tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=10
objective=cross_entropy
feature_names=adm_past_year agegroup_rm an110mdc_ra count_proc flag_emergency indstat_flag pacemaker pat_remoteness cc_copd cc_spina_bifida cc_tetplg_prplg_dplg_hmplg_dt
feature_infos=[0:292] -1:7:6:3:5:2:4:8:0:1:9 -1:6:5:8:14:1:4:11:3:21:9:23:2:13:10:7:18:19:12:20:16:22:15:0:24 [0:50] -1:1:0 -1:0:1 -1:0 -1:0:1:2:3 -1:0 -1:0 -1:0
tree_sizes=2734 2613 2543 2842 2833 2487 2843 2354 3019 2830 2815 2595 2923 2658 2667 2819 2760 2199 3517 2839 2593 2847 2950 2790 2408 2244 3182 2683 2693 2569 2744 2906 2909 2775 3183 2860 2766 3192 2575 2804 2912 2720 2631 2464 3137 2713 3371 3054 3043 2920 3109 2510 3528 3536 3497 3007 3436 2574 3120 3085 2410 3491 3250 3429 2725 3321 2961 3347 3239 3337 3326 3386 3271 3748 2519 3290 3222 2379 3098 3444 3911 3214 3410 2598 2681 3072 3605 3579 3919 2829 2858 2906 2878 2403 3026 3076 2768 2950 2995 3526 2897 2765 3410 3713 3176 3365 3143 2525 2767 3104 2205 3439 3230 2656 2879 2774 3140 3268 2862 3064 2865 2660 2384 2785 2951 3125 3325

Tree=0
num_leaves=25
num_cat=9
split_feature=2 2 0 4 3 0 9 3 1 0 10 3 10 1 0 3 3 3 1 3 3 0 3 3
split_gain=202.143 43.078 21.579 19.1736 7.11697 3.91393 3.90665 3.22853 1.78296 1.4672 1.07615 0.814099 0.475769 0.395629 0.388393 0.315276 0.173815 0.13778 0.0559315 0.0226729 0.016883 0.016109 0.00537212 0.000532053
threshold=0 1 1.0000000180025095e-35 2 4.5000000000000009 12.500000000000002 3 3.5000000000000004 4 17.500000000000004 5 3.5000000000000004 6 7 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 13.500000000000002 8 20.500000000000004 13.500000000000002 15.500000000000002 16.500000000000004 16.500000000000004
decision_type=9 9 2 1 2 2 9 2 1 2 9 2 9 1 2 2 2 2 1 2 2 2 2 2
left_child=9 2 7 5 6 8 10 12 -4 19 -3 15 -2 -9 16 -5 -6 -10 -13 -1 21 -16 -15 -20
right_child=1 4 3 11 14 -7 -8 13 17 -11 -12 18 -14 22 20 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=-10.230014898656929 -10.49476707143552 -10.529165761289848 -10.464031443968306 -10.4622399642065 -10.470485956377138 -10.4622399642065 -10.4622399642065 -10.4622399642065 -10.355969193608193 -10.4622399642065 -10.4622399642065 -10.4622399642065 -10.4622399642065 -10.449073743241486 -10.452481648251609 -10.479439773690933 -10.4622399642065 -10.4622399642065 -10.457107023422878 -10.4622399642065 -10.4622399642065 -10.4622399642065 -10.4622399642065 -10.4622399642065
leaf_weight=10.334013437064637 33.727865504166402 157.44364827696518 3.7842781532363019 1.1058339996834607 10.324891800628389 1.5161932614282694 0.036572329159752281 2.8500395775463403 20.903673914477629 0.14677542265599264 0.2896905916477398 1.1139262351425712 0.3026724817482308 6.2297345522983942 3.7103328497123584 15.893064658290312 0.70419605177267008 0.042377006891910152 2.3399427989061223 0.0022589632553725583 0.086155142891584435 0.079807170199273858 0.019186890434866544 0.0050612214708961592
leaf_count=361399 1179524 5506087 132343 38673 361080 53024 1279 99671 731039 5133 10131 38956 10585 217865 129757 555809 24627 1482 81832 79 3013 2791 671 177
internal_value=-10.4622 -10.4932 -10.4436 -10.4071 -10.519 -10.3756 -10.5271 -10.4829 -10.3704 -10.277 -10.5287 -10.4691 -10.4935 -10.4574 -10.4622 -10.4771 -10.4672 -10.3735 -10.4606 -10.23 -10.453 -10.4527 -10.452 -10.4583
internal_weight=0 262.509 89.8339 46.7044 172.675 26.2465 157.77 43.1295 24.7303 10.483 157.733 20.4578 34.0305 9.09896 14.9054 16.9989 11.0291 20.9461 3.45893 10.3363 3.8763 3.79014 6.24892 2.345
internal_count=9547027 9180416 3141651 1633335 6038765 917888 5517497 1508316 864864 366611 5516218 715447 1190109 318207 521268 594482 385707 732521 120965 361478 135561 132548 218536 82009
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=512 8654082 2 1 7 1 1 556 564
is_linear=0
shrinkage=1


Tree=1
num_leaves=26
num_cat=10
split_feature=2 2 3 3 4 0 9 4 10 0 10 1 0 1 0 0 3 3 1 3 3 3 0 3 3
split_gain=179.291 39.2064 20.5604 6.73137 6.01673 4.52941 3.78884 2.75663 1.62289 1.27128 1.04166 1.02701 0.907804 0.659441 0.419825 0.373399 0.252965 0.16858 0.125086 0.126 0.0196414 0.0166618 0.0159025 0.00246681 2.00006e-05
threshold=0 1 2.5000000000000004 4.5000000000000009 2 1.5000000000000002 3 4 5 17.500000000000004 6 7 12.500000000000002 8 11.500000000000002 1.5000000000000002 13.500000000000002 10.500000000000002 9 1.0000000180025095e-35 20.500000000000004 13.500000000000002 15.500000000000002 3.5000000000000004 16.500000000000004
decision_type=9 9 2 2 1 2 9 1 9 2 9 1 2 1 2 2 2 2 1 2 2 2 2 2 2
left_child=9 2 5 6 14 8 10 12 11 20 -3 -2 13 -7 16 17 -4 -5 -9 -20 -1 22 -17 -6 -25
right_child=1 3 4 15 23 7 -8 18 -10 -11 -12 -13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.21137216273610121 0 -0.0650237800896898 0.080138950797147945 -0.0080526582468954683 -0.00084508841224970391 0 0 0 0 0 0 -0.033905229820269563 0 0.031290295956436558 0 0.0096399827363080233 0 0 0 -0.012371102021750286 0 0 0 0.00010130246181420281 0
leaf_weight=13.035167443485985 10.514433017084228 147.25201155689138 17.185510037776119 10.240108026264348 4.2896582772864367 3.1286954149873045 0.036572329159752281 1.9015011336250609 0.29805370714893697 0.14677542265599264 0.2896905916477398 29.595769452538661 1.356979243631941 7.2234212984112665 0.18939432293882319 3.7467146991548361 0.11306750157382239 0.70419605177267008 0.48584866673445315 7.6585643028374761 0.0022589632553725583 0.086155142891584435 0.079807170199273858 6.9623558838757162 0.011695138879076583
leaf_count=361399 366020 5506087 574121 361080 153742 103839 1279 67596 10114 5133 10131 1049276 47456 227149 6528 129757 3945 24627 16991 272480 79 3013 2791 241985 409
internal_value=0 -0.0287565 0.0176316 -0.0545555 0.0633981 -0.0121144 -0.0628355 0.010133 -0.0275669 0.170756 -0.0645176 -0.031538 0.0270697 0.031343 0.0789916 0 0.0797083 -0.00474941 -0.00760676 -0.00860877 0.211356 0.00910341 0.0093813 0 6.96388e-05
internal_weight=0 253.35 90.9149 162.435 28.7517 62.1633 147.578 21.755 40.4083 13.1842 147.542 40.1102 11.7091 10.3521 17.488 14.857 17.2986 10.9443 10.0459 8.14441 13.0374 3.91268 3.82652 11.2637 6.97405
internal_count=9547027 9180416 3141651 6038765 980730 2160921 5517497 735511 1425410 366611 5516218 1415296 378444 330988 584594 521268 578066 385707 357067 289471 361478 135561 132548 396136 242394
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=512 8654082 2 1 2 1 1 896 263 64
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=25
num_cat=9
split_feature=2 2 0 4 3 9 0 3 1 0 10 3 10 0 1 3 3 3 1 3 3 0 3 3
split_gain=156.682 35.9785 18.3973 15.4601 6.35066 3.66933 3.3511 2.74413 2.05801 1.08912 1.00689 0.743892 0.444196 0.359071 0.357786 0.30082 0.163494 0.117524 0.0553559 0.0168237 0.0164418 0.0156972 0.00482474 0.000527808
threshold=0 1 1.0000000180025095e-35 2 4.5000000000000009 3 12.500000000000002 3.5000000000000004 4 17.500000000000004 5 3.5000000000000004 6 1.5000000000000002 7 1.0000000180025095e-35 10.500000000000002 13.500000000000002 8 20.500000000000004 13.500000000000002 15.500000000000002 16.500000000000004 16.500000000000004
decision_type=9 9 2 1 2 9 2 2 1 2 9 2 9 2 1 2 2 2 1 2 2 2 2 2
left_child=9 2 7 6 5 10 8 12 -4 19 -3 15 -2 16 -9 -5 -6 -10 -13 -1 21 -15 -16 -20
right_child=1 4 3 11 13 -7 -8 14 17 -11 -12 18 -14 20 22 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.19065193236002231 -0.030836599181601851 -0.063093401614977895 -0.0017700682962778936 0 -0.0078646113714139088 0 0 0 0.094324228837069146 0 0 0 0 0.00952219726544218 0.011897664444962977 -0.016359774561446605 0 0 0.0050930366491027841 0 0 0 0 0
leaf_weight=16.103006572484453 32.17033962728965 137.98225281447958 3.7747349013188809 1.0924263202559874 10.157983637909634 0.036572329159752281 1.5161932614282694 2.9906371105789731 24.032999567902159 0.14677542265599086 0.2896905916477398 1.114038849416829 0.31187193589721474 3.783005442326612 6.6404404712666274 15.432172296983479 0.70419605177267008 0.042377006891910152 2.3522220090671908 0.0022589632553707819 0.086155142891584435 0.079807170199273858 0.019186890434866544 0.0050612214708961592
leaf_count=361399 1179524 5506087 132343 38673 361080 1279 53024 99671 731039 5133 10131 38956 10585 129757 217865 555809 24627 1482 81832 79 3013 2791 671 177
internal_value=0 -0.0265696 0.0171129 0.0499435 -0.0523632 -0.0607884 0.0768664 -0.019594 0.081502 0.155989 -0.0625627 -0.00599345 -0.0295814 0 0.00340336 -0.014025 -0.00455797 0.0794749 0.0015792 0.190638 0.00898678 0.00926407 0.00930177 0.00387808
internal_weight=0 244.614 91.4947 49.3622 153.12 138.309 29.3663 42.1325 27.8501 16.252 138.272 19.9959 32.4822 14.8111 9.65026 16.5246 10.8622 24.0754 3.47132 16.1053 3.94897 3.86281 6.65963 2.35728
internal_count=9547027 9180416 3141651 1633335 6038765 5517497 917888 1508316 864864 366611 5516218 715447 1190109 521268 318207 594482 385707 732521 120965 361478 135561 132548 218536 82009
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=512 8654082 2 1 7 1 1 556 564
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=28
num_cat=10
split_feature=2 2 0 4 3 9 0 0 3 1 0 10 3 10 3 1 3 1 3 3 3 3 3 3 0 3 9
split_gain=135.62 33.2054 20.9462 14.5841 7.01515 3.68173 3.38475 3.28217 2.47869 1.23612 1.13595 1.0155 0.730306 0.471196 0.286874 0.275322 0.175307 0.051968 0.0216895 0.0136611 0.0145325 0.0100023 0.0083819 0.00254402 0.00187182 0.000946975 0.00015349
threshold=0 1 1.0000000180025095e-35 2 5.5000000000000009 3 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 4 17.500000000000004 5 3.5000000000000004 6 1.0000000180025095e-35 7 13.500000000000002 8 8.5000000000000018 13.500000000000002 6.5000000000000009 20.500000000000004 16.500000000000004 3.5000000000000004 15.500000000000002 16.500000000000004 9
decision_type=9 9 2 1 2 9 2 2 2 1 2 9 2 9 2 1 2 1 2 2 2 2 2 2 2 2 9
left_child=6 2 8 7 5 11 18 9 13 23 21 -3 14 -2 -5 22 -11 -14 -1 20 -6 -8 -10 -4 26 -19 -22
right_child=1 4 3 12 19 -7 10 -9 15 16 -12 -13 17 -15 -16 -17 -18 25 -20 -21 24 -23 -24 -25 -26 -27 -28
leaf_value=0.016293778571124899 -0.032818460387462119 -0.063404095467719926 -0.0008612783088566778 0 0 0 0.19620030984277104 0 0.010006601885372562 0.087282516689483738 0 0 0 0 -0.016380278172683661 -0.0010414020467386005 0 0.0047862921778100646 0 0 0.0039801594855043585 0 0 0 0 0 0
leaf_weight=11.274255812131742 36.981254769008956 125.74697443880177 4.2952605216651145 1.1473234321038095 3.1506998928452949 0.035879518485670725 8.1497097716055524 1.6175988193044748 5.4522667403089127 29.268199626036225 0.14677542265599264 0.28569972365221374 1.170530895473348 0.32082200550394091 15.443321702054162 5.4733969229801005 0.070027860916524243 2.4469247077522596 0.061896357907245014 0.23822054279116844 3.6601675686652015 0.0012867512214150825 0.040146638108126242 0.48961188915745868 0.023304494343392324 0.0096935258679876624 0.0018919263711730796
leaf_count=209111 1425514 5299693 158608 41005 111236 1255 151158 57263 180094 849715 5133 9992 41070 10898 566920 183566 2449 84917 1164 8331 128854 45 1404 16412 815 339 66
internal_value=0 -0.0246514 0.013708 0.0477437 -0.0526421 -0.0609165 0.141472 0.0718856 -0.0233419 0.0762217 0.195055 -0.0628302 -0.00640879 -0.0316529 -0.0141468 8.26507e-05 0.0745054 0.00110847 0.0161196 0.00249638 0.00315925 0.19619 0.0077099 0 0.00390238 0.00363503 0.00397432
internal_weight=0 237.369 104.226 55.9585 133.143 126.069 19.6339 35.7407 48.2679 34.1231 8.29777 126.033 20.2178 37.3021 16.5906 10.9658 29.3382 3.62715 11.3362 7.07428 6.83606 8.151 5.49241 4.78487 3.68536 2.45662 3.66206
internal_count=9547027 9180416 3620174 1818698 5560242 5310940 366611 1084447 1801476 1027184 156336 5309685 734251 1436412 607925 365064 852164 126326 210275 249302 240971 151203 181498 175020 129735 85256 128920
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=512 27561219 2 1 7 1 1 339 564 1
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=28
num_cat=9
split_feature=2 2 3 0 4 10 4 1 3 1 10 0 0 0 3 3 3 1 3 0 0 0 3 3 0 3 3
split_gain=123.368 29.1034 17.2269 6.9678 4.37965 3.84444 3.32638 2.34747 1.69829 1.02932 0.981611 0.818634 0.37359 0.35801 0.326683 0.303568 0.210464 0.0931419 0.0674875 0.0438386 0.0182188 0.0142215 0.0102929 0.00499488 0.00331036 0.000685798 0.000226995
threshold=0 1 2.5000000000000004 2.5000000000000004 2 3 4 5 10.500000000000002 6 7 1.5000000000000002 17.500000000000004 11.500000000000002 5.5000000000000009 1.5000000000000002 13.500000000000002 8 2.5000000000000004 10.500000000000002 2.5000000000000004 12.500000000000002 20.500000000000004 13.500000000000002 12.500000000000002 12.500000000000002 3.5000000000000004
decision_type=9 9 2 2 1 9 1 1 2 1 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=6 2 5 8 13 7 12 15 10 23 -3 -9 22 16 -11 17 -4 -2 -8 -13 25 -17 -1 -5 -7 -20 -6
right_child=1 3 4 9 26 24 18 11 -10 14 -12 19 -14 -15 -16 21 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.17046740540234046 0 -0.060527944433457714 0.069166913706497565 0.013846757533385918 -0.00025805237462207353 0.01791341212654763 0 -0.037852605836555218 0 -0.014422180962234844 0 0 0 0 0 0.0097333245836566662 0 -0.0042239386989242362 0.0052524512267765394 -0.0035789701383419528 0 0 0 0 0 0 0
leaf_weight=16.585653399764858 1.3903054086458724 114.39937543889755 20.245799994019769 8.6482684024849696 4.0878558135027578 0.53086273830922337 3.399148800570404 27.925587503548741 0.80872211565474472 12.066658151135925 0.2646239006153327 11.287522273776629 0.059247745128231055 0.1947898399503164 0.77998672717694795 4.6292747782208599 0.11343680410936841 12.20470646204376 1.3531132062707907 4.2247744397827764 0.18032657596449997 0.070508423392311559 0.0016298848804571211 0.01690029297424267 0.0084885241121810395 0.0063742600541446528 7.0419122853927547
leaf_count=279833 43034 5058078 574123 377570 153742 16059 58583 1049842 28086 537965 9229 349775 2072 6528 26420 152630 3945 397234 23124 150293 2825 2572 57 591 305 117 242395
internal_value=0 -0.0228635 0.0149611 -0.0480198 0.0556307 -0.0122181 0.133819 -0.0215131 -0.058757 0 -0.0599089 -0.0280917 0.170114 0.0681355 -0.00917171 0.00120872 0.0687858 0 0.000173857 0 0.00462937 0.00951035 0.170458 0.0109619 0.0178806 0.00523106 0
internal_weight=0 230.94 93.9558 136.985 31.6838 62.272 21.5855 61.7327 115.473 21.5118 114.664 43.4379 16.6465 20.554 12.8466 18.2948 20.3592 13.595 4.93896 15.5123 1.53981 4.69978 16.5873 8.66517 0.539351 1.35949 11.1298
internal_count=9547027 9180416 3142477 6037939 980733 2161744 366611 2145380 5095393 942546 5067307 1549910 281962 584596 564385 595470 578068 440268 84649 500068 26066 155202 279890 378161 16364 23241 396137
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=512 25431298 2 1 2 896 912 1 512
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=24
num_cat=8
split_feature=2 0 4 10 3 0 1 0 4 2 1 0 3 3 2 3 0 3 0 3 3 0 3
split_gain=107.492 43.6317 17.0272 16.8386 9.70688 3.51387 2.55177 2.20368 2.06943 1.58989 1.05975 0.478394 0.130099 0.115577 0.0926634 0.0527653 0.0455996 0.0422994 0.0286219 0.0225496 0.0176041 0.0149004 0.000559559
threshold=0 1.0000000180025095e-35 1 2 4.5000000000000009 2.5000000000000004 3 17.500000000000004 4 5 6 8.5000000000000018 2.5000000000000004 5.5000000000000009 7 16.500000000000004 15.500000000000002 20.500000000000004 2.5000000000000004 13.500000000000002 13.500000000000002 12.500000000000002 16.500000000000004
decision_type=9 2 1 9 2 2 1 2 1 9 1 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 6 7 4 5 -2 8 17 19 15 11 -7 -4 -8 -10 16 -6 -3 22 -1 21 -5 -14
right_child=3 2 12 20 9 10 13 -9 14 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.02910637182780575 -0.059180827577291595 0.1635270027034105 0 0.036861318959179067 0.022026248110870898 0.011980996975619509 -0.017625426542303851 0 0 -0.0068686048760610218 -0.013933449454497912 0 0.0068924203814157209 0 -0.0047587084867658572 0 0 0 0 0 0 0 0
leaf_weight=15.698253687098257 121.88264982566579 27.299094132036778 6.9628055905559432 2.1492753433922189 10.974516513017074 11.078133077111486 14.916021526791152 0.37362857184780196 1.4434028763516835 6.171152948740203 14.608477586525625 4.6654811892403805 3.6786050586651986 0.72605117557031995 5.1483390366429385 0.1103229750478939 0.093894321140397419 0.0071164655273595603 1.1817456904100252 0.033877026728078685 0.020235547264746745 0.017085060811950714 0.0039275490253202197
leaf_count=457074 5520335 592993 225035 61350 373447 437610 436300 13100 26300 237021 602574 182621 119375 21483 192200 3859 3330 249 38280 1054 706 604 127
internal_value=0 0.0838694 0.138822 -0.0353095 -0.0448876 -0.0522613 0 0.161787 0.0155242 0.00559581 -0.00389859 0.00404704 0.00041242 -0.0137355 -0.00161774 0.0172355 0.0217473 0.163494 0.00612535 0.0290107 0.0367026 0.0367886 0.00687996
internal_weight=0 77.4729 39.5069 171.771 169.585 152.235 37.9659 27.6798 22.3239 17.3499 30.3521 15.7436 11.8271 15.6421 6.59174 11.1787 11.0684 27.3062 4.86428 15.7321 2.1866 2.16636 3.68253
internal_count=9547027 2123570 989159 7423457 7360797 6743140 1134411 606342 676628 617657 1222805 620231 382817 457783 218500 380636 376777 593242 157782 458128 62660 61954 119502
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=264960 2 1 496 2 11011314 432 512
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=28
num_cat=10
split_feature=2 2 3 0 3 0 10 1 7 10 0 0 0 2 1 1 4 3 0 3 0 3 3 3 0 0 0
split_gain=99.5298 25.4504 15.611 6.9101 6.1691 4.09834 3.79487 2.66259 2.25005 2.01234 1.02526 0.866345 0.589706 0.33378 0.231857 0.211027 0.240746 0.112541 0.0892187 0.0699016 0.0548191 0.0350634 0.0164724 0.0119473 0.00767875 0.00449592 0.00339328
threshold=0 1 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 2 3 4 5 9.5000000000000018 17.500000000000004 11.500000000000002 6 7 8 9 15.500000000000002 12.500000000000002 16.500000000000004 8.5000000000000018 13.500000000000002 8.5000000000000018 13.500000000000002 13.500000000000002 14.500000000000002 12.500000000000002
decision_type=9 9 2 2 2 2 9 1 1 9 2 2 2 9 1 1 1 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 22 9 15 7 13 20 10 -3 -5 19 -2 21 16 23 -17 -15 -7 -9 24 -1 -4 -6 -16 -8
right_child=1 4 5 11 14 12 26 8 -10 -11 -12 -13 -14 18 25 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.011159675065406729 0 -0.058333544033499996 0.010929691247170931 0.16317342115732372 0.010572511438919338 0.065120037498628408 0.017667515356621203 0.0047003602487127247 -0.033613004934060116 0 0 0 0 0.012489982615996332 -0.0011604287495249801 -0.0071762056672510944 0 0 0 0 0 0 0 0 0 0 0
leaf_weight=13.180374417344865 2.6266800882440293 104.39560405240627 6.9601446803571889 12.937039471167733 3.4621171356466229 19.660350307014603 0.59466173440705361 6.2938691665567603 48.87071150767224 0.29942989378468965 2.9671586472868503 0.14677542265599264 0.34622908854180323 10.003267014320951 3.3873444653636393 6.6283303281434227 3.2307113694860146 0.0418483978792209 0.35068978673916795 0.040539672465455534 0.73672807580442157 0.16371855062789098 0.070501453268662639 0.052214861398169776 0.034687696523178491 0.017554533662405336 0.0088326362711086404
leaf_count=209111 88470 5180110 218821 151203 124345 513958 16790 226457 1806031 10102 134935 5133 11699 326164 125150 231022 116817 1460 12607 1367 24529 5677 1164 1791 1195 609 310
internal_value=0 -0.0199788 0.0119845 0.117078 -0.0470052 0.0493401 -0.0125521 -0.0211201 -0.02701 -0.0556902 -0.0570496 0.162277 0.063844 0.00381071 0.0025209 0 0.00548655 -0.0035791 0.00922609 0.0649854 0.00206077 0.0076485 0.0109785 0.0107732 0.010458 0 0.0176336
internal_weight=0 221.173 106.446 26.3347 114.728 36.9604 69.4854 68.8819 55.9013 107.662 107.363 13.0838 20.0471 12.9806 7.06542 16.9132 10.2431 6.67018 10.354 19.7009 7.0306 3.66052 13.2509 7.01236 3.4968 3.4049 0.603494
internal_count=9547027 9180416 3598293 366611 5582123 1096935 2501358 2484258 2057017 5325147 5315045 156336 527024 427241 256976 569911 337429 232482 338771 515325 250986 131217 210275 220612 125540 125759 17100
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=512 10751234 1 640 12 1 2 992 465 2
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=23
num_cat=12
split_feature=2 0 3 4 2 0 10 2 0 1 10 3 0 7 3 1 3 3 3 1 1 2
split_gain=88.1661 24.5694 9.60074 9.08698 7.05293 4.98913 4.76589 3.17925 2.54836 1.00404 0.865529 1.15587 0.766397 0.596419 0.542021 0.286208 0.10815 0.0285083 0.0274619 0.0108899 0.00499313 0.00448656
threshold=0 1.5000000000000002 3.5000000000000004 1 2 1.0000000180025095e-35 3 4 15.500000000000002 5 6 5.5000000000000009 17.500000000000004 7 7.5000000000000009 8 13.500000000000002 16.500000000000004 8.5000000000000018 9 10 11
decision_type=9 2 2 1 9 2 9 9 2 1 9 2 2 1 2 1 2 2 2 1 1 9
left_child=5 2 6 4 8 9 -2 13 16 -1 11 -5 -7 19 -9 -6 -3 -15 -11 -4 21 -13
right_child=1 3 7 10 15 12 -8 14 -10 18 -12 20 -14 17 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0017221134863039736 -0.054296084034242201 0.064593642158603956 0 -0.023440128065274374 0 0.14983327375443328 0.0041782814842021747 -0.020817214806355375 0 0.022484170616714604 0 0.0016600472295782303 0 0.029367249753036874 0 -0.01197893046142366 0 0 0 -0.0015787828227791627 0 0
leaf_weight=5.788160480722583 114.40212590593728 31.970088170603049 0.29162412681398564 20.939866076765615 1.2252482622297973 15.229540893538793 0.71655056780764326 14.201104115636552 1.5563074213077914 7.5554716278747946 0.1147537666438464 0.33048487674932403 0.14677542265599264 14.060234983124246 1.7421470773933823 8.8517278783056081 0.063379948549480924 0.042423280130606922 0.055137210605607723 3.6896378372421172 0.77626180457809713 0.21953019758984738
leaf_count=92669 5406435 999810 9145 890898 58884 151203 20901 638426 59965 116699 3835 10851 5133 439379 62396 427120 2059 1469 907 115695 25908 7240
internal_value=0 -0.0181035 -0.0397159 0.0228536 0.0425318 0.109375 -0.0510763 0 0.0521934 0.0106002 -0.0121828 -0.0177298 0.149025 0.0187926 -0.0141995 -0.00814184 0.0644255 0.0238377 0.0176198 0 0 0.00110966
internal_weight=0 215.193 149.146 66.0476 43.6668 28.7751 115.119 34.0272 33.5898 13.3988 22.3809 22.2661 15.3763 18.0839 15.9433 10.077 32.0335 14.1027 7.61061 3.98126 1.32628 0.550015
internal_count=9547027 9180416 6693846 2486570 1547838 366611 5427336 1266510 1061834 210275 938732 934897 156336 565688 700822 486004 1001869 440848 117606 124840 43999 18091
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=512 2 11275618 1 8652114 15 1 2 576 513 704 416
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=30
num_cat=12
split_feature=2 2 0 4 3 1 0 10 3 1 1 0 0 3 3 1 0 3 7 1 1 3 3 0 3 0 7 3 3
split_gain=77.9582 22.9468 13.1106 8.90629 5.65045 3.81726 2.40088 1.89294 1.86485 1.86392 1.84489 0.923445 0.655247 0.522321 0.264272 0.223526 0.179928 0.103618 0.0919947 0.0754329 0.0439807 0.0343545 0.0115538 0.00754438 0.00441679 0.00381275 0.000963175 0.000499247 2.58697e-05
threshold=0 1 1.0000000180025095e-35 2 5.5000000000000009 3 12.500000000000002 4 5.5000000000000009 5 6 9.5000000000000018 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 7 2.5000000000000004 13.500000000000002 8 9 10 13.500000000000002 20.500000000000004 13.500000000000002 16.500000000000004 14.500000000000002 11 16.500000000000004 3.5000000000000004
decision_type=9 9 2 1 2 1 2 9 2 1 1 2 2 2 2 1 2 2 1 1 1 2 2 2 2 2 1 2 2
left_child=5 2 8 6 7 16 10 11 9 26 28 -3 22 14 -5 21 -1 -12 19 -10 -15 23 -7 -6 -21 -17 -2 -22 -4
right_child=1 4 3 13 15 12 -8 -9 18 -11 17 -13 -14 20 -16 25 -18 -19 -20 24 27 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0070447502204913611 0 -0.055284022382467893 -8.3582408692886798e-05 0 0.010364384835055203 0.14066743347209348 0 0 0 -0.029590053839471372 0.069758209867812129 0 0 0 -0.014101712898258663 -0.0010691249569632956 0 0 0 0.0096841416462265951 0.0042404676098498776 0 0 0 0 0 0.0011867725618829239 0 0
leaf_weight=6.5761515379526827 0.099663076773140347 95.230935302208309 7.0307208020367398 1.0404916290481221 3.5252170672301881 24.015467556891974 1.6420519658458932 0.30351670960408128 0.85729914848343469 29.591447142405741 33.029936932865894 2.9643906007677279 0.13716768020276404 1.243698590344138 14.237949050226232 3.3565326622920106 0.66683623283461191 0.055136265533291318 1.3394738539482203 1.9097499028393934 2.6168133956361999 0.16390279921506579 0.0024111011189223977 0.03480318073707156 0.021838920367372228 0.01751446846355964 9.4133237541809613 0.005777147558546746 1.082329833307085
leaf_count=87365 3815 5180110 231041 40840 124345 268296 57214 10102 27192 1291515 764773 134935 4797 40892 566781 125150 6083 1709 42015 56944 84568 5677 70 1195 764 609 362431 202 25597
internal_value=0 -0.0166737 0.0129315 0.0380636 -0.0436815 0.101682 0.0551316 -0.0525302 -0.018071 -0.024753 0.0587095 -0.0539779 0.118218 -0.00436514 -0.0116586 0.00243095 -0.000515657 0.0600853 0.0025536 0.00516727 0.000394468 0.0074924 0.140657 0.0102499 0.0073175 0 0.000983092 0.00323145 0
internal_weight=0 210.815 105.218 61.9849 105.597 31.398 42.8402 98.4988 43.2328 39.1044 41.1981 98.1953 24.155 19.1447 15.2784 7.09797 7.24299 33.0851 4.12836 2.78889 3.86629 3.72392 24.0179 3.56002 1.93159 3.37405 9.51299 2.62259 8.11305
internal_count=9547027 9180416 3598293 1813617 5582123 366611 1080334 5325147 1784676 1657761 1023120 5315045 273163 733283 607621 256976 93448 766482 126915 84900 125662 131217 268366 125540 57708 125759 366246 84770 256638
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=512 10751234 2 7 1 384 15 992 1 556 564 8
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=28
num_cat=10
split_feature=2 4 1 10 3 0 0 0 1 2 3 0 1 3 0 1 3 3 1 3 0 3 3 1 0 0 3
split_gain=67.6959 28.6921 21.0141 15.3604 6.1467 1.77509 1.73094 1.22509 0.819975 0.815297 0.773924 0.591938 0.455132 0.638167 0.350125 0.27648 0.146824 0.0624995 0.0614361 0.0279124 0.0222101 0.0199805 0.0170481 0.0161495 0.0141618 0.00296684 0.000570052
threshold=0 1 2 3 4.5000000000000009 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 4 5 5.5000000000000009 2.5000000000000004 6 1.0000000180025095e-35 7.5000000000000009 7 15.500000000000002 13.500000000000002 8 20.500000000000004 15.500000000000002 13.500000000000002 13.500000000000002 9 12.500000000000002 6.5000000000000009 16.500000000000004
decision_type=9 1 1 9 2 2 2 2 1 9 2 2 1 2 2 1 2 2 1 2 2 2 2 1 2 2 2
left_child=1 2 11 4 6 7 -2 21 14 15 12 -1 -3 -14 -8 17 23 20 25 -9 -6 -4 24 -11 -5 26 -12
right_child=3 10 5 22 9 -7 8 19 -10 16 18 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.018524254944848367 -0.054525139937682369 0 0.020691571325698797 0.035958364475625726 0.02093165943222472 0 0.010723725944659458 0.13205666965914784 -0.012246123503418397 0 0.005514920641373878 0 0 -0.02272727943199869 0 0 0 0 0 0 0 0 0 -0.0086252361297489526 0 0 0
leaf_weight=11.729440606892238 95.33997582426673 6.1938066403618004 21.369762075326438 2.362776135056265 4.7302453392421739 0.48979309192327392 7.0289265089104429 38.085411040337931 15.837553784676858 1.530820292264252 1.2751536706709872 1.2805285544345668 1.651698471854625 17.881446332818086 3.2251467858932301 3.4075254915678652 0.10086060762296334 0.13807852920581343 1.1841556053514071 0.0063660084233551064 0.04823779132675543 0.043872919737622307 0.020164910851235507 7.0587143741686305 0.016709409756003768 0.026479120539079193 0.0050373828144075752
leaf_count=323072 5270680 220236 596784 60005 169754 17451 289174 574222 705118 46930 39188 27074 50528 595720 131079 122982 3544 4729 35636 212 1720 1339 699 257626 585 776 164
internal_value=0 0.0614425 0.0912477 -0.030882 -0.0418229 0.103005 -0.0484932 0.115625 -0.00373012 0 -0.00724671 -0.0113388 -0.0138675 -0.0160145 0.00347365 0.011745 -0.00552607 0.0157699 0.00156685 0.132035 0.0207639 0.0205886 0.0358036 -0.00930253 0.0358882 0.00409929 0.00549793
internal_weight=0 101.223 73.0052 140.846 138.446 59.9952 121.432 59.5054 26.0916 17.0145 28.2178 13.01 25.727 19.5331 10.2541 8.32409 8.6904 4.91656 2.49083 38.0918 4.77848 21.4136 2.39965 8.58953 2.37949 1.30667 1.28019
internal_count=9547027 2482402 1540154 7064625 7003336 1190008 6396051 1172557 1125371 607285 942248 350146 866484 646248 420253 299185 308100 176203 75764 574434 171474 598123 61289 304556 60590 40128 39352
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=8653568 2 7 1 400 2622704 65 728 171 272
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=27
num_cat=7
split_feature=2 10 1 3 4 3 0 0 4 3 1 3 2 0 0 0 0 3 0 3 0 3 3 0 0 0
split_gain=61.0287 19.9952 17.9452 7.47173 5.02215 5.44597 4.91597 2.58316 1.81683 0.912395 0.798091 0.638705 0.395216 0.23723 0.164186 0.0664282 0.0548641 0.0511091 0.158222 0.0331565 0.0321834 0.0248709 0.0175613 0.0175143 0.00232024 0.000464212
threshold=0 1 2 4.5000000000000009 3 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 4 10.500000000000002 5 7.5000000000000009 6 17.500000000000004 13.500000000000002 12.500000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 13.500000000000002 12.500000000000002 8.5000000000000018 16.500000000000004 9.5000000000000018 15.500000000000002 7.5000000000000009
decision_type=9 9 1 2 1 2 2 2 1 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 7 5 12 10 -4 13 -6 -1 14 16 -8 -7 25 -2 18 -5 20 -3 -12 24 -20 -19 -9
right_child=1 19 3 17 9 11 8 15 -10 -11 21 -13 -14 -15 -16 -17 -18 22 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0020589880667819705 0 0.057835251236459044 -0.056007248991597647 -0.0054773958955473051 -0.018847202933179024 0.047920780734144783 0.12383269960703583 0 0 0 0.017889455687944634 0 -0.0085602939328741773 0 0 -0.0043871085073841692 0.0045816987792959354 0.0049723101469543304 0.0042105090305113871 0 0 0 0 0 0 0.00036485150327195034
leaf_weight=5.9456292567592754 2.7499275503178051 2.9456612352332741 106.38064318405304 7.0279754570128734 15.592582209028475 24.082333006143024 18.249025337070638 6.452270527595827 3.5889394244059103 0.090739514142115563 9.0190092715565662 1.3663930621332827 12.493224818021192 0.059247745128231055 0.13884914739901333 4.5140560285108213 6.3349692076208157 3.3420124562944693 6.4644144107987813 0.022308322417302295 0.021605441563224193 0.064177104817645936 0.18623040904094512 0.22041479528706975 0.022935417187909368 4.8726143934236461
leaf_count=92669 17379 69832 1079039 118115 164402 374987 115889 75821 38375 2976 116699 32069 144356 2072 2646 48757 105210 79268 116758 764 615 907 6475 5540 797 54262
internal_value=0 -0.0148082 -0.0251097 -0.0415007 0.0127847 0.0282931 0.0871872 -0.0513879 0.117732 -0.0124415 0.00659598 0.0457141 -0.00112218 0.123558 0.047542 0 0.00186366 0.00155603 0 0.0576251 0.0577318 0.0140906 0.00431787 0.00358436 0.00490015 0
internal_weight=0 205.322 202.333 139.484 62.849 47.1657 36.926 122.22 21.8972 15.6833 15.0288 25.5876 21.5781 18.3083 24.2212 15.8389 9.0849 17.264 13.7128 2.98957 2.96727 9.08319 3.55118 6.68483 3.36495 11.3249
internal_count=2866679 2500068 2428857 1584832 844025 676647 366611 1257879 156336 167378 210275 409702 266945 117961 377633 178840 122589 326953 240413 71211 70447 117606 86540 122298 80065 130083
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=512 1 896 2 2 15 27528256
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=26
num_cat=10
split_feature=2 0 4 10 3 0 3 1 10 1 3 0 1 3 1 3 1 1 3 0 3 0 3 0 3
split_gain=55.4426 30.6881 20.9954 5.59064 4.87337 2.79357 2.31859 2.17242 1.69517 1.51567 0.841047 0.779293 0.212261 0.157799 0.161137 0.103933 0.102733 0.0600014 0.0381445 0.0373795 0.0332277 0.00729495 0.00527552 0.00345841 0.00173991
threshold=0 1.0000000180025095e-35 1 2 5.5000000000000009 17.500000000000004 6.5000000000000009 3 4 5 3.5000000000000004 9.5000000000000018 6 1.0000000180025095e-35 7 6.5000000000000009 8 9 20.500000000000004 6.5000000000000009 13.500000000000002 13.500000000000002 16.500000000000004 14.500000000000002 16.500000000000004
decision_type=9 2 1 9 2 2 2 1 9 1 2 2 1 2 1 2 1 1 2 2 2 2 2 2 2
left_child=1 3 5 6 8 7 9 -3 11 -1 13 -2 20 -4 -15 -5 22 -12 -9 24 21 -6 -8 -14 -19
right_child=4 2 10 15 12 -7 16 18 -10 -11 17 -13 23 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0 -0.050600892212512905 0 0 0.029377301847509991 0.010040706152840632 0 0.0089516025543123854 0.10946550668482305 0 -0.029729310851262659 0 0 -0.0010184943493818409 0 -0.013354455788151835 0 0 0.010861418593148459 0 0 0 0 0 0 0
leaf_weight=12.641107175189971 83.359607435017097 7.3885811828895394 1.4461363084283281 0.91729651779678423 3.6238235689907023 0.95993908368836756 1.2064753395461592 60.226980200044636 0.33282169603808043 39.689729760688351 0.74528039585129591 2.9582322701007788 3.3394709320909892 2.922592572924259 13.089321621037017 0.15618260797236871 1.1291760589974722 3.3748848152317805 0.011261715913859827 0.16813640607870173 0.16405726093398687 0.034795895113347686 0.028367222203087183 0.017493738463599473 0.0076060595456509663
leaf_count=180202 654840 99323 13459 24208 106813 25758 34068 894554 10102 473466 20931 18594 53630 19650 87496 3941 30745 98790 378 5208 5677 1195 970 609 247
internal_value=0 0.0456087 0.0769917 -0.005562 -0.0387296 0.0967748 -0.0197142 0.0987096 -0.0477083 -0.0259111 0 -0.0492781 0.00220593 -0.0115021 -0.0130672 0.028727 0.00505467 0.00788411 0.0985214 0.00792006 0.00725015 0.00992694 0.00670576 0 0.0108362
internal_weight=0 146.109 90.3407 55.7683 93.8303 68.5868 54.6949 67.6268 86.6507 52.3308 21.754 86.3178 7.17964 17.4581 16.0119 1.07348 2.36402 4.29591 60.2382 3.55063 3.82268 3.65862 1.23484 3.35696 3.38249
internal_count=2864854 2013394 1265794 747600 851460 1020013 719451 994255 683536 653668 245781 673434 167924 120605 107146 28149 65783 125176 894932 104245 113685 108008 35038 54239 99037
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=10751746 2 1 7 1 384 992 64 210 532
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=29
num_cat=10
split_feature=2 10 1 3 3 4 1 0 2 3 0 3 1 0 0 0 3 0 2 3 0 3 0 2 2 0 3 0
split_gain=49.7602 18.5226 14.8649 6.81953 4.21048 4.20569 3.63348 2.07454 1.13299 0.594817 0.424875 0.42225 0.33963 0.173755 0.161244 0.139071 0.0853815 0.071167 0.0501231 0.0341242 0.0324841 0.032164 0.0219566 0.01007 0.00944568 0.018772 0.00807464 0.000168959
threshold=0 1 2 4.5000000000000009 1.5000000000000002 3 4 4.5000000000000009 5 7.5000000000000009 17.500000000000004 10.500000000000002 6 2.5000000000000004 6.5000000000000009 13.500000000000002 10.500000000000002 11.500000000000002 7 16.500000000000004 12.500000000000002 13.500000000000002 15.500000000000002 8 9 1.0000000180025095e-35 20.500000000000004 7.5000000000000009
decision_type=9 9 1 2 2 1 1 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 9 2 2 2
left_child=6 2 4 7 12 9 13 -4 19 15 26 18 24 -1 23 -6 -10 27 -7 22 21 -3 -5 -14 25 -2 -8 -9
right_child=1 20 3 8 5 11 10 17 16 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0069327650889282749 0 0.056052351986097287 -0.053361090207756028 0.017438737491253433 0.042088565216631173 0 0.10381460242993651 0 -0.0098515565327020882 0 0 0 0 0 0 0 0 -0.0044716418486813198 -0.010244850455651142 0 0 0 0 -0.013257065095619153 0 0.0031730941063871625 0 0.00022317048945833304
leaf_weight=6.5321162831678521 0.35900189531093918 3.3220394220606977 98.643275039878063 10.020527195052631 26.302024735563471 0.24845011305296794 33.780864244836266 6.553370945724966 6.606084604933133 1.4350193499321893 0.13509614758913713 0.09140288599701385 2.4465135960799671 0.72838803121703666 2.5695468604371845 0.13714599150807671 0.56090039018636151 5.5913691441091933 10.136162458148641 0.091718759835203723 0.022710769839250022 0.022435411343394551 0.058210510429490436 18.793688681740615 1.4998949894106774 1.0157851643289175 0.0025601664128761517 3.9241573048584542
leaf_count=87365 2139 70455 1003733 235463 419557 3208 268296 78258 80944 34028 4797 2976 24105 6083 30309 2789 18368 64030 132493 3125 620 761 1756 211282 17193 16681 70 44859
internal_value=0 -0.0130826 -0.023379 -0.038973 0.0104375 0.0272834 0.0773784 -0.0488659 0.00139837 0.0399565 0.0893906 -0.00364719 -0.00826558 -0.000552613 -0.0106732 0.0417433 -0.00671484 0 -0.0108577 0.0136119 0.0558412 0.0559474 0.0172682 -0.0141313 0 0.00151095 0.103806 0
internal_weight=0 200.451 197.084 132.05 65.0346 38.3502 41.179 114.712 17.3374 27.8742 33.9185 10.476 26.6844 7.2605 23.8097 26.4392 7.16698 16.0689 10.3846 10.1705 3.36719 3.34447 10.0787 21.2402 2.87468 1.37479 33.7834 10.4775
internal_count=2865743 2499132 2427296 1530536 896760 595051 366611 1190880 339656 456374 273163 138677 301709 93448 265696 422346 99312 187147 135701 240344 71836 71216 237219 235387 36013 18820 268366 123117
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=512 1 896 2 7 11012562 512 1024 1088 10488064
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=26
num_cat=10
split_feature=10 2 0 4 0 3 1 3 0 2 1 3 0 0 1 3 2 0 1 3 2 3 0 3 3
split_gain=44.8998 35.8018 21.6716 10.926 5.39036 3.19012 1.50599 1.48345 1.20569 1.0969 0.581244 0.451868 0.27302 0.250387 0.243927 0.107192 0.0944256 0.073096 0.0465753 0.0255529 0.0226855 0.0132536 0.0111335 0.00967993 0.0064272
threshold=0 1 1.0000000180025095e-35 2 1.5000000000000002 6.5000000000000009 3 4.5000000000000009 17.500000000000004 4 5 3.5000000000000004 13.500000000000002 6.5000000000000009 6 13.500000000000002 7 13.500000000000002 8 20.500000000000004 9 12.500000000000002 6.5000000000000009 13.500000000000002 4.5000000000000009
decision_type=9 9 2 1 2 2 1 2 2 9 1 2 2 2 1 2 9 2 1 2 9 2 2 2 2
left_child=1 2 7 8 5 -3 9 10 19 12 -1 -5 21 20 23 17 -15 -2 -13 -4 -8 -6 -20 -9 -11
right_child=15 4 3 11 6 -7 13 14 -10 24 -12 18 -14 16 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26
leaf_value=0 0.11904262450899768 -0.051406975666939025 0.07905926703008502 -0.010268520401533142 0.024989314581240468 0 0 0.010634828742587506 0 -0.0026553255394135022 -0.021816801990436993 0 0 0.0036600889850187802 0 0 -0.0028794694243378634 0 0.005866540760758431 0 -0.01566256155321109 0 0 0 0
leaf_weight=8.4446079506014922 3.7832667489274172 83.181494751728678 49.857996486403863 10.119140685868841 8.4030378658344436 3.7016585104538526 4.4884236486832378 2.5393893696527807 0.55222756848524923 5.9544791230491674 25.229947735044334 0.80615064584890206 0.50553129571926625 2.4463395685506839 3.3737248321285733 0.028292958524616441 5.30439283859232 0.01925936254338001 2.1158177941761096 0.011584402922379833 19.284968171231419 0.023612768560270392 0.094769094283037592 0.043529014898012863 0.88012930896184105
leaf_count=106032 72143 888075 536984 75657 92056 86189 75010 68331 16354 75335 274478 20377 6100 30485 87994 801 51821 520 57127 390 222069 762 2734 1355 15547
internal_value=0 -0.00313269 0.0333837 0.0635274 -0.033976 -0.0478127 -0.000378427 -0.0123982 0.0778039 0.00938302 -0.0199077 -0.000316483 0.0185307 -0.0119192 0.00290106 0.118735 0 0.118918 0.00297765 0.0790333 -0.0163169 0.0249125 0.00423902 0.00802429 -0.00178263
internal_weight=0 237.363 103.189 63.5577 134.174 86.8832 47.2909 39.6312 50.4218 15.7668 33.6746 13.1359 8.93218 31.5241 5.95664 3.83082 7.75073 3.80253 3.01674 49.8696 23.7734 8.42665 2.21059 2.58292 6.83461
internal_count=2864726 2791262 1247813 709623 1543449 974264 569185 538190 553728 189800 380510 155895 98918 379385 157680 73464 82306 72663 80238 537374 297079 92818 59861 69686 90882
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 10487552 2 656 2160 896 337 788516 788 130
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=26
num_cat=9
split_feature=10 2 0 4 3 3 0 0 3 0 3 1 1 1 3 0 0 1 3 3 2 3 0 1 3
split_gain=42.986 31.3597 19.3618 12.8921 3.97166 1.57466 1.32288 1.11555 3.59165 0.657073 0.649009 0.476172 0.232516 0.153438 0.103423 0.0782106 0.0241158 0.0145434 0.0129939 0.0123186 0.0105594 0.00601335 0.00299565 0.00283639 9.08395e-05
threshold=0 1 1.0000000180025095e-35 2 6.5000000000000009 4.5000000000000009 17.500000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 3.5000000000000004 3 4 5 13.500000000000002 13.500000000000002 8.5000000000000018 6 20.500000000000004 16.500000000000004 7 13.500000000000002 15.500000000000002 8 16.500000000000004
decision_type=9 9 2 1 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 2 9 2 2 1 2
left_child=1 2 5 6 9 11 7 8 -4 -3 -5 -1 20 -6 15 -2 17 -11 -9 22 21 -7 -15 -18 -12
right_child=14 4 3 10 13 12 -8 18 -10 16 24 -13 -14 19 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0 0.11598505881365895 -0.04544241241265097 -0.0047680552675749424 -0.013691716085259046 0 0.011734511263511343 0 0.082006966869351883 0.034841622825172405 0.0018346547625247161 0.00054176559965316777 -0.022983671675460678 0 0.0084726861328589288 0 0 0 0 0 0 0 0 0 -0.0024175595714358718 0
leaf_weight=8.7980130217056267 4.2614848994544436 94.635431411870741 21.450061145013027 12.868935222692018 1.9280303704326787 2.2191468288710898 0.72227755415406036 36.478301434868627 5.5968120155739589 3.2072013727265585 3.8166317585910288 28.815009908952561 3.5099774055161106 3.1879734081048818 0.028292958524616441 0.021356443834520067 0.82901828707690584 1.7239986598033263 0.005619179610220181 0.071241110896153148 0.50183944885429754 0.024293529977512551 0.017017426154779858 6.1146917142632446 0.0085623286322514813
leaf_count=109114 72178 1033039 232121 95744 44102 59455 22731 423795 62972 31520 100527 310157 91382 81504 801 537 6918 17082 189 2490 12984 705 593 57305 264
internal_value=0 -0.00283035 0.0268016 0.0523162 -0.0360657 -0.0147156 0.0676246 0.0689191 0.0121818 -0.0428631 -0.00577128 -0.0216151 0.0020535 0.00225984 0.115673 0.115851 0 0 0.0819916 0.00629364 0.00761396 0.00889242 0.00841709 -0.00255494 0.000516314
internal_weight=0 236.53 124.815 80.9472 111.715 43.8683 64.2531 63.5308 27.0469 106.51 16.6941 37.613 6.25526 5.20426 4.31113 4.28284 11.8749 4.9312 36.4839 3.27623 2.74528 2.24344 3.20499 6.94371 3.82519
internal_count=2870209 2796693 1522140 938343 1274553 583797 741808 719077 295093 1145864 196535 419271 164526 128689 73516 72715 112825 48602 423984 84587 73144 60160 82097 64223 100791
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1 27266816 2 384 337 53 496 8389376 8
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=28
num_cat=11
split_feature=10 2 0 4 0 3 1 3 2 0 1 1 3 0 1 0 3 2 0 2 1 3 3 0 3 3 3
split_gain=40.7424 27.6685 15.8327 7.77561 4.75057 2.92568 1.3715 1.32692 1.00893 0.935636 0.607394 0.56384 0.406958 0.261197 0.237867 0.199876 0.0994938 0.0904488 0.0728626 0.0654097 0.0461279 0.0153873 0.0129992 0.0110989 0.00950821 0.00563496 0.00242913
threshold=0 1 1.0000000180025095e-35 2 1.5000000000000002 6.5000000000000009 3 4.5000000000000009 4 17.500000000000004 5 6 3.5000000000000004 13.500000000000002 7 6.5000000000000009 13.500000000000002 8 13.500000000000002 9 10 20.500000000000004 12.500000000000002 6.5000000000000009 13.500000000000002 4.5000000000000009 1.0000000180025095e-35
decision_type=9 9 2 1 2 2 1 2 9 2 1 1 2 2 1 2 2 9 2 9 1 2 2 2 2 2 2
left_child=1 2 7 9 5 -3 8 11 13 10 -4 -1 26 22 24 19 18 -17 -2 -8 -14 -12 -6 -22 -9 -10 -5
right_child=16 4 3 12 6 -7 15 14 25 -11 21 -13 20 -15 -16 17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28
leaf_value=0 0.11273135507686266 -0.048037587715558293 0 0 0.024361883921649133 0 0 0.010456044800647324 -0.0021238981444753518 0 0.075154746881669968 -0.020491264745899226 0 0 0 0.0034950867088336468 0 -0.0029151880226547622 0 -0.014791342907749354 0.0058148124464973078 0 0 0 0 0 -0.0099042931639059736
leaf_weight=8.3960080896813434 4.7854722373267569 75.843015385859871 11.852845425817579 1.038581290617002 8.5967558063475682 3.6796969102160793 4.3591551496083412 2.592053656784628 5.7592766474317605 0.54834248734914481 44.786867260652798 24.14258323908598 0.80582313668128336 0.49747246965125747 3.3672560127979523 2.5140049048241053 0.028292958524616441 5.3210610899204758 0.020682679498349787 18.678815279265116 2.1315168604087376 0.0074418849653729016 0.023823408371755117 0.095377364861633285 0.043529014898012863 0.86042591342811636 8.847120378568432
leaf_count=105949 72178 841404 139473 9286 93993 89470 74997 68571 74600 17848 439670 270780 20519 6066 91405 30652 801 52206 539 220685 58232 246 762 2737 1355 15007 65090
internal_value=0 -0.00219162 0.0284776 0.0528164 -0.0307804 -0.0443052 0 -0.0110052 0.00943996 0.0639891 0.065027 -0.0184527 0 0.0180821 0.00276902 -0.01111 0.112432 0 0.112605 -0.0151565 0.00292783 0.0662762 0.0242852 0.00419876 0.00789085 -0.00132983 -0.00974329
internal_weight=0 234.789 108.655 70.1139 126.134 79.5227 46.6108 38.5414 15.7378 57.1955 56.6472 32.5386 12.9184 9.11805 6.00284 30.873 4.83445 7.83507 4.80615 23.038 3.03272 44.7943 8.62058 2.22689 2.63558 6.6197 9.8857
internal_count=2864521 2791003 1291161 753101 1499842 930874 568968 538060 190428 597237 579389 376729 155864 100821 161331 378540 73518 82858 72717 295682 81488 439916 94755 60969 69926 89607 74376
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 10487552 2 656 2160 23 896 337 788516 130 788
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=27
num_cat=10
split_feature=10 2 0 4 3 3 0 0 0 3 1 3 1 1 1 3 0 0 1 0 1 3 2 0 3 3
split_gain=38.7135 24.5295 14.4564 9.68467 3.65899 1.4029 1.07003 1.01863 0.946615 3.5835 1.96519 0.610123 0.463847 0.244459 0.227404 0.0954036 0.0819791 0.0699398 0.0330296 0.0125171 0.0237873 0.010347 0.0101989 0.00949311 0.00591992 0.000451451
threshold=0 1 1.0000000180025095e-35 2 4.5000000000000009 4.5000000000000009 17.500000000000004 5.5000000000000009 1.5000000000000002 3.5000000000000004 3 3.5000000000000004 4 5 6 13.500000000000002 14.500000000000002 13.500000000000002 7 12.500000000000002 8 16.500000000000004 9 13.500000000000002 13.500000000000002 16.500000000000004
decision_type=9 9 2 1 2 2 2 2 2 2 1 2 1 1 1 2 2 2 1 2 1 2 9 2 2 2
left_child=1 2 5 6 7 12 8 -3 9 -4 -10 -5 -1 21 22 17 -15 -2 -13 20 -9 23 24 -6 -7 -20
right_child=15 4 3 11 13 14 -8 19 10 -11 -12 18 -14 16 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0 0.10929579599219968 -0.044473467210220025 -0.0062897793959773383 -0.01312374081015657 0.0090600441316742442 0.011562094154130991 0 0.002325731457654967 0 0.032920295797856075 0.070890333160528313 0 -0.021429882982776621 -0.0055390564782303595 0 0 0 0 0.0037004015328202296 -0.0019287087713527546 0 0 0 0 0 0
leaf_weight=8.7493321133697446 5.3564232307217017 78.053982897525202 22.285186073804656 12.588696584594802 5.7599326692106843 2.268937097229355 0.72598084508353977 3.977094772786586 10.300613073392014 6.1112494398803383 31.387924424323501 1.0207513212480988 27.454266892378655 9.1693440923481795 3.5062800211708236 0.028292958524616441 0.054408041763964188 0.02070441645446397 2.7866459653032507 3.6489029319836845 3.5879195571469591 0.056172748465541988 0.49463258409195932 0.050566559277285594 0.024293529977512551 0.0060046749185856943
leaf_count=107539 72178 872148 243164 95372 116978 59455 24754 35446 114831 64451 325053 26689 304081 143860 95021 801 1550 540 75251 33689 33169 1966 14522 1482 705 190
internal_value=0 -0.00192541 0.0231429 0.0441722 -0.0328076 -0.0131032 0.0567184 -0.04131 0.0578552 0.00958844 0.0687767 -0.0051782 -0.0199462 0 0.00194414 0.109006 -0.00248665 0.109173 0.000551367 0 0 0.00683094 0.00750685 0.00890604 0.00876422 0.00282112
internal_weight=0 234.069 129.711 87.2131 104.358 42.4977 70.811 89.2679 70.085 28.3964 41.6885 16.4021 36.2036 15.0904 6.29414 5.40542 9.22375 5.37713 3.8134 11.2139 7.56501 5.86667 2.78786 5.8105 2.29323 2.79265
