tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=lambdarank
feature_names=proteinsolver_core_score_mut proteinsolver_interface_score_mut protbert_core_score_mut protbert_core_score_change proteinsolver_core2interface_score_wt protbert_core_features_protein_wt_7_pc protbert_core_features_residue_wt_4_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_interface_features_protein_wt_2_pc protbert_interface_features_protein_wt_3_pc protbert_interface_features_protein_change_1_pc protbert_interface_features_protein_change_6_pc protbert_interface_features_protein_change_7_pc protbert_core2interface_features_residue_wt_7_pc protbert_core2interface_features_residue_wt_9_pc
feature_infos=[5.9511897632091859e-08:0.99963247776031494] [3.9073256630217656e-08:0.99947136640548706] [8.8121964836318512e-08:0.99952268600463867] [-0.99945269214367727:0.99945269214367727] [-0.79961997270584106:0.94876820966601372] [-0.78957274467637495:0.80767350639326341] [-1.9413662227434518:2.6479360243123651] [-2.1252915226298748:2.1252915226298748] [-2.2081074222896802:2.2081074222896802] [-0.69514746452003795:1.2038601285608035] [-0.60579645721693443:1.2629317243331541] [-0.86005566420633706:0.86005566420633706] [-0.090899004524142957:0.090899004524142957] [-0.22183776132229402:0.22183776132229402] [-2.0864488589950261:2.2588736699320329] [-1.6731805837268394:1.9940098388906096]
tree_sizes=4019 4015 3996 4011 4015 4006 4025 4015 4018 3996 4028 4044 4009 4027 4070 4033 4019 4031 4014 4037 4049 4039 4036 4040 4026 4063 4062 4061 4058 4082 4063 4049 4071 4045 4081 4074 4063 4040 4057 4078 4077 4082 4071 4059 4072 4055 4071 4060 4050 4059 4095 4080 4084 4059 4075 4072 4038 4067 4066 4086 4053 4067 4058 4098 4084 4061 4084 4072 4095 4079 4080 4059 4046 4040 4047 4077 4082 4076 4066 4086 4063 4077 4102 4099 4061 4055 4060 4052 4061 4038 4037 4064 4038 4076 4087 4094 4048 4067 4086 4059

Tree=0
num_leaves=36
num_cat=0
split_feature=2 2 2 4 4 8 2 8 8 10 10 10 10 6 10 10 10 2 10 11 10 4 4 10 8 2 10 10 13 4 10 10 10 8 10
split_gain=444.324 84.2956 69.4875 33.4739 31.1757 14.8088 11.9569 9.78802 6.63478 6.37118 9.81837 5.90518 8.43027 4.56517 4.31451 8.67842 4.28636 3.98841 3.64916 3.22953 3.04984 2.98768 2.91351 2.7118 2.82572 2.6535 2.58009 10.3318 2.47499 2.41805 2.32358 2.10014 2.20967 2.06355 2.02779
threshold=0.061811281368136413 0.012725900858640673 0.43995288014411932 0.025407755747437481 0.018270302563905719 0.080053649759082121 0.0017970256158150735 -1.0000000180025095e-35 -0.076195589778311659 0.68616721963547589 0.68514466182472111 0.026857326257760359 -0.093511454463786628 -0.54749294823103922 -0.19655848664908693 -0.19654991179956058 -0.19552237830691743 0.98756691813468944 0.68514466182472111 -0.0061803199529242266 1.1522827944574321 0.11399164795875551 0.00014885108976159247 -0.45142457785776546 -0.11484118905460931 0.24730436503887179 -0.19654991179956058 -0.19655848664908693 -0.0024382535573783566 0.13018346577882769 -0.093510271562057171 -0.44717463906005722 -0.45142457785776546 0.12032854123210425 0.011229365765181449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 7 5 11 -1 23 -8 10 13 12 25 -9 33 -16 -10 28 34 -14 29 -6 -7 -3 -25 26 27 31 -4 -5 -21 32 -2 -15 -18
right_child=2 3 17 20 21 22 8 9 16 -11 -12 -13 19 14 15 -17 18 -19 -20 30 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.15076863130707358 -0.074426344049135409 -0.10511797481040655 -0.089833483733157748 0.096513690961619839 0.038283189682779405 -0.096045669715220813 0.12428736920890565 -0.073550721383831383 0.12820000291699846 -0.10827618544886103 0.14137116904391836 -0.061573183119799452 0.073930453790262238 -0.024903181450997579 0.14812227948895715 -0.0070433797974445381 0.062145362869072344 -0.14656286244694658 0.1198297148049689 0.090163934252067202 -0.050026477905257417 0.10641622345550084 -0.047189493983293931 0.063437851660788983 0.02092183810985852 -0.098490686440549299 -0.060088981262204001 0.13880996150822728 -0.12062280754733823 0.14803075165380586 -0.0080468598912063673 -0.070476532662112318 0.079140746402000098 -0.11544577694182211 -0.0044520150896204388
leaf_weight=104.77350910624227 1.5764749653753827 1.3917468267609354 35.872014799329918 22.301222301157395 17.674602419399893 56.773406851651089 41.638815936283208 12.628762563610506 7.7244349304965025 7.4104061257094136 3.9996484231669447 32.356034385957173 10.611883264878999 6.7935672689054574 4.2224819292314342 24.630249981521054 7.7086720240040512 45.567623220762471 4.8536491722334167 2.8008417084347483 1.1181189506314684 10.121801596571457 15.549122548865851 24.117585543557652 44.431921616160253 6.6388036199787157 14.507207775342978 3.9654041547328225 95.91766954495688 15.404146360640878 17.219869318581914 9.4538739240524574 2.3098528831033063 3.9987718455959111 11.236230022856033
leaf_count=10379 166 102 2945 2727 2330 4411 4470 1179 885 449 303 3191 1035 829 348 2807 980 2775 428 336 87 1206 1419 2479 4899 608 1443 366 7059 1837 1699 1231 289 319 1146
internal_value=0 0.0808199 -0.0754082 0.0309967 -0.035238 -0.0509678 0.129107 0.00724877 0.0980853 -0.0211144 -0.00963649 -0.026318 -0.009806 -0.0211906 -0.00451151 0.0156645 0.0634749 -0.12106 0.0424667 0.0293318 0.112734 0.0630932 -0.0855417 0.0330744 0.0358801 -0.0409853 -0.0289849 -0.00291041 -0.112242 0.11756 0.00569256 -0.0450371 0.0168468 -0.058451 0.0226464
internal_weight=0 350.384 378.916 172.449 201.559 173.763 177.935 133.625 73.1618 63.6839 56.2735 101.44 69.0842 52.2738 39.6451 28.8527 31.523 177.357 23.7986 30.6326 38.8235 27.7964 72.3225 69.9413 68.5495 38.4516 31.8128 17.3056 131.79 37.7054 20.0207 13.3402 3.88633 10.7923 18.9449
internal_count=69162 36653 32509 18365 19730 16194 18288 13714 7909 6234 5785 10364 7173 5482 4303 3155 3439 12779 2554 3070 4651 3536 5830 7480 7378 4103 3495 2052 10004 4564 2035 1686 455 1148 2126
shrinkage=0.1


Tree=1
num_leaves=36
num_cat=0
split_feature=1 1 1 7 9 9 12 9 1 9 1 1 1 1 11 12 10 10 5 9 1 1 11 7 9 12 9 12 5 12 1 7 12 11 7
split_gain=741.332 124.038 120.817 24.6541 17.7545 20.5354 17.2071 17.1672 13.2501 13.7722 15.1002 12.884 12.8723 11.9766 9.74338 9.02565 7.93263 11.8736 7.87204 7.23367 6.53185 6.37263 6.33269 5.60699 5.45885 5.09783 4.85789 4.461 4.29446 4.20161 4.14705 5.08055 4.13815 3.86683 3.84627
threshold=0.034505181014537818 0.17964260280132296 0.0018002391443587842 0.078054955713082699 0.85202751790499187 -0.17090902138365208 -0.0096071571763128739 -0.42449237182921723 6.8412991822697236e-05 0.55876804365783272 0.00035061711969319736 0.092068888247013106 0.39133536815643316 0.014565606135874988 0.0015556539593958004 -0.010330229862003198 0.68616721963547589 0.68514466182472111 -0.090527795633464858 -0.42447059611136456 0.081842429935932173 0.005900733871385456 -0.012446427886957276 0.13797609403586872 0.43501299029142476 -0.0060478657588113058 -0.53362263794378351 -0.014396666904440336 -0.074963374120182433 -0.00088744569243278803 0.002761666895821691 0.032442323215119674 -0.0019407950202559381 0.0035799552118915682 0.050412223855170878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 11 5 6 19 15 -9 18 -11 26 -3 22 34 -1 17 21 -10 -4 33 29 -7 -15 -22 -13 -2 -28 -20 -8 -24 -32 -30 -5 -12
right_child=1 12 4 20 -6 13 16 8 9 10 14 25 -14 23 -16 -17 -18 -19 28 -21 24 -23 30 -25 -26 -27 27 -29 32 -31 31 -33 -34 -35 -36
leaf_value=-0.090300840763477205 -0.11290503111312714 -0.093536235877101748 0.014240642114778233 -0.031869901183900373 -0.026980737805423427 0.10037544645011516 0.0070319105416592493 0.12408049531637366 0.12285708020779895 0.097004992115277688 -0.042561343386111526 -0.082640235027625894 -0.13038953306190879 0.032443740621626804 0.068709486737924583 0.05447993525812489 -0.12635950451628469 0.084000262107046128 0.062744143505636937 -0.072298435091096833 -0.096428159710634884 0.0044701836908371427 0.096095801120714225 -0.030357912438815624 -0.025407310848328375 -0.037071525874635879 -0.060470794589972836 -0.0038846801943508858 0.06969296796577501 0.04888859327676312 0.063689099483022815 0.018092978795219438 0.10794743897956596 -0.073001410624493862 0.051252795083063067
leaf_weight=4.5010683964937916 4.4433950090315184 197.38268247526139 13.968968337634577 54.579065455938689 65.673802151344717 39.531671866308898 35.774752217112109 106.80692955292761 73.140275428071618 35.883982538245618 23.530469142831866 31.343024746282026 182.32314737001434 95.594220048049465 17.92522508604452 99.265141559531912 3.6492028478533021 28.091996574308723 62.381298678461462 31.306053199339658 78.709052497055382 181.84213309874758 19.997349209850654 16.699872690020129 12.547895070165394 113.27452994580381 14.849850757978855 225.39394585520495 43.00908072758466 72.752847547875717 64.299816316459328 39.418639958603308 82.556802998296916 39.324272911297157 5.3670162018388501
leaf_count=57 241 9217 373 2122 2149 764 708 1668 1226 541 349 1186 9204 2674 397 1366 126 756 1166 864 3560 5280 440 577 603 4539 544 8047 778 1456 1670 1090 1325 1977 122
internal_value=0 -0.0668841 0.0499026 -0.0375714 0.0225458 0.0276049 0.0121273 0.0848704 0.0933151 0.0837572 0.0481962 -0.0232843 -0.111232 0.0482415 0.01079 0.0481998 0.020241 0.0219209 0.0950221 -0.045598 -0.0676103 0.0159149 0.0655328 0.0231042 -0.0866627 -0.0469477 -0.0092986 -0.00738236 0.0841901 0.0350911 0.0543993 0.0463601 0.0948444 -0.0490947 -0.0251376
internal_weight=0 954.171 1262.97 574.465 708.601 642.928 367.386 554.367 450.601 343.794 82.7067 389.305 379.706 275.542 46.8227 103.766 322.111 318.462 261.087 45.275 185.16 290.37 163.247 112.294 91.2569 144.618 244.687 240.244 187.947 108.528 123.716 103.718 125.566 93.9033 28.8975
internal_count=69162 41240 27922 22819 18927 16778 9563 8995 7572 5904 1409 14557 18421 7215 868 1423 8326 8200 4495 1237 8262 7444 3964 3251 4163 5725 8832 8591 3269 2164 3200 2760 2103 4099 471
shrinkage=0.1


Tree=2
num_leaves=36
num_cat=0
split_feature=2 0 2 2 0 9 9 2 9 8 2 0 8 0 8 0 2 7 6 8 2 8 9 9 9 9 2 9 7 9 9 0 8 0 15
split_gain=582.555 155.069 71.8331 41.6381 27.3243 24.4988 19.6198 18.4626 17.9565 12.0797 10.4228 9.66762 8.89696 8.1004 6.3586 5.54337 5.36393 4.84068 5.0518 4.82249 4.74621 4.56364 4.40878 11.9212 6.6316 4.06047 3.84285 3.58285 3.51665 3.4643 3.44649 3.37184 3.37058 4.25295 3.36567
threshold=0.081886801868677153 0.0092920828610658663 0.0073497190605849036 0.21491991728544238 0.12416435033082963 -0.42449237182921723 -0.2551710209407117 0.00056948131532408308 0.37032124401343164 0.056944977224013066 1.8595091205497741e-05 0.00015876750694587829 -0.094888111577713263 0.02321665640920401 -0.22968061856732294 0.01858292426913977 0.54824867844581615 0.47195354686663554 -0.40061083550401866 0.2060997752439799 0.026900772005319599 0.023622500717553074 -0.42449237182921723 -0.42447059611136456 -0.39421852110618055 0.41386352472951499 0.0048217277508229026 0.8330178616656374 -0.087104073409880717 -0.53355871336626615 -0.19421047379619683 0.0027736395131796603 -0.59531284553067465 4.4428872570279061e-05 0.20174580220865032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 9 12 10 -3 25 17 13 -1 28 -4 -2 -8 34 21 18 -9 22 -6 -5 29 -24 -25 -7 -16 -28 -10 -17 -15 -11 -12 -34 -14
right_child=3 2 4 16 20 7 14 8 11 31 32 -13 15 30 26 19 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.075742279952820651 0.024807028033819376 0.00087267739835833035 0.016976170395724698 -0.063552257570750573 -0.023611575824017482 0.095755580435804413 0.11012456538202571 0.094427441931791159 0.0017249002255489742 0.059825995747650643 -0.07114561094255048 -0.00037401386794717293 0.021660888455343842 -0.080116158031648219 0.073192785099077284 -0.024512901611687253 -0.13217975379123659 0.12038410566627054 0.058176373914576578 -0.086225572393090477 -0.08522475333282345 -0.11590822992981842 0.071133579858568968 -0.12596047364835294 -0.020426673572863499 0.12888530968389897 0.042823168774704809 -0.07483770662823086 0.11044234679220542 -0.11521343403344862 -0.039084173193295449 -0.097387613339207202 0.076017083752267858 0.016583862403826515 -0.051572884362712602
leaf_weight=48.396962363272905 16.211847167927772 43.596880027092993 96.598465392831713 22.796225938014686 15.481915061594917 163.81031072605401 42.968246157513931 65.851881581358612 3.8378713661804822 1.3930623815394927 3.8716938262805334 53.701831510988995 44.885382909327745 29.431991152931005 55.841250688768923 8.3092198884114641 185.57244494487531 25.288252590224147 92.355751907918602 12.046496613416819 64.969236011384055 61.735949266701937 14.204378337133674 6.1497182408347717 187.43788534181658 47.786994410678744 11.084342681569977 3.3763140598312011 13.23802861291915 8.5383032027166319 67.232671778416261 65.90581099956762 13.686456982977687 100.09447875758633 7.2954928926192215
leaf_count=467 696 2398 4009 1363 976 2719 1199 1664 58 67 81 1976 1819 1850 2182 698 11677 500 2806 570 3751 3827 601 302 8691 727 405 152 202 482 3739 4047 121 1960 380
internal_value=0 0.0347594 -0.00065297 -0.0978324 -0.0203593 0.0696597 0.0578775 0.0814149 0.0632548 -0.0605999 0.0366794 0.0204665 -0.00929576 -0.0406067 0.0798183 -0.0180812 -0.122669 0.079759 0.0732654 -0.0245856 -0.073368 -0.101789 -0.0212801 -0.0172911 -0.0237792 0.103238 0.0612952 0.0153514 0.0860077 -0.0704798 -0.0515774 -0.0941333 0.0206107 0.023733 0.011422
internal_weight=0 1254.7 622.784 450.28 465.916 631.921 156.867 465.871 254.274 180.175 166.05 70.7777 385.465 112.877 113.27 288.867 270.105 183.496 158.208 236.686 80.4512 84.5322 224.64 207.792 193.588 211.597 70.3019 14.4607 17.0759 16.8475 96.6647 67.2989 117.653 113.781 52.1809
internal_count=69162 41896 28615 27266 22279 13281 6336 10652 7206 10399 2629 2236 17552 6285 3938 13543 16867 4970 4470 11344 4727 5190 10774 9594 8993 3446 2739 557 260 1180 5589 4114 2162 2081 2199
shrinkage=0.1


