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=2
num_cat=0
split_feature=0
split_gain=771.919
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050527029964121874 0.057989133286579043
leaf_weight=357.78661202825606 300.66606022417545
leaf_count=27981 2537
internal_value=-0.000955442
internal_weight=658.453
internal_count=30518
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=2
num_cat=0
split_feature=0
split_gain=726.081
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050485805786721939 0.057511339611491907
leaf_weight=341.86874730000272 283.99220987409353
leaf_count=28103 2503
internal_value=-0.00145921
internal_weight=625.861
internal_count=30606
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=2
num_cat=0
split_feature=0
split_gain=691.936
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050444648505553163 0.057081658400435636
leaf_weight=322.04881835402921 277.68203143775463
leaf_count=27780 2552
internal_value=-0.000638308
internal_weight=599.731
internal_count=30332
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=2
num_cat=0
split_feature=0
split_gain=655.805
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050407652179092578 0.056687740392914091
leaf_weight=309.67480473406613 263.76930528134108
leaf_count=28070 2525
internal_value=-0.00112494
internal_weight=573.444
internal_count=30595
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=2
num_cat=0
split_feature=0
split_gain=614.523
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.05036960624253041 0.056279212886333752
leaf_weight=294.14276877278462 248.04648545384407
leaf_count=27996 2485
internal_value=-0.00155578
internal_weight=542.189
internal_count=30481
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=2
num_cat=0
split_feature=0
split_gain=581.671
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050331028523505794 0.055918027132490146
leaf_weight=278.72665886860341 237.76617790013552
leaf_count=27918 2487
internal_value=-0.00139634
internal_weight=516.493
internal_count=30405
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=2
num_cat=0
split_feature=0
split_gain=553.487
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050296147084346446 0.05558375229441357
leaf_weight=266.06955473078415 228.48968134075403
leaf_count=27972 2494
internal_value=-0.00135538
internal_weight=494.559
internal_count=30466
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=2
num_cat=0
split_feature=0
split_gain=524.072
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050260820420023 0.05523316473271285
leaf_weight=252.62489732494578 218.70892219990492
leaf_count=27888 2504
internal_value=-0.00128548
internal_weight=471.334
internal_count=30392
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=23
num_cat=0
split_feature=2 1 1 21 12 6 45 12 32 13 32 45 21 24 9 34 45 34 25 26 21 35
split_gain=6.05815 3.52386 1.72852 1.52565 1.43604 1.15517 1.0045 0.875522 0.809531 0.786175 0.671503 0.660373 0.628394 0.62145 0.618635 0.588939 0.449523 0.408536 0.27465 0.237255 0.228536 0.222716
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5344.6400000000012 19.500000000000004 0.27295000000000008 224.50000000000003 1.0050000000000001 0.62445000000000006 80.745000000000019 0.62445000000000006 90.500000000000014 441.4550000000001 10.500000000000002 55.895000000000003 0.88195000000000012 284.50000000000006 0.70595000000000008 1.1229500000000001 5300.2000000000007 11257.140000000001 23.626450000000002
decision_type=10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 10 10
left_child=1 3 7 5 10 13 9 19 -7 -6 12 -12 -3 -1 -4 -8 21 -5 -16 -2 -19 -9
right_child=2 4 14 17 6 8 15 16 -10 -11 11 -13 -14 -15 18 -17 -18 20 -20 -21 -22 -23
leaf_value=-0.0086241331381378319 -0.0064718650527266254 0.0062037933393427822 -0.033998677044138351 0.00068201017164418512 -0.017390560021409238 0.00028672018028086041 -0.0066428040729718772 -0.022700251835043372 0.0079077808922212358 -0.002423229539719862 0.013913324301461642 0 -0.011500161531263623 0.0017706763931797246 -0.020932189272880861 0.0075693716681400893 -0.00010471086702918116 0.0097087783125128935 -0.0046528676904073734 0.0057064798817409862 0.020358532605343801 -0.0064041463976341672
leaf_weight=25.89536505471915 5.1079338146373603 6.1120211509987739 11.999986258801071 5.9089920376427463 37.01240595895797 55.512842029798776 21.891524790320549 10.168877811636778 99.764880085829645 12.938168574124573 12.04273066530004 26.34156190417707 15.136854984797536 28.991418787743896 9.0575929866172391 9.5175343495793623 5.0012267888523629 15.12096159160137 5.6764742713421574 9.9885895396582782 17.386375102214515 5.0661692325957111
leaf_count=1858 401 347 1784 320 3710 3247 1732 1128 4998 992 592 1641 1142 1748 1038 581 359 655 520 596 607 430
internal_value=-0.00113092 0.00118162 -0.0155139 0.00476692 -0.00509336 0.00302696 -0.00937699 -0.00770205 0.00523446 -0.0137355 0.000726738 0.00471049 -0.00613312 -0.00311065 -0.025008 -0.00208129 -0.0142687 0.0138406 -0.0156725 0.00112922 0.0159916 -0.0183175
internal_weight=451.64 389.574 62.0669 248.581 140.993 210.165 81.3596 35.3328 155.278 49.9506 59.6332 38.3843 21.2489 54.8868 26.7341 31.4091 20.2363 38.4163 14.7341 15.0965 32.5073 15.235
internal_count=30426 24170 6256 13433 10737 11851 7015 2914 8245 4702 3722 2233 1489 3606 3342 2313 1917 1582 1558 997 1262 1558
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=2
num_cat=0
split_feature=0
split_gain=497.563
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050225613086179205 0.054954242629525467
leaf_weight=239.87489575985819 209.87601719796658
leaf_count=27931 2508
internal_value=-0.00111937
internal_weight=449.751
internal_count=30439
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=22
num_cat=0
split_feature=3 7 12 21 1 12 34 30 44 12 41 38 9 8 29 43 28 9 32 38 15
split_gain=5.10594 3.15113 2.09849 1.58518 1.38318 1.29583 1.10797 0.862262 0.792815 0.717479 0.672289 0.62571 0.867005 0.544698 0.529291 0.487655 0.422821 0.371046 0.263382 0.207956 0.175933
threshold=69.000000000000014 1.0000000180025095e-35 318.5800000000001 818.94500000000005 1.0000000180025095e-35 4812.1850000000004 0.90715000000000012 1625.1250000000002 361.50000000000006 2622.7950000000005 10.500000000000002 4130.0000000000009 76.485000000000014 507.04500000000007 1.0000000180025095e-35 84500.000000000015 4.5000000000000009 44.82500000000001 0.47205000000000003 3950.0000000000005 63.745000000000012
decision_type=10 10 10 8 10 10 10 10 8 8 10 10 8 10 8 10 10 8 10 10 10
left_child=1 3 14 5 7 10 8 20 -5 18 -1 15 -13 -8 16 -4 -3 -6 -9 -19 -2
right_child=4 2 11 6 17 -7 13 9 -10 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.0042860179917595031 -0.025160394670545691 0.004884862286413362 0.0065897763991143408 -0.00035478950793583016 -0.032995077222761578 -0.019967026199994534 0.00091759492771138925 -0.0037612812927651073 0.0082710233906851238 -0.014827203417207269 0.0052631121031188575 -0.021530233760272688 -0.00010168046608918702 0.020242641187402731 -0.012636150030809857 -0.0084885206308093087 -0.0041977751675807617 -0.0087589620437861712 0.008860466817630152 -0.02325157301946568 -0.0087122869990728154
