tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=9
objective=binary sigmoid:1
feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score distance_m surface_turf
feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [1000:4260] none
tree_sizes=3309 3377 3395 3405 3396 3405 3409 3407 3418 3404 3392 3411 3421 3432 3442 3412 3416 3410 3431 3427 3421 3438 3440 3431 3445 3446 3437 3449 3424 3447 3436 3441 3450 3437 3440 3440 3441 3431 3431 3435 3428 3439 3442 3422 3448 3440 3430 3444 3440 3434 3435 3458 3442 3438 3446

Tree=0
num_leaves=31
num_cat=0
split_feature=3 3 0 3 1 3 0 3 2 4 2 0 3 0 1 1 2 1 4 2 8 8 3 3 8 3 0 8 2 3
split_gain=165.767 22.5961 15.3641 14.7 7.92151 11.9452 8.84351 5.82877 5.34014 4.98211 4.55743 4.51114 3.92868 3.83198 3.80291 3.68043 3.35247 4.80806 3.19838 6.21188 2.92369 2.91737 2.60951 2.34841 2.39621 2.29395 2.26582 2.2389 2.19654 2.31013
threshold=4.8166666666666673 6.8166666666666673 1.0000000180025095e-35 3.4142857142857146 0.21111111111111114 2.2678571428571432 2.5000000000000004 3.0500000000000003 0.2678571428571429 5.5000000000000009 0.73214285714285732 3.5000000000000004 2.5277777777777781 1.5000000000000002 0.11805555555555557 0.18333333333333338 0.58571428571428574 0.47222222222222227 2.5000000000000004 0.21111111111111114 2760.0000000000005 2900.0000000000005 4.1055555555555561 4.3166666666666673 2250.0000000000005 4.9500000000000011 5.5000000000000009 1750.0000000000002 0.64583333333333337 5.354166666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 4 5 6 -1 12 -2 21 11 -9 13 -6 18 25 -16 26 19 -5 -7 -4 27 24 -20 -10 -18 -21 29 -27
right_child=1 2 9 14 7 20 -8 10 15 -11 -12 -13 -14 -15 16 -17 17 -19 23 22 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-2.4110931111857221 -2.5542150886484731 -2.5559855349510747 -2.5727254929135408 -2.2604982266965772 -2.5215567957965082 -2.4758720243856391 -2.2276051770022045 -2.3644744430244353 -2.5884810790098203 -2.5895188177820163 -2.3015883096956333 -2.5353297265700943 -2.5376092805243062 -2.4663792729912717 -2.5421625161813428 -2.5515073003156017 -2.4827119215169806 -2.3518855599397721 -2.5060491642675862 -2.4366801000528784 -2.3802301429121062 -2.5075943144716355 -2.5070453491596822 -2.5423082327202167 -2.4003896875358879 -2.5404369025160225 -2.5506356347316106 -2.4937838661213738 -2.4384433235216232 -2.5036864829684853
leaf_weight=5.6436859581989216 43.036003550877211 77.172822482659427 49.117542676368544 0.31294221943244593 4.8381467132177702 14.9656677844855 0.7431427437181809 0.69417948536101837 1.0249779898040312 104.59480936351952 0.64452867417276127 0.871197761906501 4.9409789233463632 8.9997015295144802 11.924116452534138 10.541848222941551 3.0304271115377324 0.52919687874964427 9.2203485502822069 3.6117498509288435 0.84412126429379064 1.7816748337791057 7.0857322002467527 4.897574795784748 0.56975391134619791 6.2954116221369594 2.0640301825474126 3.271134946075108 0.97123700729571183 13.331640107973724
leaf_count=348 2240 5253 2349 23 297 908 32 31 52 5035 32 59 253 470 626 606 150 20 533 232 37 75 405 238 34 351 170 171 41 788
internal_value=-2.5491 -2.56652 -2.57422 -2.48928 -2.46828 -2.44745 -2.38974 -2.4903 -2.5427 -2.58328 -2.41349 -2.45956 -2.49934 -2.48567 -2.50879 -2.52728 -2.52715 -2.49533 -2.49766 -2.48081 -2.47077 -2.57045 -2.48575 -2.51404 -2.4999 -2.51547 -2.51023 -2.46382 -2.51184 -2.51547
internal_weight=397.57 307.868 232.667 89.7024 43.1854 22.1966 6.38683 20.9887 75.2011 155.494 2.20991 1.56538 18.7788 13.8378 46.517 32.1651 17.5478 5.62365 28.9692 14.2816 15.8098 50.8992 13.9686 14.6877 9.7901 21.6233 5.09446 6.88288 20.5983 19.6271
internal_count=21859 16790 12712 5069 2467 1325 380 1142 4078 7459 122 90 1020 767 2602 1838 966 340 1636 831 945 2424 808 805 567 1232 320 403 1180 1139
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 1 3 2 3 8 2 0 4 3 1 1 1 2 0 1 4 2 2 8 3 8 3 0 8 3
split_gain=143.787 21.2053 12.5548 11.2459 9.26569 5.75487 8.86836 5.08021 4.17044 3.58057 3.4739 3.42065 3.31214 3.17231 3.26845 3.4974 3.0999 2.79779 3.40169 3.23706 2.50625 3.82763 2.45402 4.77603 2.44317 2.44068 2.43399 2.07029 2.84021 2.45897
threshold=4.8166666666666673 6.3166666666666673 1.0000000180025095e-35 3.4142857142857146 4.5000000000000009 0.21111111111111114 2.8166666666666669 0.5634920634920636 3.0500000000000003 2810.0000000000005 0.2678571428571429 5.5000000000000009 1.5000000000000002 2.5277777777777781 0.41428571428571431 0.2678571428571429 0.11805555555555557 0.58571428571428574 5.5000000000000009 0.38750000000000007 2.5000000000000004 0.21111111111111114 0.5277777777777779 1750.0000000000002 5.1055555555555561 2625.0000000000005 3.1339285714285716 9.5000000000000018 1350.0000000000002 4.154761904761906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 5 7 6 9 25 13 -1 -2 -10 24 14 15 -7 20 27 19 -19 21 -5 23 26 -12 -4 -8 28 -18 -29
right_child=1 2 4 16 -6 8 22 -9 11 -11 12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.1139402092169975 -0.001117031631206959 -0.0065854266644447684 -0.017317751514584662 0.21402728442013458 -0.038670752107492927 0.025442192242236972 -0.0098804889861998091 0.14828415068740231 0.14204131550354901 0.24191968893690632 -0.030425717079276077 -0.0086248733495712399 0.041324600665334908 0.010802390462101049 0.042544281525672446 0.12710413339316259 0.046791400370329077 0.051532351988592795 -0.0024392968596955414 0.1610448029044878 0.032270212612589992 0.05690924153227829 0.050177106436210428 0.19030704317388408 0.018150687713969143 0.029710159864703208 0.15193628223267497 0.13994373702980203 -0.015780289318230774 0.012127681259529169
leaf_weight=10.792064387178865 32.137301182914314 76.719265226403706 46.397631368981919 0.39809577012784103 117.54588460242191 1.2236368317234174 0.77695231352117777 0.4838633663021018 2.022386342800814 0.57568060979247171 3.41783412475161 0.46295500384258037 13.051980332764172 4.9896982227699516 10.643002294953883 2.7412233977465803 2.3422703686104009 2.914663595233264 2.0996875100372563 0.87806504153195408 15.136888505257842 14.74572611256019 10.763370196864456 0.97324589214349533 10.667125557743018 2.9333411268307819 0.33155574978263758 0.59528731439058979 8.0345657153272878 1.0228471439631901
leaf_count=579 1723 5253 2304 23 5796 53 46 24 78 28 222 44 655 253 586 128 101 137 173 30 805 808 611 40 666 147 21 43 396 86
internal_value=-4.53631e-05 -0.0168197 -0.0233342 0.0538225 -0.031012 0.0714197 0.088255 -0.01294 0.0529605 0.120421 0.010006 0.113976 0.0231785 0.0452226 0.0569797 0.0957292 0.0369093 0.0204059 0.0486194 0.0768859 0.0466582 0.0610395 0.0597884 0.109482 0.00636321 -0.0145214 0.0385191 0.00654623 -0.00165654 0.0591493
internal_weight=397.818 303.354 244.08 94.4639 167.361 46.2958 24.2129 49.8148 22.0829 11.3677 59.2742 2.48534 27.1369 19.5976 14.6079 3.96486 48.1681 17.8874 5.89242 3.79273 30.2807 15.1438 12.8451 2.08175 14.085 49.331 1.10851 11.995 10.3768 1.61813
internal_count=21859 16790 13524 5069 8271 2467 1325 2475 1142 607 3266 122 1543 1020 767 181 2602 966 340 167 1636 831 718 107 888 2451 67 626 497 129
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 1 3 2 1 3 0 3 0 8 1 4 8 2 1 0 8 3 0 0 3 2 2 8 3 3
split_gain=125.466 19.7084 14.0735 8.79472 4.80327 4.40359 6.29585 4.1691 2.87205 2.84906 2.94097 2.58933 2.58805 2.5271 2.52079 2.59437 2.43175 2.24484 4.25646 2.42403 2.12462 1.94066 1.94049 2.97257 2.26228 4.05755 2.08254 1.9355 3.55272 2.13811
threshold=4.8166666666666673 6.8166666666666673 1.0000000180025095e-35 3.4722222222222228 5.5000000000000009 0.21111111111111114 2.8166666666666669 0.2678571428571429 0.18333333333333338 3.0500000000000003 5.5000000000000009 2.5277777777777781 1.5000000000000002 2900.0000000000005 1.0000000180025095e-35 2.5000000000000004 1350.0000000000002 0.5634920634920636 0.38750000000000007 7.5000000000000009 2810.0000000000005 2.8166666666666669 4.5000000000000009 5.5000000000000009 4.4722222222222232 0.41428571428571431 0.47222222222222227 1750.0000000000002 3.7638888888888893 3.6125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 5 13 6 20 -2 -9 11 -11 12 -7 -4 15 22 -16 19 -19 -18 -1 -13 26 -24 25 -25 -5 28 -17 -29
right_child=1 2 4 14 -6 9 -8 8 -10 10 -12 21 -14 -15 16 27 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.098251385011355483 -0.0045816778383063403 -0.0062924696172178447 -0.022261915504225172 0.0086768487334912599 -0.039176965686086029 0.022543569855301274 0.054238161888289983 0.029032797032908886 -0.0025178986901924997 0.11972559506835821 -0.011651686820298829 -0.027933828002243279 0.066070582749365947 0.037103125995262824 0.052351748992439551 0.10806410947275658 -0.019143058835231059 0.017071541071780182 0.13158700378760543 0.030728373288313099 0.18787602635894515 0.035452604724477088 0.13418584294004057 0.21138144042717669 -0.014849711599045537 0.041530014728956448 0.062725720874440991 -0.037922568604933184 0.0049917210282099536 0.060811025466720098
leaf_weight=11.859019533444442 42.605466763221614 76.287810161628045 47.250405256851892 2.6118066313880508 97.715000029995551 5.1351929485412411 13.700701004371124 22.751106503777919 10.561292313539523 2.2720759089182816 0.52427554906898866 2.0089734385801412 10.19484264387904 1.8633672063006077 4.7121589043716225 0.92899629021485353 7.0023911767521003 4.5910067557093717 0.98565967680769961 3.7368053221648552 0.70029963087290603 3.0269002595282117 1.8943263445582932 0.46582413300348013 0.85280267395364706 1.4340978319683015 5.6109938141874522 0.60706268133071617 8.3532516692611107 5.6674379467294784
leaf_count=579 2240 5253 2349 116 5035 297 731 1232 606 78 48 106 470 75 246 52 323 289 42 285 28 147 73 25 48 66 267 28 448 277
internal_value=-8.17261e-05 -0.0162263 -0.0237139 0.0487446 -0.0327655 0.0636614 0.0776784 0.00577903 0.01903 0.0477697 0.0950943 0.0412718 0.0514901 -0.0200096 0.0338375 0.0435465 0.0207126 0.0115749 0.0373118 -0.00178982 0.103249 0.0101657 0.0601536 0.0859798 0.0528062 0.0831743 0.0455582 0.0298076 0.0153075 0.0512585
internal_weight=397.911 299.034 223.117 98.8769 146.829 49.4223 26.26 75.9179 33.3124 23.1623 2.79635 20.3659 15.33 49.1138 49.4546 28.4266 21.028 16.3159 5.57667 10.7392 12.5593 5.03587 12.8699 4.64705 2.75272 1.89992 8.2228 15.5567 9.28225 6.2745
internal_count=21859 16790 12712 5069 7459 2484 1338 4078 1838 1146 126 1020 767 2424 2585 1400 1185 939 331 608 607 253 595 212 139 91 383 805 500 305
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 3 1 2 8 1 2 3 3 1 0 1 3 2 8 3 3 2 1 3 8 3 0 3 2 3
split_gain=111.111 23.6232 10.848 9.50235 3.87103 3.61793 7.24105 2.52902 2.36353 1.94978 2.6385 1.87396 3.33786 2.09026 2.49526 2.05704 1.77191 2.99445 2.98844 1.90774 1.92505 1.82664 1.79571 1.75962 1.76237 2.20001 3.48215 2.62521 2.29072 1.69793
threshold=6.0500000000000007 4.2678571428571432 1.0000000180025095e-35 4.5000000000000009 0.5277777777777779 2.3541666666666674 0.41428571428571431 0.84523809523809534 2625.0000000000005 0.11805555555555557 0.23611111111111113 4.2111111111111121 4.1055555555555561 0.21111111111111114 1.5000000000000002 0.21111111111111114 2.8166666666666669 0.61250000000000016 1350.0000000000002 3.3541666666666674 3.9500000000000006 0.64583333333333337 0.41428571428571431 8.7071428571428573 1500.0000000000002 6.8166666666666673 4.5000000000000009 6.7071428571428582 0.15476190476190479 6.6125000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 8 6 7 -1 23 10 -3 12 13 14 -7 -13 21 19 -19 -18 -21 -15 -20 24 25 26 -4 28 -28 -30
right_child=2 9 3 -5 -6 11 -8 -9 -10 -11 -12 15 -14 16 -16 -17 17 18 22 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.16157166982958623 -0.0060110301531897704 0.0054767247011619155 -0.014798317185900176 -0.037245337849962534 0.11454575103732489 0.030863218069968081 0.035810946730681914 0.084994534002559796 0.027994616714263093 -0.0019248130022297115 0.027255108507967443 0.050604904225101333 -0.026050791628998701 0.045878294114013257 0.058591979608327682 0.17027994326921891 0.053356844958808117 0.13382373729014843 0.033122132134311234 -0.022279403302232832 0.043750110341087584 -0.025384323332221521 0.1241324044580539 -0.036866864206778725 -0.021397999199627753 -0.013661439881547797 -0.0522864560646795 0.15670908385798271 0.071905976130869173 -0.046188970029392304
leaf_weight=1.1857991574379827 75.877407328374858 27.220156518196234 3.5421012110990544 110.3555997295861 0.60240429158511588 11.219934341232259 10.253532045755373 11.880795789246404 3.3054287992708842 19.061098446979003 28.435940512772277 0.87780489341230239 1.7143989178614436 1.4090670800178515 29.301196633085169 0.6076131698791869 2.5415845141632101 1.2748417036636963 3.6516602138417511 3.266334805080632 1.6672932242218079 2.4852429166435286 0.63646144507220004 8.1724377468708536 21.312277431301482 12.181423905022767 0.58659657376119945 0.53498024075088313 2.3617306498817929 0.34939562529325474
leaf_count=46 5253 1488 151 5805 28 620 523 505 164 1047 1420 43 104 66 1446 25 112 68 164 160 76 132 26 378 1189 603 34 27 139 17
internal_value=-0.000110312 0.0323284 -0.0216325 -0.0288909 -0.0114786 0.0505255 0.0672631 0.0919439 -0.0129289 0.011877 0.0166038 0.0440903 0.0426977 0.0447492 0.0509141 0.0995582 0.0299958 0.0388355 0.066612 0.0181645 3.49179e-05 0.000400426 0.0466303 -0.0156872 -0.0114519 -0.000612766 0.0209405 0.0539696 0.0373025 0.0566865
internal_weight=397.873 158.691 239.182 163.304 52.9488 83.9736 23.3201 13.0666 52.3464 74.7172 55.6561 60.6534 59.168 57.4536 40.5211 1.48542 16.9325 13.0382 5.56296 7.47521 4.93363 3.89431 4.28812 49.0409 40.8685 19.5562 7.3748 3.8327 3.29772 2.71113
internal_count=21859 8071 13788 8535 2730 4116 1074 551 2702 3955 2908 3042 2974 2870 2066 68 804 606 258 348 236 198 190 2538 2160 971 368 217 190 156
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 3 1 8 2 3 8 8 3 0 0 0 8 1 4 3 0 3 3 2 2 8 8 0 3 2
split_gain=99.365 19.6428 10.3065 9.18079 3.96352 2.859 5.56577 2.11451 1.74576 1.87264 3.02247 3.01237 5.47762 3.78591 1.73011 1.78732 3.48685 1.71905 2.31857 1.80062 3.51457 2.22594 1.98371 5.05412 1.70692 1.48837 5.00451 2.49694 1.88718 1.70879
threshold=6.0500000000000007 4.2678571428571432 1.0000000180025095e-35 4.5000000000000009 0.61250000000000016 2.3541666666666674 0.41428571428571431 2625.0000000000005 0.18333333333333338 6.6125000000000007 1500.0000000000002 1350.0000000000002 6.3166666666666673 9.5000000000000018 5.5000000000000009 4.5000000000000009 1250.0000000000002 0.11805555555555557 2.5000000000000004 5.6833333333333345 3.5000000000000004 5.3166666666666673 4.8166666666666673 0.21111111111111114 0.84523809523809534 3050.0000000000005 2760.0000000000005 2.5000000000000004 3.3541666666666674 0.38750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 7 6 24 8 14 10 11 13 -13 -10 15 -4 -17 18 19 21 -21 22 23 -3 -1 26 29 -28 -27 -7
right_child=2 17 3 -5 -6 25 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.13452119151369982 -0.0057407857901813674 0.2161653486885593 -0.02243915277659261 -0.036581359226772567 0.14381864887322937 0.021817817148994088 0.032995544448177615 0.025957025430893472 -0.034045169260003033 -0.014701765974936396 -0.018268383245809358 -0.017921782102945327 0.1750253523445662 0.099377571779196025 -0.041984698058187955 0.11258393354650356 -0.020179941087379017 -0.0018316499189655546 0.0077382044561293967 0.1106962133541004 -0.020905245791885387 0.065902975020228946 0.00083494581524863945 0.031665456042385638 0.075352739345356801 0.058062120052819938 0.076860365541785741 0.21208714788682395 -0.040702861705515167 0.043586030626293841
leaf_weight=1.3482322436848395 75.487053971749958 0.39188702238607742 9.152929523438333 106.83083106538132 0.40997899207286437 11.078159912137719 10.5636293092891 3.3845294179627663 1.619083523605471 20.446834557810689 3.6839758288970188 0.60572323996166255 0.93661328917551145 0.79164425691124041 9.2751229770660739 0.77993195856106412 1.351604970412154 19.029892215740404 35.418041440491265 0.59560371132101764 3.4231160581366566 4.5144932516165559 5.0710078153579161 7.0273897049275433 12.707820651992561 0.7975434055551881 0.7870634514838446 0.60282829354400747 1.2289716673549262 48.416617957743192
leaf_count=46 5253 17 425 5805 13 552 523 164 72 1087 243 33 43 51 508 31 60 1047 1770 29 210 249 289 344 505 24 36 17 52 2361
internal_value=-0.000134297 0.0298565 -0.0209584 -0.0281709 -0.0110365 0.0459736 0.0604186 -0.0122567 -0.0149156 -0.00681102 0.0143151 0.0446806 0.099249 0.00976871 -0.0259862 -0.0128364 0.0283985 0.0111642 0.0155459 0.0286993 -0.00140095 0.0358129 0.0249371 0.0414108 0.0810281 0.0403207 0.0417237 0.135511 -0.00183349 0.0395327
internal_weight=397.758 163.002 234.756 159.269 52.438 87.5309 24.6197 52.028 48.6435 28.0839 7.63704 3.95306 1.54234 2.41073 20.5596 11.2845 2.13154 75.4714 56.4415 21.0235 4.01872 17.0048 12.4903 7.41928 14.0561 62.9112 60.8847 1.38989 2.02652 59.4948
internal_count=21859 8071 13788 8535 2730 4116 1074 2717 2553 1529 442 199 76 123 1024 516 91 3955 2908 1138 239 899 650 361 551 3042 2966 53 76 2913
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 2 8 3 1 3 8 8 3 0 1 1 2 8 3 8 3 0 3 1 1 2 3 3 0 0
split_gain=89.0385 16.4803 9.78286 8.85222 3.9111 2.3688 1.91729 1.6982 1.64505 2.24205 2.57494 4.95441 2.36304 3.4993 1.85696 1.65864 1.55043 1.72073 2.22441 2.35957 3.95894 3.20475 1.92586 2.33919 1.51564 2.11603 1.46807 2.35549 1.45883 2.65105
threshold=6.0500000000000007 4.2678571428571432 1.0000000180025095e-35 4.5000000000000009 0.64583333333333337 0.61250000000000016 2625.0000000000005 8.7071428571428573 0.61250000000000016 2.3541666666666674 2940.0000000000005 2625.0000000000005 3.5277777777777781 5.5000000000000009 0.31666666666666671 0.18333333333333338 0.18333333333333338 1500.0000000000002 6.6125000000000007 1350.0000000000002 6.3166666666666673 9.5000000000000018 8.3166666666666682 1.0000000180025095e-35 0.11805555555555557 0.23611111111111113 3.4722222222222228 3.3541666666666674 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 6 -1 7 16 9 -7 11 12 26 14 15 -14 28 18 19 21 -21 -18 -20 -24 25 -3 27 -11 29 -4
right_child=2 24 3 -5 -6 8 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 22 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.032249078141672452 -0.0054814119336915488 0.0045952159086139616 -0.022463273215411722 -0.035913780830977911 0.14334406251672147 0.065461113675440608 0.024112822163557038 -0.035815940637294152 0.026778861370976705 0.035758297314622996 -0.03147587651282046 0.21041855115973324 0.10541186871783913 0.012440019534709631 0.15522878165214357 0.012523618399246775 -0.033315832621604959 -0.016263559207037825 -0.013446951009890932 -0.017292325949915394 0.14307987079331028 0.086735183309187225 0.12359917086364713 -0.018321360986921161 -0.0017428554602471479 0.023843645771922176 -0.03570994263901877 0.14089833166544749 -0.039431209660165202 0.04621807263452956
leaf_weight=36.841614708902142 75.115791614807279 27.588464010522443 7.1521814318867865 103.46198319579975 0.40923733031377096 18.875092903365328 3.4592124882328781 7.7788593631194081 7.3920421238510974 20.00240318008743 1.1104640667326737 0.45168425608426233 1.5593115347697901 1.5549746143969967 1.1339363277256778 0.69469415117055167 1.5729837090846133 11.637612535752849 7.451650152033606 0.59661984784906952 1.0840225838092008 0.85975140321534116 0.60704023856669642 0.55653233767225174 19.000234835073911 29.594411648847881 0.68766123118348232 0.5472789862742492 7.0398509377278051 1.7484962318558244
leaf_count=1720 5253 1488 342 5805 12 719 164 378 374 959 36 13 64 108 38 25 72 722 387 33 43 51 24 30 1047 1420 35 25 398 74
internal_value=-0.000155547 0.0276427 -0.020297 -0.0274577 -0.0106182 0.0420245 -0.0118406 -0.0144271 0.0486926 0.0521674 0.0431228 0.0462333 0.0434006 0.0745377 0.103039 0.0767833 -0.0102992 -0.00236752 0.0103375 0.0405872 0.0861485 0.00911132 -0.00410538 0.0557191 0.0104918 0.014557 0.0361536 0.0385584 -0.0224233 -0.00897115
internal_weight=397.566 167.034 230.532 155.416 51.9541 90.8512 51.5448 48.0856 54.0095 46.6175 27.7424 26.6319 26.1803 4.94292 3.38794 2.25401 40.3067 24.3662 12.7286 4.11338 1.68064 2.43274 8.61522 1.16357 76.1831 57.1829 21.2373 20.5497 15.9405 8.90068
internal_count=21859 8071 13788 8535 2730 4116 2718 2554 2396 2022 1303 1267 1254 235 127 89 2176 1362 640 199 76 123 441 54 3955 2908 1019 984 814 416
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 1 3 8 2 3 1 3 3 1 2 0 2 8 2 8 3 8 3 0 3 1 0 0 8 0
split_gain=79.9195 13.9318 9.27582 8.5225 3.20651 2.3755 4.3217 1.73618 1.63731 1.61494 1.49533 1.46887 4.17328 3.1988 3.10724 3.25873 1.80739 1.44169 1.44027 1.55637 1.91818 1.89017 2.99161 2.7454 1.67152 1.82924 1.40178 2.36156 4.06506 1.30426
threshold=6.0500000000000007 4.1055555555555561 1.0000000180025095e-35 4.5000000000000009 0.64583333333333337 0.21111111111111114 2.8166666666666669 2625.0000000000005 0.31666666666666671 8.7071428571428573 1.0000000180025095e-35 5.4142857142857155 5.5277777777777786 0.2678571428571429 0.38750000000000007 5.5000000000000009 0.64583333333333337 1750.0000000000002 0.18333333333333338 1500.0000000000002 6.6125000000000007 1350.0000000000002 6.3166666666666673 9.5000000000000018 8.3166666666666682 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 1350.0000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 7 6 29 9 10 18 -3 16 13 17 15 -14 -10 -13 26 20 21 23 -23 -20 -22 -26 27 -4 -29 -1
right_child=2 8 3 -5 -6 -7 -8 -9 11 -11 -12 12 14 -15 -16 -17 -18 -19 19 -21 24 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.057240943556913643 -0.005232582244209358 0.0069080968295465554 -0.021771440921958041 -0.035242635981879204 0.12171283636983568 0.02877152874969954 0.036685378947295996 0.022437396127255711 0.0067123278332694106 -0.035133683236085123 -0.021883942982501108 0.14126324418607919 0.027174431030847618 -0.030516366305730659 -0.0087897317934071632 0.14888634220493902 0.041959202237722093 0.065103225252425345 -0.032586605480590836 -0.015674834046446238 -0.012927807847805528 -0.01667661186046035 0.1206750668928067 0.076624756210662434 0.10528612813208899 -0.017691659288046998 -0.038804485020619034 0.14064467861810112 -0.014570143665514016 0.087441670514476599
leaf_weight=10.589166324530963 74.762706317261234 32.483760170657604 7.0140564101806699 100.2430289913371 0.45649480307474632 34.431051117775169 40.045188256738584 3.5297499568405319 26.735162472039068 7.5395462722008224 5.2364974155967863 1.3540686938804354 2.6096264726365903 0.51504838652908791 5.3690433293286333 0.69678968190419244 4.2097655897232462 1.1483672799840858 1.5289058626710841 11.475191002943573 7.3655841093218424 0.58794053370365862 1.217130985098265 0.92276610998669628 0.67502872087061383 0.54775184422760503 6.8019457648072139 0.66483780625276256 1.1540949872578492 5.3969957213462285
leaf_count=416 5253 1670 342 5805 12 1479 1858 164 1378 378 331 76 104 28 279 42 174 45 72 722 387 33 43 51 24 30 398 24 50 191
internal_value=-0.000172226 0.0256495 -0.0196474 -0.0267504 -0.0102144 0.0391076 0.045459 -0.0113947 0.0104991 -0.0139091 0.00291106 0.017212 0.0323093 0.0829582 0.0146926 0.0528238 0.0115073 0.106313 -0.00990399 -0.00229252 0.00966259 0.0371076 0.0759374 0.00851863 -0.00394025 0.0501975 -0.0217437 -0.00860587 0.0421624 0.0674368