Tree=3
num_leaves=36
num_cat=0
split_feature=0 4 0 0 4 4 4 0 11 0 7 7 6 10 6 10 13 4 4 6 6 10 6 10 7 13 13 4 4 4 10 7 0 10 15
split_gain=366.795 143.788 46.7309 32.0056 20.087 12.1866 9.62404 8.30975 6.4348 5.45133 3.97535 3.50328 3.21569 3.08139 3.02677 2.9656 2.94034 2.89078 2.85912 4.09948 2.8117 3.77434 2.91774 2.7631 3.2362 2.53556 2.51041 2.49576 2.37474 2.53709 4.08615 6.01214 2.35021 2.34382 2.2145
threshold=0.014267036225646736 0.042251091450452812 0.095938213169574751 0.00062201870605349552 0.058746144175529487 0.13018346577882769 0.0080284606665372866 0.0056352068204432735 0.0027470967677297353 0.41587339341640478 -0.030386871930578142 -0.065812930604430428 -0.30565573618158298 -0.094577265992780282 -0.27733172460630839 -0.06794430297551525 -0.0068435652014598594 0.0062494855374097833 -0.0027492754161357875 -0.77252484918487296 -0.31228905365085458 0.39143942294332507 -0.10254463082002181 0.017146529693463586 -0.10517862534911339 0.0038453411870918463 0.0045599517420238647 0.014090564101934435 0.0051151290535926828 0.031017834786325697 -0.093511454463786628 0.016047600530873212 0.0003409347555134446 0.68918298616964624 0.10625531111323477
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 15 7 23 8 13 10 17 -2 -8 34 -5 33 16 -1 25 19 -18 -7 -22 -23 24 -3 -4 -16 -9 -20 30 -30 -32 -21 -15 -6
right_child=1 5 9 4 12 20 11 27 -10 -11 -12 -13 -14 14 26 -17 18 -19 28 32 21 22 -24 -25 -26 -27 -28 -29 29 -31 31 -33 -34 -35 -36
leaf_value=0.10105502438763153 -0.020601400255126349 0.036742974890324596 -0.080055012636102013 0.055669465010809542 0.1020807771125995 0.087436018152824535 0.02411768977534345 -0.007924308303158184 -0.064431549881709058 -0.11089259799186031 -0.050206648879873687 -0.023142228376870966 0.057279894304289036 0.053292354731419106 0.023605662012327069 0.099954361112828183 -0.01256517514518183 -0.052118127986866152 0.098791468870218002 0.072240219813281076 0.06501393609648172 -0.10349879399281109 0.029768457027218972 0.034890208866634131 -0.026239891448165055 -0.10591040834837114 -0.024136613677736396 0.032534612655040783 0.09608241522655657 0.087259605399929593 -0.049144128324363441 0.071855516418514329 0.017458240833816831 -0.052681062580129528 0.03445860707333076
leaf_weight=38.847863702103496 97.070448032114655 12.079471688484771 148.82333165698219 56.663253906415775 44.310461124870926 42.808250234462321 26.643990532495081 78.0675418083556 117.71023214003071 95.79821685119532 85.136449582874775 38.135004492010921 42.697880784980953 41.533957935404032 58.524127727607265 71.002612411975861 8.0144510241225344 27.601378529448994 43.513439347501844 49.901813127100468 34.541335910558701 2.4230215856805444 5.1023361193947485 30.276286030421034 25.130687913158908 50.901830864138901 13.567035367246715 18.946965926559642 9.7985213338397461 30.773461733944714 7.8035155637189773 8.6673821276053769 9.2890164488926512 2.1974572353065005 5.4370498936623326
leaf_count=533 5304 650 10843 1872 975 1527 1373 3738 7942 6646 5265 2288 1317 1276 2028 1376 100 2046 598 672 1541 70 189 1454 1498 3317 597 827 174 451 120 118 216 64 157
internal_value=0 -0.0437224 -0.0631928 0.0567802 0.0371886 0.0441747 -0.0386579 0.0233912 -0.0462076 -0.0908842 -0.0344345 -0.00370394 0.0774114 0.0365603 0.0272116 0.0823234 0.0762645 -0.0824524 0.0705238 0.054555 0.0693934 0.0510327 -0.0131411 0.0124581 -0.00579387 -0.0866445 0.0146209 -2.26674e-05 0.0811963 0.0677744 0.0449484 0.0145288 0.0636431 0.0479673 0.0946902
internal_weight=0 840.182 687.821 639.558 361.946 152.361 364.696 269.5 299.917 323.125 182.207 64.779 92.4454 172.486 115.823 277.612 206.609 227.327 167.762 67.2053 84.8749 42.0667 7.52536 67.4864 37.2102 199.725 72.0912 97.0145 100.556 57.0429 26.2694 16.4709 59.1908 43.7314 49.7475
internal_count=69162 51953 45024 17209 12851 6929 22172 10402 18511 22852 10569 3661 2449 5837 3965 4358 2982 16206 2449 988 3327 1800 259 3602 2148 14160 2625 4565 1461 863 412 238 888 1340 1132
shrinkage=0.1


Tree=4
num_leaves=36
num_cat=0
split_feature=3 4 3 3 4 2 2 9 2 6 3 9 3 9 12 4 10 4 2 4 9 10 10 9 6 9 2 4 4 4 10 4 9 3 9
split_gain=443.385 73.3356 54.9728 27.0466 21.2809 15.7319 13.3557 9.52199 8.13305 6.76837 6.48308 6.35971 4.78264 5.08362 4.6927 4.50077 4.41374 3.61133 3.43373 3.41915 4.1012 4.92367 3.61786 5.12088 3.16712 3.03075 2.85654 3.36506 2.60875 2.54782 2.46068 2.39786 2.27336 2.12219 1.92869
threshold=-0.017959159915335473 0.058746144175529487 -0.4576640309824142 0.067029221798293306 0.058746144175529487 0.0019775080727413301 0.12762732803821566 -0.30382081849109793 5.1532982979551896e-05 -0.31228905365085458 -0.075022567063570009 0.85628611699070711 0.37231905979570007 0.81804581183528968 0.0058123795576635528 0.0028882664628326897 0.68616721963547589 -0.0097695488948374969 0.00079596132854931067 0.0030432799831032757 -0.1942085329469812 0.68616721963547589 0.68514466182472111 -0.19421047379619683 -0.28560727621278509 0.46502029960445929 0.0019775080727413301 0.013316614087671043 -0.0069145079723966765 0.13018346577882769 0.008913268597323205 0.17046826239675286 -0.24181401552322551 -0.997380033180434 -0.19421047379619683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 5 32 9 8 17 16 11 34 13 -5 -10 18 29 -1 -2 20 21 22 23 -12 -6 28 -9 -28 -20 -3 -27 -11 -4 -19 -7
right_child=1 6 4 12 24 10 -8 26 14 31 19 -13 -14 -15 -16 -17 -18 33 25 -21 -22 -23 -24 -25 -26 30 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.044230415523737895 0.042366999933483772 0.041081294596652829 0.029505619959517879 -0.093756206515715618 0.080615148671347003 0.0065402236450269133 -0.070174409367949095 0.1003119589964028 0.022111933868825786 -0.036395767745695098 -0.04891616133277054 -0.029761568076486552 -0.11005123782237483 -0.038910174007913766 0.075572432210493368 -0.029760331219613329 -0.050773088335658058 0.13388880275897544 -0.055031652200412701 0.0069820785410683213 -0.051219160249499421 -0.11271061465550765 0.076611239831445133 0.061154707774769883 0.044619395657863242 0.018253126564042474 0.050399053702083731 0.098779626398786249 -0.082931925750194188 0.096656257152409442 -0.051466244892426953 0.031194955734809765 0.06600367115075044 0.086352054585940446 0.040105895035973026
leaf_weight=17.395665984600782 3.1095534898340693 12.101004095282404 28.775570307858288 89.015432915824931 54.601262372569181 25.847025593975559 11.719246892142108 151.84454340173397 55.482617679052055 9.6614382875850442 11.913833160186192 24.505933632142842 172.02228107431438 20.860191838117316 23.320935391820967 60.541730258148164 2.8164437417872241 11.882641776930539 63.840840555261821 31.006882186047733 45.497045370051637 3.5723225981928399 6.5552932140417388 6.5506744249723878 44.255108874291182 7.0630232056137201 29.290543720242567 28.234550597611815 70.546464547631331 25.915860880399123 17.871175613370724 11.491606705996672 41.937868937617168 44.79243295872584 50.693311637849547
leaf_count=408 109 497 921 6823 1527 1858 838 4141 2882 472 857 1364 12902 1680 605 3664 136 149 4195 1835 2693 196 352 390 1754 492 1850 1319 5051 737 1126 440 1008 904 2859
internal_value=0 -0.0654535 0.0514724 -0.0790566 0.0246726 0.0104512 0.0277253 0.0792686 0.0602949 0.0462344 -0.0035103 0.0145756 -0.0996414 -0.0833435 0.0379329 -0.0530319 0.0700177 0.0840857 -0.0617057 -0.0208993 -0.0325678 -0.00288905 0.0127913 -0.00986619 0.0645009 -0.0637369 0.0931226 0.0741453 -0.0696779 0.0789664 -0.0317171 0.00032358 0.0511514 0.0963187 0.0287711
internal_weight=0 578.576 737.956 504.871 375.712 276.856 73.7056 362.244 152.874 61.9864 206.142 101.046 281.898 109.876 78.8036 222.973 40.8333 74.0707 162.431 105.096 74.0892 28.5921 25.0198 18.4645 98.8564 159.322 209.37 57.5251 134.387 38.0169 24.9342 21.153 70.7134 56.6751 76.5403
internal_count=69034 39162 29872 36042 17614 14333 3120 12258 4948 2282 12404 6081 21405 8503 3487 14637 1370 1461 10973 6323 4488 1795 1599 1247 3281 10864 7310 3169 9246 1234 1618 912 1929 1053 4717
shrinkage=0.1