leaf_weight=30.713184824679047 5.1288855271413905 51.067121371626854 5.0558650679886332 36.913313790690154 8.7847192715853435 7.0095272245816878 5.1093982970342067 5.1120269820094135 84.945410101208836 5.7973168846219769 42.355242550373077 20.610859473235905 6.655889903195205 21.894823911134154 5.1141875726170829 39.175049524288625 15.581151001155375 8.8465957082808035 10.395529748871921 7.0533930025994769 6.2994734346866608
leaf_count=2166 655 3074 323 2296 1431 694 328 392 4417 609 2514 2194 502 877 424 3381 1116 908 639 944 551
internal_value=-0.00100521 0.00113635 -0.00464237 0.0047786 -0.0147549 -0.000834582 0.00781689 -0.00742902 0.00563578 -0.0010224 0.0011781 -0.0106512 -0.016665 0.0169281 0.00133966 -0.00654685 0.00265693 -0.0236073 0.00442105 -0.0164793 -0.0179268
internal_weight=429.619 372.201 143.26 228.941 57.4179 80.078 148.863 32.7332 121.859 21.3049 73.0684 71.4977 27.2667 27.0042 71.7625 44.2309 66.6483 24.6847 15.5076 15.9 11.4284
internal_count=30435 24306 11014 13292 6129 5374 7918 2846 6713 1640 4680 6400 2696 1205 4614 3704 4190 3283 1031 1852 1206
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=2
num_cat=0
split_feature=0
split_gain=468.657
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050191293773826445 0.054667887570797803
leaf_weight=227.65665398864076 198.54667874798179
leaf_count=27923 2484
internal_value=-0.00131735
internal_weight=426.203
internal_count=30407
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=2
num_cat=0
split_feature=0
split_gain=450.263
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050158961654837235 0.054386399441355586
leaf_weight=217.36729792971164 193.92178561910987
leaf_count=28004 2542
internal_value=-0.000841601
internal_weight=411.289
internal_count=30546
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=2
num_cat=0
split_feature=0
split_gain=424.746
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050124275021198129 0.054124511751667985
leaf_weight=205.69731498137116 184.29723626375198
leaf_count=27862 2527
internal_value=-0.000834873
internal_weight=389.995
internal_count=30389
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=22
num_cat=0
split_feature=16 4 9 4 4 21 32 13 13 20 21 28 34 34 28 38 7 13 25 21 26
split_gain=4.33665 2.13323 2.04448 1.98148 1.57829 1.08415 0.996106 0.798618 0.698124 0.631226 0.562709 0.474739 0.426515 0.382388 0.344014 0.281726 0.215125 0.137497 0.0991173 0.0943886 0.0914351
threshold=1.0012500000000004 1.0000000180025095e-35 33.045000000000009 6.5000000000000009 1.0000000180025095e-35 1766.0700000000002 0.6382500000000001 105.77500000000002 38.415000000000006 1.0000000180025095e-35 3084.3900000000008 50005.000000000007 0.86585000000000012 0.88095000000000012 1.0000000180025095e-35 3950.0000000000005 1.0000000180025095e-35 90.195000000000007 1.24665 6715.4850000000015 4600.1100000000015
decision_type=8 10 8 10 10 10 10 10 10 8 8 10 8 10 10 10 10 10 8 10 8
left_child=1 5 -2 6 10 9 7 -3 -8 20 14 -11 17 16 -4 18 -7 -5 -6 -15 -1
right_child=2 3 4 12 15 13 8 -9 -10 11 -12 -13 -14 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.018251729102535457 -0.028992013141760399 -0.017929092954485491 -0.0074146225880456305 -0.00069188460029382987 -0.0039389941491571739 0.0085914668419098828 -0.012395410761442049 -0.0012945457298016122 0 0.0019429102992191511 0.010421578832300778 -0.0087817226716420376 0.02140963807483522 0.010824209753945702 0.0038208179462417332 -0.026080594272820702 -9.6301429335764543e-06 0.0088488701204695788 -0.015852548467893694 0.021681256507174944 0.0055512627273027739
leaf_weight=5.0169441848993275 13.32856904575601 23.18537767464295 22.92595715587959 5.1216663382947463 5.7204999728128332 43.376691434066743 12.930474930908529 11.481248876545576 58.014043838251382 85.62091900780797 7.0778903230093411 10.646277104970066 6.2021904285065821 12.743978359270843 8.1501079867593926 8.3917067674919945 7.3119190032593897 7.1851794337853789 5.1150127202272415 7.7923684818670145 5.5195677783340225
leaf_count=237 2169 2598 2249 407 619 2481 1346 881 4577 6169 457 1025 278 703 686 1272 569 427 656 316 335
internal_value=-0.000816854 0.0017867 -0.0118815 -0.00320474 -0.00739294 0.00529307 -0.00589401 -0.0127508 -0.00234331 0.00201323 -0.00123249 0.000627368 0.0113994 0.0100461 -0.00428485 -0.0187051 0.00727783 0.00474899 -0.0108496 0.0159914 0.0130899
internal_weight=372.859 302.149 70.7097 124.12 57.3812 178.029 105.611 34.6666 70.9445 106.804 38.154 96.2672 18.509 71.225 31.0761 19.2272 50.6886 12.3068 10.8355 20.5363 10.5365
internal_count=30457 22349 8108 10514 5939 11835 9402 3479 5923 7766 3392 7194 1112 4069 2935 2547 3050 834 1275 1019 572
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=2
num_cat=0
split_feature=0
split_gain=403.259
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050091888335814176 0.053883164679171869
leaf_weight=195.95238216826692 176.11154259368777
leaf_count=27963 2532
internal_value=-0.000850756
internal_weight=372.064
internal_count=30495
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=21
num_cat=0
split_feature=1 3 15 12 45 3 7 38 44 13 43 26 24 26 44 12 32 9 34 14
split_gain=4.18509 1.95212 1.66092 1.21554 0.818007 0.65972 0.667753 0.57025 0.490404 0.709161 0.535551 0.425279 0.408691 0.392009 0.34294 0.277375 0.267221 0.221358 0.0972458 0.00192002
threshold=1.0000000180025095e-35 778.00000000000011 35.335000000000008 225.66500000000002 304.50000000000006 45.000000000000007 1.0000000180025095e-35 5416.0000000000009 600.50000000000011 65.02500000000002 160500.00000000003 5300.2000000000007 9.5000000000000018 4499.2600000000011 158.50000000000003 12028.120000000001 0.7803500000000001 20.495000000000001 0.83725000000000016 1.5004500000000001
decision_type=8 8 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10 10 10 10
left_child=2 3 7 12 5 6 -4 13 9 -5 -10 -6 16 -1 -7 -15 -2 -14 -13 -3
right_child=1 19 4 8 11 14 -8 -9 10 -11 -12 18 17 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.010395586715738555 -0.0098035084436310527 -0.029318976093016098 0.0059742772079824777 -0.023989207536098255 0 0.0031968651017887993 -0.0028092466556187013 -0.017202928168562136 -0.00063035764940953072 -0.0064066660137970218 -0.013172542001572005 0.009125719668617702 -0.0022292945160829361 0.011056291261370735 -0.010890804734270745 -0.0033466272036775831 0.00068825377907969529 0.0061339403326108521 0.018494766437971343 -0.014371369538615132
leaf_weight=7.507442274130887 12.752217736095192 8.4907528560142946 122.37939164787531 12.713204218540339 6.4939723224379113 5.5829313378781107 24.770596179645509 9.6143432720564288 20.942729476839304 13.290738804265859 14.607216182630507 11.598779978230597 10.364546715281902 5.2770759654231343 10.581906768959014 5.6620222255587587 9.1594670210033637 21.890573769807816 14.020613227970896 5.2343582313042125
leaf_count=818 1249 1616 8081 1905 462 464 2019 1162 2013 1429 1742 648 877 334 1181 480 736 1625 660 852
internal_value=-0.000883917 -0.00801522 0.0032416 -0.00572046 0.0048956 0.00337532 0.00445297 -0.00787766 -0.0104701 -0.0157579 -0.00614005 0.0121407 -0.000140541 -0.00212552 -0.0058312 0.00352672 -0.00536092 0.00331 0.0149431 -0.0253211