internal_weight=397.307 170.821 226.487 151.724 51.481 90.4624 56.0314 51.0245 80.3581 47.4948 37.7203 42.6379 11.6929 3.01748 8.67546 3.30642 30.9449 2.50244 39.9552 24.3203 12.8451 4.25674 1.80507 2.45167 8.58836 1.22278 15.6349 8.83299 1.81893 15.9862
internal_count=21859 8071 13788 8535 2730 3944 2465 2718 4127 2554 2001 2126 574 149 425 146 1552 121 2176 1362 640 199 76 123 441 54 814 416 74 607
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 2 8 3 2 8 3 8 4 0 3 8 3 0 0 8 4 2 2 8 8 1 4 3 0 3
split_gain=71.8297 11.8831 8.78599 8.19168 2.68135 1.70668 1.57365 1.53354 1.33929 1.40933 1.66419 1.54004 2.46747 2.374 1.4597 1.59003 1.45451 1.34333 2.10084 3.17397 1.31044 2.17072 4.95108 2.78079 1.42998 1.27963 1.76297 1.38703 2.84181 1.51249
threshold=6.0500000000000007 4.2678571428571432 1.0000000180025095e-35 4.5000000000000009 0.64583333333333337 0.61250000000000016 2625.0000000000005 8.7071428571428573 0.18333333333333338 1500.0000000000002 6.6125000000000007 1350.0000000000002 2.5000000000000004 9.5000000000000018 8.3166666666666682 1250.0000000000002 6.4722222222222232 5.5000000000000009 4.5000000000000009 1350.0000000000002 1.5000000000000002 0.38750000000000007 0.41428571428571431 1500.0000000000002 1175.0000000000002 0.11805555555555557 2.5000000000000004 5.6833333333333345 3.5000000000000004 5.3166666666666673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 6 20 7 8 17 10 11 13 16 -10 -12 -16 -13 18 -4 -20 24 23 -23 -22 -1 26 27 29 -29 -3
right_child=2 25 3 -5 -6 -7 -8 -9 9 -11 14 12 -14 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.096754800758903137 -0.0049939703449250958 0.021022710492917249 -0.021089188527435031 -0.034568022214429873 0.10549660453120067 0.040955427708402568 0.020910162871659962 -0.034448564284279823 -0.031857711551717079 -0.015100023283405229 -0.012423262209471037 -0.016388545318027577 0.15936470830569929 0.068344822224536722 0.1020420134933062 -0.0095491905966775328 0.086121633570107659 -0.038173333376615937 0.11861113668323052 -0.014021121898041711 -0.013624659918580135 0.18789283822311301 0.042712590690318769 0.039865399649777505 0.014550873419479672 -0.0019867591779966251 0.0061382396823243257 0.091947164839440501 -0.02077820298471297 0.053323425182909827
leaf_weight=0.54631127443280547 74.426926207659562 13.082460551082653 6.8823272187593698 97.168084992015821 0.49911216180771489 57.993342562597256 3.5963941529771537 7.3108752093539797 1.4867739482210738 11.320438551846108 7.2836218719012304 0.72386306927364763 0.5309945085318758 0.98120484774699424 0.63033499533776172 0.64674230449236347 0.66296428091118287 6.5744957059673643 0.74653679819311936 1.1396959925768895 4.0003963829591385 0.62113510200288047 10.765689460490421 6.1885422423947603 16.728566870313529 19.07898374771743 36.283661288424639 0.66870487295091052 3.4111752962789978 5.0128555039683524
leaf_count=25 5253 650 342 5805 12 2396 164 378 72 722 387 38 17 51 27 27 21 398 24 50 192 24 428 287 764 1047 1770 29 210 249
internal_value=-0.000186288 0.0238437 -0.0190101 -0.0260498 -0.00982566 0.0355227 -0.0109651 -0.0134082 -0.00952478 -0.00221417 0.00905324 0.0340985 0.0677093 0.00798024 -0.00377791 0.0455296 0.0326158 -0.0210874 -0.00827672 0.0384723 0.0274131 0.0356299 0.050632 0.0188641 0.0171505 0.00925679 0.0129263 0.0240331 -0.00230217 0.0299708
internal_weight=396.993 174.382 222.611 148.184 51.0164 96.844 50.5173 46.9209 39.61 24.2669 12.9465 4.3858 1.91782 2.46798 8.5607 1.27708 1.38683 15.3431 8.76856 1.88623 38.8506 21.5758 11.3868 10.1889 17.2749 77.5378 58.4589 22.1752 4.07988 18.0953
internal_count=21859 8071 13788 8535 2730 4116 2718 2554 2176 1362 640 199 76 123 441 54 59 814 416 74 1720 931 452 479 789 3955 2908 1138 239 899
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 1 3 8 3 2 1 3 3 1 3 3 2 0 3 3 3 2 0 0 8 8 3 3 1 8
split_gain=64.6371 10.152 8.31245 7.86299 2.27459 1.87804 3.28028 1.42722 1.45462 1.33476 1.3453 1.26001 3.51614 1.78974 1.67265 2.81732 1.91576 1.55815 1.53126 2.29793 1.25283 1.24426 1.28605 1.87639 2.54132 1.27625 1.44841 1.27965 1.40153 1.26647
threshold=6.0500000000000007 4.1055555555555561 1.0000000180025095e-35 4.5000000000000009 0.64583333333333337 0.21111111111111114 2.8166666666666669 2625.0000000000005 8.7071428571428573 0.31666666666666671 0.10555555555555557 4.2111111111111121 4.2678571428571432 0.21111111111111114 5.4142857142857155 5.5277777777777786 0.35416666666666669 5.5000000000000009 4.6125000000000007 4.7638888888888902 5.9500000000000011 0.18333333333333338 5.5000000000000009 4.5000000000000009 1350.0000000000002 1500.0000000000002 6.6125000000000007 8.3166666666666682 1.0000000180025095e-35 1350.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 7 6 -1 8 21 10 -3 -11 -13 14 -14 -16 17 20 -15 -20 -17 22 23 -4 -25 26 29 -28 -29 -23
right_child=2 9 3 -5 -6 -7 -8 -9 -10 11 -12 12 13 18 15 16 -18 -19 19 -21 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.057012370039986784 -0.004765251325145956 0.005497426606931039 -0.020417001295844818 -0.033890099532163709 0.09283977207111524 0.024254118183727625 0.031192280289816313 0.019513767876281909 -0.033760736618474493 -0.026711692467458123 -0.026218049452799722 0.095611013809859119 0.012541725240155375 -0.043090448146117018 0.082636210356516374 -0.0048682794413836264 -0.00050158640822596295 0.12239181110012887 0.072047956501679389 -0.0064249284750849088 0.076428411345742672 0.0074882435956135215 -0.037537592952953835 0.10218698019972755 -0.013486594549927462 -0.014539292016014666 -0.011933300179064852 0.085360514649226324 -0.018624540833572518 0.060784697282159253
leaf_weight=17.328633698240722 74.107618643848781 34.321770719348478 6.7567197788674189 94.231419017591918 0.53770856140181322 36.226962687202757 42.395891924875627 3.6593792749918057 7.0924294115684452 1.7214984685180059 3.7045144245106334 1.3735911077790195 22.348850525766412 2.0651177605382127 2.5433560628430296 1.0406086128205063 4.0816926416700881 0.63815641137625778 1.1058973435992809 5.9638156593273379 0.87018963451555453 2.4820141874082564 6.357103226501521 0.82106104673584912 1.1259803116554392 11.173013178276504 7.2055765455163492 0.76775637641549088 0.5606871463569405 2.0233001659617003
leaf_count=607 5253 1792 342 5805 12 1479 1858 164 378 97 209 49 1077 112 111 40 222 28 45 314 31 123 398 24 50 722 387 24 30 76
internal_value=-0.000197007 0.0222036 -0.0183845 -0.0253551 -0.00944869 0.0332358 0.0386838 -0.0105482 -0.0129208 0.0092596 0.00240771 0.0152147 0.0169319 0.0142738 0.019921 0.0378976 0.0207369 0.0547465 -0.0052137 0.00585039 0.0321547 -0.00915726 -0.0204415 -0.0079547 0.0352926 -0.00213812 0.00848807 -0.00361996 0.0414722 0.0314232
internal_weight=396.632 177.731 218.902 144.794 50.5627 95.9515 59.7245 50.025 46.3656 81.7791 38.0263 43.7528 42.0313 40.6577 31.5229 9.174 6.63065 2.54895 9.13483 7.06971 1.9108 39.2732 15.0609 8.70376 1.94704 24.2123 13.0393 8.53402 1.32844 4.50531
internal_count=21859 8071 13788 8535 2730 3944 2465 2718 2554 4127 2001 2126 2029 1980 1509 432 321 99 471 359 71 2176 814 416 74 1362 640 441 54 199
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 1 3 0 8 3 0 3 8 2 1 3 3 2 1 8 4 2 0 0 8 8 3 8 8 3
split_gain=58.2167 8.71151 7.85339 7.54155 1.95026 1.57374 2.75491 2.5502 1.29447 1.3792 1.25714 1.35526 1.21383 1.29074 1.38973 1.34488 2.24434 2.65054 1.71356 2.12488 1.32087 1.15684 1.22991 1.68106 2.07321 1.15849 1.26896 1.1538 2.20002 1.12667
threshold=6.0500000000000007 4.1055555555555561 58.500000000000007 4.5000000000000009 0.64583333333333337 0.21111111111111114 2.2678571428571432 2.5000000000000004 2625.0000000000005 8.7071428571428573 1.5000000000000002 2.4722222222222228 1075.0000000000002 0.31666666666666671 0.10555555555555557 5.354166666666667 5.5277777777777786 0.43650793650793657 0.2678571428571429 1750.0000000000002 1.5000000000000002 0.18333333333333338 5.5000000000000009 4.5000000000000009 1350.0000000000002 1500.0000000000002 6.6125000000000007 3105.0000000000005 2450.0000000000005 8.3166666666666682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 6 7 -1 9 21 -8 -12 -3 14 -14 -15 18 -18 19 20 -17 22 23 -2 -25 26 -23 28 -13 -28
right_child=2 12 -4 -5 -6 -7 10 -9 -10 -11 11 27 13 15 -16 16 17 -19 -20 -21 -22 25 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.048257132034078797 -0.019755346641589955 0.049465315888891123 -0.0045461030749538774 -0.033209090319201599 0.082657359988247428 0.022589148798644314 0.01725460174633681 0.11662112500916384 0.018233469302125022 -0.033070411603596368 -0.025806309562376208 0.035641254464976235 0.0041408700592995527 0.0078427578753505756 -0.028594877354970412 0.16536982862582461 0.035094032361699355 -0.020865808026398879 -0.025521684738488523 0.029942289482783782 0.076835315107281629 0.029088074904959113 -0.036897172062273574 0.089430079742235574 -0.01296661640590362 -0.013992770306017022 -0.011457875144758201 -0.020996397548275716 0.1002101643074689 0.037970851012818232
leaf_weight=10.170665681431442 6.6369699022891648 1.787675217625291 73.803990989266822 91.427456187801653 0.57277036551386018 36.93335537403334 13.16436454199197 1.5754463942666905 3.7189233868848524 6.8838027820020207 0.88626375893545528 33.507954064213209 33.717681293801149 30.095570982798733 3.5869924390075303 0.60642396083858274 5.1918229669172415 3.5717763777029177 0.56466738448216336 1.9039054368040522 1.3799100619621638 4.6184718623958387 6.1493792703245154 0.88934078550664741 1.1129172093933446 11.032586186951447 7.1312691830739805 0.84353481617290427 1.3732943946961302 1.3751819047829483
leaf_count=348 342 111 5253 5805 12 1479 620 32 164 378 26 1382 1741 1457 206 50 248 163 33 65 53 199 398 24 50 722 387 25 32 54
internal_value=-0.000205206 0.0207085 -0.0177693 -0.0246639 -0.00907655 0.0307479 0.0356458 0.0574264 -0.010137 -0.0124391 0.030506 0.0352708 0.00871402 0.00781038 0.000993198 0.0136817 0.0269758 0.0122865 0.0558723 0.0676867 0.103865 -0.0087925 -0.0198063 -0.00764103 0.0325148 -0.00205014 0.00798863 0.036786 0.0381834 -0.00346706
internal_weight=396.214 180.861 215.353 141.549 50.1216 98.4549 61.5215 11.7461 49.5488 45.8299 49.7754 36.611 82.4064 80.6188 37.3047 43.3141 13.2185 8.7636 4.45491 3.89024 1.98633 38.9461 14.7886 8.63923 2.00226 24.1575 13.1249 35.7248 34.8812 8.50645
internal_count=21859 8071 13788 8535 2730 3944 2465 380 2718 2554 2085 1465 4127 4016 1947 2069 612 411 201 168 103 2176 814 416 74 1362 640 1439 1414 441
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 0 8 0 8 8 2 8 2 1 8 8 0 3 3 0 3 8 0 2 3 4 3 3 8 2
split_gain=52.4766 7.54388 7.40993 7.27652 1.78206 1.39762 2.1067 1.84323 2.55851 2.655 2.37744 2.58217 1.72923 2.78917 1.90057 1.34861 2.91312 1.29677 2.50002 1.25422 1.24186 2.34916 1.22486 1.20154 1.56172 2.39613 2.17612 1.19238 1.08841 1.03683
threshold=6.0500000000000007 4.2678571428571432 1.0000000180025095e-35 5.5000000000000009 0.64583333333333337 5.5000000000000009 1950.0000000000002 2.5000000000000004 3295.0000000000005 2050.0000000000005 0.38750000000000007 1350.0000000000002 0.43650793650793657 0.10555555555555557 1850.0000000000002 3050.0000000000005 3.5000000000000004 2.2678571428571432 2.9500000000000006 2.5000000000000004 8.5357142857142865 2900.0000000000005 3.5000000000000004 0.78888888888888908 2.6125000000000003 1.5000000000000002 2.2678571428571432 4.2111111111111121 1500.0000000000002 0.18333333333333338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 20 7 12 -1 9 10 -9 17 13 -7 -14 16 -11 -12 -19 -5 29 22 -22 27 26 -26 28 -13 -25 -4
right_child=2 -3 3 19 -6 6 -8 8 -10 15 11 23 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.024027883408826514 -0.0043362053308234581 0.0077090450293362429 -0.015997727211565959 -0.030424127051792423 0.074269910173319881 0.13931164149009603 -0.045446973788972889 0.00050718933398257555 -0.056543968042452132 0.16478981439804916 0.10693321626355026 0.021379600980246608 0.0084964355413662766 0.014753801688390356 0.099260813034470277 0.038321558533244544 0.05419683775673171 -0.0010143546099619369 0.071829140457561683 -0.044955746464112101 -0.0088863043106767164 0.087173889163839391 -0.042725945791434627 0.011798699111531823 0.03686267022437395 0.14403892388692058 -0.023322751919883492 0.079855113887908002 0.069581369182337288 -0.0014022369060786432
leaf_weight=48.867747647726191 73.515286731512504 79.2719000897483 23.477308754892348 56.939932119006144 0.60469620395451684 0.7503521070611886 1.3495242082863104 4.1694270420279613 0.69631997309625049 1.0557394614952498 1.4920587067808826 15.373071047753118 11.487986094320373 1.1207225205500888 0.60724382311309533 1.2415643688291309 1.3657319694757459 1.5202125551422794 5.2307126616674395 20.086797903713546 4.1626738774284568 0.43919449287932444 7.4777759471817262 1.1541617678760752 1.1504030481810334 0.95393398935266294 1.2423839155690073 0.9241922985113441 2.7730236291190522 25.259041889378295
leaf_count=1998 5253 3955 1335 3976 12 38 62 154 15 29 39 527 653 60 32 27 34 49 161 1126 232 16 422 35 27 38 35 26 77 1416
internal_value=-0.000211241 0.0193409 -0.0171654 -0.0239777 -0.0111411 0.0281624 0.0142087 0.030558 0.0384681 0.0401368 0.0360085 0.0406612 0.0199731 0.0647049 0.0130533 0.0806905 0.102414 0.0647491 0.0554258 -0.0342136 -0.0119903 -0.0263418 -0.0306247 0.0322375 0.049135 0.0854476 0.0343535 0.0246957 0.0525996 -0.00843319
internal_weight=395.761 183.798 211.963 138.447 61.4207 104.527 15.3158 89.2107 40.3429 39.6466 35.9836 31.8142 13.9663 1.87107 12.0952 3.66304 2.42147 8.24298 6.75093 77.0267 60.816 12.0796 11.6404 23.5712 7.27391 2.10434 5.16957 16.2973 3.92719 48.7364
internal_count=21859 8071 13788 8535 3433 4116 845 3271 1273 1258 1168 1014 783 98 685 90 63 249 210 5102 3421 670 654 765 212 65 147 553 112 2751
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=3 3 4 3 2 1 3 0 3 8 0 3 3 1 1 2 3 3 2 0 2 8 3 8 3 3 8 8 3 2
split_gain=47.3186 6.97932 6.9985 6.56104 1.55584 1.31835 2.30074 1.25221 1.17204 2.06924 1.19162 1.02457 2.01308 1.04017 0.979892 1.42626 1.2451 1.87648 1.44821 1.14544 1.05811 2.00146 1.68697 1.48962 1.1298 1.29729 1.04178 3.70469 1.00205 0.957989
threshold=6.0500000000000007 58.500000000000007 5.5000000000000009 4.1055555555555561 0.64583333333333337 0.21111111111111114 2.8166666666666669 2.5000000000000004 8.5357142857142865 2900.0000000000005 3.5000000000000004 4.2111111111111121 4.2678571428571432 0.21111111111111114 0.21111111111111114 0.31666666666666671 5.4142857142857155 5.5277777777777786 0.35416666666666669 5.5000000000000009 0.43650793650793657 1950.0000000000002 4.7071428571428582 1850.0000000000002 5.3166666666666673 4.4722222222222232 1750.0000000000002 1650.0000000000002 5.9500000000000011 0.18333333333333338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 8 6 -1 -4 29 10 -10 -5 13 -13 15 -14 20 -18 19 28 21 -17 -23 24 25 -22 27 -20 -19 -2
right_child=1 -3 7 11 -6 -7 -8 -9 9 -11 -12 12 14 -15 -16 16 17 18 26 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.045488309496731799 -0.015418741897363848 -0.0041352404895575786 -0.029725020012150966 -0.028932107219714339 0.067229025711291121 0.019201258972467987 0.02478737796337209 -0.044516295821497638 -0.0085106111186766531 0.076963194837800425 -0.042202387307249838 0.026250776697977058 0.0026582657590388968 0.099067145922230426 -0.007195536426248682 -0.0075588736563545374 0.065920392402376987 -0.0066153067744297196 -0.010544302471978066 0.099686212823220613 0.065580779908488221 0.13139495262070333 0.012829455920784875 -0.029814527131262161 0.097417365711479298 0.015726313037799186 -0.035037765211606654 0.14122206395728479 0.063731024278110851 -0.0013337600371679569
leaf_weight=19.045344911756828 23.149475694603538 73.240783310423097 55.404599033854353 1.8683486170756385 0.63382187718525429 38.436424457763721 45.46199347071024 19.291043612918088 4.1299644637911079 0.4716776664718062 7.1991091220061207 1.1191479019616952 36.889744293523989 0.87301815615501244 10.202496358188226 10.13261969201085 2.8714820024697456 1.0736593239707879 2.1688575857042456 0.72700565255217942 1.5523722582456656 0.49328803872049209 0.76567094010533765 1.2687002995371575 0.54867379050847453 8.1844668606523765 1.4535322927549712 0.49362340944935557 0.95784997554437712 25.228875064027989
leaf_count=607 1335 5253 3976 104 12 1479 1858 1126 232 16 422 43 1927 25 519 471 111 40 113 28 84 19 31 57 24 391 76 33 31 1416
internal_value=-0.00021667 -0.016571 -0.0232923 0.01808 -0.010699 0.0265315 0.0308992 -0.033545 -0.0115198 -0.0256481 -0.0299202 0.00767853 0.00851498 0.0581608 0.00727535 0.00939716 0.0170014 0.0319738 0.0177943 0.0458271 0.010642 -0.000171398 0.059286 0.0213032 0.0276085 0.0236748 -0.000992975 0.0175931 0.0265528 -0.00807355
internal_weight=395.338 208.749 135.509 186.588 60.8129 102.944 64.5073 74.6956 60.1791 11.8008 11.3291 83.6446 81.7762 1.99217 79.784 69.5815 32.6918 9.74601 6.87453 2.75851 22.9458 11.3916 1.25896 11.5542 10.2855 9.73684 4.11601 2.66248 2.03151 48.3784
internal_count=21859 13788 8535 8071 3433 3944 2465 5102 3421 670 654 4127 4023 68 3955 3436 1509 432 321 99 1077 521 50 556 499 475 222 146 71 2751
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=3 0 4 3 2 0 1 3 0 3 8 0 8 3 3 0 3 8 8 2 8 3 0 3 3 0 8 8 3 3
split_gain=42.7022 6.5659 6.72158 5.69704 1.36538 1.24893 1.12473 1.95358 1.71663 1.10488 1.83737 1.15806 1.01111 1.09049 1.53395 0.956853 1.08516 0.888862 1.44571 0.884372 1.07226 1.75996 1.22295 1.17463 1.23195 5.76155 1.11072 0.903959 1.09223 1.34509
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 0.64583333333333337 2.5000000000000004 0.21111111111111114 2.2678571428571432 2.5000000000000004 8.5357142857142865 2900.0000000000005 3.5000000000000004 1075.0000000000002 4.2111111111111121 4.2678571428571432 1.5000000000000002 2.4722222222222228 3105.0000000000005 2450.0000000000005 0.18333333333333338 2625.0000000000005 7.9500000000000011 5.5000000000000009 6.5857142857142863 6.9500000000000011 4.5000000000000009 2810.0000000000005 1500.0000000000002 6.6125000000000007 8.3166666666666682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 9 -4 7 8 -1 19 11 -11 -5 -14 -15 -9 -17 18 -18 20 22 26 23 -3 25 -25 -22 28 -21 -30
right_child=1 2 5 12 -6 -7 -8 15 -10 10 -12 -13 13 14 -16 16 17 -19 -20 27 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.038771197936928209 -0.0039428975513521244 -0.037904309670546477 -0.029025802773464462 0.043371644412414388 0.061226241170938993 -0.044071730894577762 0.017962207513124485 0.013152705020041261 0.091336128343469519 -0.008148077477954303 0.068610020542212866 -0.041673207682236903 -0.032636491382879752 0.050245831652952905 0.0061424606580608295 -0.026111837057013129 0.028780198567006171 -0.021057369167972375 0.077695495247307095 0.02717807133228663 0.060919558431422931 0.090602274103269556 -0.037364566926765548 -0.019949936085172981 -0.0097683629088592336 0.19412091574150955 -0.037387171974599093 -0.01087565270359387 -0.010886187479908577 0.050523752617298051
leaf_weight=11.048132019925104 72.979793645319404 3.1041208663227939 53.939950920642687 1.8919390347036813 0.66043555084615846 18.530671438039178 39.017904606549564 13.874811070747908 1.8072635044172773 4.0988469649637373 0.50180991872912351 6.9327791558216632 1.7508447747037497 2.0223457637441689 78.49935847044307 0.89134279724385024 35.960448301800284 0.84376815217547019 1.576767231163102 4.7167639300100772 0.39540573948761393 0.61250950198154885 5.9717181592141051 1.1727124209552346 10.100165071774624 0.42940479982644308 1.0511866589658891 12.418787502653457 7.0437234416924621 1.0209337694141138
leaf_count=348 5253 171 3976 111 12 1126 1479 620 32 232 16 422 101 65 3850 26 1382 25 32 199 17 26 420 66 570 13 52 792 387 38
internal_value=-0.000219877 -0.0159893 -0.0226142 0.0169246 -0.0102708 -0.032873 0.0246921 0.0286705 0.046161 -0.0110634 -0.0249604 -0.0292168 0.00723237 0.00640131 0.00725014 0.0244398 0.0284275 0.0296941 0.0308349 -0.00772684 -0.0148534 0.0195628 -0.018264 -0.0105603 -0.00330715 0.037426 -0.0105164 -0.00126855 0.00806598 -0.00311208
internal_weight=394.867 205.682 132.702 189.185 60.2313 72.4706 105.02 66.0025 12.8554 59.5709 11.5334 11.0316 84.1645 82.2725 80.5217 53.1471 39.2723 38.381 37.5372 48.0374 22.8372 2.0591 20.7781 14.8064 11.7023 1.60212 1.44659 25.2002 12.7814 8.06466
internal_count=21859 13788 8535 8071 3433 5102 3944 2465 380 3421 670 654 4127 4016 3915 2085 1465 1439 1414 2751 1335 95 1240 820 649 79 69 1416 624 425
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=3 0 4 3 0 2 8 0 0 2 3 2 8 3 1 3 3 3 0 8 2 1 3 3 1 3 3 3 3 2
split_gain=38.5808 6.17549 6.43598 4.95586 1.24429 1.225 1.48908 1.63487 1.50206 0.965599 0.989957 1.28355 1.08965 3.21565 0.964916 1.71536 0.952711 1.14134 4.53719 0.939246 0.888462 1.11505 0.943196 1.86278 1.29484 1.41676 1.92433 1.05926 1.5402 1.23741
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 2.5000000000000004 0.18333333333333338 2900.0000000000005 4.5000000000000009 5.5000000000000009 0.64583333333333337 6.6833333333333345 0.35416666666666669 1175.0000000000002 8.3541666666666696 0.21111111111111114 2.8166666666666669 6.5857142857142863 6.9500000000000011 4.5000000000000009 1500.0000000000002 0.31666666666666671 1.0000000180025095e-35 4.2111111111111121 4.2678571428571432 0.21111111111111114 4.6125000000000007 4.7638888888888902 5.4142857142857155 5.5277777777777786 0.35416666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 14 -4 6 8 -8 16 10 11 -7 13 -12 15 -1 -3 18 -18 -13 21 -5 -22 -24 27 -26 -27 -25 -29 -30
right_child=1 2 4 20 -6 9 7 -9 -10 -11 12 19 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.038865913274385162 -0.0037588677139360686 -0.037701932747680987 -0.028327010761501251 0.0045385519025925494 -0.043621513823656956 0.020934031641010743 -0.027685034096156632 0.076821163365105583 -0.037214676250108471 0.056042074728814575 -0.04014274215804195 0.0068726474140442806 -0.013576023868623822 0.1547087959131726 0.016820947967626822 0.021445057038648664 -0.020982187051957903 -0.011801648399185414 0.15827119313830493 -0.045911914618412576 -0.025490549273604848 -0.020633488143558629 0.064179139036076346 0.0095966107559644354 -0.042731707127924345 0.062783197595324261 -0.006836172436773251 0.05876330415257084 0.041337950529548806 -0.0013601206305528064
leaf_weight=20.164052538124096 72.731663366066499 3.0796441986895173 52.542977753443907 33.68955774358318 17.804286147812604 6.8424207067314509 0.66385095287114271 0.85778474467224441 8.4586101902377759 0.68478776328265567 0.49059628508985298 1.894686815539899 17.74070509128137 0.37251380737870932 39.567271090624743 47.223429219829086 1.2110136486270473 15.349082086163859 0.49825851153582323 1.5179546614863282 1.6581770777986538 5.0602439858896267 1.7041018408172011 23.283320714483466 2.0191759354183869 1.188924723639502 6.0099208846349939 3.0370225168389862 2.8752967863911181 4.1399797827434668
leaf_count=607 5253 173 3976 1670 1126 337 27 31 629 12 35 83 1034 20 1479 1858 68 860 13 111 97 331 49 1077 112 45 314 111 99 222