Tree=5
num_leaves=36
num_cat=0
split_feature=2 2 4 2 4 2 2 4 10 7 10 10 10 6 10 10 5 5 5 5 4 10 4 5 10 5 2 10 2 10 14 5 5 10 7
split_gain=254.718 92.2576 60.6487 17.2406 12.0099 9.69006 6.52054 5.92066 4.79083 4.45446 4.00822 11.0118 4.61133 3.46163 3.26375 2.99424 2.8784 6.30351 5.173 6.13512 3.66653 2.5966 2.43666 2.3894 2.29345 2.26821 2.26572 2.18241 1.9237 2.67544 2.45963 1.78286 1.70009 1.99489 2.13907
threshold=0.081886801868677153 0.0019775080727413301 0.058746144175529487 0.38654841482639318 0.10044012591242792 0.012725900858640673 0.00022991257719695571 0.0032754973508417611 -0.1226448008023978 0.37273256517665615 0.68616721963547589 0.68514466182472111 0.52716770948846425 -0.28560727621278509 -0.054307984383355781 0.018097319058706481 -0.07683836389876296 -0.076875149138644447 -0.064941478010096754 -0.063918118103168664 -0.0097695488948374969 -0.20674210535098339 0.27556009590625768 0.29191544671220454 -0.45142457785776546 -0.18401894088227563 0.12762732803821566 0.68514466182472111 1.3242615750641564e-05 -0.093511454463786628 0.42067726019562363 0.29128729556899796 -0.030153929963726026 -0.071927253132065008 -0.15261347941537223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -2 8 14 10 -3 13 11 12 16 22 28 21 17 20 -18 -20 -7 -8 -4 31 -9 -15 -6 -10 -1 -30 -31 -21 -23 -34 -35
right_child=3 2 9 -5 26 7 15 24 27 -11 -12 -13 -14 25 -16 -17 18 -19 19 23 -22 32 -24 -25 -26 -27 -28 -29 29 30 -32 -33 33 34 -36
leaf_value=0.088504211789419709 -0.060271654022350053 0.040867519538083312 0.052196366917097115 -0.097877776025362434 0.064561013386854701 0.00033685012522294793 0.091915921267898548 -0.12972796926615501 -0.01439421710058985 0.09944312216051937 -0.084679386639149035 0.073341628773183509 -0.10205419067710064 0.067642122142209993 0.10779316394040306 0.089370514625969691 -0.11221903204580826 0.05245474686576107 0.13368241419654656 -0.039023342744240394 -0.065885379241812425 0.057865032694399458 0.093179643318232808 -0.084744750240273975 -0.0031711647970176929 0.015878594814634477 -0.020369487129702584 0.035193993934608855 0.083075928254981321 0.047545918165553244 0.12955984259683434 0.022871139991522169 0.011016535497060838 0.015185502830271114 0.060562346271631033
leaf_weight=59.087676270399243 150.20852956670569 28.997393250116147 52.629846239229664 163.08208241459215 9.4034467071760428 15.431528521934519 11.308302372111937 1.4608904861379404 61.728165484848432 21.422144103620667 17.471046702004969 8.991463700309394 11.263445216580292 11.179605589248238 33.714653841452673 18.400236451881938 10.210510571021585 10.735206097830085 2.0504082045517853 82.983643983432557 18.246995971945584 41.542123711085878 20.027614858234301 11.123225616523994 72.198773443698883 34.86438032949809 4.7165804209653279 10.365585206542162 52.387318932102062 59.764486589934677 3.8950752103701225 4.9303489360027006 27.126582880038768 15.725570909678934 30.610178038943559
leaf_count=991 12899 1673 1946 13564 477 1105 493 79 4001 492 1077 596 626 589 689 594 698 874 191 6319 1627 1558 585 836 5049 1851 321 496 1209 1950 45 496 1223 656 1159
internal_value=0 0.0287677 0.00148128 -0.074843 -0.051983 -0.0198279 0.0679971 -0.0298083 0.00654191 0.0574732 -0.0389957 -0.03446 -0.040265 0.0498988 0.0793015 0.0516827 -0.0357955 -0.0142726 -0.0443842 -0.0375325 -0.0355423 0.0461926 0.0634932 -0.0410772 -0.00568116 0.0284469 0.0361913 -0.00726446 0.0738166 0.0663381 0.052564 -0.0355522 0.0416967 0.0325536 0.0451622
internal_weight=0 861.874 508.312 327.411 164.329 368.189 353.562 267.097 101.091 140.124 193.438 175.967 166.975 118.701 208.849 144.713 155.712 44.4137 111.298 101.088 33.6785 126.313 72.6575 99.0372 73.6597 46.044 14.12 72.0938 175.135 116.047 63.6596 87.914 115.004 73.4623 46.3357
internal_count=69034 41773 31206 27261 13697 25743 10567 19573 6170 5463 14445 13368 12772 4971 4884 5683 12146 3606 8540 7842 2732 5089 2531 7651 5128 2440 798 4497 4195 3204 1995 6815 4596 3038 1815
shrinkage=0.1


Tree=6
num_leaves=36
num_cat=0
split_feature=1 1 1 2 2 2 2 9 2 1 9 5 2 1 1 9 9 1 13 9 10 2 10 9 2 9 2 13 2 5 9 5 2 9 10
split_gain=283.887 39.216 28.2434 21.5625 11.9228 9.995 7.01047 5.69387 5.23346 4.74536 3.83403 3.68188 3.63458 3.34851 2.95915 2.59623 2.47462 2.29624 2.21677 3.08359 2.08668 2.3123 2.45898 1.92627 1.89951 1.88022 1.78633 1.82121 1.48277 2.02479 1.45389 1.39605 1.36602 1.41827 1.3637
threshold=0.015115126501768829 0.14524971693754199 0.0016894560540094974 0.12762732803821566 0.0035655190004035835 0.15587676316499713 0.0052240139339119205 0.85628611699070711 0.00063788026454858493 0.00013736715482082221 -0.24505395905229693 -0.077793223368427158 0.12762732803821566 0.03373739309608937 0.39910846948623663 0.67971881347116203 -0.10512852611812276 0.0068464549258351335 -0.003919202023536795 0.51042018486629825 0.013986471376791374 0.00020097450033063072 -0.20001362512704035 0.85628611699070711 0.27320860326290136 0.85628955194357415 0.4919171035289765 -0.0053647170749836865 0.00096111491438932728 -0.10929958120212679 -0.11415207412895338 -0.10928457849172868 0.025757159106433395 -0.24181401552322551 -0.093510271562057171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 10 7 -3 16 -9 -1 -2 -11 20 23 15 -8 17 -4 19 -15 21 30 -23 -6 -5 -25 27 -17 -19 -30 -13 -31 33 34 -20
right_child=1 6 5 24 13 -7 14 8 -10 11 -12 12 -14 18 -16 26 -18 28 32 -21 -22 22 -24 25 -26 -27 -28 -29 29 31 -32 -33 -34 -35 -36
leaf_value=0.086847010850060011 0.010588724882973938 0.025000316149351384 0.037922495357704401 -0.049361695978568057 0.0035576283614751434 -0.087254601475941829 -0.076475344600899442 0.096329463237005766 -0.03524037384259341 0.090002469470638155 0.070511394601152341 0.059223023711664505 -0.074001879809053803 -0.018361536443015178 -0.092987542420232605 0.040673143075373779 0.052452894325677193 0.036990826076315125 -0.015025707194076197 0.074093718364975469 0.09123861256568444 0.083279173098995629 0.030882536816542506 -0.070131880471409794 -0.084237639491201236 0.055661234284318309 -0.099178350117727299 -0.040652609247575883 -0.068826942247971284 0.052958597883704911 0.099836077614462559 -0.0067775930201448634 -0.042626193098116077 -0.00051926302995425984 -0.08564174275698444
leaf_weight=139.32736603624653 25.405978153459728 6.4774137939093626 68.994118619826622 22.697632292867638 58.857843987760134 7.6379541229689485 115.31756434997078 3.5424756091088083 20.627199393697083 37.387934911297634 18.418520144303329 44.872639688663185 2.1618753686780101 31.416563898616005 105.45068983803503 3.4883746046107307 58.948005000536796 11.86537597759161 6.2705440421123058 4.0753358803922302 15.492209591902791 10.715562656754626 54.566870498703793 6.7855585035867971 50.058702119160444 1.4404481974197549 3.8455853261111761 13.073168971342966 4.2447527854237697 5.0204232679680016 10.969333546468986 17.723668162361722 86.609853135363664 18.25275085575413 4.8497951840981859
leaf_count=2721 1791 531 3308 2289 4464 631 10292 145 1207 1105 1181 1025 119 2781 8860 356 3362 668 576 331 493 429 2597 431 4797 109 318 1080 286 292 218 1310 7176 1413 342
internal_value=0 -0.0474872 0.0544598 -0.0251883 -0.0118314 0.024918 -0.0776635 0.0294045 -0.0159566 0.0730564 0.035773 0.0621497 0.0546459 -0.0213769 -0.0804208 -0.0706572 0.0359776 0.0269725 -0.0296141 -0.00774542 0.0566817 0.0522618 0.039483 -0.00277731 -0.0733575 -0.0481044 -0.0377796 -0.0235229 0.00752833 -0.00542456 0.0672009 0.00640829 -0.0363061 -0.0176707 -0.0458227
internal_weight=0 582.792 514.098 335.14 262.383 198.604 247.653 190.966 24.1697 315.494 43.8245 176.166 138.778 218.559 241.175 135.725 166.796 107.848 151.475 35.4919 136.617 121.124 65.2824 67.0839 72.7563 8.22601 20.4071 16.5615 38.8542 26.9888 55.842 22.7441 115.983 29.3731 11.1203
internal_count=69034 49118 19916 27681 20595 11209 21437 10578 1352 8707 2972 5986 4881 17623 20906 12046 9226 5864 12619 3112 4762 4269 3026 5004 7086 540 1754 1436 2556 1888 1243 1602 9507 2331 918
shrinkage=0.1


Tree=7
num_leaves=36
num_cat=0
split_feature=3 4 3 3 4 0 0 0 9 9 10 0 5 3 9 9 7 3 0 10 4 4 2 2 7 0 9 3 5 4 2 5 5 0 5
split_gain=207.136 36.9838 30.5091 13.5306 10.207 10.114 8.3049 7.26237 7.87979 3.6406 3.6008 3.57988 3.53766 3.49298 3.33675 3.29399 2.87375 2.81364 2.49497 2.45596 2.37786 2.27631 2.24315 1.87598 1.85147 1.54759 1.5452 1.53788 1.46471 1.38898 1.58558 1.54387 1.44039 1.36835 1.89818
threshold=-0.020493818446993824 0.12038077041506769 -0.4576640309824142 0.22790579912543765 0.058746144175529487 0.011968633625656368 0.0012686062254942956 0.0003409347555134446 -0.30382081849109793 0.81804581183528968 0.0060518422448748799 0.11782310903072359 -0.06202861531343444 0.098753542639315142 0.2171793126335628 0.85628955194357415 0.47195354686663554 -0.10278611816465853 0.26862163841724401 0.68616721963547589 0.013316614087671043 0.014826942235231401 5.1532982979551896e-05 0.00050735930562950682 0.039097996436407552 0.0077478999737650165 -0.14808563263781158 0.98455266930977825 0.30091714802428021 -0.029730119276791808 0.050310079008340843 -0.10929958120212679 -0.10928457849172868 0.02321665640920401 0.064763639907691531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 6 12 -4 -1 22 11 -11 21 -2 19 17 23 -6 26 25 33 -10 -7 -9 -16 -25 -19 -8 -5 -22 30 -27 -31 -33 -3 -35
right_child=1 13 4 27 16 9 14 8 20 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 28 -23 -24 24 -26 29 -28 -29 -30 31 -32 32 -34 34 -36
leaf_value=0.082660386588868373 0.042044059099326764 0.079571963282595276 0.042428614809899796 -0.07636032006775359 0.040511808107088883 -0.054055725650578174 0.0095889363715893627 0.045793792950254708 0.053727058013257348 0.052637291470214898 -0.036556196120361033 -0.075028211759074509 -0.023589443138363152 -0.055394745886627822 0.082860675584436452 0.063986010266753476 0.096990083840793884 0.021415372629241869 -0.08926482392662799 -0.047650071816259243 0.086354561359750726 -0.021001438608861958 0.0087583556072597293 -0.059618472366548991 -0.0094915226665936436 -0.07440300049415717 0.050274527801014018 -0.099647967468331378 0.0020418983700640817 -0.043314635652185865 0.012757896166349765 0.053248893669702015 -0.0048920204707450423 0.0065796189093126249 0.073267312610218918
leaf_weight=113.29084784293082 15.406120507861486 16.350839548511431 45.235711823217571 122.38732073589927 59.895461376232561 94.976888373843394 29.300683093373664 27.200573675334454 64.421632038836833 5.6307766167446998 23.072909430833533 71.267796507803723 17.587260625092313 3.3089167313883072 1.197914040647446 3.3144705948652691 10.604222653433679 16.349650939460844 3.7433020600583395 2.3132385467179111 48.127281680586748 26.688606868265197 41.011918827774934 24.289910310646519 10.576954388699958 6.8172774568083678 13.699093047238419 36.909846872207709 2.1526342141441992 8.7647512734401953 3.0080210485029966 5.0147367888130203 28.350613490561958 8.7521865544840711 8.3310764458728936
leaf_count=2000 1010 498 1788 12322 2975 8958 2497 907 3734 468 1900 6852 1205 312 52 290 207 950 337 145 2482 2187 3034 1613 759 502 1093 2936 101 784 279 409 2537 504 407
internal_value=0 -0.0501207 0.0405985 -0.0588977 0.0162961 -0.0445974 0.0047461 0.0627642 0.0504412 -0.0522869 -0.0190592 -0.0572303 0.00705784 0.0429004 -0.00629206 -0.031417 0.049007 0.00230783 -0.00977352 0.0519989 0.0664471 -0.0468049 0.0235267 -0.0401849 -0.0444123 -0.00541718 0.0225508 -0.0817562 0.0827449 -0.013861 -0.0477186 -0.00596497 0.00384643 0.0588935 0.0391015
internal_weight=0 452.984 566.368 413.928 270.163 254.63 199.663 296.205 182.914 221.637 28.7037 192.933 32.9934 39.0563 154.427 39.3792 70.4997 115.048 72.0484 35.7473 114.702 121.665 68.2125 36.0648 34.8669 68.3051 42.9998 159.297 50.2799 51.9554 9.8253 42.1301 33.3654 33.4341 17.0833
internal_count=69034 39704 29330 37838 17072 22580 13890 12258 10258 20365 2368 17997 2215 1866 12102 2714 3182 9388 5798 1554 6317 11145 3941 2424 2372 5461 3590 15258 2583 4511 781 3730 2946 1409 911
shrinkage=0.1