internal_weight=352.935 129.446 223.489 115.721 195.428 163.315 147.15 28.0609 61.5539 26.0039 35.5499 32.1134 54.1668 18.4465 16.1648 10.9391 21.9117 32.2551 25.6194 13.7251
internal_count=30353 14044 16309 11576 13515 11745 10100 2794 7089 3334 3755 1770 4487 1632 1645 814 1985 2502 1308 2468
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=2
num_cat=0
split_feature=0
split_gain=380.775
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050058267757150603 0.053657232861626103
leaf_weight=185.4899677534122 167.41032245010138
leaf_count=27891 2519
internal_value=-0.000830553
internal_weight=352.9
internal_count=30410
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=2
num_cat=0
split_feature=0
split_gain=363.792
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.050027422053475712 0.053442814153149804
leaf_weight=177.37035851832479 161.19459877163172
leaf_count=28024 2536
internal_value=-0.000737041
internal_weight=338.565
internal_count=30560
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=19
num_cat=0
split_feature=1 14 15 21 25 21 38 19 14 41 7 18 18 9 8 30 12 12
split_gain=3.56389 1.8724 1.17914 0.939257 0.805133 0.759943 0.750643 0.714153 0.697645 0.510988 0.456742 0.385141 0.36088 0.453559 0.27206 0.23426 0.119903 0.0305596
threshold=1.0000000180025095e-35 1.0000500000000001 33.345000000000006 1394.3250000000003 1.0000500000000001 5530.6350000000011 4315.0000000000009 8.5000000000000018 1.4581500000000001 3.5000000000000004 1.0000000180025095e-35 1.0725500000000003 0.55305000000000015 131.67500000000004 4959.5850000000009 3001.2500000000005 335.71000000000004 3711.0000000000005
decision_type=10 8 8 10 8 8 10 10 8 8 10 10 8 8 8 8 10 10
left_child=2 4 3 9 12 8 11 -8 10 -1 -4 -6 13 -2 -7 -14 -3 -16
right_child=1 16 5 -5 6 14 7 -9 -10 -11 -12 -13 15 -15 17 -17 -18 -19
leaf_value=-0.023458456752262338 -0.0094924778126488311 -0.013929371610113764 0.0050225415274129164 0.0044596531993788772 -0.012266745071864177 0.0042589142156903214 -0.019787314986558519 -0.0007276470425871622 -0.010260975102718154 -0.0034958586054642422 -0.0022903652071637379 -0.0014563826818102636 0.01277023470115406 0.0070622317945004259 0.019484107500267037 0 -0.029545256779881936 0.0090529764780146477
leaf_weight=7.4229404581710705 9.7841380843892711 7.23698178352788 121.43432573089376 9.2553100390359742 10.212991418084128 9.7361890617758053 18.695674739079553 7.3952843202278009 8.3169415881857258 6.9326288949232557 24.22022813744843 38.053989767096937 7.6521695146802822 5.5059862202033392 9.2828583018854243 5.0012838952243337 8.1394422925077361 6.6340075936168423
leaf_count=1132 1053 1160 9038 730 1293 664 2705 795 1047 740 2174 3964 528 409 440 455 1795 389
internal_value=-0.00106587 -0.00796516 0.00292392 -0.00729699 -0.0053293 0.00432806 -0.00803177 -0.0147958 0.00291387 -0.0149992 0.00376509 -0.00404783 0.00171826 -0.0031566 0.0122008 0.00777489 -0.0238003 0.0162242
internal_weight=320.913 117.678 203.235 23.6109 102.302 179.625 74.3579 26.091 153.971 14.3556 145.655 48.267 27.9436 15.2901 25.6531 12.6535 15.3764 15.9169
internal_count=30511 14157 16354 2602 11202 13752 8757 3500 12259 1872 11212 5257 2445 1462 1493 983 2955 829
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=20
num_cat=0
split_feature=14 1 44 28 15 41 32 32 34 45 32 1 15 20 21 18 33 44 18
split_gain=3.32796 1.19566 0.855104 0.835 0.808126 0.79592 0.662815 0.744842 0.596385 0.510883 0.495477 0.642199 0.489864 0.451166 0.34284 0.340774 0.326803 0.295292 0.187139
threshold=1.0000500000000001 1.0000000180025095e-35 349.50000000000006 3.5000000000000004 45.82500000000001 7.0000000000000009 0.71575000000000011 0.80765000000000009 0.77545000000000008 284.50000000000006 0.61955000000000016 4.5000000000000009 85.635000000000005 0.049250000000000009 940.47500000000014 -0.20314999999999997 94.315000000000012 303.50000000000006 1.1179500000000002
decision_type=8 10 10 10 10 10 8 8 10 10 10 10 8 10 10 10 8 10 8
left_child=1 2 5 6 9 12 17 -8 16 18 11 -6 -1 -7 -10 -12 -4 -2 -3
right_child=3 4 8 -5 10 13 7 -9 14 -11 15 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.011497113865106344 -0.0049663448064493944 -0.007442576052146677 0.0072246370890941469 -0.026714806401144237 -0.010376469336207367 0.011281219042333479 0.0098914107639914133 -0.012263949551388346 0.0010256632267549093 -0.0010539274102956088 -0.0066517615027284595 0.0069670508144021558 0.00094116865511774958 0.00075689324431717393 0.010877838762943435 0.003481638535999588 -0.0034915796009071438 -0.022889480267499353 -0.023834970702983391
leaf_weight=17.883344503119588 5.2431457159109431 5.4075235398486274 10.437490457668899 10.057782780379055 20.990081538679082 13.227723135612903 6.7778473873622689 6.3530334343668082 12.010546382050959 8.0201620114967209 8.7256158420350385 5.9129784100223324 12.193625661078842 40.744825002737343 57.579894651193172 49.376324033830315 17.523244815412912 7.4738237354904413 6.5686376236844808
leaf_count=1871 636 707 719 2017 2530 911 643 907 997 847 988 483 937 3330 3574 4533 1510 1284 1108
internal_value=-0.000586037 0.00121358 0.00367435 -0.0147299 -0.00298968 0 -0.00905884 -0.000583357 0.00683425 -0.0117922 -0.000747825 -0.0062723 -0.00642555 0.00358547 0.00928691 0.00178843 0.000447376 -0.0167651 -0.0179627
internal_weight=322.508 286.602 181.601 35.9056 105.001 84.0495 25.8479 13.1309 97.5512 19.9963 85.005 26.9031 30.077 53.9725 69.5904 58.1019 27.9607 12.717 11.9762
internal_count=30532 25045 13849 5487 11196 7049 3470 1550 6800 2662 8534 3013 2808 4241 4571 5521 2229 1920 1815
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=16
num_cat=0
split_feature=1 3 15 12 21 3 34 8 12 7 9 38 22 35 8
split_gain=3.17557 1.67752 1.14281 1.04363 0.752621 0.572733 0.837359 0.502557 0.516843 0.467781 0.357256 0.354646 0.285164 0.252461 0.250143
threshold=1.0000000180025095e-35 778.00000000000011 28.285000000000004 225.66500000000002 798.6450000000001 45.000000000000007 0.96505000000000007 3717.1150000000002 1080.1550000000004 1.0000000180025095e-35 54.32500000000001 1135.0000000000002 85.610000000000014 4.9392500000000004 1580.7600000000002
decision_type=10 10 10 10 8 10 10 10 10 10 8 10 10 10 8
left_child=2 3 4 11 -1 6 9 8 -5 -4 -9 -2 -8 -13 -7
right_child=1 -3 5 7 -6 14 12 10 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.017378968407958308 0.010253196273274076 -0.024605185569616779 0.0052637582384680442 -0.0053976731385655952 0.0013166668833376209 -0.0095387123372050932 0.0056310196057343031 -0.010922088991302641 -0.017732098045409952 -0.0018255126970785664 0.0036991363992121178 -0.010192515580422654 0.022954922257052108 0 0.0014384813662978281
leaf_weight=9.7247339065652358 6.4449608130380502 11.770078289089723 126.04245465947315 17.515435377834365 9.635278436355291 8.8900554403662699 5.6878805388696474 5.5996158875059319 22.421691359719262 26.774976240471005 9.9039114934857917 6.0784441605210295 7.681517971213907 36.846010043052956 9.0757415872067195
leaf_count=1393 464 2477 9060 2084 842 1121 378 734 3372 2339 949 679 354 3370 846