internal_value=-0.000221863 -0.0154259 -0.0219528 0.0158645 -0.0321979 -0.00987289 -0.0169688 0.0312278 -0.0195333 -0.00263898 -0.00403142 0.00844156 -0.010907 0.0439542 0.0230187 0.0266578 -0.0121066 -0.00748573 0.0312708 -0.0166061 0.00682688 0.0012514 0.0115322 0.0129193 0.0108665 -0.00571958 0.00466181 0.015453 0.0290176 0.0161402
internal_weight=394.361 202.741 130.009 191.62 70.3473 59.6619 30.1182 1.52164 28.5966 29.5437 28.8589 10.2551 18.6038 0.86311 106.955 67.3875 20.138 17.0584 1.70927 3.41264 84.6657 38.7498 45.9159 44.2577 42.5536 9.21802 7.19885 33.3356 10.0523 7.01528
internal_count=21859 13788 8535 8071 5102 3433 1801 58 1743 1632 1620 531 1089 55 3944 2465 1114 941 81 194 4127 2001 2126 2029 1980 471 359 1509 432 321
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=3 0 4 3 0 3 8 0 2 3 0 8 0 8 3 3 3 1 2 3 3 0 1 4 2 3 3 2 0 3
split_gain=34.8697 5.80089 6.15518 4.32406 1.23824 1.15349 1.55207 1.11818 0.977683 1.19048 1.24619 2.15606 0.997614 0.858499 0.930251 1.12022 0.856286 1.69897 1.34428 0.844118 0.799982 3.60114 0.776655 1.25513 0.972852 0.902314 1.46038 1.70548 1.23257 1.01669
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 2.5000000000000004 8.5357142857142865 2900.0000000000005 3.5000000000000004 0.15476190476190479 6.5857142857142863 8.5000000000000018 2900.0000000000005 5.5000000000000009 1075.0000000000002 4.2111111111111121 4.2678571428571432 2.3541666666666674 0.41428571428571431 0.84523809523809534 10.464285714285717 6.9500000000000011 4.5000000000000009 0.11805555555555557 2.5000000000000004 0.2678571428571429 5.5277777777777786 5.4142857142857155 0.41428571428571431 3.5000000000000004 4.8166666666666673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 16 -4 8 7 19 9 -3 11 12 20 -5 -15 -16 17 18 -1 -7 21 -11 23 25 -24 26 29 -28 -27 -17
right_child=1 2 4 13 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 22 -18 -19 -20 -21 -22 -23 24 -25 -26 28 27 -29 -30 -31
leaf_value=0.077885845633067954 -0.0035828505010631582 -0.039675560963559668 -0.027629210375787739 0.03903843750867228 -0.043165148531841648 -0.015335357851964158 0.058462411476040324 -0.040910920950164159 9.1187384185882278e-05 -0.020318079278135934 -0.047044805910389217 0.083303436085423191 -0.039255499324318086 -0.031290637456785751 0.041807634018605898 0.029534267523246217 0.018565155414260754 0.014289185805990066 0.033274125592992365 0.059065197441810817 -0.0076490805721944263 0.13354347365753955 -0.033445486599659589 0.0024855849815405757 0.00089635301976217704 0.041144478251662765 0.12677362512618748 0.031106093477948432 -0.012620536351094403 0.0037817565699539341
leaf_weight=1.8642675389037489 72.495765772801292 3.7830681488503641 51.210774892168473 1.9731838925545151 17.110528268324799 3.6169894669692404 0.54329116010922085 6.5725178241618778 27.308605956311226 1.1886455192012579 1.8773374295356013 0.67782226949930269 2.1616872954409692 1.6683324973630522 2.177291592511664 8.2555779190493066 75.854987370264126 13.148668677725764 17.922832210171691 0.42615001369267691 10.405142133241439 0.55920739844441403 2.3526393069187064 36.839031486336921 16.707148122531976 1.402476490009575 0.68399059868897838 1.4608230342109889 4.4430365844291941 7.1534589193511229
leaf_count=46 5253 232 3976 111 1126 208 16 422 1515 68 185 23 137 101 65 355 2870 523 505 24 590 13 117 1707 915 49 40 43 262 362
internal_value=-0.000223327 -0.0148748 -0.0212983 0.0148838 -0.0315201 -0.00948576 -0.0239649 -0.0281834 -0.00611698 -0.0143258 -0.00864113 -0.00383228 -0.00795829 0.00644254 0.00566896 0.00642577 0.0214881 0.0282201 0.0374773 -0.00749348 -0.00239137 0.0289083 0.00545429 0.00823768 -0.00334262 0.0172936 0.0229595 0.0616149 0.000278959 0.017579
internal_weight=393.845 199.938 127.442 193.908 68.3213 59.1205 11.1589 10.6157 47.9615 20.6529 16.8698 14.9925 14.3147 85.117 83.1438 81.4755 108.791 32.9358 19.7871 4.04314 12.153 1.74785 79.2982 60.2384 19.0598 23.3994 17.5539 2.14481 5.84551 15.409
internal_count=21859 13788 8535 8071 5102 3433 670 654 2763 1248 1016 831 808 4127 4016 3915 3944 1074 551 232 671 81 3850 2818 1032 1111 800 83 311 717
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=3 0 4 3 0 3 8 0 2 1 3 2 3 3 3 3 3 3 3 1 0 3 0 3 1 0 8 4 3 8
split_gain=31.524 5.44087 5.88174 3.78215 1.2307 1.08092 1.397 1.08304 0.944822 0.811835 1.32277 0.800124 1.58663 1.69147 1.45334 1.23753 1.13824 1.12225 1.36646 1.28388 1.08523 1.28372 1.06339 0.872097 0.809718 1.04364 0.772268 0.753551 0.987533 0.883034
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 2.5000000000000004 8.5357142857142865 2900.0000000000005 3.5000000000000004 0.64583333333333337 0.21111111111111114 2.8166666666666669 0.61250000000000016 3.0500000000000003 2.5277777777777781 3.683333333333334 3.5277777777777781 3.2678571428571432 3.3541666666666674 3.9500000000000006 0.47222222222222227 1.5000000000000002 1.1250000000000002 3.5000000000000004 2.8166666666666669 0.38750000000000007 3.5000000000000004 1650.0000000000002 10.500000000000002 12.366666666666669 2985.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 9 27 8 7 -7 -3 10 -1 17 13 20 15 16 -14 24 -19 -20 -13 -22 -16 -15 -11 -26 -18 28 29 -4
right_child=1 2 4 -5 -6 6 -8 -9 -10 11 -12 12 14 23 22 -17 26 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.033816397090876429 -0.0034145476911744163 -0.0067200710476091365 -0.024644159777164013 0.0060817151936814542 -0.042702176592066585 -0.0071779690462169437 0.053027011134704677 -0.040366359397561252 0.051508710475674874 0.045596526533269753 0.018827512188693104 0.0028799232539795765 0.087162723655343527 -0.038876978099009002 0.04455389576244638 0.11284776541963859 -0.0081522187765234368 -0.028833722577571604 0.050661657636667967 -0.029516948605702198 0.088886100718691644 0.023606505206679618 -0.034513593747583823 0.0071497387467677146 0.018515367407795632 -0.056046579059942342 0.057455850232010885 -0.034445325019362351 0.037114359843525201 0.033233714544821824
leaf_weight=21.096281319346318 72.271507550526422 46.983883633434658 28.566030835085975 85.546797846866639 16.448076912337626 4.0171535549379733 0.56834381299268066 6.3341964127048414 0.70713468780740996 1.9620304186407809 48.693254833541232 6.7137854492879034 1.0156396560032588 2.0614251304841664 0.85000181364739524 0.87362181348726142 1.0071863253033368 3.9491971804539645 1.3408393615632692 0.79550008174555831 0.80108187543919385 12.574481741915859 0.85096510597213637 2.0552444679451582 2.4921300813291087 0.57818909596244328 0.80865027312120208 20.007717706178141 0.6922201690467763 0.67457278538495202
leaf_count=607 5253 2751 2279 4127 1126 232 16 422 12 61 1858 297 38 95 23 24 26 160 48 28 29 388 45 77 96 19 25 1598 47 52
internal_value=-0.000223398 -0.0143351 -0.020649 0.013975 -0.0308399 -0.0091058 -0.0232961 -0.0274866 -0.00585669 0.0200847 0.0233584 0.0144752 0.0187692 0.0132997 0.0432596 0.0608251 0.0447741 0.00303811 -0.0114076 0.0208059 0.0192828 0.0275162 0.00499776 -0.0158982 0.0205071 0.00447419 0.0210652 -0.026933 -0.0219116 -0.0233089
internal_weight=393.337 197.271 124.999 196.066 66.3886 58.6107 10.9197 10.3513 47.691 110.52 69.7895 40.73 29.6121 24.206 5.40606 3.7051 2.83148 11.1179 6.08554 2.13634 20.0893 13.3756 1.70097 4.11667 5.03235 3.07032 1.81584 49.9405 29.9328 29.2406
internal_count=21859 13788 8535 8071 5102 3433 670 654 2763 3944 2465 1479 1067 886 181 113 89 412 236 76 714 417 68 172 176 115 51 3976 2378 2331
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 2 8 0 0 2 8 1 0 0 8 8 8 3 3 0 0 3 3 8 4 3 0 4 3 3
split_gain=28.5009 5.09472 5.61889 3.33218 1.2214 1.0504 1.14748 1.39107 1.35348 0.995206 2.34878 1.11536 1.09951 1.00069 0.877253 1.82894 1.29089 0.87085 0.901092 2.94473 0.829799 1.82268 1.74225 1.16798 1.03195 0.874399 1.0919 1.12008 0.80726 1.73516
threshold=6.0500000000000007 58.500000000000007 5.5000000000000009 4.3166666666666673 2.5000000000000004 0.18333333333333338 2900.0000000000005 5.5000000000000009 4.5000000000000009 0.31666666666666671 1750.0000000000002 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 2760.0000000000005 2940.0000000000005 1850.0000000000002 6.5857142857142863 6.9500000000000011 4.5000000000000009 3.5000000000000004 7.9500000000000011 7.4722222222222232 1250.0000000000002 4.5000000000000009 7.9500000000000011 2.5000000000000004 4.5000000000000009 6.5277777777777786 6.4142857142857155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 -4 6 7 17 -8 10 -1 12 13 14 16 -16 -11 -2 19 -19 23 22 -22 -20 -24 26 27 -25 29 -9
right_child=1 -3 4 -5 -6 -7 8 28 -10 11 -12 -13 -14 -15 15 -17 -18 18 20 -21 21 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015782038866932014 -0.036257238530952654 -0.0032536699601658538 -0.026240723976873923 0.0053237610325718348 -0.04223218151033642 -0.0020344336093410945 -0.028435288985761656 -0.044271220287501335 0.064156334061873085 0.026168978786638132 0.032379273492922973 0.015174368673428638 0.089197794746077141 -0.025843201578556432 0.091400323284268156 0.016267006325851135 -0.0058809214443661289 -0.019445186886154806 -0.029966931187428599 0.11619067905514811 -0.031689529754451343 -0.047252233016351917 0.099396170507303636 0.073702078083304354 0.0065882909050563321 0.027639309929287453 -0.036823362473927181 -0.021451705048712646 -0.041373397881846963 0.10292431435237979
leaf_weight=6.2196802087884446 2.8581780683598579 72.058320320437915 48.731973647594856 80.883242403917137 15.815649883908078 29.183942087974174 0.67896772082894929 0.54336029325486279 0.94263040463556536 41.575764783354607 4.2692068564501824 56.861364656541348 0.66671794312423927 0.96562470345952434 1.4912637528032058 1.7729701474308965 3.3985918644393669 1.1603512569167858 2.4328947917601891 0.61080688331276167 1.3068742455699287 3.612726090221571 0.58369541959837057 0.6119502205401659 0.61521855246974155 3.4741213961017365 1.613388748640034 0.62527181622499484 6.9571289227994839 0.31702602384029888
leaf_count=274 173 5253 3976 3887 1126 1632 27 46 31 1358 172 2133 28 37 31 47 104 68 141 13 64 196 23 38 30 223 92 53 565 18
internal_value=-0.000222273 -0.013806 -0.0200042 0.0131303 -0.030159 -0.00872809 -0.0154771 -0.0179024 0.025388 0.0185169 0.00382067 0.0199612 0.0254189 0.0245547 0.0255636 0.0505916 0.0237471 -0.0107601 -0.00638254 0.0273306 -0.0103964 -0.0245245 0.00824335 -0.000525898 0.0517721 0.010799 -0.00972477 0.0256129 -0.0357231 0.00996583
internal_weight=392.839 194.734 122.676 198.104 64.5476 58.1285 28.9446 27.323 1.6216 117.221 10.4889 106.732 49.8709 49.2042 48.2386 3.26423 44.9744 19.5055 16.6473 1.77116 14.8761 6.11851 2.50579 8.75763 1.19891 6.32473 2.85061 1.23722 7.81752 0.860386
internal_count=21859 13788 8535 8071 5102 3433 1801 1743 58 4184 446 3738 1605 1577 1540 78 1462 1114 941 81 860 313 117 547 53 406 183 91 629 64
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=3 3 4 2 1 3 8 8 0 3 2 2 3 3 2 1 3 8 8 3 8 0 8 1 4 8 2 8 4 8
split_gain=25.7868 4.76924 5.35111 3.01902 1.30352 1.48684 1.33764 3.61508 1.2108 1.18677 2.84465 2.09273 1.16419 1.47873 1.70415 2.40837 1.17771 1.05283 1.00731 0.996801 1.18738 0.995084 0.980017 2.73592 0.978738 1.00725 1.01299 0.914579 0.8895 1.1456
threshold=6.0500000000000007 58.500000000000007 5.5000000000000009 0.31666666666666671 1.0000000180025095e-35 3.4722222222222228 3105.0000000000005 2250.0000000000005 2.5000000000000004 3.2111111111111117 0.47222222222222227 0.64583333333333337 3.5277777777777781 3.7071428571428577 0.47222222222222227 0.31666666666666671 3.8166666666666669 1075.0000000000002 1175.0000000000002 8.5357142857142865 2900.0000000000005 3.5000000000000004 1175.0000000000002 0.2678571428571429 1.5000000000000002 2050.0000000000005 0.29285714285714287 1650.0000000000002 2.5000000000000004 2760.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 17 28 9 7 12 -4 -6 -11 -12 -7 14 -14 -16 -15 -1 -19 -2 21 -21 23 -18 25 26 -20 -13 29 -5
right_child=1 -3 8 4 5 6 -8 -9 -10 10 11 27 13 16 15 -17 22 18 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.049775383550687911 -0.0052671211247012073 -0.0030999331990842123 -0.025549521736672853 0.022454697882073504 0.014376961025309604 -0.029047547237813789 -0.036176604346297943 0.12461591103360854 -0.041754788872898886 0.12671278819011961 -0.015346551551287011 0.024774187355739732 -0.034356113880352694 -0.037730668248042165 0.021131234783262624 0.11965347559963896 0.14134234458914877 -0.047756179158020981 -0.037890149873514536 -0.0071726769222851096 0.045762600914502266 -0.03939283065445523 0.0036216074777391792 -0.030449071553079177 0.0041788666219792396 0.054352252314778082 0.012950976498056772 0.07941145045678849 0.012606780060245643 0.05464003049179459
leaf_weight=1.1069095318379698 47.107057033264255 71.855664578426953 47.57757088532 47.524328433933832 34.280832577458966 2.4630701253604448 1.9617507620132517 0.63341873907484014 15.212004292541861 0.7943637128919353 1.9677665040715053 1.6141963742302325 0.66034286600943248 1.6788599002629805 1.7987361658965713 0.94678408035542805 0.46627731845365161 1.0596100006919744 3.7375955213854288 4.0167724188249814 0.60475380280695468 5.9399760244878053 25.540606962226775 0.46080079727107659 41.352353887445929 0.4394259596338087 1.327818737149755 1.4574797409950404 23.835380169629843 2.9355368018150321
leaf_count=64 2763 5253 3976 1525 1230 102 86 28 1126 17 79 41 26 80 69 24 21 53 216 232 16 422 1305 24 1940 23 115 37 899 67
internal_value=-0.000221389 -0.0132947 -0.0193761 0.0123467 0.0158464 0.0112753 0.0039894 0.00626352 -0.0294756 0.0179247 0.038772 0.02491 0.00405962 0.00664406 0.037761 0.0551063 0.00287877 0.00156582 0.000452145 -0.00837973 -0.0222628 -0.0263945 0.00545465 0.055954 0.00154231 -0.0182635 -0.0245629 0.050699 0.020567 0.0243271
internal_weight=392.358 192.314 120.458 200.044 151.021 76.7253 36.6106 34.6489 62.7896 40.1146 5.83381 5.03944 34.0155 31.5524 3.40586 2.74552 28.1465 49.0237 47.9168 57.6686 10.5615 9.95675 26.4677 0.927078 46.8572 5.50484 5.06541 3.07168 74.2952 50.4599
internal_count=21859 13788 8535 8071 5660 3169 1765 1679 5102 1404 174 157 1651 1549 119 93 1430 2411 2347 3433 670 654 1350 45 2294 354 331 78 2491 1592
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=3 0 4 3 0 2 8 0 3 3 3 3 8 3 2 4 3 8 0 0 3 3 8 3 0 4 3 3 1 2
split_gain=23.3161 4.45422 5.09848 2.69381 1.19865 0.972874 1.00254 1.32554 1.15983 0.837134 0.801557 2.46162 1.21757 0.771601 1.52325 0.770845 0.941432 0.847062 1.10918 0.755454 1.72811 1.58317 1.07805 0.777152 1.00797 0.94604 0.736886 1.00137 0.77702 0.844821
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 2.5000000000000004 0.18333333333333338 2900.0000000000005 5.5000000000000009 7.9500000000000011 6.5857142857142863 6.9500000000000011 6.7638888888888902 1750.0000000000002 6.5277777777777786 0.15476190476190479 10.500000000000002 12.366666666666669 2985.0000000000005 1.5000000000000002 3.5000000000000004 7.9500000000000011 7.2111111111111121 1250.0000000000002 7.9500000000000011 2.5000000000000004 4.5000000000000009 4.2111111111111121 4.2678571428571432 0.35416666666666669 0.73214285714285732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 15 6 7 9 -8 -3 11 12 -11 14 -9 16 17 -4 -19 22 21 -21 -12 24 25 -24 -5 -28 29 -29
right_child=1 2 4 26 -6 -7 8 13 -10 10 19 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.016637638773325799 -0.0029530616251508129 -0.035513059057123937 -0.022467746892317009 -0.027054962648096776 -0.041269665984561693 -0.0015805205868288357 -0.027980582259739168 -0.046988892100190395 0.057198238170247433 -0.053418391215234076 -0.029125265698306847 0.11672734583270615 0.046005960531959607 -0.040650698805651392 0.087380614969778878 -0.032783503133454871 0.038352616305046869 0.11011499337044091 -0.020726657218321391 -0.053397440320082527 -0.046710821802087049 0.03366484796063611 0.066052588109736743 0.026059956826742139 -0.03609276898044235 -0.020622561822210683 0.037634083312433682 0.0060041288277081703 -0.0233716288907794 -0.052471483173939362
leaf_weight=114.89521899703986 71.663026184336104 2.7540331462441925 26.639696844810807 1.7595153422964802 14.635936207881882 28.947649312999147 0.66724547056946792 0.50116278010682336 0.99646598532854114 0.73803739810409996 2.3560352616805158 0.52621778845787037 0.52838339284062386 6.6056163117377764 0.36418232763105607 18.491352454714558 0.68302720197243516 0.28115309588611026 0.38211579946801066 0.7402756377414329 3.3878098232755178 1.772250550872968 0.65013795252889395 3.5410475423888101 1.5537215626156922 0.61038954673131229 2.376672049388616 79.815331128341271 2.391115071863168 0.62248496946995047
leaf_count=3944 5253 173 2279 104 1126 1632 31 43 27 46 141 9 26 565 21 1598 47 25 27 36 196 81 38 223 92 53 68 3811 119 25
internal_value=-0.000220489 -0.012791 -0.0187478 0.0116125 -0.0287913 -0.00802487 -0.0146183 -0.0169709 0.0230366 -0.0100047 -0.00572221 0.0258323 -0.011936 -0.0348348 0.0095608 -0.0248618 -0.0196276 -0.0210781 0.0347358 -0.00959349 -0.0234078 0.00801334 -0.000236843 0.0104727 -0.00914013 0.0240816 0.00497343 0.00563482 0.00471664 0.0055516
internal_weight=391.877 190.017 118.354 201.86 61.1133 57.2407 28.293 26.6293 1.66371 19.1583 16.4043 1.79264 1.26642 7.47096 0.865345 46.4773 27.986 27.303 0.663269 14.6117 5.90034 2.51253 8.71133 6.3553 2.81425 1.26053 86.9651 85.2056 82.8289 80.4378
internal_count=21859 13788 8535 8071 5102 3433 1801 1743 58 1114 941 81 72 629 64 3976 2378 2331 52 860 313 117 547 406 183 91 4127 4023 3955 3836
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=3 0 4 2 0 1 3 3 8 8 3 2 1 3 3 2 2 3 8 1 8 8 3 0 3 3 4 8 2 8
split_gain=21.1079 4.16135 4.84291 2.54815 1.1845 1.12606 1.20193 1.21959 1.20911 2.75867 1.2262 1.45523 1.8685 1.10431 1.00252 2.20186 1.78869 0.922932 1.13055 1.04934 0.903969 0.939924 0.88701 3.22529 0.950945 4.03913 0.882762 0.893051 0.952766 0.833172
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 0.31666666666666671 2.5000000000000004 1.0000000180025095e-35 3.4722222222222228 3.5277777777777781 3105.0000000000005 2250.0000000000005 3.7071428571428577 0.47222222222222227 0.31666666666666671 3.8166666666666669 3.2111111111111117 0.47222222222222227 0.64583333333333337 8.5357142857142865 1500.0000000000002 0.23611111111111113 1075.0000000000002 1175.0000000000002 10.267857142857144 3.5000000000000004 9.3541666666666696 9.1833333333333353 1.5000000000000002 2050.0000000000005 0.29285714285714287 1175.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 20 -4 -5 14 -8 9 10 11 -9 -13 -12 -7 -16 -17 -3 19 -19 -1 -22 24 -24 25 -20 27 28 -23 -15
right_child=1 2 4 5 -6 6 7 8 -10 -11 13 12 -14 29 15 16 -18 18 22 -21 21 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.044664539881484742 -0.0028127841293105471 -0.0047127531853463703 -0.024181267028959202 0.018428893046345925 -0.040776523528610699 0.012514850833466082 -0.029942621190097409 -0.033964145325562037 -0.034246310229218903 0.10590669821499177 -0.037295909033433793 0.018665123056377055 0.10241426447919069 0.050282214468141878 0.10771510638448852 -0.015396102390472295 0.045103935483249522 -0.044598569343120037 -0.021838050030911584 0.029487669910762626 -0.047358729622243113 -0.037353747049496767 0.15937170672214004 -0.051627794615460736 -0.0446182134659555 0.14554764672794704 0.003501711066349244 0.048549881086655831 0.01185041782980944 0.0031210638577910152
leaf_weight=1.1603285228484299 71.479915769123153 46.580095435183438 45.431845671918538 76.091156812300937 14.0862822352651 35.084118186194473 2.5621773677066804 0.65086307185072501 1.7855789005989198 0.704080616007558 1.6513454643463799 1.8517329766996229 1.0400748336105605 0.97187074509565974 0.87882081419229408 1.9696881690178996 3.2171178398220945 4.8027772652312688 2.2419872611135365 0.53076542913913716 1.0252224331269406 3.6402409704502068 0.34001947473734606 0.38752995079630637 1.5056489894923286 0.42943890360766079 41.784955408798282 0.46281853227992531 1.3482123168769247 25.72875553439917
leaf_count=64 5253 2763 3976 2491 1126 1230 106 26 82 28 80 69 24 45 17 79 78 305 156 26 53 216 16 40 100 27 1940 23 115 1305
internal_value=-0.000218334 -0.0123076 -0.0181414 0.0109332 -0.0281089 0.0141 0.00988228 0.00333604 0.00581583 0.00801021 0.00584913 0.0335835 0.0487865 0.00238363 0.0157599 0.0345292 0.0221291 -0.00770035 -0.0212929 -0.0372259 0.00105341 4.88241e-06 -0.00396646 0.0469826 -0.0128406 0.00506965 0.00103287 -0.0178912 -0.0240555 0.00483767
internal_weight=391.425 187.816 116.336 203.609 59.5181 154.187 78.0962 36.9465 34.3843 32.5987 31.8946 3.54267 2.89181 28.352 41.1497 6.06563 5.18681 56.8183 10.2382 5.33354 49.4218 48.2614 4.90462 0.727549 4.17708 2.67143 47.2362 5.45127 4.98845 26.7006
internal_count=21859 13788 8535 8071 5102 5660 3169 1765 1659 1577 1549 119 93 1430 1404 174 157 3433 670 331 2411 2347 339 56 283 183 2294 354 331 1350
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=3 0 4 2 0 8 1 3 8 8 3 3 2 1 3 3 3 4 4 8 3 2 2 2 8 0 3 0 3 0
split_gain=19.109 4.15582 4.4272 2.60488 1.25398 1.10036 1.0595 1.08461 1.27696 2.06527 1.00827 1.04116 1.27321 1.50228 1.045 0.867448 1.83565 4.74297 0.969123 0.963209 0.864541 1.76869 1.55758 0.856593 0.758317 1.69804 1.30092 0.750812 0.725183 1.11635
threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 0.2678571428571429 5.5000000000000009 3185.0000000000005 1.0000000180025095e-35 3.4722222222222228 3105.0000000000005 2250.0000000000005 3.5277777777777781 3.7071428571428577 0.47222222222222227 0.31666666666666671 3.8166666666666669 9.5277777777777803 9.2250000000000014 8.5000000000000018 6.5000000000000009 1500.0000000000002 3.2111111111111117 0.47222222222222227 0.64583333333333337 0.64583333333333337 1750.0000000000002 4.5000000000000009 4.7071428571428582 2.5000000000000004 2.683333333333334 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 23 4 5 24 28 20 9 10 -9 12 -12 -14 -13 16 -4 18 19 -18 -8 -22 -23 -3 -1 26 27 -26 29 -5
right_child=1 2 15 6 -6 -7 7 8 -10 -11 11 14 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0039001023985044919 -0.0026788388948597256 -0.0063683771355153244 -0.023875717125428842 0.019374657455663594 -0.026287543605825515 0.072845331311390121 0.011776315236806651 -0.027899098611968504 -0.03598916394094686 0.08390448624584268 -0.03324834742709297 -0.036517058051146287 0.017474530239076951 0.090791323335372376 0.004913065649455965 -0.031356264533462096 -0.023313190880205118 0.16619428335318556 -0.039116186183780155 0.06646606426085154 0.094995173725283211 -0.014802400698622332 0.04154023879092298 0.048558117120554779 0.015815281367812118 0.062440350934230164 -0.0049488455202951302 0.062910698116743727 0.014545222151962918 0.048741644794973907
leaf_weight=26.130028114369765 71.305867433210125 41.413483914842232 29.073824442662072 14.965092544153665 4.1896900023330934 0.54657549597322841 35.411464403138694 2.3806473703471047 1.9682402232429002 0.81791949087346338 0.63419234620457077 1.6034645056206525 1.8782939674965748 1.1125271298224104 29.96922274136432 36.120895295222169 0.57799598869678426 0.45376485958792034 1.3134421205777469 0.61836833798224689 0.94480924960225721 1.9468494098982772 3.315782788062279 0.72220256552100082 3.9440073283985848 1.3984694369519282 10.65444455696854 1.0774779911735093 60.350346154362683 4.1289733532644268
leaf_count=1225 5253 2463 2447 416 323 17 1230 102 95 36 28 80 69 24 1583 3110 40 37 115 47 17 79 78 12 145 53 504 43 2102 86