internal_count=2864885 2791366 1551078 969755 1240288 581323 772253 974452 747499 307615 439884 197502 411620 265836 169703 73519 145410 72718 102130 102304 68615 120426 74682 118460 60160 75441
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 27266816 2 261 384 706 337 788 432 8389376
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=21
num_cat=5
split_feature=10 1 0 4 2 3 2 0 3 0 3 3 3 0 3 3 3 3 3 3
split_gain=36.3488 22.3118 14.6633 8.61872 7.34123 6.0148 2.98784 0.844383 0.723939 0.523162 0.1584 0.116258 0.0911927 0.0657872 0.0535331 0.0533265 0.0480367 0.0213617 0.00363136 0.000788543
threshold=0 1 1.5000000000000002 2 3 3.5000000000000004 4 17.500000000000004 10.500000000000002 15.500000000000002 7.5000000000000009 13.500000000000002 13.500000000000002 13.500000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 20.500000000000004 7.5000000000000009
decision_type=9 1 2 1 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 7 -3 9 18 15 11 -7 -1 13 -2 -8 -5 -6 -12 -4 -16
right_child=12 2 4 8 16 10 14 -9 -10 -11 17 -13 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.058813514076863208 0.10569714466804206 -0.053841526893504181 0.041848215990833403 0 -0.017046850015853907 -0.0021855890289145274 -0.0037320904707228348 0 0 0 0.0069212579804468505 0 0 0 0.00046271744447701424 -0.016219232101050418 0 0 0 0
leaf_weight=50.593920665355654 5.9749216584568776 76.148452171335521 22.165975574420379 0.9049573140073307 21.8356708327583 18.04938762775237 8.4341853981832156 0.86239016312356298 0.099454965058613065 0.34723135786407411 2.7342447526243627 0.076491454297864858 0.028292958524616441 0.020374887049911083 6.8293238875103262 14.162433613790197 8.547019148601974 0.15498227613170446 0.00358836879786295 0.38198196130724671
leaf_count=538567 72178 819917 216726 9792 252083 283279 137447 16756 3042 7278 65296 1845 801 541 119799 170022 133904 5116 113 10430
internal_value=0 -0.00127609 -0.023365 0.0313249 0.0102869 -0.0441363 0.0468952 0.0332602 -0.00922638 0.0516124 0 0.0586629 0.105419 0.105581 0 -0.0156827 -0.0133325 0.0064174 0.0418385 0
internal_weight=0 232.332 150.502 81.83 53.4146 97.0871 66.6631 23.032 15.1668 51.0176 20.9386 50.6704 6.02359 5.9953 15.6455 15.0674 30.3827 2.88923 22.1696 7.21131
internal_count=2864932 2791412 1793190 998222 619582 1173608 815366 233595 182856 547690 353691 540412 73520 72719 267676 179814 385987 70412 216839 130229
cat_boundaries=0 1 2 3 4 5
cat_threshold=1 896 2 11012736 8654688
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=35
num_cat=12
split_feature=10 2 0 1 4 0 3 3 3 2 0 1 3 1 0 3 2 7 3 0 0 1 3 3 4 3 3 3 7 3 3 0 0 3
split_gain=34.2368 20.8227 9.41731 5.72342 4.74667 2.35025 1.3954 0.896289 0.624885 0.858182 0.511416 0.508465 0.345039 0.237068 0.185587 3.04488 0.0969649 0.259193 0.0868898 0.0684445 0.0639265 0.0461771 0.0261619 0.0131652 0.0129249 0.00834116 0.00805756 0.00578403 0.0120986 0.00169427 0.219913 0.000779091 0.00921111 0.000609053
threshold=0 1 1.0000000180025095e-35 2 3 4.5000000000000009 10.500000000000002 4.5000000000000009 1.5000000000000002 4 17.500000000000004 5 3.5000000000000004 6 1.5000000000000002 3.5000000000000004 7 8 13.500000000000002 13.500000000000002 13.500000000000002 9 13.500000000000002 1.0000000180025095e-35 10 20.500000000000004 13.500000000000002 2.5000000000000004 11 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 9.5000000000000018 16.500000000000004
decision_type=9 9 2 1 1 2 2 2 2 9 2 1 2 1 2 2 9 1 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2
left_child=1 2 7 8 10 6 -5 11 16 19 14 -1 23 24 15 -4 31 -18 20 22 -2 -14 -10 -6 26 -16 -9 -11 -29 -7 -31 -3 -33 -23
right_child=18 3 4 5 12 29 -8 13 9 27 -12 -13 21 -15 25 -17 17 -19 -20 -21 -22 33 -24 -25 -26 -27 -28 28 -30 30 -32 32 -34 -35
leaf_value=0 0.1019581201620726 0 -0.0073119879135254895 -0.048657226322712806 0 0 0 0.01090226596908745 0.01918920131057554 0 0 -0.016280820862337213 0 0 0.06120101446547016 0.029358891894564355 0 -0.010020244816185703 0 0 0 0.0059287714555640797 0 -0.0092260693446112128 0 0 0 0 -0.0023790808043593161 -0.0076468926659689525 0 0.0017289050861113754 0 0
leaf_weight=8.1662964276110852 6.6408849518193156 3.1783405742971809 18.546509522331693 67.382213315364424 0.97143451290503247 3.0186062831071458 0.71105426036956387 1.5592514131694768 17.822598000822843 1.8431195616358333 0.38924811762626532 20.916924640600886 0.76028458928522014 3.2940102345164632 35.752017242457441 5.5593181464591899 1.1510355967966461 10.010978289757986 0.028292958524616441 0.16612209057166083 0.020779024978764826 2.0969473339264368 0.062473955929816749 7.4552855917190755 1.0075428970631028 0.0052184098531132808 0.035252556279374514 0.6195566395217611 5.0720518421549059 7.8977863044856331 2.3630748156901973 3.4219707629963527 0.4154544095017626 0.0049954858623094669
leaf_count=123452 72178 34043 164537 826513 8817 34890 22545 36519 266560 21905 12497 255070 19864 88836 304902 51795 14370 121228 801 2422 543 57596 2054 57065 30921 164 1096 8025 68626 75024 39252 35377 4963 154
internal_value=0 -0.00102177 0.0255706 -0.0261237 0.0437724 -0.0382083 -0.0469905 -0.0061263 0.000280224 0.00973822 0.0517843 -0.0136833 0 0.00307472 0.0524418 0.00718981 -0.00452149 -0.00618093 0.101688 0.0154143 0.101844 0.00346184 0.0190337 -0.00891866 0.00797577 0.0611882 0.0107785 -0.00112569 -0.00193851 0 -0.000648709 0 0.000479839 0.00450801
internal_weight=0 231.657 106.521 125.136 71.5413 81.3727 68.0933 34.9793 43.7637 25.5859 60.2523 29.0832 11.2889 5.89606 59.8631 24.1058 18.1778 11.162 6.68996 18.0512 6.66166 2.86223 17.8851 8.42672 2.60205 35.7572 1.5945 7.53473 5.69161 13.2795 10.2609 7.01577 3.83743 2.10194
internal_count=2864604 2791082 1213285 1577797 677391 998224 849058 535894 579573 369592 533895 378522 143496 157372 521398 216332 209981 135598 73522 271036 72721 77614 268614 65882 68536 305066 37615 98556 76651 149166 114276 74383 40340 57750
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1 10486528 896 2 263290 896 337 2116 12 788 2 4
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=28
num_cat=11
split_feature=10 2 4 0 3 2 3 0 1 0 3 3 3 1 3 1 1 2 3 0 0 0 1 3 3 0 2
split_gain=32.0272 18.7483 11.2255 7.17312 3.19075 1.35741 1.16512 0.926064 0.771795 0.7524 0.704206 0.417275 0.398492 0.283866 0.263328 0.22386 0.178533 0.106342 0.0825458 0.0709291 0.0580188 0.0140251 0.0238277 0.0109402 0.0100823 0.00962609 0.00322789
threshold=0 1 2 1.0000000180025095e-35 4.5000000000000009 3 10.500000000000002 17.500000000000004 4 5.5000000000000009 1.5000000000000002 1.5000000000000002 5.5000000000000009 5 1.0000000180025095e-35 6 7 8 13.500000000000002 14.500000000000002 13.500000000000002 12.500000000000002 9 20.500000000000004 16.500000000000004 13.500000000000002 10
decision_type=9 9 1 2 2 9 2 2 1 2 2 2 2 1 2 1 1 9 2 2 2 2 1 2 2 2 9
left_child=1 2 3 8 9 11 13 23 10 -3 26 16 -13 -4 -15 24 -5 -12 20 -17 -2 22 -11 -7 25 -6 -1
right_child=18 4 6 5 15 7 -8 -9 -10 21 17 12 -14 14 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0 0.098104689549090018 -0.040454143003445249 0 0 0.0088488582772036292 0.058017042530216126 0 0 -0.010469180915587038 0.0023019964323303193 0 0.0130075216853393 0 0 -0.027479623247715343 -0.0049607465489542998 -0.0084521244247367892 0.014874329761396292 0 0 0 -0.0020404223804599201 0 0 0 0 -0.00086266932964268114
leaf_weight=4.3823491926104907 7.3535181121478663 70.760709769971982 1.4031444185820883 0.45405624826707935 5.8293057813534688 57.325200927654805 0.12191275198347185 0.62623610682203334 14.729125651651886 4.9647722973695636 1.0325704713613957 8.9346569639237696 2.7695556172384377 1.7424149704656944 23.77679729213196 8.9310099698668601 6.9693879437581954 6.1370892212307808 0.028292958524616441 0.053507510019699889 0.019852089748383039 3.6872771971320617 2.5648823029478063 0.0073091914073292177 0.056170197232859098 0.052579684377633273 3.3741027136838948
leaf_count=48368 72178 846455 16475 5174 120582 519075 3259 19790 206845 45887 20405 96135 25826 19155 328736 143892 97909 122407 801 1679 605 33117 24581 220 1966 1649 41164
internal_value=0 -0.000653457 0.020254 0.0352811 -0.0291469 0.0475322 -0.0176096 0.0510725 0 -0.0374888 0.00559504 0 0.00789984 -0.0227035 -0.0221617 0 -0.00647725 0.0156848 0.0978497 -0.00201039 0.0979995 0 0 0.0580038 0.00666491 0.00868935 0
internal_weight=0 230.686 133.786 106.742 96.9002 77.0864 27.0443 57.9587 29.6552 81.9776 14.9261 19.1277 11.7042 26.9224 25.5192 14.9226 7.42344 7.16966 7.40166 8.98452 7.37337 11.2169 7.52965 57.3325 5.93806 5.88189 7.75645
internal_count=2864335 2790751 1570943 1203318 1219808 764129 367625 539085 439189 950040 232344 225044 121961 364366 347891 269768 103083 142812 73584 145571 72783 103585 70468 519295 124197 122231 89532
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 27266816 2 16777472 464 1 706 512 2098176 440 2097664
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=25
num_cat=7
split_feature=10 1 0 4 2 3 2 2 3 0 3 0 3 3 1 3 0 3 3 3 3 0 3 0
split_gain=30.0432 16.7152 11.6536 6.49111 5.91481 5.66002 2.36373 0.907442 0.665456 0.522873 0.326489 0.306185 0.23129 0.0911769 0.0846808 0.0781818 0.0566497 0.0465418 0.0120736 0.00940617 0.0266261 0.0343257 0.00307871 0.0028987
threshold=0 1 1.5000000000000002 2 3 3.5000000000000004 4 5 10.500000000000002 17.500000000000004 10.500000000000002 15.500000000000002 1.5000000000000002 13.500000000000002 6 13.500000000000002 13.500000000000002 1.0000000180025095e-35 16.500000000000004 1.5000000000000002 7.5000000000000009 7.5000000000000009 20.500000000000004 8.5000000000000018
decision_type=9 1 2 1 9 2 9 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 9 -3 11 18 17 22 -9 13 -6 -1 -14 16 -2 -5 -7 23 21 -21 -4 -8
right_child=15 2 4 8 12 7 19 10 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.05277185395054667 0.094165193547542311 -0.050384295227352799 0.037371159925252799 0 -0.01641823264928928 0.013814001131809051 -0.00083731029353187379 -0.013357530493309254 0 0 0 0 0.0029276066334544865 0 -0.0030922903200687555 0 0 -0.015225558121545135 0 0.0040331023731333647 0 0 0 0
leaf_weight=45.270972685624656 8.1112946701650745 68.752624402142828 20.953600581859071 0.91284403473400466 20.249329110618419 10.416193583321725 11.34576496579939 9.2414893858549476 0.10078366608286238 0.60467520693782617 0.61758651426680522 0.2314962183481829 4.6913707589328624 0.068455543092567406 8.4993924804384715 0.028292958524617329 0.020465344883633274 13.644822623403341 0.041056998712520776 13.254846960969184 0.60953018627151401 0.4890183513452947 0.0034710069630808906 0.60451101398575779
leaf_count=452305 72178 807085 175831 10102 242789 193220 160491 123845 3042 10000 19906 4983 63916 1504 120608 801 608 164013 1126 209568 15707 7362 109 11033
internal_value=0 -0.000622573 -0.0206881 0.0264423 0.00822616 -0.0403742 0.0393789 0 -0.00819294 0.0299436 -0.00774042 0.0460693 -0.0114943 0.052633 0 0.0939171 0.094061 -0.0147181 0.0109836 0 0.00145627 0.00287004 0.0373618 0
internal_weight=0 230.604 144.071 86.533 55.0018 89.069 71.8746 20.3163 14.6585 21.5617 9.85908 45.5709 33.4401 45.3394 13.1908 8.16005 8.13176 14.5577 10.4573 26.3037 14.3534 13.7439 20.9571 11.9503
internal_count=2872132 2798545 1758435 1040110 613253 1145182 862953 338097 177157 185940 143751 458792 427313 453809 184524 73587 72786 174115 194346 404161 232637 216930 175940 171524
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1 896 2 2624128 8652576 3008 48
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=28
num_cat=11
split_feature=10 2 3 0 1 4 0 2 3 1 3 2 0 1 7 2 3 0 0 0 3 3 0 1 3 3 3
split_gain=27.9254 15.5896 7.29812 8.34675 4.66495 2.97232 1.95151 1.49684 1.27015 0.835176 0.537564 0.824041 0.503934 0.122651 0.0854666 0.243787 0.0738527 0.0619526 0.0540525 0.0513044 0.0498355 0.0250011 0.0082307 0.00620249 0.0181481 0.00165321 0.213532
threshold=0 1 3.5000000000000004 1.5000000000000002 2 3 4.5000000000000009 4 10.500000000000002 5 1.5000000000000002 6 15.500000000000002 7 8 9 13.500000000000002 13.500000000000002 17.500000000000004 13.500000000000002 20.500000000000004 13.500000000000002 1.5000000000000002 10 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=9 9 2 2 1 1 2 9 2 1 2 9 2 1 1 9 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 3 9 10 7 8 12 -6 -1 14 17 -5 -9 -3 22 19 21 20 -2 -4 -12 -16 -13 -25 -8 -27
right_child=16 4 18 5 6 -7 25 13 -10 -11 11 23 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28
leaf_value=0 0.090169343184557563 0 0.051737390066160065 0.048472120408654305 -0.044876762979438406 -0.0023662523849904116 0 0.0010767603284046264 0 -0.023144619946363874 0.018310110510688423 0 0 -0.0050899225110391079 0 -0.0095599472571162823 0 0 0 0 0 0 0.0015680459900574786 0 -0.0032678699416765484 -0.0075396502946946959 0
leaf_weight=15.650458463032917 8.9119686728299659 1.9360018526676865 26.015624576613853 21.856955062110504 60.703856860203814 4.823770801183854 3.0101410756142277 5.5094715586074017 0.71344908741775626 31.559198992306847 18.177899967673518 0.7378436628550844 0.42468526968332199 5.3056277748164558 2.8872179034151486 9.7564498667670758 0.028292958524617329 0.15823234802155539 0.041655744540547768 0.019621532677775444 0.03830902572371897 0.062830111355650753 3.4748963249121516 1.6964773657600769 5.148345349021838 7.85382801295418 2.4038299252970319
leaf_count=175173 72178 22920 384438 101031 804524 37622 34695 70566 22545 360832 275173 9175 10237 87985 30905 121498 801 2527 1382 589 1294 2054 35477 20148 65162 73961 39760
internal_value=0 -0.000371802 0.0216617 0.000744354 -0.0231377 0.028079 -0.0346049 0.0362862 -0.0431192 -0.0197054 0 0.0089624 0.0396769 0 -0.00427673 -0.00555804 0.0899355 0.0147269 0.0515211 0.0900735 0.0516337 0.018156 0 -0.00122537 -0.00180417 0 -0.000640825
internal_weight=0 229.947 111.226 85.1302 118.721 37.9205 74.6851 33.0967 61.4173 47.2097 44.0362 25.9816 22.2816 10.8151 18.0546 16.1186 8.95988 18.399 26.0956 8.93159 26.0539 18.2407 6.36211 7.58267 6.84482 13.2678 10.2577
internal_count=2864652 2791084 1230560 843446 1560524 307441 975485 269819 827069 536005 585039 374239 111268 158551 210800 187880 73568 279754 387114 72767 385732 277227 66382 94485 85310 148416 113721
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 10486528 896 2 8389120 704 263290 688 12 2116 512
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=30
num_cat=14
split_feature=10 2 3 0 0 2 3 4 4 1 1 1 2 0 6 0 3 1 0 3 0 3 1 3 3 3 7 2 3
split_gain=25.8192 13.8744 6.60801 5.16462 4.66349 4.42535 2.76566 2.35255 1.62855 1.26071 1.06448 0.679579 0.557171 0.238349 0.183403 0.175603 0.172441 0.121787 0.0875771 0.0698757 0.049442 0.0388292 0.0273576 0.078073 0.0760016 0.0122844 0.00365811 0.00313519 0.000450967
threshold=0 1 2.5000000000000004 1.5000000000000002 1.5000000000000002 2 5.5000000000000009 3 4 5 6 7 8 13.500000000000002 9 15.500000000000002 3.5000000000000004 10 17.500000000000004 13.500000000000002 13.500000000000002 20.500000000000004 11 11.500000000000002 3.5000000000000004 12.500000000000002 12 13 16.500000000000004
decision_type=9 9 2 2 2 9 2 1 1 1 1 1 9 2 9 2 2 1 2 2 2 2 1 2 2 2 1 9 2
left_child=1 2 3 9 6 8 -3 11 15 26 12 -4 13 25 19 -5 -12 -7 21 20 -2 -13 24 -24 -9 -6 -1 -18 -26
right_child=14 4 7 5 10 17 -8 22 -10 -11 16 18 -14 -15 -16 -17 27 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30
leaf_value=0.0009376293119176531 0.086496047710285517 -0.043594980359829109 0 0.046802986439122896 0.022324679280203347 0 0 0 0 -0.023456462145179505 -0.011193889792245768 0.054412091559854138 0 0 0 0 0.00085753659010556781 -0.008130698582883962 0 0 0 0 -0.0054376522703325049 0 0.0050730704831643113 0 0 0 0
leaf_weight=1.60964708519532 9.6782553338416566 55.097295469638084 3.3021887979484763 16.316325012376186 9.2394523119819443 2.9335835922047409 5.8140390917469622 1.1588653589369626 1.5172802283850639 27.932428223904026 21.797521652149957 32.167824828007724 5.2156102753633595 0.50113314647751472 0.074450279713345391 0.15293106322860595 2.6342993681519147 16.600994587013705 0.063472717583862415 0.028264364053030344 0.019965174022218757 0.028070699410817634 5.9548589546211588 0.053271243163180659 2.3583480894485551 0.024796750332826245 13.945559744401177 2.7895504833286386 0.0043407798857514326
leaf_count=18687 71651 721251 59602 43976 102251 41043 109450 11314 14862 326529 246410 336365 74289 6241 530 2053 50799 226011 2036 800 589 942 121955 1326 64126 762 169227 39009 135
internal_value=0 -9.02629e-05 0.0185926 0 -0.0238385 0.0199511 -0.0384027 0.0411537 0.0345029 -0.0183592 0 0.0479441 0.0109463 0.0165459 0.0859212 0.0463198 -0.00776869 -0.00593913 0.0466864 0.0862696 0.0864023 0.0543424 0 -0.00219173 0.00109903 0.0222474 0 0 0.00505898
internal_weight=0 229.214 126.1 81.0087 103.114 37.5211 60.9113 45.0912 17.9865 43.4876 42.2024 35.5616 14.981 9.76538 9.80094 16.4693 27.2214 19.5346 32.2594 9.72648 9.69822 32.1959 9.52968 6.00813 3.52155 9.26425 15.5552 5.42385 2.36269
internal_count=2864221 2790651 1440189 842388 1350462 327945 830701 597801 60891 514443 519761 398945 183543 109254 73570 46029 336218 267054 339343 73040 72240 337307 198856 123281 75575 103013 187914 89808 64261
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 27526912 512 2 2 896 656 7 2160 1 528 139 12 524466
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=28
num_cat=13
split_feature=10 2 3 0 1 4 1 3 0 0 7 0 3 7 6 2 0 3 0 3 0 2 3 2 7 3 1
split_gain=23.8096 12.6824 7.33835 6.89798 4.07445 4.63161 3.06515 1.86657 1.09786 0.94947 0.731549 0.369569 0.232083 0.193577 0.172425 0.149028 0.144691 0.140318 0.136079 0.0656921 0.047035 0.0459674 0.0335119 0.0279873 0.0234043 0.018724 0.00557612
threshold=0 1 3.5000000000000004 1.5000000000000002 2 3 4 5.5000000000000009 15.500000000000002 1.0000000180025095e-35 5 1.5000000000000002 1.5000000000000002 6 7 8 17.500000000000004 6.5000000000000009 3.5000000000000004 13.500000000000002 13.500000000000002 9 20.500000000000004 10 11 13.500000000000002 12
decision_type=9 9 2 2 1 1 1 2 2 2 1 2 2 1 9 9 2 2 2 2 2 9 2 9 1 2 1
left_child=1 2 3 6 15 8 12 11 -6 17 -8 -3 24 -14 19 -5 22 23 -13 20 -2 25 -11 -4 -1 -19 -9
right_child=14 7 9 4 5 -7 10 26 -10 16 -12 18 13 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0 0.082475476819386231 -0.042010282281656354 0 0 0.0458404342050103 -0.0044919639052723448 0 0 0 0.047264503454468386 -0.032000431638481729 0 0.010168397959112722 0 0 -0.010680435196863959 0 0.0089073329248817897 -0.0061177189197271211 0 0 0 0 -0.0026243556512534332 -0.0020794726291083615 0 0.0011320996661546253
leaf_weight=1.5242897971256752 10.552337651381089 37.252526178515836 0.19155738516928977 5.0119439296759083 36.505606823828202 6.645858511732512 1.4949567588955688 2.7468445210524797 1.0022252402195579 26.358348598141681 37.938242183251532 10.546190404624214 6.2922224517878913 3.3454123193641863 0.074450279713345391 8.1412019413073704 0.12454791358322737 2.1373247502288 13.671363458961421 0.028264364053030344 0.02020274619280904 0.65747095407095857 0.0287013584147634 9.2932468712042429 14.124007526097557 0.10270494140058861 3.5073414592097834
leaf_count=17077 71651 516388 4203 17924 311172 52427 17610 50694 21947 299292 468381 141108 79333 40784 530 107376 3790 50560 139339 800 605 18737 960 194233 164889 3080 69276
internal_value=0 0 0.0139658 0 0.0202535 0.0295151 -0.0187123 -0.0285223 0.0436752 0.0407894 -0.0282447 -0.0354991 0.00262156 0.00848047 0.081924 -0.00781764 0.0468651 0 -0.00224671 0.0822576 0.0823846 0.00639069 0.0471895 -0.00122881 0 0.00653378 0
internal_weight=0 228.644 160.92 122.026 57.3068 44.1537 64.7191 67.7243 37.5078 38.8939 39.4332 61.4701 25.2859 9.63763 10.6753 13.1531 26.5116 12.3823 24.2176 10.6008 10.5725 2.8975 26.387 9.4848 15.6483 2.24003 6.25419
internal_count=2864166 2790580 1873775 1298920 510846 385546 788074 916805 333119 574855 485991 796835 302083 120117 73586 125300 304042 270813 280447 73056 72256 72377 300252 198436 181966 53640 119970
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 27561761 261 2 896 8 1 1 512 800 8388608 12 149
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=24
num_cat=11
split_feature=2 3 1 2 10 0 7 0 3 1 1 6 3 4 0 0 1 3 3 0 3 3 7
split_gain=22.9733 9.4639 8.04545 4.82808 2.4361 1.32564 1.21183 0.687119 0.457666 0.798419 0.278226 0.274586 0.237241 0.33822 0.225459 0.224062 0.170391 0.0660946 0.0349526 0.0330731 0.0136059 0.0067298 0.000508981
threshold=0 2.5000000000000004 1 2 3 1.0000000180025095e-35 4 17.500000000000004 6.5000000000000009 5 6 7 1.5000000000000002 8 15.500000000000002 9.5000000000000018 9 16.500000000000004 9.5000000000000018 11.500000000000002 16.500000000000004 20.500000000000004 10
decision_type=9 2 1 9 9 2 1 2 2 1 1 9 2 1 2 2 1 2 2 2 2 2 1
left_child=2 4 7 5 6 8 -2 11 9 -3 20 21 15 16 17 -4 18 -7 19 -14 -10 -1 -6
right_child=1 3 12 -5 22 14 -8 -9 10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.070180609173383132 0 0.00312225440650668 -0.0094385987004125295 -0.015230234757813014 0 0.032770540238843009 -0.035091982384541552 0 0.015755891529637391 -0.01289731529605531 0 0 0.013722575807749705 0 0 0 0 0 0 0 0 0 0.0012575213148960519
leaf_weight=49.908282515804785 11.482589837963131 3.6373631510841742 16.374134673056695 10.725437585439066 0.084537153437850066 36.277272530859591 75.544894094980918 0.36700038377421051 1.9637322156304438 13.958724579990307 1.7309091602728579 0.14520937918496102 10.447190384553318 2.5622582573287191 0.30050044922245334 0.60310863169252016 1.2851388991530264 0.086907334243732204 0.12387219803349658 0.11416063218530403 0.040222390136477659 0.0035493506620686279 2.4656329064837332
leaf_count=395807 151980 60472 154317 128940 606 473303 988987 8182 48032 232553 42409 1135 83787 38982 6385 6542 17464 2505 857 1337 1367 108 18844
internal_value=0 -0.0107443 0.0443262 0.0114207 -0.0297551 0.0224502 -0.0333511 0.0614486 0 -0.00545582 0.00967828 0.0698643 0 0.00328886 0.031999 -0.00634409 0.00959492 0.0325967 0.010481 0.0134024 0.011894 0.0701731 0.00138084
internal_weight=0 158.299 81.9339 68.7211 89.5777 57.9956 87.0275 50.424 21.331 17.5961 3.73486 50.057 31.5099 14.5326 36.6647 16.9772 11.9704 36.3642 10.6852 10.5614 2.00395 49.9118 2.55017
internal_count=2864901 2156383 708518 995966 1160417 867026 1140967 405232 384833 293025 91808 397050 303286 142427 482193 160859 103445 475808 85981 85124 49399 395915 19450
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=264704 744 11011570 1 12 257 210 1 2 276 8
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=22
num_cat=8
split_feature=10 1 3 0 4 2 2 2 7 3 0 0 6 3 3 3 3 0 0 3 0
split_gain=21.9631 11.4288 8.33731 5.946 4.63285 2.10463 1.78189 1.65373 1.35554 0.621893 0.610987 0.279607 0.162008 0.0990845 0.0613838 0.0555063 0.0445234 0.044506 0.0365328 0.0313351 0.0176824
threshold=0 1 4.5000000000000009 4.5000000000000009 2 3 4 5 6 10.500000000000002 13.500000000000002 15.500000000000002 7 7.5000000000000009 13.500000000000002 10.500000000000002 1.0000000180025095e-35 13.500000000000002 17.500000000000004 20.500000000000004 6.5000000000000009
decision_type=9 1 2 2 1 9 9 9 1 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 4 3 8 7 18 10 11 -3 16 -5 13 14 -1 17 -7 -6 -2 19 -4 -8
right_child=12 2 5 6 9 15 20 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.041137006131592178 0.077523818416578516 0 0.031520481521212056 0.02717171435978475 0 -0.0070673681180367142 0 0 -0.038941623876030312 0 0 0 0 0 0 0 -0.014521095879919921 0 0 0 -0.0090064912757703529
leaf_weight=52.891073203214546 11.68319128145958 4.1081456181564135 14.098466834184359 6.170282473849511 0.90875294982106147 5.5094291840869145 4.0742432310253234 23.251032677520925 92.647481441930722 0.10905451611142858 1.0703271231905089 0.28851105794819787 0.075754665203929927 1.7613006368646882 0.02859993184029086 0.58768479127866147 13.285125472973048 0.020700636059701405 0.050428979462595502 0.043037096767876259 9.5628770009789132
leaf_count=467285 71651 44623 250193 43783 8854 63195 46757 355670 1169516 3042 13778 5207 530 23905 800 18368 174080 613 1690 1471 99511
internal_value=0 -0.000553445 -0.0179486 -0.0295623 0.0207504 0.0173185 0.00416681 0.0312376 -0.0384707 -0.00745623 0.0185383 0.0358632 0.0769928 0.0405628 0.0773141 -0.00454972 -0.0140161 0.0774357 0.0254772 0.0313922 -0.00678196
internal_weight=0 230.417 137.922 117.633 92.4949 20.289 20.8777 78.1919 96.7556 14.3029 7.24061 54.9409 11.8082 54.6524 11.7325 6.09711 14.1939 11.7039 14.1919 14.1415 13.6371
internal_count=2864522 2790928 1752885 1417968 1038043 334917 203829 852067 1214139 185976 57561 496397 73594 491190 73064 81563 182934 72264 253354 251664 146268
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1 896 2 11013074 264736 8652640 8 1
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=32
num_cat=13
split_feature=10 2 3 1 0 3 0 4 0 7 1 2 2 0 0 0 0 2 6 0 3 2 0 2 3 3 3 0 7 3 3
split_gain=19.9982 10.0097 5.10545 5.36973 2.39464 1.96854 1.96677 1.74395 1.60442 1.13249 0.745376 0.7561 0.323925 0.272077 0.219837 0.208052 0.171281 0.348977 0.151641 0.0624375 0.0574554 0.056276 0.0416582 0.0373541 0.0161517 0.0136549 0.0116769 0.0101534 0.0397574 0.00583552 0.00114455
threshold=0 1 3.5000000000000004 2 1.5000000000000002 6.5000000000000009 1.5000000000000002 3 2.5000000000000004 4 5 6 7 15.500000000000002 1.0000000180025095e-35 13.500000000000002 6.5000000000000009 8 9 17.500000000000004 13.500000000000002 10 13.500000000000002 11 20.500000000000004 6.5000000000000009 12.500000000000002 13.500000000000002 12 13.500000000000002 4.5000000000000009
decision_type=9 9 2 1 2 2 2 1 2 1 1 9 9 2 2 2 2 9 9 2 2 9 2 9 2 2 2 2 1 2 2
left_child=1 2 3 6 5 12 -1 13 9 -5 11 15 -3 -8 25 26 17 -12 20 24 22 -18 -2 -7 -16 -4 -6 28 -10 -27 -13
right_child=18 4 14 8 10 23 7 -9 27 -11 16 30 -14 -15 19 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 -32
leaf_value=0 0.073602356000150845 0 0 0.00079227680849694882 0.020126989632620204 0.0029911309806756265 0.041122838263169259 0 0 -0.025271136814108239 0 -0.0011756317346662676 -0.034725668217208829 0 0.043065406961412894 0 0.0030315719274858848 -0.013793914021276344 0 0 0 -0.0019479833856787356 0 0 0 0.0024599769374965092 0 0 0.0030868378518093304 0 0
leaf_weight=16.938514506557112 12.624530491135369 3.3755605070928141 7.8583106757650949 1.6696018824422936 9.9572331733961565 1.7511076312348448 16.055569444735742 1.964442231728756 2.9378845432274829 38.945523977643461 6.3999003992857979 5.4161500076661495 51.918514129737105 0.27771299028972762 22.420245296103538 0.49107277955772666 2.7052308754773549 14.519851630886484 0.075754665203929927 0.059848614029759939 0.02859993184029086 4.874024879291027 0.020700893264803066 1.9209974919267545 0.01543846258573367 2.2075927434707414 0.026411677756187468 1.2404771932069696 12.380169241298065 0.1278130459049861 0.95289124876035192
leaf_count=189702 71651 53735 167405 16648 116045 47930 99163 14470 24210 438768 100669 74269 740753 5361 203287 6468 35599 183206 530 2016 800 48521 613 35319 486 52078 762 13807 101866 3700 14758
internal_value=0 -0.000166749 0.015675 0 -0.0203119 -0.0314358 0.0209425 0.0345711 -0.0145951 -0.0235364 0 0.00731016 -0.0355183 0.0402769 0.0387714 0.0149078 -0.00802931 -0.0116271 0.0730945 0.0428602 0.0734018 0 0.0735181 0 0.0430233 0 0.0200476 0 0.00149682 0.00205497 -0.000796478
internal_weight=0 229.408 125.099 92.4099 104.309 58.9662 35.2362 18.2977 57.1737 40.6151 45.3428 16.8438 55.2941 16.3333 32.6892 10.4747 28.499 20.9198 12.7496 22.4955 12.6738 7.57926 12.6452 3.67211 22.4357 10.1937 9.98364 16.5585 15.3181 2.33541 6.36904
internal_count=2864595 2791001 1332967 903995 1458034 877737 308696 118994 595299 455416 580297 212302 794488 104524 428972 123275 367995 283875 73594 205789 73064 84120 72264 83249 203773 223183 116807 139883 126076 55778 89027
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 27264768 672 2 8 656 2160 262144 194 1 788516 178 2
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=27
num_cat=13
split_feature=2 3 2 1 10 2 0 6 1 3 0 3 0 0 1 1 0 3 3 1 7 2 3 3 0 1
split_gain=19.2374 5.36121 3.96799 3.43982 3.02559 1.54272 1.12301 0.308736 0.264432 0.322182 0.336957 0.263686 0.251166 0.19665 0.163543 0.13117 0.104371 0.211421 0.0928234 0.0635256 0.0553971 0.0392355 0.0145094 0.00531133 0.00190861 0.000116237
threshold=0 2.5000000000000004 1 2 3 4 1.5000000000000002 5 6 12.500000000000002 10.500000000000002 3.5000000000000004 17.500000000000004 15.500000000000002 7 8 2.5000000000000004 2.5000000000000004 13.500000000000002 9 10 11 16.500000000000004 20.500000000000004 12.500000000000002 12
decision_type=9 2 9 1 9 9 2 9 1 2 2 2 2 2 1 1 2 2 2 1 1 9 2 2 2 1
left_child=3 4 6 16 5 19 11 12 -4 10 -10 -3 23 18 -13 21 17 -1 -8 -2 -7 24 -16 -5 -6 -18
right_child=1 2 8 7 15 20 13 -9 9 -11 -12 14 -14 -15 22 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0090584615340742695 0.0030290269440707211 -0.0027424428671121814 0 0.061062901925645501 0.013780396292049342 0 0.032872766727463781 0 -0.02253790463363816 0 0 0 0 0 0.0098047063941980265 0 0 0 0 -0.0017981711510326476 -0.03343855777924222 0 0 0 0 0.00016455095326748932
leaf_weight=8.4851460438185295 9.5001082939725148 9.0710717068750437 2.5698824898445309 51.324520585836581 1.6396304171430525 7.4967156320353752 21.17501919114148 0.19564612167960049 16.473363368062575 0.21268456321013118 0.24970394810225016 6.2636117430611193 0.15807436030627187 0.26283264824996777 20.998069948359451 1.1674014284672005 0.255094628499136 2.5837533018020613 0.1219192089902198 16.006547144811069 62.158632601071986 0.68653639926924404 0.071112361030826743 0.0033319496305911347 0.0064840541326703907 2.9284473550505941
leaf_count=112754 131993 109309 34512 302074 9748 98603 253553 1220 208069 6757 4316 116108 3857 5366 336928 7617 2417 27442 3104 241157 827063 4732 2280 101 122 14053
internal_value=0 -0.00746806 0.00793242 0.0444117 -0.0215026 -0.0264977 0.0194271 0.0537753 -0.0126149 -0.0156958 -0.0208116 0 0.0607439 0.0318812 0.00639271 0.00746068 0 -0.0050412 0.032557 0 -0.0306937 0.00866219 0.00807133 0.0610563 0.0104538 0
internal_weight=0 176.131 77.4693 65.934 98.6621 95.162 57.9636 51.6816 19.5056 16.9358 16.7231 36.4039 51.4859 21.5598 27.3328 3.50005 14.2524 11.0689 21.2969 25.5067 69.6553 2.33265 21.0692 51.3279 1.64611 3.18354
internal_count=2865255 2401337 1080302 463918 1321035 1298816 826648 307252 253654 219142 212385 564625 306032 262023 455316 22219 156666 140196 256657 373150 925666 14602 339208 302175 9870 16470
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=262656 11010546 23 1 23112708 1 544 52 460 656 4 2114 1
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=27
num_cat=12
split_feature=10 1 0 3 2 4 2 3 0 0 1 1 7 3 6 2 2 3 0 3 3 2 3 3 3 0
split_gain=18.0647 8.60453 7.17506 4.0138 3.63618 3.58558 1.11613 0.574863 0.352487 0.278051 0.243415 0.232805 0.417366 0.208588 0.141691 0.135659 0.0813673 0.042241 0.0327984 0.0284754 0.0281936 0.151604 0.0609233 0.0133812 0.00218998 9.25212e-05
threshold=0 1 1.5000000000000002 7.5000000000000009 2 3 4 10.500000000000002 17.500000000000004 15.500000000000002 5 6 7 7.5000000000000009 8 9 10 1.0000000180025095e-35 13.500000000000002 13.500000000000002 1.5000000000000002 11 1.0000000180025095e-35 16.500000000000004 20.500000000000004 5.5000000000000009
decision_type=9 1 2 2 9 1 9 2 2 2 1 1 1 2 9 9 9 2 2 2 2 9 2 2 2 2
left_child=1 5 3 -3 8 6 9 17 10 13 -4 20 -13 -1 16 23 18 -7 19 -2 22 -22 -6 -5 -12 -8
right_child=14 2 4 15 11 7 25 -9 -10 -11 24 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.032457993180587549 0.079220534232836495 -0.038836688912858151 0 0.010208411187340073 0 0 -0.00015197161273401997 0 0 0 0.031426175456071369 -0.017033697876833571 0 0 0 0 0 -0.013743180855732862 0 0 0.0064381044422886979 0 -0.0042277852558818231 0 0 0
leaf_weight=68.889304229018308 11.288261802277699 72.996935276633849 2.4646348956575834 1.7578626568301841 2.7003249613371718 0.90440843610121824 10.060487787080998 0.11213942313043013 0.58295777562488993 0.38040704882041509 22.495581290238995 16.648742242111442 3.166304210628371 2.0025325309379687 0.076867105568452554 1.3052012648549856 2.5306121326721014 12.89475392773147 0.014848044776955116 0.012877798575574029 3.2173668969317077 1.8004763641492898 4.4565667568458593 0.063059467016500892 0.0030115010231374075 0.84148814808213579
leaf_count=624503 55635 1077240 27769 34970 37780 9152 183231 3042 9912 7209 157007 211802 41304 27011 530 29303 16753 177363 429 245 40365 25289 50020 1709 94 15241
internal_value=0 -0.000297066 -0.0159345 -0.0331002 0.00508959 0.0175626 0.0265763 -0.00663087 0.02204 0.0285015 0.0273444 -0.00971135 -0.0130667 0.0318109 0.0684671 0.00565615 0.0687624 -0.0132412 0.0636859 0.0791646 0 0.0028038 -0.000423038 0.00760124 0.0263915 0
internal_weight=0 229.745 133.659 76.1231 57.536 96.0855 82.1742 13.9113 25.5462 71.2722 24.9632 31.9898 19.815 70.8918 13.9235 3.12612 13.8466 13.7992 11.316 11.3011 12.1747 5.01784 7.15689 1.82092 22.4986 10.902
internal_count=2864908 2791316 1744564 1143222 601342 1046752 857195 189557 194782 658723 184870 406560 253106 651514 73592 65982 73062 186515 56309 55880 153454 65654 87800 36679 157101 198472
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1 896 2624128 2 8654712 5 48 3 1 930 264770 8388930
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=26
num_cat=15
split_feature=10 3 0 2 2 4 1 7 1 1 0 2 3 7 2 6 0 1 3 0 3 3 3 7 1
split_gain=16.5469 8.28798 8.53604 6.78567 6.31598 2.6182 1.42543 1.05865 1.05919 0.649121 0.502427 0.445408 0.329028 0.325408 0.263378 0.126197 0.115017 0.108289 0.055686 0.0311453 0.026673 0.0148238 0.0254189 0.0137322 0.00156375
threshold=0 3.5000000000000004 1.5000000000000002 1 2 3 4 5 6 7 15.500000000000002 8 12.500000000000002 9 10 11 17.500000000000004 12 20.500000000000004 13.500000000000002 13.500000000000002 4.5000000000000009 6.5000000000000009 13 14
decision_type=9 2 2 9 9 1 1 1 1 1 2 9 2 1 9 9 2 1 2 2 2 2 2 1 1
left_child=1 2 6 16 5 10 11 17 -9 21 -4 -1 -11 -8 15 19 18 -6 -3 20 -2 -5 -23 -13 -7
right_child=14 3 4 9 7 24 13 8 -10 12 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0054809932794504081 0.075270935132863315 0.041749842602555959 0.03871633018547449 0 0 0 0 0 -0.024094198438910169 -0.022190956673388648 0 0 0 -0.039707936501751584 0 0 0 0.0050712727730261413 0 0 0 0.0036096853821188249 0 -0.0076156943290027609 -0.00058775808220545844
leaf_weight=7.4017309798937276 12.218372623341562 44.069523612276498 33.429870775386917 0.94575838829587189 1.7719882768451498 1.4828444311833662 1.9766985099449812 6.2381102188955992 28.504063824773766 13.695912569699431 0.55353924275732325 2.6246349833454587 0.25377242804643252 51.218977752060709 2.5461256053222305 0.061148957334805298 0.11464656331736378 4.731252350125942 0.055253450231247281 0.015052463155371565 0.012877798575574029 0.88508730583453121 0.4334614946073998 23.860460182100727 5.2658096785335138
leaf_count=104327 55635 615131 157116 13011 24674 13092 25900 76454 355480 182616 10046 29244 7820 770567 16884 398 3084 58408 1896 430 245 11647 8653 263922 58755
internal_value=0 -0.000208663 -0.0125996 0.0238125 0.00715104 0.026328 -0.030823 -0.0126131 -0.0183885 -0.0110556 0.0375162 0 -0.0165901 -0.0366949 0.0649725 0.0605823 0.0365079 0.00106741 0.0416442 0.0751551 0.0752175 0 0.0021756 -0.00675094 0
internal_weight=0 229.513 169.06 60.4534 81.9775 40.7321 87.0825 41.2454 34.7422 16.214 33.9834 33.8868 13.9497 53.1957 14.8536 12.3075 44.2394 6.50324 44.1248 12.2463 12.2313 2.26431 1.31855 26.4851 6.74865
internal_count=2865435 2791843 1947985 843858 754025 239009 1193960 515016 431934 223747 167162 397493 190436 796467 73592 56708 620111 83082 617027 56310 55880 33311 20300 293166 71847
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 11010994 2628 2 896 12 544 544 2360360 8 264770 1 39 4 272
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=28
num_cat=14
split_feature=2 1 3 2 5 4 1 3 0 3 0 10 1 6 0 0 1 7 3 3 2 1 1 3 0 0 3
split_gain=15.2509 6.40334 6.00006 3.74267 1.69615 1.59534 1.33319 0.859701 0.592848 0.359528 0.280151 0.237798 0.255378 0.210316 0.195225 0.140525 0.132701 0.125727 0.117613 0.0715812 0.0571216 0.0546794 0.0430093 0.00578335 0.00103119 0.00183951 0.00142323
threshold=0 1 1.5000000000000002 2 3 4 5 5.5000000000000009 17.500000000000004 5.5000000000000009 3.5000000000000004 6 7 8 3.5000000000000004 15.500000000000002 9 10 13.500000000000002 6.5000000000000009 11 12 13 20.500000000000004 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018
decision_type=9 1 2 9 1 1 1 2 2 2 2 9 1 9 2 2 1 1 2 2 9 1 1 2 2 2 2
left_child=1 9 4 5 11 6 19 16 13 10 -1 12 -2 23 -5 18 -7 21 -8 -4 22 -9 -6 -3 -11 26 -26
right_child=2 8 3 14 20 7 15 17 -10 24 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.011907759823323399 0 0.052621804050998956 -0.0042470570878970597 -0.020704437366348197 0.0053842170022221445 0 0.029721641228601395 0 0 0 0 0 -0.032523217246753153 0 0 0 -0.011500114107341511 0 0 0 0 0.011503115231845143 0 0 0.0011838689348724516 0 0
leaf_weight=18.808253414601502 2.3505236168057309 66.303628846942047 9.6846602836721996 15.399359986809943 0.80304692715162651 0.89946415323174822 45.542417986429427 0.77853078068801551 0.45232588377984839 0.19810100682116061 3.8440453235070882 1.9661126659739228 51.88133108060083 0.15865819266036751 1.6794255702316139 0.20959159222729695 15.36693925366308 1.0948892613942005 0.17322926079759682 1.9055962705588161 2.3758423718627451 2.1512107105299942 0.65796076233709755 0.0043507622576716134 0.63708954947287566 0.11856652852657135 0.065801549682873883
leaf_count=192025 28916 491668 128922 233186 12812 11914 545832 20589 9825 2833 26915 11552 728496 1148 20090 3900 221694 29721 4515 33024 32661 57214 9882 130 3877 843 427
internal_value=0 0.0347531 -0.00919822 0.00408989 -0.0289187 0.0145891 0.0222571 0 0.0468217 -0.00263375 -0.00884504 -0.0327152 -0.0335187 0.0523639 -0.0159064 0.0256847 -0.0113835 0.00874428 0.0294248 0 0 0.00948093 0.00371176 0.0526149 0 0.00057842 0.000966951
internal_weight=0 90.5908 154.92 94.8853 60.0348 77.8065 57.5155 20.291 66.919 23.6719 22.6523 56.198 54.2319 66.4666 17.0788 45.9252 16.2664 4.02463 45.7156 11.5903 3.83685 2.92974 1.46101 66.308 1.01956 0.821458 0.702891
internal_count=2864611 729691 2134920 1310601 824319 1057325 716193 341132 502771 226920 218940 768964 757412 492946 253276 554247 233608 107524 550347 161946 55355 77803 22694 491798 7980 5147 4304
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=264704 263 8914418 1 2 71 1 512 1 1 5 2098210 284 285
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=29
num_cat=11
split_feature=10 2 3 1 0 4 7 1 3 2 0 0 0 1 0 0 6 0 3 0 0 2 7 3 0 3 3 3
split_gain=15.1001 7.17067 5.44217 3.52739 2.25011 1.58349 1.55444 1.007 0.873859 0.46527 0.423168 0.266293 0.191699 0.36331 0.188504 0.134577 0.118006 0.117608 0.0969846 0.0833811 0.0765995 0.0686464 0.0687906 0.057237 0.0285395 0.0250646 0.0180443 0.0156498
threshold=0 1 3.5000000000000004 2 1.5000000000000002 3 4 5 6.5000000000000009 6 9.5000000000000018 15.500000000000002 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 8 11.500000000000002 11.500000000000002 17.500000000000004 10.500000000000002 9 10 6.5000000000000009 13.500000000000002 13.500000000000002 20.500000000000004 13.500000000000002
decision_type=9 9 2 1 2 1 1 1 2 9 2 2 2 1 2 2 9 2 2 2 2 9 1 2 2 2 2 2
left_child=1 2 3 4 21 11 15 14 -9 16 -8 -6 13 27 -3 -5 24 23 -15 26 -17 -1 -23 -16 25 -2 -14 -4
right_child=9 7 12 6 5 -7 10 8 -10 -11 -12 -13 19 18 17 20 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0 0.070161891401191681 -0.0018985274704530434 0.010531607002870853 0 0.033847685646963076 0 -0.02442790797392479 -0.02835689442122933 0 0 0 0 0.036810585048173187 -0.0071383062903669151 0.0096937977877320624 0.0081908480592298508 0 0 0 0 0 0 -0.0053183385491665514 0 0 0 0 0
leaf_weight=3.3528264937513086 13.485490550971001 3.6385895319854162 5.2837814957329083 2.3232401861096132 20.05119301388368 2.2935840369282259 49.383430217782006 70.495065749191781 3.937031998870224 2.5702796882196735 2.3896689276771204 0.34164725215487024 28.46999173764744 6.6132480633259547 7.376415107126375 6.9700980514207913 0.062508131588402516 0.72549658576099307 0.20244838513281127 0.096134429917582476 0.49379291343757348 2.0960600656799215 14.918456189881914 0.29526042320685508 0.015077656060385247 0.013227974082838823 0.020714990600025796 0.071373592745658132
leaf_count=45693 55635 59308 104957 35319 119492 16940 518654 1027647 78351 16884 22676 4180 263079 134733 99883 54271 398 8168 5412 2666 5513 20637 155842 5469 429 245 678 2008
internal_value=0 -0.00109646 0.0105732 -0.000471785 0.013167 0.0271527 -0.014347 -0.0201401 -0.0239745 0.0603483 -0.0204654 0.0329402 0.0328372 0 0 0.00243225 0.0567777 0.00677758 -0.00387909 0.0365377 0.00676458 -0.000734724 -0.00353794 0.008834 0.0700512 0.0701101 0.0367621 0.00803563
internal_weight=0 231.84 145.372 104.614 43.0538 22.6864 61.5602 86.4679 74.4321 16.1466 51.7731 20.3928 40.7577 12.1709 12.0358 9.78713 13.5763 8.39717 6.8157 28.5868 7.46389 20.3673 17.0145 7.67168 13.5138 13.4987 28.4907 5.35516
internal_count=2865167 2791576 1512750 999217 362784 140612 636433 1278826 1105998 73591 541330 123672 513533 247110 172828 95103 56707 113520 140145 266423 59784 222172 176479 105352 56309 55880 263757 106965
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 10487584 672 2 12 528 264770 337 1 10486784 12
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=29
num_cat=14
split_feature=10 3 1 0 2 4 7 0 2 0 7 1 2 0 3 0 2 5 2 0 2 3 3 0 6 3 3 0
split_gain=13.5521 6.4416 6.67746 4.43451 2.78926 2.11835 1.63426 1.55876 0.937336 0.784352 0.748298 0.518765 0.37399 0.292471 0.288262 0.157186 0.117359 0.0920801 0.0689913 0.0639797 0.0383943 0.0207851 0.0178803 0.0143692 0.0142947 0.0111141 0.00785339 0.00433852
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 1.0000000180025095e-35 5 12.500000000000002 6 7 8 3.5000000000000004 10.500000000000002 15.500000000000002 9 10 11 17.500000000000004 12 20.500000000000004 13.500000000000002 13.500000000000002 13 16.500000000000004 1.0000000180025095e-35 12.500000000000002
decision_type=9 2 1 2 9 1 1 2 9 2 1 1 9 2 2 2 9 1 9 2 9 2 2 2 9 2 2 2
left_child=1 2 5 6 19 7 -4 20 22 10 -5 16 15 -10 -13 -9 25 -8 -7 21 -1 -3 23 24 -2 -6 -11 -15
right_child=8 4 3 9 11 18 17 12 13 26 -12 14 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 0.079596837068839355 0.044838098460457977 0.0012350531775229966 0.017140304862605215 0.0101907174381888 0 -0.033604597949664611 0.033999815670749861 -0.0050385603332633285 0 0 -0.012444371623089699 0 0.0077576157355155294 0 0 0 0 -0.0061034238075179459 0 -0.0028786339650319487 0 0 0 0 0 -0.0035117032014113426 0
leaf_weight=3.5534213685259601 3.407051295718702 13.49463692659628 4.4502203887768701 14.633227778356739 7.2076759900028264 2.1687996968339576 102.52248609543904 27.456082465731928 12.119243171066048 0.8964392072375621 4.852060510131202 17.967791859295179 7.0735894842346161 1.5518900059614669 0.73593585364869696 0.19910680288739868 1.1217809570625847 5.8276493741250297 5.7949567359810308 0.058525694921628069 6.3333708105819806 0.018948566956169866 0.0080449037886863861 0.0064615208848407537 0.0064234514284192681 0.052300705858215113 4.200748679922981 0.027084152734459965
leaf_count=88537 9936 163770 47021 137098 128018 21692 1321617 163881 56417 9466 44300 269288 110673 6418 15059 3245 15269 73061 72876 1813 63716 643 76 135 33 1507 43354 581
internal_value=0 -0.000633771 -0.00999661 -0.0205202 0.0245367 0.0123252 -0.0292808 0.0219452 0.0570137 0.00442226 0.0131581 0 0.0282129 0 -0.0080153 0.02858 0.00541035 -0.0305777 -0.00517331 0.036259 0 0.044775 0.0611818 0.0795276 0.0795623 0.00791246 -0.00312721 0.00766519
internal_weight=0 230.62 189.962 137.383 40.6576 52.5793 112.8 44.6156 17.1262 24.5825 19.4853 27.0855 34.7288 13.6982 18.7037 27.6552 8.38176 108.35 7.96376 13.5721 9.88679 13.5136 3.42798 3.41994 3.41347 7.25998 5.09719 1.57897
internal_count=2869500 2795904 2200537 1675917 595367 524620 1441699 430052 73596 234218 181398 429141 277799 63416 284347 167126 144794 1394678 94568 166226 152253 164413 10180 10104 9969 129525 52820 6999
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 640 8914608 2 8 264768 5 563 8391472 2361666 1 5244480 2361608 1
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=28
num_cat=14
split_feature=2 0 1 3 1 1 0 2 2 2 1 7 6 0 0 7 1 3 0 3 0 5 3 2 3 3 3
split_gain=12.9945 3.93763 2.64547 2.13023 2.12827 2.08688 1.18554 1.05821 0.958427 0.476857 0.447789 0.266206 0.238692 0.177575 0.150112 0.128296 0.0977135 0.081105 0.0591984 0.228723 0.0517306 0.0405189 0.0244578 0.00474167 0.00392898 0.00157122 4.78144e-05
threshold=0 1.5000000000000002 1 6.5000000000000009 2 3 13.500000000000002 4 5 6 7 8 9 17.500000000000004 5.5000000000000009 10 11 12.500000000000002 5.5000000000000009 2.5000000000000004 15.500000000000002 12 16.500000000000004 13 20.500000000000004 13.500000000000002 2.5000000000000004
decision_type=9 2 1 2 1 1 2 9 9 9 1 1 9 2 2 1 1 2 2 2 2 1 2 9 2 2 2
left_child=4 3 6 5 18 7 9 11 16 17 15 -2 13 24 -10 21 20 -3 19 -1 25 22 -5 -12 -6 -4 -20
right_child=1 2 8 10 12 -7 -8 -9 14 -11 23 -13 -14 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0085522696263331099 0 0.029299894023610308 0.0076664084025460395 0.017547011906778372 0.047683052237046879 -0.030052101968422104 0 -0.0097104134613208437 -0.018835049490191373 0 0 0.013000285024084936 0 0 0 0 0 0 0.00012427122895155635 0 0 0 0 -0.0016795257602687267 0 0 0
leaf_weight=9.3651161782763648 4.4228595222830336 35.735722888814962 7.1513128045498888 3.1779794108206265 58.687469153224811 54.352672256500227 2.3136384711997371 10.946250315256291 18.048550975954644 3.7357311443774952 0.77731056393713516 16.636304356508848 0.20422010012953151 0.15084714915792474 6.1263548004571922 1.0745727111916492 4.3202390151218406 0.12126686321607749 0.96120885347408946 3.2203836852095256 0.35005273056412978 0.10894972985443052 0.064522310594838816 3.7343000969322002 0.0033268831411977775 0.009888014597890904 0.28985705939157924
leaf_count=119998 65412 410126 85593 59488 309527 854115 27754 146893 229654 40913 9081 245699 1207 3443 75020 21033 50048 2311 5329 29707 2757 2000 2079 70683 101 301 1307
internal_value=0 -0.00620052 0.0065614 -0.0185965 0.0355159 -0.0235155 0.018423 0 -0.00659022 0.0250073 0.00272648 0.00972796 0.0423344 0.0474268 -0.0142996 0.0102949 0.00225296 0.0252307 0 -0.00372841 0.00523712 0.013029 0.0173189 -0.00115019 0.0476775 0.00763776 0
internal_weight=0 173.208 77.9128 95.2957 72.8824 86.3581 41.9064 32.0054 36.0064 39.5927 8.93763 21.0592 59.0459 58.8416 24.1749 4.42602 11.8315 35.857 13.8366 12.5855 7.51125 3.35145 3.2425 4.51161 58.6908 7.1612 1.25107
internal_count=2871579 2400960 924477 1476483 470619 1312119 481104 458004 443373 453350 164364 311111 314278 313071 304674 84600 138699 412437 156341 149705 88651 63567 61567 79764 309628 85894 6636
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=262656 720 23 801 10489184 524390 10488306 210 2 1 5 268 1 2