internal_value=-0.000777969 -0.00733571 0.00297162 -0.0051349 -0.0082211 0.00421337 0.00514371 -0.00978023 -0.0127087 0.00398536 -0.00162066 7.30307e-05 0.0168374 -0.00154028 -0.00394629
internal_weight=320.093 116.58 203.513 104.81 19.36 184.153 166.187 55.4407 39.9371 152.817 15.5035 49.3694 13.3694 42.9245 17.9658
internal_count=30462 14129 16333 11652 2235 14098 12131 7139 5456 11399 1683 4513 732 4049 1967
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=2
num_cat=0
split_feature=0
split_gain=342.696
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049993585372905831 0.053217308330539573
leaf_weight=167.37965207570232 152.96776205673814
leaf_count=27984 2541
internal_value=-0.00068198
internal_weight=320.347
internal_count=30525
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=2
num_cat=0
split_feature=0
split_gain=323.246
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04996245861683353 0.053018923455602954
leaf_weight=159.72222972847521 143.89464611560106
leaf_count=28034 2496
internal_value=-0.00112574
internal_weight=303.617
internal_count=30530
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=2
num_cat=0
split_feature=0
split_gain=310.359
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049928326328336554 0.052820741316043543
leaf_weight=151.41793350991793 140.92857353016734
leaf_count=27973 2571
internal_value=-0.000368847
internal_weight=292.347
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=2
num_cat=0
split_feature=0
split_gain=290.793
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049894995430560501 0.052646780581341993
leaf_weight=143.59838203946128 131.48365464434028
leaf_count=27831 2500
internal_value=-0.000850826
internal_weight=275.082
internal_count=30331
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=2
num_cat=0
split_feature=0
split_gain=277.997
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049862523676800774 0.05247688042313825
leaf_weight=136.65087401447818 127.12184078991413
leaf_count=27801 2531
internal_value=-0.000510572
internal_weight=263.773
internal_count=30332
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=2
num_cat=0
split_feature=0
split_gain=263.567
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049831226687573088 0.052292928772637352
leaf_weight=130.63317520869896 120.48726119101048
leaf_count=27952 2521
internal_value=-0.000799292
internal_weight=251.12
internal_count=30473
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=2
num_cat=0
split_feature=0
split_gain=250.976
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04979858393571307 0.052135912334123784
leaf_weight=124.48795960494317 115.39186078496277
leaf_count=27989 2529
internal_value=-0.000730351
internal_weight=239.88
internal_count=30518
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=2
num_cat=0
split_feature=0
split_gain=239.359
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049765001518662207 0.051987327032113721
leaf_weight=118.50654143537395 110.92581168189645
leaf_count=27995 2547
internal_value=-0.000536033
internal_weight=229.432
internal_count=30542
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=2
num_cat=0
split_feature=0
split_gain=225.92
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049729428759433904 0.051827431421347374
leaf_weight=112.46266486076638 104.84578693471849
leaf_count=27904 2528
internal_value=-0.000694972
internal_weight=217.308
internal_count=30432
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=2
num_cat=0
split_feature=0
split_gain=214.131
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049696322562904308 0.05167918798292967
leaf_weight=107.40369489346631 99.269643617793918
leaf_count=28008 2510
internal_value=-0.000965031
internal_weight=206.673
internal_count=30518
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=2
num_cat=0
split_feature=0
split_gain=204.977
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049658087199826013 0.051553593734132708
leaf_weight=101.66934503405355 96.558243336156011
leaf_count=27833 2558
internal_value=-0.000320665
internal_weight=198.228
internal_count=30391
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=2
num_cat=0
split_feature=0
split_gain=193.139
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049624008027966911 0.051407335786084862
leaf_weight=97.179074154933915 90.284527020528913
leaf_count=27961 2510
internal_value=-0.000925085
internal_weight=187.464
internal_count=30471
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=2
num_cat=0
split_feature=0
split_gain=185.288
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049588121502998198 0.051289155720326211
leaf_weight=92.635948854847811 87.581614958122373
leaf_count=27968 2549
internal_value=-0.000523981
internal_weight=180.218
internal_count=30517
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=2
num_cat=0
split_feature=0
split_gain=174.928
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049547103019275424 0.051162422495471219
leaf_weight=87.780096386559308 82.831345291808248
leaf_count=27888 2524
internal_value=-0.000610576
internal_weight=170.611
internal_count=30412
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=2
num_cat=0
split_feature=0
split_gain=165.838
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049511703182190545 0.051022230641014438
leaf_weight=84.035485390457325 78.246384589001536
leaf_count=28041 2513
internal_value=-0.000991686
internal_weight=162.282
internal_count=30554
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=2
num_cat=0
split_feature=0
split_gain=156.96
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049472488650791263 0.050897929724391944
leaf_weight=80.073826752020977 73.965116100385785
leaf_count=28042 2489
internal_value=-0.00122779
internal_weight=154.039
internal_count=30531
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=2
num_cat=0
split_feature=0
split_gain=151.515
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049429636854955175 0.050807871964572121
leaf_weight=76.049742388655432 72.816403236240149
leaf_count=27976 2568
internal_value=-0.000354226
internal_weight=148.866
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=2
num_cat=0
split_feature=0
split_gain=142.764
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049389411634351829 0.05067746618853719
leaf_weight=72.612644824082963 68.099625959992409
leaf_count=28043 2519
internal_value=-0.000909528
internal_weight=140.712
internal_count=30562
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=2
num_cat=0
split_feature=0
split_gain=135.615
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049343045912508099 0.050572984532573584
leaf_weight=68.902072775061242 65.046893779188395
leaf_count=27946 2517
internal_value=-0.000770607
internal_weight=133.949
internal_count=30463
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=2
num_cat=0
split_feature=0
split_gain=127.45
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049298137468773713 0.050441350740339543
leaf_weight=65.640219030668959 60.664222099818289
leaf_count=27979 2464
internal_value=-0.0013339
internal_weight=126.304