Tree=8
num_leaves=36
num_cat=0
split_feature=1 2 1 1 2 2 2 1 4 6 2 4 6 2 2 7 4 2 6 6 1 0 2 0 0 4 4 0 1 0 0 7 1 7 15
split_gain=176.85 25.4567 17.7963 12.0101 6.62192 5.72595 5.69788 3.15752 2.84275 2.72629 3.0114 2.501 2.39276 3.02165 2.26441 2.07422 2.04473 1.95378 1.8966 1.78365 1.7622 1.71928 1.30392 1.37743 1.22888 1.15511 1.94036 1.1439 1.12482 1.1131 1.09994 1.08547 1.08349 1.06486 0.993073
threshold=0.015115126501768829 0.024207220412790779 0.0019463392090983691 0.1420962139964104 0.27320860326290136 0.0033185828942805533 0.15194667130708697 0.00011032468319172041 0.10044012591242792 -0.23588905181243883 0.00063788026454858493 0.0032754973508417611 -0.37764429255612408 0.00020097450033063072 0.88803666830062877 -0.065812930604430428 0.014090564101934435 0.15931108593940738 -0.97354511020353318 -0.096909085532741246 0.034505181014537818 0.026181845925748352 0.022101021371781829 0.017591699026525024 0.036278015002608306 0.014090564101934435 -0.00090660527348518361 0.012762036174535753 0.24091210961341861 0.064063169062137618 0.039057364687323577 0.0054077446200013991 0.32737812399864202 0.40282264713040555 0.66424042257012528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 8 25 9 -1 20 16 34 18 22 -14 19 -15 -4 -17 -7 29 21 -3 23 -9 -22 26 -2 -12 -20 -5 -18 -21 -31 -26 -11
right_child=1 3 6 14 -6 11 -8 12 -10 10 27 -13 13 15 -16 17 30 -19 28 31 24 -23 -24 -25 33 -27 -28 -29 -30 32 -32 -33 -34 -35 -36
leaf_value=0.073381056149194948 0.043008397517765778 -0.035507543334501929 0.022015576013746933 -0.10259978872351663 -0.069642096638403719 -0.10572126571487098 -0.07293366552392723 0.049843802775405135 0.016919152210779782 0.046199246456530507 -0.011499743707395753 0.0085982582849903743 0.063299020693908914 0.0085478295481464708 -0.087295136566407625 0.048802274042909363 0.045294413473933232 -0.06640075790641374 -0.018798951402568362 -0.063295643738814342 -0.062560643109687619 0.0095353240492506968 0.088923112355376602 0.10762025396724934 -0.028122908991928892 0.054457241903891423 -0.0080525786126328363 0.01916484137383663 -0.071020993616962486 -0.055990737163913201 0.087980911557079544 -0.037820708582575052 -0.080851799257669166 -0.066506401503918844 -0.021500765840489058
leaf_weight=117.30120462237392 16.064687022939324 14.856770918064283 38.975374087691307 11.013270172639748 42.380037090886617 3.1660042756702742 6.4574002866866058 31.524010065477341 14.62851973986835 22.404333359852902 39.579468077514321 25.203442419937346 46.42559522180818 26.790005261660554 52.200888343009865 38.845121255610138 23.603472927701663 1.530127030564471 33.681377653847449 34.64420134559623 14.784691412933169 19.725035656476393 20.572629685164429 4.7478548053186378 82.85795877216151 13.648393358103929 13.865788682131098 17.563156786840409 4.700080777751281 35.112165734870359 8.1109027948696149 32.338836992508732 35.008268450357718 7.9184776470647185 2.3987030312418929
leaf_count=2463 1273 1332 2723 846 4650 162 629 1127 1070 1157 2986 2186 1187 1514 4823 1986 1236 85 3170 3718 1392 1947 767 131 8633 954 1122 1431 409 3540 395 3742 3459 754 109
internal_value=0 -0.0403443 0.0459143 -0.0521407 -0.0346188 0.00215289 0.0190753 0.0607539 -0.0250286 0.0229678 0.0105549 -0.0162543 0.0520634 0.0436815 -0.0693857 0.0301216 0.0373573 0.0444363 -0.0313303 -0.0630739 -0.0294073 -0.00981565 0.0688127 0.0574065 -0.0358255 0.0303476 0.0193536 -0.00207478 -0.0251939 -0.0730448 0.0562114 -0.0509966 -0.0684029 -0.0314711 0.039652
internal_weight=0 507.799 446.829 397.469 197.151 110.33 159.093 287.737 154.771 152.635 81.9457 66.7509 170.435 113.591 200.318 67.1653 70.6897 40.3752 41.5475 148.117 140.143 34.5818 56.8445 36.2719 105.561 43.5789 29.9305 57.1426 38.3815 81.1337 31.7144 66.983 70.1204 90.7764 24.803
internal_count=69108 49182 19926 39906 19778 9276 10666 9260 15128 10037 5683 5927 6797 4772 20128 3585 4354 2071 3741 15305 14058 3279 2025 1258 10779 3349 2395 4417 3579 7845 1631 7460 6999 9387 1266
shrinkage=0.1


Tree=9
num_leaves=36
num_cat=0
split_feature=1 3 1 1 3 3 1 3 3 9 4 3 6 9 13 9 6 9 3 8 9 9 9 9 13 4 6 3 3 9 9 3 6 9 8
split_gain=143.384 45.055 14.9715 7.5253 5.25439 4.20025 3.48655 3.31626 3.23678 3.79847 2.52423 3.1486 2.51887 2.48383 2.1142 2.05927 1.91344 1.87253 4.19487 3.25832 1.71774 1.5744 1.71495 1.53582 2.46213 1.77098 1.37918 1.34366 1.1977 1.14217 1.12758 1.12506 1.64437 1.28897 1.53544
threshold=0.015115126501768829 -0.064104063436388956 0.002761666895821691 0.14524971693754199 0.098753542639315142 0.19456007843837145 0.00030956913542468106 -0.36782778822816903 -0.56582930494914752 0.85628611699070711 0.010124865802936258 -0.34905114470166149 -0.35531727864056312 -0.24181401552322551 0.0035854198586196388 -0.30036207618035243 -0.79395626197837721 0.67971881347116203 0.82272368793201178 0.087752532372350714 -0.51558824772356027 0.85628611699070711 0.85628955194357415 0.81804581183528968 -0.0035023773599892993 0.049261283129453666 -0.24168416660396069 -0.63934781029820431 0.00090719386935234081 -0.42449237182921723 -0.42447059611136456 -0.98734007254097367 -0.20224220099382192 -0.42449237182921723 -0.2602940355007467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 5 8 14 31 13 15 26 11 -8 -13 -2 16 -4 29 -5 19 -19 -12 -9 -23 25 -25 28 -10 -15 -18 -3 -31 32 -1 34 -33
right_child=1 3 4 17 -6 -7 10 21 9 -11 20 12 -14 27 -16 -17 23 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 30 -32 33 -34 -35 -36
leaf_value=0.048841419928347569 0.015804080669835369 -0.051480179207103516 0.014100469314331378 -0.0728208075059944 -0.081254902624428679 -0.066864273429566023 0.048452065950872515 0.0091215068205603954 0.027499068766227569 -0.046147975215216026 0.0045760566730326723 0.049481445939578178 -0.011282815278589363 0.070942867053848641 -0.051521435757127504 0.060494124643578853 -0.023891461940508608 0.0056964198450947905 -0.10519626950092238 -0.068842338232758857 0.063793823987277454 -0.0620900937376756 0.05566377108397115 0.063232451449615992 -0.032108837213599549 0.00091654842003224899 -0.00098619319676860186 0.023398048599341071 -0.05024583881882283 0.095262435231176223 0.011260808302978128 -0.0074768488861664973 0.094925277039740574 0.064345505709058629 0.05612395411630914
leaf_weight=11.306560366880147 28.80804648634512 1.977486592484637 16.172310510068201 151.61898530920735 5.5681713072117409 43.648303891211981 43.42906534159556 38.269640335696749 40.419947652495466 11.657345671672372 5.3870722423307589 9.8038371766451728 22.429224411258474 20.655446331133138 38.486899434763473 23.426231255347375 29.325358426372986 14.248334371601233 8.9217957024520711 9.9666632106527668 53.997583503369242 6.4835966639220697 1.5283459336496887 4.5185094422777183 6.7622898459667322 12.87320631649345 29.331999686255585 8.3457555728382413 41.857658539956901 2.1586267431266597 6.1525707157561547 5.7224271949380663 24.565902771195397 107.56074390409049 11.274432167410849
leaf_count=255 2671 179 1070 16366 558 5022 1814 3933 2847 810 245 589 1436 1864 3665 1408 3020 1578 787 1000 2439 507 141 397 542 1054 2606 777 4857 213 609 152 428 3036 233
internal_value=0 -0.0375335 0.0425022 -0.0537861 0.0137259 -0.0396872 0.0548294 0.020631 0.0180964 0.00668991 0.0429898 0.0308777 0.00719892 0.0366017 -0.0314559 0.0415466 -0.0241446 -0.0681144 -0.0465798 -0.024983 0.0584219 0.000682413 -0.0396275 -0.0285662 0.00607999 -0.0332159 0.0155205 0.0572608 -0.0393886 0.016826 0.0330781 0.0647957 0.0804002 0.0603017 0.0347111
internal_weight=0 476.608 422.053 372.517 126.576 187.761 295.477 104.091 121.008 81.4093 135.047 75.6621 32.2331 57.8092 144.113 39.5985 105.626 184.756 33.1368 24.215 59.3847 46.2816 8.01194 95.337 11.2808 84.0562 69.7519 29.0012 71.183 10.2887 8.3112 160.43 35.8725 124.558 16.9969
internal_count=69108 49182 19926 39289 9299 19558 10627 9893 8741 6263 6523 3839 2025 5312 14536 2478 10871 19731 3365 2578 2684 4581 648 9870 939 8931 5453 2641 7877 1001 822 4104 683 3421 385
shrinkage=0.1


Tree=10
num_leaves=36
num_cat=0
split_feature=2 4 2 0 0 0 2 4 12 9 9 9 9 9 12 2 9 10 10 4 12 9 10 0 9 9 9 2 11 9 0 4 4 4 4
split_gain=82.4825 34.9156 13.7304 10.5705 6.68711 5.48799 3.77825 3.72783 3.06585 2.98095 2.92699 3.20672 11.3052 3.0315 2.83007 2.68896 2.65292 2.42565 3.08312 2.31485 1.84258 1.80371 1.76158 1.70727 2.29793 4.94075 1.66382 1.53281 1.48125 1.27057 1.19379 1.14351 1.1195 1.06012 1.05526
threshold=0.012725900858640673 0.042251091450452812 0.37121362984180456 0.00054651606478728365 0.010219640564173462 0.0092920828610658663 0.0017970256158150735 0.012434616684913637 0.0017481292929228966 0.85628955194357415 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.53362263794378351 -0.0017410291137029369 1.8595091205497741e-05 -0.37510648682245246 -0.45142457785776546 -0.4509362535116449 0.30407331231253926 -0.00082932197309745716 0.85569185724264685 0.63734005427062967 0.14572872966527942 0.85628611699070711 0.81804581183528968 0.18015103537003405 0.74409773945808422 -0.011417850606995265 -0.21524045536900882 0.14841175079345706 0.037512488663196571 0.10044012591242792 -0.00011042247933801262 0.0011792685545515271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 15 26 32 14 21 -4 10 13 -12 -13 -6 -5 -1 -14 -18 -19 27 31 -8 -16 24 25 28 -2 -7 -20 -10 -11 -17 -3 -23 -30
right_child=1 5 8 6 9 19 7 -9 29 30 11 12 16 -15 22 20 17 18 23 -21 -22 33 -24 -25 -26 -27 -28 -29 34 -31 -32 -33 -34 -35 -36
leaf_value=0.08059089818244744 0.026461141006547048 0.030415322705820948 -0.079132675926829946 0.013589765330048621 -0.040518414477940121 0.0064820346599456669 0.0026464769270153738 0.033330645704794368 -0.030313231741346227 0.052263862270666296 -0.074827191544738159 0.083925717666979191 -0.081631859020882144 0.047692331159374705 0.041857213180469748 0.015302803781688615 -0.09803294749145107 0.043753509749626988 -0.059722121575248366 0.048545655601178857 0.057530640133111099 -0.0044343160042311187 0.10535084679444545 -0.052323452778976792 -0.071630457575300122 0.073791148021966027 -0.020381142969017316 -0.080299419811762252 -0.032439417482469472 -0.068821088060562238 -0.010178716572756673 0.079755846012213749 0.076333536110063258 -0.059068278311831812 -0.00918324648023351
leaf_weight=40.595415355172008 25.875160586438142 7.0358295730548006 78.726319328910904 42.214172461768612 7.3434900594875208 49.934164608566789 40.117512127559166 34.966579144529533 23.655818504979834 4.9567072645295402 21.879211653664242 7.7485555130988351 13.726031088503076 8.2986716537270677 78.097226377401967 19.001448226626966 6.0951419315533704 4.9728029749821863 14.390153297863419 14.160246074025052 72.951482973643579 5.7797940964810541 4.6285651214420787 47.03192532013054 11.907780580688266 4.8038495904766014 10.726187085732816 2.1218205473851404 62.627480536320959 13.434483242628628 8.0085932969232072 3.2189857463818035 21.639196541451383 9.2129153045825642 28.340549237618688
leaf_count=654 2138 424 8452 2796 933 4333 3839 2375 2651 445 2170 811 1156 1185 4595 638 608 718 1453 908 2122 417 88 5485 988 424 864 366 7387 2050 848 105 660 650 3372
internal_value=0 -0.0260713 -0.0388767 0.037197 -0.0272088 0.0285222 0.023403 0.00779122 -0.0679651 -0.0330072 -0.0355388 -0.0384653 -0.0345199 0.00628023 0.0346585 0.0590427 -0.0392533 -0.0360247 -0.0338535 0.0126965 0.0498514 -0.00841315 0.0454097 -0.0361358 -0.0298988 -0.0253879 0.0127338 0.00294479 -0.02991 -0.0442612 0.0136934 0.0246399 0.0650668 -0.0380065 -0.0251941
internal_weight=0 499.44 404.549 350.784 288.732 94.8913 215.017 90.0768 115.817 252.131 239.166 223.523 201.644 15.6422 124.94 135.767 193.896 180.17 174.075 66.2162 95.1719 55.1102 82.7258 169.102 122.07 110.162 36.6013 52.056 105.358 37.0903 12.9653 22.2204 28.675 14.9927 90.968
internal_count=69108 50829 44138 18279 30985 6691 14760 7281 13153 27983 26690 24572 22402 2118 7479 3519 21591 20435 19827 5607 2865 4906 4683 19109 13624 12636 3002 4699 12212 4701 1293 743 1084 1067 10759
shrinkage=0.1