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=32
num_cat=18
split_feature=10 3 1 0 2 4 7 7 2 0 7 1 1 2 3 5 3 0 2 2 2 0 2 3 2 3 3 0 6 3 0
split_gain=13.2768 5.98368 5.58258 4.2061 2.43665 1.99924 1.18919 0.789936 0.730015 0.554285 0.540703 0.521595 0.475403 0.381414 0.319686 0.28258 0.275333 0.2724 0.261204 0.230371 0.113861 0.0586413 0.0374312 0.0303158 0.0226986 0.0191923 0.0179557 0.0146158 0.013866 0.0108366 0.00429073
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 5 6 13.500000000000002 7 8 9 10 1.5000000000000002 11 10.500000000000002 3.5000000000000004 12 13 14 17.500000000000004 15 1.0000000180025095e-35 16 20.500000000000004 13.500000000000002 13.500000000000002 17 16.500000000000004 12.500000000000002
decision_type=9 2 1 2 9 1 1 1 9 2 1 1 1 9 2 1 2 2 9 9 9 2 9 2 9 2 2 2 9 2 2
left_child=1 2 5 6 21 7 -4 14 26 10 -5 13 20 -9 19 -8 -14 -10 -16 -1 29 25 -13 -7 -25 -3 27 28 -2 -6 -19
right_child=8 4 3 9 12 23 15 11 17 -11 -12 22 16 -15 18 -17 -18 30 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0.077630981446873651 0.041938389975879752 0 0.014506693956525298 0.0099626882903536031 0 -0.037206446405677843 0.031990579775580737 -0.0047020100195898293 -0.0022714165742538498 0 0.00016225068556755104 -0.011994517958362842 0 0.0093846548069211194 0 0 0.0076299107106521415 0 -0.0080973495738439309 0 0 -0.0028702258725437448 0 -0.0094060189416175447 0 0 0 0 0 0
leaf_weight=15.268006213908848 3.7764810142543865 14.382801791569358 4.2339733703483944 13.26999274623995 7.2848141728645714 0.892036507038937 75.094374060839073 11.51606886365971 11.970556791753554 3.7667303158141285 4.4636522330347406 2.930125750456682 17.722625543323378 4.4812703813804555 14.851009503546264 5.6436391816223468 0.74015690024316327 1.5893062365230424 7.7287379113131491 10.052417273298488 1.109648502339043 0.058041891817993796 5.2990115165030147 0.41525169880333124 9.6718869801516085 0.01893071611630226 0.008342366068973095 0.0067865993405574745 0.0064337839794473819 0.052225800387532106 0.027254244769210234
leaf_count=85184 9936 173154 44549 123318 128191 9172 1061423 87832 56417 39726 40759 39583 266878 56814 193683 70756 15038 6418 32901 143605 15201 1817 41626 3251 115191 643 76 136 33 1507 581
internal_value=0 -0.000759508 -0.00984011 -0.0221782 0.0232941 0.00639949 -0.0321653 0.0145482 0.0561546 0.00290528 0.0110262 0.0214369 0 0.0267846 0 -0.0329195 -0.00763616 0 0.00649603 -0.00420479 0.00526903 0.034037 0 -0.00971101 -0.0101963 0.0418779 0.0598188 0.0775615 0.0775971 0.00773674 0.00753712
internal_weight=0 230.947 189.578 106.472 41.3692 83.1058 84.972 72.1266 17.3852 21.5004 17.7336 24.2265 26.9095 15.9973 47.9002 80.738 18.4628 13.5871 22.5797 25.3204 8.44669 14.4598 8.22914 10.9792 10.0871 14.4017 3.79804 3.7897 3.78291 7.33704 1.61656
internal_count=2865399 2791802 2189373 1380531 602429 808842 1176728 681228 73597 203803 164077 225855 426815 144646 455373 1132179 281916 63416 226584 228789 144899 175614 81209 127614 118442 173797 10181 10105 9969 129698 6999
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 896 8914608 2 8 1 264768 5 640 563 10486584 1 10751330 2592 2361666 263490 1024 1
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=29
num_cat=13
split_feature=10 2 3 0 1 1 4 1 2 3 0 7 2 0 1 3 0 3 3 0 7 0 3 2 3 0 6 0
split_gain=12.6193 5.55805 4.2413 2.80142 1.88443 1.03942 0.806994 0.780474 0.633439 0.542834 0.491007 0.327051 0.323009 0.265409 0.208954 0.206575 0.134803 0.0953696 0.0633543 0.0583578 0.0327075 0.0310813 0.0245359 0.0218135 0.0174882 0.0138063 0.0135047 0.00333749
threshold=0 1 3.5000000000000004 4.5000000000000009 2 3 4 5 6 6.5000000000000009 15.500000000000002 7 8 3.5000000000000004 9 2.5000000000000004 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 17.500000000000004 10 11.500000000000002 20.500000000000004 11 13.500000000000002 13.500000000000002 12 12.500000000000002
decision_type=9 9 2 2 1 1 1 1 9 2 2 1 9 2 1 2 2 2 2 2 1 2 2 9 2 2 9 2
left_child=1 2 3 4 12 15 7 -5 24 -7 -9 -6 -1 -10 -4 18 -17 21 -3 22 -14 -18 -16 27 25 26 -2 -15
right_child=8 5 14 6 11 9 -8 10 13 -11 -12 -13 20 23 19 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0064639841794524693 0.076043124961634664 0 0 0 0 -0.026725331122007562 0 0.03379397783264098 -0.0045743342289324028 0 0 -0.022967710287527303 0 0.0092619672516358383 0.033759382067011554 0 0.011387119206078815 0 -0.005145057976838791 0 -0.003226680950859347 0 0 0 0 0 0 0
leaf_weight=32.314193487512966 4.0808962662267732 5.3142959874203388 7.6934306578095857 4.293149289689608 2.415614269906655 57.34011444177213 2.6418448202421141 9.6105627562210412 11.914430318836823 3.3898602163226306 0.64481624531981729 32.690683789255672 0.28584817258160911 1.1175381924840619 35.036341633982374 4.6539234513584216 3.2172880367070329 0.4440804957266663 7.9524303021094056 0.074300990601840478 18.899459089063388 0.13180444851604978 0.031124262857700979 0.4939361408287356 0.008342366068973095 0.0065821809621410257 0.0064337839794460496 0.017277312432270375
leaf_count=175885 9936 83103 115179 32573 21066 868760 20572 73192 56417 65336 8827 406870 3841 3610 403981 78097 45677 8314 112603 2070 261781 2237 1064 3033 76 135 33 357
internal_value=0 -4.23554e-05 0.00982517 0 -0.00996827 -0.0175155 0.0186577 0.02345 0.0553008 -0.0225672 0.0253527 -0.0201203 0.000533351 0 0.0290461 0 0.00663905 0.00948882 -0.00292873 0.029079 -0.00200449 0.0109469 0.0336954 0.00749565 0.0587154 0.0759759 0.0760099 0.00696446
internal_weight=0 229.075 146.631 103.796 86.6058 82.4438 17.1904 14.5485 17.6454 60.73 10.2554 35.1063 51.4995 13.5432 42.8352 21.7138 8.4471 3.79317 13.2667 35.1418 19.1853 3.34909 35.0675 1.62875 4.10225 4.09391 4.08733 1.13482
internal_count=2864625 2791028 1526901 1004607 869443 1264127 135164 114592 73597 934096 82019 427936 441507 63417 522294 330031 134325 56228 195706 407115 265622 47914 405045 7000 10180 10104 9969 3967
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 27264800 960 592 2 321 264768 8 8390144 38 8 2 1
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=28
num_cat=14
split_feature=10 0 2 3 4 3 1 1 2 2 2 1 0 2 7 0 2 6 0 3 0 0 3 3 3 0 1
split_gain=12.1845 5.00658 5.13603 3.33304 2.63202 1.87301 1.52073 1.10007 0.7551 0.600995 0.520609 0.471606 0.400836 0.366818 0.215686 0.202531 0.124653 0.103013 0.0615464 0.10438 0.0490824 0.025594 0.0231046 0.0224885 0.00568048 0.000340265 5.40437e-05
threshold=0 1.0000000180025095e-35 1 6.5000000000000009 2 2.5000000000000004 3 4 5 6 7 8 17.500000000000004 9 10 10.500000000000002 11 12 1.5000000000000002 11.500000000000002 15.500000000000002 13.500000000000002 16.500000000000004 13.500000000000002 20.500000000000004 1.5000000000000002 13
decision_type=9 2 9 2 1 2 1 1 9 9 9 1 2 9 1 2 9 9 2 2 2 2 2 2 2 2 1
left_child=1 3 4 6 12 8 16 13 -4 17 20 22 24 25 -10 -15 -1 21 26 -20 -9 23 -5 -2 -3 -7 -6
right_child=9 2 5 11 18 7 -8 10 14 -11 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0052275378278323912 0.063376475647271238 0.031053266411979693 0 0.01737591073356147 0.000113499725133328 0 -0.029844872038935901 0.021935710023262833 0 0 0 0 0 -0.014004873841958407 -0.023652118419946331 0 0 0 -0.0066943980026800687 0 0 0 0 0 0 0.00032162513233688318 0
leaf_weight=5.6151304033328415 15.290329737246786 69.175977580182007 11.155905837076716 2.3745159717564097 1.9522696889557662 1.5496664421352759 52.649593999230092 15.924344672524057 3.8091885016674496 2.5423292726554818 4.9735983720711401 2.5596835990872924 0.56656701627252815 13.024168441916117 28.107858722960376 0.24214005929570781 2.4442304796721146 0.06196703217574473 7.5106994224115624 0.035686828250618308 0.101501219503917 0.0153553351992749 0.061594931841682299 0.013477681672157682 0.0079183731850197558 2.894041350682528 1.8006181106338757
leaf_count=81289 55635 410159 161773 53886 23793 27022 916620 200659 53514 16886 64035 55555 8542 156878 389356 4061 34038 398 72138 660 2067 435 2000 245 246 46657 25762
internal_value=0 0 0.00836728 -0.0195465 0.0222413 -0.00639515 -0.0272419 0.00332826 -0.0178931 0.0543988 0.0131123 0.00858382 0.0302985 -0.00469863 -0.0207438 -0.00988925 0 0.0516649 -0.000726156 -0.00411972 0.0177995 0.0632725 0.0131109 0.0633279 0.0310428 0 0
internal_weight=0 228.537 162.832 65.7047 81.0497 81.7824 60.709 38.7095 43.073 17.9235 20.9994 4.99579 69.7505 17.71 31.917 13.2663 8.05936 15.3811 11.2993 7.54639 16.0258 15.3192 2.43611 15.3038 69.1839 4.44371 3.75289
internal_count=2864309 2790710 1647322 1143388 541300 1106022 1031947 501379 604643 73599 266761 111441 418947 234618 442870 160939 115327 56713 122353 72798 202726 56315 55886 55880 410405 73679 49555
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 10495552 2 256 340 2052 264770 786738 210 262290 4 8651554 1 224
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=32
num_cat=14
split_feature=10 3 1 0 2 7 7 2 4 0 7 3 1 2 2 0 0 3 2 0 1 1 0 3 3 3 0 3 3 0 3
split_gain=11.0551 4.73518 4.69419 3.25827 2.18768 1.62309 1.47814 1.45195 1.36017 0.602776 0.705241 0.53659 0.453794 0.382599 0.336275 0.312089 0.28329 0.269712 0.107634 0.0924652 0.0881686 0.0743732 0.0509681 0.0405438 0.017294 0.0165881 0.0103894 0.010378 0.00814027 0.00419121 0.00280868
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 5 6 12.500000000000002 7 3.5000000000000004 8 9 10 3.5000000000000004 12.500000000000002 10.500000000000002 11 15.500000000000002 12 13 17.500000000000004 3.5000000000000004 20.500000000000004 13.500000000000002 12.500000000000002 16.500000000000004 1.0000000180025095e-35 12.500000000000002 1.5000000000000002
decision_type=9 2 1 2 9 1 1 9 1 2 1 2 1 9 9 2 2 2 9 2 1 1 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 22 14 21 25 13 10 20 -8 18 19 26 -9 -16 -14 27 -7 -5 -4 24 -23 -3 -2 -1 -6 -11 -17 -12
right_child=7 4 3 9 12 8 11 15 -10 28 30 -13 17 -15 16 29 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0031389273688503306 0.072882273280463483 0.03824228398017452 0 0 0.0094396233455557449 0.036856582788500784 -0.03143652661098191 -0.0058859248271900325 0 0 -0.00091832181626631641 0 -0.011904566309127167 0 -0.011129485738214394 0.0073042919174691598 0 0 0 0 0.018280960259999212 0.0067101621158283681 0 0 0 0 0 0 -0.0034092254432237555 0 0
leaf_weight=11.690141130953631 4.7034610726659594 15.56885685089946 1.3609350479200655 4.7258387970650748 7.4629744346839288 14.568983954946813 88.124043768839783 12.498229299810193 3.0035939757790429 0.88705977233075728 3.3052169205602757 13.091886773681834 17.673858200698309 1.866081803795171 22.878289448067338 1.6851056150517241 0.57206166096693678 0.75847123138191719 1.0950312975091963 0.10645662620299923 10.724777177170838 2.798621757596266 0.056183632857938259 0.31717764243330737 0.01899771066564504 0.008342366068973095 0.17515431220272226 0.052943512993806396 4.1644308411468955 0.027863051656822679 1.684214473745669
leaf_count=145128 10105 179315 14670 46052 128056 118629 1208188 56417 37476 9361 30698 166883 266728 24997 185016 6418 4968 15073 15457 2255 95342 29394 1875 3111 643 76 2545 1507 43189 583 14074
internal_value=0 0 -0.00836629 -0.0176427 0.0210571 0.00962094 -0.0255765 0.0512426 0.020909 0.00271025 0.0110148 -0.0270704 0 0.031056 -0.000429884 0 -0.00702475 -0.00758809 0.00491323 0.0298491 0.0154125 0.00117447 0.0311828 0.00436867 0.0381847 0.0565496 0.00218539 0.00733105 -0.00300105 0.00721001 0
internal_weight=0 228.732 186.045 131.184 42.6873 54.8608 105.693 18.923 19.5451 25.4915 20.44 101.216 27.0433 16.5415 35.3156 14.2112 23.4504 18.4323 8.61095 14.6754 15.4506 4.47673 15.644 3.1158 15.5879 4.7118 11.8653 7.51592 5.05149 1.71297 4.98943
internal_count=2864229 2790630 2181976 1660962 608654 521014 1422246 73599 183357 238716 186166 1375071 426821 145881 337657 63418 189984 281801 145020 120884 141394 47175 181833 32505 179958 10181 147673 129563 52550 7001 44772
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 640 8914608 1 8 264768 2 5 563 10488634 265472 2361666 69 12
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=25
num_cat=10
split_feature=10 4 3 2 3 2 0 1 1 2 0 1 0 1 0 0 0 3 3 0 3 2 0 0
split_gain=10.4343 4.61776 5.10794 4.58765 3.76792 3.02261 2.43439 1.70328 1.46494 1.31823 0.301981 0.289458 0.315832 0.264884 0.207829 0.126036 0.0970729 0.0179015 0.0177057 0.0169378 0.0160854 0.007008 0.00416624 0.00329782
threshold=0 1 1.5000000000000002 2 10.500000000000002 3 1.5000000000000002 4 5 6 3.5000000000000004 7 5.5000000000000009 8 15.500000000000002 17.500000000000004 9.5000000000000018 20.500000000000004 16.500000000000004 5.5000000000000009 13.500000000000002 9 12.500000000000002 11.500000000000002
decision_type=9 1 2 9 2 9 2 1 1 9 2 1 2 1 2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 6 -3 8 13 -8 19 20 -11 21 -13 -1 -9 17 -5 -10 -6 -4 -2 23 -12 -7
right_child=9 4 5 16 18 11 7 14 15 10 22 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0 0.071130085507426097 -0.030695494865638658 -0.0022273527458269728 -0.027736165056051379 0.01131928153154281 0.0018063176328264559 -0.00090871660259901469 0.035739717883818689 0.035651914801848705 -0.0057232074168607197 0.0072624734900901006 -0.012622475201494036 0 -0.0082853367135226411 0 0 0 0 0 0 0 0 0 0
leaf_weight=4.8192465925931174 5.0584329889952642 43.58644007945577 4.774206412195781 37.805374695833052 0.54275241318282397 7.3253722539748196 8.4371595031570887 17.142835433751323 65.820401697420948 12.424918878508835 1.6974514435059962 14.633252311370603 1.6430715430615226 15.604476725845418 0.24951041926215012 0.15067876144530501 3.2676830844047791 0.021317447883119622 0.074969471268559573 0.33041253666306136 0.008342366068973095 0.69088887373254504 0.027863051656822679 0.097720065194152883
leaf_count=56637 10105 671457 77826 618934 13860 117690 58269 84729 582917 56417 6418 246940 22612 165027 5125 3689 43664 716 2355 4317 76 11864 583 1907
internal_value=0 0 0.00711932 -0.00711051 -0.021839 0.0211124 0.00896423 0.02357 0.0277999 0.050338 0 -0.00216092 -0.00760002 -0.00481334 0.0289223 0.0320682 -0.0235275 0.0356217 0.0110467 -0.000232786 0.0553151 0 0.00716826 0.00121563
internal_weight=0 227.018 182.814 87.3263 44.2042 95.4873 46.2532 25.8295 71.097 19.217 14.1502 24.3903 16.2763 20.4237 17.3923 65.9924 41.0731 65.8417 0.617722 5.10462 5.06678 8.11398 1.72531 7.42309
internal_count=2864134 2790535 2102863 1032385 687672 1070478 369787 148123 669465 73599 63418 401013 269552 221664 89854 587322 662598 583633 16215 82143 10181 131461 7001 119597
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 2 2099712 9176858 325 7 264768 784 577 2099296
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=28
num_cat=12
split_feature=10 2 3 0 1 1 2 1 4 3 0 1 7 0 2 3 0 3 3 0 0 7 3 3 3 0 7
split_gain=10.1519 4.07645 3.39449 2.14112 1.60483 1.21479 1.19065 0.810751 0.942131 0.535663 0.370533 0.343039 0.301701 0.29237 0.228288 0.10605 0.357808 0.403782 0.317465 0.0789593 0.0516214 0.0247125 0.022603 0.0186201 0.0155743 0.00414126 0.0040842
threshold=0 1 3.5000000000000004 4.5000000000000009 2 3 4 5 6 15.500000000000002 15.500000000000002 7 8 3.5000000000000004 9 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 11.500000000000002 17.500000000000004 10 20.500000000000004 6.5000000000000009 13.500000000000002 12.500000000000002 11
decision_type=9 9 2 2 1 1 9 1 1 2 2 1 1 2 9 2 2 2 2 2 2 1 2 2 2 2 1
left_child=1 2 3 4 14 15 24 26 10 -7 -9 -4 -6 -8 -1 18 23 19 -3 -18 22 -16 -13 -17 -2 -15 -5
right_child=6 5 11 7 12 9 13 8 -10 -11 -12 20 -14 25 21 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.005482825701797811 0.069330407613771058 0 0 0 0 -0.029263035526042449 -0.0055653683829633991 0.031295491589375633 0 0 0 0.029944737439958298 -0.021382845845510229 0.0072206237213378105 0 -0.0023129716369176831 0.014685268642748904 0 -0.0090734762885645234 0 0 -0.0024930476304446431 0 0 0 0 -0.00093785658304563623
leaf_weight=32.985747663791699 5.4306379979261692 10.698777354417873 7.9323625138840725 1.0657448202182422 2.490663427308391 32.201211120321204 12.35404730665323 8.8408286192170618 1.531819708201511 0.070239388387561941 0.52876158517028748 37.713693764602795 31.225373973971728 1.7098162756719819 0.29528646211110754 4.8049511236768039 10.981123619068963 1.615311650561124 16.1905243667984 0.25712862709042461 0.075352407171520919 18.456310159047465 0.032864523283932523 0.89170708249548614 0.008342366068973095 0.027863051656822679 6.4337793585455074
leaf_count=176298 10105 163407 115051 8763 21446 547235 56417 62227 11790 2457 7361 410717 410599 6418 3935 84593 162388 29959 239417 4605 2045 260332 1129 22130 76 583 50415
internal_value=0 0 0.00862596 0 -0.00907059 -0.0150484 0.0493845 0.0156881 0.0198319 -0.0238991 0.029532 0.0253909 -0.0186138 0 0.000271462 0 0.00298426 0.00967394 -0.00332281 0.0139702 0.0259162 -0.00128107 0.0298817 0 0.0540414 0.00712649 0
internal_weight=0 227.32 149.609 103.854 85.4534 77.711 19.5307 18.4009 10.9014 32.2715 9.36959 45.7543 33.716 14.0917 51.7373 45.4395 18.5502 12.8536 26.8893 11.2383 37.8219 18.7516 37.7466 5.69666 5.43898 1.73768 7.49952
internal_count=2871898 2798299 1542108 1013166 872610 1256191 73599 140556 81378 549692 69588 528942 432045 63418 440565 706499 303675 196952 402824 166993 413891 264267 411846 106723 10181 7001 59178
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1 27789088 960 752 264768 337 2 38 8 8390144 8 4
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=29
num_cat=14
split_feature=10 4 3 0 2 3 2 1 2 1 7 0 0 1 1 0 1 0 2 1 3 3 3 0 0 2 0 0
split_gain=9.80782 3.79276 4.01489 4.22429 3.89134 3.55822 2.47498 1.28051 1.06931 0.671298 0.584186 0.415156 0.283226 0.274464 0.26761 0.301182 0.207755 0.111151 0.0216569 0.0757551 0.0176787 0.0154997 0.015057 0.0133645 0.0114336 0.00611242 0.00411628 0.00302866
threshold=0 1 1.5000000000000002 1.5000000000000002 2 10.500000000000002 3 4 5 6 7 15.500000000000002 3.5000000000000004 8 9 5.5000000000000009 10 17.500000000000004 11 12 16.500000000000004 20.500000000000004 13.500000000000002 5.5000000000000009 3.5000000000000004 13 12.500000000000002 11.500000000000002
decision_type=9 1 2 2 9 2 9 1 9 1 1 2 2 1 1 2 1 2 9 1 2 2 2 2 2 9 2 2
left_child=1 2 3 10 9 -3 7 23 22 24 18 -11 -10 -6 25 -16 -12 21 19 -1 -7 -9 -2 -4 -5 27 -14 -8
right_child=8 5 6 4 13 20 14 17 12 11 16 -13 26 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0049805746321691345 0.067488998592781665 -0.029226153429602726 -0.00196324695644965 0 0 0.011282465981223205 0.0016979705833386216 0.031432226017208229 -0.0054122425093760399 0.035118046704724938 0 0 0.0071787450923846531 -0.015515179854461878 -0.012191721051653259 0 -0.027953868553677125 0 0 0 0 0 0 0 -0.0018170983383698454 0 0 0
leaf_weight=1.9121955608106871 5.8197127119892684 42.058803387008084 4.6805330751867587 5.5727511693958132 2.5287345728993387 0.55285552839995844 7.3651337125584178 68.895297110733736 12.285517837339286 21.059523287820419 2.5788568821899389 0.51409108713596552 1.722199032530624 12.079654073328127 14.414305412718027 1.6515708369934134 32.172342493120595 0.1535156626450761 2.1929859546016814 1.1219372545692752 0.07511678677292366 0.021317447883119622 0.008342366068973095 0.32862764982019133 4.6278688954680547 0.68962934852060964 0.027863051656822679 0.09583373631176062
leaf_count=19744 10105 663567 77220 38082 41181 13860 119033 599102 56417 108597 22473 8447 6418 190439 246174 22817 508910 3788 41389 14374 2408 716 76 4327 33659 11923 583 1897
internal_value=0 0 0.00619839 -0.00634043 0.00864613 -0.0202073 0.0184597 0.0244572 0.0483856 0.0225893 -0.0242674 0.0282864 0 -0.0121028 -0.00189607 -0.00725318 -0.025089 0.0283397 0 0.00224332 0.0110095 0.0314039 0.0527319 -2.11826e-05 0 0 0.00708468 0.00113485
internal_weight=0 227.343 184.657 86.3609 46.3826 42.6868 98.2958 74.0793 19.8636 31.7742 39.9783 21.5736 14.0356 14.6084 24.2165 16.0659 34.7512 69.0701 5.22712 3.03413 0.627972 68.9166 5.82806 5.00916 10.2006 8.1506 1.75006 7.46097
internal_count=2867726 2794127 2114292 1027295 420405 679835 1086997 685153 73599 188785 606890 117044 63418 231620 401844 268991 531383 603606 75507 34118 16268 599818 10181 81547 71741 132853 7001 120930
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 2 8391264 9176858 7 264768 325 12 528 784 512 2362880 481 2099296
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=27
num_cat=15
split_feature=10 2 0 3 7 1 4 1 2 1 1 2 0 2 3 0 7 3 3 3 7 2 1 3 3 0
split_gain=9.52402 3.59713 2.62396 2.36095 2.06521 1.48516 1.27139 0.976817 0.954272 0.917671 0.786045 0.736294 0.617265 0.613095 0.495398 0.274521 0.172058 0.103177 0.0987758 0.0528816 0.0351888 0.050883 0.029809 0.0145356 0.00768237 0.00409129
threshold=0 1 5.5000000000000009 4.5000000000000009 2 3 4 5 6 7 8 9 17.500000000000004 10 15.500000000000002 3.5000000000000004 11 9.5000000000000018 2.5000000000000004 8.5000000000000018 12 13 14 13.500000000000002 20.500000000000004 12.500000000000002
decision_type=9 9 2 2 1 1 1 1 9 1 1 9 2 9 2 2 1 2 2 2 1 9 1 2 2 2
left_child=1 2 3 4 10 20 12 18 23 16 -1 -11 17 22 -9 -10 -6 -7 -3 -20 -4 -22 -5 -2 -15 -17
right_child=8 7 5 13 9 6 -8 14 15 11 -12 -13 -14 24 -16 25 -18 -19 19 -21 21 -23 -24 -25 -26 -27
leaf_value=0 0.065612062688984646 -0.0018866341950850422 0 0.00036107141040312433 0 0.04465613193603634 0 -0.027733420990473559 -0.0052636715309021991 0.019375336876694071 -0.020080027817355822 0 0 0.025440606646251834 0 0.0071368421145329309 -0.0062666858930004385 0 0.0058013655523999983 0 0 -0.0046307100419903206 -0.0023886074786330612 0 0 0
leaf_weight=29.549635624839539 6.2251531844522106 11.788172013176338 0.86223961507494096 4.8376970961289754 1.9791362534269865 11.474659855584829 2.1596292054182422 35.035979389549539 12.219238274823512 15.282722801690852 46.324616387990318 11.027009905441446 0.585592474124497 14.638467848892105 0.096235693619745599 1.7345988308170479 14.406846506110924 0.094825881271391022 10.641791587197073 0.49983903085558345 0.18310149200624437 5.0865381691746734 11.222027970678029 0.008342366068973095 0.013405464080279539 0.027863051656822679
leaf_count=274724 10105 192261 7582 90324 16087 83906 25524 612432 56417 104178 516503 152710 13260 141729 3336 6418 156479 642 184523 11914 3145 43872 156657 76 451 583
internal_value=0 0 0.00678604 0 -0.00645919 0.0268549 0.0307114 -0.0163809 0.0473451 0.00519273 -0.0145766 0.0130952 0.0423212 0.0169346 -0.0228037 0 -0.00246375 0.0443261 0 0.0045159 -0.00028922 -0.00280749 0 0.0513907 0.0207548 0.00704285
internal_weight=0 227.79 169.728 149.282 118.57 20.4466 14.3147 58.062 20.2152 42.6957 75.8743 26.3097 12.1551 30.7116 35.1322 13.9817 16.386 11.5695 22.9298 11.1416 6.13188 5.26964 16.0597 6.2335 14.6519 1.76246
internal_count=2865838 2792239 1787773 1609842 1220681 177931 123332 1004466 73599 429454 791227 256888 97808 389161 615768 63418 172566 84548 388698 196437 54599 47017 246981 10181 142180 7001
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 27791136 1 321 2 848 264768 306 832 10486272 2621696 8 4 2097152 83
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=26
num_cat=15
split_feature=10 2 0 3 7 1 4 1 1 2 2 1 0 2 3 0 7 3 3 3 7 2 1 3 0
split_gain=9.03046 3.24471 2.38845 2.16632 1.88831 1.4047 1.19723 0.888589 0.851637 0.845588 0.724973 0.723372 0.590931 0.574855 0.473511 0.266227 0.165701 0.0982843 0.0891267 0.0505375 0.0332876 0.0499595 0.0278989 0.00733322 0.00406629
threshold=0 1 5.5000000000000009 4.5000000000000009 2 3 4 5 6 7 8 9 17.500000000000004 10 15.500000000000002 3.5000000000000004 11 9.5000000000000018 2.5000000000000004 8.5000000000000018 12 13 14 20.500000000000004 12.500000000000002
decision_type=9 9 2 2 1 1 1 1 1 9 9 1 2 9 2 2 1 2 2 2 1 9 1 2 2
left_child=1 2 3 4 11 20 12 18 16 -2 -10 -1 17 23 -9 -11 -6 -7 -3 -20 -4 -22 -15 -5 -17
right_child=9 7 5 13 8 6 -8 14 10 15 -12 -13 -14 22 -16 24 -18 -19 19 -21 21 -23 -24 -25 -26
leaf_value=0 0.050022046994398509 -0.0017570747611121496 0 0.024397672321139527 0 0.04285576664726426 0 -0.02650170576533455 0.0187386529490077 -0.0051195036952421296 0 -0.01930276580654567 0 0.00027847524774166175 0 0.0070949171365716837 -0.0061137023228841139 0 0.0055793364521840687 0 0 -0.0045424838444475969 -0.0023429698923651599 0 0
leaf_weight=29.574165787928905 6.6546583164381445 11.733064662213112 0.85302787353612075 15.012491647903513 1.9933519474725472 11.997066821724726 2.1517597880520052 33.946134515844733 15.578950588708722 12.155120895862639 11.077525460910692 45.493608771485924 0.58882181692570235 5.8717625870904175 0.093471650379796212 1.7470147069052462 14.318228140612518 0.094825881271391022 10.727254736961182 0.4993754722709135 0.18444098135296372 5.0448799332116323 10.174196710968319 0.013405464080279539 0.027863051656822679
leaf_count=274950 10181 192557 7741 142309 16268 85358 26208 606720 105081 56417 156439 509960 13491 109359 3226 6418 156916 642 186105 11929 3154 43936 138096 451 583
internal_value=0 0 0.00663614 0 -0.00612157 0.0256875 0.0294763 -0.0154647 0.00484719 0.0462671 0.0125065 -0.0139776 0.0405674 0.0162444 -0.0216645 0 -0.00233482 0.0425339 0 0.0043004 -0.000182021 -0.00272082 0 0.0199335 0.007001
internal_weight=0 227.022 170.023 149.108 118.036 20.9148 14.8325 56.9993 42.9681 20.5847 26.6565 75.0678 12.6807 31.0719 34.0396 13.93 16.3116 12.0919 22.9597 11.2266 6.08235 5.22932 16.046 15.0259 1.77488
internal_count=2864495 2790896 1790359 1609829 1219614 180530 125699 1000537 434704 73599 261520 784910 99491 390215 609946 63418 173184 86000 390591 198034 54831 47090 247455 142760 7001
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 27823904 1 321 2 848 306 264768 10486272 832 8392224 8 4 2097152 91
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=24
num_cat=12
split_feature=10 0 2 3 4 3 1 2 1 1 0 2 7 3 2 0 0 2 0 1 3 3 0
split_gain=8.63948 3.0565 3.63749 2.64155 2.56136 1.65181 1.38423 0.753097 0.651151 0.460728 0.40054 0.382414 0.29362 0.280502 0.27646 0.25832 0.132871 0.12387 0.110821 0.033009 0.0229722 0.00512827 0.00404129
threshold=0 1.0000000180025095e-35 1 6.5000000000000009 2 2.5000000000000004 3 4 5 6 17.500000000000004 7 8 5.5000000000000009 9 3.5000000000000004 2.5000000000000004 10 7.5000000000000009 11 16.500000000000004 20.500000000000004 12.500000000000002
decision_type=9 2 9 2 1 2 1 9 1 1 2 9 1 2 9 2 2 9 2 1 2 2 2
left_child=1 3 4 6 10 12 17 -2 14 20 21 13 -4 -10 -7 -9 19 -1 -16 -6 -5 -3 -17
right_child=7 2 5 9 16 8 -8 15 11 -11 -12 -13 -14 -15 18 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0052142582420913741 0.048933300967760156 0.024942875554058282 0 0.016839830285321943 0.0027343462870730376 0 -0.02597269824636201 -0.0049795919454117214 0.019739902827563764 0 0 0 -0.019511676704148634 0 -0.011466788049202207 0.0070529737912833268 -0.0071202935421070188 0 0 -0.00024544998376172428 0 0 0
leaf_weight=5.6208717032977802 6.9951725325427105 86.825954420143717 3.6247043110688537 2.5230353593615296 3.802107904764398 3.5880904370624194 47.803492576470035 12.093082296261857 11.755897911225476 2.585171388118396 0.72667987279964918 1.984352399123966 25.846831220526841 5.2831417598154067 11.790703096363355 1.7594456667411567 6.6061768673043844 2.2993493033318373 0.51588066154727208 3.1056633484531613 0.063369544672241207 0.0091418602823968298 0.027863051656822679
leaf_count=82235 10181 570983 54223 53948 49442 65932 910160 56417 141198 54699 16019 30663 387359 67344 138335 6418 81073 34076 6604 43990 2000 293 583
internal_value=0 0 0.00690392 -0.0152894 0.0169337 -0.00708363 -0.0230106 0.0454292 0.00166075 0.00804103 0.0241608 0.010122 -0.0192911 0.0139531 -0.00339251 0 -0.00348065 0.000165693 -0.00823603 0 0.0127117 0.0249331 0.00695913
internal_weight=0 226.361 165.465 60.8953 101.076 64.3896 55.7237 20.8756 34.9181 5.17158 87.5618 19.0234 29.4715 17.039 15.8947 13.8804 13.5139 7.92022 12.3066 6.90777 2.5864 86.8351 1.78731
internal_count=2864175 2790576 1653458 1137118 761800 891658 1026471 73599 450076 110647 587295 239205 441582 208542 210871 63418 174505 116311 144939 93432 55948 571276 7001
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1 11021888 2 256 264768 340 210 262450 4 146 8651554 224
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=32
num_cat=17
split_feature=10 3 1 0 2 7 7 2 4 0 2 2 2 7 0 1 0 3 2 2 6 0 0 7 0 0 3 3 1 0 3
split_gain=8.45731 2.98935 3.38587 2.38291 2.00605 1.3215 1.27087 1.16984 1.00868 0.889289 0.74172 0.457161 0.320206 0.282819 0.276726 0.272195 0.130261 0.140381 0.0904009 0.0885502 0.0842348 0.0683192 0.0465842 0.0410504 0.0383174 0.025099 0.0186762 0.0143569 0.0109983 0.0100063 0.005861
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 5 6 13.500000000000002 7 8 9 10 12.500000000000002 11 8.5000000000000018 12.500000000000002 12 13 14 15.500000000000002 17.500000000000004 15 6.5000000000000009 13.500000000000002 13.500000000000002 20.500000000000004 16 12.500000000000002 16.500000000000004
decision_type=9 2 1 2 9 1 1 9 1 2 9 9 9 1 2 1 2 2 9 9 9 2 2 1 2 2 2 2 1 2 2
left_child=1 2 5 6 22 12 18 9 11 13 20 21 29 -5 -14 19 17 -17 28 24 25 -7 27 -9 30 26 -2 -3 -4 -1 -6
right_child=10 4 3 7 15 8 -8 23 -10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0029974898618787237 0.052270689094222923 0.031895465731205296 0 0.021577279983763971 0.0068908647475735656 0.033075074261212492 -0.02357681910766711 0 0 0 0 0 -0.010944101953143414 0 0 -0.011248806155361328 0 0 0 0 0 0 0 -0.0081695789646799907 0 0 0 0 0.0057972262641679219 0 0
leaf_weight=11.747284691338788 18.58947003426147 19.276369461735165 0.38217634881766571 10.170907400713077 7.4205690477210737 14.331448718682619 94.760033636187018 1.3957198814732692 2.7430346028813828 2.1614999142402658 2.4910059715457491 3.697156201520559 22.76720141526221 3.3696397449475599 0.57846846963729959 16.194780886969976 0.2872860283623585 0.35036049891459597 3.5748345461470308 1.428852580673263 0.064172012163914327 0.0890240136941437 0.063288692143031677 9.0028380723997543 0.29196196979137301 0.019065026110182681 0.014168684709146784 0.019428159055677408 0.6437479338947012 0.17754763198718215 0.041477186174233682
leaf_count=126232 55635 227930 5833 85521 119296 111550 1359342 15586 37488 23863 16886 44353 190545 26860 5639 231176 3579 7685 32988 20194 398 1548 2080 96093 2874 435 245 668 8649 2523 1102
internal_value=0 0 -0.00644018 -0.0147952 0.0167382 0.0081694 -0.021934 0.00159303 0.0182926 0.0130926 0.0445684 0.0267597 -0.000371562 0.0217146 -0.00687259 -2.70717e-05 -0.00674626 -0.00976846 0.000892709 0.00165951 0.0431112 0.0267797 0.0263384 -0.00674452 0.00470141 0.0521666 0.0522263 0.0318435 0.00481164 0.00206802 0.00677251
internal_weight=0 226.967 181.593 125.461 45.3744 56.1312 99.3608 26.1006 20.8607 15.702 21.1779 18.1176 35.2705 13.5405 23.3457 26.0153 16.8324 16.5451 4.60076 9.18286 18.6869 14.4205 19.3591 10.3986 7.75401 18.6227 18.6036 19.2958 1.02592 11.9248 7.46205
internal_count=2864796 2791197 2174613 1654735 616584 519878 1406812 247923 194939 136244 73599 157451 324939 112381 196184 385906 242440 238861 47470 143466 56713 113098 230678 111679 123272 56315 55880 228598 14482 128755 120398
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 640 8915696 1 8 2361894 2 264770 10486586 265472 5 147 10487040 2098434 1 4 14
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=27
num_cat=11
split_feature=10 4 3 1 2 3 2 0 2 2 3 3 3 7 0 0 0 0 1 1 3 0 3 7 0 0
split_gain=7.36088 2.76113 3.16534 3.10184 2.60215 1.61317 1.26319 1.73586 1.25497 0.764281 0.498129 0.44679 0.399676 0.390078 0.298146 0.273519 0.189713 0.16324 0.128565 0.0667411 0.0419685 0.0268164 0.0178628 0.0121557 0.00499653 0.0032452
threshold=0 1 10.500000000000002 2 3 1.5000000000000002 4 1.5000000000000002 5 6 2.5000000000000004 8.5000000000000018 12.500000000000002 7 3.5000000000000004 13.500000000000002 15.500000000000002 9.5000000000000018 8 9 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 10 17.500000000000004 12.500000000000002
decision_type=9 1 2 1 9 2 9 2 9 9 2 2 2 1 2 2 2 2 1 1 2 2 2 1 2 2
left_child=1 3 20 5 10 6 7 21 -2 11 23 15 17 24 18 -7 -9 -6 -10 25 -3 -1 -4 -5 -12 -16
right_child=8 2 22 4 12 9 -8 16 14 -11 13 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0 0.046616179014058283 0 0.011204949774213629 -0.0015173373405478377 -0.026632175073049998 0.027481658351368579 -0.010941364442121177 0.022030534066053372 0 0 0.0204944970137176 0 0 0 0.0094957768406740868 0 0 0 -0.0074032906373142637 0 -0.027019059030980026 -0.0042110401297003582 0 0 0 0
leaf_weight=7.7635100424868151 7.7365812520765758 2.2180251334566483 0.57414960736605181 12.797681353944427 28.607273279978479 63.332799817040268 17.264588494024792 22.437086821967572 0.73549799970896856 7.027413567995608 5.684316277745892 2.5195300930590738 0.22925404569650609 1.8973608783271627 1.0510937281305812 0.44286201689283089 0.39687844514082726 1.9417328787021677 11.834392723496421 0.80007157030922726 37.139394488985999 8.6242260189019362 0.076475124489661539 4.683570356480236 0.011067674315199727 0.016363651624487718
leaf_count=106413 10181 33154 13843 139480 521462 600180 261929 129362 3532 108591 47040 27817 5300 14307 3603 6654 5785 28009 52885 3053 624544 71613 2412 42818 273 345
internal_value=0 0 -0.017154 0.00570157 -0.00820178 0.0136375 0 0.00853912 0.0418057 0.0219297 0.00602068 0.0232242 -0.0208814 0.0143752 0 0.0268795 0.0211138 -0.025682 -0.00604448 0.00668969 -0.0264695 -0.00299736 0.0109275 0 0.0159803 0.00713991
internal_weight=0 225.669 40.008 185.661 55.8523 129.809 56.4863 39.2217 22.174 73.3226 25.074 66.2952 30.7783 7.59274 14.4374 63.7757 22.834 30.549 12.5699 1.86753 39.3574 16.3877 0.650625 17.4813 5.69538 1.06746
internal_count=2864585 2790986 673953 2117033 798689 1318344 575102 313173 73599 743242 243918 634651 554771 61620 63418 606834 135147 549471 56417 7001 657698 178026 16255 182298 47313 3948
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 2 944 2884224 2099808 264768 8392570 5 16 216 5
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=34
num_cat=20
split_feature=10 3 1 0 2 2 2 4 7 0 7 1 2 0 1 3 0 1 3 2 2 1 2 7 0 3 2 2 2 0 3 0 3
split_gain=7.17624 2.53123 2.84762 2.39399 1.77591 1.12852 1.05154 1.03357 0.962999 0.729759 0.596258 0.365402 0.48691 0.286688 0.223079 0.193649 0.147633 0.12632 0.0954191 0.276579 0.15448 0.0666438 0.0603823 0.0487635 0.0484239 0.0476418 0.0367572 0.035265 0.0328002 0.014866 0.014605 0.00323254 0.00262118
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 5 6 13.500000000000002 7 8 9 3.5000000000000004 10 10.500000000000002 8.5000000000000018 11 1.5000000000000002 12 13 14 15 16 17.500000000000004 1.0000000180025095e-35 17 18 19 4.5000000000000009 20.500000000000004 12.500000000000002 16.500000000000004
decision_type=9 2 1 2 9 9 9 1 1 2 1 1 9 2 1 2 2 1 2 9 9 1 9 1 2 2 9 9 9 2 2 2 2
left_child=1 2 7 8 24 -2 9 10 28 -5 18 12 -12 17 27 16 -16 -7 20 -20 -1 31 -9 -8 30 -24 -13 29 -4 32 -3 -15 -6
right_child=5 4 3 6 14 13 23 22 -10 -11 11 26 -14 21 15 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0.045492007034361064 0.029073610041793298 0.0028338819118696353 0.021128254881854228 0.0047606546919403449 0 0 0 -0.02516114242449535 0 0.02511639947979959 0.00040084000929586423 0 0.009460426877706896 -0.011030536739707603 0 0 -0.0072470867696094038 0.0077356614459040606 0 -0.0063416286586309338 0 0 -0.007660167561122329 0 -0.0089211759980592619 -0.002822478509410838 0 0 0 0 0 0
leaf_weight=16.399358898975152 8.1047268661895924 21.902406856735986 0.84252605233086797 10.449425362321561 2.4547633607508041 0.73549799970896856 1.350302920127433 1.2404731359929426 68.222129009785476 1.8035331865667092 15.143396041782578 2.8281024512207296 3.7546643129771864 1.061115224360037 19.452882013414648 0.87809107408975151 0.29799496408486348 11.747147494461387 15.690265544197244 8.5503825809373684 8.0465120686494647 0.80007157030922726 0.75186464499711103 8.7325678599409002 0.073118564883769888 7.3300944216634889 5.2766001722975506 0.84653845361754099 3.5018617192490638 0.16495601737915411 0.021952057570159833 0.016363651624487718 0.027143905619595787
leaf_count=97724 10181 250390 11925 78999 49604 3532 15711 15690 1093521 19679 116406 40179 45360 3603 281471 15720 3431 52885 202094 36822 117360 3053 8644 99502 2387 95079 42966 13621 32985 1964 753 345 779
internal_value=0 0 -0.00569249 -0.0155048 0.0155939 0.0410175 0.0012593 0.00477312 -0.0239604 0.0129035 0.0106819 0.0164005 0.0205355 0 -0.000194539 -0.00598909 -0.0095535 -0.00585142 0 0.00323243 -0.00266763 0.00665613 -0.00590674 -0.00615657 0.0241862 -0.00641028 0 0.00116427 0 0.00317242 0.029019 0.00711375 0.00467311
internal_weight=0 226.034 179.914 94.9023 46.1198 22.4649 22.3358 85.0117 72.5665 12.253 75.6893 27.0028 18.8981 14.3602 24.1224 20.629 19.7509 12.4826 48.6865 24.2406 24.4459 1.87755 9.32243 10.0829 21.9975 8.08196 8.1047 3.4934 4.34439 2.64686 21.9244 1.07748 2.48191
internal_count=2864365 2790766 2170646 1352322 620120 73599 213891 818324 1138431 98678 698911 244911 161766 63418 366590 300622 284902 56417 454000 238916 215084 7001 119413 115213 253530 103723 83145 65968 44910 52347 251143 3948 50383
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1 896 8916720 264768 264738 2 8 1 640 10486586 19 16 10751330 2656 216 1088 4 263490 2097410 10486016
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=19
split_feature=10 2 0 3 7 1 4 2 1 1 1 2 0 3 2 0 2 1 3 3 1 3 1 3 1 7 2 0 3 1
split_gain=6.81921 2.40697 1.86421 1.51546 1.51758 1.35248 1.01597 1.00908 0.894633 0.701733 0.679663 0.64248 0.515753 0.42603 0.40573 0.275818 0.143131 0.124077 0.0894926 0.0793842 0.0665443 0.0544369 0.201688 0.0526005 0.0297968 0.0259033 0.0428753 0.00321983 0.00258905 0.00198959
threshold=0 1 5.5000000000000009 4.5000000000000009 2 3 4 5 6 7 8 9 17.500000000000004 15.500000000000002 10 3.5000000000000004 11 12 9.5000000000000018 2.5000000000000004 13 10.500000000000002 14 8.5000000000000018 15 16 17 12.500000000000002 20.500000000000004 18
decision_type=9 9 2 2 1 1 1 9 1 1 1 9 2 2 9 2 9 1 2 2 1 2 1 2 1 1 9 2 2 1
left_child=1 2 3 4 10 25 12 -2 19 16 -1 -11 18 -10 28 17 -6 -9 -7 -3 27 22 -16 -21 -23 -4 -27 -17 -5 -28
right_child=7 8 5 14 9 6 -8 15 13 11 -12 -13 -14 -15 21 20 -18 -19 -20 23 -22 24 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0 0.044361072456344616 -0.00048470952816426097 0 0.021109660553408859 0 0.039400150315301842 0 0 -0.023997088592955313 0.016998782183986642 -0.017559454384850567 0 0 0 0 0.0094248964905465776 -0.0057535169406971367 -0.0070947884389602478 0 0.0056743503771652139 0 0.003409765115081283 -0.0065497127964707167 0 0 0 0 0 0 -0.0046929966817352911
leaf_weight=29.287983849229022 8.4808275710929575 11.199494457748644 0.97802397292252863 12.930580314414327 6.1352240477326632 12.320253537962341 2.0787178451828376 0.73549799970896856 31.838888368868542 17.25909395362396 43.685805355605225 10.112511803812597 0.56738589949054663 0.094719766932029326 2.6928836043498463 1.0711943453752608 9.8661676153205935 11.662365793876234 0.095289654853332517 10.690625740940956 0.80007157030922726 0.61507088066719007 15.642729087798219 0.51143150995994879 0.64678008476403082 0.22697593161501572 0.7511340601467964 0.016363651624487718 0.0055489939204570451 5.1158677823041216
leaf_count=274714 10181 191308 8335 67881 92624 84912 24693 3532 609916 116602 500040 142235 13414 3244 49283 3603 78806 52885 628 192375 3053 10232 253639 11960 11982 3614 3977 345 170 44145
internal_value=0 0 0.00613295 0 -0.00503912 0.0227464 0.02712 0.04021 -0.0130773 0.00433633 -0.0123833 0.0113104 0.0372509 -0.019371 0.0135247 0 -0.00179398 -0.00566306 0.0390869 0 0.0066224 0 -0.0027672 0.00436258 0.00236086 -0.000157593 -0.00237737 0.00708746 0.0171092 -0.00407446
internal_weight=0 225.349 171.014 148.88 116.347 22.1336 15.0616 22.7663 54.3352 43.373 72.9738 27.3716 12.9829 31.9336 32.5336 14.2855 16.0014 12.3979 12.4155 22.4016 1.88763 19.5975 18.3356 11.2021 1.26185 7.072 6.09398 1.08756 12.9361 5.867
internal_count=2864328 2790729 1781926 1598208 1205021 183718 123647 73599 1008803 430267 774754 258837 98954 613160 393187 63418 171430 56417 85540 395643 7001 325136 302922 204335 22214 60071 51736 3948 68051 48122
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 27823904 1 833 2 264768 848 306 832 10487296 8392192 2100480 16 216 25 706 4 2097152 512
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=16
split_feature=10 2 3 1 1 2 0 4 0 2 3 7 0 2 0 0 3 2 1 1 2 7 7 0 3 3 0 3 0 7
split_gain=6.48182 2.24777 2.3127 1.52947 1.09967 0.896544 0.831034 0.684128 0.620482 0.439705 0.383511 0.268633 0.265502 0.229391 0.394615 0.673783 0.204918 0.153986 0.121837 0.0664427 0.0599376 0.049563 0.0446635 0.0384313 0.0246483 0.00617317 0.00565095 0.0521004 0.00320705 0.00117221
threshold=0 1 3.5000000000000004 2 3 4 1.5000000000000002 5 9.5000000000000018 6 15.500000000000002 7 3.5000000000000004 8 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 9 10 11 12 13 14 17.500000000000004 20.500000000000004 6.5000000000000009 7.5000000000000009 12.500000000000002 12.500000000000002 15
decision_type=9 9 2 1 1 9 2 1 2 9 2 1 2 9 2 2 2 9 1 1 9 1 1 2 2 2 2 2 2 1
left_child=1 2 3 6 13 -2 20 9 17 -8 -6 -4 18 14 15 25 -17 -5 -7 28 29 -15 -22 24 -13 -3 27 -16 -14 -1
right_child=5 4 11 8 10 12 7 -9 -10 -11 -12 23 19 21 26 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 0.043225710776828408 -0.0013009478768523646 0 0 -0.021647490561316599 0 0.019197872574719037 0 0 0 0 0.023497483017539317 0.0093891871261092743 0 -0.0040373458396800229 0.018299799398036633 0 -0.01649873853056831 -0.0069462760269024745 0 0 -0.0050469917508685277 -0.0046897455894218789 0 0 0 0 0 0 0.00050065590747091864
leaf_weight=0.9521084628522658 8.8643278028139303 6.4744175201849492 1.5254692425023677 6.2203719212766373 38.917823881144159 0.73549799970896856 27.101819391236859 2.852510519200222 2.0303838008003359 3.7576411633363049 0.095949313468735364 45.2937795751659 1.0813307379867181 2.2891869595914613 5.4299228004128945 13.955265511115609 0.53549214882696183 33.043560873815295 11.579958342328609 0.80007157030922726 2.3193104862257314 8.4447635863725719 13.506456542285379 0.073653628871396815 0.04701854610357159 0.5075320665109756 2.6385335427075916 0.017129733212641329 0.016363651624487718 6.7656003441725261
leaf_count=14741 10181 125492 12712 110416 716034 3532 103885 25497 19887 72538 3215 489620 3603 40079 64481 194579 8511 331487 52885 3053 18148 147641 126952 2153 1631 12032 36187 294 345 112439
internal_value=0 0 0.00726032 0 -0.0103175 0.0393857 0.0069142 0.0145525 -0.0114432 0.0182787 -0.0177373 0.0208544 0 0 0.00494525 0.010736 0.0168758 -0.0162736 -0.00547924 0.00658849 0 -0.00341833 -0.00327667 0.020572 0.0234204 0 0 -0.00126261 0.00706103 0
internal_weight=0 224.796 145.49 98.5498 79.306 23.0776 57.2554 33.712 41.2943 30.8595 39.0138 46.9399 14.2132 40.2922 29.5583 21.4727 14.4908 39.2639 12.3155 1.89777 23.5435 10.734 15.8258 45.4145 45.3408 6.98195 8.08559 5.44705 1.09769 7.71771
internal_count=2864250 2790651 1442106 935990 1348545 73599 474200 201920 461790 176423 719249 506116 63418 629296 441576 340614 203090 441903 56417 7001 272280 187720 145100 493404 491251 137524 100962 64775 3948 127180
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 11010848 736 720 264768 2 8389376 8 273616 2097184 16 216 10486016 2 12 4
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=29
num_cat=13
split_feature=10 4 3 0 1 2 3 2 2 0 0 7 2 0 3 0 0 1 0 1 3 3 1 1 3 3 2 0
split_gain=6.2867 2.10549 2.88992 2.38158 2.51294 1.65694 1.3016 1.30813 0.790755 0.672033 0.566938 0.619492 0.50006 0.499513 0.487157 0.3788 0.25571 0.119604 0.0944422 0.0826079 0.163573 0.0682227 0.0663389 0.0267568 0.018078 0.0127396 0.0110396 0.00319421
threshold=0 1 10.500000000000002 5.5000000000000009 2 3 1.5000000000000002 4 5 1.5000000000000002 3.5000000000000004 6 7 17.500000000000004 19.500000000000004 1.5000000000000002 3.5000000000000004 8 4.5000000000000009 9 1.0000000180025095e-35 9.5000000000000018 10 11 16.500000000000004 2.5000000000000004 12 12.500000000000002
decision_type=9 1 2 2 1 9 2 9 9 2 2 1 9 2 2 2 2 1 2 1 2 2 1 1 2 2 9 2
left_child=1 3 19 4 6 13 12 9 -2 -8 11 -6 15 21 -13 -1 17 -10 -14 -3 -21 -5 27 -7 -4 -9 -25 -18
right_child=8 2 24 5 10 23 7 25 16 -11 -12 14 18 -15 -16 -17 22 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=-0.00015607416047457229 0.042088244204173127 0 0.011141509016172224 0.037778472175635826 0 0 0.027006898568554823 0 0 0 0 -0.02604737314051328 -0.012546934897071708 0 0 0.0091775330210398329 0.0093533007629977259 -0.0068014332806675074 0 0 -0.027849122714217384 0 0 0 0 -0.0025044114783433404 -0.003219443050770951 0
leaf_weight=15.067652838566572 9.2546339792243071 1.8515759835154322 0.59159843582165095 13.542809624244907 7.1823227958429925 5.0313034381906618 30.621541544313004 2.7244463134938988 0.73549799970896856 27.212871881090905 4.8501300009684192 32.196233605692669 13.451375870520675 0.57612733087626189 0.041240977012420355 18.536781178096135 1.0915240478188932 11.499839735648493 0.64719069936109086 1.9716939239078772 33.753959527190091 0.076194019171453742 0.80007157030922726 0.67827372303509037 0.077883735862997128 10.001107559309274 4.4300403712768457 0.016363651624487718
leaf_count=157852 10181 35006 13702 93764 95002 50881 354912 41537 3532 168554 43809 542534 223396 12164 1315 106186 3603 52885 9620 30047 585198 569 3053 9582 2412 157875 55225 345
internal_value=0 0 -0.0150158 0.00511184 0 0.0232941 0.00676494 0.014341 0.0385472 0.0185494 -0.0145689 -0.0193396 -0.000920044 0.0291492 -0.0210995 0.00188051 0 -0.00529984 -0.00942547 -0.0245324 -0.0234091 0.0375377 0.00655442 -0.000280541 0.0108593 -0.00137767 -0.00245783 0.00703446
internal_weight=0 225.114 38.2467 186.868 162.533 24.3347 118.263 70.56 23.3979 57.8344 44.2699 39.4198 47.703 14.1951 32.2375 33.6044 14.1433 12.2353 14.0986 37.5772 35.7257 13.619 1.90796 10.1396 0.669482 12.7256 5.10831 1.10789
internal_count=2864741 2791142 666365 2124777 1902592 222185 1219932 722878 73599 523466 682660 638851 497054 106497 543849 264038 63418 56417 233016 650251 615245 94333 7001 115688 16114 199412 64807 3948
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 2 976 789026 8652762 264768 12 31530560 16 1 216 416 64
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=16
split_feature=10 3 4 0 2 7 2 3 2 2 0 2 1 3 1 3 6 3 1 0 1 1 0 3 3 2 3 3 0 1
split_gain=5.98405 1.91635 2.31781 2.29989 1.55539 1.53646 1.21319 1.03323 1.02198 0.770299 0.662019 0.566033 0.483572 0.202318 0.373002 0.137548 0.0706723 0.0416397 0.0403952 0.0324691 0.0307898 0.0242012 0.0235216 0.0197774 0.0177474 0.0169675 0.0118944 0.00701074 0.00212716 0.00135084
threshold=0 4.5000000000000009 1 5.5000000000000009 2 3 4 1.5000000000000002 5 6 15.500000000000002 7 8 10.500000000000002 9 3.5000000000000004 10 1.0000000180025095e-35 11 17.500000000000004 12 13 13.500000000000002 5.5000000000000009 13.500000000000002 14 20.500000000000004 16.500000000000004 6.5000000000000009 15
decision_type=9 2 1 2 9 1 9 2 9 9 2 9 1 2 1 2 9 2 1 2 1 1 2 2 2 9 2 2 2 1
left_child=1 2 3 5 19 7 10 -1 12 16 -5 -9 -7 14 23 17 22 -4 27 26 -8 -10 24 25 -2 -6 -3 28 -15 -17