internal_count=30443
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=2
num_cat=0
split_feature=0
split_gain=122.89
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049248730269251792 0.050357318222820781
leaf_weight=62.305420461343601 59.614635845646262
leaf_count=27878 2546
internal_value=-0.000490734
internal_weight=121.92
internal_count=30424
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=2
num_cat=0
split_feature=0
split_gain=115.788
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049200331016778349 0.050235455370283288
leaf_weight=59.352022338076495 55.854724866338074
leaf_count=27932 2498
internal_value=-0.000931241
internal_weight=115.207
internal_count=30430
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=2
num_cat=0
split_feature=0
split_gain=110.796
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049152889846050284 0.050138146634389126
leaf_weight=56.692338188760914 53.764444645494223
leaf_count=28004 2525
internal_value=-0.000762245
internal_weight=110.457
internal_count=30529
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=2
num_cat=0
split_feature=0
split_gain=105.809
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049096589044906228 0.050046380290122039
leaf_weight=53.762776670977473 51.914247622713447
leaf_count=27928 2558
internal_value=-0.000332771
internal_weight=105.677
internal_count=30486
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=2
num_cat=0
split_feature=0
split_gain=99.5217
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.049041086525299142 0.04991889274599403
leaf_weight=51.129398194898386 48.557227037847042
leaf_count=27843 2516
internal_value=-0.00077111
internal_weight=99.6866
internal_count=30359
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=2
num_cat=0
split_feature=0
split_gain=95.1041
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048988355723473986 0.04982545136967332
leaf_weight=48.858092038193718 46.592942755669355
leaf_count=27932 2528
internal_value=-0.000685592
internal_weight=95.451
internal_count=30460
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=2
num_cat=0
split_feature=0
split_gain=89.7323
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048929875557995946 0.049705183825241986
leaf_weight=46.52996760501992 43.781013137660921
leaf_count=27927 2488
internal_value=-0.00103807
internal_weight=90.311
internal_count=30415
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=2
num_cat=0
split_feature=0
split_gain=85.4555
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04887591640645933 0.049592379613550785
leaf_weight=44.569779919344001 41.656628323718905
leaf_count=28079 2495
internal_value=-0.00122464
internal_weight=86.2264
internal_count=30574
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=2
num_cat=0
split_feature=0
split_gain=81.6233
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048808495158440761 0.049507169249357941
leaf_weight=42.300596204411704 40.192748530767858
leaf_count=28016 2514
internal_value=-0.000827618
internal_weight=82.4933
internal_count=30530
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=12
num_cat=0
split_feature=1 12 12 32 6 32 28 38 32 38 13
split_gain=0.482903 0.232175 0.215531 0.184198 0.153431 0.146116 0.0973868 0.0747729 0.042501 0.0370677 0.0121477
threshold=1.0000000180025095e-35 8.3400000000000016 1.0000000180025095e-35 0.75065000000000015 0.30515000000000009 0.79405000000000014 1.0000000180025095e-35 3505.0000000000005 0.65395000000000014 3650.0000000000005 65.02500000000002
decision_type=10 10 10 10 10 10 10 10 8 10 8
left_child=1 6 9 7 -5 10 8 -3 -1 -2 -4
right_child=2 3 5 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-5.4518775367674141e-05 0.0023858345084311525 0 -0.015676755685521935 -0.0019704657704755608 0.0070803777899772491 -0.0019779377080764173 0.010134508992101049 -0.0073328947600144467 0.0050703204004511832 -0.0029041491743617034 -0.0061923680697349584
leaf_weight=5.5807277807034561 6.2667953777126986 5.1320717274211374 5.3754730636137529 6.7398996884003308 9.3007205186877382 7.2249462064355603 9.4315212753135693 8.0459056847030279 5.7873299655038872 5.0830679275095463 5.2199463615543236
leaf_count=1848 2181 1851 3675 2637 2534 3487 2452 3431 1627 2105 2695
internal_value=-0.000408614 0.00249507 -0.00547096 -0.000247514 0.00309154 -0.00875282 0.00641175 -0.00459595 0.00234921 0 -0.0123724
internal_weight=79.1884 50.0182 29.1702 29.2186 16.0406 17.8204 20.7996 13.178 11.3681 11.3499 10.5954
internal_count=30523 16380 14143 10453 5171 9857 5927 5282 3475 4286 6370
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=11
num_cat=0
split_feature=6 4 4 21 12 25 12 32 38 6
split_gain=0.482949 0.379835 0.325509 0.187196 0.186634 0.0923985 0.0733419 0.0603055 0.0525572 0.050177
threshold=0.022950000000000002 1.0000000180025095e-35 5.5000000000000009 688.75500000000022 327.44000000000005 1.3210500000000003 827.98000000000013 0.68135000000000012 7050.0000000000009 0.44255000000000005
decision_type=8 10 10 8 10 10 10 10 10 8
left_child=-1 3 4 6 7 8 -2 -3 -5 -6
right_child=1 2 -4 5 9 -7 -8 -9 -10 -11
leaf_value=-0.013497747400982977 0.0012116110350345842 -0.0050193007278653721 0.0063141871794915594 0.0082570434298732034 -0.013657564127006775 0 -0.0056722827393769493 0.00143735067816598 0.0013799772480891607 -0.0042079246423140466
leaf_weight=5.8666968774050465 7.8970420983969216 5.0167764459038207 5.0331151311984277 17.822003256413161 7.0338788481894854 6.5199999127653419 5.0646076915436424 6.5446687007788569 6.0034816173138088 5.5828242888674149
leaf_count=3654 2705 2117 1565 5004 4095 2247 2285 2274 1974 2554
internal_value=-0.000804517 0.000323977 -0.00392849 0.0033291 -0.00642537 0.00545927 -0.00133368 -0.00114284 0.00685097 -0.0104595
internal_weight=78.3851 72.5184 29.2113 43.3071 24.1781 30.3455 12.9616 11.5614 23.8255 12.6167
internal_count=30474 26820 12605 14215 11040 9225 4990 4391 6978 6649
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=2
num_cat=0
split_feature=0
split_gain=76.9406
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048737924988229632 0.049384425633311996
leaf_weight=40.135445228777826 37.839883961714804
leaf_count=27979 2491
internal_value=-0.0010354
internal_weight=77.9753
internal_count=30470
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=9
num_cat=0
split_feature=12 7 8 32 32 8 45 41
split_gain=0.390923 0.282082 0.221648 0.140154 0.0897385 0.0906823 0.0725678 0.0555654
threshold=0.14500000000000005 1.0000000180025095e-35 927.65500000000009 0.76185000000000014 0.62175000000000014 1124.9950000000001 258.50000000000006 7.0000000000000009
decision_type=10 10 10 10 10 10 10 10
left_child=4 2 -2 -4 7 -6 -3 -1
right_child=1 6 3 -5 5 -7 -8 -9
leaf_value=-0.0036180098083141801 -0.0063574815539011904 -0.011254197803452343 -0.0012489629777825805 0.0067765246165874746 0.00018867798328165241 0.0080304200730575703 -0.0025959428795308834 0.0029584140455466627
leaf_weight=5.0203334703692253 9.5856453660526331 10.602664107747843 9.4280039630248229 9.1278270208858867 7.1205977998324697 11.942844079341738 6.2045423862873568 5.8676635135198012