internal_value=-0.000216832 -0.0120859 -0.0181676 0.010078 -0.000155959 0.00234646 0.0131173 0.00912983 0.00329015 0.00530365 0.00359285 0.00572285 0.0311018 0.0447469 0.00280898 -0.026044 -0.0200546 0.0174323 -0.00946339 0.0230913 0.0147935 0.0320056 0.0206969 -0.00542694 0.00145458 0.00964919 0.00493963 0.0259207 0.0172322 0.0257251
internal_weight=390.968 181.6 110.294 209.369 47.9407 43.751 161.428 81.9834 40.3645 38.3963 37.5783 35.1977 3.62501 2.99082 31.5727 68.1583 32.0374 2.96357 2.50981 1.19636 41.6189 6.20744 5.26263 42.1357 43.2044 17.0744 15.6759 5.02149 79.4444 19.0941
internal_count=21859 13524 8271 8335 2310 1987 6025 3421 2017 1922 1886 1784 121 93 1663 5796 2686 239 202 87 1404 174 157 2475 1970 745 692 188 2604 502
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=3 0 4 2 0 8 4 3 8 8 3 3 2 1 3 0 3 3 4 4 8 3 2 3 2 2 8 0 8 1
split_gain=17.3003 3.87333 4.19033 2.31274 1.15604 0.930883 0.930792 0.960488 1.18073 1.72816 0.924489 0.912915 1.11684 1.22808 0.966308 0.861036 0.92515 1.52572 2.62617 1.44006 0.839296 0.766384 0.840847 0.749373 1.44459 1.36124 0.735009 0.716497 0.881386 0.778272
threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 0.2678571428571429 5.5000000000000009 3185.0000000000005 1.5000000000000002 3.4722222222222228 3105.0000000000005 2250.0000000000005 3.5277777777777781 3.7071428571428577 0.47222222222222227 0.31666666666666671 3.8166666666666669 4.5000000000000009 9.7071428571428573 9.2250000000000014 8.5000000000000018 6.5000000000000009 1650.0000000000002 9.3541666666666696 0.31666666666666671 3.2111111111111117 0.47222222222222227 0.64583333333333337 2900.0000000000005 2.5000000000000004 1175.0000000000002 0.47222222222222227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 21 4 5 -1 7 23 9 10 -9 12 -12 -14 -13 16 17 -4 19 -19 -20 -3 -23 -5 -25 -26 -17 -16 -29 -30
right_child=1 2 15 6 -6 -7 -8 8 -10 -11 11 14 13 -15 27 26 -18 18 20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.001374843164647616 -0.0025509703280531624 -0.0032568180364582499 -0.021470592640832661 0.011087956915172156 -0.025556816527705441 0.065169403500206863 0.016167372957706008 -0.027125673052619821 -0.035271903612174527 0.074563013160130046 -0.03248814228388431 -0.035741053477212591 0.016376259305609788 0.081332591099584198 -0.024597526718094606 -0.051904886280931865 -0.029617955984571693 0.032636947687341301 0.048462979364573361 -0.040366708032252174 0.1647466213439327 -0.042082135544028849 0.021795227709928769 0.084752118147004646 -0.014225715892627194 0.038371536342167382 0.027683696658570428 0.058248986424595889 0.0035490760577148632 0.049231501428538868
leaf_weight=43.253756736535678 71.140435283046031 38.779215047130378 26.025840802562318 35.721156143506178 4.0964146145371094 0.57949255779385467 80.413727071855419 2.3274707783798467 1.9093595333397377 0.87283760775244346 0.61702138423002795 1.5575418013595506 1.9033800376168986 1.1779925297014413 1.9579601305658823 4.212025136699423 32.661244073941134 1.251808306922612 0.30709846080799241 1.4673060269788036 0.31366541808954196 2.4985098736906362 0.64900844744988706 1.0043837809935201 1.9250503998835027 3.407636540778185 0.3115456291270674 0.80498057545628654 26.359612319786041 0.96652358478604483
leaf_count=1970 5253 2264 2248 1230 323 17 2604 102 95 36 28 80 69 24 90 376 2886 88 22 134 24 177 34 17 79 78 18 37 1431 25
internal_value=-0.000214659 -0.0116177 -0.0175637 0.00949898 -0.000155624 0.00221823 0.0123392 0.00860834 0.00310792 0.00500908 0.00339758 0.00540753 0.0289135 0.0412087 0.0026605 -0.0253637 -0.0238278 -0.0173879 0.0144266 -0.00675776 0.10722 -0.00518271 -0.0289108 0.013899 0.0297448 0.0193844 -0.0464235 0.00464833 0.00668388 0.00516486
internal_weight=390.474 179.618 108.477 210.856 47.9297 43.8332 162.927 82.5129 40.4547 38.5453 37.6725 35.345 3.69839 3.08137 31.6466 66.5505 62.027 29.3657 3.33988 2.71911 0.620764 41.9267 3.14752 42.0582 6.33707 5.33269 4.52357 30.0891 28.1311 27.3261
internal_count=21859 13524 8271 8335 2310 1987 6025 3421 2017 1922 1886 1784 121 93 1663 5796 5402 2516 268 222 46 2475 211 1404 174 157 394 1583 1493 1456
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=3 0 4 2 0 8 0 3 0 3 3 4 4 1 8 2 1 8 1 8 3 3 0 4 2 8 2 3 8 3
split_gain=15.6654 3.60598 3.96145 2.05378 1.06568 0.889039 1.61648 0.969271 0.851479 0.892027 1.40218 2.11958 1.31888 0.818216 0.912659 0.915868 1.42464 1.29594 1.80845 1.2217 2.05402 1.45377 1.78763 0.760715 0.756288 0.709677 0.703907 0.750392 0.880657 1.03885
threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 0.2678571428571429 5.5000000000000009 1750.0000000000002 4.5000000000000009 4.3166666666666673 4.5000000000000009 9.7071428571428573 9.2250000000000014 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 3185.0000000000005 0.73214285714285732 0.38750000000000007 2625.0000000000005 0.23611111111111113 1350.0000000000002 2.8166666666666669 2.3541666666666674 2.5000000000000004 2.5000000000000004 0.64583333333333337 2900.0000000000005 0.29285714285714287 4.4722222222222232 1350.0000000000002 5.2678571428571432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 24 4 5 -1 7 -7 9 10 -4 12 -12 26 15 16 17 -15 -19 20 21 22 -17 -8 -3 -10 -5 -28 -29 -30
right_child=1 2 8 13 -6 6 23 -9 25 -11 11 -13 -14 14 -16 19 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0037818804037481864 -0.0024289319184277566 -0.0058530786804567927 -0.020814733575485592 0.063205050902149132 -0.024832656089593008 0.026339288041892991 0.087727610340284479 -0.0015606347718068142 -0.051806761593045661 -0.028939922769331702 0.030072392331362913 0.091973994241546148 -0.039854982398822902 0.0072835511646159867 -0.025168450255028847 0.00093825472904338384 -0.012982158062477048 -0.023425179708790989 0.09928073138232113 0.010809491141170106 0.08894398315482531 -0.052230123346119622 0.068390293584719028 0.021546218270324973 0.045143527310734344 0.025646225137287471 0.017842841585153157 0.02413811133472258 -0.0098623047572822999 0.014245285245213308
leaf_weight=26.075381865051042 70.98319802133274 40.996704691274203 25.516770914157735 0.75581029232125629 4.0073767878318156 4.2187667646212565 0.91890792036428937 11.876860710873414 4.0139994042980893 31.777838029644556 1.2896126003615789 0.68508811025120042 1.4132159874898205 42.619588669013226 2.0090792442206284 2.204472754772357 9.0498969613523013 0.45629990694578626 0.8781366691691801 21.989650585118511 1.4142858933410023 0.60451792906951585 1.7716820104105861 0.82315560741699301 0.74014212423935433 0.31927381765126472 56.870909374902055 5.8281831098596539 9.2691210392445118 8.6287875411544501
leaf_count=1225 5253 2463 2248 22 323 149 31 555 376 2886 88 46 134 1990 76 78 367 33 23 732 52 26 44 27 12 18 1700 214 361 307
internal_value=-0.000211569 -0.0111628 -0.0169702 0.00895796 -0.000150133 0.00210232 0.0107039 0.00575211 -0.0246874 -0.0231583 -0.016802 0.0134207 -0.00649022 0.0116136 0.00812086 0.00894666 0.00508317 0.00880272 0.0573224 0.0162643 0.0362725 0.0200102 0.0309933 0.0564557 -0.00494873 -0.0461001 0.015177 0.0147267 0.00725724 0.00176024
internal_weight=390.007 177.736 106.753 212.271 47.9204 43.9131 17.8377 16.0956 65.0158 60.6825 28.9047 3.38792 2.70283 164.35 82.9976 80.9885 53.0039 43.954 1.33444 27.9846 5.99496 4.58067 3.97615 1.74206 41.7368 4.33327 81.3528 80.597 23.7261 17.8979
internal_count=21859 13524 8271 8335 2310 1987 762 704 5796 5402 2516 268 222 6025 3421 3345 2413 2046 56 932 200 148 122 58 2475 394 2604 2582 882 668
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=3 0 4 3 0 3 8 1 3 0 3 3 4 3 8 0 3 3 1 2 3 0 8 0 1 1 3 2 3 8
split_gain=14.1872 3.1298 3.98694 1.64742 1.24022 0.81503 1.11019 2.11159 0.880031 2.60575 0.91795 3.21664 0.743455 0.97213 0.847047 0.965938 0.686214 0.742141 0.68429 0.672404 1.12356 1.2242 1.72287 0.898251 0.677132 0.671836 1.39653 0.894313 0.966561 2.89147
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 2.5000000000000004 8.5357142857142865 1500.0000000000002 0.31666666666666671 10.267857142857144 3.5000000000000004 9.3541666666666696 9.1833333333333353 10.500000000000002 12.366666666666669 2985.0000000000005 1.5000000000000002 4.2111111111111121 4.2678571428571432 0.21111111111111114 0.15476190476190479 6.5857142857142863 8.5000000000000018 2900.0000000000005 5.5000000000000009 0.11805555555555557 0.11805555555555557 7.5357142857142865 0.64583333333333337 8.3166666666666682 1250.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 12 19 7 -7 10 -10 11 -8 13 14 -4 -16 -5 18 -18 20 -3 22 23 -22 -25 27 -27 28 -21 -30
right_child=1 2 4 16 -6 6 8 -9 9 -11 -12 -13 -14 -15 15 -17 17 -19 -20 25 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.012447030153194351 -0.0023124820091151225 -0.037298997217537148 -0.019017989890171484 -0.027337657401872856 -0.039228847178926197 -0.044213570202853686 -0.020124508442173165 0.092889374744916861 0.14053453754614667 -0.051282114048052045 -0.043836547316707566 0.12258852481711802 -0.029677269441580684 0.04502562405043635 0.1077997212467352 -0.016791130912998879 0.0073788341123231342 0.0033025477620703633 0.059634378862769372 0.001882042916102952 0.00079491083392293485 -0.045936238623835675 0.07504865415822172 -0.051138865270461686 0.026292854228974479 0.0016913911512186305 -0.04462135842598397 0.066269146277515831 0.13799748897612252 -0.02317358578833946
leaf_weight=120.56799860983308 70.833752636378009 3.2942521098311799 24.028376278688462 1.7709329310267765 12.563486387852903 4.6820726651367277 2.135978184993292 0.29875815985724319 0.37165722250938404 0.33813305153671536 1.4049137494621389 0.4843697279866318 16.146967204576981 0.63730648053751693 0.28515443531796236 0.3423207039013505 1.3999072553356193 84.574820670960278 1.1339713449124245 16.14230169451049 11.419931318900547 1.647718056868144 0.718334801495076 1.5121188344869541 0.34716452057182312 6.5533166595769199 2.1656798979092855 0.61691735312342544 0.50884713570121565 0.6141530356126168
leaf_count=3944 5253 232 2279 104 1126 318 156 13 16 40 100 27 1598 47 25 27 43 3955 25 957 671 185 23 113 24 382 115 9 17 35
internal_value=-0.00020847 -0.0104988 -0.015806 0.00863971 -0.0254674 -0.00636373 -0.0195106 -0.0359899 -0.00217599 0.0491561 -0.0112276 0.00625591 -0.0212954 -0.0159444 -0.0175204 0.0398289 0.00347495 0.00410138 0.0307644 -0.00355891 -0.0107592 -0.00517103 -0.000372366 -0.00445224 -0.0366809 0.00156757 -0.00981206 0.00711604 0.0050024 0.0498553
internal_weight=389.542 180.094 109.26 209.448 54.0036 55.2566 9.71588 4.98083 4.73505 0.70979 4.02526 2.62035 41.4401 25.2932 24.6559 0.627475 88.8796 87.1087 2.53388 45.5407 18.9395 15.6453 13.9975 13.2792 1.85928 26.6012 8.719 17.8822 17.2653 1.123
internal_count=21859 13788 8535 8071 5102 3433 670 331 339 56 283 183 3976 2378 2331 52 4127 4023 68 2763 1248 1016 831 808 137 1515 497 1018 1009 52
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=3 3 4 2 0 0 3 3 4 4 8 1 8 2 1 8 0 8 3 8 3 8 3 0 8 3 3 8 0 8
split_gain=12.8692 3.12477 3.53978 1.73184 0.982298 0.847938 0.845494 1.35367 1.77093 1.24088 0.762457 0.728209 0.819892 0.759843 1.293 1.09216 1.45908 1.0397 1.6423 0.710629 0.711728 0.788584 0.700995 1.86299 0.695323 0.661828 1.56556 0.661237 0.660679 0.64843
threshold=6.3166666666666673 58.500000000000007 4.5000000000000009 0.2678571428571429 8.5000000000000018 4.5000000000000009 9.7071428571428573 9.2250000000000014 8.5000000000000018 6.5000000000000009 3185.0000000000005 1.0000000180025095e-35 3185.0000000000005 0.73214285714285732 0.38750000000000007 2625.0000000000005 4.5000000000000009 1350.0000000000002 2.8166666666666669 1175.0000000000002 7.7071428571428582 1075.0000000000002 8.1547619047619069 3.5000000000000004 2900.0000000000005 6.2111111111111121 6.1055555555555561 1850.0000000000002 3.5000000000000004 1175.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 10 6 7 19 9 -9 -1 -5 13 14 15 25 -17 18 -15 20 -4 -22 -2 29 -7 26 -13 -16 -14 -24
right_child=1 -3 5 11 -6 24 -8 8 -10 -11 -12 12 28 17 27 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029136549969199424 -0.00067283478693660331 -0.0022013877692789743 -0.031626855686098625 0.013721483089858617 -0.036320832425003911 -0.051666391504477251 -0.027639730830956125 0.029954044737571961 0.083244028596479724 -0.038935705457335996 0.055964204571831377 0.0058820305200927162 0.0081369489839672009 0.017944579084417815 -0.0081833394545197408 0.088207542509208425 -0.019281393248139309 0.0094457020068165285 0.077829653805343152 -0.021578855628059911 0.0083303588712839837 0.11320532219630089 0.074255057569194802 -0.030786560305518063 0.024972541287658398 -0.054359664226675333 0.083201694544757843 -0.051836432172496019 -0.050066251742731473 0.0060594799394667852
leaf_weight=45.629051101192999 30.736356560010947 70.691716756619741 0.46405322337523702 82.732958110064345 1.8287338077448101 3.7091418413187673 30.194140249105885 1.2911550672652081 0.7281312954082465 1.3239448246140453 0.62339320592582126 42.001303513478803 0.86524233035743137 4.6814248343613825 8.0579180780885729 0.91996644064783939 0.48066506965551525 22.36769941790169 1.5154919807828262 23.398788810155324 0.48970057728001848 0.28273124678526074 0.39043021760880803 6.9419125647254987 0.32161881349020394 0.44276050369080522 0.66504892064221977 0.9721543583582396 1.1170140684698706 3.2511638045275504
leaf_count=2099 1793 5253 46 2604 194 376 2886 88 46 134 17 1922 30 148 325 18 38 732 52 2112 62 28 21 481 18 30 38 42 46 180
internal_value=-0.000205763 -0.0103049 -0.0158384 0.00798133 -0.000379331 -0.0233739 -0.0218372 -0.0155752 0.0142794 -0.00492272 0.00104173 0.0103911 0.00711426 0.00788142 0.00436804 0.00786789 0.0513198 0.0144667 0.0325898 -0.0196267 0.0173148 0.0467175 -0.00449436 -0.0155927 -0.0455513 0.00645613 0.00708723 -0.0128829 -0.0246609 0.013371
internal_weight=389.116 174.215 103.523 214.901 48.0812 62.2034 58.1726 27.9785 3.34323 2.6151 46.2524 166.82 84.0867 82.1044 53.5398 44.5097 1.40063 28.5646 6.19692 24.6353 1.23649 0.772432 41.3199 10.5835 4.03076 43.1091 42.6664 9.03007 1.98226 3.64159
internal_count=21859 13524 8271 8335 2310 5796 5402 2516 268 222 2116 6025 3421 3345 2413 2046 56 932 200 2248 136 90 2475 682 394 1990 1960 367 76 201
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=3 0 4 3 0 3 8 1 3 0 3 3 4 3 8 0 3 3 8 8 8 1 3 8 8 8 2 2 3 2
split_gain=11.6662 2.70739 3.56318 1.372 1.23471 0.719207 1.08062 1.86226 0.789863 2.08445 0.892187 2.66304 0.705932 0.89874 0.779518 0.785475 0.627362 0.626685 0.604219 0.649722 0.57868 0.575898 0.887949 0.753813 1.95923 0.843187 0.715193 1.52478 0.922761 0.665706
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 4.1055555555555561 2.5000000000000004 8.5357142857142865 1500.0000000000002 0.31666666666666671 10.267857142857144 3.5000000000000004 9.3541666666666696 9.1833333333333353 10.500000000000002 12.366666666666669 2985.0000000000005 1.5000000000000002 4.2111111111111121 4.2678571428571432 1750.0000000000002 3270.0000000000005 1075.0000000000002 0.21111111111111114 4.4722222222222232 2885.0000000000005 3185.0000000000005 2855.0000000000005 0.73214285714285732 0.61250000000000016 4.9500000000000011 0.38750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 5 -1 12 -3 7 -7 10 -10 11 -8 13 14 -4 -16 -5 -18 20 -20 -2 23 -23 25 -25 26 27 -19 -29 -24
right_child=1 2 4 16 -6 6 8 -9 9 -11 -12 -13 -14 -15 15 -17 17 21 19 -21 -22 22 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.011147516856181814 0.034544286829620283 -0.0032112487825438096 -0.017749205214455121 -0.026740508257175777 -0.038345488825236904 -0.043646400225085404 -0.01872430441406512 0.080047787586437436 0.12039427252420437 -0.051077583644001716 -0.043259428686278273 0.10691841092101613 -0.028358934252809734 0.043450998817354265 0.095692022639668209 -0.01535458512836997 0.027743094999036922 0.0039812985350769449 0.0032616796367179292 0.082773515554780352 -0.0063641341010198839 -0.050060468370294535 0.0143717908773285 -0.054435752728743292 0.0309371362284457 0.066308574622507249 -0.05594734787510422 0.016699132600146143 0.080987702925249982 -0.01338553317684734
leaf_weight=122.45149938896269 0.88169068207184764 45.199943373134886 23.182825565598087 1.7384461584382496 11.815804091878105 4.4324124468257633 2.0574170305226298 0.3267156509682535 0.41267473623156536 0.31065023037808714 1.3378630983643232 0.53047730535035942 15.308556304261286 0.64754945720778678 0.30804472137242456 0.32966221403330564 2.6062831472477219 68.654630605221158 25.138610325261542 0.25957637932151456 44.276849108791993 1.1282302058002631 3.4363157942020717 1.7146159206749865 1.10518987767864 0.56336567190010001 0.47971288405824353 1.2337820991815527 1.0192931517958639 5.8160116897133776
leaf_count=3944 73 2763 2279 104 1126 318 156 13 16 40 100 27 1598 47 25 27 68 3206 1929 25 3226 65 147 74 40 29 15 42 30 307
internal_value=-0.000202059 -0.00968733 -0.0147312 0.00770836 -0.0241536 -0.00582915 -0.0184063 -0.0351548 -0.00126147 0.0467513 -0.0101079 0.00703046 -0.0199378 -0.0146691 -0.0162491 0.0382865 0.00300277 0.00359197 -0.00209542 0.00407431 -0.00556542 0.00285276 -0.008183 0.00438488 -0.0209748 0.00537875 0.00489791 0.00530955 0.0457833 -0.00307646
internal_weight=388.705 176.757 106.201 211.947 51.5924 54.6082 9.40821 4.75913 4.64908 0.723325 3.92576 2.58789 39.7766 24.4681 23.8205 0.637707 89.4959 87.7574 70.5567 25.3982 45.1585 85.1511 10.3806 74.7706 2.81981 71.9508 71.3874 70.9077 2.25308 9.25233
internal_count=21859 13788 8535 8071 5102 3433 670 331 339 56 283 183 3976 2378 2331 52 4127 4023 5253 1954 3299 3955 519 3436 114 3322 3293 3278 72 454
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=2 3 0 3 8 0 3 4 3 3 8 3 1 1 3 3 2 2 3 3 3 3 1 3 8 8 3 3 3 3
split_gain=10.5694 1.6849 2.742 3.30749 1.17375 1.54806 0.905636 2.21109 1.20255 0.941286 1.00957 0.891169 0.872443 0.855734 0.897012 2.17503 0.731679 1.45332 0.87932 0.903287 0.786078 1.36385 1.30075 1.04098 0.891548 2.31817 1.21659 1.82744 0.834145 1.23173
threshold=0.2678571428571429 5.0500000000000007 1.0000000180025095e-35 9.5277777777777803 2250.0000000000005 3.5000000000000004 9.1833333333333353 8.5000000000000018 9.2250000000000014 8.1547619047619069 2985.0000000000005 4.3166666666666673 1.0000000180025095e-35 0.18333333333333338 4.6125000000000007 4.7638888888888902 0.73214285714285732 0.64583333333333337 4.9500000000000011 5.6125000000000007 5.354166666666667 5.5277777777777786 0.15476190476190479 5.2111111111111121 2940.0000000000005 2625.0000000000005 8.5357142857142865 8.3166666666666682 6.5857142857142863 7.154761904761906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 12 -6 9 8 -8 -4 -11 -2 -1 16 -15 -16 17 20 -19 -20 23 -22 24 -13 25 26 27 28 -23 -30
right_child=11 2 3 -5 5 -7 7 -9 -10 10 -12 13 -14 14 15 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0041797879658494862 0.011086327069377726 -0.0019957596821278899 -0.0074744847666573348 -0.028016110215626767 0.0022223155220523786 0.10818789652640531 0.092291734497656361 0.098036557702403104 -0.01134845125091976 -0.023851400593683895 0.061499041820601043 0.0029236394606732274 -0.036262463464035034 -0.032671839386969173 0.056989824514005971 -0.0066912147891367074 -0.055631438900281452 0.010351817674393986 0.10101119063749696 0.029696894488251774 0.035776862656005604 0.010294217164725061 0.064473725188235784 -0.030212469775423769 -0.053694081147775907 0.11578208041123364 -0.052788057026656655 0.10081706002787677 -0.041019479503533428 0.0089461676623874432
leaf_weight=21.274628515007954 118.17645757727317 70.429885994958937 58.633380482869413 32.50777628933389 0.78353463206440099 0.61535191768780351 0.30719635920831878 0.65533417772687119 3.1486922276308178 14.037013850464074 0.35523701895726922 17.240166215870094 1.4227213535413046 2.5684527704870588 1.4761673131747581 14.629343834312747 0.45582502335309882 1.334216781673603 0.85676787514239527 0.92172460583969951 4.7534270294299885 10.564852826718392 0.90067080662447452 2.7479554504498074 0.6699205061304373 0.46044870500918378 0.95349051611992663 0.48603671272030702 2.3307502456561915 2.6198059407406618
leaf_count=953 3759 5253 3852 3246 39 17 18 37 264 1225 22 735 77 152 52 807 13 43 21 20 170 487 38 103 34 22 64 22 147 167
internal_value=-0.000198434 -0.00803249 -0.00969403 -0.014639 0.00438438 0.0488352 -0.00900146 0.0138318 -0.0021358 -0.0102869 -0.0217447 0.00848751 0.00164478 0.00383207 -0.00523069 -0.000854463 0.00741033 0.00802382 0.0410341 0.0640517 0.00567401 0.0118254 0.00582885 -0.00163189 0.00290826 0.00508559 0.00207938 0.00534881 0.00235817 -0.0145779
internal_weight=388.317 204.171 180.075 109.645 24.0962 1.39889 77.1369 4.11122 3.45589 73.0256 14.3923 184.146 22.6973 65.97 18.674 16.1055 47.2961 46.8402 3.11271 1.77849 43.7275 23.7394 18.986 19.9881 18.0853 17.4154 16.9549 16.0014 15.5154 4.95056
internal_count=21859 15003 13917 8664 1086 56 5418 319 282 5099 1247 6856 1030 3097 1011 859 2086 2073 84 41 1989 1151 981 838 943 909 887 823 801 314
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=3 0 4 2 0 0 3 3 4 4 8 8 3 8 8 3 1 2 3 1 3 2 0 3 2 2 1 8 1 3
split_gain=9.58859 2.50115 3.04574 1.31148 0.899509 0.862874 0.737384 1.23542 1.20431 1.17774 0.6895 0.671312 0.652493 0.632003 0.628572 0.612902 0.92071 1.04316 0.799803 0.665655 0.89616 2.21466 0.631799 0.664421 1.19799 1.08578 2.70404 0.818374 0.612203 0.611961
threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 0.2678571428571429 8.5000000000000018 4.5000000000000009 9.7071428571428573 9.2250000000000014 8.5000000000000018 6.5000000000000009 2900.0000000000005 1175.0000000000002 7.7071428571428582 3270.0000000000005 1075.0000000000002 2.3541666666666674 0.41428571428571431 0.84523809523809534 2.4722222222222228 0.21111111111111114 6.1055555555555561 0.35416666666666669 8.5000000000000018 2.8166666666666669 0.64583333333333337 0.73214285714285732 0.38750000000000007 1350.0000000000002 0.41428571428571431 10.35416666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 29 4 -1 6 7 11 9 -9 -7 12 -4 -2 -14 16 17 -5 -17 20 -20 -22 23 24 -21 28 27 -27 -25 -3
right_child=1 2 5 15 -6 10 -8 8 -10 -11 -12 -13 14 -15 -16 18 -18 -19 19 22 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00078385043392498156 -0.0021982049847110293 -0.0029469895006143322 -0.030538304066637489 0.053316025067352606 -0.035573324001753275 -0.051524439377470546 -0.025623327730414397 0.030811670379710773 0.066898215991599605 -0.037790789245660907 0.025205068098772723 -0.020036414944028445 0.0097437462674879009 0.073296267616360891 0.10171684248673059 -0.053223469903617093 0.0047114124554525454 0.01718560685521053 0.008959907306439847 0.017571861755917472 0.11957543711686361 -0.0058508595355913663 -0.022430632556599842 0.0069370724298934471 -0.033111672336618984 0.035007942623123949 0.075152855069792246 -0.026447018551085388 -0.011944734179560247 -0.052760559828345634