right_child=9 4 15 6 13 8 20 11 21 -11 -12 -13 -14 18 -16 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019643305224390541 0.044545663145624137 0.027321170487462482 0 0.032722030930129896 0.0029318964071583919 0 0 0.00708816571036925 0 0 0 -0.0068354944321826457 0.016336722908390163 0.004971511037859362 -0.0098125984957923486 0.00018001211570919964 0 -0.023658126316005144 0 0 -0.0025817800852917325 -0.005782806130243923 0 0 0 0 0 0 0 -0.00053085276682093602
leaf_weight=43.412249377621265 21.181400230852891 19.474490931279441 2.1630877632214895 12.941662472927415 2.7463972783480131 10.55566262366847 1.7844160355907661 19.762265477384972 2.5759938464034349 2.4422169892368428 0.91323557771102137 16.881947026680791 27.038155747338802 0.48441430817911169 18.764352084757782 0.92630188941256986 0.065206746374321223 22.395276304983781 0.87625092136658966 0.052529772316119216 6.1921156061234823 6.7004655527562118 0.021633706066494507 4.3380047328955698 0.016298880786051906 0.44306574675465649 0.019170452351317091 0.071678960104691214 0.021029033632657956 3.2293994926876621
leaf_count=566856 55635 213959 33541 95074 42507 118994 18236 281359 44786 16886 14770 136666 224539 7493 271331 17515 398 343199 18122 1698 75085 132036 435 61605 245 5290 656 2013 274 63408
internal_value=0 0 -0.00458335 0.000114978 0.0138401 -0.00443214 0.0196035 -0.0117217 0.00473981 0.0376968 0.0243952 0 0.0121069 0 -0.0058527 -0.0216553 0.0370337 -0.0230192 0.00173751 0.0225796 0 -0.00462022 0.0444386 0 0.0444996 0.00244109 0.0272719 0.00350646 0.00489914 0
internal_weight=0 224.764 177.472 148.758 47.2914 126.927 21.8314 80.0565 46.8703 23.7268 13.8549 36.6442 37.5938 27.7452 26.2918 28.7141 21.2845 24.5584 1.45337 19.5462 7.97653 9.27646 21.2193 7.52747 21.1977 3.18946 19.4937 0.577122 0.505443 4.1557
internal_count=2864611 2791012 2166064 1708401 624948 1505236 203165 984881 520355 73599 109844 418025 343533 408635 380733 457663 56713 376740 27902 216313 93321 176822 56315 109402 55880 47797 214615 9780 7767 80923
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 2 8913648 1 2361890 10489672 264770 265586 275 561 1 194 128 128 2361602 65
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=25
num_cat=12
split_feature=2 7 1 0 0 2 3 0 2 1 1 0 1 6 0 3 6 3 2 3 3 3 3 1
split_gain=5.41187 2.45725 1.67033 0.895855 0.880206 0.765933 0.894988 0.684282 0.586588 0.539735 0.491304 0.442329 0.355238 0.119058 0.102415 0.0992785 0.0857206 0.0709314 0.0252457 0.0119296 0.0103784 0.00928014 0.00276997 0.00160783
threshold=0 1 2 5.5000000000000009 1.0000000180025095e-35 3 10.500000000000002 10.500000000000002 4 5 6 15.500000000000002 7 8 17.500000000000004 8.5000000000000018 9 1.5000000000000002 10 11.500000000000002 16.500000000000004 9.5000000000000018 20.500000000000004 11
decision_type=9 1 1 2 2 9 2 2 9 1 1 2 1 9 2 2 9 2 9 2 2 2 2 1
left_child=2 4 17 5 18 12 -7 10 9 11 -6 19 -3 14 22 -14 20 -1 23 -5 -12 -19 -4 -2
right_child=1 3 13 8 7 6 -8 -9 -10 -11 16 -13 15 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=-0.00382651869223531 0.00062818678297479761 -0.0042926012998324914 0.034093881937547588 0.022489207928307386 0 -0.018695958297729603 0 0 -0.0045121782417705519 0 0.031057569916771069 0 0.0097285322555299199 0 0 0 0 0.0021176088612182833 -0.0023938619901059909 0 0 0 0 0
leaf_weight=11.587187695764444 0.74401808802122105 9.1074108757511549 58.712096869703601 7.5534494374505794 2.8737334548186482 96.671770436279076 1.6049212200305181 1.3357433543224022 7.1259093443295596 3.4134072301239931 13.490895786593677 0.95915344703826111 14.654770982398986 0.15068446371878863 0.12876078120825596 0.52215071440150573 0.12042704296255458 13.080659486600776 4.0544274411840915 0.023885100548795779 0.014473375309535963 0.25257157317355527 0.003470822661255534 1.0762469787732696
leaf_count=95304 14860 152577 269292 87249 40166 1414977 29443 20962 84019 42336 160043 11917 247414 707 2384 10892 1439 81468 72734 318 376 978 101 22364
internal_value=0 -0.00261206 0.0234277 -0.00916734 0.0130082 -0.0128299 -0.0153949 0.0212446 0 0.00971828 0.0247277 0.0153748 0 0.0302666 0.0338943 0.00692691 0.0249363 0 0 0.0224113 0.031014 0.00152202 0.0340886 0
internal_weight=0 165.347 83.9154 141.637 23.71 122.561 98.2767 17.8353 19.0758 11.9499 16.4995 8.53649 24.2843 58.995 58.8443 15.1769 13.6258 24.9204 5.87469 7.57733 13.5054 13.3332 58.7156 1.82027
internal_count=2864320 2414086 450234 2081142 332944 1855303 1444420 222986 225839 141820 202024 99484 410883 272484 271777 258306 161858 177750 109958 87567 160419 82446 269393 37224
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=262656 12 277 27263168 2623782 440 36 139 1 1 2304 352
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=20
split_feature=10 3 1 0 2 2 7 2 4 0 7 5 0 0 2 3 1 1 7 2 3 1 2 7 3 1 3 2 0 3 2 3 3 0 0
split_gain=5.43913 1.87206 2.11318 1.74558 1.29383 0.947463 0.857947 0.807011 0.758161 0.629515 0.465529 0.380432 0.269698 0.163146 0.317109 0.155511 0.35255 0.123128 0.111559 0.0789706 0.130286 0.0691312 0.0602327 0.0463849 0.0432289 0.0404033 0.0370756 0.031346 0.0308699 0.0209959 0.0166734 0.0110193 0.00699144 0.00319138 0.0021388
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 5 6 13.500000000000002 7 8 3.5000000000000004 1.0000000180025095e-35 9 10.500000000000002 10 11 12 13 1.5000000000000002 14 15 16 1.0000000180025095e-35 17 1.0000000180025095e-35 18 17.500000000000004 5.5000000000000009 19 20.500000000000004 16.500000000000004 12.500000000000002 6.5000000000000009
decision_type=9 2 1 2 9 9 1 9 1 2 1 1 2 2 9 2 1 1 1 9 2 1 9 1 2 1 2 9 2 2 9 2 2 2 2
left_child=1 2 8 6 28 -2 27 9 10 18 19 -8 17 -12 -15 16 29 -7 -5 20 -1 33 -10 -9 -24 32 -21 -4 31 30 -6 -3 34 -14 -17
right_child=5 4 3 7 15 12 11 23 22 -11 13 -13 21 14 -16 25 -18 -19 -20 26 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 0.039387359010489786 0.025523527129741558 0.0027694840273320281 0.017760737519786109 0.0029690837542904729 0 -0.026190845082593946 0 0 0 0 0 0.0091855168941937237 0.018498486211307699 0 0.0049567897959547315 -0.0092430157372922674 -0.00716574519374599 0 0 0.0065841309384037918 0 0 -0.0072889491511260026 -0.0078746451968765181 0 -0.0040332624068027158 0 0 0 0 0 0 0 0
leaf_weight=9.133565341673604 10.206475828072142 20.182302524521226 0.86811562046750623 8.3997493710230611 2.7309624887257087 0.75334145910710504 59.410638540035961 1.367093822967945 1.1886070931068387 1.8250368296212389 5.0410612920850353 4.8708417816219471 1.1392655237887082 19.908312798712359 3.464539605844041 0.48868906891038932 18.395626901303338 11.701812875224277 2.9454531478368144 9.5964947936026892 12.218756629412381 0.82525084129701909 0.73713622514878618 8.5374298345050192 6.9060480160214865 0.88120461867401789 17.925727606803775 3.5455301108850108 0.053898928486886599 4.295549244265203 0.43422537434344244 0.019163010312694406 0.071717542194164707 0.016662824775266816 0.021210137938396656
leaf_count=116092 10181 216495 12475 61723 41282 3532 1011788 16084 15998 20698 73139 68382 3603 140035 36545 7500 268225 52885 21014 61754 141313 3053 9066 101475 90093 18230 136953 32870 1742 61579 5276 656 2013 345 275
internal_value=0 0 -0.00477618 -0.0134971 0.0134235 0.0353839 -0.0209776 0 0.00385018 0.0109532 0.00902974 -0.0223329 0 0.0139969 0.0180189 0 -0.00511859 -0.00579047 0.0185009 0 0.00268225 0.00631028 -0.00471783 -0.00582123 -0.00554832 0.00170695 -0.00227122 0 0.0211354 0 0.00251609 0.0254756 0.003495 0.00690943 0.00488382
internal_weight=0 225.465 177.89 91.7699 47.5745 24.6428 68.6951 23.0748 86.1202 13.1702 77.2885 64.2815 14.4363 28.4139 23.3729 27.3192 25.8564 12.4552 11.3452 48.8745 21.3523 1.98118 8.83179 9.90452 7.64318 1.46282 27.5222 4.41365 20.2554 7.46074 3.16519 20.2015 0.581617 1.15593 0.509899
internal_count=2864369 2790770 2167497 1346509 623273 73599 1125515 220994 820988 103435 705831 1080170 63418 249719 176580 404380 376362 56417 82737 456112 257405 7001 115157 117559 99159 28018 198707 45345 218893 108137 46558 217151 9788 3948 7775
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1 896 8913648 264768 8 264738 2 1 1 10487666 561 16 5 265568 216 1088 4 194 10486016 2361602
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=20
split_feature=10 2 0 1 3 7 2 1 0 1 1 2 3 2 4 0 0 2 0 0 1 3 3 2 1 3 3 2 7 1 2 7 0 3 0
split_gain=5.1019 1.67743 1.24588 1.46691 1.04786 1.0655 0.844241 0.778114 0.623078 0.622855 0.542766 0.564893 0.374001 0.339518 0.315984 0.259083 0.179744 0.144926 0.13717 0.191755 0.120949 0.119162 0.0903946 0.0762548 0.0689961 0.0670862 0.0630821 0.0259205 0.0141972 0.030336 0.054236 0.00756746 0.00525026 0.00335932 0.00317799
threshold=0 1 5.5000000000000009 2 4.5000000000000009 3 4 5 17.500000000000004 6 7 8 15.500000000000002 9 10 3.5000000000000004 1.0000000180025095e-35 11 1.5000000000000002 11.500000000000002 12 6.5000000000000009 10.500000000000002 13 14 9.5000000000000018 5.5000000000000009 15 16 17 18 19 1.0000000180025095e-35 20.500000000000004 12.500000000000002
decision_type=9 9 2 1 2 1 9 1 2 1 1 9 2 9 1 2 2 9 2 2 1 2 2 9 1 2 2 9 1 1 9 1 2 2 2
left_child=1 2 4 8 5 9 -2 18 14 27 17 -12 -9 22 25 20 -15 -7 26 21 -8 -20 32 -11 34 -4 -3 -1 -5 -30 -31 -24 -6 -18 -17
right_child=6 7 3 28 13 10 15 12 -10 23 11 -13 -14 16 -16 24 33 -19 19 -21 -22 -23 31 -25 -26 -27 -28 -29 29 30 -32 -33 -34 -35 -36
leaf_value=0.0021747760699045789 0.038259452122182853 -0.0041740076488205385 0.035082173937355882 0 0 0 0 -0.021280130322074202 0 0 0.015041412912773916 0 0 0 0 0.0091486698176561146 0.019172213272237205 -0.0056895034539495666 0.010666620610648709 0 -0.0070154720517399509 0 0.0028610124692391575 -0.017112308235450697 0 0 0 0 0 0 -0.005152100310309095 0 -0.0041417850532534306 0 0
leaf_weight=14.804235226501078 10.614960773764322 9.6550183120602942 11.451448963822257 1.4205227544080117 6.0514514575061247 6.0312478145851856 0.75334145910710504 29.704601011789695 0.84170895674105928 10.845304505495733 17.362821320292369 11.082351010780259 0.098246920442760621 3.200039691395431 1.2516850224783365 1.1497704365683601 12.788093450544689 9.832221218484845 8.8551128068629588 1.2581262834628422 11.618302891793064 0.5761442567763887 0.83172631315937795 38.4063131807643 0.82525084129701909 0.081670035217030867 1.8439666539597954 6.5756474009613166 3.3753014749963768 0.1968355124899972 5.3339489399731974 0.2714224451847258 10.683450169428395 0.0079993647414092761 0.016662824775266816
leaf_count=127139 10181 196319 71972 12021 146400 93707 3532 612449 14985 143676 104434 157010 3362 46602 15467 3603 57019 79489 139528 15791 52885 10601 13107 390263 3053 511 40743 95489 25708 3169 45027 4310 125250 248 345
internal_value=0 0 0.00527529 0.0186025 0 -0.0041187 0.0345551 -0.0108625 0.0249259 -0.0105283 0.00317643 0.00956216 -0.0169097 0.0112087 0.0332095 0 0.0142777 -0.00155169 0 0.00567763 -0.00560469 0.00904954 0 -0.0148606 0.00627535 0.0348165 -0.00120304 0 -0.000656184 -0.00185901 -0.00336585 0.00288316 -0.00371615 0.0191499 0.00688212
internal_weight=0 224.719 172.727 23.9531 148.774 114.94 24.9783 51.9912 13.6265 70.6315 44.3086 28.4452 29.8028 33.8342 12.7848 14.3633 15.9961 15.8635 22.1884 10.6894 12.3716 9.43126 17.8381 49.2516 1.99168 11.5331 11.499 21.3799 10.3266 8.90609 5.53078 1.10315 16.7349 12.7961 1.16643
internal_count=2865395 2791796 1773003 188860 1584143 1191207 73599 1018793 102935 756567 434640 261444 615811 392936 87950 63418 103869 173196 402982 165920 56417 150129 289067 533939 7001 72483 237062 222628 85925 73904 48196 17417 271650 57267 3948
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1 27791136 174 1 264768 848 320 306 10486272 524576 2 2100480 16 16778496 216 3616 4 528 2097152 5
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=19
split_feature=10 3 4 0 2 2 1 2 2 0 2 3 3 1 3 1 3 3 1 1 6 1 0 0 1 3 2 7 3 2 3 0 3 1 3
split_gain=4.8291 1.59934 1.99449 1.73784 1.12934 1.11945 1.11859 0.759942 0.749926 0.557964 0.258546 0.308577 0.237147 0.182791 0.251476 0.165698 0.272755 0.136204 0.337001 0.0401652 0.0329813 0.0324451 0.028009 0.0246869 0.0237607 0.0207081 0.0164601 0.0155374 0.0102149 0.00751787 0.00699156 0.0021408 0.000264049 0.000107848 1.50584e-07
threshold=0 4.5000000000000009 1 5.5000000000000009 2 3 4 5 6 15.500000000000002 7 1.5000000000000002 2.5000000000000004 8 10.500000000000002 9 1.0000000180025095e-35 10.500000000000002 10 11 12 13 17.500000000000004 13.500000000000002 14 5.5000000000000009 15 16 20.500000000000004 17 16.500000000000004 6.5000000000000009 3.5000000000000004 18 1.5000000000000002
decision_type=9 2 1 2 9 9 1 9 9 2 9 2 2 1 2 1 2 2 1 1 9 1 2 2 1 2 9 1 2 9 2 2 2 1 2
left_child=1 2 3 6 9 22 10 13 27 -5 11 -1 -10 -2 20 32 -17 18 25 30 23 -6 28 -15 -12 26 -7 -8 33 -23 31 -19 34 -3 -4
right_child=7 5 15 4 21 17 8 -9 12 -11 24 -13 -14 14 -16 16 -18 19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 0 0 0 0.029733582626359879 0 0.0029489826305785362 0.0019419675669946142 0 -0.021838389834094377 0 0 0.011882154237318407 0 0.047900119255340108 0 0 -0.025594264994405799 0.0049444999231434113 -0.008929977421370661 0 0 0 0 0 -0.001648583423591957 0 0 0 0 -0.0032792728919067275 0 0 0.00029227757280083814 0.022296559361661784 -6.7548778879328563e-06
leaf_weight=10.096876643449834 6.0115019620479844 2.8255010108623559 2.2946958068209824 13.158990341085881 2.7586384078840638 2.7393032614945696 1.1998559122830554 2.4061816549528912 28.846387122760461 0.85792684076477677 9.1835159383645077 15.58169248282138 8.2800582161744369 16.63952823923319 0.21418004892257059 1.6567273984892441 19.726781011563617 0.49225867496534192 18.194933928458347 0.87837850024516118 0.027843946365478156 0.73284290507945116 0.052815279628702139 0.020803983024960782 47.425297382509598 4.2909447157635441 0.43154868646888767 5.1147938925405469 0.019183335216438446 5.4913455057940155 0.071917240436960128 0.021284987753460882 0.90963241356803326 18.047978187492852 3.0021739395688201
leaf_count=157004 17568 31004 31375 85061 29544 42460 20292 16886 476750 14385 65706 165979 108313 38012 606 26297 319473 7496 267632 18088 159 10667 1716 368 419914 61557 5266 91399 656 67739 2013 275 16799 187998 57881
internal_value=0 0 -0.00405088 0.000130327 0.0169642 0.0127084 -0.00369749 0.033721 -0.012521 0.0221683 0.00138166 0.00657542 -0.0170276 0.0334761 0.0387985 -0.0201261 -0.0201748 0 -0.00477822 0.00170365 0.047746 0 0.0197624 0.0478342 0 0 0.00249857 0 0.0237698 -0.00264935 0.00348519 0.00487129 0 0.0238165 0
internal_weight=0 224.384 176.318 148.728 22.9997 48.066 125.728 25.32 43.4411 14.0169 82.2874 25.6786 37.1264 22.9139 16.9024 27.59 21.3835 27.1206 25.6567 1.46384 16.6882 8.98283 20.9455 16.6603 56.6088 7.4618 3.17085 6.31465 20.8927 6.22419 0.585461 0.513544 6.2065 20.8735 5.29687
internal_count=2864338 2790739 2164578 1712753 207396 626161 1505357 73599 696754 99446 808603 322983 585063 56713 39145 451825 345770 404787 376915 27872 38539 107950 221374 38380 485620 109283 47726 111691 219658 78406 9784 7771 106055 219002 89256
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 2 264738 8913648 960 264770 2100224 8652104 771 65 561 194 1 384 512 2361602 12 64 23
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=30
num_cat=14
split_feature=10 2 4 3 0 7 1 2 1 2 1 3 0 1 3 3 0 1 3 0 0 1 3 1 1 3 3 3 0
split_gain=4.26564 1.50475 1.06288 1.34877 1.04726 1.18588 1.01371 0.990413 0.953335 0.830009 0.720079 0.463035 0.450757 0.431232 0.353998 0.311804 0.278939 0.233234 0.134532 0.124108 0.186264 0.12301 0.117356 0.101673 0.069731 0.0555777 0.0293415 0.00649948 0.00316121
threshold=0 1 2 10.500000000000002 8.5000000000000018 3 4 5 6 7 8 6.5000000000000009 17.500000000000004 9 15.500000000000002 1.0000000180025095e-35 3.5000000000000004 10 1.5000000000000002 1.5000000000000002 11.500000000000002 11 6.5000000000000009 12 13 5.5000000000000009 9.5000000000000018 16.500000000000004 12.500000000000002
decision_type=9 9 1 2 2 1 1 9 1 9 1 2 2 1 2 2 2 1 2 2 2 1 2 1 1 2 2 2 2
left_child=1 2 4 13 5 6 18 -2 12 17 19 -8 26 -4 -12 -15 21 -7 -1 25 22 -9 -21 -11 28 -3 -6 -5 -18
right_child=7 10 3 27 8 9 11 16 -10 23 14 -13 -14 15 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0 0.035970613169677007 -0.0038644059830784967 0 0.0084771130769309266 0.037018901795862098 0 -0.014418882928223417 0 0 0.00066409797341939803 -0.020209470621710884 0 0 0 0 -0.021661914846928768 0.008969760933656477 0.020443427983733439 0.0071013498351212446 0.010438877635092806 0 -0.0074013952831975503 0 -0.0042065416388457838 0 0 0 0 0
leaf_weight=14.766796481996606 11.464495009287928 9.5273118085156074 0.9315493495832935 0.42113046502163243 5.7591632337316696 8.7063692194078595 47.102341559530032 0.78225952646425867 2.7603440777111228 3.7092869577809324 28.903491620982553 3.4649663689997388 0.5325267977277689 1.3940385047499209 0.098534667517013896 19.783218029222553 1.2008713927498318 24.749306082552721 22.280173279425981 8.9352282034815254 1.2643519336525049 11.833303073031857 0.5817485476418377 16.369487941310584 0.83656078102467235 1.8503037222581031 0.033495746023618156 0.037075075668326463 0.016921673486649413
leaf_count=156622 10181 196066 15980 6925 37814 50459 449550 3532 28338 48116 612208 31681 13861 19471 3364 350731 3603 147888 196342 141737 16075 52885 10625 217254 3053 40857 213 883 345
internal_value=0 0 0.00523814 -0.00488504 0.0092739 0.00222289 -0.00285334 0.0317775 0.0253554 0.0111678 -0.0100506 -0.0105816 0.0273536 -0.015563 -0.0159454 -0.0166371 0 0.0170533 0.00381872 0 0.00543934 -0.0061453 0.00881296 0 0.0060674 -0.000913248 0.0368906 0.00834506 0.00674883
internal_weight=0 223.962 172.801 22.567 150.234 141.149 87.6143 26.1344 9.08553 53.5345 51.161 50.5673 6.32519 22.1088 29.002 21.1773 14.6699 33.4557 37.047 22.1589 10.7813 12.6156 9.51698 20.0788 2.05435 11.3776 5.79266 0.458206 1.21779
internal_count=2866659 2793060 1772128 393990 1378138 1297912 834195 73599 80226 463717 1020932 481231 51888 386182 615572 370202 63418 198347 352964 405360 168437 56417 152362 265370 7001 236923 38027 7808 3948
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 27791136 2 1 352 264768 186 10487296 848 1 288 16 544 216
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=35
num_cat=16
split_feature=10 3 1 4 2 2 3 2 3 2 2 0 1 0 0 3 1 3 1 0 1 1 0 3 3 2 7 0 0 3 3 0 0 1
split_gain=3.95022 1.46884 1.80038 1.31343 0.996407 0.906138 0.945462 0.889678 0.365349 1.12207 0.653321 0.888741 0.338703 0.267353 0.261285 0.228581 0.120934 0.113346 0.318462 0.108674 0.0695732 0.0402647 0.0261452 0.0215897 0.0208535 0.0167631 0.0156352 0.125965 0.0764191 0.00981002 0.0069974 0.0031473 0.00210268 0.00104923
threshold=0 4.5000000000000009 1 2 3 4 3.5000000000000004 5 1.5000000000000002 6 7 1.5000000000000002 8 3.5000000000000004 9.5000000000000018 1.0000000180025095e-35 9 10.500000000000002 10 12.500000000000002 11 12 17.500000000000004 2.5000000000000004 5.5000000000000009 13 14 1.0000000180025095e-35 11.500000000000002 20.500000000000004 16.500000000000004 12.500000000000002 6.5000000000000009 15
decision_type=9 2 1 1 9 9 2 9 2 9 9 2 1 2 2 2 1 2 1 2 1 1 2 2 2 9 1 2 2 2 2 2 2 1
left_child=1 2 3 8 22 26 14 -2 10 19 11 -1 -12 16 -7 -5 -9 18 24 -10 31 30 29 -11 25 -6 -4 -28 -29 33 32 -15 -19 -3
right_child=7 4 5 15 17 6 -8 13 9 23 12 -13 -14 20 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 -32 -33 -34 -35
leaf_value=0 0.034871477827617313 0 0 0 0.0029669767425340166 -0.024366167797867953 0 0 0.024821408405756223 0 0 0.016214944297229729 -0.011289375845614767 0.0089319875741354134 0 -0.01228750720241438 -0.007245239099567629 0.0049340345013791842 -0.0085435394807787807 0 0 0 0 -0.0022159330461470074 0 0 0 0.0078350370252737965 0 0 0 0 0 0.021474760573235573
leaf_weight=12.931893509728068 11.882614644953717 2.799865521506947 2.1475202738483858 1.0123762632701971 2.7318353135524376 46.675236217588917 6.4474411355895418 0.78225952646425867 21.271188546800207 9.2122280865969532 1.9098533981796209 19.896841777624104 14.107599150598617 1.2116825622397298 5.0417569877554334 11.042904285860457 11.746088604149918 0.49529906676070823 17.949083424966382 0.19683424456343246 0.83656078102467235 0.8844446618859354 0.051412953213001766 13.96764267430626 4.2867173453923897 0.43614785535646783 2.4348069931420451 6.16603089390901 0.5223829229344118 0.01921221883094304 0.072127081115468172 0.016921673486649413 0.020949162755641737 18.440275532377207
leaf_count=124302 10181 31146 38439 13667 42489 747775 88827 3532 262240 64566 28106 94757 226430 3603 52522 166567 52885 7498 264467 3534 3053 18068 1710 91829 61670 5360 49472 101665 9537 656 2013 345 273 190992
internal_value=0 0 -0.00342692 0.00303738 0.0125329 -0.0132001 -0.0174955 0.0309771 0.00929313 0.0138498 0 0.00708 -0.00717346 0 -0.0229152 -0.00964344 -0.00595272 0 -0.0043434 0.0203836 0.00603161 0.00167463 0.019048 0 0 0.00250744 0 0.00178406 0.00629957 0.0228834 0.00347776 0.00672082 0.00486199 0.0229295
internal_weight=0 223.172 174.985 105.549 48.1874 69.4352 58.1644 26.4761 93.4941 44.6479 48.8462 32.8287 16.0175 14.5935 51.717 12.0553 12.5283 26.8766 25.4038 21.468 2.06517 1.47282 21.3108 23.1799 7.4547 3.16798 11.2707 9.12322 6.68841 21.2594 0.588375 1.2286 0.516248 21.2401
internal_count=2864176 2790577 2164235 1075998 626342 1088237 889124 73599 895764 422169 473595 219059 254536 63418 800297 180234 56417 401838 373986 265774 7001 27852 224504 156395 109519 47849 199113 160674 111202 222794 9784 3948 7771 222138
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 928 2 8913648 2369536 264768 8389946 2656 512 16 561 216 194 2361602 2 23
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=26
num_cat=13
split_feature=2 10 7 0 1 0 3 1 4 2 0 2 3 2 0 0 3 0 2 6 6 3 3 3 1
split_gain=3.91543 1.95046 1.5716 1.25549 1.1352 0.922514 0.654107 0.584156 0.47562 0.473831 0.436088 0.395491 0.389006 0.307918 0.261954 0.116046 0.115526 0.0946413 0.0763923 0.0680753 0.0539521 0.00743607 0.0053877 0.00127989 0.000977469
threshold=0 1 2 1.5000000000000002 3 5.5000000000000009 10.500000000000002 4 5 6 10.500000000000002 7 2.5000000000000004 8 15.500000000000002 1.0000000180025095e-35 9.5000000000000018 17.500000000000004 9 10 11 11.500000000000002 16.500000000000004 20.500000000000004 12
decision_type=9 9 1 2 1 2 2 1 1 9 2 9 2 9 2 2 2 2 9 9 9 2 2 2 1
left_child=1 3 9 4 12 6 11 13 17 10 15 -4 -1 14 21 -2 -14 19 -9 23 22 -7 -17 -5 -8
right_child=2 -3 5 8 -6 7 24 18 -10 -11 -12 -13 16 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0 0 0.042710401070250412 0 0.017426521466077313 -0.01310564350519983 0.020946052253769856 0.00048946354254317574 0 0 0 0 -0.015449559531348396 0.013244284083594444 0 0 0.02131244013176916 0 0 -0.0056400528230706208 0 0 0 0 0 0
leaf_weight=17.458513736221906 3.8937275236785416 8.5237115514792077 8.5734426918861555 50.020960956201634 16.387604879859282 4.7254801449998922 0.80021479895003722 2.0377201198671173 4.1914554354934799 2.3504957473833228 1.1036893876917009 93.634557466442857 10.616246917616078 2.615767142842742 0.59993124823813548 13.68685251550413 0.42928639465390084 0.25705063623172364 6.6291101678689319 0.18111688675708038 0.11550879949573634 0.016089539074528036 0.011431358527261959 0.0033783486014716804 0.90853882313604006
leaf_count=183541 69471 7087 114342 222665 268708 51240 12862 23046 50220 47018 18562 1403465 92170 27471 8308 151607 5401 4403 82809 982 1355 204 258 108 17663
internal_value=0 0.0188174 -0.00259758 0.00649133 -0.00120471 -0.00844359 -0.0126416 0.000801644 0.0145433 0.00954115 0.0139192 -0.0145379 0.00509128 0.0105126 0.0146832 0.0194725 0.0120595 0.016782 -0.00342696 0.0171563 0.0209609 0.02089 0.0212807 0.0174216 0
internal_weight=0 108.069 141.703 99.5456 44.8917 120.541 103.917 16.6241 54.654 21.1617 18.8112 102.208 28.504 7.95727 5.3415 17.7075 11.0455 50.4625 8.66683 50.2055 13.8138 4.74157 13.6983 50.0243 1.70875
internal_count=2864966 835285 2029681 828198 549820 1741410 1548332 193078 278378 288271 241253 1517807 281112 87223 59752 222691 97571 228158 105855 223755 153220 51444 151865 222773 30525
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2359872 1 12 964 168 2 8391986 8388736 526626 6 1 1 194
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=32
num_cat=21
split_feature=10 3 4 0 2 7 3 2 2 2 2 0 7 1 1 1 3 3 1 1 1 0 1 6 1 0 3 2 1 3 1
split_gain=3.59052 1.40876 1.59884 1.39808 1.04933 0.935268 0.885398 0.801604 0.779435 0.741358 0.565694 0.525706 0.450636 0.397076 0.303509 0.241473 0.259785 0.234684 0.191287 0.0979081 0.086302 0.0329327 0.0316162 0.0294034 0.0256384 0.0232352 0.0137582 0.00727063 0.00123549 0.000541689 0.000153241
threshold=0 4.5000000000000009 1 5.5000000000000009 2 3 1.5000000000000002 4 5 6 7 15.500000000000002 8 9 10 11 1.0000000180025095e-35 10.500000000000002 12 13 14 17.500000000000004 15 16 17 13.500000000000002 20.500000000000004 18 19 3.5000000000000004 20
decision_type=9 2 1 2 9 1 2 9 9 9 9 2 1 1 1 1 2 2 1 1 1 2 1 9 1 2 2 9 1 2 1
left_child=1 2 3 5 11 6 20 12 13 14 -8 30 18 -7 -2 29 -17 23 -3 -9 -1 26 -6 25 -10 -16 -20 -24 -14 -4 -5
right_child=9 7 15 4 22 8 10 19 24 -11 -12 -13 28 -15 17 16 -18 -19 21 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0 0 0 0 0 0 0.0076841541553080723 0 0 0 -0.006166748431618403 0 0 0.013913127675321303 0.042945169285256712 0 -0.023667095428722491 0 0.026628167399276183 -0.004556975873198618 -0.01681480649457889 0 0 0 -0.0052878856444033943 0 0 -0.0032363571091473019 -0.00051692226558485864 0.00041889193810022815 0.025420301987556845
leaf_weight=8.624514608856769 6.1099445417403304 3.1941736294447765 5.0991445805757394 2.0515350729965571 2.8063726465861691 10.52134462243521 19.431515767343171 1.7628250060879507 2.560263060615398 2.3789542062768332 16.476579113188563 0.88074832258098545 3.0181060294744384 28.462673909273231 18.251627566816754 1.6178786512427965 18.471398550895174 0.22768366753552882 26.85170824306989 7.1481856782302184 32.121355299889728 0.05482817258052719 0.73718645931148785 0.028257024212520743 6.4564291468632273 0.02228649368043889 0.022822190603618675 5.4711604254571284 6.2368533073204144 0.87066070007676888 11.819103831699975
leaf_count=98058 17568 42855 89005 13940 31310 120670 284900 30047 46347 16886 136672 15274 32308 232080 38012 26652 315302 606 314552 122356 449169 1766 11456 159 134735 368 781 68351 82267 16533 73209
internal_value=0 6.93439e-05 -0.00318911 0.000301852 0.015295 -0.00302929 -0.00914664 0.0123853 0.00339199 0.0297243 0 0.0205275 0.0158832 0.010131 0.0299007 -0.0179447 -0.0184554 0.0349278 0.0197736 0 -0.0166143 0.0225027 -3.18296e-05 0.0427956 -0.00411476 0.0428792 0.0265774 -0.002616 0 0 0.0276267
internal_weight=0 222.769 174.48 148.421 23.7661 124.655 76.654 48.2895 48.0007 27.0188 35.9081 14.7514 39.3785 38.984 24.6398 26.0591 20.0893 18.5299 30.1235 8.91101 40.7459 26.9294 9.01472 18.3022 9.01669 18.2739 26.8745 6.20835 9.25496 5.96981 13.8706
internal_count=2864194 2790595 2163663 1716171 213540 1502631 968799 626932 533832 73599 421572 102423 474529 352750 56713 447492 341954 39145 359954 152403 547227 317099 111117 38539 181082 38380 315333 79807 114575 105538 87149
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=1 2 264738 1 8916976 10489672 264770 265586 5 275 771 65 20 530 576 384 1 128 64 784 65
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=14
split_feature=2 10 7 0 1 1 3 2 1 2 0 3 3 3 2 0 2 3 0 1 0 3 0 6 6 2 0 0 0 3
split_gain=3.42412 1.85514 1.36856 1.0559 1.05287 0.864754 1.19313 0.917551 0.458214 0.443811 0.408996 0.355528 0.350546 0.853027 0.383563 0.246376 0.226712 0.111006 0.103618 0.251072 0.100631 0.097133 0.0729682 0.062272 0.041943 0.0246326 0.00934603 0.00585756 0.00797229 0.00131518
threshold=0 1 2 1.5000000000000002 3 4 3.5000000000000004 5 6 7 10.500000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 8 5.5000000000000009 9 9.5000000000000018 1.0000000180025095e-35 10 17.500000000000004 11.500000000000002 12.500000000000002 11 12 13 8.5000000000000018 2.5000000000000004 12.500000000000002 20.500000000000004
decision_type=9 9 1 2 1 1 2 9 1 9 2 2 2 2 9 2 9 2 2 1 2 2 2 9 9 9 2 2 2 2
left_child=1 3 9 4 11 12 26 -8 -5 10 18 -1 16 14 22 21 27 -13 -2 -20 24 -15 -14 -21 29 -17 -7 -4 -29 -10
right_child=2 -3 5 8 -6 6 7 -9 20 -11 -12 17 13 15 -16 25 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0 0 0.040241430655486438 0 0 -0.012673930646645629 -0.021937176697391821 0.0085920322150591991 -0.0095656158885107714 0.018707615983586529 0 0 0.012655173693165992 0.022455813613963149 -0.0085282177713604801 0 0.0028952185717789885 -0.007788868949616343 0 0 0.024469076568535725 0 0 0 0 0 0 0 0.0020682396268585689 0 0
leaf_weight=17.413733202150983 3.9022019155991137 9.19917953821823 3.3969729667742286 18.006836677170668 16.108878815177377 39.170336101788962 22.616583326647742 9.7586562951273645 37.369111173115925 2.3393488548699706 1.1111859311931755 10.828438562737571 9.1964856748245403 15.912897024469206 1.8210438657806687 0.81800320451475272 8.8004069416165276 0.43383889883807647 2.38619953009401 11.775617771934773 0.25189429964484489 0.39584832446780716 0.14772679529051025 0.11423998001192437 0.10302917102853726 0.6326616382375494 4.4592057252393706 2.3307451075961585 0.23193086426181242 0.0032148512946140731
leaf_count=180473 69112 7087 46786 105879 264205 674057 296046 153429 171740 47244 18653 92679 98184 208350 35196 6709 123053 5399 31260 122714 3650 6778 2052 1303 550 6648 56722 24572 3634 104
internal_value=0 0.0175049 -0.00239144 0.00569553 -0.00106394 -0.00795564 -0.0129419 0 0.013098 0.00871056 0.0129999 0.00482779 0 0.00690816 0.0165991 0 -0.00393599 0.0114703 0.0183047 0.0196975 0.0157537 -0.00715078 0.0175383 0.0194794 0.0185206 0.0017455 -0.0212326 0 0.00134121 0.018702
internal_weight=0 109.718 141.318 100.519 44.7849 119.69 76.0048 32.3752 55.7341 21.6288 19.2894 28.676 43.6847 28.9247 11.1653 17.7594 14.7601 11.2623 18.1783 14.2761 37.7272 16.3087 9.34421 11.8899 37.4754 1.45066 43.6295 5.95965 2.56268 37.3723
internal_count=2864268 831766 2032502 824679 542756 1742216 1180254 449475 281923 290286 243042 278551 561962 363917 135432 228485 198045 98078 224389 155277 176044 215128 100236 124017 172394 13357 730779 74992 28206 171844
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=2359872 1 12 964 160 8913298 325 8391986 8391962 2080 37 1 1 2336
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=24
num_cat=12
split_feature=2 7 3 2 2 1 1 2 0 1 0 0 0 1 0 1 6 0 6 0 0 3 0
split_gain=3.14855 1.79059 1.00554 1.57705 0.829799 0.706047 0.645928 0.529434 0.573267 0.513598 0.268086 0.262008 0.236187 0.206967 0.114459 0.0866177 0.0788166 0.0737412 0.0724296 0.0610795 0.0120942 0.00895175 0.000380063
threshold=0 1 1.5000000000000002 2 3 4 5 6 10.500000000000002 7 3.5000000000000004 1.0000000180025095e-35 12.500000000000002 8 9.5000000000000018 9 10 6.5000000000000009 11 17.500000000000004 1.0000000180025095e-35 16.500000000000004 5.5000000000000009
decision_type=9 1 2 9 9 1 1 9 2 1 2 2 2 1 2 1 9 2 9 2 2 2 2
left_child=6 7 3 13 5 20 -1 8 11 -6 -7 -2 -11 14 -3 -5 19 -15 21 -8 -4 -13 -12
right_child=1 2 4 15 9 10 16 -9 -10 12 22 18 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0 0 0.010213537776870377 0 0 0 0.016608927785789238 0.025282159533498851 0 0 -0.01601764241280091 -0.00033879645552745971 0.024664274691710928 0 -0.0046167775557629971 0 -0.024148315890018503 0 0 0 0 -0.0017861292069313328 0 0
leaf_weight=15.855176527085858 4.9903798966652237 8.1064745410608303 5.4944949313667193 6.3811083639820936 16.859294060959655 27.453316162551346 64.935621002996413 2.3269749044993686 1.2655218797754049 25.959405098480605 3.1114166306397228 17.324373937691227 0.24772463711997161 4.5965199811453212 0.58270097953936861 29.870742101607448 0.13972610687960596 0.82201376377179247 0.13197711134127033 0.10757257748264137 11.743654293384678 0.016169668206201915 3.2618497487546847
leaf_count=84477 91762 106972 114378 103153 243100 401841 248961 46952 21098 378753 29897 197623 4304 74950 7651 531454 368 9917 1570 2182 130580 358 31880
internal_value=0 -0.000745352 -0.00678085 -0.0153864 0 0.00650893 0.0189115 0.0120213 0.0161117 -0.00731097 0.0124179 0.0219838 -0.0124022 0.00164457 0.00679668 -0.0213166 0.0225839 0 0.0242752 0.0251404 -0.00041994 0.0246217 0
internal_weight=0 170.546 144.491 50.3596 94.1312 51.0647 81.0381 26.0554 23.7284 43.0664 33.8266 22.4629 26.2071 14.1077 8.68918 36.2519 65.1829 5.41853 17.4725 65.0432 17.2381 17.3405 6.37327
internal_count=2864181 2528193 2168830 834097 1334733 708576 335988 359363 312411 626157 463618 291313 383057 199490 114623 634607 251511 84867 199551 251143 244958 197981 61777
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=512 12 2107396 9176528 278 261 10751346 306 724 544 1 1
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=20
split_feature=10 3 1 0 2 2 2 2 0 4 1 7 3 7 7 2 0 3 1 2 3 3 7 1 2 7 1 3 6 0 0 3 3 3 0
split_gain=3.24135 1.17525 1.41285 1.16181 0.976982 0.833806 0.733104 0.591673 0.52977 0.459436 0.352637 0.271169 0.220372 0.204788 0.193176 0.177351 0.284835 0.116473 0.313711 0.0985198 0.199038 0.0988524 0.0898804 0.067048 0.0524978 0.0419845 0.0397814 0.0357137 0.0267767 0.0216046 0.0208095 0.0190135 0.00699028 0.0069537 0.00212252
threshold=0 4.5000000000000009 1 4.5000000000000009 2 3 4 5 13.500000000000002 6 7 8 10.500000000000002 9 10 11 1.0000000180025095e-35 10.500000000000002 12 13 1.5000000000000002 1.0000000180025095e-35 14 15 16 17 18 1.0000000180025095e-35 19 13.500000000000002 17.500000000000004 5.5000000000000009 20.500000000000004 16.500000000000004 6.5000000000000009
decision_type=9 2 1 2 9 9 9 9 2 1 1 1 2 1 1 9 2 2 1 9 2 2 1 1 9 1 1 2 9 2 2 2 2 2 2
left_child=1 2 9 4 22 23 10 8 13 11 -2 19 28 -5 -6 16 -13 18 31 20 -1 -21 -4 -3 -11 -9 33 -26 29 -12 32 -7 -25 34 -19
right_child=6 5 3 7 14 17 -8 25 -10 24 12 15 -14 -15 -16 -17 -18 26 -20 21 -22 -23 -24 30 27 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 0 0 0.0045191027822214297 0.016192090650088163 0 0.0023929231549624694 0 0 0 0 0.039604896309399812 0 0 0 -0.023254870435568432 0 0.017737436597185841 0.0048893542972192616 -0.0085324821497619382 0 0.0076811953247182402 -0.0057632641453052025 0 0.022910621014685151 0 -0.0067520735129358751 0 -0.0062224225738334443 0 0 0 0 0 0 0
leaf_weight=9.5625828671973085 6.160350660044057 2.8641983738580166 4.0109475322688013 9.0521752815166092 6.1338808701175367 3.2050626592972558 2.3824233616524024 1.3985265210721991 1.8277409881993651 2.0966912676949505 19.402316433304808 4.4871129799685177 0.23519560832391917 3.1829158492000706 43.383770683811235 4.0697244481452826 21.799811761440651 0.50828537307461374 17.942029010646372 9.0635854139218299 14.574445085449041 15.621636212388692 10.88654252797596 19.620125798810488 0.71010042401212459 8.2579775146714383 0.88515408351486147 5.1895006702852697 0.028294696254319684 0.022783958631406587 0.040912348653363462 4.2986954001444246 0.013698402124645237 0.072401041752527817 0.021349040311179124
leaf_count=131654 17568 32286 71629 63616 88679 48008 16886 17194 21624 34613 38012 60579 606 21397 734862 53060 146821 7510 268398 50202 188212 87760 202387 194691 9102 103691 18038 68800 159 368 1421 61624 468 2013 273
internal_value=0 0 -0.00358191 -0.0110441 -0.0173954 0.0107115 0.0270131 0 0.00911831 0.00298586 0.0275068 0.00713853 0.0322994 0.0160005 -0.0206952 0.0108452 0.0131255 0 -0.00441601 0 0.00290118 -0.00262396 0 0.0167071 -0.0026226 -0.00535085 0.00162821 -0.00413899 0.0394607 0.0395405 0.0189589 0 0.0228767 0.00344294 0.004816
internal_weight=0 224.782 175.31 88.1345 64.4151 49.4719 28.2314 23.7193 14.0628 87.1752 25.8489 79.1789 19.6886 12.2351 49.5177 30.3566 26.2869 26.933 25.4458 48.8222 24.137 24.6852 14.8975 22.5389 7.99629 9.6565 1.48719 5.8996 19.4534 19.4251 19.6747 7.50376 19.6338 0.602035 0.529634
internal_count=2864211 2790612 2155882 1325079 1097557 634730 73599 227522 106637 830803 56713 718288 39145 85013 823541 260460 207400 405864 378030 457828 319866 137962 274016 228866 112515 120885 27834 77902 38539 38380 196580 109632 195159 9796 7783
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1 896 27304193 8913648 264770 264738 2 771 1 5 4 10487674 561 265570 10 23 22021188 4 194 1
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=33
num_cat=19
split_feature=10 3 4 0 2 2 2 2 0 0 7 7 0 3 1 1 3 1 3 5 1 1 1 1 0 1 0 7 3 2 3 3
split_gain=2.85692 1.07068 1.3815 1.21282 0.942414 0.851711 0.828338 0.709319 0.476169 0.471054 0.465536 0.363518 0.5274 0.429476 0.329212 0.256328 0.247639 0.216749 0.361442 0.196661 0.13185 0.123653 0.0651241 0.0281101 0.0186364 0.0125585 0.0121782 0.0102867 0.0101322 0.00778849 0.00625626 0.000538793
threshold=0 4.5000000000000009 1 5.5000000000000009 2 3 4 5 15.500000000000002 2.5000000000000004 6 7 3.5000000000000004 1.5000000000000002 8 9 1.0000000180025095e-35 10 10.500000000000002 11 12 13 14 15 17.500000000000004 16 12.500000000000002 17 16.500000000000004 18 20.500000000000004 3.5000000000000004
decision_type=9 2 1 2 9 9 9 9 2 2 1 1 2 2 1 1 2 1 2 1 1 1 1 1 2 1 2 1 2 9 2 2
left_child=1 2 3 5 8 11 -2 24 22 -8 21 12 -1 -13 -12 31 -17 27 -19 -18 26 -7 -5 -6 25 -3 -11 -9 -29 -25 -27 -4
right_child=6 7 15 4 23 10 9 17 -10 20 14 13 -14 -15 -16 16 19 18 -20 -21 -22 -23 -24 29 -26 30 -28 28 -30 -31 -32 -33
leaf_value=0.016334428371579477 0.030435384770047331 0 0 0 0 0.005247828210470323 -0.0071374820491947643 0 0 0.012168894035372647 0 -0.0087511601461639343 0 0.0037732419444387886 -0.014969979427916745 0 -0.023859975169298667 -0.010793810612947012 0 0 0 -0.00038748314484943436 0.023800077822866351 0 0 0.021197074247886003 0 0.0051265295574412558 0 -0.0031014235212744501 0 0.00041776844267571011
leaf_weight=10.399957705391442 9.8086172324474301 0.87160577367649339 5.0360896709385088 2.1036368142158599 2.8129610725300154 4.6536498104615021 14.145186412108165 0.32109727387251041 0.87242544655418974 3.8748162861866153 19.475845678646692 17.122977881524093 1.7800332184688166 18.179897829413676 48.18286107726135 1.6165954760645096 17.280850272011769 18.200862367079033 0.93297569445894524 0.6550313787283909 1.136438980933234 5.1735746340109472 12.496232007928482 0.73053518939013884 0.044658634906226236 20.320577626509483 0.047477436570261378 8.999772056480646 0.098981563745838552 5.407846556387085 0.013353907177587554 0.87100557572921378
leaf_count=157979 5704 11896 89790 14065 31332 33538 55113 4449 15386 8686 175357 288902 19577 232553 528581 26895 303606 276903 15473 12268 3544 55851 73352 11548 1547 174675 552 147227 3125 68276 449 16678
internal_value=0 0 -0.00336662 0 0.0138994 -0.00322712 0.0253273 0.0102503 0.0189587 0 -0.00894915 0.00287253 0.00923502 0 -0.0117801 -0.0170577 -0.0177203 0 -0.00530284 -0.0228143 0.00837939 0 0.0255368 0 0.0158966 0.0191022 0.00927706 0.00319551 0.00387046 -0.00246831 0.017657 0
internal_weight=0 224.656 174.852 149.392 24.4236 124.969 29.0125 49.8039 15.4723 19.2039 77.4859 47.4829 12.18 35.3029 67.6587 25.4596 19.5525 28.5537 19.1338 17.9359 5.05873 9.82722 14.5999 8.95134 21.2502 21.2055 3.92229 9.41985 9.09875 6.13838 20.3339 5.9071
internal_count=2864877 2791278 2155534 1706297 213959 1492338 73599 635744 102803 67895 793327 699011 177556 521455 703938 449237 342769 447177 292376 315874 12782 89389 87417 111156 188567 187020 9238 154801 150352 79824 175124 106468
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 2 264738 10489152 262720 8913584 4 10 320 65 563 1 248 648 65 384 7 8 64
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=35
num_cat=18
split_feature=10 3 4 1 2 0 2 5 7 3 1 0 0 2 3 0 2 1 3 0 5 1 1 1 2 3 7 0 0 0 2 3 0 3
split_gain=2.68415 0.960076 1.29591 1.13042 0.759918 0.665006 0.624808 0.57452 0.69518 0.480249 0.508912 0.449195 0.427408 0.294575 0.315227 0.288344 0.263773 0.249671 0.24768 0.245036 0.186386 0.136936 0.130909 0.109174 0.0576457 0.0288326 0.0219765 0.0120115 0.00920105 0.00845675 0.00360149 0.00337556 0.000638422 0.000472392
threshold=0 4.5000000000000009 1 2 3 5.5000000000000009 4 5 6 10.500000000000002 7 2.5000000000000004 15.500000000000002 8 1.5000000000000002 9.5000000000000018 9 10 1.0000000180025095e-35 12.500000000000002 11 12 13 14 15 16.500000000000004 16 12.500000000000002 6.5000000000000009 17.500000000000004 17 20.500000000000004 9.5000000000000018 3.5000000000000004
decision_type=9 2 1 1 9 2 9 1 1 2 1 2 2 9 2 2 9 1 2 2 1 1 1 1 9 2 1 2 2 2 9 2 2 2
left_child=1 2 3 5 -2 13 29 8 30 10 32 -6 16 14 -1 -10 -7 33 -19 -12 -20 25 27 -15 26 28 -9 -13 -11 31 -5 -3 -8 -4
right_child=4 6 17 7 11 12 9 24 15 21 19 22 -14 23 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0 0.029647659225053098 0.019088857012604741 0 0.00094815259669970675 -0.0069253629935257729 0.01918440591892244 0.00040541998863725481 0 -0.019797115161750992 0.013156410370840296 -0.01485098842253187 0.012012053580529911 0 0 0.010119820021978431 0 0 0 -0.023161478394495102 0 0 0 0 -0.0054028467968063052 0 0 0.0048036011253131446 0 0 0 0 0 0 0.00039112741895171957
leaf_weight=19.281072179555849 10.109710122844261 17.012479836597784 5.0330060194023645 0.61466677568023442 14.044664893070154 14.529691580861252 8.841634894106388 1.4339366621588852 32.334875429876774 0.93056173350487348 21.671767109242872 3.9221824964588454 1.0840697952808103 17.926089321393192 24.48343207356902 2.4760622803296419 1.5032754872245337 1.5894778428255509 16.851067740506544 0.13394645016887707 0.6635529273862727 1.1539109596160408 1.136438980933234 28.697337588218033 2.3386389894567392 0.1054649327070365 1.9825110970732567 0.047477436570261378 0.032966714508802397 0.020273784217350932 0.34583423949516146 0.0080758044769017046 0.17793695164255119 0.87919770366534056
leaf_count=311791 5704 99297 89758 4553 55113 101592 139139 8656 533970 14231 350348 8686 19620 99121 312275 29638 19643 26612 301217 2777 12272 23881 3544 199682 43047 2804 17552 552 481 709 6345 255 2745 16764
internal_value=0 0 -0.00298574 0 0.0247996 0.00641289 0.00985716 -0.00801558 -0.0133464 0 -0.00629378 0 0.0167107 0 0.00505168 -0.0157963 0.0194595 -0.0163894 -0.0170961 -0.0110147 -0.02213 0.00861784 0.00823295 -0.00305437 0 0.00957148 0.00364381 0.00915917 0.0130359 0.0156831 9.58108e-05 0.0190684 0 0
internal_weight=0 224.137 174.048 149.031 29.2605 107.505 50.089 41.5265 35.7714 33.0482 30.8253 19.1508 17.117 90.3879 43.7645 34.8109 16.033 25.0163 19.1041 21.8057 17.5146 2.2229 5.1061 46.6234 5.75509 1.06899 3.41645 3.96966 0.963528 17.0408 0.960501 17.0206 9.01957 5.9122
internal_count=2864374 2790775 2154108 1707485 73599 1063724 636667 643761 574506 536406 495009 67895 140855 922869 624066 563608 121235 446623 340101 353125 313489 41397 12782 298803 69255 17516 26208 9238 14712 100261 10898 99552 141884 106522
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 2 944 262720 8913552 1 8 561 10489178 10488674 65 1 706 248 768 2097696 8 8389376
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=27
num_cat=10
split_feature=2 1 2 10 0 3 2 0 0 0 3 3 1 0 3 0 1 0 0 0 3 3 6 3 1 7
split_gain=2.56623 1.65816 1.53942 1.28547 1.43606 1.09384 0.929643 1.55128 0.604666 0.53653 0.478305 0.460236 0.433243 0.239953 0.198378 0.180666 0.0906467 0.088759 0.0597029 0.062563 0.0410063 0.0387092 0.0385781 0.00556591 0.00429803 5.71155e-09
threshold=0 1 2 3 1.5000000000000002 3.5000000000000004 4 3.5000000000000004 9.5000000000000018 1.0000000180025095e-35 7.5000000000000009 10.500000000000002 5 13.500000000000002 6.5000000000000009 9.5000000000000018 6 17.500000000000004 1.5000000000000002 15.500000000000002 13.500000000000002 5.5000000000000009 7 13.500000000000002 8 9
decision_type=9 1 9 9 2 2 9 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 9 2 1 1
left_child=3 6 18 4 5 16 8 11 20 24 15 -8 -6 23 -11 -4 -1 22 25 21 -2 -20 -14 -9 -7 -3
right_child=1 2 10 -5 12 9 7 13 -10 14 -12 -13 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0 0.015402488821941011 0 -0.024801325891964886 0.035285436960201776 0 0 -0.01813973850344994 0.012576457943106948 0 0.015596751120133269 0 0 0.019249439064547975 0 0 0 -0.013273844975409203 0 0.0069486676291763963 0 0 0 0 0 -0.00099479052903417623 -1.1525016895393021e-06
leaf_weight=4.277704899886885 54.043032021883391 6.7825341477228012 37.814450507163201 8.4135423643492668 16.91029923353517 1.2198378104203582 22.525286582322231 6.418900838272747 2.980778638391711 5.4644383599388675 2.2153651744338267 0.68651228520866325 37.060211216895368 1.0397463455410614 1.5699121242414547 1.8550315746469994 25.719142856074544 0.21457702090628927 7.4004624985873271 0.57785626429540649 0.12432622781488945 1.2567096551956636 0.091769023420055329 0.02087468271201931 3.4315883576837205 3.0002070936225209
leaf_count=54230 653961 116002 646991 5651 90098 16461 320306 85562 35074 22301 34798 11531 151474 14678 9227 23800 338399 3142 110586 7873 2195 14197 409 423 48539 46925
internal_value=0 -0.00146502 -0.0118028 0.0156146 0.00475461 -0.0037583 0.0048062 -0.00239769 0.0111574 0.00553686 -0.019405 -0.0154374 0.0138626 0.00939063 0.0133933 -0.0239332 -0.0133376 0.0162891 0.00166121 0.00449607 0.015232 0.00605812 0.0190864 0.012512 0 0
internal_weight=0 148.742 60.9026 104.373 95.9595 41.6826 87.8395 30.6913 57.1481 11.6858 41.8848 23.2118 54.2769 7.47952 7.03435 39.6695 29.9968 37.3666 19.0178 9.23503 54.1674 8.65717 37.152 6.43978 4.65143 9.78274
internal_count=2864833 2124902 1001172 739931 734280 489157 1123730 432500 691230 96528 705589 331837 245123 100663 31528 670791 392629 155025 295583 132656 656156 124783 151883 85985 65000 162927
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097728 736 525350 1 8661400 325 516 1 80 9
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=34
num_cat=22
split_feature=10 3 4 0 2 2 2 2 7 0 7 1 1 7 0 3 1 1 3 3 5 1 1 1 2 1 0 6 0 3 3 2 1
split_gain=2.43804 0.915049 1.21114 0.945557 0.888068 0.725005 0.70684 0.571753 0.484733 0.443494 0.425131 0.398866 0.344931 0.333076 0.512245 0.370042 0.248861 0.246957 0.24155 0.204941 0.182986 0.119761 0.084519 0.0756536 0.0308952 0.0289073 0.0267655 0.0241053 0.0200364 0.0163647 0.0118222 0.00703561 0.00508373
threshold=0 4.5000000000000009 1 5.5000000000000009 2 3 4 5 6 15.500000000000002 7 8 9 10 3.5000000000000004 1.5000000000000002 11 12 1.0000000180025095e-35 10.500000000000002 13 14 15 16 17 18 17.500000000000004 19 13.500000000000002 1.0000000180025095e-35 20.500000000000004 20 21
decision_type=9 2 1 2 9 9 9 9 1 2 1 1 1 1 2 2 1 1 2 2 1 1 1 1 9 1 2 9 2 2 2 9 1
left_child=1 2 3 5 9 13 11 8 17 22 21 -2 -12 14 -1 -15 24 -3 -18 27 -20 -7 -5 -9 29 -6 30 28 -13 -4 -19 -27 -10
right_child=6 7 16 4 25 10 -8 23 32 -11 12 19 -14 15 -16 -17 18 26 20 -21 -22 -23 -24 -25 -26 31 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.015889050854503334 0 0 0 0 0 0.0051686792670877805 0 0 0 0 0 0.035693373701333117 -0.014035486544285472 -0.0081660451083931922 0 0.0034585981445135056 0 0.024365268466048168 -0.022582179374197611 0 0 -0.00028929714298445624 0.022303028323324856 -0.0040614995471767853 -0.00011494120485453772 0 0 0 0 0.0041638189506151661 0 -0.0031115097989251233 -0.0010457833320267683
leaf_weight=10.555174809763683 6.2278032933827463 9.6533636940603156 0.20955605247581877 2.0924562848558703 2.8731970676326455 4.6871745968983305 2.3808506494024213 2.7535264484304207 3.0969860132590838 0.88161779112852023 19.263578290029727 20.820317342528146 47.224526201930985 16.822747433921904 1.789116253106841 18.326362436189811 1.5823065318891227 22.257543476345756 16.500507363888566 0.24696148425937181 0.65779424127323238 5.129098152880033 13.137886764097857 5.8624292422537092 3.0494548372080317 0.74248869519215077 0.049205813153092914 0.028737369488239461 0.023836030304663747 2.640799256900209 0.021650495858920205 5.4125650079095085 6.4835254951831285