leaf_count=2071 4627 6322 3734 2704 2655 3385 3103 1924
internal_value=-0.00075056 -0.00372093 -0.000401173 0.00258784 0.00352179 0.00550597 -0.00866398 0
internal_weight=74.9001 44.9487 28.1415 18.5558 29.9514 19.0634 16.8072 10.888
internal_count=30525 20490 11065 6438 10035 6040 9425 3995
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=2
num_cat=0
split_feature=0
split_gain=73.7612
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048673516792229685 0.049297732958427438
leaf_weight=38.344732909637969 36.542056948877871
leaf_count=28083 2525
internal_value=-0.000781535
internal_weight=74.8868
internal_count=30608
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=2
num_cat=0
split_feature=0
split_gain=69.4352
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04858875048268909 0.049174033849077252
leaf_weight=36.183162079949398 34.502073200419545
leaf_count=27817 2503
internal_value=-0.000779843
internal_weight=70.6852
internal_count=30320
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=11
num_cat=0
split_feature=10 4 4 21 24 45 13 43 8 44
split_gain=0.364143 0.226457 0.215672 0.189734 0.145277 0.119389 0.067187 0.0457874 0.039286 0.0382125
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 798.6450000000001 10.500000000000002 238.50000000000003 74.865000000000023 180500.00000000003 1124.9950000000001 367.50000000000006
decision_type=8 10 10 10 10 10 8 10 10 10
left_child=1 3 5 7 -2 6 -3 -1 -5 -10
right_child=4 2 -4 8 -6 -7 -8 -9 9 -11
leaf_value=0.001505253716612899 -0.012131593124868372 -0.012547620390143161 0.0051099727378860118 0.00093433744856734563 -0.00034170245621224316 0 -0.002733460573567784 -0.0040975646943186908 0.002143731466192064 0.0092766632579973987
leaf_weight=5.1156716598779877 7.3975986164296028 5.0709349983953889 5.2187155734281978 5.07962595636491 5.2037589997053146 5.9661773401894598 5.7920763054280577 6.0453622360946611 5.5207109677721773 11.578680326172615
leaf_count=2041 5199 3239 1941 1988 2715 2594 2603 2820 1961 3429
internal_value=-0.000632965 0.00106988 -0.0026621 0.00368911 -0.00801362 -0.00550408 -0.00840779 -0.00120575 0.00631378 0.00749566
internal_weight=67.9893 55.388 22.0479 33.3401 12.6014 16.8292 10.863 11.161 22.179 17.0994
internal_count=30530 22616 10377 12239 7914 8436 5842 4861 7378 5390
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=2
num_cat=0
split_feature=0
split_gain=66.2585
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048524873518256725 0.049066425583412197
leaf_weight=34.720386821369175 32.893392940051854
leaf_count=28077 2504
internal_value=-0.000951698
internal_weight=67.6138
internal_count=30581
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=2
num_cat=0
split_feature=0
split_gain=63.381
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04844309899350694 0.048981810071675715
leaf_weight=32.983705295890104 31.81054325774312
leaf_count=27973 2534
internal_value=-0.000519137
internal_weight=64.7942
internal_count=30507
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=2
num_cat=0
split_feature=0
split_gain=60.3011
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048363805946192329 0.048870044170014289
leaf_weight=31.453728931723163 30.344234950840473
leaf_count=27995 2537
internal_value=-0.000522178
internal_weight=61.798
internal_count=30532
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=2
num_cat=0
split_feature=0
split_gain=57.0209
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048282544213478835 0.048734392069234855
leaf_weight=30.019441070442554 28.592108143493533
leaf_count=28062 2510
internal_value=-0.000847892
internal_weight=58.6115
internal_count=30572
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=2
num_cat=0
split_feature=0
split_gain=54.3981
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048189182534726045 0.048639037128329461
leaf_weight=28.511036784155294 27.523780367802829
leaf_count=27980 2523
internal_value=-0.000521498
internal_weight=56.0348
internal_count=30503
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=2
num_cat=0
split_feature=0
split_gain=51.7133
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04810059479848143 0.048516489704817922
leaf_weight=27.209117862686981 26.204641782213002
leaf_count=28028 2523
internal_value=-0.000588116
internal_weight=53.4138
internal_count=30551
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=2
num_cat=0
split_feature=0
split_gain=49.1007
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.048008430675670524 0.048387825507254623
leaf_weight=25.968228620069567 24.891277866903692
leaf_count=28058 2512
internal_value=-0.000711146
internal_weight=50.8595
internal_count=30570
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=2
num_cat=0
split_feature=0
split_gain=46.9322
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047907179804118953 0.048286489441502121
leaf_weight=24.720249661419075 24.007802628912032
leaf_count=28003 2545
internal_value=-0.000395061
internal_weight=48.7281
internal_count=30548
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=2
num_cat=0
split_feature=0
split_gain=44.5529
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047802084909890297 0.048156799652468135
leaf_weight=23.54010071977973 22.852226462680846
leaf_count=28005 2539
internal_value=-0.000409794
internal_weight=46.3923
internal_count=30544
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=2
num_cat=0
split_feature=0
split_gain=42.0975
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047693210489711015 0.048002333833106141
leaf_weight=22.423882895323914 21.559369129594415
leaf_count=27971 2509
internal_value=-0.000650416
internal_weight=43.9833
internal_count=30480
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=2
num_cat=0
split_feature=0
split_gain=40.2484
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047576774532813129 0.047897035192364691
leaf_weight=21.335638486343669 20.823884370736778
leaf_count=27920 2547
internal_value=-0.00028634
internal_weight=42.1595
internal_count=30467
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=2
num_cat=0
split_feature=0
split_gain=37.7203
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047442821535168787 0.047710373298697172
leaf_weight=20.198762138839811 19.472108283545822
leaf_count=27701 2496
internal_value=-0.000590033
internal_weight=39.6709
internal_count=30197
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=2
num_cat=0
split_feature=0
split_gain=36.0825
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047346729002863547 0.047572256967442765
leaf_weight=19.45504965307191 18.608322331681848
leaf_count=27946 2502
internal_value=-0.000785072
internal_weight=38.0634
internal_count=30448
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=2
num_cat=0
split_feature=0
split_gain=34.6784
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047214404997978736 0.04749022105773365
leaf_weight=18.507765363814542 18.159261189866811
leaf_count=27902 2552
internal_value=-0.000163803
internal_weight=36.667
internal_count=30454
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=2
num_cat=0
split_feature=0
split_gain=32.9721