Tree=11
num_leaves=36
num_cat=0
split_feature=3 4 3 3 0 4 0 12 12 7 13 5 2 12 5 5 0 4 13 2 3 2 13 7 5 5 5 13 4 3 2 2 0 0 5
split_gain=97.3947 16.4235 15.9452 7.33977 4.67243 4.6588 4.59014 2.62466 2.5631 2.53202 2.23653 2.08504 1.86508 1.7877 1.76811 3.60046 1.63439 1.51187 1.25465 1.2095 1.16527 1.32644 1.16162 1.14485 1.09959 1.2534 1.07624 1.06687 1.23617 1.01431 1.4385 1.07793 1.33586 1.00542 1.00202
threshold=-0.020493818446993824 0.13018346577882769 -0.34905114470166149 0.37231905979570007 0.011505289934575559 0.058746144175529487 0.0003409347555134446 -0.0017410291137029369 0.0017481292929228966 0.026604240974290684 -0.0041841721874568112 -0.06202861531343444 0.00096111491438932728 -0.0073455341004998358 -0.07683836389876296 -0.10929958120212679 0.0066504254937171945 0.031017834786325697 -0.0023169844210605872 4.1547895307303413e-05 -0.10278611816465853 0.034532576799392707 -0.0073743360239491218 0.10304508589836597 -0.06635143842843487 -0.063918118103168664 -0.18401894088227563 0.0052640791498816996 -0.11365256901262909 0.019357662647962574 0.031968023627996452 0.019573113881051544 0.062675230205059065 0.0063022682443261155 -0.05936610477592795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 11 12 19 17 -5 34 -9 33 23 18 15 20 -3 -8 -6 -1 -14 -22 -15 -4 -16 -26 -23 28 -27 31 -31 -24 -33 -2 -7
right_child=1 16 5 8 13 9 7 10 -10 -11 -12 -13 14 22 24 -17 -18 -19 -20 -21 21 26 29 -25 25 27 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.07617221797763106 0.049718815727639032 0.076100357108140032 0.0070145042988658942 -0.077433347034996491 -0.038467837876694777 0.029421725478781881 0.0090358866709416407 0.069094733928645041 -0.044502647082115834 0.057753736255351219 0.036959574668485234 -0.023062688673163495 0.011921961528709578 -0.011273505833287442 -0.079370088176900777 0.03104425953116953 0.020753535665761769 0.046084249921417325 -0.074124074078312688 0.053678152227530453 -0.06817527911288089 0.032677653305766448 -0.05611984705937037 0.052768493332445099 0.10670549032910753 0.066931140216271931 -0.056048971231610678 -0.038071217810259218 -0.01033502655949067 -0.10834233081690121 -0.042405927001530078 -0.0017971550267711187 -0.038298808176144811 -0.010426366391358131 -0.01132841245430879
leaf_weight=46.881109975278378 9.465732845419554 7.2551026626024422 12.507135332853069 72.082544263044838 17.170153392711654 14.996910590620248 39.725733002647758 30.490745942108333 35.166150337900035 25.534707909508143 74.760494607355213 14.065101248794234 6.1752207470708553 17.766520729986951 2.5173430424765675 31.041118712164462 20.164695703191683 15.240608621621503 23.206199519278016 48.772114398423582 7.533845308062153 3.3040975456824535 10.250976460869422 9.7179392313119006 0.87685491540469129 2.1548519131029016 2.3319823612109749 14.178976156690622 52.968277596111875 3.4464764317963263 82.783447144378442 20.346136844775174 19.767070353846066 3.934677500743418 10.096760823391376
leaf_count=798 644 223 652 8374 1862 940 3343 1875 4739 1213 5055 1227 694 2175 258 2693 1487 1191 2282 1371 700 443 1019 399 102 180 270 1337 5108 266 10315 2279 2445 368 781
internal_value=0 -0.0389622 0.0309291 -0.0451511 -0.0347814 0.00946112 0.0473685 0.0370195 -0.0666356 0.0355844 0.046269 0.00383104 0.000359206 -0.0402273 -0.00445503 0.00994144 0.0353979 0.0193083 -0.0589612 0.0647028 -0.02392 -0.0407259 -0.035327 0.0270205 -0.0144333 -0.012104 -0.00403384 -0.0136073 -0.00731457 -0.0384556 -0.0450413 -0.0271801 -0.0197845 0.0320588 0.0130254
internal_weight=0 356.871 451.807 329.451 222.202 195.936 255.871 160.218 107.249 50.6284 105.251 27.4655 145.308 194.737 123.083 50.3863 27.4198 54.9663 40.3764 95.6532 19.3451 13.1699 154.361 22.2251 72.6963 70.179 5.63608 69.3021 55.1231 136.594 86.2299 50.3642 40.1132 13.4004 25.0937
internal_count=69108 39705 29403 37995 24882 15770 13633 11464 13113 2934 6930 2239 12836 22643 11785 4800 1710 4534 4144 2169 2107 1413 18499 1051 6985 6727 713 6625 5288 16324 10581 5743 4724 1012 1721
shrinkage=0.1


Tree=12
num_leaves=36
num_cat=0
split_feature=1 3 8 1 3 1 3 5 12 5 1 3 5 3 13 5 5 5 1 5 3 8 3 4 3 3 12 5 7 7 3 13 3 3 3
split_gain=86.4964 27.4391 6.20194 6.16179 3.25945 3.21013 2.96752 2.78082 2.25454 1.97617 2.2873 1.94434 1.84918 1.71479 1.67925 1.65564 1.61489 1.41426 1.49272 1.40639 1.50992 1.39905 1.33822 1.32246 1.25657 1.21715 1.2154 1.09543 1.0819 1.3848 1.14391 1.05574 1.03006 0.974001 1.37588
threshold=0.010445046704262497 -0.064104063436388956 0.093433391842900407 0.0016894560540094974 0.10366167454048993 0.26756657660007482 -0.50424643012229342 -0.00081876077156355076 0.0042694438885119692 -0.076875149138644447 0.00011032468319172041 -0.56582930494914752 0.094608934686910687 0.0028351433575153355 0.0023254912801950142 0.09478381515654298 0.094608934686910687 0.09478381515654298 0.15315062552690509 -0.00024551983422654156 -0.056856943061575287 -0.15325739721773649 -0.99584530617357803 0.044260663911700256 0.064473906531929984 0.6205156801006525 -0.012114760388454436 0.032345230336140833 -0.19105778007357291 0.54437417847143299 -0.997380033180434 0.0075681779148084561 -0.19225290021859107 0.9317815602553311 0.044767271727323539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 9 11 7 31 13 14 -1 19 -5 -13 -3 -4 21 32 -18 -19 20 28 -14 -12 24 26 -9 -24 -25 -11 30 -30 -2 -8 34 -7
right_child=1 2 8 4 -6 33 16 25 -10 10 22 12 15 -15 -16 -17 17 18 -20 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.06893807599018302 0.036527350073552414 -0.020335353242235885 -0.056945715015832322 0.039642008325946727 -0.06861768966514728 -0.071379433203839368 0.032706420432881599 -0.0067649493366503197 -0.035898811184212835 0.086486956803226933 0.070783941359703867 0.024294817572945097 0.040126065156957574 -0.049512793279708117 -0.08281126389138177 0.011213331418322403 -0.057593908381853257 0.017339030150242744 -0.069704804193135822 0.069170026870344098 -0.025946809857509141 -0.05952513245391812 -0.055165492382855452 0.02139795712020481 -0.073860023757182133 -0.066313162543902057 0.027045529575242346 0.065020470868784361 0.079946085802198544 0.096728436311032118 0.024908672063065171 -0.0093394891224673655 -0.0025792790518599541 -0.093281704998186207 -0.033603176591067228
leaf_weight=36.676582573039923 46.884683666692581 34.442131283518393 65.376194847282022 40.440363455272745 4.0929548842250361 16.916913060907973 13.470025636139324 63.261547569389222 30.175161503313575 6.230690073221921 8.8396210513310489 43.376118115731515 1.7082672556862224 48.516182482853765 40.74213043943746 14.532920380006543 7.8822247493080821 8.706539672566576 2.5463615065091281 40.690510735788848 2.9467709977179757 8.0381263671442884 1.8489340265514318 8.8829105499899033 1.3162794294767071 3.6293989138794123 65.6467164287169 16.356154230074026 4.4690247781109056 3.9281479436904183 24.365964356111366 5.6198361261049277 21.443083148857113 5.9435988469049326 22.418520628823899
leaf_count=1523 4615 3819 8189 2559 477 2141 1607 7408 4035 158 277 3722 135 6302 4455 1242 687 938 228 1093 123 624 128 486 95 437 3438 700 62 100 557 590 2434 663 3150
internal_value=0 -0.0294577 -0.0436499 0.0380822 0.0189782 -0.0322172 0.014686 -0.0251666 -0.0600179 0.0477279 0.0435348 0.0222949 0.0119259 -0.0373991 -0.0668763 -0.0101717 -0.00176232 -0.0251108 -0.00235767 0.055925 0.0430748 -0.0420591 0.0335842 0.0300879 0.0229064 -0.00999594 0.0247935 0.0496675 0.0482908 0.0410269 0.0334387 0.031618 0.0110345 -0.0555507 -0.0498495
internal_weight=0 437.975 331.422 334.387 112.189 195.128 106.553 149.849 136.293 222.198 185.522 108.096 67.6554 82.9583 106.118 24.2793 54.0482 19.1351 11.2529 82.6311 41.9406 9.74639 102.891 94.051 68.8119 66.8909 67.4957 25.2391 38.9938 32.7631 28.835 52.5045 34.9131 45.279 39.3354
internal_count=69197 51698 40599 17499 8759 23920 11099 17966 16679 8740 7217 8282 5723 10121 12644 2001 5894 1853 1166 2093 1000 759 5124 4847 3661 7845 3566 1186 877 719 619 5205 4041 5954 5291
shrinkage=0.1


Tree=13
num_leaves=36
num_cat=0
split_feature=3 3 3 0 7 0 3 8 5 13 8 5 10 10 0 7 15 5 5 5 10 5 10 5 5 5 5 5 7 10 5 10 10 15 10
split_gain=65.5331 11.6861 10.3991 6.47665 3.53961 3.01923 2.36504 2.2187 1.9362 1.87632 1.66541 1.62653 2.59876 2.21398 2.05639 1.92294 1.57185 1.556 2.04346 5.4044 1.59632 1.58157 1.57951 1.53843 6.18333 2.65019 3.13818 1.52355 1.49418 1.33181 1.59166 1.30812 1.72855 1.28407 1.24111
threshold=-0.025593099184334275 0.098753542639315142 -0.39124189806170756 0.0066504254937171945 0.27824491119434641 0.0003409347555134446 0.98143582015836739 0.2060997752439799 0.33500341618003143 0.00072356224924880874 0.087752532372350714 0.093769847297011044 0.011232844138363661 0.69220162008768182 0.0297043900936842 0.017942140374640574 -0.98953522760426293 -0.00081876077156355076 -0.10928457849172868 -0.10929958120212679 -0.45142457785776546 -0.13509371595631434 0.55326544881370909 -0.063918118103168664 -0.064941478010096754 -0.07683836389876296 -0.076875149138644447 0.086037278920785373 -0.16547482534081967 0.14666304892561113 0.09478381515654298 0.011755564563059847 -0.094577265992780282 0.043330508465520744 0.68514466182472111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 29 11 16 10 17 -9 31 27 13 15 34 -14 -13 -1 18 19 21 -19 -5 23 24 25 26 -20 -3 -25 30 -2 32 -7 -33 -4
right_child=1 6 4 7 -6 9 -8 8 -10 -11 -12 12 14 -15 -16 -17 -18 20 22 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 -32 33 -34 -35 -36
leaf_value=-0.020272274158300817 -0.0087581103724944896 -0.048626488210659735 0.0076404523334491466 -0.019361351711462627 0.040342927567411369 0.051700914023629689 -0.081328240168077048 -0.073507247964837139 0.094820464828232837 0.018168634432855418 -0.057151128511912723 -0.041867100809083138 -0.017513338921409043 -0.072619375543434048 0.060219668067246879 0.0068787073551514564 0.058708514144227002 -0.082295513623023828 -0.04022082881083687 0.061866219992713849 -0.0062698964845815525 -0.076731600567500335 -0.073949720516184245 0.027890303588046346 0.12237946932573407 -0.077485690163481849 0.070821385256242819 -0.010672706613277794 -0.079862986794222462 0.058090236280716648 0.055314064115817588 0.051859012812298745 0.020801540762201472 0.11939573672350803 0.039052908412461881
leaf_weight=2.6014032876119009 11.93745259760181 25.01544996353914 77.150170582579449 20.278524703811854 29.29535123083042 35.093840389454272 26.34012671984965 12.119685698475219 0.72417311067693013 56.965413850703044 75.874410840900964 24.930446029407904 6.2348161312693247 3.1405167714692643 7.4936410803056788 11.982171305047812 80.34535306278849 2.8847047860035664 8.2183538686949724 7.7675321870483449 64.846607746265363 6.2975248104776282 12.566924026934428 1.5021901383297507 2.7569270734675255 9.1133720516809245 3.6868213519919673 18.324090488895308 8.9787424422975182 9.7480736989527923 5.7421240840340024 12.157019855163524 37.396444936865009 3.6635643452464128 15.027909195516257
leaf_count=63 966 3787 7997 2686 1749 2696 3273 1239 56 4491 10438 2263 414 262 623 1035 2018 369 1025 776 7727 662 1157 229 398 1051 552 2366 1234 504 326 762 2849 194 960
internal_value=0 -0.0329087 0.0269413 -0.0165188 0.00862099 0.0410097 -0.05421 -0.0241384 -0.0640165 0.0323187 -0.0482183 0.00225413 -0.0122286 0.00994857 0.024917 -0.0260438 0.0562315 -0.0206985 -0.0300368 -0.0115099 -0.00950786 -0.0329559 -0.0436257 -0.0325014 -0.0184311 -0.0369007 -0.00583303 -0.0325795 -0.0644191 0.0284143 0.0120518 0.0414462 0.0357605 0.0674985 0.0127617
internal_weight=0 334.724 403.478 189.17 175.255 228.223 145.554 161.742 12.8439 145.276 119.214 145.96 50.6411 95.3186 13.7285 36.9126 82.9468 148.898 81.1669 34.3436 67.7313 26.576 46.8233 34.2564 23.7755 21.0185 11.9052 43.3395 10.4809 27.4277 17.6796 88.3109 72.4903 15.8206 92.1781
internal_count=69197 40821 28376 20957 15303 13073 19864 19161 1295 10992 16591 13554 4335 9219 1037 3298 2081 17866 9770 4124 8096 3348 5646 4489 3026 2628 1577 6153 1463 1796 1292 6501 5545 956 8957
shrinkage=0.1