leaf_count=158429 17568 108115 3234 14217 32726 33254 16886 47665 32452 15625 175649 38012 524884 288359 19597 232895 26889 258957 300833 606 12332 56178 74892 103815 63413 12395 1609 159 368 40531 733 68407 82566
internal_value=0 0 -0.00276255 9.49636e-06 0.0124172 -0.0024902 0.0238142 0.00973393 0.0127766 0.0176006 -0.00802394 0.0246559 -0.01081 0.00286001 0.00889204 0 -0.0158142 0.016678 -0.0165831 0.0291877 -0.0215416 0 0.0237845 0 0 -5.94936e-05 0.0203147 0.0355531 0.0356297 0.00268268 0.0243138 -0.00250356 0
internal_weight=0 223.757 173.578 148.938 25.1402 123.798 29.7285 50.1782 41.5623 16.112 76.3044 27.3477 66.4881 47.4934 12.3443 35.1491 24.6404 31.9818 18.7406 21.1199 17.1583 9.81627 15.2303 8.61596 5.89981 9.02825 22.3284 20.8729 20.8442 2.85036 22.2792 6.15505 9.58051
internal_count=2864250 2790651 2154739 1707507 218262 1489245 73599 635912 484432 104734 789965 56713 700533 699280 178026 521254 447232 369414 340054 39145 313165 89432 89109 151480 107178 113528 261299 38539 38380 43765 259690 80802 115018
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=1 2 264738 10489152 264770 8916976 5 4 771 320 10 65 276 1 648 65 594 11010 384 1 64 784
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=30
num_cat=15
split_feature=2 7 3 2 2 10 0 1 2 0 1 0 3 3 1 1 1 0 1 0 6 0 0 6 0 3 1 0 0
split_gain=2.42375 1.52319 0.752608 1.41836 0.677482 0.66547 0.574615 0.529692 0.490627 0.520956 0.318783 0.38774 0.342285 0.207765 0.187468 0.160195 0.115402 0.110393 0.0926449 0.0884837 0.0648754 0.0634975 0.0254674 0.0198128 0.0151966 0.00797943 0.00162464 0.00048821 0.0241447
threshold=0 1 1.5000000000000002 2 3 4 3.5000000000000004 5 6 10.500000000000002 7 3.5000000000000004 7.5000000000000009 10.500000000000002 8 9 10 9.5000000000000018 11 1.0000000180025095e-35 12 6.5000000000000009 17.500000000000004 13 8.5000000000000018 16.500000000000004 14 3.5000000000000004 1.0000000180025095e-35
decision_type=9 1 2 9 9 9 2 1 9 2 1 2 2 2 1 1 1 2 1 2 9 2 2 9 2 2 1 2 2
left_child=5 8 3 14 10 6 18 -6 9 19 27 12 -12 -9 17 -8 -5 -3 26 -2 25 -16 23 -17 -13 -21 -1 28 -4
right_child=1 2 4 16 7 -7 15 13 -10 -11 11 24 -14 -15 21 22 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0018303343340229567 0 0.009769852291917765 0 0 0 0.032980306970088046 0 -0.018340119082484514 0 0 0.015612270959477854 -0.0020621626509458486 0 0 -0.0042914294715980872 0.016432818601112269 -0.022647243908117936 0 -0.0033738643377147362 0.02234929811324339 0 0 0 0 0 0 0 0 -0.002513888329710418
leaf_weight=13.020945997875968 4.7079383273858246 8.2602806137065237 5.1666536044540434 6.3278760932826117 25.383597370238931 6.8211689809977534 4.942324568539334 12.858167911543202 3.2343811960436168 1.2419367612637859 28.813114282635983 5.7354622359544001 2.9705032860183556 0.44955853145256774 4.4788501562743486 15.504921341675072 28.514631980088325 0.59154363747256944 29.327099415133489 17.401985444515041 0.13190533638227364 0.8477428617334225 0.072725746344077247 0.055922159954206019 1.5054497735000039 0.01607290405445283 14.000232003752901 2.7797909796554441 8.9783655866776808
leaf_count=49645 85781 108011 108146 102754 338071 1632 10068 203401 65882 20750 431184 54604 45630 10284 74749 21519 525376 7640 212976 189105 1538 9818 1593 85 17498 347 37079 30794 99532
internal_value=0 -0.000675828 -0.00636125 -0.0139538 0 0.0162971 0.00469783 -0.00724107 0.0108809 0.0149539 0.00525415 0.00881806 0.01329 -0.0137125 0.0015113 0.0126599 -0.0198353 0.0064406 0 0.0205476 0.0219685 0 0.0132097 0.0162898 0 0.0223078 0.0014313 0 -0.000332554
internal_weight=0 170.396 143.662 49.0209 94.6407 83.7453 76.9242 38.6913 26.7342 23.4998 55.9493 39.0245 31.7836 13.3077 14.1784 20.5759 34.8425 8.85182 56.3483 22.2579 17.55 5.32659 15.6336 15.5608 7.24091 17.4181 27.0212 16.9248 14.145
internal_count=2865492 2530895 2167492 828348 1339144 334597 332965 551756 363403 297521 787388 548916 476814 213685 200218 33265 628130 115651 299700 276771 190990 84567 23197 21604 72102 189452 86724 238472 207678
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=512 12 2107396 11273680 1 434 10751330 274 724 81 544 704 1 1 576
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=34
num_cat=16
split_feature=2 1 2 10 0 3 2 0 0 3 0 0 1 0 3 3 3 5 3 1 7 7 0 2 2 6 3 0 5 3 2 1 0
split_gain=2.33924 1.31178 1.71663 1.05154 1.19256 0.953905 0.735794 2.03481 1.12133 0.582778 0.517646 0.418562 0.395229 0.38833 0.268389 0.205097 0.197738 0.180729 0.153597 0.100342 0.083245 0.082355 0.0821652 0.0657154 0.0502315 0.0349324 0.0318069 0.0221246 0.0189875 0.0184367 0.0151087 0.00494308 0.00131199
threshold=0 1 2 3 1.5000000000000002 3.5000000000000004 4 3.5000000000000004 3.5000000000000004 10.500000000000002 1.0000000180025095e-35 13.500000000000002 5 9.5000000000000018 1.5000000000000002 8.5000000000000018 6.5000000000000009 6 1.0000000180025095e-35 7 8 9 17.500000000000004 10 11 12 5.5000000000000009 15.500000000000002 13 12.500000000000002 14 15 9.5000000000000018
decision_type=9 1 9 9 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 1 1 1 2 9 9 9 2 2 1 2 9 1 2
left_child=3 6 14 4 5 19 8 9 15 20 31 24 -6 -4 17 28 -12 23 32 -1 -8 27 25 -3 29 -14 -20 30 -2 -9 -16 -7 -10
right_child=1 2 13 -5 12 10 7 11 18 -11 16 -13 22 -15 21 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0.021638185795771019 0 -0.027199890715066229 0.032566803707914635 0 0 0 0.020666680263064431 0.00064236934674531307 0 0.015218898858413737 0 0.017732201341840031 0 0.0087276729742171988 0 0 0 -0.0070184067494986962 -0.012489438377750066 -0.015135380586547988 0 0 -0.0072591223856267916 0 0 0 0 0 0 0 -0.00106644585449337 0
leaf_weight=4.2373603095120416 21.787648552394785 0.18956338064344891 23.567015453152639 9.1961049291894579 16.942845454107101 1.2281355043742221 1.0395841188910708 8.9489262760180246 1.7950938264129939 1.0237323010660464 5.5805772130752302 1.2245144722219254 37.922725727834404 1.4541548460547336 18.860566008960632 0.44522305764621606 1.5886041247631508 0.89309903137654956 7.6393573440327582 25.130275332197929 41.299939974521749 5.723644673140373 0.2173760871974072 8.5219339216609988 1.8389165978187509 0.090851119979560191 0.78743266464880424 0.11441966584788943 0.94250801972339715 0.040557799789895266 0.51216215689965494 3.4630386228272965 0.30070518571483251
leaf_count=52620 272901 3427 448596 5651 89791 16553 12379 97146 13494 15268 23333 17582 153425 19083 259100 5184 9233 16306 73745 337759 575877 80803 3165 158576 19649 398 6985 2016 11413 541 10970 49209 2967
internal_value=0 -0.00157444 -0.010861 0.0146357 0.00438634 -0.00314405 0.00377053 -0.000443721 0.0112509 -0.0127702 0.00509616 0.0141376 0.012661 -0.0215691 0.000242303 0.0203433 0.0129814 -0.00152755 0 -0.0124187 -0.0156827 0.00685783 0.0150016 -0.00700524 0.0175608 0.0175748 -0.00632229 0.00758242 0.0213598 0.0163482 0.0093675 0 0
internal_weight=0 148.951 59.8366 105.598 96.4018 41.228 89.1141 55.4162 33.698 43.3633 11.8604 12.0529 55.1738 25.0212 34.8154 23.1754 7.16918 9.6046 10.5226 29.3676 42.3395 25.2108 38.231 8.7115 10.8284 38.0136 8.42679 19.4871 22.7302 8.98948 19.3727 4.69117 2.0958
internal_count=2865145 2124008 998877 741137 735486 488707 1125131 738442 386689 603524 98328 134918 246779 467679 531198 289498 32566 178309 97191 390379 588256 352889 156988 162003 117336 153823 80730 272086 284314 97687 270070 65762 16461
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=2097728 736 21595431 1 8661136 325 1 516 8 5 4 290 1 1 525602 80
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=33
num_cat=19
split_feature=2 7 3 2 10 2 1 0 1 2 0 0 3 0 3 7 7 1 1 1 1 0 0 1 6 1 0 0 6 0 0 1
split_gain=2.13573 1.36438 0.659079 1.32172 0.655427 0.598332 0.494082 0.493112 0.473111 0.456029 0.49344 0.372556 0.382751 0.250417 0.224755 0.212772 0.174196 0.772285 0.570719 0.173555 0.120578 0.105677 0.06857 0.44176 0.0744143 0.0685044 0.0591808 0.0289755 0.0214561 0.0066332 0.00153833 1.27238e-06
threshold=0 1 1.5000000000000002 2 3 4 5 3.5000000000000004 6 7 10.500000000000002 5.5000000000000009 10.500000000000002 3.5000000000000004 7.5000000000000009 8 9 10 11 12 13 9.5000000000000018 1.0000000180025095e-35 14 15 16 6.5000000000000009 17.500000000000004 17 1.0000000180025095e-35 5.5000000000000009 18
decision_type=9 1 2 9 9 9 1 2 1 9 2 2 2 2 2 1 1 1 1 1 1 2 2 1 9 1 2 2 9 2 2 1
left_child=4 9 3 19 7 6 29 16 -7 10 22 12 -10 14 -8 -9 18 -18 -1 21 -5 -3 31 -24 -25 -17 -21 28 -27 -4 -15 -2
right_child=1 2 5 20 -6 8 13 15 11 -11 -12 -13 -14 30 -16 25 17 -19 -20 26 -22 -23 23 24 -26 27 -28 -29 -30 -31 -32 -33
leaf_value=0.010903662960808668 1.7406917878207616e-05 0.0094111156281974483 0 0 0.031336826556057219 0 0.015553647575019206 0 -0.017822388349278837 0 0 0 0 -0.00068044108166184216 0 0 0.0028315214365530706 -0.011558692791354047 -0.0019117099265035693 -0.0041461328067058543 -0.021733366397186173 0 0 0.026567061903854314 0 0.017485091891092947 0 0 0 -0.0012639156131851134 0 0
leaf_weight=11.388030969192185 1.9925288027870918 8.3856743434207566 5.3371766316977327 6.3216890866424365 7.2782103094614277 12.578683906145669 26.246680169003415 1.4046920098680857 25.970919577634966 3.1755847104977901 1.2382272405466199 2.9100084681322178 0.9345985124764401 3.2251755174493146 2.5737534086820224 2.7570678920055798 11.535150378673277 25.564472431120521 7.912293248253266 4.4265968273848566 27.714711540321787 0.5904925677932632 2.8040250290650874 15.032558266419972 0.12452613457209061 16.798476531846973 0.83876631009479741 0.077334441059064285 0.056623693992164159 11.522847941885628 3.3381916477846971 2.7007436017775097
leaf_count=46589 35127 107581 113324 103603 1632 182913 376808 1984 391021 65589 20792 30872 17997 30169 36581 5772 55455 146327 47980 74516 522986 7648 34874 157657 1449 23786 9752 1628 84 129437 32460 50707
internal_value=0 -0.000481274 -0.00597962 -0.013137 0.0153345 0 0.005146 0.00414107 -0.00655524 0.0103284 0.0142469 -0.011202 -0.0156576 0.0100939 0.0138968 0.0115147 0 -0.00404563 0.00284524 0.0013931 -0.0189623 0.00617024 0.0196395 0.0209225 0.0214647 0.0122124 0 0.0141374 0.017343 0 0 0
internal_weight=0 169.984 142.916 48.2779 84.7724 94.638 52.2438 77.4941 42.3942 27.0682 23.8926 29.8155 26.9055 35.3838 28.8204 21.0942 56.3999 37.0996 19.3003 14.2415 34.0364 8.97617 22.6544 17.9611 15.1571 19.6895 5.26536 16.9324 16.8551 16.86 6.56337 4.69327
internal_count=2865100 2533863 2167668 826086 331237 1341582 718779 329605 622803 366195 300606 439890 409018 476018 413389 33254 296351 201782 94569 199497 626589 115229 279814 193980 159106 31270 84268 25498 23870 242761 62629 85834
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=512 12 2107396 1 9176528 278 274 10751330 8 6 322 668 724 544 36 1 65 1 352
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=34
num_cat=20
split_feature=2 7 10 3 2 2 1 0 2 0 1 2 7 3 1 7 1 1 0 1 0 1 0 1 6 0 2 0 0 6 3 0 0
split_gain=2.02717 1.20805 0.619086 0.600811 1.24894 0.49998 0.516009 0.43691 0.426163 0.463426 0.255249 0.377689 0.207926 0.195716 0.165815 0.149256 0.729734 0.549363 0.124948 0.113372 0.104306 0.072405 0.0654388 0.44029 0.0710106 0.0572732 0.0408303 0.0271336 0.0213221 0.020477 0.000223416 0.00432036 4.37831e-05
threshold=0 1 2 1.5000000000000002 3 4 5 3.5000000000000004 6 10.500000000000002 7 8 9 10.500000000000002 10 11 12 13 3.5000000000000004 14 9.5000000000000018 15 1.0000000180025095e-35 16 17 6.5000000000000009 18 17.500000000000004 1.0000000180025095e-35 19 3.5000000000000004 2.5000000000000004 5.5000000000000009
decision_type=9 1 9 2 9 9 1 2 9 2 1 9 1 2 1 1 1 1 2 1 2 1 2 1 9 2 9 2 2 9 2 2 2
left_child=2 8 7 4 14 10 30 15 9 22 26 -12 -9 -8 20 17 -17 -1 -13 -6 -3 -14 -2 -24 -25 -16 -5 29 -28 -23 31 -7 -32
right_child=1 3 -4 5 19 6 13 12 -10 -11 11 18 21 -15 25 16 -18 -19 -20 -21 -22 27 23 24 -26 -27 28 -29 -30 -31 32 -33 -34
leaf_value=0.010631859553611 0 0.0092152810719171325 0.030527830124490337 0 0 0.0011143461033893355 -0.017311642479965392 0 0 0 0 0.014442284637711437 0 0 -0.0040801686150703613 0.0027450406024436547 -0.011171024251452963 -0.001888692645978636 0 -0.021008107912317289 0 0.016746163671079055 0 0.02538550504456313 0 0 0 0 -0.0043083493254337532 0 -9.9706323719525033e-05 0 0
leaf_weight=11.514107836306719 4.7170921985971352 8.4544729865606278 7.5072876609265213 4.3507780171166814 6.3451102035505755 6.5912317920601726 12.325264920367768 1.4049985759247647 3.1434161893703303 1.236745159691053 7.0365282031216339 26.792786780051301 2.7591227826815157 0.44647384432391923 4.402928483490542 11.578496347876351 25.278692806266918 7.9010670691750446 6.0409573645938499 27.093100327489537 0.5975093742872567 17.094109485329682 2.8149728393200348 15.456760325182575 0.12503820386701825 0.84011012495102466 3.7975740275942398 0.075894820118263762 8.6642602483389037 0.056623693992164159 14.041426037763811 3.3125720923944755 1.1751301884196426
leaf_count=46607 86584 108136 1632 71752 103964 97421 201960 1986 65173 20987 135264 365815 5784 10204 74544 57793 142796 48005 54955 519640 7704 23786 35074 159914 1454 9793 78797 1621 88641 84 185485 39391 12041
internal_value=0 -0.000395045 0.0149652 -0.00566615 -0.0125283 0 -0.00628901 0.0039771 0.00963204 0.0134335 0.00445521 0.0076653 0.0108699 -0.0128359 0.00129316 0 -0.00374259 0.00264613 0.0112032 -0.0183021 0.00600607 0.0116571 0.0186041 0.0198336 0.0205362 0 0 0.0135494 -0.00278978 0.0166059 0 0.000236619 0
internal_weight=0 169.802 85.1704 142.308 47.7332 94.575 37.8921 77.6631 27.494 24.3506 56.6829 39.8703 21.3907 12.7717 14.295 56.2724 36.8572 19.4152 32.8337 33.4382 9.05198 19.9858 23.1139 18.3968 15.5818 5.24304 16.8126 17.2266 12.4618 17.1507 25.1204 9.9038 15.2166
internal_count=2864787 2534693 330094 2165507 823781 1341726 546502 328462 369186 304013 795224 556034 33261 212164 200177 295201 200589 94612 420770 623604 115840 31275 283026 196442 161368 84337 239190 25491 167438 23870 334338 136812 197526
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=512 12 1 2107396 11273680 434 10751330 274 2097216 8 724 6 322 668 544 65 36 1 10485824 1
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=34
num_cat=17
split_feature=2 1 10 0 0 3 0 1 2 1 0 1 4 3 3 2 1 7 7 1 3 0 3 6 6 1 3 3 0 3 0 0 2
split_gain=1.96677 1.37655 1.06533 0.632776 0.610434 0.595066 1.02861 0.681233 0.40286 0.38796 0.384757 0.389996 0.341486 0.341142 0.336197 0.333608 0.23261 0.184487 0.179014 0.117081 0.15538 0.0861297 0.073524 0.0661643 0.0371055 0.0275511 0.0268228 0.0148643 0.0143287 0.0121258 0.00203368 0.000928302 0.00029275
threshold=0 1 2 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1.5000000000000002 3 4 5 9.5000000000000018 6 7 6.5000000000000009 7.5000000000000009 8 9 10 11 12 15.500000000000002 5.5000000000000009 6.5000000000000009 13 14 15 1.0000000180025095e-35 13.500000000000002 13.500000000000002 13.500000000000002 1.5000000000000002 13.500000000000002 16
decision_type=9 1 9 2 2 2 2 1 9 1 2 1 1 2 2 9 1 1 1 1 2 2 2 9 9 1 2 2 2 2 2 2 9
left_child=2 8 3 19 14 6 17 26 10 30 11 -2 -9 21 15 -3 -4 -5 -11 -1 -21 -10 -13 -20 27 29 -8 28 -18 31 -7 -15 -6
right_child=1 4 16 5 32 9 7 12 13 18 -12 22 -14 25 -16 -17 24 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0 0 0 0 0.00026757011612924962 0 0 0.016225514195109848 -0.010052588080869842 0 0 0.017166203631933757 0 0.004220724144869196 0 -0.020013770464610111 0.029743179716245707 -0.012341767254752072 0.022071495739165222 -0.0091546915387588305 0 0 0 0 0 0 -0.0029797513128500966 0 0 0 -0.00074884370949107929 0 0
leaf_weight=7.6856818299129372 22.782998799642883 6.8398271911473802 1.530267867634393 0.67413891821524885 0.8904804511457769 3.0623762521172466 4.3817645143462887 30.208438637445397 12.246377321868751 1.2908889020254719 2.875008424243787 26.326104396538089 2.9093497682188163 1.6634318428295953 2.29893660156631 31.258189691310687 23.140906123408065 13.613499463455806 24.05364538871072 15.13060290622343 0.041224001482988437 2.6651962581636317 2.9700691054258632 0.1359683642640509 0.054639185873390228 0.75372428992704898 6.0720608302144683 0.021809611384013716 0.020983105367121335 0.15099083475797659 6.2659662290207052 0.010815723988343851 1.4052827598061406
leaf_count=136923 236934 128507 5196 5300 14051 24301 27758 170807 244823 4893 34618 364862 33965 25191 34507 547943 47511 126039 157699 295033 1113 39035 39413 1076 340 15906 41300 228 344 3209 36492 295 18605
internal_value=0 -0.00267681 0.0119768 0.00303543 -0.0129355 0.00756211 0 0.00734085 0.00315175 0.0141442 0.00740919 0.0108563 0.012117 -0.000854681 -0.0176155 -0.0192393 0.0258837 -0.0119473 0.0160391 -0.00351693 -0.00575075 -0.00871091 0.0139957 0.0183743 0.0248399 0.00129178 -0.000909508 0.0296388 0.029692 0.00280838 0 0.00418513 0
internal_weight=0 115.137 140.294 115.526 42.6927 92.6681 57.8593 43.5716 72.4447 34.8088 54.9542 52.0792 33.1178 17.4905 40.397 38.098 24.7686 14.2876 25.4805 22.8575 15.1718 14.9116 29.2962 24.1896 23.2383 2.57896 10.4538 23.1837 23.1619 1.82524 9.32834 1.67425 2.29576
internal_count=2864217 1747899 1116318 1062699 743613 629630 405169 273830 1004286 224461 675827 641209 204772 328459 710957 676450 53619 131339 163668 433069 296146 283858 404275 158775 48423 44601 69058 48083 47855 28695 60793 25486 32656
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=2359874 737 1 73 8399248 131 128 2 16843813 515 8 8 324 1 1 704 526368
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=34
num_cat=18
split_feature=2 7 10 3 2 2 1 1 3 2 0 0 1 7 1 0 1 1 1 0 3 0 0 3 3 0 1 1 0 6 1 0 0
split_gain=1.84011 1.10313 0.636241 0.500356 1.17985 0.474048 0.88047 0.797761 0.406287 0.401063 0.439955 0.385777 0.363382 0.305574 0.637929 0.277522 0.226358 0.15939 0.102625 0.100653 0.159902 0.100354 0.0907168 0.136131 0.0789548 0.0617794 0.332344 0.091077 0.0566918 0.039958 0.0235173 0.0188177 1.28458e-06
threshold=0 1 2 1.5000000000000002 3 4 5 6 10.500000000000002 7 10.500000000000002 9.5000000000000018 8 9 10 12.500000000000002 11 12 13 3.5000000000000004 7.5000000000000009 9.5000000000000018 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 2.5000000000000004 14 15 6.5000000000000009 16 17 17.500000000000004 5.5000000000000009
decision_type=9 1 9 2 9 9 1 1 2 9 2 2 1 1 1 2 1 1 1 2 2 2 2 2 2 2 1 1 2 9 1 2 2
left_child=2 9 11 4 17 6 24 22 15 10 25 13 31 16 -15 -9 -1 21 -6 20 -8 -3 30 -24 -5 27 -27 -2 -19 -28 -7 -13 -21
right_child=1 3 -4 5 18 7 19 8 -10 -11 -12 12 -14 14 -16 -17 -18 28 -20 32 -22 -23 23 -25 -26 26 29 -29 -30 -31 -32 -33 -34
leaf_value=0.0085719881416467403 -0.0015245492479838754 0.0089979546872964219 0.028962222287887859 -0.0056707754829683384 0 0 0.016487030983783051 -0.018962858659937295 0 0 0 0.019078796027577501 0 0.0010910269398093379 -0.010922757929802771 0 0 -0.0040598362873506284 -0.019683382995995702 0 0 0 0.0073872505260693336 0 0 0 0.026666179725837402 0.0040865850843384436 0 0 -0.0023114421729035803 0 1.9731972699979205e-05
leaf_weight=15.249725496745667 6.7108914324262514 8.5310989032068356 7.958497692787204 13.462849430277855 1.9343551576166647 3.457473052621026 24.079141538591561 25.524489299666136 0.82806444309244298 3.1366898936103125 1.2549192263850262 1.9094748906172752 1.8980606694312876 21.317856759997085 27.336407083925224 0.26407295613898796 10.563526687565174 4.3956380913696202 30.966112608574804 2.920294785331861 2.3197638828623885 0.58974561737341069 12.833381504100542 1.0932712628928118 1.1828840361449682 1.6657354034759901 7.1038019292436729 8.0355501489821162 0.84397511740826292 0.066414593786248477 4.0170780769240109 0.045237235626700456 2.9928010276453278
leaf_count=50346 89938 107962 1632 182934 27842 58863 319912 378666 16454 65429 21233 2562 4728 92631 121491 4504 51809 74622 596221 25098 30024 7621 179461 16172 16493 19433 63952 110413 9782 777 87204 935 27350
internal_value=0 -0.000588901 0.0139504 -0.00562933 -0.0119937 0 0.00463838 -0.00570988 -0.0129416 0.00885745 0.0125815 0.00334455 0.0122372 0 -0.00415772 -0.017554 0.00481086 0.00117113 -0.0176995 0.0120051 0.0152411 0.00585736 0.000969922 0.0047141 -0.00301528 0.0175665 0.0210157 0 0 0.0208346 0 0.0144029 0
internal_weight=0 170.21 86.2788 142.236 47.2609 94.9756 46.9577 48.0178 26.6166 27.974 24.8373 78.3203 3.85277 74.4675 48.6543 25.7886 25.8133 14.3605 32.9005 32.312 26.3989 9.12084 21.4012 13.9267 14.6457 23.5824 8.83595 14.7464 5.23961 7.17022 7.47455 1.95471 5.9131
internal_count=2864494 2538360 326134 2167185 824050 1343135 601811 741324 399624 371175 305746 324502 8225 316277 214122 383170 102155 199987 624063 402384 349936 115583 341700 195633 199427 284513 84162 200351 84404 64729 146067 3497 52448
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=512 12 1 2107396 9176464 278 310 10751330 154 6 354 668 724 512 39 156 1 258
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=33
num_cat=14
split_feature=2 10 0 3 7 1 1 3 2 2 0 3 0 0 2 0 7 5 3 3 2 0 0 6 3 6 3 1 3 3 3 3
split_gain=1.7839 0.918649 0.849134 1.18814 0.788863 0.630486 0.625643 1.10962 0.839884 0.4035 0.457614 0.686213 0.448523 0.346406 0.342574 0.34292 0.283131 0.265207 0.125079 0.109451 0.0808149 0.0748121 0.0558062 0.0475916 0.0397947 0.0337581 0.0316275 0.0218004 0.0147548 0.00806365 0.00722127 0.0019583
threshold=0 1 1.5000000000000002 3.5000000000000004 2 3 4 3.5000000000000004 5 6 7.5000000000000009 10.500000000000002 3.5000000000000004 1.0000000180025095e-35 7 10.500000000000002 8 9 6.5000000000000009 8.5000000000000018 10 17.500000000000004 13.500000000000002 11 1.0000000180025095e-35 12 5.5000000000000009 13 16.500000000000004 16.500000000000004 7.5000000000000009 13.500000000000002
decision_type=9 9 2 2 1 1 1 2 9 9 2 2 2 2 9 2 1 1 2 2 9 2 2 9 2 9 2 1 2 2 2 2
left_child=1 2 3 -1 14 -4 9 17 28 12 11 -11 19 -5 15 23 -7 20 27 -6 -8 25 30 29 -14 -18 -26 -15 -9 -2 -12 -13
right_child=4 -3 5 13 6 16 7 8 -10 10 22 31 24 18 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.013838202718923984 0.015445044422647526 0.029177614654247782 0 0 0.013965508871981783 0 0 0.011843964684187563 -0.007794330551556615 -0.013618411355160041 0.0045746065420363344 0.00079796695595924199 0 0 0 0 0.019390728506389926 0 0 0 -0.019459089587798951 0 0 0 -0.0044795674649368879 0 0 0.012317497784051591 0 0 0 0
leaf_weight=25.703513388680221 21.96854175903627 10.214136826027241 14.312882859105228 3.6889170345893927 17.377834987244121 2.4800659087050008 3.114205053421756 17.384919892852853 9.8871002368432546 37.138699703813018 2.5123787333686778 0.75449770873092237 1.5296095110734302 0.68627290050790202 3.1521436329967427 1.1613392526160158 35.303197743114652 1.4637727416620681 1.3972461476278111 0.37922725677890312 32.009301127105573 0.17894702486228098 0.99758720548743429 0.14516512153569294 5.5926980684398586 0.079618472766013748 0.60554435913218174 4.5128012131444848 0.059171638324186371 0.024277158761832562 0.079410899244976352 0.27488983198236383
leaf_count=330469 253347 4268 50876 39671 226649 5422 65210 210354 163972 533650 29976 9488 12035 3204 65439 19891 114115 28772 6072 4578 585277 2622 13690 1775 57089 287 5756 11582 1671 565 730 5895
internal_value=0 0.0132314 0.00304159 -0.00303101 -0.000828913 0.0104422 -0.00536425 -0.0105138 0 0 -0.00337883 -0.00905514 0.00688214 0.00672266 0.00683725 0.0105778 0.0139948 -0.0189083 0.0120169 0.0130602 -0.0201565 0.0164159 0.00122145 0.0150698 0 0.0192452 -0.00331565 0.0136262 0.00966693 0.0153911 0.00431976 0
internal_weight=0 98.5576 88.3435 35.9888 157.612 52.3547 131.161 63.9185 27.3312 67.2424 41.7575 38.1681 25.4849 10.2852 26.4515 23.2993 38.0418 36.5873 6.59632 17.7571 35.1235 35.5618 3.58938 22.138 7.72785 35.3828 6.19824 5.19907 17.4441 21.9928 2.59179 1.02939
internal_count=2864397 568588 564320 390998 2295809 173322 1954792 1055256 375997 899536 593429 549033 306107 60529 341017 275578 122446 679259 20858 231227 650487 117024 44396 255687 74880 114402 62845 14786 212025 253912 30706 15383
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=576 1 12 321 224 11010306 8661144 10751266 8 1 36 1 1 23
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=38
num_cat=14
split_feature=2 1 0 1 4 0 2 10 3 3 0 2 0 3 0 0 3 1 3 7 6 1 7 3 0 3 3 0 3 7 0 3 3 0 0 0 1
split_gain=1.62889 1.78076 0.831702 0.719802 0.860693 1.05833 0.678156 0.395437 1.09727 0.613476 0.367182 0.366239 0.927393 0.284205 0.601156 0.200371 0.178615 0.173665 0.150673 0.129053 0.0836708 0.0421992 0.047543 0.0396991 0.0360245 0.030122 0.0167646 0.0135843 0.155037 0.158675 0.0242508 0.0106265 0.00898259 0.00423242 0.00140763 0.000810375 2.43648e-06
threshold=0 1 1.5000000000000002 2 3 2.5000000000000004 4 5 3.5000000000000004 3.5000000000000004 9.5000000000000018 6 3.5000000000000004 10.500000000000002 4.5000000000000009 17.500000000000004 8.5000000000000018 7 1.0000000180025095e-35 8 9 10 11 13.500000000000002 13.500000000000002 5.5000000000000009 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 12 6.5000000000000009 16.500000000000004 16.500000000000004 6.5000000000000009 3.5000000000000004 9.5000000000000018 13
decision_type=9 1 2 1 1 2 9 9 2 2 2 9 2 2 2 2 2 1 2 1 9 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1
left_child=2 11 7 -4 5 -5 27 8 21 -9 -8 12 16 14 19 20 -2 -10 35 -13 -7 -1 -23 33 26 -20 -16 28 -3 -30 -29 -19 -31 -15 -6 -14 -11
right_child=1 6 3 4 34 15 10 9 17 36 -12 13 18 23 24 -17 -18 31 25 -21 -22 22 -24 -25 -26 -27 -28 30 29 32 -32 -33 -34 -35 -36 -37 -38
leaf_value=0 0.018631008695397962 0 0 0 0 0.031804708377232059 -0.02509916250079619 0.016050848525532097 0 0 0 0 0.00050450521249986269 0.0072915226891516602 0.0041224537170885993 0 0 0.010079908930581419 -0.0069337710139915111 -0.011101568468826727 0 0 -0.014177121692414939 0 0 0 0 -0.0025299429725869956 0 0.010235198324810367 0 0 0 0 -0.00065098949486694444 0 -2.3013700669892432e-05
leaf_weight=4.4801141565703801 23.94228681936875 1.8974167886081001 17.238787150314238 17.449683220201678 1.9894043690555907 34.456998189451042 22.064908216903863 6.1772054220564296 4.456983914746159 1.0818602090585043 1.4126077018154308 0.91386570553913771 1.8386652992830925 0.75723877295604214 5.5343231234110126 0.27685356629262869 0.4512595527794464 9.9662985011218517 7.6050795202518184 31.988465807315151 0.1139022937786639 1.1956831627612701 25.246390217051164 0.28675517988813226 0.72232029819315346 0.79765795452112787 0.21601081233893626 7.9595158362244529 2.3719169627456722 9.9140547275219397 2.0822470442235499 0.050527566705569238 0.041992339962235614 0.02819479666868574 3.215468288766715 0.29914211401410273 6.0033274606539635
leaf_count=58837 293712 46987 85020 80925 22657 155854 442925 14742 47811 3026 18975 11485 13479 9358 58927 4581 5173 108520 73763 485585 661 13571 368687 5855 10895 6999 1900 105585 42853 173647 32332 950 1274 329 33385 2976 19910
internal_value=0 -0.00192902 0.0112352 0.0173542 0.0199336 0.0250828 -0.0133907 0 -0.00319326 0.008581 -0.0196615 0.00485595 0.00941427 0 -0.00487112 0.0310104 0.0176464 0.0056649 0 -0.0109787 0.0315721 -0.0130117 -0.0127118 0.00620394 0.00144353 -0.00626377 0.00349322 0 0.00174965 0.0063108 -0.000106774 0.00795336 0.00809369 0.00719325 0 0 0
internal_weight=0 123.126 133.399 74.7411 57.5023 52.2974 47.7447 58.6584 45.396 13.2624 23.4775 75.3813 34.9341 40.4472 39.375 34.8478 24.3935 14.4738 10.5405 32.9023 34.5709 30.9222 26.4421 1.07219 6.47265 8.40274 5.75033 24.2671 14.2254 12.328 10.0418 10.0168 9.95605 0.785434 5.20487 2.13781 7.08519
internal_count=2864151 1845014 1019137 383083 298063 242021 864578 636054 598376 37678 461900 980436 396102 584334 568792 161096 298885 157281 97217 497070 156515 441095 382258 15542 71722 80762 60827 402678 264761 217774 137917 109470 174921 9687 56042 16455 22936
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=2097730 736 577 2 21595429 1 8661136 57 8 1 516 8 2 40
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=25
num_cat=13
split_feature=7 0 4 1 1 2 2 3 2 3 0 0 10 2 3 0 3 3 6 2 3 3 2 2
split_gain=1.52526 1.5255 1.55428 1.17182 0.981662 1.45608 0.809129 0.712539 0.652362 0.501377 0.423143 0.402184 0.22915 0.388653 0.173631 0.154766 0.124814 0.118945 0.100576 0.0722634 0.043004 0.0338763 0.00142206 0.00045248
threshold=0 8.5000000000000018 1 2 3 4 5 10.500000000000002 6 2.5000000000000004 17.500000000000004 13.500000000000002 7 8 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 9 10 13.500000000000002 9.5000000000000018 11 12
decision_type=1 2 1 1 1 9 9 2 9 2 2 2 9 9 2 2 2 2 9 9 2 2 9 9
left_child=3 4 6 19 5 9 10 12 11 16 21 15 13 -6 -7 -5 -2 -11 20 -1 -17 -3 -9 -14
right_child=1 2 -4 8 7 14 -8 22 -10 17 -12 -13 23 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0 0.0042741035464236941 0.036705969154880835 -0.00074975287729338563 0 0 -0.0088084133849493651 0 0.00059067336237415531 0 0.017427510367354314 0 0 0.00032497433718599826 -0.017328720027207652 0 0.035819236456093077 -0.0028103879398741322 0 0 -0.0039303407905874697 0 0 0 0
leaf_weight=2.217103679842694 16.977437390867635 7.3011921686593269 3.2491097656911707 3.6020171728851045 20.663295441715494 52.235116890020436 2.5101959248950152 0.75885622961141053 11.986647977897517 28.736251280721266 0.50365920589683799 0.52199992837267828 2.8450906462676357 49.487967269486489 0.97263487832606088 19.316104371361686 19.372037184828514 0.32002285131420549 0.12021327083312883 6.8360574783946504 0.051001210898902083 0.039058522703271481 0.45082344310139777 5.979834703877712
leaf_count=31310 143099 51543 36386 50039 333247 724259 32537 8032 151840 226277 10099 7471 1107 640787 14435 110414 182570 3137 1180 75217 437 272 9613 19251
internal_value=0 0 0.0169466 0.0157366 -0.00345597 0.000832207 0.026363 -0.0101736 0.0216666 0.00999599 0.0274831 0.0273039 -0.0137802 -0.0151495 -0.00666935 0.0336991 0 0.0167908 0.0353492 -0.000118779 0.0356789 0.0365629 0 0
internal_weight=0 212.403 13.6032 44.6511 198.799 118.614 10.3541 80.1859 35.598 65.4057 7.84391 23.6113 78.9762 70.1513 53.2078 23.0893 36.3495 29.0563 19.4873 9.05316 19.3671 7.34025 1.20968 8.82493
internal_count=2864559 2436651 130837 427908 2305814 1293777 94451 1012037 321381 555083 61914 169541 994392 974034 738694 162070 325669 229414 112031 106527 110851 51815 17645 20358
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=12 2 37 880 10756820 527202 8652386 1 24478985 1 2099456 802 576
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=34
num_cat=17
split_feature=10 1 2 3 4 1 2 2 2 0 1 3 0 3 5 1 3 0 0 1 3 2 0 6 0 3 0 3 2 7 7 0 3
split_gain=1.44464 0.712975 0.891369 0.605343 0.973107 0.697754 0.539756 0.426459 0.403477 0.347624 0.256019 0.246778 0.221594 0.190794 0.169287 0.109493 0.0584442 0.054583 0.0622299 0.0520938 0.0703013 0.0300846 0.0233678 0.0200935 0.0170231 0.0163675 0.0157968 0.0140506 0.0297648 0.0128529 0.0102545 0.00646854 0.00537792
threshold=0 1 2 4.5000000000000009 3 4 5 6 7 12.500000000000002 8 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 9 10 1.5000000000000002 10.500000000000002 2.5000000000000004 11 12.500000000000002 12 15.500000000000002 13 17.500000000000004 1.0000000180025095e-35 13.500000000000002 5.5000000000000009 14 15 16 9.5000000000000018 20.500000000000004
decision_type=9 1 9 2 1 1 9 9 9 2 1 2 2 2 1 1 2 2 2 1 2 9 2 9 2 2 2 2 9 1 1 2 2
left_child=3 27 13 4 5 8 15 29 9 16 21 -12 -9 23 -13 -5 -1 18 -10 20 -8 25 -19 26 32 -6 -3 28 -2 -7 31 -21 -17
right_child=1 2 -4 6 10 7 19 12 17 -11 11 14 -14 -15 -16 24 -18 22 -20 30 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0 0.031436758764324349 0 0 0 0 -0.0057900289223778842 -0.016003711995897431 0 0 0 -0.021156422002693197 0 0 0 0.017887588202405463 0.015259630810250172 0.0034966165054953718 -0.0044433747294399138 0.0021915442507716909 0 0 0 0 0 0.0041267110079903063 0 0 -0.0031065099418133833 0.0016002213061181291 0 0 0
leaf_weight=24.524918528731178 0.29759026634565089 21.689075295027578 3.5874608955746252 7.548824824663825 0.21187426454162084 13.101379805713805 10.334410379111429 15.239552935577651 32.515230446656915 1.426984952917336 1.5048631991376229 15.659635735117257 1.3686631764630863 0.26611644179865734 0.65763901923856494 20.037031503903574 27.258849389404531 1.8825206104465899 21.257235213461172 10.119472196147399 0.28853215152776179 2.9603695475743734 0.40466909888891667 0.027694320720921151 0.043899707032322932 2.6524296614502418 0.021726039129133734 1.4297210410750265 5.4026808783492015 10.192750088895082 3.1180123940212061 0.16115439396162479 0.013811638060359566
leaf_count=397274 418 35955 14811 80408 3279 131966 162337 386671 232416 26219 27113 297703 23182 570 12728 193159 337405 5138 67134 146174 5728 64219 4657 154 1530 41834 321 4910 16460 93117 46811 2027 465
internal_value=0 0.0178642 0.0203436 0 -0.00240199 0 0.00773279 -0.00614675 0.00514974 0.00942367 -0.014255 -0.015258 -0.0116745 0.0256967 -0.0201169 0.0123282 0.0124853 0 -0.00215683 0 -0.00320789 0 0.002199 0.0313112 0.0147978 0.00264926 0.0313815 0 -0.00198387 0 0 0.0014281 0.0178551
internal_weight=0 32.7221 25.5921 224.485 172.82 149.173 51.6651 39.9023 109.27 53.2108 23.6468 17.8221 16.6082 22.0046 16.3173 27.6436 51.7838 56.0597 53.7725 24.0216 10.6229 5.82467 2.28719 21.7385 20.0947 2.8643 21.7108 7.12999 5.70027 23.2941 13.3986 10.2806 20.0508
internal_count=2864293 73599 51811 2790694 2152055 1705179 638639 634936 1070243 760898 446876 337544 409853 37000 310431 275562 734679 309345 299550 363077 168065 109332 9795 36430 195154 45113 36276 21788 16878 225083 195012 148201 193624
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 771 264706 2 944 8915634 27526657 10488170 65 1 133 332 11010 1 64 1 5
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=32
num_cat=13
split_feature=2 10 1 2 0 2 0 0 0 3 1 3 1 0 5 3 5 7 0 0 3 0 2 3 2 0 3 3 3 1 3
split_gain=1.39278 0.870281 0.838342 1.41895 0.597699 0.45625 0.462259 0.339636 0.220411 0.198026 0.191252 0.162125 0.138929 0.138085 0.114583 0.0965577 0.0802663 0.0785236 0.0706384 0.517471 0.0937258 0.0780904 0.0609222 0.0518268 0.0220287 0.0198264 0.0148396 0.00349388 0.0524826 0.00276127 0.00125125
threshold=0 1 2 3 1.0000000180025095e-35 4 3.5000000000000004 9.5000000000000018 13.500000000000002 1.5000000000000002 5 1.5000000000000002 6 9.5000000000000018 7 7.5000000000000009 8 9 9.5000000000000018 4.5000000000000009 6.5000000000000009 17.500000000000004 10 13.500000000000002 11 15.500000000000002 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 12 13.500000000000002
decision_type=9 9 1 9 2 9 2 2 2 2 1 2 1 2 1 2 1 1 2 2 2 2 9 2 9 2 2 2 2 1 2
left_child=1 4 5 9 11 8 -7 -5 16 14 27 29 -13 30 22 -14 23 24 19 20 -12 26 -4 -2 25 -11 -20 28 -6 -1 -8
right_child=2 -3 3 7 10 6 13 -9 -10 17 18 12 15 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0.010085642334127502 0.026062541502358247 0 -0.024227213786737922 0 -0.010190559713367568 0.0066523670584350218 0 0 0.0095345356680816631 0.008191589803718714 0 -0.012454937260445768 0 0 0 0 0 0.017543406512595932 -0.0054392813092915548 0 0 -0.0060531503903784476 0 0 0 0 0 -0.0036277318849794447 0.00077778513983051275 0
leaf_weight=2.2313992528652333 64.458067556366132 11.200798293732076 0.18969242240018502 21.465826946121528 5.8645201543786305 15.649306696242094 3.7536794788411494 1.4413468996390282 1.2418647264057643 19.297275099670518 42.992949745346777 1.8316940198164957 7.6940348454627348 1.6400709512708997 0.90003492159303178 0.63053620497885265 3.2666664304288124 5.7479251183194746 3.1761758750053559 11.231494655450659 2.5084206336523485 0.2112294765865953 7.899091076070361 0.24830742325502697 0.51565255211608274 0.1004654208663841 0.039013086663544416 2.3533564189747258 12.53391724666835 5.6446101026476754 0.0091216031705697587
leaf_count=64306 821346 5651 3509 439612 26773 187031 38117 19053 20975 261617 229973 38995 129285 22084 16485 11010 36910 80755 14024 48748 12278 3120 158619 4460 11248 2007 232 10530 57379 88401 179
internal_value=0 0.0111446 -0.000985438 -0.00877836 0.00232267 0.00285033 -0.00172934 -0.0189331 0.00711335 0.00046393 0.00723871 -0.00423383 -0.00786222 0.00168381 0 -0.00895071 0.00919718 0.00599252 0.00878172 0.000260293 0.00724286 0.0166633 -0.00548481 0.009797 0.00681674 0.00774406 0.0174052 0 -0.000849647 0 0.00662355
internal_weight=0 110.144 147.824 57.5573 98.9434 90.2671 21.0522 22.9072 69.2149 34.6501 80.9111 18.0323 10.1563 5.40287 8.98882 8.32457 67.973 25.6613 60.1593 56.7329 45.5014 3.42642 8.08878 64.7064 19.9134 19.3977 3.21519 20.7518 18.3984 7.87601 3.7628
internal_count=2864712 740705 2124007 992905 735054 1131102 247411 458665 883691 534240 403057 331997 179290 60380 178613 140295 862716 355627 308375 290999 242251 17376 162128 825806 274872 263624 14256 94682 84152 152707 38296
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2097728 1 736 21595431 8661432 96 20 1 1 5 4 525602 27
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=24
num_cat=13
split_feature=7 0 4 1 2 1 2 3 9 2 3 10 0 0 1 0 3 6 2 3 3 1 3
split_gain=1.37295 1.4091 1.47324 1.09262 0.855216 1.42899 0.804974 0.681539 0.739787 0.613755 0.518797 0.459874 0.411825 0.371999 0.363367 0.113428 0.107896 0.0936833 0.0701321 0.0402235 0.0328789 0.0282416 0.00609347
threshold=0 8.5000000000000018 1 2 3 4 5 10.500000000000002 6 7 4.5000000000000009 8 17.500000000000004 13.500000000000002 9 1.0000000180025095e-35 8.5000000000000018 10 11 13.500000000000002 9.5000000000000018 12 16.500000000000004
decision_type=1 2 1 1 9 1 9 2 9 9 2 9 2 2 1 2 2 9 9 2 2 1 2
left_child=3 4 6 18 5 16 12 8 14 13 11 -7 20 15 -6 -5 -2 19 -1 -17 -3 22 -9
right_child=1 2 -4 9 7 10 -8 21 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0 0.013908144413268651 0.035408397692276793 -0.00078649274974671281 0 0 -0.014110892769620135 0 0.0037688316403410348 0 0 0 0 0 0 -0.015740965318314645 0.033466964895886485 0 0 -0.0038733894660831526 0 0 0 0
leaf_weight=2.2474108024034649 42.822846449524604 7.6580171458663227 3.2614139246252281 3.5949308157996773 22.721151385373563 36.344388418983726 2.5224852727933476 0.83767734837601893 0.15769186021725445 12.007608021036502 9.4451327036404091 3.3684561534537343 0.5114432017890066 0.52060225692912254 81.039825967595334 20.183418345251081 1.3067884520278301 0.12109432636135409 6.8080878063083219 0.051574666222221732 0.039516134434961603 0.99004832002719811 0.082422429968573852
leaf_count=31460 311549 53057 36537 50056 344971 273884 32108 11707 1146 151572 47248 1948 10172 7436 1284591 111685 7880 1186 74640 437 272 16662 2209
internal_value=0 0 0.0159088 0.0145378 -0.00359244 0.00121077 0.0251902 -0.00880805 -0.0118985 0.0202613 -0.00583887 -0.0111144 0.026516 0.0256013 -0.0140374 0.0315591 0.011672 0.0330092 -0.000124005 0.0333299 0.0352664 0.000280935 0.00263879
internal_weight=0 213.109 13.9929 45.5347 199.116 93.2876 10.7315 105.829 103.919 36.4792 49.158 39.7128 8.20898 24.4716 103.761 23.951 44.1296 20.3561 9.0555 20.235 7.69753 1.91015 0.9201
internal_count=2864413 2435941 132146 428472 2303795 642509 95609 1661286 1630708 322372 323080 275832 63501 170800 1629562 163364 319429 113308 106100 112122 53329 30578 13916
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=12 2 37 27632256 628 527202 1 8652386 1 257 1 2099456 194
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=14
split_feature=2 7 0 4 1 1 1 2 4 0 1 3 2 0 4 2 3 9 0 6 3 0 3 3 0 3 0 0 3 3
split_gain=1.23479 0.924015 1.32602 1.42806 0.822837 0.587866 0.587256 1.37848 0.866124 0.530781 0.523011 0.507221 0.415516 0.385158 0.378681 0.367511 0.41044 0.343976 0.178645 0.10063 0.100589 0.0849857 0.0324347 0.0249099 0.0644744 0.0148236 0.00946135 0.000333132 0.000233057 0.00112211
threshold=0 1 8.5000000000000018 2 3 4 5 6 7 8.5000000000000018 8 1.5000000000000002 9 17.500000000000004 10 11 12.500000000000002 12 1.0000000180025095e-35 13 1.0000000180025095e-35 6.5000000000000009 9.5000000000000018 7.5000000000000009 3.5000000000000004 16.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018
decision_type=9 1 2 1 1 1 1 9 1 2 1 2 9 2 1 9 2 9 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 27 13 7 11 15 18 28 20 21 22 -13 26 -17 -12 -6 25 -3 -10 -4 24 -9 -20 -8 -1 -2 -30
right_child=10 2 3 -5 9 -7 8 23 12 -11 17 14 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0 0 0.0031255753213402892 0.03553591092647445 0 0 0 0.0016120093754055478 -0.008394357449703042 0.012814617101283865 0 -0.018420961586642193 0.020558266714839686 -0.00090760149980681829 0 0 -0.014029004673865544 0 0 0.02866662179747927 0 -0.0040512979926105048 0 0 0 0 0 0 -0.0003037571880871834 0.00064288110356531061 0
leaf_weight=1.2215877395192363 0.43883727946376927 11.687514001535421 6.885190652212259 2.9629879059957576 5.5648016934683247 3.0320940232559224 6.4097823497140762 21.303121627108347 9.8867117949866916 2.7005787621674235 15.354495921672424 24.727951912651406 3.3935868243243013 0.47559894749610965 3.6252455754220163 86.241150243087304 0.49619458102097169 0.0080314727260891727 27.49465924775814 0.1548328887802225 6.4729246022934595 0.32372941254288967 0.03882144521412545 1.8900485844933417 4.7734505879998315 0.022627477861532408 1.8274742711364522 6.1046653389003041 2.7891244626766825 0.12320740739960445
leaf_count=23169 9546 113250 47277 33685 92208 32051 63612 338615 177698 23869 406364 173845 62101 9359 60546 743293 5854 153 179890 1475 60111 4092 244 26446 55125 280 14686 47625 55354 2498
internal_value=0 0.00683805 0.00102465 0.0175053 0.016459 0.026117 -0.00102016 0.00303806 -0.00582286 0.0211172 -0.00802884 0.0120786 0.00319623 0.0265678 0.0182069 -0.0104383 -0.0116808 -0.0132992 0.0264697 0.0282706 0 0.00953492 0.0353933 -0.00584355 -0.00727801 0.028616 0 0 0 0.000266104
internal_weight=0 239.717 196.454 13.3947 43.2638 10.4317 183.059 74.4803 108.579 35.9375 18.7137 46.5136 13.604 7.39961 28.3532 94.9746 86.7373 15.3625 33.2369 27.6721 18.1604 10.2104 6.92401 27.9666 26.0766 27.5173 8.23726 7.32625 3.35117 2.91233
internal_count=2864321 2390406 2021890 122616 368516 88931 1899274 827938 1071336 297722 473915 407752 243891 56880 234391 827445 749147 406517 273853 181645 173361 181790 47521 420186 393740 180170 78298 70794 67398 57852
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=11276130 12 2 36 186 308 10486338 2 576 3874 2 8650752 1 1
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=20
split_feature=10 1 2 3 1 9 2 2 5 4 3 3 1 2 3 1 0 2 1 3 6 3 2 0 9 0 7 0 3 3 0 5 9 3 0
split_gain=1.19098 0.692992 0.866994 0.535363 0.903843 0.891044 0.70411 0.46622 0.335283 0.281148 0.195459 0.179826 0.134092 0.118116 0.0822557 0.257121 0.0551233 0.0404498 0.0384778 0.0281176 0.0184862 0.0168314 0.0305499 0.0156543 0.0155151 0.0151364 0.0122727 0.0399057 0.00698861 0.00441513 0.00229975 0.000964968 0.000830052 0.00075801 0.000381323
threshold=0 1 2 4.5000000000000009 3 4 5 6 7 8 3.5000000000000004 10.500000000000002 9 10 10.500000000000002 11 15.500000000000002 12 13 1.0000000180025095e-35 14 5.5000000000000009 15 17.500000000000004 16 13.500000000000002 17 11.500000000000002 16.500000000000004 20.500000000000004 6.5000000000000009 18 19 3.5000000000000004 11.500000000000002
decision_type=9 1 9 2 1 9 9 9 1 1 2 2 1 9 2 1 2 9 1 2 9 2 9 2 9 2 1 2 2 2 2 1 9 2 2
left_child=3 21 11 4 9 6 26 12 10 13 -8 20 -5 16 15 -9 32 -11 28 -19 25 22 -2 24 29 -3 -6 -28 30 -14 -16 33 -1 34 -7
right_child=1 2 -4 7 5 31 8 14 -10 17 -12 -13 23 -15 18 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0079165973511745851 0 0.029310324793671183 0 0 0 0.0030461457522271865 -0.020074637146624635 0 0 0 0 0 0.016645479410954907 0 0.0046274962205861631 -0.0075109518145676877 0 0 0 -0.0048542174327139429 0 0 -0.003228430504242557 0 0 0 0.0036901720241521991 0 0 0 0 0 0 0 0
leaf_weight=63.561782500856225 0.30803907825611532 22.532659095173585 3.6147073310075966 2.969542859136709 2.5491478328594894 0.083577587846319967 53.810947323369874 5.6103650087079595 9.9296712102786824 1.8465765113578525 7.1901541551851542 0.27170872966234938 22.28093478131996 16.734032517208107 0.58462989178042335 19.464161601614258 0.34400087702851934 0.69348708844699913 0.96131082808278623 4.6834934835151216 0.027584491246680609 1.4545953980359625 5.4593807149667555 0.043898263313166264 0.043186273405818265 0.022535833977598396 10.504742583559615 0.70190078402083678 0.07749408352356113 0.012253751314346029 0.024510835239198059 0.01607970006443793 0.0050437417012280097 0.012428015632394818 0.0061849672420066773
leaf_count=479145 418 35955 14807 27916 46644 834 866451 94804 102038 35140 100462 570 187838 234281 8560 297452 5499 9973 16893 68567 154 4908 16460 1529 154 321 191152 11990 2156 413 320 124 41 133 86
internal_value=0 0.0160566 0.0187429 0 -0.00233231 -0.00867397 -0.0128238 0.00719706 -0.0152804 0.00242325 -0.0186995 0.0239839 0.0116788 0.00571405 0 -0.00377159 0.00679216 -0.000601044 0.00111192 -0.00303488 0.029187 0 -0.00216928 0.0137913 0.0165218 0.0292549 0 0.00154813 0.00322782 0.0166181 0.0045437 0.00292739 0.00791078 0.00298241 0.00302496
internal_weight=0 33.6912 26.4692 224.746 172.673 84.8048 84.6866 52.0723 70.9308 87.8684 61.0011 22.8545 25.3498 80.6449 26.7225 25.0745 63.9108 7.22356 1.64795 5.37698 22.5828 7.22202 5.76742 22.3803 22.3364 22.5552 13.7558 11.2066 0.686635 22.2932 0.609141 0.11827 63.5668 0.102191 0.0897626
internal_count=2864188 73593 51807 2790595 2152560 1319914 1318737 638035 1068951 832646 966913 37000 217850 718966 420185 392256 484685 113680 27929 78540 36430 21786 16878 189934 188405 36276 249786 203142 11036 188251 8880 1177 479186 1053 920
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1 771 264706 896 1 2369536 8915632 1 2 23 8390506 49 1092 194 1 64 1 2 1 1
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=39
num_cat=13
split_feature=2 10 1 2 2 0 0 1 1 0 3 1 7 1 1 0 3 3 3 3 0 3 3 0 7 3 0 0 3 3 1 0 3 0 3 0 3 3
split_gain=1.14514 0.916065 0.578364 0.843565 0.482881 0.613804 0.582907 0.615875 0.51827 0.471147 0.420396 0.370468 0.346262 0.670344 0.348671 0.633538 0.429699 0.319887 0.283498 0.147882 0.124252 0.137923 0.120044 0.111396 0.096264 0.0859181 0.0450813 0.0286607 0.0199291 0.0170759 0.0163126 0.0148775 0.0147862 0.0111267 0.00985668 0.00763657 0.00467524 0.00138791
threshold=0 1 2 3 4 9.5000000000000018 1.5000000000000002 5 6 10.500000000000002 10.500000000000002 7 8 9 10 4.5000000000000009 5.5000000000000009 15.500000000000002 19.500000000000004 7.5000000000000009 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 11.500000000000002 11 5.5000000000000009 17.500000000000004 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 12 6.5000000000000009 1.5000000000000002 9.5000000000000018 7.5000000000000009 13.500000000000002 13.500000000000002 16.500000000000004
decision_type=9 9 1 9 9 2 2 1 1 2 2 1 1 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 9 3 24 5 6 30 29 28 12 23 26 14 22 15 16 -1 -5 -15 -9 21 -16 33 -10 -2 -24 34 37 -6 -8 -4 -22 -7 -14 -11 36 -30 -26