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.047083644042212991 0.04734392506731145
leaf_weight=17.653310953319306 17.327045110985637
leaf_count=27887 2537
internal_value=-0.000155407
internal_weight=34.9804
internal_count=30424
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=2
num_cat=0
split_feature=0
split_gain=31.3376
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046947624687643894 0.047189005203530088
leaf_weight=16.839955502247903 16.524806819856167
leaf_count=27902 2541
internal_value=-0.000161949
internal_weight=33.3648
internal_count=30443
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=2
num_cat=0
split_feature=0
split_gain=29.5824
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046808141287932016 0.046987587625144822
leaf_weight=16.075616893096598 15.555351447779683
leaf_count=27913 2514
internal_value=-0.000502034
internal_weight=31.631
internal_count=30427
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=4
num_cat=0
split_feature=8 32 12
split_gain=0.128676 0.0820772 0.0534156
threshold=710.0150000000001 0.76535000000000009 1.0000000180025095e-35
decision_type=10 8 10
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0053288370669537719 0.0021457766616278726 0.0049958152580810034 -0.0037452265966838073
leaf_weight=8.5656141886720452 5.6405914161296113 9.0665533698047494 6.905078831652645
leaf_count=10526 4531 7334 7950
internal_value=-0.000354099 0.0015449 -0.000764605
internal_weight=30.1778 21.6122 12.5457
internal_count=30341 19815 12481
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=2
num_cat=0
split_feature=0
split_gain=28.0204
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046661032628503941 0.04680195386679694
leaf_weight=15.336619736393915 14.748259180458261
leaf_count=27926 2501
internal_value=-0.000650935
internal_weight=30.0849
internal_count=30427
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=2
num_cat=0
split_feature=0
split_gain=26.6006
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046508004061041185 0.04662402147291575
leaf_weight=14.632171620061856 14.044436496682463
leaf_count=27895 2496
internal_value=-0.000693778
internal_weight=28.6766
internal_count=30391
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=2
num_cat=0
split_feature=0
split_gain=25.3423
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046348720641978591 0.046464144705796136
leaf_weight=13.960336277174067 13.4643599151168
leaf_count=27891 2507
internal_value=-0.00057409
internal_weight=27.4247
internal_count=30398
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=2
num_cat=0
split_feature=0
split_gain=24.3339
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046198102538012882 0.046338266815293898
leaf_weight=13.376146654001788 13.04357896116562
leaf_count=27991 2537
internal_value=-0.000306188
internal_weight=26.4197
internal_count=30528
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=3
num_cat=0
split_feature=4 21
split_gain=0.101265 0.0526424
threshold=1.0000000180025095e-35 818.94500000000005
decision_type=8 10
left_child=1 -1
right_child=-2 -3
leaf_value=-0.0010325995797839909 -0.0041446727622563287 0.0042646074724862655
leaf_weight=5.688852025690724 9.9274733686470409 9.5516916001506598
leaf_count=7208 13998 9254
internal_value=-0.000275102 0.00203761
internal_weight=25.168 15.2405
internal_count=30460 16462
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=4
num_cat=0
split_feature=4 21 38
split_gain=0.0783812 0.0391872 0.000403999
threshold=1.0000000180025095e-35 698.16500000000008 4180.0000000000009
decision_type=10 8 10
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0010857140964671112 -0.0036992242063503978 0.0046547651359327459 0.00092620025065786855
leaf_weight=5.0382336871698508 9.9686304749193351 5.2186026408890029 5.0336588874342851
leaf_count=6456 13998 4830 5255
internal_value=-0.000289298 0.00171749 0.00351347
internal_weight=25.2591 15.2905 10.2523
internal_count=30539 16541 10085
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=2
num_cat=0
split_feature=0
split_gain=22.8308
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.046012612677357248 0.046078127238522393
leaf_weight=12.715310955391034 12.211753878509624
leaf_count=27925 2493
internal_value=-0.000667427
internal_weight=24.9271
internal_count=30418
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=2
num_cat=0
split_feature=0
split_gain=21.7653
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045839280677835104 0.045905110175268965
leaf_weight=12.150559384332157 11.712593083968384
leaf_count=27948 2490
internal_value=-0.000572703
internal_weight=23.8632
internal_count=30438
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=2
num_cat=0
split_feature=0
split_gain=20.7596
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045654511520046064 0.04573389106706488
leaf_weight=11.597217656788418 11.261479017091913
leaf_count=27953 2511
internal_value=-0.000392087
internal_weight=22.8587
internal_count=30464
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=2
num_cat=0
split_feature=0
split_gain=19.9301
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045477522375449414 0.045596311005980966
leaf_weight=11.108965206876748 10.919803629862143
leaf_count=27965 2536
internal_value=-9.49535e-05
internal_weight=22.0288
internal_count=30501
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=3
num_cat=0
split_feature=1 12
split_gain=0.0773665 0.0234633
threshold=1.0000000180025095e-35 327.44000000000005
decision_type=10 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.0034665900194618344 -0.004485783784843606 -2.5576874365314901e-06
leaf_weight=6.2407535896491044 7.6239953532640348 6.9793081050302135
leaf_count=6932 14098 9448
internal_value=-0.000622827 0.00141211
internal_weight=20.8441 13.2201
internal_count=30478 16380
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=2
num_cat=0
split_feature=0
split_gain=19.0172
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045307055050060954 0.045393738339467048
leaf_weight=10.673270312734532 10.444187071640043
leaf_count=28140 2547
internal_value=-0.000198353
internal_weight=21.1175
internal_count=30687
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=2
num_cat=0
split_feature=0
split_gain=17.8842
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.045090427649591786 0.045107653874752546
leaf_weight=10.162154150020799 9.8227818140294385
leaf_count=28015 2506
internal_value=-0.00048206
internal_weight=19.9849
internal_count=30521
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=2
num_cat=0
split_feature=0
split_gain=17.0953
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.044887553658490162 0.044928051351708423
leaf_weight=9.7225234813959123 9.4705681174527836
leaf_count=28026 2523
internal_value=-0.000291467
internal_weight=19.1931
internal_count=30549
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=2
num_cat=0
split_feature=0
split_gain=16.2811
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.044668021393649865 0.044722264468416428
leaf_weight=9.284034049240292 9.0916284003760648
leaf_count=28014 2531