leaf_weight=46.425458460313507 70.02955188496351 40.052564185499364 0.44257930153981451 2.208795263570166 1.7659507032550994 3.3824797250185266 28.009981184480068 1.2778414931126461 0.82446029214739258 1.2257153854416172 0.32053037817968277 22.331808133292114 0.47881099456571974 0.27832459099590678 0.30353429287788458 0.54568000405197281 14.938924021650157 20.909785270450808 95.828368822214557 1.9004538230328787 0.62385817257381748 0.80746058581371472 2.5639756928967463 16.773460952555773 3.0164092521263228 0.82551431246974916 1.8466261655557898 1.5758113275223875 5.769476622280961 0.62618994955846474
leaf_count=2116 5228 2428 46 46 194 376 2886 88 46 134 18 2112 62 25 28 19 523 505 3538 65 33 55 238 555 104 21 33 48 242 47
internal_value=-0.000195354 -0.00911488 -0.0142249 0.00673287 -0.000548441 -0.0215218 -0.0199459 -0.0140309 0.0144851 -0.00277538 -0.0448828 -0.0180596 0.0179802 -0.00189935 0.0454275 0.00879533 0.014386 0.0206376 0.00718441 0.00743502 0.00954647 0.0488178 0.00144293 0.00337341 -0.0135216 0.00647411 0.0296621 -0.00532038 0.0021046 -0.0037138
internal_weight=387.91 169.584 99.2765 218.326 48.1914 58.5977 54.8947 26.8847 3.32802 2.50356 3.70301 23.5567 1.22492 70.3079 0.782345 170.135 38.0575 23.1186 132.077 131.531 97.2597 1.43132 34.2717 31.7078 4.91686 26.7909 4.24795 2.40133 22.5429 40.6788
internal_count=21859 13524 8271 8335 2310 5796 5402 2516 268 222 394 2248 136 5253 90 6025 1074 551 4951 4932 3626 88 1306 1068 169 899 102 69 797 2475
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=3 3 4 0 3 8 8 8 8 3 3 4 0 3 8 1 2 0 3 3 3 2 0 3 3 0 8 3 8 3
split_gain=8.71999 2.16571 3.04237 1.24133 1.01599 0.650442 0.618081 1.82255 1.20985 0.859156 1.05619 1.01823 2.40536 0.715992 0.909162 1.68948 0.981461 1.16201 0.677389 1.82234 2.25663 0.600061 1.07859 0.968767 0.869435 2.58862 1.07668 0.679649 1.44236 0.590864
threshold=6.0500000000000007 58.500000000000007 5.5000000000000009 2.5000000000000004 4.1055555555555561 2900.0000000000005 2450.0000000000005 2760.0000000000005 2050.0000000000005 7.9500000000000011 8.2111111111111121 2.5000000000000004 4.5000000000000009 8.5357142857142865 1500.0000000000002 0.31666666666666671 0.21111111111111114 5.5000000000000009 8.9500000000000011 9.3541666666666696 10.464285714285717 0.18333333333333338 5.5000000000000009 6.5857142857142863 6.9500000000000011 4.5000000000000009 1750.0000000000002 8.3166666666666682 1250.0000000000002 4.2111111111111121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 -4 8 -8 13 11 -11 12 -9 21 15 -15 17 18 -16 -20 -21 22 23 -2 25 26 -25 -23 -29 -6
right_child=1 -3 3 -5 29 -7 7 9 -10 10 -12 -13 -14 14 16 -17 -18 -19 19 20 -22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0094416923176667503 -0.031658906865832018 -0.0018079245831130995 -0.019144415003214201 -0.037138504013323269 -0.02649795204364825 0.019248337668405432 0.094075393002211238 0.11444177584512616 -0.052607802787188102 0.085441808138244812 0.0020385169344956234 -0.04286869620653648 -0.04854813733786794 -0.042857681319376117 -0.022298600833429074 0.072029773333986954 -0.052443807666156139 -0.040769512759106785 0.11959871969601749 -0.036492225471785857 0.13730755323238894 0.00043202204880861167 -0.031153534166748438 -0.052422199166758582 -0.0018261946822917747 0.12200419431042529 0.057804577145024197 0.088911329463267588 -0.011719314079287087 0.0030429369776719738
leaf_weight=124.96708136119906 2.287702155499562 70.192180540430769 36.445269236376362 10.912284924417419 1.7257371650198354 1.1376243671402324 0.59313937526167038 0.40515221841633353 1.3951812223604054 0.5388351606670766 1.2844214770011602 1.575152138713747 0.51293861388694495 4.1262587956434791 0.42479944631122712 0.34690023865550745 0.69889895636151766 0.71188943199376797 0.57566448562283745 0.73555353529809508 0.25033062836155295 21.306163737127694 4.3712656685362381 0.60095094377879721 8.5900957962504361 0.58295678906142712 0.35089804232120514 0.678051053197122 0.74990731523394061 88.421138391525062
leaf_count=3944 162 5253 3877 1126 104 99 25 12 102 18 47 67 52 318 32 13 50 94 34 57 16 1241 398 44 554 11 20 22 44 4023
internal_value=-0.000191163 -0.00857004 -0.0132149 -0.0222928 0.0065232 -0.0179823 -0.00501578 0.0118943 -0.00671763 0.000601592 0.0266871 -0.0184742 0.0233791 -0.00536656 -0.0191383 -0.033948 0.000362157 0.01404 0.0336832 0.0489124 0.00763812 -0.0026238 -0.00979453 -0.00227268 0.00436709 0.03903 -0.0117872 0.00267012 0.0360641 0.00247742
internal_weight=387.494 172.38 102.188 48.4952 215.114 37.5829 53.6931 4.90964 48.7835 4.3165 1.82326 2.49324 0.918091 47.3883 7.8703 4.47316 3.39714 2.69824 1.98635 1.56155 0.985884 39.518 16.7839 12.4126 10.1249 1.53481 0.951849 22.7341 1.42796 90.1469
internal_count=21859 13788 8535 5102 8071 3976 3433 221 3212 196 65 131 64 3110 614 331 283 233 139 107 73 2496 1189 791 629 75 64 1307 66 4127
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=2 3 0 3 8 0 0 3 4 3 3 8 3 1 3 3 2 2 3 3 3 1 3 8 8 3 3 3 3 1
split_gain=7.92672 1.31982 2.2172 2.84855 1.00955 1.24237 0.821996 0.821064 1.57826 0.959075 0.827829 0.881978 0.676366 0.740079 0.832492 1.85064 0.679768 1.2393 0.726677 0.722796 1.14533 1.06785 0.953469 0.81757 1.79769 1.07306 1.40448 0.704228 1.16256 0.738709
threshold=0.2678571428571429 5.0500000000000007 1.0000000180025095e-35 9.5277777777777803 2250.0000000000005 3.5000000000000004 5.5000000000000009 9.1833333333333353 8.5000000000000018 9.2250000000000014 8.1547619047619069 2985.0000000000005 4.3166666666666673 0.18333333333333338 4.6125000000000007 4.7638888888888902 0.73214285714285732 0.64583333333333337 4.9500000000000011 5.354166666666667 5.5277777777777786 0.15476190476190479 5.2111111111111121 2940.0000000000005 2625.0000000000005 8.5357142857142865 8.3166666666666682 6.5857142857142863 7.154761904761906 0.13392857142857145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 6 -6 -1 10 9 -9 -4 -12 -2 16 -15 -16 17 19 -19 22 -21 23 -14 24 25 26 27 29 -29 -22
right_child=12 2 3 -5 5 -7 -8 8 -10 -11 11 -13 13 14 15 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0028970905148174428 0.0094459467622518174 -0.0017203006006706713 -0.0066076785725522518 -0.026145966450009325 0.001720610824147332 0.094406248036458973 -0.053161740309622889 0.07935888344336306 0.079688905667237422 -0.0097059993681371283 -0.022380546585567509 0.055490105129070079 0.0021470465585701768 -0.032066834755609112 0.050694253644669646 -0.0066388231223163483 -0.055391781210847917 0.0090647925741829793 0.057099760611186871 0.03221369724415836 0.0061858781354608428 0.056539860656912903 -0.02974115702295075 -0.053311500898088476 0.096406523297763419 -0.052507141966458518 0.083726224852742295 -0.040372398598592096 0.0086163187174507234 0.070167736941289097
leaf_weight=22.163322977764871 120.48442512886558 70.081960191161627 57.553534710307531 30.270887192939483 0.78925973922014125 0.66716566821560264 0.67379565016511733 0.33576504077063818 0.74323466373249392 3.0289832070329794 13.375350707541298 0.37378366425400678 17.447271885030322 2.5098608663988697 1.5575323258403866 14.612560756919263 0.44015581347048183 1.3576900885091157 1.8742649480700491 4.9205119587904873 10.282067399553863 0.96083704412921989 2.7079909576677883 0.63431663464871135 0.51608126796781917 0.86698055577289679 0.54188532702755843 2.2424701255472437 2.6330387726220579 0.4718295183520248
leaf_count=973 3759 5253 3852 3246 39 17 57 18 37 264 1225 22 735 152 52 807 13 43 41 170 457 38 103 34 22 64 22 147 167 30
internal_value=-0.000188097 -0.00710657 -0.00861641 -0.0131895 0.00381713 0.0441784 0.00124311 -0.00798863 0.0137474 -0.000818299 -0.00924091 -0.0202636 0.00721101 0.00316645 -0.00527494 -0.0011164 0.00645859 0.00703224 0.0369211 0.00484798 0.0106972 0.0051685 -0.00213734 0.00245475 0.00446983 0.00168511 0.00459048 0.00184678 -0.0139158 0.0089931
internal_weight=387.119 200.057 175.763 105.682 24.2935 1.45643 22.8371 75.4107 4.10798 3.36475 71.3027 13.7491 187.062 66.5773 18.68 16.1701 47.8974 47.4572 3.23196 44.2253 24.07 19.1495 20.1553 18.1887 17.5544 17.0383 16.1713 15.6294 4.87551 10.7539
internal_count=21859 15003 13917 8664 1086 56 1030 5418 319 282 5099 1247 6856 3097 1011 859 2086 2073 84 1989 1151 981 838 943 909 887 823 801 314 487
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=3 3 4 0 2 8 8 4 3 8 2 3 3 0 0 4 3 8 0 2 3 0 3 3 4 8 8 8 8 3
split_gain=7.18233 1.86147 2.72351 1.2252 0.858844 0.80725 0.856416 0.745125 0.697823 0.696433 0.798845 0.709636 1.15615 0.681829 0.687568 0.61975 0.916824 0.631181 0.638845 0.585902 0.821391 1.18743 0.585227 1.40894 1.09592 0.545456 0.538007 1.48236 1.1658 0.765078
threshold=6.0500000000000007 58.500000000000007 5.5000000000000009 2.5000000000000004 0.31666666666666671 1075.0000000000002 1175.0000000000002 1.5000000000000002 5.9500000000000011 2050.0000000000005 0.29285714285714287 5.9500000000000011 4.6833333333333345 3.5000000000000004 8.5000000000000018 10.500000000000002 12.366666666666669 2985.0000000000005 1.5000000000000002 0.15476190476190479 5.4722222222222232 4.5000000000000009 4.8166666666666673 4.7071428571428582 2.5000000000000004 1750.0000000000002 2450.0000000000005 2760.0000000000005 2050.0000000000005 7.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 26 15 5 8 -7 9 -1 10 -8 12 -12 -9 19 16 17 -4 -19 20 -15 -22 23 24 -21 -3 28 -28 -2 -29
right_child=1 25 3 -5 -6 6 7 13 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 22 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.013155347708975605 -0.0048339938444077043 -0.0049624963777586918 -0.014874054625935114 -0.036271804408682148 0.0075660175597574604 -0.046947737365009769 -0.036283710313605826 -0.0017663948254643931 0.093350775580165385 0.038186529072076543 0.08261234775675895 0.073066095389653904 -0.03930093887005022 -0.0054504975694137162 -0.015820349243121628 -0.025207250844714452 0.048449681299350282 0.083073428607119026 -0.015077101964391404 -0.031768470051194139 0.026363655787081372 0.11328090276053854 0.0004678534116490406 0.072059219754414247 0.048771444674083883 0.0042226928263194262 0.082079492386033348 -0.017770168605196347 -0.052428733386510232 0.024773800695396073
leaf_weight=0.79581744357710593 46.817808847626011 44.640424033789984 21.451487241447644 10.339253647615704 166.87897566013066 0.98911724636644649 3.4501789281337656 30.232094317882797 0.41153450848651119 0.50864158178592322 0.25319618226785656 0.32575370609993104 0.83845868755906849 0.737951919255463 1.8591510939932057 13.598004640128293 0.61608761720708471 0.33603674173355003 0.32722761295735836 1.0516874309105317 1.0900828331923547 0.6144417731266002 5.1103915079158924 1.1342289777239782 0.70585253927856673 25.336792908179333 0.6415062838641451 2.4460901583370287 1.3229638573830005 1.8605094013109917
leaf_count=42 3110 3299 2279 1126 5660 53 216 1414 22 23 24 11 80 38 146 1598 47 25 27 36 41 22 191 28 24 1954 25 131 102 65
internal_value=-0.00018427 -0.00788862 -0.0122741 -0.0210857 0.0058423 0.000101741 -0.000895442 5.52803e-05 0.0404905 -0.0174835 -0.0233008 0.0083014 -0.0110246 0.00227206 0.0121951 -0.0167637 -0.0117127 -0.0133887 0.03465 0.0171819 0.0386169 0.0576953 0.0106393 0.0286145 0.000577482 -0.0016368 -0.00452824 0.0111717 -0.00614195 0.000609403
internal_weight=386.722 169.734 99.757 46.6681 216.988 50.1086 48.9012 47.9121 1.20735 5.37623 4.86759 1.41741 1.09165 42.5359 12.3038 36.3288 22.7308 22.1148 0.663264 10.4446 2.44248 1.70452 8.00216 2.89177 1.75754 69.9772 53.0889 4.94811 48.1408 4.3066
internal_count=21859 13788 8535 5102 8071 2411 2347 2294 64 354 331 115 104 1940 526 3976 2378 2331 52 380 101 63 279 88 60 5253 3433 221 3212 196
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=2 3 0 3 0 8 0 3 4 8 4 8 3 8 0 8 0 8 3 1 2 8 3 8 8 3 8 8 0 1
split_gain=6.52962 1.14379 1.91996 2.56446 0.926432 0.922742 1.23391 0.779643 1.33476 0.894446 1.61683 1.72033 0.751946 0.749516 0.657974 0.936966 0.911859 0.881963 0.602601 0.802671 0.878192 0.73224 0.726421 0.617336 0.707186 1.10456 0.89432 1.31123 0.887413 0.648171
threshold=0.2678571428571429 5.0500000000000007 1.0000000180025095e-35 9.5277777777777803 5.5000000000000009 2250.0000000000005 3.5000000000000004 9.1833333333333353 8.5000000000000018 1500.0000000000002 6.5000000000000009 1750.0000000000002 8.1547619047619069 2985.0000000000005 2.5000000000000004 1175.0000000000002 3.5000000000000004 1750.0000000000002 2.3541666666666674 0.41428571428571431 0.84523809523809534 3585.0000000000005 2.4722222222222228 3315.0000000000005 3105.0000000000005 3.3541666666666674 2870.0000000000005 2885.0000000000005 3.5000000000000004 0.21111111111111114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 5 -1 -7 12 9 -9 11 -11 -4 -14 17 16 -16 -5 19 20 -2 22 -20 24 26 -26 29 -28 -29 -24
right_child=18 2 3 14 -6 6 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 21 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0027631227184443372 0.047023369975984608 -0.0015576479200974612 -0.0061073945056170226 -0.012667350134667344 -0.053220133994718234 0.0017229595935536691 0.094329072244386455 -0.029058308676540995 0.072477339233257568 0.15461127985982157 -0.051430478168575017 0.020665463493438407 -0.021366085580966768 0.048236046625693724 -0.051352000803643362 -0.041120111538208909 0.099057940173804038 -0.034119670851607602 -0.052918315292756035 0.0030632335903989145 0.014593906349300701 -0.054899982815721761 0.007065361922884027 0.050040891185138769 0.026369692865535962 -0.039560931256136384 0.083362236813361967 0.032381262275771171 -0.030714566110432606 -0.00069732224913090742
leaf_weight=22.204513487919449 2.3126247401232787 69.877917742138692 56.966369491699361 13.539497743245709 0.69653315213044109 0.78923212271183618 0.66092666611075401 1.4752481002324196 0.78432723420669948 0.3149442541762254 0.52025959595039228 1.003535874369845 12.958104088896082 0.39869134526816274 0.17327071298495766 7.5797225554670149 0.24081003035826143 7.4151448508326885 0.53515783211696444 15.288709074129093 21.45602621757314 0.50801349710672994 105.37196401196206 0.77182025293586676 0.92338091880083029 2.0359561212535482 0.88303936598822419 1.802427461370826 0.80667294422164548 36.104932885339679
leaf_count=973 46 5253 3852 1564 61 39 13 128 37 23 67 64 1225 22 24 792 25 841 19 523 505 17 4115 30 18 93 15 43 21 1411
internal_value=-0.000179986 -0.00653337 -0.00795955 -0.0122872 0.00361332 0.00528683 0.0439293 -0.0073755 0.0138235 -5.82218e-05 0.023209 0.052661 -0.00861094 -0.0192885 -0.0249144 -0.0371191 0.0361194 -0.0202586 0.00646947 0.0120005 0.0177492 0.00502682 0.00523082 0.00544009 0.00520738 -0.0189891 0.00570132 0.0306976 0.0128735 0.00508432
internal_weight=386.4 197.599 173.248 103.37 24.3512 23.6547 1.45016 74.4215 4.09832 3.31399 1.83874 1.31848 70.3232 13.3568 28.9484 7.9938 0.414081 20.9546 188.801 39.0574 23.7687 149.743 149.235 148.7 147.928 2.95934 144.969 3.49214 2.6091 141.477
internal_count=21859 15003 13917 8664 1086 1025 52 5418 319 282 154 87 5099 1247 3246 841 49 2405 6856 1074 551 5782 5765 5746 5716 111 5605 79 64 5526
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=3 0 4 0 3 1 2 3 4 3 8 8 0 3 8 1 3 0 3 3 8 8 8 1 8 3 0 2 8 8
split_gain=5.94619 1.60124 2.42632 1.17304 0.7048 0.710631 0.757163 0.653262 0.570887 0.831425 0.554147 0.531865 0.525089 0.510842 0.952381 1.53671 0.729972 1.61426 0.787117 1.68997 0.507774 0.471761 0.446826 0.672827 1.62924 0.476926 2.67982 0.442783 0.706733 0.80515
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 2.3541666666666674 0.41428571428571431 0.84523809523809534 2.4722222222222228 10.500000000000002 12.366666666666669 2985.0000000000005 3270.0000000000005 1.5000000000000002 8.5357142857142865 1500.0000000000002 0.31666666666666671 10.267857142857144 3.5000000000000004 9.3541666666666696 9.1833333333333353 1500.0000000000002 2050.0000000000005 1850.0000000000002 0.61250000000000016 2885.0000000000005 1.5500000000000003 2.5000000000000004 0.31666666666666671 1075.0000000000002 1175.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 13 8 5 6 -1 -6 9 10 -4 -2 -12 -3 15 -15 18 -18 19 -16 -8 -22 25 -24 -25 26 -7 28 -9 -30
right_child=1 2 3 -5 7 22 20 27 -10 -11 12 -13 -14 14 16 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.043491309207321409 -0.0017667549713814902 -0.0019342834916760228 -0.013913884723886752 -0.035277601564713816 -0.052323317577559231 -0.0016813359541419143 0.0043967131862697739 0.037280622434608772 -0.023990386477690522 0.045658478334111581 0.073173866663370918 0.06539125547346919 -0.014553227937681518 -0.041884814668802187 -0.016010133343225968 0.065507673867639268 0.10495415514869344 -0.050721099371320147 -0.041774525950131494 0.077747237361390345 0.024013826508235789 -0.0027905721811936034 0.059644607968657719 0.064716361858028384 -0.056959936345958001 -0.01882127805386638 0.10680737254427655 0.0056399944108651984 -0.046448575880973585 5.3619351778090675e-05
leaf_weight=2.3737647718735628 69.487235694777297 44.039393637214495 20.924859864732667 9.7445722940418857 0.514700437837745 10.02386312624515 8.6926548221581488 1.2461872171552375 13.029874033935071 0.6332767942949421 0.36170580424368282 0.2960685770958652 0.32279128301888704 3.7933067661047044 1.9087152612191864 0.36517437268048514 0.44865688774734724 0.26481031987714232 1.1808977978726032 0.64238277048571024 11.017315192893419 1.9289402309805144 0.82271238416433234 0.51664392020757055 0.58848007023334503 2.7681642180077679 0.60348441726091628 128.65455788558563 0.94928170513719479 47.884195311425145
leaf_count=46 5228 2763 2279 1126 19 352 220 64 1598 47 25 25 27 318 156 13 16 40 100 27 242 43 19 24 19 89 20 4567 53 2294
internal_value=-0.000175934 -0.00726608 -0.0113992 -0.0199217 0.00525537 0.0113161 0.0166846 0.00392534 -0.0156795 -0.0108109 -0.0124657 -0.00148182 0.031804 -0.00411134 -0.0152546 -0.0324542 0.000834601 0.0471738 -0.00802432 0.00759857 0.013744 0.0200201 0.00290332 0.0254098 -7.64371e-05 -0.000335731 0.0044793 0.00408732 9.85105e-05 -0.000850344
internal_weight=386.029 167.444 97.6604 45.0171 218.585 39.336 24.0127 179.249 35.2725 22.2426 21.6094 69.7833 0.684497 52.6433 8.60394 4.15848 4.44546 0.713467 3.732 2.5511 21.6389 12.9463 15.3233 1.92784 1.10512 13.3955 10.6273 178.734 50.0797 48.8335
internal_count=21859 13788 8535 5102 8071 1074 551 6997 3976 2378 2331 5253 52 3433 670 331 339 56 283 183 505 285 523 62 43 461 372 6978 2411 2347
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=3 0 3 4 3 4 8 4 2 0 8 8 3 3 4 8 1 3 4 2 4 8 4 3 8 3 3 3 3 4
split_gain=5.38579 1.58728 2.18955 0.876724 1.00836 0.873899 1.16576 0.904394 0.732891 0.761069 0.642386 0.642749 0.607841 0.580013 0.980371 0.577986 0.905748 0.698714 0.629672 1.07353 2.10244 1.15115 0.963513 1.00023 0.669421 0.949672 3.67355 0.622188 1.12109 3.9125
threshold=6.3166666666666673 1.0000000180025095e-35 9.6833333333333353 4.5000000000000009 9.2250000000000014 8.5000000000000018 1750.0000000000002 6.5000000000000009 0.2678571428571429 8.5000000000000018 1175.0000000000002 1250.0000000000002 7.7071428571428582 9.3541666666666696 5.5000000000000009 1750.0000000000002 0.11805555555555557 4.3166666666666673 2.5000000000000004 0.23611111111111113 1.5000000000000002 1950.0000000000002 4.5000000000000009 5.154761904761906 1850.0000000000002 5.4722222222222232 5.9500000000000011 4.4722222222222232 4.8166666666666673 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 10 7 -7 13 9 15 12 -12 -5 -6 -15 16 27 -17 19 20 -19 -21 23 -20 25 -24 -27 -1 29 -29
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 17 -18 18 22 21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.015854151629114823 -0.0014100096572243084 -0.0015545248002502194 -0.023321077598752696 -0.029681312498998483 0.065981814490740906 0.0050207244237761173 0.11864085730486114 -0.036439450173354412 0.0063620417486749976 -0.034006401423633224 -0.037110544879254033 -0.014984485812956956 0.044260335570913453 -0.052330823181005015 0.052747968973446038 0.02415058894276095 -0.044075735331471244 -0.0047609046514854696 0.0072589013235099045 -0.035570810721932244 0.13530421483141439 0.057715833999566882 -0.0097586979839937998 -0.036204923721077788 -0.01993137862939541 0.16848772722499372 0.01360254864621838 0.14382090299210434 -0.0013267235181435664 -0.014960322868188406
leaf_weight=6.1872042089517043 69.693354664112803 38.180555185336289 27.199911550578406 0.42811139719561342 0.51242081712553023 0.52826565086647281 0.39423186971134783 1.1345107359843494 175.33292554039221 1.646736847852593 3.9935798379015095 18.427681308715449 0.79236047790618613 0.4527961477797362 0.43543535216304008 4.6349431542184929 1.3455859572768236 0.55834167654029354 2.242227232503863 0.95851518679637593 0.51507691098413488 0.5048906968791016 1.8521462428752782 3.2312294775392729 1.442516846368221 0.44512273604050312 2.735611092036379 0.60004835180007177 18.176778311682824 1.0976924716887877
leaf_count=265 5253 2346 3176 47 35 30 16 147 6025 194 361 1945 94 33 41 159 80 22 96 47 20 16 93 133 90 17 124 15 894 45
internal_value=-0.000171721 -0.00710817 -0.0114023 -0.00643621 -0.0133141 0.011906 0.0535766 -0.00325713 0.00486125 -0.000600933 -0.0170026 -0.0189255 0.0183234 0.0236201 -0.000818328 0.000581368 -0.00407331 0.00725334 0.00184677 0.0244711 0.062449 -0.00338592 -0.00295653 -0.0183998 0.0100972 0.0187039 0.0352777 -0.00200796 0.00230255 0.0411592
internal_weight=385.681 162.173 92.4799 65.2799 27.0994 3.45766 0.922498 2.53516 223.508 48.1747 23.6417 22.4213 1.22047 1.40065 0.888231 46.5279 27.4073 19.1206 14.4857 2.53682 1.07342 1.46341 11.9489 5.47346 6.4754 5.03288 3.18073 26.0617 19.8745 1.69774
internal_count=21859 13524 8271 5095 2749 302 46 256 8335 2310 2447 2306 141 109 74 2116 1299 817 658 105 42 63 553 229 324 234 141 1219 954 60
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=3 2 0 3 2 0 3 4 8 3 0 4 0 4 0 8 8 8 4 4 3 8 0 4 3 3 4 3 8 1
split_gain=4.88136 4.82691 2.05722 1.45833 0.84051 0.77328 0.578343 0.802454 0.899554 0.724336 0.897382 1.00308 0.788585 0.626554 0.574185 1.12616 0.984201 0.878179 0.595703 0.59178 1.45733 0.57043 1.21341 1.82129 1.53481 1.15657 0.75678 0.975203 0.943097 0.873871
threshold=6.6833333333333345 0.5634920634920636 1.0000000180025095e-35 9.6833333333333353 0.2678571428571429 7.5000000000000009 9.1833333333333353 8.5000000000000018 1750.0000000000002 9.2250000000000014 3.5000000000000004 6.5000000000000009 2.5000000000000004 5.5000000000000009 2.5000000000000004 1175.0000000000002 2625.0000000000005 1750.0000000000002 6.5000000000000009 11.500000000000002 12.775000000000002 1350.0000000000002 2.5000000000000004 4.5000000000000009 8.4142857142857164 8.8730158730158752 4.5000000000000009 8.4142857142857164 1175.0000000000002 0.29285714285714287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 21 9 -9 -8 11 12 13 -11 17 -16 -17 19 -19 20 -5 25 23 24 -23 26 29 28 -28 -4
right_child=1 -3 3 14 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00022911477501651753 -0.0013411963650979747 0.20047573080369846 0.017844399605793516 -0.0054656239849415911 0.0059415114444409181 -0.026890674864935113 0.064815445536307761 0.0047484435587127373 0.10170286422465202 -0.052261112819835212 -0.038494209152664161 -0.032519945285460782 0.061351785440062326 0.044660410793377597 0.052130000946978644 -0.046583969861073223 0.017353951415091599 0.05379964218985242 -0.035227850395587949 -0.02204173197228056 0.10831742764837454 0.019672073686185034 -0.020814175400289417 -0.010364728519992303 0.12586906038115817 -0.042553809919376046 0.022509220045218183 0.041403232220222366 -0.039437530104048123 -0.053508973745092961