right_child=2 -3 4 17 8 32 7 19 10 11 -12 -13 13 18 20 -17 -18 -19 -20 -21 31 -23 25 -25 27 -27 -28 -29 35 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.019186770497814365 0 0.02490014649436877 0.0013918599981602795 -0.018074812496837175 0 -0.0025650005198337915 0 0.022991038423481217 -0.017797873750919093 0.019293879717862741 0 0 0.0060017480326850338 -0.015119945168444796 -0.0081779038859094901 0 0 0 0 0 0.0021796213815493746 0 -0.0043614525541624174 0 0.006084318313073195 0.00035315823096942627 0 0 0.0033173586489815936 -0.0019507977660317784 -0.00089312858681102792 0 0 0 0 0 0 0
leaf_weight=13.61972188310847 2.8830204272235278 11.577625645055376 17.200725092693119 31.027070163797365 1.4694378731328468 3.8683680786652976 3.2556916517824019 24.469380599352011 10.144495382988678 1.8517658461059907 0.65634318876618714 1.931387635007922 6.7890286189813223 31.239257429551802 9.2020095525431334 3.1517585110414066 1.1146418032167265 0.083335484363486922 0.010206894387009835 1.192598805118904 1.316164868188934 1.0289722260804399 14.95154637810265 0.74270261479796396 11.475185486681761 2.880964400166703 0.10831290954956774 0.24236274795475843 5.8116010427957008 14.870299048672676 25.581372331525927 1.0809031709777626 1.646858458228962 0.091963881983247009 0.023325205063883803 0.12856298784390663 0.071572135133464942 0.011095078189101382
leaf_count=76124 43653 4268 300550 565203 24512 50012 31661 250515 231118 5426 11928 9294 47249 211289 74927 10042 5223 2502 81 9262 3868 6519 92765 11553 174065 14333 1598 3595 92789 117359 355111 3639 18156 299 74 2161 1454 287
internal_value=0 0.0104932 -0.000436981 -0.00784766 0.00189733 0.00597542 0.00978694 0.0151762 -0.00343178 0.00128265 -0.0107559 0.0120317 0 -0.00520834 0.00349117 0.00880538 0.0162143 -0.0142228 -0.0116065 0.018778 0 -0.0055574 0.000419508 -0.0168453 0.000708074 0 0.0143242 0.00438832 0.00109175 0 0 0 -0.00145286 0.00573709 0.0192065 0.00274315 0.00311127 0.00605595
internal_weight=0 101.97 156.832 45.7221 111.11 92.0853 86.5701 43.788 19.0247 90.3919 11.5435 3.91479 86.4771 55.963 30.5142 17.8861 14.7344 31.1104 31.2495 25.662 12.628 10.231 24.7135 10.8872 14.6117 17.8325 1.9834 11.7286 7.48117 18.126 42.7821 2.39707 5.51523 6.88099 1.87509 6.01174 5.88317 11.4863
internal_count=2864464 567018 2297446 789305 1508141 1132626 1064458 408797 375515 562750 254599 16392 546358 366016 180342 91389 81347 567705 211370 259777 88953 81446 154646 242671 221600 107098 7098 177947 120916 149020 655661 7507 68168 47548 5500 96404 94243 174352
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=576 1 270 525350 10758546 129 128 152 6 354 668 2 97
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=32
num_cat=12
split_feature=2 10 1 2 0 2 0 0 3 0 1 3 1 0 0 0 5 3 3 5 0 7 2 3 0 3 3 3 3 1 3
split_gain=1.13938 0.669122 0.659895 1.36004 0.494733 0.395858 0.429886 0.316531 0.206917 0.206399 0.17981 0.157765 0.136081 0.131736 0.116771 0.441128 0.0931063 0.0929728 0.0892773 0.0832294 0.0746869 0.0699504 0.0595218 0.0493817 0.0190767 0.01448 0.00801176 0.00352031 0.0529215 0.00344466 0.00121922
threshold=0 1 2 3 1.0000000180025095e-35 4 3.5000000000000004 9.5000000000000018 1.5000000000000002 13.500000000000002 5 1.5000000000000002 6 9.5000000000000018 9.5000000000000018 4.5000000000000009 7 7.5000000000000009 6.5000000000000009 8 17.500000000000004 9 10 13.500000000000002 15.500000000000002 7.5000000000000009 16.500000000000004 5.5000000000000009 1.0000000180025095e-35 11 13.500000000000002
decision_type=9 9 1 9 2 9 2 2 2 2 1 2 1 2 2 2 1 2 2 1 2 1 9 2 2 2 2 2 2 1 2
left_child=1 4 5 8 11 9 -7 -5 16 19 27 29 -13 30 15 18 22 -14 -12 23 25 24 -4 -2 26 -16 -10 28 -6 -1 -8
right_child=2 -3 3 7 10 6 13 -9 21 -11 14 12 17 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0.0095019211857061865 0.023314005469773927 0 -0.023115084665095074 0 -0.0098143425098645692 0.0064667127354732391 0 0.0085956360982504029 0 0.0075243572100619814 0 -0.012063392357524419 0 0.016762598458541712 -0.0052763714699059355 0 0 0 0 0 0 -0.0056567613210095997 0 0 0 0 0 -0.0036425068422770157 0.00086911065812636697 0
leaf_weight=2.1750858611449102 64.96069577849903 12.109530340536365 0.17978161691917194 20.72149884105966 5.8595193420806089 15.458837529307859 3.8124677092946508 1.4502876069273032 19.72339118313176 1.2583399835602893 43.444726096768136 1.8275246269968193 7.5262105911806394 1.630177887753234 3.3974615824809007 11.160539788663298 0.9146427881605631 0.63112539425310377 2.5425130705480106 3.3194131943164384 0.21247697505350505 5.6751183084779795 7.6978359500617426 0.25206975678520294 0.1092612843549422 0.039991644007386529 0.044948275030036622 2.4200467857262984 12.540264157183627 5.6032885305285163 0.009152058546533115
leaf_count=61879 829910 5651 3364 442710 26877 184228 38329 19097 270118 20810 229718 38979 126169 22495 14444 49360 16426 11011 12261 36758 3151 79725 156207 4460 2093 232 1128 10530 57240 88767 179
internal_value=0 0.0101475 -0.000665356 -0.00779496 0.00197483 0.00250784 -0.00150118 -0.0179741 0.000876122 0.0065508 0.00655776 -0.00369438 -0.00746724 0.00154324 0.00809067 0 0 -0.00863451 0.00655535 0.00857644 0.0158864 0.00619951 -0.0049579 0.009212 0.00688042 0.0166228 0.00849755 0 -0.000852843 0 0.0064379
internal_weight=0 111.49 147.218 56.5168 99.3808 90.7012 20.9106 22.1718 34.345 69.7905 81.6175 17.7632 9.98486 5.4518 60.7977 57.1478 8.79226 8.15734 45.9872 68.5322 3.64993 25.5527 7.87762 65.2128 19.8776 3.43745 19.7683 20.8198 18.3998 7.77837 3.82162
internal_count=2864306 736269 2128037 990868 730618 1137169 245231 461807 529061 891938 403813 326805 176159 61003 309166 291339 175997 137180 241979 871128 17827 353064 159571 834370 273339 14676 271246 94647 84117 150646 38508
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2097728 1 736 17302822 8661432 96 20 1 1 5 4 27
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=34
num_cat=13
split_feature=2 10 0 2 3 2 0 0 1 0 1 0 7 1 1 1 0 0 3 1 7 3 3 0 3 3 3 0 1 0 3 3 3
split_gain=1.0887 0.625751 0.597988 0.813526 0.74493 0.641875 0.632506 0.458457 0.447532 0.411723 0.30141 0.405595 0.269868 0.175679 0.171636 0.163153 0.156739 0.392949 0.155216 0.132276 0.094433 0.0914596 0.0825812 0.0741631 0.0235635 0.0211891 0.0142834 0.0112849 0.00376983 0.00300422 0.00279209 0.0494009 0.00256315
threshold=0 1 5.5000000000000009 2 9.5000000000000018 3 15.500000000000002 1.0000000180025095e-35 4 4.5000000000000009 5 3.5000000000000004 6 7 8 9 9.5000000000000018 4.5000000000000009 1.5000000000000002 10 11 7.5000000000000009 6.5000000000000009 17.500000000000004 11.500000000000002 16.500000000000004 7.5000000000000009 4.5000000000000009 12 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 9 2 9 2 9 2 2 1 2 1 2 1 1 1 1 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 7 4 6 5 10 14 18 29 -10 11 12 -2 25 -4 30 17 22 28 -20 -12 -21 -17 26 -16 27 -18 -6 -1 -7 31 -9 -5
right_child=2 -3 3 32 13 8 -8 15 9 -11 20 -13 -14 -15 24 16 23 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0 0.022485125594426569 0 0 0.011148399311390311 0.00088154050675575454 0 0 -0.017754961715953959 0 0 0 0.013368486828735579 0 0.024383691824752994 0.007048818602838027 0.016551672802931471 -0.0051493544536247837 0 -0.011887633917741579 -0.0056650055614861309 0 0 0 0 0 0 0 0.00090938854003397892 0 0 -0.003505214950467891 -0.0032185280506712003
leaf_weight=2.1690456981359629 2.5301749208920228 12.391670263230479 1.3009042383309843 0.97441580132908967 1.4891967219409705 8.6586371603671086 1.5658825103055267 5.8747061057292802 62.393366204899849 3.043897627032492 1.8243743695475132 2.8894157774284386 14.684824928184304 1.5743376771351898 12.607442331594026 43.770575992094564 3.4577772385055141 11.105544724508944 1.8429414157380961 7.4513761507478158 8.7612689522184155 0.63096188531017094 2.5424138324979131 0.21398014469377802 0.043182846300624855 0.092932842509981017 0.039991644007386529 0.04831991709943384 5.5850854937161785 17.765544688754744 2.4200467857262984 12.479808053180021 5.1301086103958369
leaf_count=63149 29041 5651 17458 12717 18967 165777 27404 26948 946597 31505 28235 28736 198192 24003 128369 230551 14619 48935 39232 125873 180538 11010 12263 3194 487 2454 232 431 88388 225320 10530 57067 60652
internal_value=0 0.009793 -0.00075044 0.00653586 -0.00499504 -0.00824301 0.0134716 0.00181441 -0.0112821 -0.0146525 0 0.00647028 0.0122407 0.00540504 0.0205795 0.00628382 0.00773475 0 -0.00352503 -0.00732911 -0.00313719 -0.00849196 0.00609993 0.0156735 0.0196504 0.00809329 0.0164124 0.0109781 0 0 0 -0.000759883 -0.00239704
internal_weight=0 111.976 147.378 21.6219 125.756 122.552 15.5174 99.5843 91.8614 65.4373 30.6901 20.1044 17.215 3.20479 13.9515 81.9048 61.1303 57.4185 17.6794 9.92528 10.5856 8.08234 46.313 3.71175 12.6506 1.63045 3.49777 1.53752 7.75413 26.4242 20.7746 18.3545 6.10452
internal_count=2864525 737642 2126883 247087 1879796 1833941 173718 731991 1369199 978102 464742 255969 227233 45855 146314 404339 309794 291749 327652 176115 208773 136883 242814 18045 128856 21852 14851 19398 151537 391097 94545 84015 73369
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2097728 1 788774 25437328 273 736 4 706 519 96 20 12 27
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=26
num_cat=12
split_feature=2 0 1 1 0 2 1 3 3 1 0 7 3 3 3 2 10 3 3 1 3 7 1 3 3
split_gain=1.02748 1.46622 1.19809 0.640638 0.640633 0.608605 0.620087 0.593001 0.492297 0.348647 0.31496 0.239704 0.312836 0.234958 0.101856 0.0794358 0.0598729 0.0437999 0.0391605 0.0283438 0.0123056 0.00856121 0.0503266 0.0234232 0.00504905
threshold=0 3.5000000000000004 1 2 17.500000000000004 3 4 1.5000000000000002 6.5000000000000009 5 2.5000000000000004 6 5.5000000000000009 3.5000000000000004 11.500000000000002 7 8 13.500000000000002 6.5000000000000009 9 16.500000000000004 10 11 8.5000000000000018 8.5000000000000018
decision_type=9 2 1 1 2 9 1 2 2 1 2 1 2 2 2 9 9 2 2 1 2 1 1 2 2
left_child=1 5 15 21 17 6 11 -7 -8 10 20 19 16 -11 -15 -3 -13 -4 -17 -1 -9 -2 -23 -24 -21
right_child=3 2 4 -5 -6 7 8 9 -10 13 -12 12 -14 14 -16 18 -18 -19 -20 24 -22 22 23 -25 -26
leaf_value=0 0 0 0.025786326840108009 -0.013209424716296362 0 -0.013852194053004793 0.012819889289010148 0.010622514287216276 0 0 0 -0.011627907117674965 0 -0.0098368905614611146 0 -0.0059337305811858875 0 0 0 0.0038462033052479175 0 0 0.0051299821045242616 0 0
leaf_weight=1.7799332365284499 2.8140057524633448 1.9425430136016075 46.283296683657682 13.000568697132623 1.1530164138348471 14.108468447311678 68.318748037902424 23.33088382979987 4.831485459853865 9.5479560340845619 2.6857341618760975 18.651880019387136 2.3859707282663285 18.795698863987131 0.47129159421092381 9.3259320760989759 1.830215829526433 0.075394655039416558 0.65787977632135231 2.7387063255919206 0.055312140428212753 6.0311071407650161 8.0475041162580965 0.23812224337598387 0.066170234262244665
leaf_count=12696 34125 22865 294625 341385 20463 264481 551174 328092 34652 114574 27644 218893 18614 231698 6992 82023 1623 753 5033 27453 1354 83881 134594 4284 500
internal_value=0 0.00661363 0.0173375 -0.00589416 0.021074 0 0.00518832 -0.00459488 0.00951435 0 0.00593791 -0.000697636 -0.00617545 -0.00410013 -0.00866974 0 -0.0108833 0.0256621 -0.00398651 0.000923659 0.0105079 0 0.00125545 0.00354906 0.00278697
internal_weight=0 229.037 59.4381 30.1313 47.5117 169.598 100.603 68.9953 73.1502 54.8869 26.0719 27.4529 22.8681 28.8149 19.267 11.9264 20.4821 46.3587 9.98381 4.58481 23.3862 17.1307 14.3167 8.28563 2.80488
internal_count=2864471 2266202 425762 598269 315841 1840440 865605 974835 585826 710354 357090 279779 239130 353264 238690 109921 220516 295378 87056 40649 329446 256884 222759 138878 27953
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2887522 71 736 2100800 267 339 12 262146 1 256 4 128
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=27
num_cat=13
split_feature=7 0 4 1 2 2 1 2 3 3 0 0 0 2 9 0 3 0 3 3 6 2 1 3 3 2
split_gain=0.960288 1.09856 1.28645 0.919672 0.795576 0.685181 0.622236 0.972012 0.61289 0.456859 0.381918 0.365527 0.33705 0.325914 0.262313 0.187009 0.154455 0.188489 0.112492 0.0982385 0.0862801 0.0687392 0.0601688 0.0368735 0.0286132 0.00120306
threshold=0 8.5000000000000018 1 2 3 4 5 6 10.500000000000002 2.5000000000000004 5.5000000000000009 17.500000000000004 13.500000000000002 7 8 1.0000000180025095e-35 10.500000000000002 4.5000000000000009 12.500000000000002 1.0000000180025095e-35 9 10 11 13.500000000000002 9.5000000000000018 12
decision_type=1 2 1 1 9 9 1 9 2 2 2 2 2 9 9 2 2 2 2 2 9 9 1 2 2 9
left_child=3 6 4 21 11 12 7 9 13 19 18 22 15 -8 -15 -5 17 -9 -11 -2 23 -1 24 -17 -3 -10
right_child=1 2 -4 5 -6 -7 8 16 25 10 -12 -13 -14 14 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0 0.003130886175034691 0.038179455834323535 -0.00073629906258063657 0 0 0 0 -0.0098066067534997321 0.00054316382571629736 0.016825969213480452 0 0 0 -0.016349050203596945 0 0.029572420638531882 0 0 0 -0.0032285687231477637 0 -0.0038360816076211989 0 0 0 0
leaf_weight=2.2713825427754273 17.494527767669751 6.1785478604688251 3.2445699664112881 3.7925360679564681 2.5626578305164012 11.47047592513263 18.274969293664071 45.385495032233848 0.77808677830944362 28.178802604872551 2.1130501860061477 0.49979156978042816 0.55166130595716723 58.410261385729427 0.18798837475696828 22.458903027358243 1.0008771476914251 6.2224510885953341 0.31446180659804568 19.581672902485934 0.12848167279299616 6.7893135892281862 2.2926650467579712 0.054424943698903827 0.031503175541729322 0.42906154472802771
leaf_count=31281 144846 36398 36794 54136 32015 138279 299351 657400 8032 220906 9735 10159 7640 678208 597 126406 14422 66937 3044 184048 1286 74198 18998 461 169 8503
internal_value=0 0 0.0137907 0.0119353 0.0226737 0.0172224 -0.00328436 0 -0.00857662 0.00765634 0.0137912 0.0244627 0.0223704 -0.0120888 -0.0138369 0.0275311 -0.00606614 -0.00810802 0.0161975 0 0.0291221 -0.000135859 0.0324319 0.0294381 0.029823 0
internal_weight=0 213.181 14.8097 47.5172 11.5652 38.4565 198.372 120.291 78.0804 67.6825 30.6063 9.00251 26.986 76.8732 58.5982 26.4343 52.6088 51.6079 28.4933 37.0762 22.6418 9.0607 8.50272 22.5133 6.21005 1.20715
internal_count=2864249 2430562 134533 433687 97739 328208 2296029 1301338 994691 562579 233685 65724 189929 978156 678805 182289 738759 724337 223950 328894 128153 105479 55565 126867 36567 16535
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=12 2 37 527202 8652402 880 10756820 23168265 1 1 2099456 186 802
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=15
split_feature=2 0 1 1 0 2 3 3 1 3 0 7 1 1 3 10 7 3 3 2 3 3 1 3 0 7 1 3 0 2
split_gain=0.905508 1.1851 1.05917 0.601775 0.568791 0.495695 0.605734 0.578301 0.306379 0.334404 0.329436 0.305407 0.291174 0.192088 0.424023 0.502038 0.252553 0.530172 0.125527 0.0768966 0.0393576 0.0379781 0.0260838 0.0140217 0.0117092 0.00760363 0.0436668 0.0219878 0.00294095 0.00122102
threshold=0 3.5000000000000004 1 2 17.500000000000004 3 1.0000000180025095e-35 1.5000000000000002 4 3.5000000000000004 2.5000000000000004 5 6 7 5.5000000000000009 8 9 5.5000000000000009 11.500000000000002 10 13.500000000000002 6.5000000000000009 11 16.500000000000004 1.0000000180025095e-35 12 13 8.5000000000000018 1.0000000180025095e-35 14
decision_type=9 2 1 1 2 9 2 2 1 2 2 1 1 1 2 9 1 2 2 9 2 2 1 2 2 1 1 2 2 9
left_child=1 5 19 25 20 6 11 -7 9 29 23 22 -13 16 15 -15 17 -8 -11 -3 -4 -21 -1 -10 -16 -2 -27 -28 -18 -9
right_child=3 2 4 -5 -6 7 13 8 10 18 -12 12 -14 14 24 -17 28 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0 0 0 0.023420119916339188 -0.012834989636748362 0 -0.013386990820301174 0.014462270076989451 0.00050564429734719144 0.010372185948796681 -0.010976537643750848 0 0 0.017610347312907029 -0.014689340075133514 0 0 -0.00089980050064941946 0 0 -0.0058428032042531835 0 0 -0.0024328903183377711 0 0.0018732215521008067 0 0.0048232365749827193 0 0 0
leaf_weight=3.2550204777371619 2.8760370481122663 1.9379536729120446 47.743081481072295 12.772895018997589 1.141389521977543 13.871610644338487 13.666898137378665 7.7564013954252005 25.26359438748478 17.174096642973385 2.8447752303563894 6.174402630485929 16.954121738916918 20.395664413537816 1.0844460676726146 3.1834731867566068 6.3241524667300864 2.1227646727093097 0.41247359780572779 9.2879325802368804 0.075392621352874722 0.66306759338476773 4.0681826845993783 0.064679364277252627 3.3695337232275051 5.9578332625533221 8.1588225098043949 0.23910823325241004 20.711028993326181 1.1254597223924081
leaf_count=29237 35125 22816 299715 340361 20436 262011 95577 80106 361435 206276 29669 71003 155402 219484 16829 2328 94008 13663 6079 81991 753 5038 32934 1585 15817 83436 135265 4281 117459 24021
internal_value=0 0.00596738 0.0155117 -0.00572401 0.0190993 0 0.0046605 -0.00417083 0 -0.00372297 0.00560602 0.0124435 0.0140233 0 -0.00449797 -0.0104526 0.00256389 0.00750786 -0.00964684 0 0.0233005 -0.00392357 0 0.0102432 0 0 0.00118274 0.00330873 0 0
internal_weight=0 230.672 60.8488 30.0047 48.9599 169.823 101.31 68.5131 54.6415 26.4684 28.173 30.4517 23.1285 70.858 28.0331 23.5791 42.8248 15.7897 17.5866 11.889 47.8185 9.951 7.3232 25.3283 4.45398 17.2318 14.3558 8.39793 27.0352 8.88186
internal_count=2864140 2265672 430749 598468 320904 1834923 863741 971182 709171 316482 392689 288576 226405 575165 254458 221812 320707 109240 212355 109845 300468 87029 62171 363020 32646 258107 222982 139546 211467 104127
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=2887522 71 736 2100800 676 2 268 724 1 6 262146 812 4 128 262402
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=37
num_cat=19
split_feature=10 1 2 3 4 1 2 9 0 2 7 3 2 3 1 3 0 0 3 5 0 0 0 1 3 2 3 1 3 2 0 9 6 1 3 0
split_gain=0.861037 0.638809 0.876694 0.546207 0.73673 0.400471 0.585154 0.501837 0.505096 0.364247 0.381659 0.511611 0.340874 1.02018 0.257099 0.234638 0.177082 0.191586 0.165365 0.164691 0.106075 0.0528446 0.0661358 0.0364574 0.0346833 0.0278985 0.0270979 0.0266668 0.0231885 0.0313934 0.0182394 0.0169447 0.016385 0.0158778 0.0156804 0.0140767
threshold=0 1 2 4.5000000000000009 3 4 5 6 9.5000000000000018 7 8 5.5000000000000009 9 1.5000000000000002 10 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 11 12.500000000000002 1.0000000180025095e-35 11.500000000000002 12 3.5000000000000004 13 1.0000000180025095e-35 14 5.5000000000000009 15 17.500000000000004 16 17 18 1.0000000180025095e-35 13.500000000000002
decision_type=9 1 9 2 1 1 9 9 2 9 1 2 9 2 1 2 2 2 2 1 2 2 2 1 2 9 2 1 2 9 2 9 9 1 2 2
left_child=3 28 18 4 5 12 21 8 -8 10 11 23 13 26 25 -16 17 -14 32 -17 -15 -7 -23 -5 -18 34 -1 -12 29 -2 31 -13 35 -11 -6 -3
right_child=1 2 -4 9 14 6 7 -9 -10 33 27 30 16 20 15 19 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0 0 0.025945910431556765 0 0.001541660621332168 0 0 -0.017018633021453216 0 0 0 0 0.019544670994371294 0 0.01740206307953536 0 -0.020048627057315204 0.0040242836623110914 -0.0075553195033121181 0 0 0 0.0059085939986026053 0 -0.0023485830637828336 0 0 -0.0026350073683278604 -0.0023789968645692929 0 -0.0034609588211755356 0 0 0 -0.0019032218958849848 0.0039902284193613722 0
leaf_weight=12.681891558844654 0.33507803200336639 23.922231984397513 3.8095573674381766 11.204015378942129 0.2105265135996891 2.859884753993355 36.267516319247079 0.045563566696727231 3.6648415461877439 1.6214189672264181 3.4973597324296861 21.019383470709727 6.6232993303892718 27.917238596745396 1.4877396865977122 15.026992201770549 13.24264708677401 28.392384060014592 0.28695000313746177 0.64045581881146318 0.28546075963276862 7.7679522360904212 0.64271784573611501 4.0325662356008243 1.4810653895237926 2.8656031751834234 9.0276171679779509 7.1176491433598112 1.4894001605280207 5.5675846468620875 0.042846620992348927 0.039559703440324223 0.028038850090534306 3.8340591947508065 2.6952822945690968 0.024029892250836293
leaf_count=208742 418 35955 14804 112665 3560 79491 531451 324 37093 22517 37410 246578 84565 338674 27965 298972 30599 113151 570 13025 4960 134060 11624 53823 3127 65442 130272 91857 4908 16460 1479 275 154 64346 44023 321
internal_value=0 0.0128863 0.0159229 0 -0.00288715 0 -0.00467031 -0.00999086 -0.0142207 0.00675744 0.00922857 0.0126337 0.00379797 0.00787681 -0.0130882 -0.0142692 0 -0.00466906 0.0212425 -0.0189802 0.0168262 0.00142166 0.00413633 0 0.00281132 0 0 0 0 -0.0025414 0.0193518 0.019452 0.0258244 0 0.00254995 0.0258898
internal_weight=0 35.4629 28.0708 226.236 173.827 150.9 51.2485 39.9779 39.9324 52.4089 46.9534 36.3384 99.6516 49.9122 22.9266 17.1552 49.7394 35.0157 24.2613 15.6674 28.2027 11.2706 8.41067 15.2366 14.7237 5.77141 21.7095 10.615 7.39206 5.90266 21.1018 21.0589 23.9743 5.45548 2.90581 23.9463
internal_count=2865660 73590 51804 2792070 2161120 1708133 794043 568868 568544 630950 544087 414820 914090 682648 452987 339962 231442 197716 37000 311997 343634 225175 145684 166488 33726 113025 339014 129267 21786 16878 248332 246853 36430 86863 47583 36276
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 771 264706 2 928 2361408 1 8916978 5 8392058 65 1 936 11010 784 64 1 1 592
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=11
split_feature=2 1 1 7 3 0 0 2 3 2 2 3 3 0 0 0 0 3 0 7 3 3 7 3 0 0 3 3 3 6 6 3 0 3 3
split_gain=0.818529 0.757104 0.723449 0.659168 0.466953 0.409258 0.420368 0.691027 0.307563 0.28709 0.286378 0.174343 0.754426 0.197136 0.148541 0.14646 0.126393 0.111104 0.192165 0.243982 0.110162 0.0912482 0.0872911 0.0842537 0.0657245 0.0583894 0.0872602 0.0507212 0.0410046 0.0272048 0.0203733 0.0153578 0.0151645 0.0132047 0.00375601
threshold=0 1 2 3 15.500000000000002 9.5000000000000018 1.5000000000000002 4 6.5000000000000009 5 6 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 9.5000000000000018 13.500000000000002 1.5000000000000002 2.5000000000000004 9.5000000000000018 7 4.5000000000000009 1.5000000000000002 8 7.5000000000000009 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 9 10 10.500000000000002 15.500000000000002 7.5000000000000009 1.5000000000000002
decision_type=9 1 1 1 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 9 9 2 2 2 2
left_child=2 4 17 11 10 6 9 8 -8 21 -2 15 16 -14 -12 29 -13 18 19 -1 -18 -3 23 24 -19 28 -27 -23 -5 -4 -15 -9 33 -28 -7
right_child=1 5 3 25 -6 34 7 31 -10 -11 14 12 13 30 -16 -17 20 22 -20 -21 -22 27 -24 -25 -26 26 32 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 0 0 0.025662121378592879 -0.0044920857801978185 0 -0.0042065632196072828 0.018943577727557517 -0.0017729173598205522 0 -0.0064317047918750515 -0.017195459915023085 0 0 0.016527235436747188 0 0 -0.0070350927119942454 0.0089197547989330207 0 -0.0099306488813503558 0 0.0064736617333654937 0 0 0 0 0.0059749301567767893 0 0 0 0 0 0 0 0
leaf_weight=1.2532430094506708 2.444742795764796 9.7679493033097042 18.526472055258637 18.138587702874254 0.091043187798276359 4.4486803627296458 28.003646700139146 18.859707760491805 1.6963313361284225 11.297620504774384 36.415847628928532 15.209335906507929 1.5270087374046841 6.0336918162247457 1.6989621759385034 0.25779701248938991 20.524557453126366 3.0458517603419755 1.550070684743331 15.492108681657562 3.1799065912346114 24.469222358052779 8.1932289518081216 0.6058566579777106 0.37958630294451712 1.4438627153031109 3.0212921312595435 1.3770385566185712 0.48915630798364773 0.047091933916823758 0.057244278646976343 0.34004185725643665 0.13657129642524513 0.1104116965416323 1.9941942004388691
leaf_count=8737 39430 190976 130390 116574 2711 56014 276734 166014 13829 167500 637839 144256 21331 30927 23551 2413 96270 22520 11096 171431 12506 381542 60188 5581 2317 7156 12464 19905 4452 520 455 3035 1489 586 21399
internal_value=0 -0.00105763 0.00792603 0.0117957 -0.00949232 0.00191287 0.00569499 0.0102467 0.0147647 0 -0.0135553 0.0157111 0.00183705 0.0142767 -0.014235 0.0248771 -0.00139985 0 -0.00479635 -0.00805461 -0.00510386 0.00314706 0 0.0044525 0.00768085 0 0.000806153 0.0056385 -0.00339757 0.0255403 0.0163423 0 0.00518723 0.00562097 -0.00396185
internal_weight=0 142.905 119.223 88.703 40.6506 102.254 95.8116 48.8997 29.7 46.9118 40.5596 65.3631 46.5317 7.61794 38.1148 18.8314 38.9138 30.5199 18.2954 16.7454 23.7045 35.6142 12.2245 4.03129 3.42544 23.3399 4.71214 25.8463 18.6277 18.5736 6.09094 19.1997 3.26828 3.1317 6.44287
internal_count=2864138 2000479 863659 581789 703531 1296948 1219535 459612 290563 759923 700820 439068 305745 52713 661390 133323 253032 281870 191264 180168 108776 592423 90606 30418 24837 142721 21695 401447 121026 130910 31382 169049 14539 13050 77413
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=524896 270 83 5 10487954 27536784 1028 8 6 1 1
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=40
num_cat=18
split_feature=2 10 0 1 7 1 3 2 7 1 1 0 9 3 5 2 0 0 1 3 0 2 3 2 1 0 3 3 3 0 0 3 3 6 3 0 3 6 3
split_gain=0.818368 0.792657 0.61319 0.452285 0.435913 0.405698 0.662638 0.561199 0.362503 0.645328 0.314949 0.444113 0.301452 0.293019 0.262514 0.223219 0.744099 0.326421 0.210298 0.19243 0.172933 0.171308 0.284739 0.123156 0.094294 0.0938215 0.089617 0.0873184 0.0857412 0.0703738 0.0449947 0.046537 0.0214948 0.0182193 0.013258 0.0103264 0.00581422 0.00251812 0.00223664
threshold=0 1 10.500000000000002 2 3 4 3.5000000000000004 5 6 7 8 4.5000000000000009 9 19.500000000000004 10 11 2.5000000000000004 10.500000000000002 12 5.5000000000000009 2.5000000000000004 13 6.5000000000000009 14 15 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 17.500000000000004 4.5000000000000009 3.5000000000000004 8.5000000000000018 16 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 17 13.500000000000002
decision_type=9 9 2 1 1 1 2 9 1 1 1 2 9 2 1 9 2 2 1 2 2 9 2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 9 2
left_child=1 2 8 29 15 21 12 20 10 27 11 19 14 -11 23 16 18 24 25 -1 32 26 -23 -7 33 -2 -6 35 -29 36 31 -12 -8 -18 -17 -10 37 -4 -24
right_child=4 -3 3 -5 5 6 7 -9 9 13 30 -13 -14 -15 -16 34 17 -19 -20 -21 -22 22 38 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.017090920797804842 0.0061100163340798439 0.020785179638863574 0.02123774940491021 0 0.0072791698271579084 0 0.011824824182819681 -0.0067665395766556002 0.0051306841001903742 -0.015606826655018903 -0.0045611137753019974 0 0 0 0 0 0.024553956633388063 0 -0.006252442872208293 0 0 -0.0069171308759287788 0.00079134044952995609 -0.017781705217412427 0 0 0 -0.0043672689618292479 0 0 0 0 0 0 -0.001900782983333321 0 0 0 0
leaf_weight=6.7197884558945571 2.9842423762001991 12.978758912313422 2.1651475798862521 2.1277468884818509 17.533111798094527 3.0307370499672288 12.922510366815915 9.3371803797799675 7.0935419576635494 31.591512313138086 13.997720566945654 1.6082390913506968 0.069164591062871206 0.011061449878979057 1.3708335570881889 2.0969849069215361 4.5219331679509196 0.78344071159517614 7.9994287947665752 0.54798018219480571 3.6476584211468426 37.67687936349239 5.7165728461404788 29.324079130020436 2.0216361758375561 1.0167442924939676 6.4955706195960365 14.954124428371872 3.0547969571925924 0.15254967249529716 4.2336034997351808 4.4652520488634755 1.0320340222442599 0.033129119103250448 6.6955661612082622 0.10085142908610567 0.012388577913952648 0.0053555234117096387 0.29818014431293693
leaf_count=52901 46184 4714 7019 11020 193246 66988 167110 159861 48898 213605 89435 7538 520 101 28082 29288 39274 13888 103262 2618 26502 552837 79285 575242 22732 11353 63679 95559 15022 2138 12084 19984 15612 429 79568 368 38 14 6169
internal_value=0 0.00824469 7.26345e-05 0.0131472 -0.000832994 -0.00443903 -0.00867789 0 -0.0012179 -0.0060355 0.00195744 0.00842381 -0.0153586 -0.0120436 -0.0168359 0.00416711 0.00780828 0.017767 0 0.0153678 0.00762956 0 -0.00202751 -0.0182148 0.0202897 0.00226902 0.00462404 0 0 0.0157335 0 -0.00304702 0.011474 0.0189504 0 0.00484523 0.0211708 0.0212175 0
internal_weight=0 105.82 92.8417 4.46319 156.608 128.455 60.7342 26.9394 88.3785 56.8059 31.5726 8.87601 33.7948 31.6026 33.7256 28.1531 19.3606 7.36014 12.0004 7.26777 17.6022 67.7203 43.6916 32.3548 6.5767 4.00099 24.0287 25.2033 18.0089 2.33544 22.6966 18.463 13.9545 4.55506 8.79255 7.19439 2.18289 2.1705 6.01475
internal_count=2864167 583056 578342 20229 2281111 1935133 1039917 369085 558113 373553 184560 63057 670832 213706 670312 345978 237122 76323 160799 55519 209224 895216 638291 642230 62435 57537 256925 159847 110581 9209 121503 109419 182722 39703 108856 49266 7071 7033 85454
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=524864 1 152 12 224 10486018 6 354 540 1 1 2360626 291 8661128 36 728 1 1
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=28
num_cat=11
split_feature=2 1 0 1 0 2 1 3 1 0 2 2 2 3 7 3 2 0 3 3 3 3 3 3 3 3 3
split_gain=0.784034 1.20339 0.969402 1.13032 0.515499 0.499927 0.56069 0.446543 0.308949 0.192306 0.426759 0.188578 0.155972 0.140074 0.0758883 0.0681117 0.0678642 0.039954 0.0656393 0.0395729 0.0367264 0.035187 0.023568 0.0109635 0.00138605 0.000724464 0.000199938
threshold=0 1 3.5000000000000004 2 17.500000000000004 3 4 10.500000000000002 5 2.5000000000000004 6 7 8 3.5000000000000004 9 8.5000000000000018 10 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 6.5000000000000009 5.5000000000000009 5.5000000000000009 1.5000000000000002 16.500000000000004 16.500000000000004
decision_type=9 1 2 1 2 9 1 2 1 2 9 9 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 16 20 6 19 -8 17 10 22 13 14 -11 -2 -16 -4 24 -19 -1 -5 -18 -10 -12 -7 -21 -26
right_child=1 -3 3 4 -6 8 7 -9 9 11 23 -13 -14 -15 15 -17 21 18 -20 25 -22 -23 -24 -25 26 -27 -28
leaf_value=0 0 -0.014086848774154998 0 0.022382466294103589 0 0 -0.017608621776762097 0 -0.0024922292427508024 0.0083384239846751671 0.011493900811266035 -0.0047460025081189714 0 0 0.012417631575673651 0 -0.0056245258307419657 0 -0.0053442247854950413 0.0032248350706058876 0 0 0 0 0.00062392841551401962 0 0
leaf_weight=1.3726611157599098 1.7890331748076278 25.176530169301259 1.478255903975878 47.582531963176734 1.0869398779104802 4.754233196177668 18.545659687867563 0.67000659320183231 7.9443542752401282 3.2281698732113 70.395815663920985 12.468266457202846 1.4612083146730572 1.0056574410064056 10.026012390922455 0.26653893215188951 9.1968080635688203 2.2751427011698961 6.9714938309334684 8.7490583577032304 0.07395915736196812 0.67580011616701163 1.4618752426958961 12.348509623443531 10.740776921140419 0.011105613801192571 0.016509132126885429
leaf_count=27736 20743 504394 17977 291384 19836 60306 279329 9965 166894 34991 661777 42985 35800 10767 133984 2932 81850 18878 48453 112653 707 5039 25663 125155 123422 283 357
internal_value=0 -0.00473669 0.00561302 0.0142557 0.0182593 0 -0.00627631 -0.0121898 0.00361397 0.00607614 0.00799835 0 0.0045807 0.0039893 0.00751486 0.00935247 -0.000701827 0 -0.00319065 0 0.0222659 -0.00377324 0 0.0099213 0 0.00319526 0.000583158
internal_weight=0 38.7193 223.054 60.0943 48.7434 162.959 29.3485 19.2157 133.611 108.853 92.1506 16.7021 13.5428 4.23383 12.0816 10.2926 11.3509 24.7582 9.24664 10.1328 47.6565 9.87261 9.40623 82.7443 15.5115 8.76016 10.7573
internal_count=2864260 697853 2166407 416793 311927 1749614 429966 289294 1319648 1068232 979489 88743 193459 45758 157659 136916 104866 251416 67331 140672 292091 86889 192557 786932 184085 112936 123779
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2625378 608 71 524322 274 258 1088 2099264 8659088 4 2
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=29
num_cat=16
split_feature=7 0 4 1 2 2 3 1 2 1 2 9 3 1 0 0 2 0 0 1 0 3 6 2 3 3 3 9
split_gain=0.763567 0.951677 1.15607 0.825468 0.769168 0.694311 0.515838 1.00704 0.561322 0.451344 0.409855 0.375225 0.374772 0.341966 0.333673 0.312966 0.31035 0.221509 0.15034 0.120559 0.109233 0.0972979 0.0785063 0.0716216 0.0361587 0.0337993 0.028249 0.0151924
threshold=0 8.5000000000000018 1 2 3 4 1.5000000000000002 5 6 7 8 9 10.500000000000002 10 17.500000000000004 13.500000000000002 11 7.5000000000000009 1.0000000180025095e-35 12 7.5000000000000009 13.500000000000002 13 14 19.500000000000004 13.500000000000002 9.5000000000000018 15
decision_type=1 2 1 1 9 9 2 1 9 1 9 9 2 1 2 2 9 2 2 1 2 2 9 9 2 2 2 9
left_child=3 6 4 23 14 15 7 16 9 24 -9 -12 13 -10 19 18 20 21 -5 26 27 -11 25 -1 -8 -20 -3 -2
right_child=1 2 -4 5 -6 -7 8 10 12 17 11 -13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 0.0099497242222305084 0.035991781254316339 -0.00069339647738561518 0 0 0 -0.0029013641973380483 0 0 0.010293554106728367 -0.021260999625312433 0 0 -0.013110301689428417 0 0 -0.0016974437669346665 0 0.026951164313298283 0 0 0 0 -0.0039240976969962928 0 0 0 0
leaf_weight=2.3006373783846357 19.090693093858132 6.7590670166391646 3.2301827692790512 3.8002700878387321 2.5674526110760789 11.673822874547112 16.334233267296444 5.3994738986102675 11.657032398594311 75.112747002511696 39.818738481121272 0.099113150950869477 0.96377714572008599 22.142560172645972 0.49228780813973649 0.56887154585456201 5.7764873573232789 1.1471118701465446 23.538751177511582 2.3261038508971943 0.57003108996286656 0.460626699601561 0.12984124238938477 6.8316104913574236 0.018816515581419391 0.055380113210047877 0.033301782474154495 0.072877231323228098
leaf_count=31064 143353 37610 37161 54048 32686 138727 161386 113140 150049 738552 496357 314 16179 333236 10134 7786 121735 5941 129485 19022 2833 6699 1299 74348 517 461 169 151
internal_value=0 0 0.0122859 0.0101894 0.0208857 0.0152909 -0.00341242 -0.00880733 0 0.0043942 -0.0144679 -0.0174476 -0.00638053 -0.0106684 0.0229326 0.0203745 0.000707427 0.00789121 0.0251074 0.030342 0.00709896 0.00981218 0.0265133 -0.000282486 -0.000644416 0.0268199 0.0282031 0.00978571
internal_weight=0 214.073 15.4084 48.8992 12.1782 39.7669 198.664 70.8274 127.837 93.0735 45.3173 39.9179 34.7634 33.7996 9.61076 28.0931 25.5101 76.7205 27.5242 9.11847 19.7336 75.5734 23.724 9.13225 16.353 23.5941 6.79237 19.1636
internal_count=2864442 2427224 136782 437218 99621 331806 2290442 877883 1412559 913095 609811 496671 499464 483285 66935 193079 268072 751192 185293 56801 146337 745251 131245 105412 161903 129946 37779 143504
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=12 2 37 527202 8652402 608 10749912 522 2097220 1 288 8661760 186 1 2099456 1
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=30
num_cat=17
split_feature=10 1 2 3 4 0 1 1 2 2 2 1 3 0 3 3 1 7 5 2 0 3 2 3 0 6 0 0 9
split_gain=0.711759 0.561172 0.846719 0.518627 1.5123 0.534809 1.23478 1.02778 0.647224 0.567504 0.555613 0.266539 0.210286 0.19221 0.177822 0.161032 0.0953302 0.0801558 0.049299 0.0469759 0.0270666 0.0214015 0.0300714 0.0165289 0.0103904 0.00953008 0.00544717 0.00622668 0.000910423
threshold=0 1 2 10.500000000000002 3 8.5000000000000018 4 5 6 7 8 9 4.5000000000000009 17.500000000000004 1.5000000000000002 1.0000000180025095e-35 10 11 12 13 6.5000000000000009 5.5000000000000009 14 20.500000000000004 13.500000000000002 15 3.5000000000000004 8.5000000000000018 16
decision_type=9 1 9 2 1 2 1 1 9 9 9 1 2 2 2 2 1 1 1 9 2 2 9 2 2 9 2 2 9
left_child=3 21 12 4 5 7 10 9 17 14 13 -6 24 -7 -1 -13 -5 -9 20 -8 23 22 -2 28 25 -3 -14 -28 -18
right_child=1 2 -4 16 11 6 19 8 -10 -11 -12 15 26 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0 0 0.025772557324692864 0 0 0 0.032477125929020349 0 0 -0.012273188431520173 -0.0026601759394456626 0 0 0 0 0.010903147130666231 -0.020157645961349585 0.01544997548206916 0.0041708435529042567 0 -0.0042980472059366394 0 0 -0.0033626692748135742 0 0 0 0.0019285326663719118 0 0
leaf_weight=37.154994795304447 0.34511030643625418 17.646218377543843 3.8874987939198062 0.93242906786144797 1.4887578564157593 5.4723556431090401 1.211851720290724 7.0561528439884551 59.138990157863191 10.338599244111718 2.1017370199133438 1.763609314552929 5.9181708126488948 0.25893332674604597 58.342368303689 27.612348476606257 2.0478884450621981 6.0773228514817674 0.15631112384653612 5.9715187887577468 0.083232578052047645 1.4908566542417245 5.5208346654708293 0.050000335857475764 0.01790065219574799 0.016381640285557775 1.3877480553856001 0.18950518773635838 0.0027337450810612776
leaf_count=391411 418 22728 14793 13417 35305 24147 16286 132424 648070 205693 28750 32928 12759 6526 513726 579115 24018 82474 1606 52057 908 4908 16460 1779 244 79 984 206 22
internal_value=0 0.0112412 0.0142402 0 -0.00199704 0.000803805 0.0110441 -8.56079e-05 -0.00828556 0.0041994 0.0191489 -0.0162093 0.0195236 0.0246253 0.00772217 -0.016399 0.0111995 0 0.0110037 -0.00251757 0.0149621 0 -0.00244276 0.0152603 0.0256821 0.0257293 0 0.0013134 0.0154401
internal_weight=0 36.4202 29.0634 227.262 223.99 193.125 15.0164 178.108 72.2725 105.836 7.83303 30.8647 25.1759 5.73129 95.4974 29.376 3.2726 13.1335 2.34017 7.18337 2.18386 7.3568 5.86594 2.10062 17.6805 17.6626 7.49542 1.57725 2.05062
internal_count=2864241 73579 51793 2790662 2748912 2101564 127766 1973798 862968 1110830 59423 647348 37000 30673 905137 612043 41750 214898 28333 68343 26727 21786 16878 25819 23051 22807 13949 1190 24040
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 771 264706 2 154 880 10486824 10750930 527200 1 277 1 1 288 64 1 1
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=29
num_cat=11
split_feature=7 0 1 4 1 2 2 1 3 9 3 0 0 0 0 0 3 3 2 6 0 0 3 3 3 1 3 3
split_gain=0.67088 0.859271 1.11233 0.830745 0.767119 0.644862 0.474244 0.60533 0.515721 0.602282 0.340947 0.298472 0.242054 0.194299 0.134262 0.120762 0.114702 0.0852973 0.0691692 0.0690643 0.0412315 0.167395 0.0357963 0.0314578 0.0255744 0.0235074 0.0226017 0.00580304
threshold=0 8.5000000000000018 1 2 3 4 5 6 10.500000000000002 7 2.5000000000000004 8.5000000000000018 17.500000000000004 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 8 9 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 13.500000000000002 4.5000000000000009 10 9.5000000000000018 16.500000000000004
decision_type=1 2 1 1 1 9 9 1 2 9 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 1 2 2
left_child=4 6 3 12 18 11 7 10 9 -8 20 14 26 17 -6 -9 -4 -12 -1 23 22 -22 -2 -16 -18 27 -3 -10
right_child=1 2 16 -5 5 -7 8 15 25 -11 13 -13 -14 -15 19 -17 24 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 0.0040244104286899889 0.030023786989649977 0 0 0 0 -0.011701537330673566 0 0.0034534063193170776 0 0.015136724758879028 0 0 0 0.025930096332890087 -0.008195732898391336 -0.0066439141155743 0 -0.0038533492395834176 0 -0.0067408800167079886 0 0 0 0 0 0 0
leaf_weight=2.3075429990694829 3.6439942825281859 6.1407519931563002 1.5977044220835503 1.4000105146351414 3.7981437152029747 11.654138716723535 108.14244259045745 25.855610608801726 0.93166169945288835 0.18961151553867139 19.480170510763863 2.3605098695752522 0.36079055601840071 1.5966479466333101 22.385012611411181 13.546836245470329 5.3449449616146012 0.26758826825425686 6.7970791286079475 0.11924748802631313 11.799165225013896 10.250570745998628 1.5422743293947858 0.053818178983418785 0.82293629832747672 1.0484919631817313 0.032779598743218119 0.086241956361845951
leaf_count=31212 63498 39224 14933 16114 54124 138773 1702840 181428 11939 1237 113516 18072 6634 4175 120201 40724 52345 2233 74132 1189 74676 46229 27804 444 7291 16642 214 2267
internal_value=0 0 0.0115668 0.0188947 0.00947696 0.0144217 -0.00329431 0 -0.00692907 -0.00965398 0.00716871 0.0192787 0.028623 0.0128975 0.0241522 -0.00434802 -0.00161423 0.014517 -0.00022655 0.0255153 0 -0.0020809 0.00230491 0.0258008 -0.00600551 0 0.0299059 0.00239395
internal_weight=0 214.081 15.6999 7.93433 49.4755 40.3709 198.381 87.9829 110.398 108.332 48.5804 28.7167 6.53432 21.3444 26.3562 39.4024 7.76559 19.7478 9.10462 22.5581 27.236 22.0497 5.18627 22.4388 6.16788 2.0664 6.17353 1.0179
internal_count=2864110 2425963 136755 62186 438147 332803 2289208 554283 1734925 1704077 332131 194030 46072 119924 175958 222152 74569 115749 105344 121834 212207 120905 91302 120645 59636 30848 39438 14206
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=12 154 2 37 8652402 10494592 372 1 2099456 1 194
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=24
num_cat=12
split_feature=2 0 1 1 0 2 1 3 1 3 7 2 2 2 0 2 3 3 3 7 3 3 3
split_gain=0.648609 0.701946 0.809275 0.501263 0.433828 0.377945 0.523731 0.41734 0.345225 0.161984 0.158499 0.153339 0.116599 0.111574 0.199133 0.0703324 0.0412993 0.0339433 0.03175 0.00537752 0.0121799 0.00189727 0.000741762
threshold=0 3.5000000000000004 1 2 17.500000000000004 3 4 10.500000000000002 5 8.5000000000000018 6 7 8 9 1.5000000000000002 10 1.0000000180025095e-35 6.5000000000000009 13.500000000000002 11 8.5000000000000018 1.0000000180025095e-35 16.500000000000004
decision_type=9 2 1 1 2 9 1 2 1 2 1 9 9 9 2 9 2 2 2 1 2 2 2
left_child=1 5 15 19 18 6 16 -8 10 11 13 -10 21 14 -7 -3 -1 -17 -4 -2 -21 -12 -18
right_child=3 2 4 -5 -6 8 7 -9 9 -11 12 -13 -14 -15 -16 17 22 -19 -20 20 -22 -23 -24
leaf_value=0 0 0 0.018915849894819672 -0.011630357397067522 0 0.010553931419476763 -0.016700964339136575 0 0 0 0.00072868181547803624 0.0087711370276910422 -0.0071704137426260237 0 0 -0.0055785216599970391 0.0032949895153020327 0 0 0.0020631581816307636 0 0 0
leaf_weight=1.3285360072386545 2.9597370823885285 1.9654164976454922 50.6795014591371 12.053516564315034 1.1057253720300639 1.658470300910267 18.016763272220491 0.68121937248724762 20.503567839859898 3.0237925029705357 5.7316680891517562 74.84113120406937 17.090280971740867 3.7688761352073925 1.098561141247046 9.1772704995164496 8.7227330698992738 0.68571352536491836 0.076883339808772599 14.088972396464669 0.36843179919742475 13.574973320053685 0.011123900349048976
leaf_count=28158 35800 22652 303449 340550 20409 24789 274932 9965 293651 27889 39322 632691 261934 26830 9869 82215 116134 5038 753 218977 6378 83585 283
internal_value=0 0.00476986 0.0119965 -0.0049995 0.0153257 0 -0.0054746 -0.0114153 0.00307894 0.00617214 0 0.00763234 -0.00448641 0.00100809 0.00524438 0 0 -0.00375568 0.0188026 0 0.000993716 0 0.00326532
internal_weight=0 233.742 63.6905 29.4707 51.8621 170.052 28.7604 18.698 141.291 98.3685 42.9228 95.3447 36.3969 6.52591 2.75703 11.8284 10.0624 9.86298 50.7564 17.4171 14.4574 19.3066 8.73386
internal_count=2866253 2264548 434516 601705 324611 1830032 429472 284897 1400560 954231 446329 926342 384841 61488 34658 109905 144575 87253 304202 261155 225355 122907 116417
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2887522 71 736 524322 274 290 12 256 576 265472 262146 4
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=17
split_feature=10 1 2 3 4 0 2 1 1 2 2 3 1 3 0 3 1 5 0 2 5 0 3 2 3 0 6 0 0 9
split_gain=0.642061 0.522368 0.815216 0.514368 1.30502 0.442826 1.15234 0.888763 0.832865 0.619983 0.497838 0.403347 0.293895 0.279962 0.255055 0.174534 0.096184 0.0880981 0.0744059 0.0720583 0.0490772 0.026968 0.0198675 0.0295734 0.0163021 0.00996958 0.00900135 0.00471497 0.00607099 0.000902381
threshold=0 1 2 10.500000000000002 3 8.5000000000000018 4 5 6 7 8 5.5000000000000009 9 1.0000000180025095e-35 17.500000000000004 4.5000000000000009 10 11 1.0000000180025095e-35 12 13 6.5000000000000009 5.5000000000000009 14 20.500000000000004 13.500000000000002 15 3.5000000000000004 8.5000000000000018 16
decision_type=9 1 9 2 1 2 9 1 1 9 9 2 1 2 2 2 1 1 2 9 1 2 2 9 2 2 9 2 2 9
left_child=3 22 15 4 5 7 8 10 14 -9 11 -1 19 -14 -7 25 -5 -15 -12 -6 21 24 23 -2 29 26 -3 -17 -29 -18
right_child=1 2 -4 16 12 6 -8 9 -10 -11 18 -13 13 17 -16 27 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012728798371721384 0 0.024557595027268408 0 0 0.0038571713061170722 0.031344224113752768 -0.0031655335369819787 0 0 -0.011855854574591528 0 0 0 -0.021905947562386088 0 0 0.015297043154554317 0 -0.0031427722076940198 -0.0013052165687378135 0 0 0 -0.0032967560225654912 0 0 0 0.0018530645647691199 0 0
leaf_weight=43.624204733661827 0.34377870261232601 18.10655381386459 3.885585262556563 0.93533276637390284 3.3286641214886004 8.059323776438756 4.405271652245573 13.136621529265538 2.6601669177089198 58.669350954493893 9.3719646958552385 8.3264576249421207 1.4673401423770034 19.938954701457071 0.35974357472332563 5.87549543537716 2.0903704780648686 0.89251977806817251 45.332393824672181 4.5816825635793066 0.15737349171649917 0.083834189776098245 1.485126615856643 5.4896854028393136 0.049844266517538816 0.018124196520146962 0.016326130109532211 1.4106971036271714 0.19487819463938638 0.0027386390538616237
leaf_count=653343 418 22728 14791 13423 73140 34581 63365 213902 21930 647068 165978 95915 28147 429845 8978 12759 24126 18789 200059 93699 1606 907 4905 16460 1777 244 79 984 206 22
internal_value=0 0.0105556 0.0135009 0 -0.00206194 0.000432996 0.00989856 -0.000255509 0.0174395 -0.00790312 0.00361632 0.00874794 -0.015297 -0.0165325 0.0238948 0.0187013 0.0110428 -0.0213099 0 0 0.0108884 0.0148089 0 -0.00235466 0.0151084 0.0244684 0.0245153 0 0.0012214 0.0152872
internal_weight=0 36.8263 29.5077 227.474 224.155 193.945 15.4845 178.461 11.0792 71.806 106.655 51.9507 30.2092 22.2988 8.41907 25.6221 3.31949 20.8315 54.7044 7.91035 2.38416 2.22679 7.31859 5.83346 2.14295 18.141 18.1229 7.48107 1.60558 2.09311
internal_count=2864174 73574 51791 2790600 2748739 2105119 128854 1976265 65489 860970 1115295 749258 643620 476781 43559 37000 41861 448634 366037 166839 28438 26832 21783 16878 25925 23051 22807 13949 1190 24148
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 771 264706 2 527200 880 186 10486824 10750290 65 277 1 10626 1 64 1 1
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=13
split_feature=2 1 0 1 0 0 0 2 1 10 3 3 0 3 3 0 0 1 1 3 0 2 7 3 1 3 3 2 2 3
split_gain=0.596591 1.06978 1.04662 0.811373 0.391797 0.698264 0.353239 0.27473 0.495795 0.420608 0.581883 0.402857 0.26614 0.241448 0.11867 0.424173 0.352634 0.470015 0.295189 0.0927893 0.0706687 0.0665514 0.0507154 0.0390735 0.0293684 0.0275119 0.0122184 0.00187672 0.00114199 0.000722143
threshold=0 1 3.5000000000000004 2 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 3 4 5 3.5000000000000004 10.500000000000002 6.5000000000000009 7.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 6 7 11.500000000000002 1.5000000000000002 8 9 1.0000000180025095e-35 10 13.500000000000002 6.5000000000000009 11 12 16.500000000000004
decision_type=9 1 2 1 2 2 2 9 1 9 2 2 2 2 2 2 2 1 1 2 2 9 1 2 1 2 2 9 9 2
left_child=2 4 7 21 5 28 25 9 23 14 20 -10 22 -7 16 18 17 -1 -16 -17 -11 -4 -3 -9 -18 -5 -23 -6 -2 -25
right_child=1 12 3 6 27 13 -8 8 11 10 -12 -13 -14 -15 15 19 24 -19 -20 -21 -22 26 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0 0 0 0 0.021930728365154167 0 0.018056625255387981 0 0 -0.016265493627089577 0.018370014065664256 0 0 0 0 0 -0.0047264320473609711 0 -0.011796515300947982 0.011046656694294797 0 0 -0.004807895112114967 -0.014441151253861018 0.0032043833897628577 0.0022563553311317113 0 0 -0.00061697890512600443 -0.0005081589223823261 0
leaf_weight=9.6270216246521141 2.0262623712314962 1.1761156401717017 2.3361318241131812 37.208182265676442 1.0389852216594591 14.888416031789344 0.75521382513943436 1.3437453866536078 17.767080671252195 4.613600853681417 3.7782203754613874 0.68917046077331079 4.3712918341443574 0.64533541132004835 3.7748009324186569 13.023447917365043 9.6954583946389885 24.618624500824808 22.128125195911711 0.34577912092390839 2.9167929160212225 10.956673373837472 33.624870550669584 8.7567146698702309 17.685402579194037 0.056639879747307442 0.88623553829347734 9.3014205393556004 4.2243746051763109 0.011142286304676285
leaf_count=121103 42694 18555 26760 200037 7849 192182 11898 28328 271537 2794 2777 9965 46724 6668 55762 64183 60864 368505 242247 1757 1220 78316 617356 116155 77805 547 5368 92948 91019 283