internal_value=-0.000157258
internal_weight=18.3757
internal_count=30545
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=2
num_cat=0
split_feature=0
split_gain=15.3433
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04444065061646723 0.044415741431727752
leaf_weight=8.8659938712371531 8.5688309768447635
leaf_count=27943 2498
internal_value=-0.000458071
internal_weight=17.4348
internal_count=30441
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=2
num_cat=0
split_feature=0
split_gain=14.6237
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.044208813966242565 0.04420090944292604
leaf_weight=8.4733250654971943 8.2368580729234946
leaf_count=27982 2511
internal_value=-0.000312077
internal_weight=16.7102
internal_count=30493
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=2
num_cat=0
split_feature=0
split_gain=13.8582
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043978350460091631 0.043916762900582364
leaf_weight=8.1126643391180533 7.8270271661458546
leaf_count=27968 2499
internal_value=-0.000478491
internal_weight=15.9397
internal_count=30467
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=2
num_cat=0
split_feature=0
split_gain=13.3015
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043764089673282214 0.043727919664152633
leaf_weight=7.801173475018004 7.5761024015955627
leaf_count=28103 2523
internal_value=-0.000315085
internal_weight=15.3773
internal_count=30626
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=2
num_cat=0
split_feature=0
split_gain=12.6627
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043489899718096331 0.043506898705562853
leaf_weight=7.4320563292276347 7.2989875653292984
leaf_count=27943 2542
internal_value=-4.10699e-05
internal_weight=14.731
internal_count=30485
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=2
num_cat=0
split_feature=0
split_gain=11.9973
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.043237092802336008 0.043200633354444601
leaf_weight=7.1181861813383875 6.9393896071705967
leaf_count=28004 2512
internal_value=-0.000200571
internal_weight=14.0576
internal_count=30516
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=2
num_cat=0
split_feature=0
split_gain=11.4763
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042985488415126769 0.042980544817600608
leaf_weight=6.828121476668457 6.7011049089487642
leaf_count=28047 2532
internal_value=-3.42716e-05
internal_weight=13.5292
internal_count=30579
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=2
num_cat=0
split_feature=0
split_gain=10.8313
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042668788371721805 0.042666116734792009
leaf_weight=6.4910617135465145 6.3829398601083085
leaf_count=27853 2528
internal_value=0
internal_weight=12.874
internal_count=30381
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=2
num_cat=0
split_feature=0
split_gain=10.2874
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042421107288068416 0.042334763383850574
leaf_weight=6.2470725461607799 6.0736721897264943
leaf_count=27933 2516
internal_value=-0.000222706
internal_weight=12.3207
internal_count=30449
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=2
num_cat=0
split_feature=0
split_gain=9.86401
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.042139037577189224 0.04213547787763481
leaf_weight=5.9878072126521147 5.900870282552205
leaf_count=27946 2539
internal_value=0
internal_weight=11.8887
internal_count=30485
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=2
num_cat=0
split_feature=0
split_gain=9.36365
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.041853921047304052 0.041809447944402042
leaf_weight=5.7439024337436422 5.633462434168905
leaf_count=27921 2520
internal_value=0
internal_weight=11.3774
internal_count=30441
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=2
num_cat=0
split_feature=12
split_gain=0.0137516
threshold=247.38500000000002
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0016667570003680941 -0.0015962407090844731
leaf_weight=5.0092354890875868 5.9407179217014345
leaf_count=12054 18385
internal_value=0
internal_weight=10.95
internal_count=30439
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=2
num_cat=0
split_feature=0
split_gain=8.80754
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.041525645665700689 0.041399171917916484
leaf_weight=5.4832962513901293 5.3245988345006481
leaf_count=27809 2493
internal_value=-0.000202399
internal_weight=10.8079
internal_count=30302
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=2
num_cat=0
split_feature=12
split_gain=0.0195743
threshold=327.44000000000005
decision_type=10
left_child=-1
right_child=-2
leaf_value=0.0018616720764185865 -0.0020759513070811612
leaf_weight=5.0979862665699329 5.4510063289126265
leaf_count=12759 17819
internal_value=0
internal_weight=10.549
internal_count=30578
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=2
num_cat=0
split_feature=0
split_gain=8.52004
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.04124186212808742 0.041275715208430597
leaf_weight=5.2737437155155931 5.2389146247878671
leaf_count=27921 2556
internal_value=0
internal_weight=10.5127
internal_count=30477
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=2
num_cat=0
split_feature=6
split_gain=0.0062585
threshold=0.45865000000000006
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0015325572000077703 0.00052292352141689979
leaf_weight=5.0068670311084134 5.0019073298462899
leaf_count=16995 13479
internal_value=-9.69526e-05
internal_weight=10.0088
internal_count=30474
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=2
num_cat=0
split_feature=0
split_gain=8.07982
threshold=30.500000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.040922579288127009 0.040930103681369581
leaf_weight=5.0535542480720324 5.006140592857264
leaf_count=27886 2534
internal_value=0
internal_weight=10.0597
internal_count=30420
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
due_day_my=126
available_limit_amt=42
cre_l90_used_limit_amt_min=31
ps_int_amt_sum=30
shd_pre_repay_amt_rate=27
t_ps_od_days_max=26
f_ps_od_days_max=24
min_apply_amt=24
shd_pre_repay_cnt=23
apprv_amt_day=22
loan_os_prcp_credit_amount_m6=19
s_ps_od_days_max=17
cre_now_l30_used_amt_d_max=17
end_loan_to_rep_loan_freq=17
loan_os_prcp_credit_amount_m3=15
cre_l60_used_limit_rate_min=13
loan_os_prcp_credit_amount_m12=13
cre_now_l30_limit_left_d_min=11
orig_prcp_avg_m12=11
max_loan_os_prcp_m12=10
cre_now_l90_limit_left_d_min=9
cre_now_p1m_used_rate_m=9
min_tnr=8
suc_apprv_num_m1=7
cre_now_l30_used_amt_d_min=7
useratemore70monthsubcurmonth=7
ps_int_amt_avg=7
grade_limit_amount=7
cre_now_l60_used_amt_d_min=6
cre_now_l60_used_amt_m_max=6
repay_amount_m6_all_shd_amt_pc=6
avg_tnr=5
useratemore50maxcontimonsm12=4
cre_l30_l90_used_amt_m_min=4
repay_amount_all_shd_amt_pc=4
cre_now_l60_usedrate_m_max=4
cre_now_l60_used_amt_m_min=3
cre_now_l60_limit_left_d_max=3
loan_os_prcp_gt0_m12_num_pc=3
suc_apprv_num_m6=2
apprv_num_m1=1
setl_rem_prcp_paym_m3_num=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 300]
[learning_rate: 0.05]
[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:[]