Tree=14
num_leaves=36
num_cat=0
split_feature=1 1 1 1 4 4 5 15 13 10 15 10 13 4 0 13 4 5 13 10 13 10 11 4 10 10 10 10 5 4 15 1 0 13 10
split_gain=64.2021 12.017 3.68512 3.42941 2.60735 2.3115 2.39588 1.52395 1.55125 1.45511 1.57682 1.58035 1.3805 1.28839 1.68291 1.29826 1.19457 1.17352 1.0941 1.04228 1.00317 0.931321 1.04783 0.895266 1.32694 1.53681 2.10934 0.887911 0.923874 0.868518 0.857659 0.832324 0.96809 0.814935 0.800258
threshold=0.0072239353321492681 0.090605113655328764 0.39133536815643316 0.0002683875354705379 0.0062494855374097833 0.007519712671637536 -0.00081780026348783608 -0.08343400519795631 -0.00018928969199465928 -0.074323040576116009 -0.24858143954796152 -0.093511454463786628 0.0073960853223424021 0.025407755747437481 0.052580369636416442 -0.0035731029300241205 0.0032754973508417611 0.021268585621316703 -0.001551576105382118 -0.19552237830691743 -0.0094124046086568585 0.011229365765181449 -0.016784329628004985 -0.023806891404092308 -0.094700942253017131 -0.19654991179956058 -0.19655848664908693 -0.093510271562057171 0.0056527642810538349 0.032613843679428108 -0.30243300503972731 0.044836034998297698 0.035613901913166053 -0.0045517357734198996 -0.45142457785776546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 13 9 12 6 -5 8 -8 10 11 29 20 14 -3 17 -13 -16 -7 -14 -2 23 -23 -22 25 26 -25 -26 -29 -1 -11 32 -6 -30 -17
right_child=1 2 -4 5 31 18 7 -9 -10 30 -12 16 19 -15 15 34 -18 -19 -20 -21 21 22 -24 24 27 -27 -28 28 33 -31 -32 -33 -34 -35 -36
leaf_value=0.054253750249313941 0.011895417667587989 -0.078738130065152845 -0.061781337392860194 0.030299882538829377 0.00328845786521971 0.055546024141532348 0.0079613789030115838 0.013450311936163504 -0.057236111903741366 0.088923675106740221 0.048641644055988059 0.0049617343275917668 0.0066367006848813683 -0.0085518789974519654 -0.033935588323995111 -0.10124504242740623 -0.085699681895354832 0.0062916074048670377 0.030724223543564213 -0.051549030589834371 0.015827208797212559 0.021413278854190022 -0.03305398401417832 -0.03282820647632189 0.017093601786771006 -0.056730086405005445 0.048210689860119865 -0.053158891049577106 0.05298674915474564 -0.017790218677501704 0.05575881079109532 -0.0086573266967935828 0.032060368871354245 -0.015129543312044802 -0.038422052763557119
leaf_weight=7.3329387267585826 14.75345895643113 8.8867061873024777 66.183511108189123 56.03552981588291 32.123813151090872 29.601051312842174 6.7288255278253928 24.107812526868656 7.974212488072224 9.3482818685588409 43.937014541705139 4.2009528628550461 3.783731197880118 18.56420485189301 15.762770602479579 2.0815182770602396 2.2220766418613493 13.431049411476122 44.383787490078248 16.519043425563723 12.140322273422496 3.9048352610552675 36.991360620741034 10.983585088659305 15.528743949718775 12.04666724411072 4.5392934847623136 4.8070785712043316 2.2611662501003584 2.168083043769002 47.006203723954968 24.633799250965239 18.388657666888321 7.8678082805126897 78.350199106076616
leaf_count=213 1743 1133 9233 3694 3294 1732 485 1930 606 315 1392 121 553 2547 2329 238 70 1768 3034 1844 1579 416 4029 1510 1830 1657 610 700 253 91 1616 3002 1885 949 10796
internal_value=0 -0.0248493 -0.0424034 0.0365074 -0.00872412 0.027407 0.0170727 -0.00202481 -0.0273986 0.0497278 0.0388708 0.0119116 -0.0165085 -0.0330474 -0.0368844 -0.0334916 -0.026403 -0.0154285 0.0406553 -0.0407052 -0.0126042 -0.0158584 -0.0278534 -0.00886803 -0.0140341 -0.0299293 -0.00913032 0.000350526 -0.0170569 0.0378137 0.0612603 0.00641312 0.0137626 7.6563e-05 -0.0400479
internal_weight=0 424.533 203.26 285.047 221.273 168.831 94.8464 38.8109 14.703 116.216 59.8611 15.9241 146.127 137.076 118.512 109.626 6.42303 29.1938 73.9848 20.3028 125.824 111.071 40.8962 70.1747 58.0343 27.5695 15.5229 30.4648 14.9361 9.50102 56.3545 75.1463 50.5125 10.129 80.4317
internal_count=69197 53898 28044 15299 25854 11481 6715 3021 1091 3818 1887 495 17673 18811 16264 15131 191 4097 4766 2397 15276 13533 4445 9088 7509 3777 2120 3732 1902 304 1931 8181 5179 1202 11034
shrinkage=0.1


Tree=15
num_leaves=36
num_cat=0
split_feature=1 3 3 1 3 1 3 0 13 15 12 0 7 3 6 12 1 12 6 12 6 13 15 3 13 7 3 12 0 12 15 15 1 15 0
split_gain=54.1917 18.9918 5.42861 3.54684 3.19771 2.60123 2.2717 2.09031 1.98498 1.66194 1.37593 1.36339 1.35707 1.25359 1.21193 1.18377 1.16997 1.09536 0.987559 0.920861 0.89589 0.847107 0.839856 0.832988 0.829558 0.79219 0.778797 0.750979 0.735047 0.800617 0.745337 0.731997 0.679777 0.655805 0.599836
threshold=0.0072239353321492681 -0.06146014004480093 0.7474570880731336 0.00030956913542468106 0.10366167454048993 0.093801718205213561 -0.50424643012229342 0.017591699026525024 0.0029177146740268054 -0.98953522760426293 0.0096259276353664897 0.072965752333402648 -0.1557412699199586 -0.997380033180434 -0.67614516118820622 0.013222788649845838 1.7083183593058496e-05 0.014000008300866932 -1.1421197371319907 -0.0007143785294765017 -0.37764429255612408 0.0048306859233529465 0.44601399298428451 0.015713716420577842 0.0075681779148084561 0.032442323215119674 -0.53808851272333402 -0.012475933176868381 0.017178652808070186 0.020405248985304072 -0.78272263079971327 -0.084744668816061297 0.0031218425137922172 0.18671951184193933 0.026181845925748352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 9 7 23 17 8 13 -1 27 -7 -13 -5 33 25 -11 24 -9 -10 -14 -22 -20 -3 -2 -16 -17 -4 29 30 -18 -6 -27 -15 -25
right_child=1 2 10 4 31 11 -8 18 19 16 -12 12 20 14 15 26 28 -19 22 -21 21 -23 -24 34 -26 32 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.039139479929249675 0.027126914448539648 -0.011404983711435017 -0.096386760538920646 0.088431654562615994 -0.099132700661258177 -0.064975285290619494 -0.0019735237321584546 0.11499465447983465 -0.021249694577444592 0.066029926420416066 -0.014543215018190853 -0.054483874182865613 -0.042789186240633582 0.062789060549018727 0.0084549477549719365 0.077282571625376606 0.08612477245513811 0.079730944994808123 0.052074184212533653 0.012717383681262219 -0.014867881065349559 -0.051067233452084498 -0.047155602040468245 -0.049055359992362248 -0.016157284847595359 0.038644275330529235 0.020218180692998022 -0.063445820886520274 0.084558907006981654 0.072497699743606522 0.035718780945271915 -0.0085491944713041914 0.0014754804137713199 -0.0025426557124986512 -0.022726046036680134
leaf_weight=2.183957709465175 45.696607725432841 64.705026973097119 8.1695295881945622 3.4869496162864371 2.4261165587813598 18.331321511825081 55.970289512653835 2.4420411562314284 11.38969641557196 29.662288438528776 5.1886019884841508 27.569286912563257 28.439076031761942 12.145575225731589 39.029058590967907 6.0161600026185624 3.0598148964345446 3.639621541457017 18.848380846146032 26.671646136208437 41.579183688736521 7.6546291028498663 0.89337230566888948 11.134542038373182 4.9028650035616002 22.155480538844134 3.9697323086438683 45.27747831644956 4.0503298983094274 7.305115779687184 71.068663438723888 1.4108851078199212 6.3252804812509558 1.7590021170908574 38.820197149732849
leaf_count=73 4860 7737 1025 145 193 2490 6658 55 985 807 895 3679 4087 672 2888 244 83 327 1509 1937 6323 1193 62 1414 604 1350 288 6950 211 243 2668 234 547 105 5656
internal_value=0 -0.0232903 -0.0364508 0.0340907 0.0243569 -0.029742 0.0121598 0.0265875 0.0218458 0.0472788 -0.063708 -0.0398074 -0.0354236 0.0295846 0.0273396 0.022462 0.0489179 0.0267442 0.0550045 0.00255288 -0.0286584 -0.020496 0.0475837 -0.0188941 0.0229329 0.0177086 0.0545975 -0.0684809 0.0429801 0.0409121 0.0377994 -0.0658247 0.0303895 0.0545243 -0.0285947
internal_weight=0 407.078 296.869 276.3 158.969 238.233 110.209 155.132 132.949 117.33 58.6356 123.573 105.242 94.8872 91.4003 77.4957 115.146 54.2391 22.1838 38.0613 77.6729 49.2338 19.7418 114.66 50.5995 67.5098 9.98589 53.447 85.4839 81.4336 74.1285 3.837 28.4808 13.9046 49.9547
internal_count=69197 53898 41449 15299 11214 32579 12449 10787 9161 4085 8870 17772 15282 6239 6094 5317 4012 5791 1626 2922 11603 7516 1571 14807 5464 4785 532 7975 3205 2994 2751 427 1897 777 7070
shrinkage=0.1


Tree=16
num_leaves=36
num_cat=0
split_feature=3 4 3 3 4 12 9 4 4 3 3 15 12 9 9 9 9 9 3 15 9 12 15 15 3 12 9 5 11 3 4 15 3 5 15
split_gain=41.7558 12.0742 4.74137 4.37771 2.5944 2.55714 2.05288 1.84979 2.11489 2.20269 2.09593 1.73935 1.64195 1.44751 1.42341 1.41432 1.9345 2.73695 1.90724 1.41284 1.24613 1.13654 1.13231 1.12555 1.09184 1.02637 1.29031 1.11865 1.02491 0.913258 0.916045 0.911807 0.896927 0.962444 0.890211
threshold=-0.056856943061575287 0.0080284606665372866 0.48604115284979349 -0.43089923891238863 0.13018346577882769 -0.0043573622092586617 -0.34967291312038179 -0.0226560381706804 2.0465347915887836e-05 -0.99671037925725148 -0.96483778068795789 0.4197286526913474 0.0017481292929228966 -0.24505395905229693 0.85628611699070711 0.85628955194357415 0.85628611699070711 0.67971881347116203 0.024428707547485832 0.72480978203746582 0.85734267067422587 -0.00065392346676256007 -0.44992278476981318 -0.14740523811632036 -0.89170612604357291 0.005209472410802639 -0.1942085329469812 -0.15910352559164551 -0.0017523339050163325 -0.9374507318916584 -0.087756429566070424 -0.98953522760426293 0.025785869278479371 0.097746814113391589 -0.716075962061823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 -3 13 7 24 9 -9 -10 -6 -4 -1 -5 16 17 18 25 20 21 -16 -23 -24 -7 28 -27 -28 -2 30 -8 -31 -19 -34 -33
right_child=1 4 12 14 11 6 29 8 10 -11 -12 -13 -14 -15 19 -17 -18 32 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 31 -32 34 33 -35 -36
leaf_value=-0.0074868638037827884 -0.039289758143876308 -0.0054724978160712 -0.069090005489251635 0.016681077245260665 0.033743172164819556 -0.043986617478445664 0.013039494019914017 0.10668684043777404 -0.034528539588964166 0.032142043089296572 0.034089658378429151 -0.10313222406734393 -0.035865728895792634 0.034334613672123364 -0.058476283263844034 0.0072953674264515621 -0.069394361894206891 0.066216023373651359 -0.042112730609950876 0.069851913404956292 0.068038745487564625 0.044561860185459934 -0.072936760213280716 -0.0029668164179834484 0.035841774353573788 0.02235155638008748 0.075304962730224467 -0.051497762285819329 -0.012734266831068375 -0.0442243689672768 0.060857447950939871 0.088692090077216193 -0.02402747696158598 0.037612217655210806 0.038174702826826307
leaf_weight=19.379696480988059 28.413287741481327 59.988936325782561 45.232314698456321 90.83976458615507 31.324920465631294 5.8033377138199285 4.3554806732281568 5.8989810957573381 7.0439522189553818 12.083318446297197 12.094596598879436 0.95676050428300996 22.163038013793994 14.444584446144288 6.5932108648121437 11.197933321702292 11.289995243307201 2.9002567615825674 71.999824589816853 2.0099496422335497 1.5779299691785116 3.1582079953514102 3.2379548097960704 7.928111737593996 2.4310739410575462 11.125554463476876 0.80076753551838908 5.3034696901449925 29.752176411813707 1.2769521558657277 49.959968952374766 3.7044593618484205 5.7263095146045071 4.5425916756503284 59.77465442934772
leaf_count=1727 3624 7806 6818 8907 2336 298 283 128 341 622 686 80 3737 1241 550 1331 1041 316 11038 106 169 218 260 683 172 1227 90 785 4273 80 2872 123 637 529 3949
internal_value=0 -0.0240953 -0.0354882 0.0264011 0.00682818 0.0354133 0.0405644 0.0224599 0.0319715 0.056596 0.0088347 0.0296865 -0.0581642 0.0103729 0.0109113 -0.0271394 -0.0293832 -0.0265698 -0.0304723 -0.0104768 -0.0176542 -0.0241185 -0.00830419 -0.0232568 -0.0204186 -0.0193562 0.00208119 -0.0348635 -0.0257064 0.0474605 0.057023 0.0394398 0.017109 0.0032397 0.0411228
internal_weight=0 342.718 250.448 313.596 92.2706 198.251 164.427 45.3553 37.1208 17.9823 19.1385 32.2817 67.3954 33.8243 115.345 183.052 171.854 160.564 147.395 24.5054 22.4954 20.9175 14.3243 11.1661 8.23441 75.3953 17.2298 6.10424 58.1655 119.072 54.3154 64.7561 13.1692 10.2689 63.4791
internal_count=69083 45668 35446 23415 10222 12522 9554 2247 1777 750 1027 2416 10555 2968 10893 24891 23560 22519 21037 1986 1880 1711 1161 943 470 9999 2102 875 7897 7307 3155 4152 1482 1166 4072
shrinkage=0.1