internal_value=0 -0.00298025 0.00507995 0.0142741 0.00397102 0.0100577 0.017851 0 -0.00520918 0.00241359 0.0111712 -0.0110489 -0.0115963 0.0163828 0 0.00246526 -0.00289079 -0.00817353 0.0091002 -0.000875128 0.0170997 0 -0.0151366 0 0 0.021828 -0.00358289 0 0 0.00317472
internal_weight=0 71.2971 192.974 52.1991 32.1248 21.7844 38.02 140.775 28.5679 112.207 11.3086 18.4563 39.1723 15.5338 100.899 39.2722 61.6265 34.2456 25.9029 13.3692 7.53039 14.179 34.801 10.1116 27.3809 37.2648 11.8429 10.3404 6.25064 8.76786
internal_count=2864206 1115995 1748211 322926 433360 332563 212482 1425285 426268 999017 6791 281502 682635 198850 992226 363949 628277 489608 298009 65940 4014 110444 635911 144766 138669 200584 83684 100797 133713 116438
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=526178 624 85 1856 274 1 320 36 2 8 337 262144 262288
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=28
num_cat=13
split_feature=3 2 3 2 2 7 1 1 1 0 9 1 3 0 0 5 0 0 0 6 7 3 1 3 0 0 0
split_gain=0.551749 2.53831 1.33313 1.41606 1.06879 0.754985 0.974171 0.678707 0.364454 0.359282 0.332302 0.281303 0.119856 0.208975 0.118215 0.109116 0.0790729 0.0684402 0.0401068 0.0233599 0.0162413 0.00879176 0.00871658 0.0027137 0.00161389 0.00141885 0.00247651
threshold=1.0000000180025095e-35 0 1.5000000000000002 1 2 3 4 5 6 13.500000000000002 7 8 11.500000000000002 4.5000000000000009 10.500000000000002 9 17.500000000000004 9.5000000000000018 7.5000000000000009 10 11 20.500000000000004 12 16.500000000000004 4.5000000000000009 1.0000000180025095e-35 12.500000000000002
decision_type=2 9 2 9 9 1 1 1 1 2 9 1 2 2 2 1 2 2 2 9 1 2 1 2 2 2 2
left_child=1 5 4 7 18 22 -7 12 25 19 15 -5 13 -4 -13 -6 21 -10 20 -8 -2 -9 -1 24 -14 -3 -27
right_child=2 8 3 11 10 6 9 16 17 -11 -12 14 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0 0 0 -0.0074726858015333707 0 -0.02123608009748711 0 0.034641834173469513 0.012987029992057336 -0.016199830423368228 0 0 -0.014240225624795079 0.0021033982417807732 0 0 0 0 0 0 0 0.0046629207634188621 0 -0.0013672373033173039 0 0 0.0010923919728605808 0
leaf_weight=3.1103277557913316 0.3987749622483534 1.2708504743432056 27.256546774729031 7.4726544572840794 34.713425313597327 6.2748153433421976 27.163129323623252 101.79118419989663 11.765029378359031 0.45051423930089995 0.17362874407081008 20.134298559107272 0.36122662982233933 5.3466356307017113 0.61285551194850896 3.052240746039387 0.2894322987722252 0.85177295194080294 0.4870755184238077 0.028760201086703741 2.0396661744116509 0.031818813953576774 6.6292316898161516 0.072636614480870776 0.039164402693131706 2.6430675255587635 0.14090953927552607
leaf_count=24632 6808 42468 293894 94587 363080 68836 197581 945544 276886 4338 312 309835 4125 30169 6870 26577 6025 12856 7169 207 43078 1044 46369 1248 312 47760 2115
internal_value=0 0.008437 0 0.00334081 -0.0125563 0.0182817 0.0230598 0.00838417 -0.00824555 0.0285659 -0.0166443 -0.00766157 0 -0.00420607 -0.0111153 -0.0203607 0.0118178 -0.0125771 0.00250291 0.0345741 0.00481368 0.0129598 0 0.00172856 0.00197173 0 0.000657867
internal_weight=0 60.3284 204.273 163.408 40.8648 43.6568 33.9172 135.189 16.6716 27.6424 37.9393 28.2198 33.0762 32.6032 20.7472 37.7657 102.112 12.6168 2.92552 27.1919 2.43844 101.823 9.73956 0.473028 0.400391 4.05483 2.78398
internal_count=2864725 724048 2140677 1693653 447024 341963 270962 1282361 382085 202126 389969 411292 329748 324063 316705 389657 952613 289742 57055 197788 49886 946588 71001 5685 4437 92343 49875
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=8391234 788466 2105380 2 261 550 545 1 288 1 1 4 588
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=30
num_cat=19
split_feature=10 2 3 4 0 1 1 2 2 2 0 3 1 3 1 0 2 1 1 2 1 1 5 2 0 3 0 3 9
split_gain=0.530937 0.524966 0.517562 1.14008 0.372902 1.12577 0.723128 0.625831 0.56254 0.438685 0.372847 0.368197 0.27742 0.267913 0.25757 0.173111 0.111399 0.109261 0.0974872 0.0684551 0.0652382 0.0622968 0.0486071 0.0469122 0.0270216 0.0159976 0.0118076 0.00517632 0.000895342
threshold=0 1 10.500000000000002 2 8.5000000000000018 3 4 5 6 7 3.5000000000000004 5.5000000000000009 8 1.0000000180025095e-35 9 17.500000000000004 10 11 12 13 14 15 16 17 6.5000000000000009 20.500000000000004 12.500000000000002 10.500000000000002 18
decision_type=9 9 2 1 2 1 1 9 9 9 2 2 1 2 1 2 9 1 1 9 1 1 1 9 2 2 2 2 9
left_child=2 21 3 4 6 8 9 -8 15 11 14 -1 19 -14 -3 -6 -15 -11 -4 -5 26 -2 24 -7 25 28 27 -12 -20
right_child=1 10 18 12 5 23 7 -9 -10 17 20 -13 13 16 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.011610057528451054 0 0 0 0.0037624786731767267 0.029872174967075889 0 9.205551184103612e-05 -0.01148450749645784 0 0 0.0086903440084257592 0 0 0 -0.009790932041963827 0 -0.019878419640445677 -0.0043218808197182084 0.01511370054607163 -0.0012588906088707083 0 0.016872521924442253 0 -0.0044860166882078976 0 0 0 0 0
leaf_weight=44.362041700129794 3.6940529726489331 5.284714659806923 0.94032508649615831 3.3682031074326915 6.1822392446338199 1.2403492371104219 12.949854647329174 58.254979992547305 2.137923805477838 36.505596467605301 4.0365864671111922 8.3881667321656987 1.4621988444432705 4.1320784590034174 13.19978549441476 0.25652996703502129 16.163870950014832 18.516706870554117 2.1414430196309686 4.5607638385718019 0.81061260627939091 10.416125615134659 0.15801717472095411 6.061548958754428 0.085115914887864963 0.049549887451575958 0.066648894842728512 0.028675502702753763 0.0027526018529918641
leaf_count=660180 1031 15374 13366 73550 24700 16309 213216 643275 29050 218642 5540 95895 27930 101828 45571 6628 343232 148892 24112 93885 2136 3237 1578 51973 907 1772 572 96 22
internal_value=0 0.0093803 0 -0.00221237 2.5218e-05 0.00895169 -0.000502546 -0.00740557 0.0173205 0.00283216 0 0.00781029 -0.0145561 -0.0158018 -0.00721534 0.0227221 -0.020472 -6.19944e-05 0.0108507 0 0.00587074 0.014382 0.0107505 -0.00276275 0.0146235 0.0149267 0.00648626 0.00859878 0.0151038
internal_weight=0 37.5372 227.92 224.543 194.856 15.8786 178.977 71.2048 8.57669 107.773 23.427 52.7502 29.6871 21.7581 18.4845 6.43877 20.2959 55.0223 3.3772 7.92897 4.94252 14.1102 2.43688 7.3019 2.27886 2.19375 4.13191 4.06526 2.1442
internal_count=2864499 73557 2790942 2749185 2108760 128660 1980100 856491 60378 1123609 69289 756075 640425 472990 60945 31328 445060 367534 41757 167435 8344 4268 28391 68282 26813 25906 6208 5636 24134
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 576 2 154 880 10486824 527200 10750290 65 80 5243973 832 277 10626 248 576 1 288 1
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=30
num_cat=15
split_feature=7 0 1 1 2 9 1 3 2 0 1 3 1 0 0 2 3 0 2 0 2 6 2 3 3 3 3 0 1
split_gain=0.533478 0.694982 1.00944 0.679732 0.62095 0.449632 0.588497 1.1789 0.559094 0.814199 0.52217 0.430363 0.47094 0.365747 0.317544 0.248945 0.166381 0.11198 0.105416 0.105223 0.0677094 0.0639673 0.0399486 0.0296561 0.0204933 0.019903 0.00368423 0.0028078 0.000342853
threshold=0 8.5000000000000018 1 2 3 4 5 3.5000000000000004 6 1.5000000000000002 7 10.500000000000002 8 17.500000000000004 8.5000000000000018 9 9.5000000000000018 9.5000000000000018 10 1.0000000180025095e-35 11 12 13 13.500000000000002 3.5000000000000004 9.5000000000000018 20.500000000000004 6.5000000000000009 14
decision_type=1 2 1 1 9 9 1 2 9 2 1 2 1 2 2 9 2 2 9 2 9 9 9 2 2 2 2 2 1
left_child=3 5 13 20 14 6 8 -8 9 16 -11 12 -10 18 19 26 -2 -4 25 -5 -1 23 -19 -21 27 -3 -9 -7 -13
right_child=1 2 17 4 -6 24 7 15 11 10 -12 28 -14 -15 -16 -17 -18 22 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0 0.013054622660115148 0.028346856272735862 0 0 0 0.0055545735049939687 -0.021396200838556364 0.0083679180794499139 0 0.0036160764285269849 -0.0078137752086004739 0.00028959450182039758 -0.012936403680489164 0 0 -0.0026062026679848633 0 0 0 0.023933054935927164 -0.0038154370954126987 0 -0.0060782263649217169 0 0 0 0 0 0
leaf_weight=2.3379495035578657 37.185253496361383 6.6111228406334703 1.6429928505604063 3.7939774402329993 11.773458718791515 0.31445470885910154 25.963319395373219 9.67349384207591 25.766566581075949 18.837106050479633 33.717137228180945 0.88150171951565426 40.39444997883129 0.71696098820029863 2.4713920041394877 4.1501781513979941 0.62388237754203046 0.37865354294626741 1.2387713893440357 23.226005147164866 6.7781844064884353 0.12082171423208876 5.7786130443164438 0.055469845994592926 0.19404488896725525 0.03079196240469162 0.021205638497122759 0.024763098987023113 0.53105051613238063
leaf_count=31329 334227 37692 11759 54439 139904 929 543663 112022 349718 86805 122961 11773 624471 11243 18237 86906 3481 7154 14125 121550 74187 1218 54895 444 681 179 729 85 7960
internal_value=0 0 0.00988202 0.00816354 0.0129123 -0.00325517 -0.00522303 -0.0123121 0 0.00346232 -0.000766159 -0.00611931 -0.00953612 0.017267 0.0176441 0 0.0120133 -0.00168684 0.0240448 0.0223219 -0.000250891 0.0235238 -0.00597722 0.023804 0.00479592 0.0221845 0.00663781 0.00546833 0
internal_weight=0 214.676 16.3979 50.5573 41.4411 198.278 197.745 39.8082 157.937 90.3634 52.5542 67.5736 66.161 8.59765 29.6677 13.8449 37.8091 7.80026 7.88069 27.1963 9.11613 23.4023 6.15727 23.2815 0.533263 6.64191 9.6947 0.339218 1.41255
internal_count=2864766 2423458 137047 441308 335792 2286411 2284716 743320 1541396 547474 209766 993922 974189 63239 195888 199657 337708 73808 51996 177651 105516 123212 62049 121994 1695 37871 112751 1014 19733
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=12 154 37 8652402 1 992 8662664 96 768 2097922 527202 2099456 1 32 192
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=22
split_feature=10 3 4 1 2 3 2 1 7 2 0 1 2 9 1 1 3 3 2 2 1 1 3 2 3 5 0 3 2 3 0 6 0 0 9
split_gain=0.501191 0.490959 1.05573 0.479044 0.774177 0.344341 1.23945 0.496478 0.897098 0.784759 0.460531 0.791139 0.38458 0.355122 0.273282 0.265235 0.255074 0.162425 0.150977 0.127584 0.0982267 0.0878735 0.0724316 0.0712822 0.0637455 0.0486996 0.026704 0.0213568 0.0294537 0.0158589 0.00928375 0.00836678 0.00345574 0.00565787 0.000888748
threshold=0 10.500000000000002 1 2 3 1.5000000000000002 4 5 6 7 1.5000000000000002 8 9 10 11 12 1.0000000180025095e-35 4.5000000000000009 13 14 15 16 2.5000000000000004 17 6.5000000000000009 18 6.5000000000000009 5.5000000000000009 19 20.500000000000004 13.500000000000002 20 3.5000000000000004 8.5000000000000018 21
decision_type=9 2 1 1 9 2 9 1 1 9 2 1 9 9 1 1 2 2 9 9 1 1 2 9 2 1 2 2 9 2 2 9 2 2 9
left_child=1 2 5 27 17 6 10 12 9 -9 21 -12 22 15 23 -8 -16 30 -10 -18 -3 -1 -7 -4 -14 26 29 28 -2 34 31 -5 -19 -34 -22
right_child=3 20 14 4 -6 7 13 8 18 -11 11 -13 24 -15 16 -17 19 32 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0 0 0 0.0038369827505617066 0.022799257251140362 0 0 0 0.016338402612717847 0 0 -0.00089700695401537852 0.013836340741960475 -0.0096425310042897866 0 0 -0.018697239847942346 0 0 -0.0058153828828818284 -0.019384497428160018 0.014995491369195557 -0.0040974818035609036 0.0059700522539332616 -0.0012953276395317776 0 0 0 0 -0.0033413525810365181 0 0 0 0.0017021136275909622 0 0
leaf_weight=6.1762805121070414 0.35421758903976297 0.94329705599011415 3.3370865580959617 18.787625760014631 3.9211179390331408 0.73524126613665464 1.4951185514000827 59.684032205640506 6.0000697941904946 8.6999473711975934 10.448360649976165 29.373410882746612 22.003745406882452 0.0090421771819845231 1.4710223427709994 20.267244035052503 4.0956246406694783 5.8775675342458262 9.8927524563714524 15.8197853871443 2.1744578504112715 14.219522593705735 3.0279670403233467 4.5772109409699624 2.7795046034534598 0.1597261518545573 0.084832766029648954 1.4962908949728442 5.5101559403701685 0.049536609272763488 0.018324885842956884 0.016474497064350113 1.4567118463346558 0.20336875757675432 0.0027553899053621702
leaf_count=100837 418 13377 73236 22728 14776 14794 20714 514914 60885 193631 81601 151243 194146 165 28264 440360 100805 12759 54156 340540 24124 210615 49335 94303 25321 1587 908 4898 16460 1772 244 79 984 206 22
internal_value=0 0 -0.00204719 0.009205 0.0122357 4.42865e-05 -0.00270142 0.00428841 0.00779215 0.0125355 0.00274134 0.00880272 -0.000815472 -0.0142017 -0.0139994 -0.0188623 -0.0152919 0.0173644 -0.00161493 -0.0198657 0.0107265 -0.000791553 0.00282547 0 -0.00740237 0.0106607 0.0145073 0 -0.00244026 0.0148089 0.0227117 0.0227578 0 0.00104475 0.0149856
internal_weight=0 227.528 224.113 37.6419 30.2812 194.812 81.989 112.823 84.2768 68.384 60.2176 39.8218 28.5465 21.7714 29.3007 21.7624 21.3864 26.3601 15.8928 19.9154 3.41461 20.3958 3.76321 7.9143 24.7833 2.47131 2.31158 7.36066 5.86437 2.22675 18.8224 18.8041 7.53765 1.66008 2.17721
internal_count=2865207 2791655 2749865 73552 51776 2112717 1005535 1107182 823586 708545 544296 232844 283596 461239 637148 461074 469609 37000 115041 441345 41790 311452 64129 167539 219467 28413 26826 21776 16878 25918 23051 22807 13949 1190 24146
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=1 2 771 264706 2099808 579 3 11013930 325 262352 1 65 512 1330 4195397 277 581 10626 1 64 1 1
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=29
num_cat=15
split_feature=7 0 1 1 2 9 3 2 1 0 0 3 2 0 1 2 6 2 1 3 3 3 3 6 1 0 0 0
split_gain=0.47673 0.652655 0.973357 0.627605 0.565102 0.451586 0.498643 0.369915 0.446425 0.350173 0.291842 0.111772 0.109762 0.089807 0.0891367 0.0652973 0.0597888 0.0573147 0.0395069 0.0280208 0.0231539 0.0207486 0.0192702 0.0146647 0.00553912 0.00511072 0.00284525 6.80661e-08
threshold=0 8.5000000000000018 1 2 3 4 10.500000000000002 5 6 17.500000000000004 8.5000000000000018 1.0000000180025095e-35 7 1.0000000180025095e-35 8 9 10 11 12 13.500000000000002 4.5000000000000009 3.5000000000000004 9.5000000000000018 13 14 6.5000000000000009 6.5000000000000009 1.5000000000000002
decision_type=1 2 1 1 9 9 2 9 1 2 2 2 9 2 1 9 9 9 1 2 2 2 2 9 1 2 2 2
left_child=3 5 9 15 10 6 7 14 24 12 13 -4 22 -5 -2 27 19 18 25 -15 -13 26 23 -3 -9 -8 -7 -1
right_child=1 2 11 4 -6 21 17 8 -10 -11 -12 20 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=4.6859270282750745e-06 -6.3743114621328639e-05 0.027565703198840275 0 0 0 0.0055381150459727271 0.0077515541397709664 0 -0.014415439996112179 0 0 -0.0065726721487396611 0 0.022574042060759882 0.004145828371986804 -0.0037421356453714791 0 0 0 0 0 0 0 0 -0.0009884008095415865 0 0 0
leaf_weight=0.99844085231234236 6.0287276507651768 6.8345680556922179 1.6520833717095254 3.7965375113472026 11.718298859188506 0.31909019174690811 1.5529656551607329 21.696066824976697 55.755132966414294 0.71184877455016327 2.4677265008758686 5.317590650769489 1.2262952555447517 23.814228574583463 11.849279584976559 6.7424852718395414 0.12051134437207167 0.99613090609091104 0.6136327224903656 0.055911997014844839 0.84100120599759964 0.19739111344642879 0.030865708955388871 0.023393797191600174 99.305418512878077 0.03192938868778572 0.025173446620101458 1.3306963310587887
leaf_count=17281 100397 37932 14919 54707 138981 904 13275 220115 798976 11255 18077 51624 14061 124062 191367 74189 1228 17814 5870 444 7263 698 179 124 934557 161 86 13988
internal_value=0 -7.19643e-05 0.00931484 0.00758149 0.0121764 -0.00329628 -0.0052599 -0.00702794 -0.00826154 0.0167142 0.0166573 -0.00170848 0.0232793 0.0210669 0 -0.000160585 0.0221734 0.00242086 0.00426524 0.0224468 -0.00598263 0.00476677 0.021539 0.0274847 -0.000685648 0.00580469 0.00545047 0
internal_weight=0 215.009 16.6376 51.0448 41.9732 198.371 197.829 194.635 176.757 8.82697 30.2549 7.81068 8.11512 27.7872 17.878 9.07162 23.9907 3.19466 2.19853 23.8701 6.15859 0.541655 6.88883 6.85796 121.001 1.5849 0.344264 2.32914
internal_count=2864534 2421577 137357 442957 337499 2284220 2282532 2245412 1953648 63551 198518 73806 52296 180441 291764 105458 125734 37120 19306 124506 58887 1688 38235 38056 1154672 13436 990 31269
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=12 154 37 8652402 1 10494080 929 527202 139 2099456 1 802 234 1 32
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=28
num_cat=13
split_feature=3 2 3 2 2 7 1 1 1 0 9 1 0 3 0 5 0 0 0 6 7 1 3 3 0 0 0
split_gain=0.46054 2.15829 1.09354 1.21057 1.01804 0.680883 0.908685 0.532279 0.349596 0.335728 0.314153 0.25473 0.109057 0.0994458 0.19391 0.088791 0.0696175 0.0545123 0.0399953 0.0221913 0.0167151 0.00876086 0.00776165 0.00271092 0.00160789 0.00143511 0.00249041
threshold=1.0000000180025095e-35 0 1.5000000000000002 1 2 3 4 5 6 13.500000000000002 7 8 10.500000000000002 11.500000000000002 4.5000000000000009 9 17.500000000000004 9.5000000000000018 7.5000000000000009 10 11 12 20.500000000000004 16.500000000000004 4.5000000000000009 1.0000000180025095e-35 12.500000000000002
decision_type=2 9 2 9 9 1 1 1 1 2 9 1 2 2 2 1 2 2 2 9 1 1 2 2 2 2 2
left_child=1 5 4 7 18 21 -7 13 25 19 15 -5 -13 14 -4 -6 22 -10 20 -8 -2 -1 -9 24 -15 -3 -27
right_child=2 8 3 11 10 6 9 16 17 -11 -12 12 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0 0 0 -0.0070672639653058039 0 -0.020307445817566737 0 0.031861716360992914 0.011517847621850777 -0.015365409241120925 0 0 -0.013647410912808983 0 0.0020648537594533407 0 0 0 0 0 0 0.0046737548864482555 -0.0013706881773489219 0 0 0 0.0010966348607334092 0
leaf_weight=3.0908620744457949 0.40371446399331035 1.2565717588568075 27.006255888410124 7.5570036612625699 33.958646195914298 6.2648057047572365 28.364608530940131 103.52094721100912 11.35327279926878 0.46376880376737872 0.18323436609716637 19.790145936135566 0.62791887940875213 0.37268215011499606 5.3426628452161813 3.0804644291638388 0.2896588169332962 0.88578501396295983 0.48568073147180246 0.030064629576378787 2.0353139879412092 6.6304358380975827 0.031897206263237332 0.074315296240456519 0.039797942761651939 2.6416870278226274 0.14105178081445036
leaf_count=24556 7092 42848 294121 93977 359769 69300 200161 950583 273437 4297 318 308123 6937 4125 29984 26578 6073 12989 7120 220 43156 46237 1044 1248 312 48039 2190
internal_value=0 0.0074855 0 0.00267582 -0.0116629 0.0166194 0.0210775 0.00746589 -0.0076044 0.0262882 -0.0158716 -0.0073292 -0.0106312 0 -0.00381649 -0.0194987 0.0104678 -0.011945 0.00250483 0.0317938 0.00481178 0 0.0114912 0.00168257 0.00193115 0 0.000661637
internal_weight=0 61.1229 204.8 164.653 40.1471 44.8445 35.1232 136.678 16.2784 28.8584 37.2223 27.9751 20.4181 32.8357 32.3489 37.0391 103.843 12.2391 2.92471 28.3947 2.43903 9.7213 103.553 0.486795 0.41248 4.03931 2.78274
internal_count=2864834 724274 2140560 1696527 444033 344771 273978 1287490 379503 204678 386665 409037 315060 329790 324105 386347 957700 286426 57368 200381 50248 70793 951627 5685 4437 93077 50229
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=8391234 788466 2105380 2 261 550 545 1 288 1 1 4 588
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=35
num_cat=18
split_feature=3 3 2 7 1 7 1 1 2 2 3 2 1 5 0 2 3 0 3 7 5 0 3 1 0 0 3 0 1 2 9 0 0 0
split_gain=0.459692 0.62632 1.92177 0.627163 0.855326 0.625848 2.89173 2.23242 1.67825 1.56196 0.95597 0.65265 0.340148 0.337254 0.312457 0.220997 0.16278 0.119656 0.0973947 0.0971433 0.0582319 0.0568568 0.0493109 0.0680148 0.0461495 0.036294 0.0220238 0.0150682 0.00838337 0.00278452 0.00250772 0.00148484 0.00136112 0.00243357
threshold=10.500000000000002 1.0000000180025095e-35 0 1 2 3 4 5 6 7 5.5000000000000009 8 9 10 13.500000000000002 11 8.5000000000000018 15.500000000000002 9.5000000000000018 12 13 9.5000000000000018 9.5000000000000018 14 17.500000000000004 6.5000000000000009 20.500000000000004 8.5000000000000018 15 16 17 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002
decision_type=2 2 9 1 1 1 1 1 9 9 2 9 1 1 2 9 2 2 2 1 1 2 2 1 2 2 2 2 1 9 9 2 2 2
left_child=1 2 3 28 -5 6 8 11 10 29 17 18 32 -11 -6 -8 -17 -3 24 20 25 -14 23 -13 -7 26 30 31 -1 -9 -2 -10 -4 -34
right_child=19 5 12 4 14 7 15 9 27 13 -12 22 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35
leaf_value=0 0.016485136646448913 0.0383144835535279 0 0 0.029733985945667826 0.012579677724123627 0 0.00074906016470646837 0 -0.024580755119634409 0 -0.005180294451775095 -0.014996166193966504 0 0 -0.016577921765744567 0 0 0 0 0 0 0 0 0 0 0 0 -0.001341033543203553 0 0 -0.0025582017124445374 0.00107810779072374 0
leaf_weight=3.0914259744449737 2.6210264487672226 13.366815156814479 1.2504661913053494 6.2510589555604383 29.319835088675976 39.245215740508684 3.7271504470154468 9.6268582929519635 1.9947390923653072 61.398266068636076 1.9710049915829593 10.619359298626476 11.173670297048375 3.7396511323668156 0.46595999527198628 21.51960410010998 0.53513081343225977 0.13186201442295065 0.38295226491209078 0.94578631469812569 0.17343705064558967 0.87025716451353297 0.12320875632576545 9.2145588522471424 0.17465410841941675 0.10458144592848828 0.062263358999189111 0.60362857676409465 6.6164440536376787 16.653182439893502 0.0070260698939840207 5.9173850916295123 2.6476691309671883 0.14071568227336673
leaf_count=24721 27705 96046 42719 68697 208941 358055 47351 176209 45147 529066 14940 164140 272604 28650 4294 223366 5943 2152 3691 10521 1599 12816 1433 118588 3053 1005 2203 6022 46215 207457 45 59160 47952 2089
internal_value=0 0 0.00665802 0.0153921 0.0196193 -0.00308121 0.00243687 -0.00643559 0.0187427 -0.0148341 0.0279614 0.00420127 -0.00728213 -0.0211251 0.0246063 -0.0103449 -0.0130152 0.0378951 0.0102163 0.0120409 0.0117065 -0.0116148 -0.001604 -0.00368919 0.0122964 0.0158673 0.0162382 -0.00106663 0 0 0.01646 -0.00241006 0 0.0006443
internal_weight=0 262.773 61.8275 45.7447 36.0369 200.945 49.7673 151.178 23.9854 91.418 15.4697 59.7599 16.0828 65.1379 29.7858 25.7819 22.0547 13.4987 39.8028 3.91412 2.96833 12.0439 19.9571 19.8339 39.4199 2.7949 2.69032 8.51575 9.70787 26.28 2.62805 7.91212 4.03885 2.78838
internal_count=2864595 2821517 731048 352868 281932 2090469 500127 1590342 223467 941382 113138 648960 378180 557716 213235 276660 229309 98198 364799 43078 32557 285420 284161 282728 361108 30958 29953 110329 70936 383666 27750 104307 92760 50041
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=8391234 2 261 10 661 328 10748474 5346641 2893732 545 1 8651792 5 1 72 588 1104 1
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=38
num_cat=14
split_feature=10 3 2 0 1 2 0 9 1 1 2 0 0 0 0 3 7 1 3 1 3 5 0 3 3 3 0 3 3 0 0 3 3 3 3 7 9
split_gain=0.451804 0.503914 0.478423 0.355561 0.297426 0.469044 0.619172 0.283272 0.247538 0.109735 0.105182 0.416641 0.643149 0.283161 0.470628 0.261686 0.139891 0.101365 0.0931354 0.0638534 0.0588997 0.0478744 0.0402713 0.0392376 0.0948417 0.0345346 0.0264864 0.0155395 0.0133788 0.0115599 0.0111163 0.0107751 0.0169838 0.0137399 0.00504318 0.00262243 0.000871481
threshold=0 10.500000000000002 1 3.5000000000000004 2 3 4.5000000000000009 4 5 6 7 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 7.5000000000000009 8 9 1.0000000180025095e-35 10 2.5000000000000004 11 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 6.5000000000000009 20.500000000000004 9.5000000000000018 12.500000000000002 15.500000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 10.500000000000002 12 13
decision_type=9 2 9 2 1 9 2 9 1 1 9 2 2 2 2 2 1 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9
left_child=1 4 9 8 10 25 7 18 -4 -2 11 12 -1 14 35 -14 -16 -3 -7 29 22 26 -15 -13 -25 -6 27 36 30 34 -27 32 -8 -33 -5 -12 -19
right_child=2 17 3 19 5 6 31 -9 -10 -11 13 23 15 20 16 -17 -18 21 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 -38
leaf_value=0 0 0 0 0.0083796483881820524 0 0 0 0 -0.0096469569270260236 0.01593357840655248 0.00071966034772232988 0 0.015918647880004511 0.0063912981109506524 0 0 -0.009839434839348989 0.014669581279088909 -0.018107176125605199 0 0 0 0 -0.0060862962966296069 0 0.0036073495575246815 0 0 0 0 0 0.0025726253708940111 -0.0021788118989018563 0 0 0 0
leaf_weight=11.192795001710691 3.8064867264183704 0.95733119651413201 5.3284543206682429 4.1338323038871749 6.7640438448079321 14.991092944647788 5.5221554433646833 0.078842224966591767 13.114969534777634 10.817787541127471 10.63470843845789 3.7460966616981777 26.071637825524252 1.9537540362307479 14.4444887493446 0.80592038727263471 50.90583134825556 2.265837150900551 32.263584064459792 0.81037663622373557 0.68891676514431299 0.16098400186274453 0.33498232608690148 6.2028097587026405 6.084155716247551 15.362243638898684 0.086192686338108504 0.049699155408234108 0.21997789577290028 0.06784407380655455 0.15951392786519214 7.0406191546244363 5.7763474630992278 0.31815690576513578 0.029023880750173592 3.3930671462503588 0.002766100307783125
leaf_count=245385 1031 13308 15374 5540 130335 291699 43575 653 45562 3237 174882 53575 397994 4527 62443 11660 220975 24160 521817 2125 2103 1572 3186 85078 66141 263159 911 1771 3075 572 2924 51438 58299 2725 96 51620 22
internal_value=0 0 0.00844641 0 -0.00237244 -0.00585784 -0.00945328 -0.0146733 -0.00713722 0.0132867 0 0.0030729 0.00870687 -0.00115503 -0.00496454 0.014276 -0.00881081 0.0103688 -0.0158805 0.00557195 0.00308354 0.0104157 0.00528703 -7.62459e-05 -0.00304716 0 0.0141788 0.0144834 0.00274771 0.00624761 0.00324429 0 0 0.0016983 0.0082875 0 0.0146597
internal_weight=0 228.479 38.1088 23.4845 224.956 88.4966 65.9908 47.3335 18.4434 14.6243 136.459 54.1034 38.0704 82.3557 79.3781 26.8776 65.3503 3.52281 47.2547 5.04108 2.97765 2.56548 2.28874 16.0331 12.287 22.5058 2.4045 2.3183 15.7417 4.2307 15.5218 18.6573 11.2985 7.35878 4.16286 14.0278 2.2686
internal_count=2864549 2791012 73537 69269 2749268 1369699 970206 814169 60936 4268 1379569 859833 655039 519736 509920 409654 283418 41744 813516 8333 9816 28436 7713 204794 151219 399493 26864 25953 269158 6208 266083 156037 101874 54163 5636 226502 24182
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 576 912 25960832 1 80 576 10488954 2 277 248 1 5 1
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=32
num_cat=17
split_feature=3 2 3 7 1 1 7 3 3 1 9 1 3 0 2 1 7 10 0 3 3 3 5 0 0 2 3 1 0 9 2
split_gain=0.425043 0.525259 1.18378 1.319 1.64761 1.51422 0.984816 0.856195 0.732966 0.69986 0.912438 0.552394 0.322136 0.272305 0.154747 0.0999072 0.0998109 0.0917841 0.0804874 0.0703697 0.279132 0.0642005 0.0568719 0.035857 0.0353292 0.0328965 0.0216501 0.00751312 0.00393822 0.00243283 0.000278028
threshold=10.500000000000002 0 1.0000000180025095e-35 1 2 3 4 5.5000000000000009 5.5000000000000009 5 6 7 7.5000000000000009 13.500000000000002 8 9 10 11 15.500000000000002 4.5000000000000009 1.5000000000000002 8.5000000000000018 12 6.5000000000000009 12.500000000000002 13 20.500000000000004 14 12.500000000000002 15 16
decision_type=2 9 2 1 1 1 1 2 2 1 9 1 2 2 9 1 1 9 2 2 2 2 1 2 2 9 2 1 2 9 9
left_child=1 2 6 5 8 7 15 18 14 19 12 -8 -11 -13 -5 30 22 -6 -4 20 27 -7 23 26 -22 -10 29 -3 -21 -2 -1
right_child=16 9 3 4 17 21 11 -9 25 10 -12 13 -14 -15 -16 -17 -18 -19 -20 28 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00026074667335228909 0.016254911915987155 0 0.029312761307358538 0.00014054693313631786 -0.019004620807579243 -0.0051722186320089097 0 0 0 -0.019355520990658272 0 0.025510952191631214 0 0 -0.0046443295468070632 -0.0046266725362783213 0 0 0 -0.00094162899001384913 0.0086407240930055709 0 0 0 0 0.013408484180064668 0 -0.0012698678158395611 0 0 0
leaf_weight=0.89315228527811996 2.6855594627231745 4.5569704920444565 11.746805073870743 3.9361128328073391 46.50952252350271 13.21857922316485 5.7765151985322518 1.4052114782589349 0.76451764394732891 35.716502349200709 0.076823401027012461 32.110038089554109 2.348434768500737 0.48312334637921495 32.319439547637558 7.1736502119238139 0.95466435563139418 11.773291102517758 0.12058689900550312 14.41610238364046 21.542967815213164 0.25930840536239053 0.1720438562788339 0.10492349255582656 0.20106812562698806 5.8433267300497382 0.062142449392922461 6.5911523919030497 0.082405710163585222 0.0069198893124869923 2.1285046007851638
leaf_count=12817 27888 83160 68749 59654 358745 103831 58280 7643 11485 815631 602 241287 39501 4339 228237 54798 10586 20886 1882 196171 284613 1458 1623 1012 2839 22659 2273 130643 1371 44 9493
internal_value=0 0 0.00291792 -0.000670179 -0.00727776 0.00930943 0.0132048 0.0201027 0.00251643 -0.00521161 -0.0117035 0.0173308 -0.0177308 0.0211607 -0.000448268 -0.000413764 0.0118028 -0.0156258 0.0289403 0 0.00334499 -0.00279585 0.0115421 0.0156391 0.00821853 0.0147023 0.0160098 0 0 0.0162303 0
internal_weight=0 261.994 176.462 127.897 101.146 26.7505 48.565 13.2726 42.8634 85.5324 38.1418 38.3697 38.0649 32.5932 36.2556 10.1953 3.98625 58.2828 11.8674 47.3907 32.8922 13.4779 3.03159 2.85955 21.744 6.60784 2.75462 11.1481 14.4985 2.69248 3.02166
internal_count=2864200 2820774 1266243 885229 701666 183563 381014 78274 322035 1554531 855734 303906 855132 245626 287891 77108 43426 379631 70631 698797 501255 105289 32840 31217 287452 34144 30205 213803 197542 27932 22310
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=28060162 2 332 660 2 897 1 260 2367488 584 5 1 1 2107392 768 1 10487810
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=34
num_cat=18
split_feature=3 2 3 7 1 1 1 3 7 3 1 9 3 0 2 7 0 10 7 3 3 3 5 0 0 2 3 1 2 0 0 9 2
split_gain=0.407625 0.468646 0.975775 1.14432 1.53896 1.42553 0.904214 0.821333 0.723293 0.705256 0.613548 0.865554 0.305009 0.222207 0.14349 0.0996123 0.0736832 0.0696527 0.0693735 0.0624405 0.0582236 0.262842 0.0559952 0.0353023 0.0340052 0.0325767 0.0213551 0.00753082 0.00584809 0.0516489 0.00366899 0.0024046 0.000347133
threshold=10.500000000000002 0 1.0000000180025095e-35 1 2 3 4 5.5000000000000009 5 5.5000000000000009 6 7 7.5000000000000009 13.500000000000002 8 9 15.500000000000002 10 11 8.5000000000000018 4.5000000000000009 1.5000000000000002 12 6.5000000000000009 12.500000000000002 13 20.500000000000004 14 15 1.0000000180025095e-35 12.500000000000002 16 17
decision_type=2 9 2 1 1 1 1 2 1 2 1 9 2 2 9 1 2 9 1 2 2 2 1 2 2 9 2 1 9 2 2 9 9
left_child=1 2 6 5 9 7 18 16 13 14 20 12 -12 -8 -5 22 -4 -6 -1 32 21 27 23 26 -23 -11 31 -3 -10 -30 -22 -2 -7
right_child=15 10 3 4 17 19 8 -9 28 25 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 30 24 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34
leaf_value=0 0.016079434108795001 0 0.028212757420536468 0.00011572544079239704 -0.018082096503927742 0 0.025441582167738674 0 0 0 -0.018568240699405453 0 0 0 -0.0044645385041830795 0 0 0 -0.0038158478689420215 0 -0.00090902207094219016 0.008286360568253227 0 0 0 0.013197131577050797 0 -0.0012713532574975847 0 -0.0040249226550664388 0 0 -0.0045986612176828539
leaf_weight=0.39918413458872237 2.7349296410302473 4.5735944889647726 12.104220998373417 3.9470050324762269 45.649305704300787 0.7733707095576392 28.956322186986657 1.4093495752549632 3.235429164587913 0.75551841947890352 35.081307786207162 0.078050177246494878 2.3493800039304906 0.39422649038715363 32.183716867982184 0.95279240763738915 0.11522624515055291 11.773609683639732 8.8609678965995009 0.25991343084206242 14.401490953569006 21.711586931697642 0.17142287465321748 0.10452600345524832 0.20236945291981001 5.9286883068580201 0.062018045609875005 6.5918545043864452 1.0590783925817939 6.4542808743735804 0.080918677900627567 0.0069198893124865482 12.393578530572084
leaf_count=5155 28027 83372 69433 59882 357360 8134 200042 7691 39753 11406 812171 619 39555 3191 228361 10608 1835 20888 107598 1472 196368 286104 1620 1011 2841 22740 2281 130586 13136 13608 1365 44 95921
internal_value=0 0 0.00282621 -0.000288977 -0.00667628 0.00881078 0.0120686 0.0193032 0.0160317 0.00257655 -0.00486151 -0.0109823 -0.0169568 0.0210593 -0.000259807 0.0116504 0.0278628 -0.0148799 -0.000535355 -0.0027027 0 0.00303812 0.0114171 0.0154673 0.00786421 0.0144628 0.0158355 0 0 -0.00110943 0 0.0160549 -0.0050584
internal_weight=0 261.724 176.653 127.294 100.238 27.0557 49.3595 13.6288 40.0993 42.8149 85.0706 37.5087 37.4307 29.3505 36.1307 4.03261 12.2194 57.4229 9.26015 13.4269 47.5618 33.0794 3.07982 2.90839 21.914 6.68421 2.80387 11.1654 10.7488 7.51336 14.4824 2.74185 13.1669
internal_count=2864178 2820587 1267606 885123 700637 184486 382483 78959 269730 322389 1552981 852345 851726 203233 288243 43591 71268 378248 112753 105527 700636 502903 32983 31363 288945 34146 30352 213958 66497 26744 197733 28071 104055
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=28060162 2 332 660 263 5 897 1 2367488 5 1 8 1 2107392 768 10487810 1 262144
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=32
num_cat=15
split_feature=7 0 1 1 3 1 2 2 9 2 1 0 0 3 0 0 3 1 2 0 2 0 6 2 2 3 3 0 3 3 3
split_gain=0.414862 0.617075 0.912533 0.56068 0.48311 0.623395 0.893551 0.466408 0.374436 0.354917 0.33612 0.324084 0.32279 0.292133 0.290174 0.287452 0.2794 0.278452 0.107187 0.100338 0.0777168 0.109872 0.0589247 0.0396673 0.0334944 0.0326748 0.0189699 0.0159665 0.049229 0.0240278 0.00239452
threshold=0 8.5000000000000018 1 2 1.5000000000000002 3 4 5 6 7 8 17.500000000000004 3.5000000000000004 8.5000000000000018 8.5000000000000018 1.0000000180025095e-35 10.500000000000002 9 10 9.5000000000000018 11 6.5000000000000009 12 13 14 13.500000000000002 9.5000000000000018 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004
decision_type=1 2 1 1 2 1 9 9 9 9 1 2 2 2 2 2 2 1 9 2 9 2 9 9 9 2 2 2 2 2 2
left_child=3 4 11 24 5 20 -7 14 -8 10 27 18 13 -12 15 -5 17 -11 26 -4 21 -2 25 -21 -1 -17 -3 29 -29 -6 -14
right_child=1 2 19 7 9 6 8 -9 -10 16 12 -13 30 -15 -16 22 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32
leaf_value=0 0.0069947323223408303 0.026907276190379303 0 0 0 0 -0.020994729094389718 0 0 0 0.012705593436857014 0 0 0 0 0.021822680680582372 0 -0.011102998321540469 0 0 0 0 0 -0.0057433854888012219 -0.0026914568762369043 0 0 -0.00030963931801941414 0.0030842658480665164 -0.0033237750957178722 -0.00079080466458432896
leaf_weight=1.7121944700293168 12.039522792683782 7.0246785603485478 1.6282276030960954 4.2677481773598656 1.5731155627327087 13.310980559510424 39.566415306969247 10.597942689014415 0.08721118513676529 11.671635051710835 45.374998272061475 0.67250541925750518 2.8662557648476641 3.0579248401045325 2.5395160949756237 25.785103202584651 1.0632090442923061 20.739536306685295 1.207564426602399 0.3771206230558164 4.2733822553755099 0.91080881815469261 0.12344078564274852 5.6160271269909572 6.2378155464220981 0.067716546729569838 0.031116526783080078 5.1053027085044986 21.397046477386539 6.2021839240796908 8.2895315475034277
leaf_count=20621 82683 38121 11729 65252 36540 233187 491757 125835 209 159156 507992 10845 15436 30080 18329 143090 16231 324454 14020 6990 71326 3624 1285 53895 64903 574 179 42086 125240 105442 43018
internal_value=0 0 0.00950105 0.00724006 -0.00294102 -0.00823794 -0.0118404 0.0114769 -0.0171908 0 0.00376718 0.016452 0.00737341 0.0108578 0.0153474 0.0194438 -0.00473798 -0.00868095 0.0227984 -0.00131768 0 0.0038311 0.0214065 -0.0055484 0 0.0216749 0.0211051 0 0 -0.00205589 0
internal_weight=0 214.086 16.5572 51.3315 197.529 70.1883 52.9646 43.3815 39.6536 127.341 93.8664 8.93586 59.5887 48.4329 32.7835 30.244 33.4744 32.4112 8.26336 7.62138 17.2237 12.9503 25.9763 5.99315 7.95001 25.8528 7.0558 34.2776 26.5023 7.7753 11.1558
internal_count=2864129 2424240 135779 439889 2288461 882786 725153 354365 491966 1405675 905834 63165 596526 538072 228530 210201 499841 483610 52320 72614 157633 86307 144949 60885 85524 143664 38300 309308 167326 141982 58454
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=12 154 36 544 23177284 10749554 1 10749912 778 288 527202 10748674 1 32 2304
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=26
num_cat=16
split_feature=3 10 1 2 0 1 2 1 2 1 2 2 9 0 7 5 2 0 3 3 2 0 3 3 9
split_gain=0.396323 0.4391 0.604897 0.709001 0.225996 0.746186 0.554073 0.466208 0.390655 0.344963 0.439177 0.262466 0.231185 0.182893 0.100637 0.0556615 0.0412665 0.0351063 0.0214669 0.0176613 0.0285885 0.0109168 0.0041895 0.00243596 0.00238365
threshold=10.500000000000002 0 1 2 10.500000000000002 3 4 5 6 7 8 9 10 17.500000000000004 11 12 13 6.5000000000000009 20.500000000000004 5.5000000000000009 14 13.500000000000002 4.5000000000000009 9.5000000000000018 15
decision_type=2 9 1 9 2 1 9 1 9 1 9 9 9 2 1 1 9 2 2 2 9 2 2 2 9
left_child=1 4 19 21 6 8 7 -1 13 10 -8 -11 -9 23 15 17 -7 18 24 20 -3 22 -4 -6 -2
right_child=14 2 3 -5 5 16 9 12 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0 0.015942216191269815 0 0.020840479452175514 0 0.023059389530467815 0 0 -0.013246579123686434 0 0 0.0094340075003597271 -0.0064274104080294416 0 0 0 0 -0.0055132886340922005 0 0 0 -0.0032868946624590809 0 0 0 0
leaf_weight=27.460804540349272 2.7736236004730004 0.36296462874452118 19.568626411939483 3.8190467555687091 4.1240197079514473 0.35676207710457675 6.9277016937703593 70.223627122304151 1.864495318075569 20.388498726728816 44.064923620416721 42.283878040651871 0.10289192240452294 0.36738432546735555 0.95617862165454415 0.17211234432215894 5.5062735784886154 0.1049532393390108 0.062929468238507869 1.4685589910022825 5.4841756317109684 0.025605991564588204 7.2526515532808835 0.004732591572974231 0.0069230537137644479
leaf_count=173332 28004 418 22807 13931 17002 6662 159495 626147 26148 342634 696905 632014 346 7785 10623 1622 60331 1013 2287 4629 16450 321 13302 27 44
internal_value=0 0 0.00716943 0.0116071 -0.00188011 0.00181507 -0.00353518 -0.00788113 0.0121484 0 0.00549793 -0.00260955 -0.0112205 0.0168479 0.0115057 0.0113117 -0.00406791 0.0153268 0.0156956 -0.000694032 -0.00239437 0.0164913 0.0194461 0.0230423 0.0159177
internal_weight=0 261.658 37.9816 30.6659 223.676 12.2237 211.452 97.7873 6.36063 113.665 50.9926 62.6724 70.3265 4.49614 4.07672 3.12054 5.86304 2.94843 2.84348 7.3157 5.84714 26.8469 26.8213 4.12875 2.78055
internal_count=2864279 2820686 71858 50361 2748828 117955 2630873 799825 50962 1831048 856400 974648 626493 24814 43593 32970 66993 31348 30335 21497 16868 36430 36109 17029 28048
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 771 264706 152 1593900 770 527200 625 4293697 29426755 1 5 1 32 64 1
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=27
num_cat=8
split_feature=2 1 0 3 0 3 1 1 0 0 0 1 0 2 3 3 3 3 1 3 3 2 0 0 3 3
split_gain=0.399658 1.01662 0.726999 0.621015 0.429773 0.342548 0.381938 0.336577 0.135202 0.132934 0.121573 0.117537 0.363764 0.0971784 0.0909339 0.0453769 0.0047331 0.0100625 0.00410668 0.233953 0.00484874 0.00286868 0.00227223 0.0148887 2.6734e-05 0.00181001
threshold=0 1 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2 3 13.500000000000002 17.500000000000004 6.5000000000000009 4 2.5000000000000004 5 8.5000000000000018 13.500000000000002 4.5000000000000009 10.500000000000002 6 2.5000000000000004 20.500000000000004 7 4.5000000000000009 12.500000000000002 2.5000000000000004 11.500000000000002
decision_type=9 1 2 2 2 2 1 1 2 2 2 1 2 9 2 2 2 2 1 2 2 9 2 2 2 2
left_child=2 4 11 5 13 7 -7 8 -4 15 -3 12 16 14 -2 -5 -1 -18 24 -20 -21 -6 -9 -24 -13 -26
right_child=1 10 3 9 21 6 -8 22 -10 -11 -12 18 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 -25 25 -27
leaf_value=0.00078225775348331617 0.014510524386146133 -0.014044084181344233 0.014329908628916775 0.018231772528057907 0 0 -0.010782612007722694 0 0 0 0 7.467325715244808e-05 -0.010167932767407045 0 0 0 -0.001408847675058745 0 0 0.008433274989485668 0 -0.00078660846249650361 -0.0022217668919246041 0 -0.00060605791320594404 0
leaf_weight=47.34751317330074 14.531139237996284 31.649530507746022 6.7253526443419105 28.32344604270839 0.89252097497956129 3.5412045396969916 9.3084295679527695 1.9210287739788325 0.46460065563769593 0.34600451040205271 4.8727587120974922 17.943950776013025 11.170166558047638 0.94187920590138752 0.30049510214121333 0.11477865780034235 20.696722844770196 1.3193324089825171 16.51536625817835 15.180186392930406 0.027697271643774779 6.362291165505666 4.7651801113024703 0.51008844791613217 19.277933530982413 0.41546204565201961
leaf_count=489559 180477 588107 39265 143720 6146 23512 84732 13329 4944 7033 48576 139238 71391 30292 3098 1102 211837 12818 296662 203420 960 61001 33664 4607 161008 3750
internal_value=0 -0.00258305 0.00401067 0.0115087 0.00469771 0 -0.00668244 0.00583655 0.0101669 0.0173049 -0.0111501 0 -0.00216979 0.0114022 0.0112363 0.0179994 0 0 0.00235768 0.00314662 0.00836684 0 0 -0.000802585 0 0
internal_weight=0 59.5506 205.914 56.0201 23.0283 27.2359 12.8496 14.3863 7.18995 28.7842 36.5223 149.894 80.5337 15.7735 14.8316 28.4382 69.3636 22.0161 69.3606 31.7232 15.2079 7.25481 7.1963 5.27527 37.6373 19.6934
internal_count=2864248 917697 1946551 355908 281014 204053 108244 95809 44209 151855 636683 1590643 785605 213867 183575 144822 714214 224655 805038 501042 204380 67147 51600 38271 303996 164758
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2631522 608 130 568 864 8652944 128 262144
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=32
num_cat=16
split_feature=3 2 10 0 1 3 5 1 9 7 1 2 3 2 0 1 7 3 3 1 0 5 0 0 3 3 3 3 9 5 0
split_gain=0.381163 0.427787 0.618617 0.33844 0.620147 0.41863 0.40266 0.331977 0.331249 0.320925 0.2449 0.342 0.664675 0.179838 0.156785 0.12694 0.101632 0.0791916 0.0653536 0.135779 0.160756 0.0554022 0.0350518 0.0329715 0.0240759 0.0211785 0.0133441 0.00575154 0.00236248 0.00105254 0.000530313
threshold=10.500000000000002 0 1 10.500000000000002 2 4.5000000000000009 3 4 5 6 7 8 1.5000000000000002 9 11.500000000000002 10 11 8.5000000000000018 5.5000000000000009 12 10.500000000000002 13 6.5000000000000009 17.500000000000004 8.5000000000000018 20.500000000000004 9.5000000000000018 2.5000000000000004 14 15 11.500000000000002
decision_type=2 9 9 2 1 2 1 1 9 1 1 9 2 9 2 1 1 2 2 1 2 1 2 2 2 2 2 2 9 1 2
left_child=1 2 3 4 24 6 -6 23 9 18 11 12 -11 -12 -13 17 21 -4 19 -3 -21 22 25 -5 -1 28 -20 29 -2 30 -10
right_child=16 8 15 7 5 -7 -8 -9 27 10 13 14 -14 -15 -16 -17 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0043248904026044052 0.01575471429833367 0 0.01897656762079656 0.015634450220671951 -0.013980416696876325 0 0 0 0.0028536657116519297 -0.00052974134860548294 0 -0.0087316398776465364 0.013078993979628304 -0.011405187198090309 0 0 0 0 -0.001990810054531676 0.0090055780042128022 0 0 0 0 0 0 0 0 0 0 0
leaf_weight=24.620631143588074 2.8266565591129607 4.5900384277883868 7.754141175040786 2.8558162807930789 47.848643140186141 11.473596884723518 5.7849484746147928 2.026151497848331 0.13975526102785707 10.210440145204304 4.9102035462847198 21.489802252048325 18.634551788135468 68.343126026035861 1.0227657742943836 4.7745629563123639 0.95941694021166757 0.19232002589706088 3.6690264500793996 19.532678026479527 0.97211190626694488 0.17367284161628083 0.10616839921385679 0.098977173285675124 0.2912180880048244 0.062882248534151475 0.18741754308575753 0.11033259603209444 0.0069492981838282777 0.018579588293505367 0.0092045178462285548
leaf_count=158245 28049 78563 1853 4094 285995 38572 25164 8512 714 135284 114031 365456 198624 1109863 15818 1549 10556 49 36515 220309 15230 1585 1014 1843 1708 2177 1893 786 44 85 71
internal_value=0 0 0.00411094 0 -0.00257476 -0.00776442 -0.0115666 0.00860259 -0.00303151 -0.00522882 -0.00706995 0 0.00457244 -0.00994856 -0.00562884 0.0144043 0.0113126 0.0145378 0 0.00344413 0.00576562 0.0111677 0.0151372 0.0117283 0.00319012 0.015509 0 0.00238409 0.0157302 0.00275884 0.00282224
internal_weight=0 261.561 107.721 95 90.019 65.1072 53.6336 4.98094 153.84 153.562 124.611 51.3576 28.845 73.2533 22.5126 12.721 4.13575 7.94646 28.9513 25.0948 20.5048 3.17633 3.00266 2.95479 24.9118 2.89649 3.85644 0.277872 2.83361 0.167539 0.14896
internal_count=2864251 2820826 527584 524133 509684 349731 311159 14449 2293242 2291586 1939076 715182 333908 1223894 381274 3451 43425 1902 352510 314102 235539 32869 31284 5937 159953 30270 38408 1656 28093 870 785
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=2630144 1 582 1 152 1 12 161 8391944 16777364 184 5 39 1 1 1
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=21
num_cat=6
split_feature=2 1 0 0 1 0 3 0 3 1 0 2 3 3 3 3 3 3 3 1
split_gain=0.381505 0.933405 0.639017 0.624291 0.60009 0.265519 0.252644 0.199969 0.145364 0.108155 0.35462 0.0998281 0.0252569 0.0242361 0.00788935 0.00708593 0.00203288 0.00417215 0.00188626 0.000563081
threshold=0 1 3.5000000000000004 3.5000000000000004 2 17.500000000000004 1.0000000180025095e-35 9.5000000000000018 8.5000000000000018 3 2.5000000000000004 4 13.500000000000002 5.5000000000000009 4.5000000000000009 10.500000000000002 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 5
decision_type=9 1 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 1
left_child=3 2 8 9 16 12 19 -3 11 10 14 -2 -6 -8 -1 -16 17 -5 -11 -4
right_child=1 7 6 4 5 -7 13 -9 -10 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0010110935586877046 0.011842137334027794 -0.016555982492105548 0.00036682696016802343 0 0.017569321297556662 0 -0.0088913732039517957 0 0 0.0027809246082183513 -0.0098549770441171622 0 0 0 -0.0011835979841514088 0 0 -0.0012867743465930243 0 0
leaf_weight=47.171796015431482 26.154234132050078 17.9328941784288 1.8454352205408213 3.8027200110936956 40.541695315767356 0.72621784514922083 8.4117823462875059 1.4830303914168315 0.59984334186810784 69.179627134401471 11.027429387249866 0.95782529874669009 0.066258260008907111 0.89849213098568803 20.581091196847414 1.3348529902705184 3.7614647040609261 7.4747906065113057 0.033662115773039569 0.90017078857999799
leaf_count=490429 325754 427216 11513 31528 222964 11916 80429 18341 7953 805025 71058 30859 603 7542 211224 12818 23550 65817 1156 6593
internal_value=0 -0.00222255 0.00277643 0.00409911 0.0110501 0.0142636 -0.00252392 -0.0124867 0.010875 0 -0.00182922 0.0120399 0.0174589 -0.00843115 0 0 0 -0.000701777 0.00249461 0
internal_weight=0 59.1837 39.7678 205.702 56.3731 41.3342 12.0559 19.4159 27.7119 149.328 80.1152 27.1121 40.608 9.31027 69.0877 21.9159 15.039 11.2775 69.2133 2.74561
internal_count=2864288 916200 470643 1948088 356378 235483 106077 445557 364566 1591710 785529 356613 223567 87971 714471 224042 120895 97345 806181 18106
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2631522 736 85 864 8652952 160
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=35
num_cat=17
split_feature=3 2 3 7 1 1 7 3 3 1 9 1 3 0 7 2 1 0 0 3 5 0 3 3 0 0 3 1 2 0 9 2 0 2
split_gain=0.367746 0.415596 0.913027 1.05563 1.52188 1.33143 0.810097 0.787887 0.742969 0.531381 0.817901 0.437076 0.288362 0.244173 0.102209 0.0978502 0.0849055 0.0812827 0.0728973 0.0595703 0.0544788 0.0520372 0.0490894 0.222353 0.0348784 0.0313725 0.0207009 0.00522687 0.00412143 0.003882 0.00233764 0.00167632 0.00113615 0.000290798
threshold=10.500000000000002 0 1.0000000180025095e-35 1 2 3 4 5.5000000000000009 5.5000000000000009 5 6 7 7.5000000000000009 13.500000000000002 8 9 10 4.5000000000000009 15.500000000000002 8.5000000000000018 11 7.5000000000000009 4.5000000000000009 1.5000000000000002 6.5000000000000009 12.500000000000002 20.500000000000004 12 13 12.500000000000002 14 15 8.5000000000000018 16
decision_type=2 9 2 1 1 1 1 2 2 1 9 1 2 2 1 9 1 2 2 2 1 2 2 2 2 2 2 1 9 2 9 9 2 9
left_child=1 2 6 5 8 7 16 18 15 22 12 -8 21 -13 20 -5 33 -6 -4 31 24 -11 23 27 26 -25 30 -3 -10 -24 -2 -7 -19 -1