leaf_weight=51.256794979163686 69.607895779223909 0.27918242523446579 7.0836704283759655 6.5517135081154887 181.74825609010693 2.7705525100707566 0.37374304019613092 0.53056852564472468 0.43570104054933267 0.37115611935587389 1.5100497416215146 0.89784870725179633 0.99347746538478532 0.302771320566535 0.35023416099283977 5.7823038661208557 0.67180293833916938 0.1933055107947429 6.7167382708828995 6.0493324231547376 0.29404197307303537 2.036985932048196 21.354368906250556 10.829238209085146 0.40844868878730256 1.4950510649418891 0.81114551873179186 0.67669782624579955 2.5332519558269269 0.45676923931023328
leaf_count=2426 5253 8 390 758 6281 293 19 30 16 30 133 119 68 19 44 666 59 18 823 783 25 127 1654 1217 35 141 93 65 241 25
internal_value=-0.000168568 -0.00723316 -0.00762152 -0.0131059 0.00431385 -0.0011616 -0.00831838 0.00716598 0.0484662 -0.00180384 -0.00791344 0.0100881 0.0330313 -0.00871776 -0.0226596 -0.0351903 -0.0399287 -0.0183545 -0.0327373 -0.0106472 -0.000578363 -0.0100768 -0.0134348 -0.00156383 0.0374096 -0.00117083 0.00418051 -0.013337 -0.0244131 0.0135221
internal_weight=385.373 149.597 149.318 79.7104 235.776 54.0273 53.1009 5.41532 0.96627 4.44905 4.0753 2.56525 1.6674 0.673927 26.6095 6.80434 6.45411 19.8051 6.91004 12.8951 6.84576 47.6856 34.629 13.2747 2.44543 13.0566 11.5615 4.0211 3.3444 7.54044
internal_count=21859 12859 12851 7598 9000 2719 4422 434 46 388 369 236 117 49 3176 769 725 2407 841 1566 783 3988 3033 1379 162 955 814 399 334 415
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=3 0 3 4 3 3 4 4 8 4 4 8 0 8 8 3 3 0 8 8 0 3 3 0 8 8 8 4 3 4
split_gain=4.43131 1.35364 1.92239 0.760405 0.859648 0.63917 0.633342 0.776199 0.710126 0.566839 0.808455 0.644005 0.801145 2.01284 0.970907 0.588007 1.04679 0.746796 2.03802 1.48049 1.0484 0.618171 0.564161 0.558806 1.04025 0.949951 0.84137 0.551104 1.19013 0.545529
threshold=6.3166666666666673 1.0000000180025095e-35 9.6833333333333353 4.5000000000000009 9.2250000000000014 4.1055555555555561 8.5000000000000018 6.5000000000000009 1750.0000000000002 6.5000000000000009 5.5000000000000009 1175.0000000000002 3.5000000000000004 1500.0000000000002 1500.0000000000002 8.5357142857142865 7.6125000000000007 3.5000000000000004 1250.0000000000002 1500.0000000000002 2.5000000000000004 8.0500000000000025 4.2111111111111121 2.5000000000000004 1175.0000000000002 2625.0000000000005 1750.0000000000002 11.500000000000002 12.775000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 9 -1 7 -6 -8 10 15 -11 14 -14 -13 16 -5 18 -18 -20 -21 -19 -7 26 -25 -26 27 28 -4 -28
right_child=1 2 23 4 6 22 8 -9 -10 11 -12 12 13 -15 -16 -17 17 21 19 20 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.0066530704254212127 -0.001275664107238699 -0.0013934549362866885 -0.0052197970108828502 -0.026523417319427142 0.020944457098270412 -0.026898888055334465 0.00449202446910771 -0.035330669491054102 0.088625597821704094 0.039061515171166343 -0.041122347680504219 -0.034080766527547275 0.19294998691867349 -0.051147197823862706 -0.0026632419146901494 -0.052016761426647989 -0.052145601327755642 0.01852356871802922 0.17793597523029489 -0.025915726936708395 0.095949043234730941 -0.052436034421333905 0.0017858447583305728 0.047073141185897081 -0.046311441974087923 0.016236948258883683 0.048617889818233062 -0.021392207272209085 0.092790298523491993 -0.034628580197623764
leaf_weight=129.2462227203992 69.526689511702443 38.038029352126678 6.5181340467511344 3.3272146997260332 1.449722692039358 1.7459666922320725 0.53275421867689965 1.0613321614850972 0.47390759785736236 0.67552745126884772 4.274168003391992 3.7676175600120452 0.16050338884815651 0.17824376191639146 7.0803820116624507 0.86184819573827542 0.41728905215859435 0.69960975447975193 0.27602639934048057 0.31861434775350972 0.39563622209243476 0.54680633942550116 93.976203926073666 0.36797793167352111 5.5318563212076697 0.6818501398738589 0.20294801145791908 5.9245801635119619 0.3251885063946246 6.4969460023127112
leaf_count=3944 5253 2346 758 290 109 104 30 147 16 87 488 428 17 26 837 77 29 49 17 29 30 43 4287 44 666 59 18 783 25 823
internal_value=-0.000165436 -0.00652329 -0.010551 -0.00592332 -0.0124262 0.00435949 0.010592 -0.00284101 0.0440997 -0.0159498 -0.0240616 -0.00834751 -0.0112104 0.0645096 -0.0135749 -0.0134054 -0.00784177 0.0155788 0.0405374 0.0795927 0.0415874 -0.0126066 0.00126264 -0.0220157 -0.0346105 -0.0394478 -0.0177576 -0.0102279 -0.000562446 -0.0321069
internal_weight=385.08 160.111 90.5847 64.5352 26.4972 224.968 3.51772 2.51105 1.00666 22.9795 11.1172 11.8623 11.1867 0.338747 10.848 6.84305 5.9812 2.65398 1.40757 0.990277 0.714251 1.24642 95.7222 26.0495 6.58168 6.21371 19.4678 12.7679 6.84332 6.69989
internal_count=21859 13524 8271 5095 2749 8335 302 256 46 2447 1052 1395 1308 43 1265 564 487 197 105 76 59 92 4391 3176 769 725 2407 1566 783 841
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=2 0 8 4 8 8 3 0 3 0 3 3 3 8 4 0 3 8 8 1 8 3 3 8 3 3 3 3 3 3
split_gain=4.06088 1.46225 1.77095 1.25859 1.26293 1.11735 0.970395 0.867972 0.792581 0.767763 0.753156 3.15106 0.776149 0.805555 1.57527 0.802014 0.71116 0.694127 0.890507 0.684902 1.3976 1.37525 0.67056 2.19596 0.620205 1.52054 0.626711 1.82075 0.580704 0.947536
threshold=0.18333333333333338 1.5000000000000002 1075.0000000000002 5.5000000000000009 1750.0000000000002 1500.0000000000002 4.3166666666666673 2.5000000000000004 4.6125000000000007 5.5000000000000009 6.7638888888888902 6.9500000000000011 6.3166666666666673 1250.0000000000002 4.5000000000000009 3.5000000000000004 6.5277777777777786 3205.0000000000005 3315.0000000000005 1.0000000180025095e-35 3340.0000000000005 7.5357142857142865 5.9500000000000011 1350.0000000000002 9.3541666666666696 9.2250000000000014 7.5357142857142865 7.6125000000000007 8.9500000000000011 9.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -4 -6 28 -8 10 12 -12 13 14 -3 -15 22 -7 -19 20 -2 -21 -11 -24 25 26 -13 -28 -5 -30
right_child=19 3 5 7 6 17 8 -9 -10 16 11 24 -14 15 -16 -17 -18 18 -20 21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.041778678655370702 0.0067297920296998485 0.031509140986702516 -0.0091699554596315885 -0.0287367120165858 0.070902296292122802 0.00059786268495844489 -0.054898106201784327 -0.033566047408388804 0.0038474932305898827 -0.034503290008307951 0.13363097985680611 -0.025575836845511242 -0.049579813748801438 -0.032353564877835708 -0.054132949377456732 0.035092861460351739 -0.045906824820455418 0.11787895538153613 -0.004991967016434987 0.0025862795118872365 0.081483029900923085 -0.029014747383077678 0.14224931669736471 -0.048107014008473843 -0.041124603745249316 0.09725156758491299 0.1228828542529533 -0.003542682435646715 0.01948605252593973 -0.015969889537016887
leaf_weight=2.2199976125404381 110.706938911375 2.0333828775156975 46.522157044432305 4.4170213658136985 0.5226796221977591 60.149458401917911 0.59613566927328321 8.8474780190941384 15.575166673126658 0.74476627771488668 0.4264444410800915 2.5064763421513589 1.7416030196631025 4.1540313542282092 0.72958718892186869 0.49307972079986928 3.1377784675271414 0.28856626013293762 0.30156658822670579 98.583785858352201 0.62881550751626392 3.5674378070107187 0.27160974763683043 0.34262619342666767 1.0793067756731032 0.37710966169834126 0.30921956617385182 3.6042137963614778 2.5276947253260555 7.4033370765937434
leaf_count=210 3710 84 3654 427 19 4920 27 1126 958 40 5 183 142 194 36 30 330 21 23 4046 14 235 19 28 94 17 12 252 216 787
internal_value=-0.000161995 -0.0058957 -0.00242402 -0.0120419 -0.00651567 -0.00333888 0.00384916 -0.021249 0.00168191 -0.0143982 -0.00965189 0.00125243 -0.0195447 -0.0124855 0.00889457 -0.0251972 -0.032821 0.0011273 0.0550901 0.00443928 0.00715199 0.00148267 -0.00260729 0.0360669 -0.00591489 -0.000323896 -0.00605554 0.00644682 -0.0136539 -0.00694547
internal_weight=384.809 171.322 109.482 61.8407 38.6452 107.262 16.694 23.1955 16.1713 21.9512 17.4545 8.30277 9.15168 7.41008 2.76297 4.64711 4.49678 60.7396 0.590133 213.487 111.336 102.151 1.359 0.614236 7.87633 6.79702 6.41991 3.91343 14.3481 9.93103
internal_count=21859 13854 8828 5026 2470 8618 1004 2556 985 1466 1049 563 486 344 120 224 417 4964 44 8005 3724 4281 87 47 558 464 447 264 1430 1003
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=3 2 3 3 3 0 8 3 2 1 3 3 3 2 8 3 8 3 3 4 4 0 8 8 3 8 0 8 2 8
split_gain=3.72506 3.88588 1.72 1.22887 0.642263 0.51573 1.24196 0.736505 0.736215 1.29265 1.20123 0.930788 1.50867 1.31965 1.13719 1.00875 1.88588 0.657531 0.541491 0.54437 1.21172 1.27246 0.696668 0.788697 0.667095 0.701565 1.001 0.893854 0.974247 0.824614
threshold=6.6833333333333345 0.5634920634920636 58.500000000000007 9.6833333333333353 4.3166666666666673 5.5000000000000009 2900.0000000000005 6.7638888888888902 0.11805555555555557 0.13392857142857145 8.0500000000000025 7.154761904761906 6.7638888888888902 0.31666666666666671 1250.0000000000002 7.4722222222222232 1750.0000000000002 6.9500000000000011 9.1833333333333353 5.5000000000000009 6.5000000000000009 3.5000000000000004 2625.0000000000005 1175.0000000000002 8.5357142857142865 1350.0000000000002 2.5000000000000004 1650.0000000000002 0.31666666666666671 1850.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 7 8 -2 -7 10 11 12 -10 14 -13 -16 -17 -9 19 24 -21 22 23 -22 25 -19 29 -28 -29 -27
right_child=1 -3 -4 -5 -6 6 -8 17 9 -11 -12 13 -14 -15 15 16 -18 18 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0059598983733182113 -0.052311045051954254 0.17006562117462232 -0.0010700020445980494 -0.020984064498545257 0.00070655669329423756 -0.043626013916587526 0.03532059583688598 0.036624171880334892 0.11303172571505071 -0.04973914693356294 -0.048247688399255494 0.091644851491568119 -0.045128871635826531 0.15220518812216949 -0.051693150192752516 -0.052482911235007507 0.14483467829704566 0.015806348639202453 0.010438270064059139 -0.042093611727238252 0.038853135967952868 0.1037073376957246 0.032513310636712152 -0.016988794367577595 -0.026777505407635335 0.027135181189297138 -0.036788872682915967 0.0062861173183074957 -0.037225054749611068 -0.053495495732703707
leaf_weight=135.87653308361138 0.81439852890434039 0.31124443421140213 69.271601718604913 25.198134134012093 101.74907178627547 3.1236422800766341 0.97104492846119761 0.95894120578304765 0.18297169843572259 1.6377449765350318 0.84468438083968056 0.44534549485251762 0.85695167887024581 0.23700305746569927 0.53213722397026664 0.23773154676064223 0.24681381706250249 5.5740718783520213 4.8450181682872815 3.179431167080792 0.67619759769876608 0.25277734180578271 0.89888401562348086 9.742129182821694 2.4596811735937072 2.9660421924590987 2.8609126194621108 5.5633637638810001 1.6734737584656612 0.35505398316308845
leaf_count=4184 53 8 5253 3176 4816 405 43 23 21 129 93 33 94 15 46 25 33 289 369 377 84 32 94 1171 177 219 163 323 89 22
internal_value=-0.00015903 -0.00641759 -0.00679226 -0.0119179 0.00371047 -0.00753614 -0.0181977 -0.0052166 -0.0244252 -0.0129384 0.00387972 0.0199556 -0.0173009 0.0427592 0.0250174 -0.00416796 0.0480251 -0.00430355 -0.0052597 -0.00736061 -0.014755 -0.00724236 -0.0097205 -0.0133644 -0.0022767 0.000896286 -0.00529722 -0.013129 -0.00377557 0.0185151
internal_weight=384.543 146.917 146.606 77.3346 237.626 52.1364 9.31607 42.8204 8.34503 5.22138 3.58364 2.73895 1.03992 1.69903 1.46203 1.01668 0.484545 42.006 41.047 36.202 14.7494 11.57 11.3172 10.4183 21.4526 18.9929 13.4188 10.0978 7.23684 3.3211
internal_count=21859 12859 12851 7598 9000 4422 937 3485 894 489 360 267 115 152 137 104 58 3432 3409 3040 1758 1381 1349 1255 1282 1105 816 575 412 241
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=2 0 8 4 8 3 8 8 4 8 3 0 4 3 3 3 4 1 3 8 8 8 8 0 3 3 8 8 8 8
split_gain=3.3948 1.30793 1.52503 1.09892 1.17488 1.02402 1.02053 0.984084 1.36434 2.00544 2.29135 0.848485 0.67756 0.863913 1.30867 0.804338 0.675144 0.603232 1.20521 1.17097 0.589857 0.686327 0.555822 0.986885 0.555177 0.814001 1.95957 1.08703 1.01044 1.62712
threshold=0.18333333333333338 1.5000000000000002 1075.0000000000002 5.5000000000000009 1650.0000000000002 10.267857142857144 1500.0000000000002 1350.0000000000002 4.5000000000000009 1175.0000000000002 8.0500000000000025 2.5000000000000004 4.5000000000000009 7.9500000000000011 9.3541666666666696 4.6125000000000007 2.5000000000000004 1.0000000180025095e-35 7.5357142857142865 3340.0000000000005 3205.0000000000005 3315.0000000000005 3185.0000000000005 3.5000000000000004 8.9500000000000011 9.9500000000000011 1750.0000000000002 1250.0000000000002 1500.0000000000002 2940.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -4 8 9 -3 16 24 15 -14 -15 -9 -11 19 22 -2 -8 -22 -19 -24 -5 26 27 -26 -27 -30
right_child=17 3 6 11 5 -7 20 12 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=0.038065042827908319 0.0061598743109950093 -0.046770017078876493 -0.0086495064981527946 -0.027667972361321465 0.00053108740106570492 0.088167817979836277 0.00072588534213018823 0.014183913164867092 -0.034694364735495031 -0.010996567786303209 -0.045003073946065369 -0.032646868707928642 -0.027498181671628864 0.075199075207458416 -0.051826273020721431 -0.045877022260273959 0.044340404100569053 0.002829857575308254 -0.027898945422941496 0.072497666737042582 0.10076711944848893 -0.0046049111040292103 0.016283804614526814 -0.050596724067847057 0.03716959542258895 0.0036191272035570078 0.06836410271064812 -0.052323877148020462 -0.041661082509654272 0.11861280970677837
leaf_weight=2.3058465418194194 111.49100515028131 1.3839519170580858 46.009178181058985 4.2349588641471625 20.164264677714844 0.3389352412414145 59.999247566288886 0.63205812126397898 2.728721103465432 0.6443978250633221 1.0746544332214396 8.4320405445043018 1.9144175891433408 0.59420164404923514 0.30779292312581674 4.7214677476989664 3.8109581829432955 96.773731589990106 3.4278375072153713 0.66921137645840545 0.319452662486582 0.29933199938386679 0.95709070097655002 1.3018366959295233 0.53329016633324344 3.6754795524466317 1.1067199537012014 0.93284845916332415 3.3080330483954872 0.1663175239227711
leaf_count=210 3710 91 3654 427 1277 37 4920 27 203 41 89 1126 134 49 31 332 159 3957 235 14 21 23 32 57 46 360 73 97 409 18
internal_value=-0.00015612 -0.00544226 -0.00216482 -0.0113235 -0.00618098 0.0019798 -0.0030348 -0.0155744 -0.00475679 0.00705862 0.0205299 -0.0201239 -0.0283421 -0.00849 0.0318535 -0.038786 0.0363368 0.0040221 0.00124867 0.00655568 0.00122677 0.0497943 0.00225756 -0.0222599 -0.0125585 -0.00597725 0.0181401 -0.0197717 -0.0146558 -0.0339888
internal_weight=384.259 169.639 108.933 60.7055 38.3158 20.5032 106.627 17.8126 9.64268 6.91396 5.53001 22.3897 8.16994 2.81641 0.901995 5.35353 4.45536 214.621 102.46 112.16 60.618 0.618785 99.0327 2.25893 13.9576 9.72269 2.57286 1.46614 7.14983 3.47435
internal_count=21859 13854 8828 5026 2470 1314 8618 1156 583 380 289 2556 573 214 80 359 200 8005 4281 3724 4964 44 4046 89 1430 1003 216 143 787 427
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=3 2 0 3 3 0 0 0 8 8 8 4 3 4 8 4 0 8 3 2 8 1 8 1 8 8 2 0 0 3
split_gain=3.10128 3.21908 1.52943 1.12653 0.576717 0.648364 0.654507 0.498827 1.04925 0.967668 0.828839 0.548489 1.02636 0.50448 0.53939 0.898975 0.482163 0.917146 1.6332 3.16226 0.830243 0.469454 0.468877 0.584337 1.51516 0.451199 0.831789 2.51954 1.42748 0.597992
threshold=6.6833333333333345 0.5634920634920636 1.0000000180025095e-35 9.6833333333333353 2.3541666666666674 4.5000000000000009 5.5000000000000009 2.5000000000000004 1175.0000000000002 2625.0000000000005 1750.0000000000002 11.500000000000002 12.775000000000002 6.5000000000000009 2855.0000000000005 12.500000000000002 8.5000000000000018 1250.0000000000002 7.9500000000000011 0.29285714285714287 3105.0000000000005 0.47222222222222227 1850.0000000000002 0.61250000000000016 2885.0000000000005 2900.0000000000005 0.11805555555555557 4.5000000000000009 1.5000000000000002 9.1833333333333353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 16 5 21 -7 10 -9 -10 11 12 -5 -12 -15 -16 25 18 19 -18 -19 -1 -23 -24 -25 29 27 28 -27 -4
right_child=1 -3 3 7 -6 6 -8 8 9 -11 13 -13 -14 14 15 -17 17 20 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.011668522800087049 -0.00088720080452211493 0.14828377691249012 -0.0085868959813765796 -0.0032114786429040323 0.002242201323313403 0.050060741450319884 0.00207077138154187 0.050693495444410056 -0.045564130344947142 0.01916450807416982 0.045782344995780669 -0.019835966414931461 0.085818539312688624 -0.038379617543021306 -0.025121827966529692 0.1117779346418602 0.18688664851809933 -0.038529260610630528 -0.05213965357782048 -0.053234106801715447 0.076717142662492799 -0.0030761231861806868 0.05405703693076918 0.059865143974755501 -0.056822775202132816 0.081005785166743713 -0.032308670060181892 0.15042273641890894 -0.033489442960303449 0.0099309509130134227
leaf_weight=22.120504734547445 69.045446512198311 0.33768419362604518 39.558875445307933 6.2558772756282846 198.30231962462466 1.8115075427267577 1.1689513397013795 0.35507226661138602 4.9124969616773342 0.65429921692157211 0.20825897576287289 5.6446013950572365 0.34138203831389535 5.4538059828658163 0.45593847613781679 0.16271300590597093 0.30137065335293201 3.5773052507020116 0.43167079542763531 0.25156650564713345 0.16341406229184929 13.358565434747666 0.85795491933822532 0.5347739242861278 0.57982301525771618 0.39367118198424511 0.63560053147375573 0.36741239059483621 0.88247698033228517 4.8996586148730037
leaf_count=498 5253 8 3342 758 7926 30 43 44 666 59 18 783 25 743 57 23 34 461 51 25 11 443 18 23 19 27 21 11 57 382
internal_value=-0.000153406 -0.0059131 -0.00627232 -0.0111706 0.00335187 0.00879432 0.0312388 -0.0200087 -0.0326408 -0.0379562 -0.0159701 -0.00839414 0.00139547 -0.0307364 -0.0333607 0.0108845 -0.00697264 -0.0221934 0.0207423 0.0776403 -0.0334947 0.00700815 0.000283937 0.023039 -0.000836926 -0.00543377 0.0162638 0.0350478 0.00183049 -0.00654609
internal_weight=384.025 145.291 144.953 75.9075 238.734 40.4321 2.98046 24.4444 5.92187 5.5668 18.5226 12.2419 6.59726 6.28072 6.07246 0.618651 51.463 4.72533 0.984608 0.552937 3.74072 37.4516 15.3311 1.97255 1.1146 46.7377 2.27916 1.64356 1.27615 44.4585
internal_count=21859 12859 12851 7598 9000 1074 73 3176 769 725 2407 1566 783 841 823 80 4422 582 110 59 472 1001 503 60 42 3840 116 95 84 3724
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=2 0 8 0 2 3 1 3 3 2 8 3 3 3 8 0 3 8 0 8 8 4 3 3 4 8 3 3 3 4
split_gain=2.86212 0.853573 0.766875 1.07943 0.901783 0.980338 0.936165 0.816827 0.797449 1.09986 0.914585 0.692475 0.815618 1.45247 0.701148 0.915611 0.691474 0.623726 0.60676 0.823041 1.35508 1.6514 1.82045 1.50726 1.59046 0.711913 0.645182 0.928857 1.28792 0.595344
threshold=0.2678571428571429 5.5000000000000009 2625.0000000000005 7.5000000000000009 0.11805555555555557 5.7071428571428582 0.13392857142857145 8.7638888888888911 5.9500000000000011 0.23611111111111113 1250.0000000000002 5.1833333333333345 58.500000000000007 9.5277777777777803 2250.0000000000005 3.5000000000000004 7.4722222222222232 1750.0000000000002 4.5000000000000009 1950.0000000000002 1750.0000000000002 2.5000000000000004 7.9500000000000011 6.154761904761906 3.5000000000000004 3205.0000000000005 6.354166666666667 6.9500000000000011 7.5357142857142865 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 5 -3 8 -5 -6 10 16 14 13 18 -1 -16 -10 -15 25 20 21 -20 26 -22 -25 -13 -23 -28 -29 -19
right_child=-2 2 3 7 6 -7 -8 -9 9 -11 -12 12 -14 17 15 -17 -18 29 19 -21 23 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0020356180339594662 0.0041095969288520388 0.077091712893466849 0.068386240835042106 -0.046688534223219863 -0.032059621169933022 -0.045192250141041598 -0.05170709587628966 0.046755450766657498 0.06089954873686463 0.1031316016456697 -0.015941618900180393 -0.006723131132083485 -0.00084350973285481448 -0.012704800003776232 0.00019276839855895687 0.077453442604087652 -0.014647382322877815 0.014037737638327365 -0.03998822471996117 -0.031881156956995865 0.10586324407226887 0.00143318919827955 -0.052217077417971984 0.07315747345851796 -0.027237374983916207 0.052364216723369918 0.090078815521453331 -0.038532772645287781 0.071474126328601797 -0.033817223529462447
leaf_weight=22.425345702732475 194.47693971490139 0.17091724274143683 0.59796295434352842 0.70521668213041244 1.6244613650235349 3.9916237964173433 1.1574714167910825 0.34990134703184594 0.89218563697795639 0.29038421202790221 2.4636858536092632 50.769885051125939 68.992090500980126 15.288981907281654 0.80628145020455011 0.73126803897321224 0.4585669132284238 0.71069910519872603 1.730960850858535 1.1203283062095577 0.72214874089695547 0.87103354417195156 0.70848698367859686 0.72790408245054983 0.86125950288987951 0.51494475640356441 0.91413933679882564 0.48760651944758115 0.58560476172715425 7.5983436405001896
leaf_count=973 6856 16 25 74 152 559 110 19 50 29 255 3894 5253 1977 39 13 38 49 78 42 22 34 55 39 57 24 24 26 25 1052
internal_value=-0.000150294 -0.00452738 -0.0170462 0.014716 -0.0217981 -0.0401712 -0.0106929 -0.0157004 -0.00240694 0.00932794 0.00218689 -0.00362677 -0.00486758 -0.00818801 0.00427511 0.0369384 0.0352521 -0.0186974 -0.00405564 0.00813008 0.0140211 8.42856e-05 0.019531 0.0459662 0.0187477 -0.00612984 0.0373147 0.0530411 0.0214932 -0.029724
internal_weight=383.747 189.27 12.7024 1.65308 11.0493 4.16254 6.88676 1.05512 5.72928 4.10482 3.81444 176.567 152.604 83.6123 23.9629 1.53755 1.35075 23.598 60.0143 8.72947 7.60914 5.29783 3.56687 2.31131 1.58916 51.2848 2.85838 1.98735 1.07321 8.30904
internal_count=21859 15003 1327 118 1209 575 634 93 524 372 343 13676 12651 7398 1025 52 88 3078 4320 402 360 242 164 118 96 3918 109 75 51 1101
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=2 0 4 8 2 8 3 8 0 2 4 1 2 3 3 2 8 3 3 2 3 3 4 0 8 0 8 3 4 4
split_gain=2.5909 0.793456 0.728995 0.93305 1.26004 0.670424 0.90541 0.590629 1.1401 1.3048 0.667873 0.566955 0.847528 0.949423 0.735137 0.892945 0.809054 0.580978 0.568596 1.10517 0.531374 2.60383 1.12915 0.832495 0.770383 0.750236 0.914936 0.644169 1.35453 0.623046
threshold=0.2678571428571429 5.5000000000000009 4.5000000000000009 2625.0000000000005 1.0000000180025095e-35 1750.0000000000002 4.4722222222222232 1075.0000000000002 1.5000000000000002 0.18333333333333338 1.5000000000000002 0.13392857142857145 0.11805555555555557 5.7638888888888902 5.9500000000000011 0.23611111111111113 1250.0000000000002 7.4722222222222232 7.4722222222222232 0.15476190476190479 15.41666666666667 9.5277777777777803 8.5000000000000018 1.5000000000000002 2810.0000000000005 4.5000000000000009 1950.0000000000002 6.154761904761906 3.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 11 -5 7 -7 8 -1 -10 -9 12 13 -3 -14 16 17 -16 -18 -20 21 22 25 24 -24 -8 27 -27 -29 -23