Tree=17
num_leaves=36
num_cat=0
split_feature=1 3 8 2 1 3 5 0 1 3 5 5 0 13 3 1 5 5 5 5 5 5 13 4 3 5 5 2 4 8 2 3 5 4 5
split_gain=41.3765 13.835 4.9238 3.11259 2.53054 2.29582 2.1251 2.25226 2.29059 1.49245 1.90559 1.52451 1.22942 1.14095 1.11676 1.02547 1.01666 1.24 0.97981 3.7633 1.06424 3.18338 0.976968 1.21542 0.958466 0.998585 0.910275 0.898952 0.876031 0.867916 0.848998 1.02383 0.936595 0.761525 0.748689
threshold=0.0072239353321492681 -0.10745919868350028 0.099523143825557076 1.8595091205497741e-05 0.03373739309608937 0.12940354272723201 -0.076875149138644447 0.01667688507586718 8.7701344455126687e-05 0.9317815602553311 -0.00081876077156355076 0.29191544671220454 0.02831697836518288 0.0034360503682768933 -0.98734007254097367 0.35709065198898321 -0.00081780026348783608 0.050003464190990374 -0.07683836389876296 -0.076875149138644447 -0.10928457849172868 -0.10929958120212679 -0.00092525076794520089 -0.0084013463929295523 -0.56582930494914752 0.094608934686910687 -0.10929958120212679 0.16334960609674457 -0.0097695488948374969 -0.22968061856732294 0.022791542112827304 -0.63934781029820431 -1.0000000180025095e-35 -0.0024565700441598888 -0.13921959365663913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 28 12 6 -5 8 14 10 18 16 26 -10 -8 -4 -12 -18 19 20 21 -6 23 -19 -2 -26 34 -7 29 -1 31 -15 -33 -30 -3
right_child=1 2 15 5 9 27 7 -9 13 -11 11 -13 -14 30 -16 -17 17 22 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 33 -31 -32 32 -34 -35 -36
leaf_value=-0.013307151757733407 0.023268579464294635 -0.028611168807935402 -0.042010031675424525 0.047202721798082416 -0.038018794033482545 -0.1360412391746457 0.073174967869992655 0.056249849222485271 0.017301011756523623 -0.072766915773680677 0.051328711789258054 -0.05920746769203681 0.020084057636861712 0.010256296937708917 0.030874853725421106 -0.063270645095414954 -0.04846707020201519 -0.039563499971149788 -0.053125206650388883 0.076553848917739697 -0.054753036117618538 0.0596751044590383 -0.019548689772703815 0.020601338406900763 0.013784082103264325 -0.020742249695433451 -0.0045840166036962586 -0.022227739438381307 0.10347380947926617 0.050367854346363351 0.027447296532977755 -0.001118860403235728 -0.05395053097778222 0.059078181941098235 -0.11051812362187292
leaf_weight=2.9575515063479543 49.296118631755235 4.86215064272983 72.062439689834719 44.0803627204441 21.881058580285753 0.99089320260100011 7.6355218752287319 17.787438155268319 81.038339691440342 7.1764462738938155 2.768676104489713 6.4210231126635327 16.90302844044345 9.9823775104305277 34.180786357552279 33.110729671738227 7.5092395552201188 4.085108356026466 24.777151843067259 3.1763761776965103 18.09979934303556 3.9353248933330169 22.170709731886749 18.856168988044374 24.588839739677496 12.705378377402665 23.239760108554037 2.3160667261690833 4.6271293624304262 7.7497167314868403 6.1899146427749647 5.778500330052343 8.0026434155879489 23.418017915799282 1.4484433645266133
leaf_count=97 5437 582 11172 2951 3933 35 216 1247 5753 1206 545 1010 2172 634 1223 5265 1333 590 3874 552 2256 549 3064 2537 3233 1439 2890 360 118 249 579 530 677 643 132
internal_value=0 -0.0209934 -0.0313881 0.0309985 -0.0216658 0.0263559 0.0276297 0.0225722 0.0186519 -0.0283407 -0.0259557 -0.0130815 -0.00142597 0.011137 0.0385987 -0.0487033 -0.00773436 -0.010842 -0.0370281 -0.0285588 -0.0361614 -0.0231268 -0.00457899 0.0098879 0.0141176 0.00202167 -0.0137299 -0.0563307 0.0571128 0.0327796 -0.00553972 -0.0141322 -0.031798 0.066403 -0.0474109
internal_weight=0 379.074 292.484 256.735 187.31 217.983 214.676 170.596 152.808 140.857 133.681 61.8109 46.4534 110.992 41.8163 105.173 55.3899 52.6212 71.8697 47.0926 43.9162 25.8164 45.112 22.9413 86.5903 37.2942 29.5504 3.30696 38.7524 10.7073 29.9534 23.7635 13.7811 28.0451 6.31059
internal_count=69083 53771 43662 15312 27225 14205 13810 10859 9612 21449 20243 9079 5776 8173 1439 16437 8069 7524 11164 7290 6738 4482 6191 3127 10109 4672 3604 395 1107 346 2420 1841 1207 761 714
shrinkage=0.1


Tree=18
num_leaves=36
num_cat=0
split_feature=3 3 0 0 3 9 12 9 9 8 9 9 9 9 9 9 8 9 8 12 8 9 9 9 15 14 9 3 14 3 12 3 3 15 0
split_gain=30.9176 8.53218 4.31873 2.75914 2.67827 2.56608 1.97591 1.79579 1.78765 1.61997 1.58676 1.44585 3.68097 2.65456 2.01126 1.64613 1.5733 1.56833 1.42597 1.38959 1.34082 1.19453 1.1862 1.17313 1.34081 1.10735 1.0953 1.0567 1.35528 1.02305 0.972866 0.941557 1.02237 0.980091 0.932312
threshold=-0.056856943061575287 0.098753542639315142 0.00054651606478728365 0.0059782566968351611 -0.56582930494914752 -0.18037238756596569 0.0017481292929228966 0.85628611699070711 0.85628611699070711 0.2060997752439799 0.85734267067422587 -0.42449237182921723 -0.42447059611136456 -0.19464336642254615 -0.53355871336626615 -0.1942085329469812 -0.30046923003581166 -0.53362263794378351 -0.091379061171285345 0.013222788649845838 0.050271335551727865 0.60892736791173707 -0.18975522994426589 -0.51558824772356027 0.26275167045974651 0.1007892891908421 -0.17380862197629413 -0.99671037925725148 -0.29720525439844458 -0.0038365013897418971 -0.0007143785294765017 -0.997380033180434 -0.99079972012987116 -0.3846819733891958 0.092106264084577574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 23 8 5 19 20 -6 29 11 18 14 -13 30 17 -15 -17 -5 -9 27 21 -3 34 31 25 -25 -18 28 -4 -2 -14 -1 -33 -34 -11
right_child=1 6 4 9 7 -7 -8 10 -10 22 -12 12 13 15 -16 16 26 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 32 33 -35 -36
leaf_value=0.064877484532721588 0.011867138541198106 -0.04539951599413531 0.11450261779524194 -0.048502561304788402 0.0099720324594924151 0.048899639014144056 -0.024836153486235548 0.0063971787735717838 -0.037781260952460871 0.035341923157826624 0.06387168686469881 0.044382482442625909 -0.061763080352620174 0.04810456305830433 -0.064269915781810724 0.063155526828452518 -0.052462919841459156 0.042304479122320611 -0.055509401890784862 0.053951177649860384 -0.059730842722264477 0.011436285668400662 -0.078232156960696089 0.043769445267893614 0.020422970182264417 0.07307162009050272 -0.0086720110768020615 0.0048223082855980348 0.018170999075344939 0.050641976491988108 -0.021242252856778297 -0.03891406835995613 -0.013813650560536191 0.038156024758561231 -0.058011721843575129
leaf_weight=4.3678246689960387 18.211612534127202 12.251350549704513 2.0521943718194962 3.4281130150193349 83.268393736390863 34.404248994207592 38.912959704583045 5.6536080078221902 5.1095966203138223 2.1707403439213522 1.8265791103476647 12.120822143275289 13.023186738719234 5.2705195021117097 11.404304996714925 2.9102740871021515 6.1043591880879822 4.2721856653224703 10.883570162579417 8.1409229380078596 58.988866599393077 5.2965738511702503 6.6125815789855533 33.568505022238242 14.091774525819345 20.943195619795006 88.789591277192812 51.158847246348159 5.0651166185270986 10.863565009727607 10.871092813555149 3.1256605826783952 5.1043002028018316 12.553712512366467 2.1093025256413966
leaf_count=80 1379 2123 61 530 9205 3429 7205 498 424 284 201 1168 1676 860 1462 247 901 770 1061 473 9763 747 807 1395 586 738 12621 4643 338 822 1601 88 210 409 278
internal_value=0 -0.0214733 0.0234024 -0.00914272 0.0151854 0.0267333 -0.0431836 0.00372961 0.0167684 -0.0143812 -0.0245759 -0.0118128 -0.00826967 -0.013296 -0.0376084 -0.00633425 -0.00926787 0.00187789 -0.0343452 0.0152511 -0.0525118 -0.0282445 -0.0516829 0.0411461 0.0479192 0.0550272 -0.011489 0.00984491 0.0459471 0.0263549 -0.0433275 0.0226719 0.0138021 0.0231334 -0.0106649
internal_weight=0 318.722 296.208 203.272 202.453 100.821 115.45 101.632 34.1848 169.087 18.3638 158.194 139.09 126.969 19.1046 103.075 97.8042 7.7003 16.5372 66.4171 76.5368 17.5479 10.8926 93.755 68.6035 54.5117 94.894 58.2762 7.11731 29.0752 23.8943 25.1515 20.7837 17.658 4.28004
internal_count=69083 45668 23415 25830 19909 8944 19838 10965 2625 23205 1760 21836 19074 17906 2762 14629 13769 1300 1559 5515 12633 2870 1369 3506 2719 2133 13522 5042 399 2201 3277 787 707 619 562
shrinkage=0.1


Tree=19
num_leaves=36
num_cat=0
split_feature=1 3 3 1 1 9 11 3 1 0 0 5 0 9 11 5 3 9 9 3 9 5 14 9 9 3 14 4 4 4 5 9 3 1 14
split_gain=32.7959 10.3523 4.28599 2.34042 2.21107 1.85711 2.23258 1.58656 1.57544 1.53038 1.21206 1.16211 0.997558 1.00668 1.31214 0.981419 1.01537 1.57736 0.935935 0.907581 1.1821 0.883337 0.848732 0.807795 0.776474 0.89373 0.881304 0.774668 0.722947 0.9879 0.672881 1.75238 0.660861 0.854412 0.718803
threshold=0.0055951152462512263 -0.10745919868350028 0.57096365652978431 0.00013736715482082221 0.03272287733852864 0.67971881347116203 -0.016069375003831609 0.12411735206842424 0.1503991782665253 0.04321576468646527 0.0297043900936842 0.09478381515654298 0.039630221202969558 -0.13966122224027866 0.003960066805833661 -0.077793223368427158 -0.39124189806170756 0.85628611699070711 -0.51558824772356027 0.98745463783689058 -0.27451292094108143 0.33500341618003143 -0.022436057971381273 0.85628611699070711 -0.51558824772356027 -0.99487913235407166 -0.81041908020772346 0.037512488663196571 -0.00011042247933801262 0.00021024585294071588 -0.10929958120212679 -0.26035556608053334 -0.76481335912831117 0.048345845192670829 -0.14826508683378475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 4 24 10 8 -7 9 27 15 23 -8 32 -14 -15 -5 -17 21 -10 20 28 -18 -9 30 25 -1 -27 -6 -4 -30 31 -3 -2 -34 -35
right_child=1 2 19 7 5 6 11 22 18 -11 -12 -13 13 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 -32 -33 33 34 -36
leaf_value=0.063120818730017833 0.014944986362292998 -0.11214808808358334 0.0066664230276991567 0.038265646731189269 -0.02686209953182056 0.054383047368721231 -0.042556533778109501 -0.085106962534728756 -0.0085598857543877915 0.063893487771938484 0.017461730708746195 0.003766802336416266 0.0093743605651139331 0.058953325843960513 -0.0046659043439353318 0.026023543475465899 0.01456391805437127 -0.023159615575215994 -0.04855048126355891 -0.071998566767400504 -0.057798093602299649 0.099898347177058547 0.046047701943367686 -0.051202010221022304 0.049162965186310081 0.058648619549237495 -0.016598915663021567 0.00060954684870363513 -0.062125633564761529 -0.0049579397081259413 -0.0011805118520066471 -0.0042862959564766946 -0.0022962750778283236 0.037994657508282376 -0.087557843091648616
leaf_weight=3.5201557308901092 22.699271336459788 2.1155742595437914 5.3150470700929899 28.983619709208142 63.71217428293312 5.3737265259260338 10.044882263347974 2.02904458710691 6.5767769396770737 9.2118606879957934 17.644428256651736 11.751140190055592 21.947735735797323 12.175570536055604 4.4184041626285753 63.706288558634697 35.857408984360518 12.885007633129133 53.130495296572917 15.939734090497948 25.627082815539325 1.2555218201596279 0.65193621179787342 5.1042816291446789 61.952898772142362 2.0973542593419543 6.0354499686509362 12.236051808577029 7.0051577455596981 5.3172977410140447 26.736488313472364 5.2295655838679513 26.230258304247403 0.57819143350934643 2.1575903139892025
leaf_count=76 2230 192 1067 2015 10683 689 1257 220 1286 676 2333 1412 2903 1702 534 3786 3213 1114 8938 2684 5171 86 112 535 2393 55 200 1679 1038 1055 3583 769 3091 78 228
internal_value=0 -0.0181952 -0.0277208 0.030032 -0.0212844 -0.0272118 -0.00334826 0.0230436 -0.0319913 0.0243895 -0.00430198 -0.0175817 0.0112517 0.0234271 0.0420137 0.0218391 0.0176519 0.00698503 -0.0441455 -0.0516004 -0.0440852 0.0174508 -0.053214 -0.0141016 0.0447085 0.0210264 0.00280654 -0.0224361 -0.0241605 -0.037457 -0.00854524 -0.035353 0.00216901 -0.0078429 -0.0610231
internal_weight=0 369.067 278.86 228.187 219.656 162.825 27.1697 154.581 135.655 151.9 56.8303 21.796 90.207 38.5417 16.594 142.688 113.704 49.9979 59.7073 59.2043 43.2646 37.1129 2.68098 39.1859 73.6059 11.653 8.1328 75.9482 17.6375 12.3225 34.0816 7.34514 51.6653 28.966 2.73578
internal_count=69083 55137 44371 13946 33356 25944 3358 11222 22586 10890 7412 2669 10766 5139 2236 10214 8199 4413 10224 11015 8331 3299 332 5079 2724 331 255 12362 3160 2093 4544 961 5627 3397 306
shrinkage=0.1