right_child=14 9 3 4 17 19 11 -9 28 10 -12 13 -14 -15 -16 -17 -18 32 -20 -21 -22 -23 29 25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.00026667538537507719 0.015592955604506943 0 0.027199852849181035 0 -0.017945528056323212 0 0 0 0 -0.018611192762082892 0 0.022617672066972596 0 0 0 -0.0038399668529087473 -0.0042508209472735415 0 0 0 0 0 -0.00093491558776113276 0.0076291064376315526 0 0 0 -0.0010603019452507612 0.013419043404669252 0 0 -0.0044424915834507198 -0.00056027940596647355 0
leaf_weight=0.89072729340477963 2.8725416407705766 4.5102771984415995 12.437946056542383 7.5632940966002025 44.274217525373388 0.76695703550649341 5.5989825767728689 1.4120224481757748 0.674772365773606 30.201573021417971 0.077505747948633963 33.569922198805216 2.3484617039539435 0.49593995294162496 0.96130638914110011 26.515727534767393 6.9883688858826645 8.818251338458138 0.1188078381183012 0.2567945924674867 0.17273301079148984 4.2420184603633961 14.413058620722946 22.027210149417446 0.10682973079201463 0.20385726690983474 0.06214691533386929 6.492462234205048 5.838399717153151 0.087250436357863559 0.0069527986324845461 12.307380205063962 6.1930442148368448 2.1017787473520007
leaf_count=12718 28068 83792 70103 102002 338420 8109 57974 7651 9299 746975 602 244159 39487 4358 10529 156795 54410 36452 1861 1452 1565 61905 197034 287380 1012 2825 2157 130533 21516 1396 44 95555 37056 9435
internal_value=0 0 0.00273923 -0.000220993 -0.00644033 0.00841194 0.0116599 0.0185478 0.00292194 -0.00450519 -0.010242 0.0154146 -0.0161628 0.0187422 0.0111602 -0.000189262 0 -0.0144668 0.0268447 -0.00252913 0.0110522 -0.0177624 0 0.00278624 0.0149774 0.007209 0.0153505 0 0.0149977 0 0.0155685 -0.00485561 0 0
internal_weight=0 261.427 176.823 127.178 99.8777 27.2999 49.6457 13.9688 40.5922 84.6037 36.8696 39.6648 36.7921 34.0659 4.18251 34.079 9.98087 59.2855 12.5568 13.3311 3.2212 34.4436 47.7341 33.2338 3.04847 22.2311 2.94164 11.0027 6.51317 14.5003 2.87949 13.0743 15.0113 2.99251
internal_count=2864629 2821254 1269325 886271 701540 184731 383054 79615 289612 1551929 848969 306491 848367 248517 43375 258797 76563 411928 71964 105116 32846 808880 702960 504530 31281 290205 30269 214325 30815 198430 28112 103664 73508 22153
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=28060162 2 328 660 2 897 1 260 5 2369536 584 1 768 2107392 1 262144 10487810
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=33
num_cat=18
split_feature=3 2 3 7 1 1 3 7 3 1 9 1 3 0 2 7 1 0 3 5 3 3 2 0 0 3 10 1 0 9 2 2
split_gain=0.352125 0.365578 0.74201 0.901445 1.40292 1.24765 0.75186 0.740212 0.647414 0.463236 0.773812 0.421455 0.270221 0.225337 0.123394 0.101662 0.0837252 0.0725085 0.0576355 0.0541079 0.0408167 0.202914 0.0380103 0.034395 0.0342205 0.0209988 0.0151094 0.00505402 0.0036015 0.00231175 0.00199787 0.000271881
threshold=10.500000000000002 0 1.0000000180025095e-35 1 2 3 5.5000000000000009 4 5.5000000000000009 5 6 7 7.5000000000000009 13.500000000000002 8 9 10 15.500000000000002 8.5000000000000018 11 4.5000000000000009 1.5000000000000002 12 6.5000000000000009 2.5000000000000004 20.500000000000004 13 14 12.500000000000002 15 16 17
decision_type=2 9 2 1 1 1 2 1 2 1 9 1 2 2 9 1 1 2 2 1 2 2 9 2 2 2 9 1 2 9 9 9
left_child=1 2 7 5 8 6 17 16 14 20 12 -9 -11 -13 -5 19 31 -4 30 23 21 27 -10 25 -23 29 -6 -3 -22 -2 -7 -1
right_child=15 9 3 4 26 18 -8 11 22 10 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 28 24 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00025784431197609564 0.015431816871501075 0 0.026143360684859559 0.00015868047518394663 -0.016747200615574526 0 0 0 0 -0.017004901102575777 0 0.02113079387959188 0 0 -0.0041397371660070624 0 -0.0042218069855041035 0 0 0 -0.00090066164302207707 0.0078207190250577357 0.012786540887121424 0 0 0 0 -0.0010427153060194436 0 0 -0.0043394557436957984 0
leaf_weight=0.894328910006152 2.9183851583602505 4.4810299308805952 12.792542158582361 3.9280340256541422 44.437282187520395 0.76815810768493975 1.4124194968335348 5.6141929304621954 0.75831209318130277 33.855564093979865 0.077313183738623503 34.348270458645857 2.3572739884766625 0.49357377447267836 31.937874013362489 0.95853139827522671 6.9742136795903207 0.12357981748391544 0.25827951651444969 0.17364047113551384 14.397711336745484 15.443925094170483 6.0950922514821277 0.10659055897667702 6.9779507585153615 0.063763790527445852 11.861340889325218 6.4842005612094891 0.084001247218112307 0.0069527986324845461 12.25119020662987 2.099316620115133
leaf_count=12761 28232 83523 71813 60809 354556 8114 7657 58066 11474 805259 609 247237 39543 4345 227715 10511 54593 1918 1462 1572 197134 214863 22871 1010 77271 2168 20888 130369 1372 44 95451 9446
internal_value=0 0 0.00263229 0 -0.00586031 0.00791948 0.0177609 0.0105766 0.00269242 -0.00416312 -0.0095602 0.0142767 -0.0154292 0.0175078 0 0.0110127 0 0.0257801 -0.00243097 0.0109285 0 0.00253757 0.0139349 0.0148131 0.00681866 0.0151843 -0.0138881 0 0 0.0154074 -0.00473366 0
internal_weight=0 261.207 177.048 126.624 99.0179 27.6062 14.3285 50.4239 42.7193 84.159 36.2902 40.456 36.2128 34.8418 35.8659 4.22786 9.96786 12.9161 13.2776 3.26933 47.8688 33.3871 6.8534 3.09569 22.4219 2.9891 56.2986 10.9652 14.4817 2.92534 13.0193 2.99365
internal_count=2864656 2821119 1271176 884728 698313 186415 81388 386448 322869 1549943 845411 309648 844802 251582 288524 43537 76800 73731 105027 33026 704532 506026 34345 31454 292134 30444 375444 213892 198506 28276 103565 22207
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=28060162 2 332 660 2 897 1 260 2367488 5 584 1 2107392 1 768 1 262144 10487810
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=27
num_cat=13
split_feature=2 1 5 3 0 1 10 3 1 0 1 1 0 0 3 2 3 3 7 1 0 0 3 3 7 2
split_gain=0.339442 0.867539 0.623663 0.656051 0.387881 0.319841 0.302731 0.379263 0.383743 0.239709 0.43705 0.130396 0.132944 0.117516 0.108629 0.092857 0.0867157 0.065164 0.0450085 0.0536578 0.0388442 0.0340807 0.0166381 0.0108534 0.0100725 0.0019601
threshold=0 1 2 10.500000000000002 3.5000000000000004 3 4 4.5000000000000009 5 10.500000000000002 6 7 15.500000000000002 6.5000000000000009 9.5000000000000018 8 8.5000000000000018 2.5000000000000004 9 10 17.500000000000004 6.5000000000000009 20.500000000000004 4.5000000000000009 11 12
decision_type=9 1 1 2 2 1 9 2 1 2 1 1 2 2 2 9 2 2 1 1 2 2 2 2 1 9
left_child=2 4 3 6 15 -4 9 8 -8 10 23 12 -11 -3 20 16 -2 -12 -9 -20 -7 22 24 -1 -5 -6
right_child=1 13 5 21 25 14 7 18 -10 11 17 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0013007189414384614 0.013756676174953204 -0.013002285516704537 0 0.012829001773127752 0 0.021109267213532693 0.012716696290647518 0 0 0.0094371147697053428 -0.011077412810527881 0 0 0 0 0 0 0 0 -0.004885749350926903 0 0 0 0 0 -0.00065066007310371043
leaf_weight=34.150544613039074 14.825907584863669 30.911446030441766 5.3820440503404825 2.5407698863582473 0.88446243532598601 10.448574357057621 11.396173809966056 0.22755937546025962 7.8101698272494167 3.8030227813560487 56.561262935170362 3.8869282470895978 0.77865070283587545 4.8223949705370606 0.2401192384168106 0.91961543291927661 0.30375579112842466 47.971081182696253 2.2136778894710005 6.2375844649977772 0.083765952515023723 0.11338251471352112 0.054204302468860877 11.655937404990253 0.66976788938518561 6.2988330141815814
leaf_count=305179 182035 586334 34077 21220 6159 82654 17518 227 17145 20316 701184 40125 10045 48498 1872 30262 3098 561435 6031 15461 2141 978 1838 101467 6593 60369
internal_value=0 -0.00200825 0.00387547 0 0.00435893 0.0147865 -0.000877675 0.00343105 0.00953544 -0.00364812 -0.00521784 0 0.00540822 -0.010225 0.0161787 0.0107342 0.0106343 -0.0080131 0 -0.00304786 0.020859 0.0138402 0.0142284 0 0.0144149 0
internal_weight=0 58.9664 206.225 190.071 23.2326 16.1545 186.693 27.8852 19.2063 158.807 150.339 8.4686 4.58167 35.7338 10.7725 16.0493 15.1297 104.532 8.67882 8.45126 10.5323 3.37812 3.26474 45.8065 3.21054 7.1833
internal_count=2864261 916755 1947506 1826762 281923 120744 1796133 56382 34663 1739751 1669265 70486 30361 634832 86667 215395 185133 1262619 21719 21492 84795 30629 29651 406646 27813 66528
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2631522 608 1 608 1 188 768 152 8652944 8 264 5 262144
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=29
num_cat=13
split_feature=2 1 0 5 3 1 10 3 1 3 0 1 0 3 1 0 3 2 7 1 3 0 0 3 7 3 3 1
split_gain=0.336087 0.805245 0.574772 0.539856 0.639988 0.312842 0.265123 0.358464 0.373455 0.230025 0.222859 0.399852 0.184831 0.136627 0.127542 0.130138 0.104587 0.100039 0.0432013 0.0530457 0.0426762 0.0398924 0.0337914 0.0249275 0.0167654 0.0145481 0.00912444 0.000293463
threshold=0 1 3.5000000000000004 2 10.500000000000002 3 4 4.5000000000000009 5 1.0000000180025095e-35 10.500000000000002 6 9.5000000000000018 8.5000000000000018 7 15.500000000000002 9.5000000000000018 8 9 10 2.5000000000000004 17.500000000000004 6.5000000000000009 5.5000000000000009 11 20.500000000000004 4.5000000000000009 12
decision_type=9 1 2 1 2 1 9 2 1 2 2 1 2 2 1 2 2 9 1 1 2 2 2 2 1 2 2 1
left_child=3 2 13 4 6 -5 10 8 -8 27 11 26 -3 17 15 -12 21 -2 -9 -20 -13 -7 24 -11 25 -6 -1 -4
right_child=1 12 9 5 22 16 7 18 -10 23 14 20 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0011919827390205482 0.011282313466067478 -0.015525275899833555 0.00026468661527852245 0 0.016653603591026977 0.020441755242591259 0.012398184784086856 0 0 -0.0085062351008834101 0.0093299144281921969 -0.010473051683121168 0 0 0 0 0 0 0 -0.0048231485793980983 0 0 0 0 0 0 0 0
leaf_weight=34.219438728581281 26.486608766312202 17.348190021400118 1.8879891494543699 5.3836037209275673 2.5736037452425076 10.672285547102545 11.540281577415952 0.22755937546025962 7.8101898874647366 8.2501973236558079 3.8360467330749088 55.97759290020349 1.4826979495355761 0.59860371680406288 3.8729869988055707 0.77134299634235493 0.23980402215602303 0.95397839333691692 2.2136778894710005 6.207389728415361 47.955118083486013 0.089153582039217194 0.11338251471352112 0.88525426765591042 0.68330635533493556 0.04050959340565885 11.651383828317192 0.92753168258604923
leaf_count=305676 328605 425478 11500 34100 21224 83407 17518 227 17146 79429 20290 699504 18379 7923 40029 10009 1869 31181 6031 15461 562414 2178 978 7507 7066 1364 101433 6590
internal_value=0 -0.00186409 0.00249011 0.00393665 4.25605e-05 0.0142153 -0.000690468 0.00322525 0.00921204 -0.00228017 -0.00337999 -0.00493536 -0.0116163 0.0102489 0 0.00534715 0.0156565 0.0113983 0 -0.00298697 -0.00762946 0.0201783 0.0137287 -0.00802183 0.0141162 0.0126347 0 0
internal_weight=0 58.8211 39.9902 206.079 189.694 16.3848 186.283 27.9991 19.3505 11.951 158.284 149.804 18.8309 28.0392 8.48038 4.60739 11.0012 27.4406 8.64863 8.42107 103.933 10.7614 3.4108 9.13545 3.29742 2.61411 45.8708 2.81552
internal_count=2864516 916592 472735 1947924 1826370 121554 1795738 56383 34664 105026 1739355 1669027 443857 367709 70328 30299 87454 359786 21719 21492 1261918 85585 30632 86936 29654 22588 407109 18090
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2631522 736 1 608 1 188 768 152 8652952 8 264 5 160
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=27
num_cat=8
split_feature=2 1 0 3 0 3 1 1 0 0 0 2 1 0 3 3 3 1 3 3 0 0 3 2 3 3
split_gain=0.335578 0.749745 0.50326 0.587963 0.341173 0.272794 0.364011 0.316827 0.125621 0.114853 0.113003 0.0964609 0.0946913 0.342632 0.0807935 0.0428464 0.00972727 0.0062031 0.224495 0.00485781 0.00389083 0.0165724 0.00289578 0.00148887 0.000597916 0.00348396
threshold=0 1 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2 3 13.500000000000002 17.500000000000004 6.5000000000000009 4 5 2.5000000000000004 8.5000000000000018 13.500000000000002 4.5000000000000009 6 2.5000000000000004 20.500000000000004 4.5000000000000009 12.500000000000002 10.500000000000002 7 2.5000000000000004 11.500000000000002
decision_type=9 1 2 2 2 2 1 1 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 9 2 2
left_child=2 4 12 5 11 7 -7 8 -4 15 -3 14 13 16 -2 -5 -1 24 -19 -20 -9 -22 -18 -6 -14 -26
right_child=1 10 3 9 23 6 -8 20 -10 -11 -12 -13 17 -15 -16 -17 22 18 19 -21 21 -23 -24 -25 25 -27
leaf_value=0.0011233400263478556 0.012888125835381634 -0.012276507431038898 0.013318223613788217 0.016736206866350536 0 0 -0.010426567112551067 0 0 0 0 0 0.00035364264575255661 -0.0095477367474444269 0 0 -0.00075826396277814769 0 0.0084483827711338919 0 -0.0024236529244893125 0 0 -0.00056731566732419437 -0.00083985309855916625 0
leaf_weight=47.08475962442435 15.17045206723378 30.407728313760344 7.0514302142037195 29.067493650838522 0.87841226279670082 3.5662717652085121 9.1123914290019439 1.9441945653725268 0.46824908215057792 0.3283601781258757 4.7931578043271648 0.93580048304193475 17.80915827273202 10.888047974331128 0.30375579112842466 0.11895159482446516 20.364582221915047 16.383252419004751 15.173302710849381 0.027697271643774779 4.8364401458620705 0.52590430545387779 1.3968431922748994 6.2600501048455035 19.393098979808205 0.44083558679630996
leaf_count=489275 184177 583892 39906 144807 6146 23644 82853 13527 4907 6926 48268 30589 138815 71016 3098 1103 208973 297303 204405 960 33598 4697 12818 60151 164598 3750
internal_value=0 -0.00179298 0.00397709 0.0102195 0.00383962 0 -0.00630956 0.00479088 0.0093981 0.0158587 -0.00958842 0.00987267 0 -0.00151789 0.00994645 0.0165015 0 0.00247862 0.00334447 0.00838193 0 -0.00104894 0 0 0 0
internal_weight=0 58.7494 205.981 57.0197 23.5485 27.5049 12.6787 14.8262 7.51968 29.5148 35.2009 16.41 148.962 79.7342 15.4742 29.1864 68.8462 69.2273 31.5843 15.201 7.30654 5.36234 21.7614 7.13846 37.6431 19.8339
internal_count=2864202 916321 1947881 355968 284161 203132 106497 96635 44813 152836 632160 217864 1591913 782082 187275 145910 711066 809831 502668 205365 51822 38295 221791 66297 307163 168348
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2631522 608 130 568 8652944 864 128 262144
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=32
num_cat=17
split_feature=3 9 2 3 3 3 1 7 1 3 7 2 1 5 1 3 0 3 7 0 2 0 5 3 1 0 5 3 0 9 1
split_gain=0.313666 0.350522 0.53282 0.70205 0.447043 0.85969 0.853718 0.673365 0.40908 0.804323 0.374556 0.324677 0.23411 0.209733 0.17721 0.133374 0.101908 0.10185 0.101716 0.088759 0.0698828 0.0651288 0.0522356 0.048965 0.0375307 0.0338497 0.0238949 0.0192714 0.00329415 0.00231326 0.000384382
threshold=10.500000000000002 0 1 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2 3 4 4.5000000000000009 5 6 7 8 9 9.5000000000000018 4.5000000000000009 9.5000000000000018 10 12.500000000000002 11 7.5000000000000009 12 3.5000000000000004 13 6.5000000000000009 14 20.500000000000004 11.500000000000002 15 16
decision_type=2 9 9 2 2 2 1 1 1 2 1 9 1 1 1 2 2 2 1 2 9 2 1 2 1 2 1 2 2 9 1
left_child=1 2 4 13 7 6 10 20 9 19 -6 14 -7 -4 -9 -14 17 -10 22 -5 -1 -11 25 26 -22 27 28 29 -3 -2 -13
right_child=18 23 3 8 5 12 -8 11 16 21 -12 30 15 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0.015024484385365517 0.011613618415184263 -0.016019438900847244 0.013699714397247292 0.0084747984603312648 0 -0.012898672382691649 0 -0.009048788424188792 -0.0038779719937624985 -0.0016121664834564025 0 0.013200551711547284 0 0.017091126980680271 0 0 0 0 0 0 0 0 0 -0.005346357021480566 0 0 0 0 0 -0.00029853849775412811
leaf_weight=2.4817873106421757 3.0348115261513144 0.45935185622874897 25.962767053405969 28.043062959950479 9.7633739643515582 6.4421020123063499 41.45793461566609 1.2667535242635501 27.169575200045987 18.89267659513462 27.037183281120633 1.383993873779217 18.554285893362255 2.5024357848114986 32.542933043815538 0.49588335416592499 4.4561201143133067 0.41943109021303726 0.95824419329073851 0.31044673972974024 1.4120114122524681 0.74942635800652979 0.17259894579183344 0.21406840392774029 5.4200710425693615 0.10793538137477288 0.098685576980642509 0.06020585096302955 0.013421150009889971 0.0071595050540070862 3.1282722228543207
leaf_count=35706 28138 1111 586945 369269 56982 31924 305936 17892 506979 246688 187725 25006 72660 47980 165829 2092 48614 6820 10366 4610 7796 6308 1542 735 24816 1014 143 2092 95 44 60318
internal_value=0 0 -0.000739484 -0.00573851 0.00176518 0 -0.00680815 0.00810474 0 0.00454061 0.000177856 0.0122805 0.00803093 -0.0144833 0.0150811 0.0100128 -0.00562133 -0.00797487 0.0106466 0.0130948 -0.000661323 -0.00130076 0.0106382 0.0104264 -0.00393696 0.0144171 0.0112021 0.0147904 0.0115644 0.0149995 0
internal_weight=0 260.678 259.893 108.506 151.387 103.751 78.2585 47.6358 80.0407 47.9956 36.8006 38.322 25.4923 28.4652 33.8097 19.0502 32.0451 27.589 4.34096 28.3535 9.31387 19.6421 3.38271 0.785527 6.83208 3.21011 0.571459 3.10218 0.472773 3.04197 4.51227
internal_count=2864175 2820979 2818895 1824213 994682 657319 550643 337363 1189288 626875 244707 269045 106676 634925 183721 74752 562413 513799 43196 373879 68318 252996 32830 2084 32612 31288 1349 30274 1206 28182 85324
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 11282944 198 2 401 2 8391168 135 1 5 5 10487808 1 40 1 1 49
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=33
num_cat=14
split_feature=2 1 0 5 3 7 0 10 3 1 3 0 1 0 3 1 0 2 1 0 3 7 1 0 0 0 3 7 3 3 3 1
split_gain=0.306694 0.699047 0.507267 0.486194 0.612467 0.319098 0.351088 0.240937 0.333041 0.361432 0.216623 0.213667 0.372917 0.174235 0.127203 0.123086 0.126004 0.0972685 0.0460475 0.0478032 0.0444115 0.0424394 0.0524939 0.0357979 0.0334226 0.0293247 0.0235314 0.0204039 0.0165554 0.0142954 0.00754293 0.000218664
threshold=0 1 3.5000000000000004 2 10.500000000000002 3 1.5000000000000002 4 4.5000000000000009 5 1.0000000180025095e-35 10.500000000000002 6 9.5000000000000018 8.5000000000000018 7 15.500000000000002 8 9 1.0000000180025095e-35 10.500000000000002 10 11 17.500000000000004 6.5000000000000009 4.5000000000000009 5.5000000000000009 12 6.5000000000000009 20.500000000000004 4.5000000000000009 13
decision_type=9 1 2 1 2 1 2 9 2 1 2 2 1 2 2 1 2 9 1 2 2 1 1 2 2 2 2 1 2 2 2 1
left_child=3 2 14 4 7 6 -5 11 9 -9 31 12 30 -3 17 16 -13 -2 25 -20 23 -10 -23 -8 27 -7 -12 29 -14 -6 -1 -4
right_child=1 13 10 5 24 18 20 8 21 -11 26 15 28 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0010831871572886461 0.010627628389567328 -0.0146878324108339 0.00022843623193339823 0 0.016330085139302584 0.0030919741522717607 0.023115549073905502 0.011987482900027593 0 0 -0.0082244839841030433 0.0091645583827839917 -0.00830383954839326 0 0 0 0 0 0 -0.0054996198617602255 0 0 -0.0047900428322372422 0 0 0 0 0 0 0 0 0
leaf_weight=34.288481268932628 26.879669829249906 16.883572916927736 1.903117032150476 2.5617558674821321 2.6640809520340549 2.0084653671956425 5.730477348115528 11.726982047077398 0.22895768880334799 7.8171335896804583 8.1328716874922939 3.8870596625911276 95.364761744116095 1.4764190915484494 0.5992402939555167 3.8675143273612758 0.76103262991637155 0.93913778577371587 0.51061618447783974 4.9125157870821567 0.087608269855991128 2.2166160362285154 6.1909951725192478 0.069809179094590834 0.11494857032630523 0.78446326755874896 0.88764085387629243 0.68555792358347467 8.229219068276505 0.040658483298102399 11.688644115565692 0.93364155851304453
leaf_count=307380 330179 424889 11438 32319 21241 19382 30937 17518 227 17147 78832 20534 1149199 18390 7913 40085 9925 31002 8529 24288 438 6031 15461 1448 979 5076 7520 7068 109400 1365 101782 6574
internal_value=0 -0.00167955 0.00212555 0.0037828 4.68653e-06 0.0135259 0.0155588 -0.000685255 0.00289739 0.00877949 -0.00206129 -0.00327918 -0.00481266 -0.0109029 0.00953317 0 0.00525052 0.0106688 0 -0.00314994 0.0225751 0 -0.00296093 0.0228755 0.0134077 0.000478089 -0.00775067 0.0137984 -0.00741182 0.0123954 0 0
internal_weight=0 58.6353 40.2753 206.438 189.773 16.6657 8.44965 186.267 28.1807 19.5441 11.8573 158.087 149.571 18.36 28.418 8.51561 4.64809 27.8188 8.21606 5.42313 5.88789 8.63657 8.40761 5.80029 3.50525 2.79293 9.02051 3.3903 103.594 2.70474 45.9771 2.83676
internal_count=2864496 916737 473458 1947759 1825342 122417 65142 1794689 56384 34665 104364 1738305 1667761 443279 369094 70544 30459 361181 57275 32817 32823 21719 21492 32385 30653 24458 86352 29674 1258599 22606 409162 18012
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=2631522 736 1 5 1 188 768 152 8652952 277 8 264 5 160
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=28
num_cat=8
split_feature=2 1 0 1 0 7 3 3 0 3 0 3 7 0 0 0 0 3 2 5 3 3 3 0 3 3 1
split_gain=0.317382 0.640449 0.463765 0.439504 0.388191 0.680919 0.340879 0.331904 0.284268 0.208722 0.170661 0.12068 0.114293 0.255454 0.4486 0.571772 0.217456 0.162239 0.0967835 0.0604962 0.0358983 0.0260289 0.0226064 0.0182915 0.017165 0.00892116 0.000230691
threshold=0 1 3.5000000000000004 2 9.5000000000000018 3 4.5000000000000009 5.5000000000000009 17.500000000000004 1.0000000180025095e-35 9.5000000000000018 8.5000000000000018 4 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 1.5000000000000002 11.500000000000002 5 6 4.5000000000000009 8.5000000000000018 5.5000000000000009 2.5000000000000004 9.5000000000000018 13.500000000000002 7
decision_type=9 1 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 1
left_child=3 2 11 12 5 6 19 -7 24 26 -3 18 21 20 16 25 -15 -18 -2 -5 -14 -1 -11 -8 -6 -16 -4
right_child=1 10 9 4 8 7 23 -9 -10 22 -12 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.005344554376215449 0.01020450607311379 -0.014222269997691238 0.00023464199785402451 -0.0089511723503486167 0.020619663716329388 0.012295056063327479 0.0021347849778560802 0 0 -0.0080457881989527743 0 0 0.0086157158243300377 0 0.012838788435912803 0 -0.011322809294781074 0 0 0 0 0 0 0 0 0 0
leaf_weight=20.685386689418923 27.136204651278604 16.62919821749438 1.9005221894203714 34.761840516787288 7.2944514508581042 35.854361048668579 10.136555104385478 5.2224848222831488 0.66651626179736911 8.0588273012872342 1.4632295985629742 0.59815548834740084 11.425996876493629 21.476794229693951 13.406866755169176 8.8736161600245378 24.092135314869669 0.24799665812861249 0.93665913000587053 1.7221625021156786 5.9795021826485018 0.76207914564656576 0.88956382620926966 3.3985246215015641 0.037828404383617342 0.032739745300205736 0.93850389828366965
leaf_count=195603 331978 424380 11429 422905 44016 303304 126587 48444 11175 78562 18332 7908 190092 166187 74859 60872 156836 1523 30929 18317 97425 8227 7543 19601 267 239 6636
internal_value=0 -0.00159544 0.00189285 0.00393427 0.00775506 0.000661681 -0.00340656 0.00847076 0.0183838 -0.00189744 -0.0104924 0.00906044 0 0.0010883 0 0.00507624 -0.00643343 -0.0098876 0.0101842 -0.00830353 0.00756934 -0.00402249 -0.00757971 0 0.0204974 0.0127537 0
internal_weight=0 58.5509 40.4584 206.078 99.0947 91.0959 50.0191 41.0768 7.9988 11.7874 18.0924 28.671 106.983 85.5356 68.1301 22.3132 45.8169 24.3401 28.0729 36.484 17.4055 21.4475 8.94839 13.5351 7.33228 13.4396 2.83903
internal_count=2864176 917697 474985 1946479 994616 939158 587410 351748 55458 104170 442712 370815 951863 748033 460516 135970 324546 158359 362907 441222 287517 203830 86105 146188 44283 75098 18065
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2631522 736 864 1 2 8652952 1 160
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=14
split_feature=2 1 5 3 7 0 0 10 3 1 0 1 1 0 0 2 3 1 0 3 7 1 0 0 0 7 3 3 3 2
split_gain=0.315032 0.612644 0.402629 0.592298 0.320077 0.344846 0.278367 0.200891 0.31417 0.350662 0.184128 0.339031 0.109892 0.121637 0.109604 0.0944985 0.0725497 0.0460311 0.0475313 0.043271 0.0408205 0.052183 0.0347159 0.0330148 0.0286257 0.021879 0.0141002 0.0134436 0.0074725 0.000974506
threshold=0 1 2 10.500000000000002 3 1.5000000000000002 3.5000000000000004 4 4.5000000000000009 5 10.500000000000002 6 7 15.500000000000002 6.5000000000000009 8 8.5000000000000018 9 1.0000000180025095e-35 10.500000000000002 10 11 17.500000000000004 6.5000000000000009 4.5000000000000009 12 20.500000000000004 6.5000000000000009 4.5000000000000009 13
decision_type=9 1 1 2 1 2 2 9 2 1 2 1 1 2 2 9 2 1 2 2 1 1 2 2 2 1 2 2 2 9
left_child=2 6 3 7 5 -4 15 10 9 -9 11 28 13 -12 -3 16 -2 24 -19 22 -10 -22 -7 25 -6 26 -5 -13 -1 -8
right_child=1 14 4 23 17 19 29 8 20 -11 12 27 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010780907829174944 0.011597524224439158 -0.01141936107732652 0 0.016166693616642133 0.0030372634686944844 0.022519669139015444 0 0.011676845481641312 0 0 0.0087970978632168385 -0.0077621469216147959 0 0 0 0 0 0 -0.0055010826176683826 0 0 -0.0047380698107859498 0 0 0 0 0 0 0 -0.0004592245214806031
leaf_weight=34.291753942257856 15.692304777736352 29.823337917163371 2.5764335599269526 2.7099656215650607 2.0254109719580833 5.9037397581178084 0.86704208185437892 11.869214821232161 0.22980387799543678 7.8139336008189337 4.0011000745616911 94.629005668483842 3.8631795694200246 0.77261933789486636 4.7469900991927707 0.93594208212016816 0.30581940394040508 0.51423471011366917 4.9130571188325121 0.087873272716023965 2.2137870084443421 6.1659810007640736 0.069681555354691116 0.1149461075747239 0.7984813365710578 0.68569565001053057 0.040540064985179813 8.2205186644423502 11.662792918754347 6.2098387976711811
leaf_count=307645 186167 580132 32518 21241 19289 31347 6111 17518 227 17147 20919 1149670 40162 10004 48504 30743 3098 8771 24349 438 6031 15461 1463 979 5128 7069 1364 109420 101406 59842
internal_value=0 -0.00162594 0.00389341 0.000226419 0.012984 0.0151106 0.00308852 -0.000440271 0.00269694 0.00847163 -0.00294596 -0.00440405 0 0.00495418 -0.0088237 0.00864457 0.00891673 0 -0.00315881 0.0219839 0 -0.00290474 0.0222823 0.0132523 0.000405273 0.0136419 0.0122749 -0.00692899 0 0
internal_weight=0 58.5813 206.174 189.285 16.8889 8.63773 24.0109 185.734 28.2927 19.6831 157.441 148.804 8.6369 4.77372 34.5703 16.9341 15.9981 8.25118 5.42729 6.06129 8.60957 8.37977 5.97342 3.55115 2.82389 3.4362 2.75051 102.85 45.9545 7.07688
internal_count=2864163 914597 1949566 1826263 123303 65766 285961 1795610 56384 34665 1739226 1668141 71085 30923 628636 220008 189265 57537 33120 33248 21719 21492 32810 30653 24417 29674 22605 1259090 409051 65953
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=2631522 608 1 5 1 188 768 152 8652944 277 8 264 5 262144
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=28
num_cat=8
split_feature=2 1 1 0 0 7 3 3 0 3 0 2 3 7 0 0 0 0 3 5 3 3 3 0 3 3 1
split_gain=0.315726 0.563356 0.41349 0.410628 0.322744 0.592793 0.311801 0.305235 0.277184 0.197933 0.159219 0.112613 0.114485 0.104013 0.244687 0.39612 0.543992 0.201147 0.153927 0.0505427 0.0348179 0.0244444 0.0220641 0.0192453 0.0166476 0.00872825 0.000251668
threshold=0 1 2 3.5000000000000004 9.5000000000000018 3 5.5000000000000009 4.5000000000000009 17.500000000000004 1.0000000180025095e-35 9.5000000000000018 4 8.5000000000000018 5 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 1.5000000000000002 11.500000000000002 6 4.5000000000000009 8.5000000000000018 5.5000000000000009 2.5000000000000004 9.5000000000000018 13.500000000000002 7
decision_type=9 1 1 2 2 1 2 2 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1
left_child=2 3 13 11 5 7 -7 19 24 26 -3 12 -2 21 20 17 25 -16 -19 -4 -15 -1 -11 -9 -6 -17 -5
right_child=1 10 4 9 8 6 -8 23 -10 22 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0050337568513559861 0.01137784218025855 -0.013486063493041132 -0.0082726645135574404 0.00024509079778851168 0.020036178375001594 0.011731952655671575 0 0.0021903366428405119 0 -0.0078041833108520378 0 0 0 0.0084812785564797304 0 0.012424117111832594 0 -0.01083393096471841 0 0 0 0 0 0 0 0 0
leaf_weight=20.519698927052563 27.450172641884823 16.232535929512782 34.282988311992995 1.8961621659054799 7.4749872594311437 36.184859273853363 5.2175066160525594 10.114740601424272 0.67168254761236301 7.9591701631125016 1.4667714561019227 1.037364748371149 0.49788003637331613 11.477215209849421 21.45988856682925 13.56642978713171 8.8619345899151067 23.796222187385869 0.2517123548022927 1.7514335947762436 5.9799607611694219 0.76077430430086579 0.88736103201517824 3.3907293614192886 0.037858827301533782 0.033169529000589004 0.93495540164803892
leaf_count=195221 333204 420775 421347 11448 44701 307137 48495 126170 11293 77920 18485 33638 5353 190270 166308 75257 60836 156392 1523 18635 97527 8222 7550 19589 267 239 6599
internal_value=0 -0.00140703 0.00403647 0.00163403 0.00772856 0.000788415 0.00803508 -0.00288946 0.0178056 -0.00163886 -0.00988234 0.00847853 0.00888689 0 0.00117603 0 0.00477799 -0.00604975 -0.00939935 -0.00767905 0.00745194 -0.00376065 -0.00733718 0 0.019915 0.0123385 0
internal_weight=0 58.3624 205.834 40.6631 99.1268 90.9423 41.4024 49.5399 8.18453 11.6776 17.6993 28.9854 27.9481 106.707 85.4265 67.9694 22.4615 45.5078 24.0479 36.0344 17.4572 21.2805 8.84653 13.5055 7.51285 13.5996 2.83112
internal_count=2864401 914972 1949429 475712 997634 941373 355632 585741 56261 103517 439260 372195 338557 951795 748352 460555 136332 324223 157915 439982 287797 203443 85470 145759 44968 75496 18047
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2631522 736 864 1 8652952 2 1 160
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=26
num_cat=10
split_feature=2 1 1 0 7 3 0 0 3 3 3 0 0 2 3 7 5 7 0 7 0 3 3 0 2
split_gain=0.306709 0.519738 0.357556 0.398001 0.476052 0.470164 0.260747 0.237912 0.196743 0.193733 0.269498 0.152993 0.10811 0.0942532 0.0668966 0.0591071 0.0436615 0.0428172 0.0355117 0.0317175 0.0275593 0.0247327 0.0118461 0.00229624 0.000606043
threshold=0 1 2 10.500000000000002 3 5.5000000000000009 17.500000000000004 3.5000000000000004 4.5000000000000009 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 4 8.5000000000000018 5 6 7 4.5000000000000009 8 12.500000000000002 16.500000000000004 9.5000000000000018 2.5000000000000004 9
decision_type=9 1 1 2 1 2 2 2 2 2 2 2 2 9 2 1 1 1 2 1 2 2 2 2 9
left_child=2 7 3 4 8 -6 22 13 16 10 15 19 -3 14 -2 20 -1 18 21 -12 -4 -11 -5 -10 -9
right_child=1 12 9 6 5 -7 -8 24 23 17 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0069892656617764658 0.010758248665993642 -0.010743606440537644 0.0046628918503079566 0.020374606549054371 0.011963780390320341 0 0 0 0.00076060693314465924 0.0097808316045563063 -0.002072939213739518 -0.0080369725451554536 0 0 0 0 0 0 0 0.0012493851173209479 0 0 0 0 -0.00036232290359567473
leaf_weight=33.395324397361492 16.038179616577512 29.370583611514121 16.791622328180896 5.71113006087944 36.045299683408757 5.0815018129196678 0.61745568148035079 0.86287188787173363 9.6914966224703658 1.8804386104839066 7.9881251377755689 42.798810731104822 4.701216290802221 0.94990875389613094 0.3058194039404033 8.5176435492685432 1.7293043189129083 0.63266451423442083 0.18770835228497151 31.088419624751623 0.31235071269656955 0.12326829217636248 0.02642584595378128 3.4638344451286676 6.1649188185892845
leaf_count=393296 187419 577463 148118 33269 288818 44899 10460 6089 116264 15858 105511 290277 48119 30998 3098 75407 16578 6425 1182 381084 3252 1713 178 18969 59579
internal_value=0 -0.00143841 0.00393078 0.00745184 0.000405894 0.00716589 0.0182426 0.00258991 -0.00263796 0 -0.00190348 -0.00532505 -0.00820984 0.00781709 0.00824742 0.000611615 -0.00639127 0.0066215 0.00665269 0 0.0032734 0.00935778 0.0202855 0 0
internal_weight=0 58.3935 206.083 95.7618 89.4068 41.1268 6.35501 24.3217 48.28 110.321 107.497 81.8754 34.0718 17.2939 16.344 25.6216 35.1246 2.82408 2.19142 39.0765 17.104 2.00371 5.73756 13.1553 7.02779
internal_count=2864323 912765 1951558 922731 878824 333717 43907 287183 545107 1028827 1003649 776872 625582 221515 190517 226777 409874 25178 18753 486595 151370 17571 33447 135233 65668
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2631522 608 157 1 8652944 9 1 5 2 262144
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=23
num_cat=6
split_feature=2 1 1 3 5 0 0 3 3 0 3 3 0 0 0 7 7 0 0 3 3 0
split_gain=0.292098 0.380168 0.232811 0.887744 0.427382 0.477179 0.331648 0.289651 0.710999 0.161738 0.12408 0.0620615 0.052866 0.0502079 0.0367448 0.034658 0.0299734 0.0272877 0.0237999 0.0166573 0.00863114 0.00555749
threshold=0 1 2 1.5000000000000002 3 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 8.5000000000000018 4.5000000000000009 8.5000000000000018 17.500000000000004 12.500000000000002 6.5000000000000009 4 5 13.500000000000002 4.5000000000000009 16.500000000000004 20.500000000000004 15.500000000000002
decision_type=9 1 1 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2
left_child=2 10 7 4 5 6 -4 13 15 -3 -2 14 20 -1 -12 -9 18 -6 19 -10 -5 -7
right_child=1 9 3 12 17 21 -8 8 16 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0063692395180414618 0 -0.010694594802102943 0 0.011626755942103432 0.0060971611801846079 0.0012868411698784064 -0.013483457324260774 0 0.0077691725731240183 0 0.0084026187287612377 0 0 0 0 -0.0091908198853485317 0 0 0 0 0 0
leaf_weight=19.793299400487744 15.378895191611266 24.859823825738662 8.1065885994248656 88.174168783884852 4.8679865741341919 3.5605048072193304 32.369040842522736 2.4605747599380265 1.5477325278316119 2.2912937060573304 3.2076650580111163 0.42757421061287448 0.21752948086759616 0.4106241279259838 0.21942020367168868 54.634903289603244 0.53390374710943467 0.23053440236435552 0.16075003891091899 0.10568057330056024 0.035130191006827682 0.84616764898237296
leaf_count=173359 186651 527748 164905 799437 39506 24085 270974 17579 12879 23797 40403 5832 4687 4537 2581 542581 5412 2840 1001 1513 1193 11406
internal_value=0 -0.00162558 0.00375797 0.00585661 -4.81546e-05 -0.00658864 -0.0106692 0 -0.00392598 -0.00768282 0.00127436 0.00633003 0.0113886 0.0054986 0.00769077 -0.00937038 0.00509969 0.00539969 0.00522374 0.00740919 0.0115936 0
internal_weight=0 46.3847 218.055 138.408 49.9808 44.8823 40.4756 79.6475 59.4435 27.1511 19.2336 3.85466 88.4268 20.2039 3.42709 57.0955 2.34807 5.09852 1.81416 1.65341 88.2093 4.40667
internal_count=2864906 787012 2077894 1319033 513716 471370 435879 758861 580965 551545 235467 48816 805317 177896 42984 560160 20805 42346 15393 14392 800630 35491
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=11020130 608 610 1 8 5
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=27
num_cat=9
split_feature=2 1 0 0 1 0 3 0 2 3 1 0 3 0 0 3 1 3 3 3 7 3 1 3 1 3
split_gain=0.274148 0.476123 0.364047 0.330553 0.514401 0.216261 0.189237 0.14216 0.108473 0.107493 0.0710328 0.435258 0.194225 0.115242 0.0582183 0.365004 0.101843 0.0702805 0.0227489 0.0220034 0.0134155 0.0215592 0.0113147 0.00449486 0.000320956 0.000186836
threshold=0 1 3.5000000000000004 3.5000000000000004 2 17.500000000000004 1.0000000180025095e-35 9.5000000000000018 3 8.5000000000000018 4 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5 10.500000000000002 13.500000000000002 5.5000000000000009 6 1.0000000180025095e-35 7 20.500000000000004 8 1.0000000180025095e-35
decision_type=9 1 2 2 1 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 1 2 1 2 1 2
left_child=3 2 8 10 20 18 24 -3 9 -2 12 14 13 -1 15 16 -12 -17 -6 -8 -5 -22 -16 -14 -4 -13
right_child=1 7 6 4 5 -7 19 -9 -10 -11 11 25 23 -15 22 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.0047033513704678028 0.010789101069046819 -0.01251852229120763 0.0002768242363390609 0 0.015006102193342641 0 -0.0076114988865036808 0 0 0 0.010027095613225338 0 0.0078178344740243173 0.002347488165842166 0 -0.0040080115540578254 0 0 0 0 0 -0.003211156929976729 -0.0010691941060809861 0 0 -0.010131445747490146
leaf_weight=14.063449724961179 27.755155334892155 15.721369295712067 1.8829193590445357 5.3518348801408138 42.10521686654829 0.70373475205997138 7.8800925165050995 1.4829639960353223 1.0299202881869884 0.49516974181642481 12.708703018575759 4.1984737895127209 15.436697281193116 2.2402883682734673 9.115048874873537 13.749889407921724 4.7742094571276565 0.77688191751258351 0.070745850069214522 0.88285565042679071 2.6196110832988762 7.1864648421997117 58.976078236431476 0.027786747941718981 0.9333697234214916 12.264220873315933
leaf_count=278650 333904 416554 11393 41862 223345 11815 76919 18615 33825 5352 193582 22100 206924 19810 49860 221559 81227 9542 606 7541 20846 57009 434527 960 6589 79306
internal_value=0 -0.00110696 0.00138685 0.00380944 0.00893732 0.0121207 -0.00140581 -0.00910233 0.00793844 0.00840414 0 -0.000441779 0.00307762 0 0.000612597 0.00318997 0.00949525 0 0.0148933 -0.00713716 0 -0.00164121 0 0.00775194 0 -0.00966078
internal_weight=0 58.0638 40.8595 206.369 58.0376 42.8797 11.5792 17.2043 29.2802 28.2503 148.332 116.564 31.7682 16.3037 100.101 32.0097 17.4829 14.5268 42.176 8.76295 15.1579 9.80608 68.0911 15.4645 2.81629 16.4627
internal_count=2864222 910692 475523 1953530 355483 235766 102442 435169 373081 339256 1598047 1091703 506344 298460 990297 505910 274809 231101 223951 84460 119717 77855 484387 207884 17982 101406
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2631522 736 85 8652952 31 416 6 512 160
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=30
num_cat=15
split_feature=3 9 2 3 3 3 1 7 7 1 3 1 1 5 0 3 7 0 7 0 0 1 5 3 0 5 3 0 9
split_gain=0.278627 0.34566 0.48132 0.616326 0.367808 0.734931 0.758617 0.627027 0.337395 0.296903 0.707406 0.235811 0.22117 0.182495 0.175042 0.128181 0.101326 0.0858777 0.0980015 0.0832501 0.0655502 0.059856 0.0512511 0.0490227 0.032747 0.0246133 0.0181438 0.0033592 0.00230536
threshold=10.500000000000002 0 1 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2 3 4 5 4.5000000000000009 6 7 8 13.500000000000002 9.5000000000000018 9 4.5000000000000009 10 12.500000000000002 7.5000000000000009 11 12 3.5000000000000004 6.5000000000000009 13 20.500000000000004 11.500000000000002 14
decision_type=2 9 9 2 2 2 1 1 1 1 2 1 1 1 2 2 1 2 1 2 2 1 1 2 2 1 2 2 9
left_child=1 2 4 13 7 6 8 21 -6 10 19 -7 -9 -4 -14 -13 22 18 -11 -5 -12 -1 24 25 26 27 28 -3 -2
right_child=16 23 3 9 5 11 -8 12 -10 17 20 15 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0 0.014435930568573362 0.011574858115087414 -0.0151824828385125 0.012542134361444324 0.0080289296266704748 0 -0.01212248921514523 0 -0.0015109250225625514 0 -0.0039243679492985293 0.012653746310657524 0.016943926134886336 0 0 0 0 0 -0.0076167531684889038 0 0 -0.0036300824058851018 0 0 0 0 0 0 0
leaf_weight=1.6112168944737277 3.2044896265597331 0.46965324343727743 25.410542687853194 28.639696171954714 9.9671700487115231 6.5191181867430714 40.738101519044903 5.1432741851440369 26.967398421951202 1.0026265863425579 18.9162310301781 18.789010900258297 33.226236382804018 2.5528877781698638 0.48960361606441338 0.49936634418372605 0.95730197961893271 4.4667052692093412 26.025699573125173 0.3205493051209477 0.77735513622428598 7.7212314030020934 0.17719063643198785 0.21543747810028435 0.1090606215821025 0.10206225415095105 0.059167721059566136 0.013734500473219668 0.0074463478122214202
leaf_count=10261 27956 1084 583443 373173 58007 32020 304205 49792 186484 14734 247499 72950 217084 48404 3576 2090 10101 48359 498671 4775 6320 58119 1500 734 1014 147 1838 95 44
internal_value=0 0 -0.000705681 -0.00548828 0.00160894 0 -0.0063038 0.00733036 2.26158e-09 0 0.00376386 0.00741767 0.0115102 -0.013743 0.0138678 0.00956895 0.0100889 -0.00489502 -0.00706988 0.0119302 -0.00140317 -0.000699624 0.010194 0.0103701 0.0138334 0.0111501 0.0142068 0.0115245 0.0144102
internal_weight=0 260.585 259.784 108.112 151.672 103.48 77.6727 48.1916 36.9346 80.1489 48.6538 25.8075 38.8591 27.9634 33.7158 19.2884 4.51466 31.495 27.0283 28.9602 19.6936 9.33245 3.55735 0.800887 3.38016 0.58545 3.2711 0.483388 3.21194
internal_count=2864479 2822026 2819966 1825378 994588 655756 548696 338832 244491 1193531 631767 107060 270452 631847 220660 75040 42453 561764 513405 377948 253819 68380 32352 2060 30852 1326 29838 1179 28000
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 11282944 198 2 2 401 135 260 1 5 8 520 1 1 1
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=32
num_cat=14
split_feature=3 9 2 3 1 0 3 0 1 3 3 2 3 7 0 5 7 0 7 0 0 5 3 7 0 5 3 0 7 0 9
split_gain=0.269384 0.344749 0.437675 0.557456 0.306641 0.482376 0.330331 0.26452 0.260421 0.641688 0.258628 0.235576 0.224088 0.265655 0.318571 0.169795 0.10299 0.0821637 0.0963658 0.0802264 0.0612125 0.050202 0.0488786 0.0421741 0.0322819 0.0246285 0.0197259 0.0116995 0.0415295 0.003211 0.00227968
threshold=10.500000000000002 0 1 1.5000000000000002 2 2.5000000000000004 5.5000000000000009 10.500000000000002 3 4.5000000000000009 1.0000000180025095e-35 4 4.5000000000000009 5 6.5000000000000009 6 7 4.5000000000000009 8 12.500000000000002 7.5000000000000009 9 3.5000000000000004 10 6.5000000000000009 11 20.500000000000004 4.5000000000000009 12 11.500000000000002 13
decision_type=2 9 9 2 1 2 2 2 1 2 2 9 2 1 2 1 1 2 1 2 2 1 2 1 2 1 2 2 1 2 9
left_child=1 2 4 15 12 6 23 10 9 19 -7 -9 13 -1 -15 -4 21 18 -10 -5 -11 24 25 -6 26 29 30 28 -14 -3 -2
right_child=16 22 3 8 5 7 -8 11 17 20 -12 -13 27 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0.014285206305197707 0.011552139572286766 -0.014584641096295406 0.011899175164917713 0 0 0 0.0085740471073932362 0 -0.0037489798678676627 -0.0085751001816034879 0 0.0034226827044199176 -0.013077029275974759 0 0 0 0 -0.0073631761970477314 0 0 0 0 0.011180593538166847 0 0 0 0 0 0 0
leaf_weight=1.9508308257209137 3.2482266461738605 0.47578565034200337 25.02278701622572 28.976505261113747 2.6008316163934069 14.498303293730713 6.2555434917776429 4.1964551637011027 1.0005733510124628 18.827124159539384 28.996751276041323 1.9910571454074659 5.4375495124659201 24.049213014204732 3.8490986865344885 2.5657813944762919 0.96590930446291157 4.4573632986230214 25.845019659954239 0.32711083052890799 0.77560559524863393 0.17585009287176978 0.21524277977187012 56.163161672715887 0.10891461725987017 0.1023262085254828 0.065105852041597134 1.1172676857659096 0.90154115813129454 0.01315397378130001 0.0074463478122214202
leaf_count=12985 27990 1107 581113 375031 16594 48200 29453 7427 14807 247387 107985 24454 28505 242382 21185 48597 10168 48366 498087 4867 6316 1492 729 448689 1015 147 1885 3277 3780 91 44
internal_value=0 0 -0.000713713 -0.00528722 0.00143016 0.00458183 0.00934383 0 0 0.00346902 -0.00488229 0.00496847 -0.00173618 -0.00647412 -0.00872186 -0.0131814 0.00990786 -0.00463876 -0.00677107 0.0112819 -0.00122251 0.0100721 0.0103497 0.0114313 0.0136646 0.0111287 0.0140363 0 0.00179431 0.011504 0.0142596
internal_weight=0 260.612 259.805 107.798 152.008 114.702 65.0195 49.6826 80.2093 48.9063 43.4951 6.18751 37.3055 29.8491 27.8983 27.5886 4.57145 31.303 26.8456 29.3036 19.6027 3.60554 0.806509 58.764 3.42969 0.591266 3.32078 7.45636 6.33909 0.48894 3.25567
internal_count=2864155 2821561 2819487 1824571 994916 682802 494736 188066 1194861 633601 156185 31881 312114 276552 263567 629710 42594 561260 512894 379898 253703 32426 2074 465283 30934 1345 29919 35562 32285 1198 28034
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 11282944 275 401 524800 8 1 5 8 1 8 1 3 1
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=34
num_cat=20
split_feature=3 9 2 3 3 3 1 7 7 2 1 1 3 1 5 3 7 0 7 0 2 0 5 3 1 0 5 3 0 2 9 1 7
split_gain=0.256365 0.341057 0.403009 0.488041 0.291069 0.646012 0.681136 0.568848 0.317277 0.307263 0.222829 0.221048 0.577118 0.174632 0.163294 0.121893 0.101497 0.0907486 0.232927 0.0760955 0.0705359 0.0580829 0.0495312 0.0486935 0.0359897 0.0319437 0.0245297 0.01867 0.00331097 0.0026202 0.00245933 0.000650509 0.000583922
threshold=10.500000000000002 0 1 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2 3 4 5 6 7 4.5000000000000009 8 9 9.5000000000000018 10 1.0000000180025095e-35 11 12.500000000000002 12 7.5000000000000009 13 3.5000000000000004 14 6.5000000000000009 15 20.500000000000004 11.500000000000002 16 17 18 19
decision_type=2 9 9 2 2 2 1 1 1 9 1 1 2 1 1 2 1 2 1 2 9 2 1 2 1 2 1 2 2 9 9 1 1
left_child=1 2 4 14 7 6 8 20 -6 13 -7 12 19 -9 -4 -12 22 18 -13 -5 -1 -14 25 26 -22 27 28 29 -3 30 -2 -11 -19
right_child=16 23 3 11 5 10 -8 9 -10 31 15 17 21 -15 -16 -17 -18 32 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0.016319126935145725 0.011534846629149916 -0.013923158931687296 0.011197260946502263 0.007755713636240405 0 -0.011489381962716146 0 -0.0015434926142922961 0 0.012056263786004296 0 -0.0036243065964526146 0.015234366364778127 0 0 0 0.0002661663360233968 -0.0098164001863768682 0 0 0 0 0 -0.005340499700170461 0 0 0 0 0 0 -0.00038819541939183417 -0.00020433407032659126
leaf_weight=2.4886295837332 2.6669035532249818 0.48043614040125149 24.600019081074151 29.348659073778439 10.093451670096329 6.5139643089441961 40.162196418284111 1.2405082777822833 26.989477426602207 1.3848476254115656 19.04829708946091 0.25684126949727215 18.763986682073668 33.705925803911668 2.5500826386833095 0.50078954028867784 0.9594979404901095 15.848396107276129 9.8974856622244261 0.33137211425855539 1.427403401225092 0.77627081651553353 0.17564124057571495 0.21478173916511878 5.4169505032659799 0.10907117540227762 0.10208866293214669 0.062372399152081814 0.013586445584223839 0.62985916258185204 0.0069644551731492524 3.1670533940186942 5.0911926871631321
leaf_count=35924 18090 1097 578785 376964 58624 31972 303877 17638 187445 25155 74027 6354 246867 167470 48455 2107 10115 221117 261515 4875 7822 6312 1490 726 24541 1014 148 1864 95 9966 33 60524 71800
internal_value=0 0 -0.000644805 -0.00507299 0.00136019 0 -0.00592942 0.006456 0 0.0106104 0.00692636 0 0.00310481 0.0133266 -0.0125153 0.00908765 0.00978428 -0.00435829 -0.00785717 0.0105798 -0.000700799 -0.0010979 0.00995777 0.0103337 -0.0039631 0.0135099 0.0111108 0.0138812 0.0114851 0.0140945 0.012476 0 0
internal_weight=0 260.415 259.604 107.464 152.139 103.308 77.2451 48.8313 37.0829 39.4983 26.0631 80.3142 49.2203 34.9464 27.1501 19.5491 4.61031 31.0939 10.1543 29.68 9.33298 19.5403 3.65081 0.810893 6.84435 3.47517 0.596111 3.3661 0.494023 3.30373 2.67387 4.5519 20.9396
internal_count=2864808 2822236 2820170 1823044 997126 658052 549946 339074 246069 270787 108106 1195804 635018 185108 627240 76134 42572 560786 267869 381839 68287 253179 32457 2066 32363 30967 1340 29953 1192 28089 18123 85679 292917
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=1 11282944 198 2 2 8391168 135 401 5 1 5 8 10487808 1 40 1 1890 1 49 5
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
count_proc=1015
adm_past_year=901
agegroup_rm=618
an110mdc_ra=546
pat_remoteness=211
cc_tetplg_prplg_dplg_hmplg_dt=106
flag_emergency=83
pacemaker=65
indstat_flag=59
cc_spina_bifida=50

parameters:
[boosting: gbdt]
[objective: cross_entropy]
[metric: average_precision]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 40]
[num_threads: 4]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 1]
[histogram_pool_size: -1]
[max_depth: 7]
[min_data_in_leaf: 15]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 12194]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 8043]
[extra_trees: 0]
[extra_seed: 26014]
[early_stopping_round: 100]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3]
[lambda_l2: 30]
[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: 26852]
[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]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 159]
[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: 1,2,4,5,6,7,8,9,10]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 30046]
[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: ]
[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:[[0, 1, 2, 3, 4, 5, 6, 7, 8, 9], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 99], [0, 1], [0, 1], [0, 1], [0, 1, 2, 3], [0], [0, 1], [0, 1]]