right_child=-2 2 -4 4 -6 6 20 10 9 -11 -12 -13 14 -15 15 -17 18 -19 19 -21 -22 29 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.035557648887636455 0.0038923709866056813 0.080612475194556693 -0.051358560293762373 0.096452602612003974 -0.0057794737388864939 0.020973594046509572 -0.0038561922258801961 -0.033960265247021441 -0.036934871115153742 0.062416909484205231 -0.0060859736995133463 -0.051574284924831716 -0.031342955437534049 -0.042417813289203125 0.054854995496900684 0.089259239304104565 -0.030786342726313976 -0.014108401429142228 0.1414648993959968 -0.010535044406122698 0.0043304374628966563 0.013166228648505583 -0.0061794354600816677 0.091205994022125703 0.11182581053106296 0.068693782607070694 -0.014209868343324645 0.065081759572399825 -0.026528555032406261 -0.035726606170226209
leaf_weight=2.366580846426344 195.04872592949232 0.16626733807110694 1.3391629223710868 0.43484237557276972 0.98220726478029974 4.9660510086832721 24.414497403479352 2.1955695146682777 1.5589056620956396 0.4193725250661372 101.20488485978724 1.1037847556492426 1.5796746426177888 2.7570455262152791 0.93966356136661511 0.31795292237688944 1.7272235426589762 0.45244051226472948 0.15290725398563143 0.54877649764193848 25.754449398796339 0.71961787552572687 0.77680469875625735 0.57319352350390318 0.16826598811894655 0.98789277378091345 1.3203302526635523 0.77597651569521964 0.84059049182178569 6.8919640800328352
leaf_count=210 6856 15 246 14 73 160 1605 127 168 26 8014 110 152 345 50 29 153 38 18 84 2019 49 101 21 16 31 46 39 57 987
internal_value=-0.000147172 -0.00432845 -0.0164997 -0.0123178 0.0255919 -0.00346356 0.000416232 -0.005919 0.0121403 -0.0158734 -0.00667785 -0.01783 -0.01352 -0.0354203 -0.0023248 0.00875025 0.00205096 0.0324416 -0.0153671 0.022588 -0.0011985 -0.00499881 0.00165622 0.043665 0.0148309 -0.000594382 0.019696 0.0368846 0.0174458 -0.0311042
internal_weight=383.486 188.437 12.5019 11.1628 1.41705 175.935 68.1896 107.745 4.34486 1.97828 103.4 9.74574 8.64195 2.92331 5.71864 4.13896 3.82101 1.3921 2.42891 0.701684 63.2236 37.4691 29.8576 1.51826 0.945071 28.3393 3.92479 2.60446 1.61657 7.61158
internal_count=21859 15003 1327 1081 87 13676 5131 8545 404 194 8141 994 884 360 524 372 343 88 255 102 4971 2952 1916 138 117 1778 173 127 96 1036
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=3 3 4 0 3 8 0 0 3 8 4 3 4 3 1 8 8 1 8 0 8 8 8 3 3 4 0 3 8 8
split_gain=2.37221 0.81854 1.38529 0.996214 0.442038 0.686564 0.56886 0.564557 0.434752 0.422778 0.478126 0.757557 0.426658 0.61931 0.418114 0.443588 0.413001 0.497511 1.3605 0.399494 0.389476 1.27592 1.15559 0.634072 1.25416 0.961831 1.79378 0.462684 0.373947 0.365228
threshold=6.0500000000000007 58.500000000000007 5.5000000000000009 2.5000000000000004 2.3541666666666674 3585.0000000000005 4.5000000000000009 5.5000000000000009 6.1055555555555561 2900.0000000000005 8.5000000000000018 10.464285714285717 11.500000000000002 12.775000000000002 0.47222222222222227 1500.0000000000002 1850.0000000000002 0.61250000000000016 2885.0000000000005 1.5000000000000002 2450.0000000000005 2760.0000000000005 2050.0000000000005 7.9500000000000011 8.1833333333333353 2.5000000000000004 4.5000000000000009 8.7638888888888911 1750.0000000000002 1850.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 9 6 -6 14 -8 -2 12 19 -12 13 29 15 -1 -16 -18 -19 -11 22 -22 -10 25 -25 26 -23 -26 -3 -4
right_child=1 28 3 -5 5 -7 7 -9 20 10 11 -13 -14 -15 16 -17 17 18 -20 -21 21 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0017033135122832778 -0.054164307777126247 -0.003536152402507816 -0.0079836107631804064 -0.031042243866256754 0.0022803271977271779 -0.05527536327552042 0.045795264100805054 0.0015557489767550224 -0.0022402290545837688 0.029228260980678912 0.12282910585737067 0.0019647966123084023 -0.022107880907308447 0.048155936754988096 -0.0033109083229042008 0.016159619035810979 0.048739218334818632 0.053724590179926639 -0.056497876672808735 -0.05177494221582031 0.075325696302052367 0.09364095507777459 -0.052203124647499523 0.088956718591584799 -0.033876706183196763 -0.041552687282710332 -0.047143640636340051 0.024457692677249766 0.0041020232202737322 -0.032312606142943366
leaf_weight=8.6587237415113751 0.40420682841794686 43.455214376232988 20.077527511753011 7.786270347902188 183.19015865031716 0.51960622216574748 1.8637376920814852 1.1763146426656019 44.271885780405626 0.30365474801510461 0.22627551481127739 0.303589534945786 7.9741010148364913 0.47005304484628041 13.406786057700009 13.706310674830091 0.89574427530169431 0.56128568624262676 0.55856664292514324 0.30519339023157954 0.67128745665831857 0.45866836793720756 1.1883715889198345 0.51826137030730013 0.62940313045692142 1.4431949760764835 0.4465142881963402 0.73905747279059142 25.384447099651297 1.6709957600449445
leaf_count=204 39 3299 2405 1126 6980 17 30 43 3075 19 17 35 1179 38 443 294 18 23 19 28 25 12 100 14 30 67 50 21 1954 255
internal_value=-0.000143966 -0.00482254 -0.00796471 -0.0150362 0.00316338 0.00211754 0.00786931 0.0286773 -0.00251634 -0.0110584 0.018849 0.0535791 -0.0121864 -0.00862564 0.00619528 0.0105628 -0.000138354 0.020964 -0.00125283 -0.0113757 -0.00210185 0.0112818 -0.0035463 0.00113045 0.0227147 -0.0162107 0.0241938 -0.00237235 -0.000719595 -0.00985287
internal_weight=383.265 158.728 89.8885 39.1177 224.537 183.71 40.8275 3.04005 50.7709 31.3314 1.13871 0.529865 30.1927 22.2186 37.7874 22.365 15.4224 2.0156 1.11985 0.608848 50.3666 4.90639 45.4603 4.2351 1.88672 2.34838 0.905183 1.36846 68.8397 21.7485
internal_count=21859 13788 8535 5102 8071 6997 1074 73 3433 3976 99 52 3877 2698 1001 498 503 60 42 47 3394 219 3175 194 65 129 62 51 5253 2660
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=2 0 4 8 3 8 3 1 2 3 3 3 8 3 4 2 3 8 0 4 4 0 3 3 4 3 3 4 3 3
split_gain=2.16439 0.742014 0.698964 0.825374 1.03174 0.583696 0.789185 0.553984 0.80393 0.854131 0.687601 0.863718 0.976344 1.87294 0.700322 1.31934 1.15252 0.535054 1.00737 1.16565 0.637607 0.501755 1.37822 1.09559 1.00645 2.2084 0.749124 0.950494 2.12888 1.19205
threshold=0.2678571428571429 5.5000000000000009 4.5000000000000009 2625.0000000000005 7.9500000000000011 1750.0000000000002 4.4722222222222232 0.13392857142857145 0.11805555555555557 5.7638888888888902 5.9500000000000011 8.0500000000000025 1500.0000000000002 7.4722222222222232 1.5000000000000002 0.18333333333333338 7.1833333333333345 1075.0000000000002 1.5000000000000002 3.5000000000000004 1.5000000000000002 3.5000000000000004 7.9500000000000011 7.5357142857142865 6.5000000000000009 9.4142857142857164 6.9500000000000011 2.5000000000000004 4.9500000000000011 5.4722222222222232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -5 17 -7 8 9 -3 -10 12 14 -14 16 -16 -12 18 -1 -20 -19 -22 23 26 -24 -26 27 28 -23 -29
right_child=-2 2 -4 4 -6 6 -8 -9 10 -11 11 -13 13 -15 15 -17 -18 20 19 -21 21 22 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.033141340292365616 0.0035328187033464202 0.071040840947671713 -0.051271863152145727 -0.016954748478229455 0.067591499299404528 0.019484894183388293 -0.001058197779685816 -0.051441559265223924 -0.030679020960119596 -0.041934245252007979 -0.048141106574545393 -0.045891262545596778 -0.040381130171577052 0.093237873602512455 0.02173521418812658 0.12892070984981063 0.073441913008581813 -0.033264902375989357 0.056239292418262969 -0.036186583585917961 -0.0070261427582599002 0.040536847150582631 -0.036316817033464913 0.063133449224113999 0.19287424424285252 -0.014717018726798271 -0.028052539724556153 -0.010423686042933488 -0.046506731397128881 0.043060145059263602
leaf_weight=2.428259886336348 195.93133726285504 0.17861240301168235 1.2522213921130276 0.75689997994049807 0.68960679823794635 5.0497298385889797 63.009406851448681 1.0498743903072938 1.5399820171740826 2.6417981059316844 0.44698419647465959 0.6221695670083135 1.2203523824068723 0.33404455341792516 0.70210705576812393 0.48569811636116356 0.34563360363017637 2.1293910613752578 0.44152360115549516 1.500275880564004 86.496334468901409 1.2210194099461626 2.9231161161597039 0.9792615849219154 0.16040949523339509 0.63636112744370621 1.2757465087204307 1.5020739390547531 1.6540005307979297 3.399999306189784
leaf_count=210 6856 15 246 64 23 160 4971 110 152 345 34 86 125 36 40 24 27 127 26 168 7265 31 230 46 18 84 78 55 65 142
internal_value=-0.000139911 -0.00398655 -0.0158743 -0.0118497 0.0233518 -0.00315241 0.000466022 -0.0171719 -0.0129478 -0.0347797 -0.00213942 0.00843325 0.017995 -0.011666 0.0412754 0.0655638 0.0048771 -0.00545941 0.0116742 -0.0151709 -0.00619077 -0.00561568 0.00325574 0.0128944 -0.0227385 0.0270762 0.00745993 0.0132854 -0.00953937 0.0266718
internal_weight=383.004 187.073 12.266 11.0138 1.44651 174.807 68.0591 9.56726 8.51738 2.82041 5.69697 4.15699 3.53482 1.5544 1.98042 1.18781 0.792618 106.748 4.37006 1.9418 102.378 100.248 13.752 10.0321 3.71989 0.796771 9.05284 7.77709 2.87502 4.90207
internal_count=21859 15003 1327 1081 87 13676 5131 994 884 360 524 372 286 161 125 64 61 8545 404 194 8141 8014 749 417 332 102 371 293 96 197
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=3 0 4 0 3 4 3 3 0 0 1 8 8 8 8 1 8 8 4 1 1 3 2 1 8 2 0 8 2 3
split_gain=1.97333 0.760726 1.26822 0.949345 0.418017 0.402623 2.72798 0.386423 0.501818 0.490459 0.373584 0.393184 0.369653 0.417655 0.366047 0.427622 1.23228 0.355956 0.757916 0.450461 0.354621 0.644383 1.30015 1.8799 1.22354 1.07668 0.730097 1.50233 1.57037 0.907423
threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 6.1055555555555561 10.500000000000002 12.775000000000002 2.3541666666666674 4.5000000000000009 5.5000000000000009 0.47222222222222227 1500.0000000000002 2985.0000000000005 3050.0000000000005 1850.0000000000002 0.61250000000000016 2885.0000000000005 1750.0000000000002 1.5000000000000002 0.23611111111111113 0.21111111111111114 2.8166666666666669 0.73214285714285732 0.38750000000000007 1350.0000000000002 0.64583333333333337 5.5000000000000009 1500.0000000000002 0.5277777777777779 4.154761904761906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 5 -3 6 12 8 10 -10 11 -1 -4 -14 -12 -16 -17 18 -13 -19 -9 25 26 24 -24 -22 -23 28 29 -28
right_child=1 2 3 -5 -6 -7 -8 20 9 -11 14 17 13 -15 15 16 -18 19 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014369044281599148 -0.00047493825115484567 -0.053954859801337851 -0.0094699226408318116 -0.030276406045060773 -0.0018756572669145135 -0.018214831350264596 0.17402123532401678 0.0029897870082476138 0.0423077503702559 0.0012968113605604729 -0.0033214661421728446 0.066278759901034004 0.066137191721535149 -0.010009595319439539 0.044470561705338182 0.048815193138349665 -0.056162864986176453 0.016232975685544441 0.016168230681446048 -0.0084094367706144153 0.010059300973303072 -6.9807658971384991e-05 0.042787694375185786 0.060586196515136664 -0.028694628113685866 -0.035433274835364237 0.12597896546517759 -0.041567542537115608 -0.036498324032887025 0.023179950341423464
leaf_weight=8.6841427289151429 68.541273911991482 0.38829214026919245 19.106876189810112 7.5111604122343882 50.090768229406279 10.848625480815171 0.20767102017998595 147.01418368081221 1.9074422822450281 1.1800390317912386 13.408960731616835 0.94145225158717849 0.3503977213986208 0.3704618657939136 0.92813167162239496 0.58414871634158749 0.53609263896942139 6.5208291995450036 3.8014433905482292 2.5915510695012927 2.0921504270136202 22.189438103609866 0.92654677599784863 2.044581811176613 1.6914926200643092 3.4377002831188292 0.33570644913015601 3.1992826317409708 0.76341954273084411 0.5954112020044704
leaf_count=204 5253 39 2314 1126 3394 1598 12 5634 30 43 443 25 28 24 18 23 19 143 80 46 66 724 26 39 53 132 11 209 55 48
internal_value=-0.000137367 -0.00443291 -0.00748536 -0.0143339 -0.00227626 -0.0104566 -0.00625569 0.00286291 0.00724784 0.0266333 0.00567265 0.00977834 -0.00814387 0.0270041 -0.000314158 0.0193721 -0.00142216 0.0150065 0.026115 0.0092247 0.00188537 -0.00247043 0.000273301 0.0246603 -0.00339642 -0.0182217 -0.00392513 -0.0214058 0.0166594 0.0602432
internal_weight=382.79 157.416 88.8743 38.3952 50.4791 30.884 20.0354 225.374 41.0842 3.08748 37.9968 22.5394 19.8277 0.72086 15.4573 2.04837 1.12024 13.8553 4.7429 9.11238 184.29 37.2757 31.7459 4.66262 2.61804 5.52985 27.0833 4.89382 1.69454 0.931118
internal_count=21859 13788 8535 5102 3433 3976 2378 8071 1074 73 1001 498 2366 52 503 60 42 294 105 189 6997 1363 1165 118 79 198 1047 323 114 59
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=2 0 8 1 3 8 3 3 0 2 8 4 2 8 1 3 8 1 3 3 4 0 8 4 3 8 0 8 8 1
split_gain=1.8228 0.727707 0.654378 0.874563 0.627133 0.531017 1.45493 3.63278 0.529699 1.92752 0.478612 0.472788 1.07629 1.62604 1.08682 0.650882 0.878396 0.698951 0.620137 2.11253 1.10154 0.708209 0.847245 0.568567 2.1461 0.469878 0.826981 0.597074 0.434297 0.393958
threshold=0.2678571428571429 8.5000000000000018 1750.0000000000002 0.11805555555555557 4.4722222222222232 1250.0000000000002 7.1833333333333345 7.9500000000000011 7.5000000000000009 0.23611111111111113 3155.0000000000005 2.5000000000000004 0.23611111111111113 1850.0000000000002 0.13392857142857145 5.2111111111111121 2050.0000000000005 0.23611111111111113 15.41666666666667 9.5277777777777803 8.5000000000000018 1.5000000000000002 2885.0000000000005 5.5000000000000009 10.464285714285717 2985.0000000000005 1.5000000000000002 2940.0000000000005 2450.0000000000005 0.11805555555555557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 28 6 -3 -8 -1 -10 -7 12 13 14 -6 -14 17 -17 19 20 25 22 -22 24 -21 27 -27 -13 -4 -2
right_child=29 5 4 -5 11 10 7 -9 9 -11 -12 18 15 -15 -16 16 -18 -19 -20 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0050141913494987011 0.0052259512098824686 -0.048696636515405081 0.011810451654400873 -0.031856804560101301 0.116865790402541 -0.0322761522210986 0.19538248947754772 -0.051437763287307849 -0.050007463945075076 0.15799782115325561 0.047731346272242167 -0.0016609598711542315 -0.055149015583053185 -0.017536377516990758 0.027637021234994369 -0.044698644927033536 0.064350791653140005 0.026857799379684962 0.0040009391820448959 -0.052722087051150612 -0.0070651415784425495 0.083315088082407077 0.11907938818433723 -0.034849250393323303 0.12452080562253263 0.025424632544360667 -0.053689236033980861 0.059576755215042757 0.055041781600114914 0.0007228791135643921
leaf_weight=106.05294739851995 109.12709923628688 0.56371888186549657 4.5166194777993942 3.069377054692068 0.70148791032443047 4.3851141691037014 0.27837426376936492 0.32096977651599445 0.23264664579255523 0.21366293459686858 0.19524542335420836 24.121852596335156 0.56085909892726737 0.76641009291415674 0.66455600570407114 0.79317545676576606 0.48289276264404168 0.59896958258468658 25.890949625748405 0.47210298088611935 0.79291350305226049 0.60405225188981149 0.15996451629325747 6.5487299819340024 0.2675881909472082 0.4792458051815619 1.0629380488244349 0.40472161397337814 0.66668908298015583 87.52712435184975
leaf_count=8618 3625 38 147 216 36 650 24 60 30 13 6 1635 18 28 40 46 19 33 2019 36 106 21 11 999 20 29 63 21 21 3231
internal_value=-0.000133824 -0.00368408 -0.00312542 -0.0055438 0.000630102 -0.0212046 0.00896622 0.0632016 -0.00478544 0.0495714 -0.0288657 -0.000697242 0.0148156 0.0407541 0.0734576 -0.00789161 0.00624396 -0.0139115 -0.00186274 -0.00621102 0.000106277 0.0409608 0.0141114 -0.0301558 0.0113967 -0.00233372 -0.029104 -0.000650455 0.017371 0.00322172
internal_weight=382.523 185.869 180.125 109.569 70.5567 5.74342 1.16306 0.599344 106.499 0.44631 4.58036 65.3734 4.56835 2.13245 1.36604 2.4359 1.87504 1.39215 60.8051 34.9141 27.6257 1.55693 0.952878 7.28842 0.739691 26.0688 1.54218 24.5266 5.18331 196.654
internal_count=21859 15003 14225 8877 5348 778 122 84 8661 43 656 5180 220 104 76 116 98 79 4960 2941 1886 138 117 1055 56 1748 92 1656 168 6856
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=2 0 8 8 4 8 3 8 4 8 3 3 3 0 3 3 4 3 3 8 8 8 8 4 4 3 4 3 3 8
split_gain=1.67211 0.907323 1.0699 0.793787 0.778744 1.01023 1.04232 0.89412 1.25048 1.80885 1.8364 0.746021 2.11345 0.703027 0.607208 0.588016 0.703732 0.564893 0.588529 1.43266 1.06149 1.03566 1.40564 0.555874 0.521908 0.824401 1.29759 0.825792 1.13782 0.538106
threshold=0.18333333333333338 1.5000000000000002 1075.0000000000002 1500.0000000000002 5.5000000000000009 1650.0000000000002 10.464285714285717 1350.0000000000002 4.5000000000000009 1175.0000000000002 8.0500000000000025 9.2250000000000014 9.5277777777777803 2.5000000000000004 9.2250000000000014 4.6125000000000007 4.5000000000000009 8.9500000000000011 9.9500000000000011 1750.0000000000002 1250.0000000000002 2940.0000000000005 1750.0000000000002 7.5000000000000009 6.5000000000000009 11.414285714285716 10.500000000000002 11.950000000000001 12.366666666666669 1650.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 14 8 9 -3 -11 15 -13 17 -7 -9 -17 -6 19 20 -19 22 24 -21 -20 29 27 -27 -29 -26
right_child=-2 4 3 -5 13 6 -8 11 -10 10 -12 12 -14 -15 -16 16 -18 18 21 23 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.031248980662056315 0.0027390476155581436 -0.0458405438099245 -0.0070484676438791714 0.0017657588466071551 -0.02578271375006724 0.0033053907228769441 0.090954316185820172 0.014215775028261433 -0.033239944590979557 0.033316265883211571 -0.04370828858978186 0.11347181955509378 -0.051512805791064334 -0.029406794625812811 -0.038890747904707035 -0.049469764612924128 -0.014631220555597214 0.037931337762995343 0.063614306564078835 0.012731905474694626 -0.052134215524911848 0.10810033917073486 -0.051111171938332048 0.082621579065224451 -0.047651802401664348 0.11959222232969823 -0.016880328415244721 -0.051358311272969283 0.072143981559903023 0.029649619073659646
leaf_weight=2.478509995674286 218.0223368449771 1.2725323195002731 44.501564065148699 59.958463015609823 3.9468634056619605 18.902719200074706 0.33035259419193508 0.63150054542347689 2.5402041948618717 4.5786754149546454 0.93121804048132606 0.34090634909080098 0.45077422704889614 7.2205363805979053 0.89284387885709193 3.8737465145829901 2.3162617738221343 0.52881418339529618 0.30626253316040664 0.45371004203491316 0.85782230122913461 0.17713433038443316 1.8547292138523515 0.76287889592231295 1.2350358376788788 0.33282703161239646 1.564856031356612 0.29853319366509368 0.49691556021571159 0.27531616252053925
leaf_count=210 8005 91 3654 4964 427 1207 31 27 203 200 89 22 55 1126 76 291 178 46 38 33 97 18 259 40 140 37 182 34 34 45
internal_value=-0.0001315 -0.00394036 -0.00121888 -0.00198924 -0.0090129 -0.00470043 0.00287214 -0.0136994 -0.00331745 0.00788934 0.0202985 -0.0264125 0.0195314 -0.0168814 0.00140221 -0.0317446 -0.0364334 -0.00997325 -0.00314997 0.0169573 -0.0177864 -0.0111516 -0.0144706 0.0565572 0.000598606 -0.00399267 0.0125896 0.0534628 0.0257934 -0.0335608
internal_weight=382.335 164.313 106.939 104.46 57.374 37.0617 20.1259 16.9358 9.32263 6.78243 5.50989 7.61319 0.791681 20.3122 19.7956 6.82151 6.19001 13.0917 9.14484 2.60323 1.38664 6.54161 6.36448 1.21659 4.50975 4.20348 2.69313 1.12828 0.795449 1.51035
internal_count=21859 13854 8828 8618 5026 2470 1314 1156 583 380 289 573 77 2556 1283 496 469 1430 1003 216 143 787 769 73 510 472 287 105 68 185
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=3 2 3 3 0 8 8 8 4 8 4 4 3 8 3 8 0 4 3 8 3 3 3 3 3 3 0 0 8 2
split_gain=1.54452 2.64512 1.01671 0.738796 0.452738 1.11761 0.989642 0.676994 0.80671 0.508929 0.825127 0.470135 0.630487 0.440758 1.15335 1.07014 1.03175 1.4754 0.883785 1.71035 1.53447 1.09654 0.815844 1.05468 0.618457 0.733473 0.652916 1.15448 1.21427 0.941009
threshold=6.6833333333333345 0.5634920634920636 58.500000000000007 9.6833333333333353 2.5000000000000004 1175.0000000000002 2625.0000000000005 1750.0000000000002 5.5000000000000009 2855.0000000000005 12.500000000000002 11.500000000000002 12.775000000000002 1350.0000000000002 9.5277777777777803 1500.0000000000002 2.5000000000000004 4.5000000000000009 9.1833333333333353 1750.0000000000002 9.2250000000000014 9.4142857142857164 8.8730158730158752 9.4142857142857164 8.3541666666666696 6.9500000000000011 8.5000000000000018 4.5000000000000009 2900.0000000000005 0.11805555555555557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 7 -6 -7 11 -9 -10 -11 12 -5 14 22 -15 17 -17 24 21 -21 -20 -2 -24 25 -18 27 -27 29 -29
right_child=1 -3 -4 4 5 6 -8 8 9 10 -12 -13 -14 15 -16 16 18 -19 19 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0022919355676231249 0.0059010688809568845 0.1309472584151615 -0.00028612669181837086 -0.00066511451075384402 0.060137457886287327 -0.044421382819575778 0.023758248122695929 0.090909299342336325 -0.035916263644108541 -0.023517361201940853 0.10739021699093586 -0.016862811008178394 0.063898046393913582 -0.025123655128055575 0.10838802010369186 0.047087879504840752 -0.042739671519593354 -0.00050640241476167561 0.16050770991545144 0.091143928049509548 -0.03713976162353496 0.010038502935116789 -0.044216253080013465 0.034761903809417793 -0.037520631353347995 -0.014180589896123821 -0.037755101054014382 -0.029210178939463038 0.094419066283578323 0.031139753823206651
leaf_weight=241.83209278747452 11.130463253148799 0.3605754217132916 68.311272011819781 5.9500367339667317 0.3252498708825432 4.1440653845293127 0.61067330413607113 0.14090079860761662 4.6428534304796756 0.43014824949204911 0.16714901896193624 5.1744650358173203 0.40379691775888193 7.5187373420150427 0.25089817214757282 1.9782990369130953 1.5872948331998511 9.2043922707639094 0.29980953195447924 0.30044253153027956 1.0401008911048846 0.20310175212080139 1.8555507488713385 0.54742307344895369 2.6460518842641525 6.3549661293197879 1.4445855045396463 1.0063278059603966 0.49550070310942818 1.8035497928308357
leaf_count=9000 814 8 5253 758 44 666 59 7 754 57 23 783 25 706 24 135 124 1042 20 10 96 31 191 45 289 447 216 91 13 128
internal_value=-0.00012943 -0.00430223 -0.00465065 -0.0088114 -0.0164416 -0.0295309 -0.0356648 -0.0125092 -0.0271528 -0.0303273 0.0131161 -0.00567401 0.00343798 -0.0054333 0.00216622 -0.00835262 -0.00390701 0.00791337 -0.0116003 0.0211098 -0.00838883 0.0997404 0.000196964 -0.0262242 -0.0155316 -0.0109474 -0.00640309 -0.00171478 0.0222522 0.00952607
internal_weight=382.161 140.329 139.968 71.6568 21.9893 5.07999 4.75474 16.9094 5.38105 5.24015 0.597297 11.5283 6.35383 49.6675 13.7843 35.8832 28.3644 11.1827 17.1817 1.84345 1.34054 0.502911 13.5334 2.40297 15.3383 12.6922 11.1049 9.66034 3.30538 2.80988
internal_count=21859 12859 12851 7598 3176 769 725 2407 841 834 80 1566 783 4422 1074 3348 2642 1177 1465 157 106 51 1050 236 1308 1019 895 679 232 219
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=3 3 8 2 0 8 8 8 2 3 3 2 2 1 2 3 8 3 3 3 8 3 8 3 3 0 3 3 2 1
split_gain=1.43252 1.201 0.782844 1.68241 0.960975 0.59332 1.02634 0.733902 0.828277 0.696953 0.539633 0.69836 0.492013 1.25391 0.738992 0.538357 0.511205 0.755018 1.49526 0.624573 0.896136 0.87114 0.791156 1.32738 0.754202 0.717202 0.701906 0.623046 0.622318 1.2131
threshold=4.8166666666666673 4.9500000000000011 3295.0000000000005 0.23611111111111113 1.5000000000000002 3205.0000000000005 2760.0000000000005 2885.0000000000005 0.78888888888888908 3.3541666666666674 3.4722222222222228 0.38750000000000007 0.64583333333333337 0.15476190476190479 0.58571428571428574 5.6125000000000007 2985.0000000000005 8.7638888888888911 10.267857142857144 6.6833333333333345 2885.0000000000005 14.833333333333334 2900.0000000000005 8.1547619047619069 9.6833333333333353 5.5000000000000009 6.7638888888888902 9.1833333333333353 0.11805555555555557 0.13392857142857145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 12 4 -4 6 -1 -8 10 -7 -9 -12 14 15 16 -14 19 -18 -19 20 -3 22 24 -24 25 26 -21 -25 -27 -30
right_child=1 2 3 -5 -6 9 7 8 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 21 -22 -23 23 27 -26 28 -28 -29 29 -31
leaf_value=0.0028977972157505309 -0.04546535040379196 0.0018877023747377892 0.049839482569257021 0.095918258659136946 -0.054167902145403402 0.0014252649128371165 0.050183374505795332 0.051761736541971616 -0.013573631811422258 -0.055467971614059031 0.040611072496933506 -0.010788297162215936 0.062991044748078248 -0.026801786569899441 -0.043612708813258627 0.012846889205627805 -0.036278896915547802 0.10100470816890779 -0.021490734622618614 -0.051958217534162771 -0.053768658736124346 -0.00051769441121931172 0.078844519422187953 -0.043741539978839922 -0.017924649063291952 -0.040978552674753921 -0.0023362295384302288 0.034330033948478188 0.0052187612906925002 -0.049052608006192905
leaf_weight=151.93389231355064 1.6335651326753566 71.569883813093071 0.38369369436986633 0.6297976152272895 0.52729054819792509 1.2933466192334884 1.7394758242880914 1.3651030138134954 1.9388892240822313 0.92206481285393227 1.2339211651124062 1.4229320139857007 1.1139660775661466 1.0982404844253322 1.1131123605082383 1.0303572928532956 2.5950370017817472 0.33724534748762358 0.95342855993658304 0.72620718252278393 0.73062651907093723 69.761155758264508 0.6867003112565716 0.60240030940622069 18.541370086370762 2.4265993549195164 38.147372609456895 0.44382945937104523 3.627881270334683 1.4377181653244404
leaf_count=4822 84 3568 27 23 25 31 36 20 47 36 33 44 24 44 59 18 143 23 87 52 31 5542 27 26 2743 405 3325 24 361 129
internal_value=-0.000127177 -0.00275282 -0.00243347 0.0330806 -0.0103615 0.00344373 0.00380037 0.0216088 0.0132703 -0.022254 0.0262111 0.0130831 -0.0026857 0.0166448 -0.00297901 0.0388965 -0.00276625 -0.0207354 0.0105166 -0.00243169 0.00132527 -0.0044231 -0.00851141 0.0248304 -0.00940159 -0.00599327 -0.00326323 -0.0106222 -0.0201582 -0.0101845
internal_weight=381.967 220.117 218.484 1.54078 0.910984 161.85 159.634 7.70032 5.96085 2.21541 4.02196 2.65685 216.943 3.24256 213.701 2.14432 212.587 3.88571 1.29067 208.702 72.3005 136.401 66.6401 1.73293 64.9071 46.3658 38.8736 1.04623 7.4922 5.0656
internal_count=21859 16790 16706 75 52 5069 5002 180 144 67 97 77 16631 86 16545 42 16486 253 110 16233 3599 12634 7092 77 7015 4272 3377 50 895 490
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=2 0 8 8 4 8 3 8 4 8 3 3 3 3 3 0 3 0 3 3 3 3 3 8 8 8 8 4 3 4
split_gain=1.30851 0.771866 0.952013 0.719363 0.659946 0.927748 0.896206 0.819318 1.15994 1.67632 1.60418 0.709978 0.87495 2.79422 0.662624 0.92011 0.655568 0.645543 0.55681 0.556273 0.508723 0.622109 0.495497 1.22059 0.977315 0.8418 1.25041 0.808921 1.37787 1.42203
threshold=0.18333333333333338 1.5000000000000002 1075.0000000000002 1500.0000000000002 5.5000000000000009 1650.0000000000002 10.464285714285717 1350.0000000000002 4.5000000000000009 1175.0000000000002 8.0500000000000025 7.8660714285714297 9.3541666666666696 9.2250000000000014 8.3541666666666696 3.5000000000000004 4.6125000000000007 2.5000000000000004 9.2250000000000014 8.9500000000000011 7.7071428571428582 8.5357142857142865 9.9500000000000011 1750.0000000000002 1250.0000000000002 1500.0000000000002 2940.0000000000005 6.5000000000000009 11.414285714285716 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 18 8 9 -3 -11 16 13 14 15 -13 -9 19 -7 -6 -10 -22 23 24 -21 27 -27 -24 -29 -30
right_child=-2 4 3 -5 17 6 -8 11 20 10 -12 12 -14 -15 -16 -17 -18 -19 -20 22 21 -23 25 -25 -26 26 -28 28 29 -31
leaf_value=0.029272549668120304 0.0024002334534721256 -0.045398588829987686 -0.0066001396435119587 0.0018154200603818079 -0.024973285598766368 0.0033127628813877912 0.082205156926553447 0.013028195065558855 -0.052655937609529406 0.030670701007452467 -0.043097713361150536 0.091619896000281364 -0.05150610417938465 0.17550217755215886 -0.05083589688547973 -0.041855108870992828 -0.040737416993500017 -0.028086179495291776 -0.038098242866195092 0.034481204723984395 0.025488587447966844 -0.051399843437710382 0.095267029417237525 0.0511385464089694 -0.051992128531523241 -0.039000490518201425 0.091386970962921615 -0.046921493602969502 0.066621177919343785 -0.014260771957200054
leaf_weight=2.5327344384876644 218.92855116353581 1.2280733235141399 44.090123109329639 59.882523061650701 3.8346115171202966 18.872056859192462 0.35037544049555336 0.64165629306808014 1.3815682636341082 4.7085326215801899 0.87373094376380311 0.27324171471798286 0.55011457220280124 0.2458367533981799 0.53367641870033822 0.24478501261546626 4.869907895662493 6.8165617788231279 0.84822139957395748 0.54883276058171604 0.62558502517640568 0.45399876014198526 0.24001959234010461 1.2751305640803137 0.80747207382864872 2.6507478122932189 0.19757943972945202 1.0510066075876241 1.0013105785474183 1.1884105973622352
leaf_count=210 8005 91 3654 4964 427 1207 31 27 105 200 89 18 70 7 61 31 359 1126 76 46 45 53 26 73 97 409 18 123 80 131
internal_value=-0.000124247 -0.00351871 -0.00101544 -0.00175324 -0.00825317 -0.00429644 0.00293989 -0.0130296 -0.00314217 0.00748941 0.0191245 -0.0254862 0.0013366 0.0237402 -0.0117343 0.0285485 -0.034478 -0.0156578 0.00153157 -0.00903662 -0.0325612 -0.0068454 -0.00221659 0.0160181 -0.0170004 -0.009798 -0.0299559 0.00669741 0.000137635 0.0227247
internal_weight=381.747 162.818 106.505 103.973 56.313 36.7014 20.0707 16.6307 9.27149 6.81034 5.58226 7.35922 1.84765 1.29754 1.0517 0.518027 5.51156 19.6117 19.7203 12.7951 2.46115 1.07958 8.96051 2.63144 1.3563 6.32907 2.84833 3.48075 3.24073 2.18972
internal_count=21859 13854 8828 8618 5026 2470 1314 1156 583 380 289 573 187 117 110 49 386 2556 1283 1430 203 98 1003 216 143 787 427 360 334 211
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=3 3 8 2 0 8 8 3 8 2 3 3 4 8 3 3 4 2 0 1 3 8 3 1 3 2 2 3 3 0
split_gain=1.20576 1.14243 0.67543 1.37894 0.879497 0.542216 0.908393 0.668039 0.632906 0.734544 0.459663 0.644474 0.698403 0.452716 0.664943 1.23049 0.435881 0.433187 0.660942 0.611003 0.759596 0.91013 1.15638 1.00349 0.656114 0.575421 1.19518 0.857078 1.55224 1.43664
threshold=4.8166666666666673 4.9500000000000011 3295.0000000000005 0.23611111111111113 1.5000000000000002 3205.0000000000005 2760.0000000000005 3.3541666666666674 2885.0000000000005 0.78888888888888908 3.4722222222222228 4.2111111111111121 2.5000000000000004 2985.0000000000005 8.7638888888888911 10.267857142857144 6.5000000000000009 0.2678571428571429 8.5000000000000018 0.29285714285714287 8.4142857142857164 1750.0000000000002 6.9500000000000011 0.35416666666666669 5.4722222222222232 0.64583333333333337 0.58571428571428574 5.354166666666667 5.2111111111111121 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 13 4 -4 6 -1 -7 -8 10 -10 12 -12 17 16 -16 -15 18 -3 25 21 -21 23 24 -23 26 27 28 29 -19
right_child=1 2 3 -5 -6 7 8 -9 9 -11 11 -13 -14 14 15 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026271258005806444 -0.044934292682495151 -0.0028217135434609008 0.04522381152104344 0.084073454011991539 -0.053975428268560138 0.0012306612816302225 0.046240509056606496 -0.055133472193708934 0.047458120821525993 -0.013101597520375517 -0.032468750773256193 0.045946707725277966 0.031433843999183649 -0.043025119443321533 0.086710863284102158 -0.020982262583279461 0.016386586631621732 -0.010198443959387026 -0.021084792299255417 -0.032586154124351466 0.042781996091606829 0.095663812830399514 -0.053021442207574543 -0.032010034732297958 0.023202839357209473 0.028021633415588328 -0.05129206129408849 0.0085996126829735176 -0.038029104449936159 0.041509580831745704
leaf_weight=152.47828770254046 1.5778605757573121 158.81219588702015 0.40046543930657097 0.68024066812358797 0.50545488903298974 1.2965924069285386 1.7874806943000283 0.88418785034446035 1.4097249135375021 1.9263358693569896 1.0174873038195076 0.92566251545213152 0.7374769840389489 2.1597281616122928 0.36939532381074947 0.94071163819171488 0.36020886199548829 4.5054022869602459 5.113505289787212 3.7365756582130407 0.58427953417412926 0.46936713399372842 0.62833550877985533 0.55452268843328045 0.93414744452456944 2.4080152248498043 0.99382638531096645 28.404621162857211 3.0656240112293744 1.9139519825384921
leaf_count=4822 84 13411 27 23 25 31 36 36 20 47 29 27 21 119 23 87 25 172 744 202 28 30 36 30 39 51 42 1343 121 128
internal_value=-0.000122369 -0.00254253 -0.00223506 0.0302735 -0.010124 0.00314177 0.0034787 -0.0216219 0.0201168 0.0123558 0.0243449 0.0121898 -0.00561539 -0.00247383 -0.0195109 0.00938269 -0.0345326 -0.00216621 -0.00339141 0.00200074 -0.0117635 -0.0168038 0.00599712 0.0249362 0.0474354 0.00430322 0.00283436 0.00425407 -0.0087595 0.00521848
internal_weight=381.582 219.118 217.541 1.58616 0.90592 162.463 160.282 2.18078 7.80417 6.01669 4.09035 2.68063 1.75496 215.954 3.83004 1.31011 2.51994 212.124 163.926 48.1987 6.90723 6.32295 2.58637 1.95804 1.40351 41.2914 38.8834 37.8896 9.48498 6.41935
internal_count=21859 16790 16706 75 52 5069 5002 67 180 144 97 77 50 16631 254 110 144 16377 14155 2222 365 337 135 99 69 1857 1806 1764 421 300
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=2 1 0 8 4 8 3 3 8 0 3 3 3 0 3 8 8 4 3 3 3 8 3 3 3 3 0 3 3 3
split_gain=1.09671 0.712713 0.575048 0.84175 0.732967 0.832271 0.946047 0.902365 0.648794 0.611857 0.595862 0.840765 0.515666 0.509983 0.540243 0.503049 0.708906 1.49385 1.50597 0.9042 0.804978 0.63286 0.576143 0.643135 0.550629 0.731413 0.595891 0.64494 0.457314 0.485135
threshold=0.18333333333333338 0.13392857142857145 1.5000000000000002 1075.0000000000002 5.5000000000000009 1750.0000000000002 10.464285714285717 9.2250000000000014 1500.0000000000002 2.5000000000000004 4.3166666666666673 4.6125000000000007 8.9500000000000011 7.5000000000000009 4.4722222222222232 1075.0000000000002 1350.0000000000002 4.5000000000000009 8.1055555555555561 7.5357142857142865 4.6125000000000007 1500.0000000000002 7.7071428571428582 8.5357142857142865 9.7071428571428573 9.2250000000000014 3.5000000000000004 7.7638888888888902 58.500000000000007 11.950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 7 10 28 12 -7 -12 -6 14 -4 -16 17 18 -17 20 -18 -22 -19 -24 25 26 -21 -28 29 -5
right_child=-2 -3 4 8 9 6 -8 -9 -10 -11 11 -13 -14 -15 15 16 19 22 -20 24 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.027286634396371946 0.0021830844095650183 -0.051372747189701112 -0.056095007966853662 -0.0092294718590918562 -0.024189037410102841 0.055749465947740551 0.088940136063682312 -0.052537361687253828 0.001812721206967747 -0.02735098852660613 -0.054747444440055838 0.0067291936175509926 -0.0020544145855162857 -0.042240242637348296 -0.042541694501224844 0.032328896888737434 0.040272859273258681 -0.052480314613993634 -0.042384923992277439 0.028749340762576455 -0.044188445347489974 -0.012216461111754491 0.033959022139292715 -0.051396390197986475 -0.051650836941034645 0.068112566366579738 0.044422357024966282 -0.051657011290279435 -0.0026791430257810346 -0.033246150932397932
leaf_weight=2.5905545119245508 219.50446290032369 0.76549656024809465 0.56239561078837752 11.485511241916518 3.7320911955057197 0.58490115505264739 0.33260442098253484 0.6817622658491026 59.877009124529479 6.6123382187635675 0.57926087504347279 13.941521463092498 8.9206414379790981 1.144795050646535 0.90974909841316076 4.539720437549934 0.4603801757330056 1.1467779212980533 0.79214228643104423 1.072223862617421 3.1061216103836955 3.0850610471688924 0.56362127885222424 0.36270909634185955 0.32041171635319177 0.56422005992862967 0.23693678178824473 0.6645402091597532 29.678660249156259 2.5739120455025377
leaf_count=210 8005 79 25 936 427 17 27 63 4964 1126 27 843 1003 206 82 174 23 87 65 83 199 236 37 39 37 32 17 72 2332 386
internal_value=-0.000119498 -0.00324157 -0.0030129 -0.000864958 -0.00716688 -0.00292066 0.00548844 0.00373031 -0.0015688 -0.0150249 0.00626983 0.00427678 -0.00858331 -0.00986088 -0.0078449 -0.00632254 -0.00437452 0.00722543 0.0212288 -0.0134069 -0.0235136 -0.0282568 -0.0287902 0.000537702 0.0101121 0.0179097 0.00355822 -0.0264043 -0.00619806 -0.0136263
internal_weight=381.393 161.888 161.123 106.206 54.9169 35.6519 16.1201 15.7874 103.615 19.2651 15.1057 14.5208 12.6527 19.5318 18.387 17.8246 16.9149 7.40497 5.33186 9.5099 6.65156 6.19118 2.07311 0.92633 2.85833 2.53792 1.9737 0.901477 43.7381 14.0594
internal_count=21859 13854 13775 8828 4947 2391 977 950 8618 2556 887 870 1430 1414 1208 1183 1101 402 239 699 458 435 163 76 241 204 172 89 3654 1322
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=3 0 3 0 8 8 8 4 8 4 4 3 3 8 3 3 4 8 3 3 8 3 0 3 3 0 0 4 0 8
split_gain=1.02276 0.508641 0.869308 0.397001 1.10079 0.945468 0.676876 0.67352 0.437515 0.693411 0.425526 0.516474 0.38601 0.361998 0.648379 0.587258 0.475683 0.588316 0.696753 0.300129 0.650729 0.593479 0.456064 0.826476 0.355987 0.346087 0.4264 0.294708 0.591915 0.836962
threshold=6.0500000000000007 1.0000000180025095e-35 9.6833333333333353 2.5000000000000004 1175.0000000000002 2625.0000000000005 1750.0000000000002 5.5000000000000009 2855.0000000000005 12.500000000000002 11.500000000000002 12.775000000000002 6.1055555555555561 1500.0000000000002 12.366666666666669 15.41666666666667 13.500000000000002 1650.0000000000002 14.41666666666667 2.3541666666666674 3585.0000000000005 2.4722222222222228 1.5000000000000002 1.1250000000000002 1.9500000000000002 4.5000000000000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 2900.0000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 12 6 -5 -6 10 -8 -9 -10 11 -4 -3 -12 -15 16 -16 -18 -19 22 21 -21 24 -24 -1 -25 -27 -14 -29 -30
right_child=1 2 3 4 5 -7 7 8 9 -11 13 -13 27 14 15 -17 17 18 -20 20 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0077313200009169851 -4.4035384990635604e-05 -0.05372082194059441 0.00069878196448266972 0.061880692093949453 -0.043622969442058734 0.02359925314055368 0.076866596657071629 -0.034842364899039073 -0.024362288312666028 0.090580100900469723 -0.023779264008120367 0.057789058030383124 -7.6491724817104526e-05 -0.051172738806882015 0.0026814600006146902 -0.051179656918461852 0.14716563447555825 0.10346336279253057 -0.051172159214986926 -0.052337413885063237 -0.055168032764784158 0.0014546844162447187 0.054895452801211525 0.0059455451278614888 0.005760294770360861 0.03835459581191359 0.00042971391629704716 -0.0049541330805454378 -0.051244026191268326 0.049472856617177215
leaf_weight=7.9520943012900327 68.017744869330073 0.37246329957268542 5.7973493497914941 0.320259201740554 3.724477243798674 0.60853518009025709 0.15426263958215614 4.3540089253919518 0.44158166577108193 0.18668112484738231 3.4865001414405583 0.42521037580445398 40.447383185599904 0.36854722621046665 0.39132660976611056 0.20153582363855094 0.18391053681261837 0.16016160044819117 0.13361731055192649 0.51417814775777415 0.51149931433610518 184.98985897023201 1.0213712009244797 16.876250815597135 12.694287764071305 1.957879919355036 1.1926192617611375 22.118656878697866 1.3826763635545507 0.24244055413873855
leaf_count=297 5253 39 758 44 666 59 7 754 57 23 519 25 2562 67 70 33 37 30 27 19 17 6961 29 375 300 30 43 2522 223 13
internal_value=-0.000116742 -0.00327082 -0.00583777 -0.0146909 -0.0275707 -0.0341822 -0.0110106 -0.0260282 -0.029214 0.00979153 -0.00409116 0.00459997 -0.00296671 -0.0150708 0.00602732 0.025719 0.0435527 0.0770347 0.0331316 0.0020097 0.00115029 0.00130558 0.00584384 0.011023 0.000563908 0.00878548 0.0239982 -0.00267221 -0.007094 -0.0362187
internal_weight=381.229 153.519 85.5016 20.938 4.65327 4.33301 16.2847 5.13653 4.98227 0.628263 11.1482 6.22256 64.5636 4.9256 1.4391 1.07055 0.869016 0.477689 0.293779 227.71 186.016 185.504 41.6945 21.0481 20.6464 20.0267 3.1505 64.1912 23.7438 1.62512
internal_count=21859 13788 8535 3176 769 725 2407 841 834 80 1566 783 5359 783 264 197 164 94 57 8071 6997 6980 1074 477 597 448 73 5320 2758 236
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=3 3 8 2 0 8 8 3 8 8 4 3 1 0 4 2 2 3 1 0 3 0 8 8 0 8 8 2 3 1
split_gain=0.941429 1.09009 0.601647 1.18234 0.804054 0.484712 0.801661 0.632388 0.580808 0.430591 0.63065 0.486003 0.383365 0.380062 0.75305 0.352294 0.882987 1.91194 2.12229 0.978766 0.704518 0.697692 1.15276 0.98839 0.826984 1.15814 0.903699 0.836268 0.96249 1.93276
threshold=4.8166666666666673 4.9500000000000011 3295.0000000000005 0.23611111111111113 1.5000000000000002 3205.0000000000005 2760.0000000000005 3.3541666666666674 3050.0000000000005 2985.0000000000005 6.5000000000000009 10.267857142857144 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.38750000000000007 0.41428571428571431 4.154761904761906 1.0000000180025095e-35 9.5000000000000018 3.8944444444444448 5.5000000000000009 1950.0000000000002 1850.0000000000002 2.5000000000000004 1350.0000000000002 1075.0000000000002 0.58571428571428574 3.5277777777777781 0.38750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 9 4 -4 6 15 -7 13 -3 12 -12 -11 14 -8 -1 17 18 -17 -19 -20 24 23 -23 26 -26 -18 -27 -29 -30
right_child=1 2 3 -5 -6 7 8 -9 -10 10 11 -13 -14 -15 -16 16 21 19 20 -21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.0032075039469479922 -0.044407113211532324 -0.001897225330701917 0.041051220846084452 0.076299166718175382 -0.053794156418240084 0.00094482782374432283 0.045579684763726744 -0.054757714252916728 0.0029491824407974002 -0.05403642114324634 0.040834745828817062 -0.017491795967697787 -0.013023102273914912 0.044328616400164382 -0.013188737815705079 0.12142461938108562 -0.042891472888261006 -0.0297577000336013 -0.0099347137035281363 0.025016737889836289 0.056040960837652344 -0.0052154041728895671 -0.051678667352162977 0.049999164228571917 0.022486481630311028 -0.01357350521940523 0.00092843022581933366 0.0023638792291992873 0.011762576294725388 0.078826905279865189
leaf_weight=24.633978080088468 1.5237605740403513 210.92619290479206 0.41689015901647397 0.71727068559266627 0.48159598326310515 1.2996037499979132 1.0585514362901443 0.83814446709584434 3.3909114900743589 1.2488539721525738 0.60824249825236598 0.86513647600077093 1.0478383383160688 2.3385872197104618 1.1237983889877794 0.82240596259362009 1.2030571668422059 1.6382915615322418 0.81584911035315577 1.6240632090421059 0.80280036132126043 19.022781701185984 1.2877465469791776 0.84658547732396883 11.90291842560873 5.4445672692381768 53.456939917556717 21.856690293565865 6.5146569856540273 1.2864721657388143
leaf_count=894 84 16377 27 23 25 31 26 36 77 78 41 86 49 43 34 19 45 53 26 76 25 874 47 33 264 156 1600 506 183 21
internal_value=-0.00011348 -0.00226469 -0.00196783 0.0284288 -0.00978668 0.00275775 0.00307166 -0.0208944 0.0185916 -0.00219659 -0.0189453 0.00658665 -0.0353246 0.0303241 0.015317 0.00226994 0.00331978 0.0225517 0.0560187 -0.00248993 0.0227872 0.00242672 -0.00583406 -0.00286285 0.00414583 0.00900871 -3.60383e-05 0.00443852 0.00774515 0.0228221
internal_weight=381.045 217.836 216.312 1.61576 0.898486 163.209 161.072 2.13775 7.91185 214.696 3.77007 1.47338 2.29669 4.52094 2.18235 153.16 128.526 5.70341 2.44106 3.26235 1.61865 122.822 21.1571 19.8694 101.665 47.0053 54.66 35.1024 29.6578 7.80113
internal_count=21859 16790 16706 75 52 5069 5002 67 180 16631 254 127 127 103 60 4822 3928 199 70 129 51 3729 954 907 2775 1130 1645 866 710 204
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=3 2 3 3 8 3 8 3 3 3 1 1 3 3 0 4 3 0 4 3 3 8 3 8 8 3 0 8 3 2
split_gain=0.878428 2.22205 0.748014 0.66686 0.406245 1.05076 0.967094 0.942566 0.738321 0.976648 0.614021 0.904882 0.660681 0.613349 0.625354 0.687216 0.661983 0.592182 1.25116 0.686558 1.32649 0.984741 0.823187 1.01852 2.20711 0.757744 0.706861 0.651486 0.670051 1.15814
threshold=6.6833333333333345 0.5634920634920636 14.833333333333334 9.6833333333333353 1350.0000000000002 9.5277777777777803 1500.0000000000002 6.9500000000000011 8.8730158730158752 9.4142857142857164 0.29285714285714287 0.23611111111111113 8.3166666666666682 6.7638888888888902 3.5000000000000004 5.5000000000000009 7.6125000000000007 2.5000000000000004 4.5000000000000009 9.1833333333333353 9.3541666666666696 1750.0000000000002 8.1547619047619069 2900.0000000000005 2985.0000000000005 9.2250000000000014 3.5000000000000004 1650.0000000000002 7.154761904761906 0.31666666666666671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 13 -8 10 -10 11 12 -2 -6 15 16 -15 18 -9 22 21 -21 23 26 -25 -23 -19 -28 -29 -30
right_child=1 -3 -4 -5 6 -7 7 17 9 -11 -12 -13 -14 14 -16 -17 -18 19 -20 20 -22 25 -24 24 -26 -27 27 28 29 -31
leaf_value=0.001693040974059374 -0.0004259420622123169 0.11804034959455544 -3.8179975318666062e-05 -0.015566803351549805 0.05178233730513198 0.1025387563228105 -0.041796108327727378 0.043168990108828659 -0.043545307999123151 0.032380359013682324 -0.053179445368640249 0.084040057725689996 0.031442986163665532 -0.033290322150814143 -0.045652196732196157 -0.034730124259031964 0.025544887819455877 -0.030162226189758556 -2.3380063164463544e-05 0.12321765765182591 -0.033649112238216608 0.082665561076252475 -0.030334738110021676 0.11428885406336345 -0.028350455961847446 -0.017754654597448273 -0.051702220640270857 -0.030436314576116619 0.0077902605391251128 0.10781828693562608
leaf_weight=243.46180493928733 8.1866746857663113 0.37621766235679288 70.228813185704709 18.28392544018493 0.25983980970340681 0.25996614061296064 1.4818048708011726 2.0548562621988848 1.7199337755059798 0.56192435561752052 0.41610865771508621 0.38448806454835072 2.0294327226656597 0.72572584687361574 2.6274207801995999 2.1257944199522854 1.4011221840580672 2.6875258387383365 9.1090875660286041 0.35831704070068215 0.68023710798888704 0.31647180148866028 3.9480647831167905 0.53839794744271674 0.54645375213294756 0.46222597439191304 0.53047745145522629 0.98756203322955105 3.7787844199367555 0.3133704182528162
leaf_count=9000 616 8 5620 2809 18 24 124 135 191 45 25 20 153 55 271 287 75 223 1042 20 84 10 412 16 30 43 58 92 331 22
internal_value=-0.000110799 -0.0033075 -0.00364072 -0.00742955 -0.0043614 0.00298448 -0.00721251 -0.00299596 0.00103835 -0.0248481 0.00640013 0.00873883 0.00590483 -0.0236263 -0.0264743 -0.0146256 0.00546906 -0.000810855 0.00792669 -0.00725039 0.02158 0.0546217 -0.0111806 -0.00312078 0.0424396 0.0230573 -0.00907738 0.00102317 0.00652931 0.0154502
internal_weight=380.843 137.381 137.005 66.776 48.4921 13.5585 34.9335 27.7936 13.2986 2.28186 11.0167 10.6006 10.2161 7.1399 6.88006 4.25264 2.12685 26.3118 11.1639 15.1479 1.81725 1.13701 13.3306 9.38257 1.08485 0.778698 8.29772 5.61019 5.07972 4.09215
internal_count=21859 12859 12851 7231 4422 1074 3348 2642 1050 236 814 789 769 706 688 417 130 2518 1177 1341 157 73 1184 772 46 53 726 503 445 353
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
recent_avg_finish=586
distance_m=362
recent_runs=247
recent_top3_rate=179
recent_best_finish=156
recent_win_rate=120

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 500]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[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]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 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:[]