Tree=20
num_leaves=36
num_cat=0
split_feature=1 3 3 1 9 1 9 9 7 3 1 0 5 3 12 5 3 9 7 9 11 9 5 1 7 3 9 12 5 3 11 12 7 9 12
split_gain=28.4275 8.86866 3.50552 3.18766 1.6943 1.57849 1.69761 1.54072 1.30677 1.18922 1.16533 1.15501 1.18953 1.1192 0.971683 0.901183 1.01361 0.870751 0.991025 0.857712 0.823886 0.818869 0.810033 0.800052 0.789519 1.00989 1.63227 0.76311 0.755436 1.15804 0.752335 0.747566 1.40032 0.714699 0.710493
threshold=0.010445046704262497 -0.10745919868350028 0.57096365652978431 0.00094194820849224936 0.85628955194357415 0.15315062552690509 0.85628611699070711 0.81804581183528968 0.036637396150929799 0.10366167454048993 1.7083183593058496e-05 0.013746268115937712 -0.00081780026348783608 -0.90180004280409765 0.0096259276353664897 -0.51805936399947305 -0.0027950517833232875 0.67971881347116203 0.0054077446200013991 -0.14332604731473039 -0.0084268296917426166 -0.5319585377678101 -0.10929958120212679 0.16881494224071505 0.068472998674300345 -0.78673037607222784 0.41386352472951499 -0.0068620066838380065 -0.014114721336794573 -0.98436238089925598 0.00080533508651850266 -0.0045508985103931646 -0.27723507233582961 -0.17380862197629413 -0.012475933176868381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 10 5 6 7 15 20 11 -1 12 -5 -14 34 -3 -17 21 -19 22 -6 -7 -13 -20 25 31 -27 -9 29 -2 -25 32 -12 -31 -4
right_child=1 2 14 9 8 17 -8 27 -10 -11 24 19 13 -15 -16 16 -18 18 23 -21 -22 -23 -24 30 -26 26 -28 -29 -30 33 -32 -33 -34 -35 -36
leaf_value=0.055114065621364228 0.080801128511240189 -0.12236352471990893 -0.083558666386565617 0.018784861592067603 0.026001960744020149 0.0050940025671836042 -0.0669260881816343 -0.015486354725945853 0.051804221947660649 -0.048153791198373055 -0.088738712871461692 -0.079835534947562875 0.026562694874312218 -0.014892204459651226 -0.0097607159135572174 -0.0053497881362061491 -0.024835734033981996 -0.046121746794474748 -0.091954716324792976 0.048541771794904369 -0.047238394526469059 -0.044650019012324078 0.019636289601559009 0.067923319675217878 0.041427360403649256 0.022531640431746661 -0.035537803323423371 0.068393704126486654 0.0035857350836529058 0.0047279274291457014 -0.012066900698925086 0.041255772294858453 0.03037095233370803 0.041211586579341264 -0.049897662352158784
leaf_weight=25.046813044813462 3.2479143292584949 0.80850974813802068 7.3532102534372816 55.845861501671607 2.6947889822768047 3.5307106504915273 6.5903336901683351 1.6305985327344386 5.2754557360894978 3.0838370790297622 1.3179550073109565 0.93026120832655568 8.6353514681104553 26.493405462300871 5.2842733474390107 47.090674662700614 61.634651263739222 4.0224541988573019 0.57427689107134927 15.270039006049045 3.5715217581309826 52.765069005923579 6.823873897141314 2.6906234956113622 45.087856427577208 23.295934816211233 6.1101729618385425 3.2391123676206908 44.249390128621599 15.755492347059775 2.0884871988673694 31.181216322584078 3.9310870307963333 8.1452898563875316 42.588319404138019
leaf_count=817 384 114 1245 4562 351 745 754 149 696 511 68 107 735 2575 1134 6896 10596 504 52 1524 452 9312 655 355 2428 1495 435 367 5281 1967 267 1348 219 1535 8468
internal_value=0 -0.0194879 -0.0282581 0.025217 -0.0220501 -0.0243491 -0.0175743 -0.0147313 0.0151318 0.013122 0.0356318 0.0147796 0.00971578 -0.00470176 -0.0505391 -0.0171782 -0.0163961 -0.036831 -0.00861529 0.0347879 -0.0157418 -0.0415302 0.00770268 0.0195665 0.0312327 0.024251 0.0104656 0.0403069 0.0116428 0.0247749 0.0329673 0.0353783 0.000464316 0.0171614 -0.0548538
internal_weight=0 324.831 253.433 253.054 198.207 186.666 120.994 114.404 11.5418 117.083 135.971 113.999 90.9746 35.1288 55.2258 109.534 108.725 65.6716 9.37584 23.0242 6.26631 56.2958 7.75414 5.35339 110.924 65.8364 29.4061 4.86971 71.3981 27.1487 4.77911 36.4303 5.24904 23.9008 49.9415
internal_count=69103 51624 42457 17479 31610 30111 18876 18122 1499 10669 6810 10158 7872 3310 10847 17606 17492 11235 1178 2286 803 10057 762 674 5993 3565 1930 516 9167 3886 622 1635 287 3502 9713
shrinkage=0.1


Tree=21
num_leaves=36
num_cat=0
split_feature=1 8 1 2 2 6 1 8 12 1 2 0 12 0 2 12 2 4 4 4 2 6 8 6 6 12 2 8 12 6 1 7 12 4 2
split_gain=23.9688 5.85232 3.7164 2.72934 1.61672 1.69761 1.57282 1.06772 1.02459 0.9922 0.884614 1.81428 0.876395 0.798088 0.765401 0.750834 0.727192 1.02723 0.705521 0.6938 0.766118 0.693089 0.733139 0.862003 0.886277 0.688025 0.677334 0.657809 0.635187 0.634325 0.693841 0.603187 0.634085 0.588894 0.583779
threshold=0.015115126501768829 0.093433391842900407 0.00094194820849224936 0.0035655190004035835 7.6509189966600402e-05 -0.23588905181243883 0.41882035136222845 -0.37286940681861497 0.0067281182323877618 1.0033680155174808e-05 0.027990764938294891 0.0297043900936842 0.018492948092202071 0.42667351663112646 0.94281283020973217 0.0030917046154596973 2.4545450287405405e-05 0.0084395431913435476 0.0055227355333045134 0.0008716245647519828 0.031968023627996452 -0.28560727621278509 -0.33073173602133993 0.32784447758491458 0.11660626383377158 0.023027514390288897 0.7291153371334077 0.05208111412920894 -0.0015941088874746739 -0.85018206302268928 0.00019537790649337697 -0.059172471272773516 0.0010155724224685822 -0.031378114596009248 0.18454825133085254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 33 15 7 26 18 19 -1 11 28 27 -8 -15 -4 -11 25 -6 -3 -21 -19 -23 24 31 29 -5 -7 -9 30 -18 -24 -33 -2 -22
right_child=1 8 4 6 5 12 13 10 -10 16 -12 -13 -14 14 -16 -17 17 21 -20 20 34 22 23 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.056474142761188784 0.05410358788009581 -0.050404081607350007 0.020786992005863942 -0.010032756552142691 0.010162915660080207 -0.0041598948420605419 -0.067552147621004963 -0.025113293392770127 -0.015770906332202107 0.046232473525946539 0.030629464762433931 0.074934386923434584 0.046718601647852104 -0.015078772377518918 -0.079165944610608996 0.061851174129634923 -0.096634188932227291 0.049693574053468213 0.093643698325594257 -0.082564721032756319 0.0058708715274579069 0.062546972520774638 -0.026230761685202737 0.039590137901153691 -0.046749952060258962 0.063410629739203958 -0.043836590970709133 -0.03561787913111316 0.0072709944725927265 0.015792419654858982 0.018611799321784247 0.084763718691344955 0.0071031525781068364 0.012808855844466461 -0.034907964461205164
leaf_weight=16.794343942252453 4.0273722067649969 59.234734671365004 10.864185320097024 149.43668332471862 1.5312940470175807 51.293540520404349 7.2584556022629867 10.146159558644289 13.908262121753067 23.343561656307429 19.981154600362061 3.1311137190787113 3.052202684164512 10.767610921611775 2.2536119871365363 7.544874580751638 1.0748683298297685 22.539802234896342 2.9873597922269255 2.2039342454518218 5.6662234124669331 4.1914833563496385 2.1431606252444935 8.4209743119718024 3.2475529225484934 2.9002523192903018 6.1723196582606752 7.6368549944018005 15.026700945774792 42.451896275335457 1.0163918290054423 1.7668816850637075 2.5961123396409675 24.231661716723465 9.2277471644993039
leaf_count=543 471 10716 672 23916 130 5624 1358 1017 2741 728 2180 247 263 1986 413 411 53 1119 167 278 992 201 170 543 239 153 1367 1041 1387 2678 80 147 156 2890 2026
internal_value=0 -0.0195269 0.0219019 -0.0101527 0.0101063 0.00569419 -0.0147874 0.01887 -0.0407337 0.0337606 0.0145199 0.00314739 -0.00553042 -0.0409817 -0.0261705 0.037617 0.0304635 0.0264775 0.0653535 -0.045282 -0.0275369 0.0373181 0.0248465 0.0161519 -0.00408374 0.0162166 -0.0113736 -0.00823657 -0.0057818 0.0131438 -0.0406225 0.0172131 0.0385534 0.018694 -0.0193942
internal_weight=0 294.389 265.683 204.148 133.195 114.786 175.889 52.8038 90.2409 132.487 48.2851 28.304 61.9826 20.2797 13.0212 18.4091 115.693 92.3494 4.51865 76.3326 17.0979 44.906 22.3662 18.1747 9.75371 47.4434 155.609 58.9304 25.1729 44.5432 2.09126 6.50615 4.36299 28.259 14.894
internal_count=69103 49154 19949 32401 13139 12056 29040 5128 16753 6810 4831 2651 6928 3757 2399 1083 6267 5539 297 14012 3296 2575 1456 1255 712 2964 25283 6665 2404 2811 133 473 303 3361 3018
shrinkage=0.1


Tree=22
num_leaves=36
num_cat=0
split_feature=1 3 3 2 9 9 9 3 7 9 1 9 9 12 12 3 9 7 1 9 9 9 9 7 15 3 0 2 2 0 1 15 0 2 9
split_gain=21.2565 8.44185 2.61669 1.78077 2.35396 2.16929 2.10861 1.56687 1.37763 1.32881 1.27681 1.12627 2.25908 1.08601 1.06941 1.01476 0.996494 1.36542 0.946877 1.09165 0.957694 0.850624 1.49077 0.798909 0.79221 0.793533 1.0385 0.778857 0.758031 0.83026 0.871829 0.701533 0.682123 0.666413 0.688652
threshold=0.0039656267035752544 -0.019166933256201443 0.79100845867651526 0.00025928138347808277 0.24591019851037241 0.55876804365783272 -0.42449237182921723 -0.56582930494914752 -0.052470250332903083 -0.26888763118106668 0.22721962630748752 0.85628611699070711 0.85628955194357415 0.011176040481065236 -0.010860466524708371 -0.82046767767315021 0.85628955194357415 -0.052470250332903083 0.093801718205213561 0.85628611699070711 0.67971881347116203 -0.1942085329469812 -0.19421047379619683 0.045464521708702001 0.5121069845195817 0.10366167454048993 0.13970619440078738 0.0025658616796135907 0.022101021371781829 0.067080486565828337 8.7701344455126687e-05 -0.057639747392051188 0.0073961047455668458 0.019573113881051544 0.13041441102901818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 14 4 13 6 -5 9 15 -2 11 -9 -13 -1 -3 -7 18 -18 19 33 21 22 -20 -22 25 28 -27 -11 29 30 -8 -32 -29 -16 -35
right_child=1 2 -4 5 -6 8 24 10 -10 27 -12 12 -14 -15 16 -17 17 -19 20 -21 23 -23 -24 -25 -26 26 -28 32 -30 -31 31 -33 -34 34 -36
leaf_value=0.02459290685527149 -0.0013109719464440167 -0.04286001939432442 -0.0507144180450185 -0.012598971717908925 0.078867033730340125 0.023627772876826495 0.048529868690545618 0.0044295295588953698 0.013949221492047848 0.043853408064609412 -0.04127982258397353 -0.044246625563684715 0.081085587216863167 0.056472953425700516 -0.039323080784343559 -0.051452841917038916 -0.031845716946446327 0.053726975140599424 -0.025166600712231299 -0.069669043784106266 -0.029699511622245905 -0.045170267180100761 0.11546632322317543 0.026766981815735821 -0.0084147270219795001 0.049957591021947606 -0.11396198813702535 -0.060257313455349064 0.048349060804990379 0.091303726051017886 -0.00033381321024859232 0.030569517962368176 0.019179354362981339 -0.011384127191398809 0.016163048994426513
leaf_weight=51.972940219129669 22.249151124502532 21.441754441941157 39.392895808508911 12.210521633620372 12.277082472399341 2.3055614173645145 10.942364628746871 73.072619207028765 12.690785824437624 18.440426575049063 8.3615765129507036 11.009085452184079 1.6542582760157518 13.451085963053627 6.5997990070318329 8.2116136717377248 3.3094128619413823 4.2711528145009643 28.792820224363826 3.1453636027872554 4.8107555152673722 31.124460844206627 0.77402799110859177 5.2291706489631906 4.5482923171948633 0.7353170774586022 0.81473722227383405 1.1883120287093323 29.733142545766896 1.9463202845072363 14.369036383490306 15.02887316816487 11.968853716476586 44.056253247908899 11.429236514668444
leaf_count=2371 2543 3297 8363 957 495 172 508 10534 959 1937 1327 1223 196 526 986 706 450 614 5231 397 671 6784 167 696 382 124 38 111 2239 109 1292 1410 1702 7610 1976
internal_value=0 -0.0143881 -0.027558 0.0270226 0.0386873 0.0190397 0.0260461 0.00380544 -0.00823032 0.0174097 -0.00397955 -0.000341759 -0.027874 0.0311474 -0.022029 -0.0349938 -0.0189173 0.0163689 -0.0208847 -0.0121947 -0.0288989 -0.0336316 -0.021485 -0.000289641 0.0320867 0.0345906 -0.0362016 0.0305918 0.0361142 0.0275115 0.0244337 0.0154647 0.0120049 -0.00928296 -0.00570979
internal_weight=0 352.321 204.377 191.238 77.7011 113.537 90.3286 147.944 23.208 53.8467 94.0975 85.736 12.6633 65.424 164.984 10.5172 143.542 7.58057 135.962 65.2307 70.7312 60.6913 29.5668 10.0399 78.1181 73.5698 1.55005 31.5976 72.0197 42.2866 40.3403 29.3979 13.1572 62.0853 55.4855
internal_count=69103 56815 37242 12288 3392 8896 7059 19573 1837 6293 13280 11953 1419 2897 28879 878 25582 1064 24518 10969 13549 12182 5398 1367 6102 5720 162 3750 5558 3319 3210 2702 1813 10572 9586
shrinkage=0.1


Tree=23
num_leaves=36
num_cat=0
split_feature=2 4 2 9 13 4 4 4 6 2 9 9 2 4 9 9 9 9 9 9 9 4 15 6 4 2 4 14 14 13 13 2 11 9 2
split_gain=15.1597 8.19112 3.68536 1.48907 1.57184 1.47394 1.49343 1.42476 1.29268 1.25937 1.15572 1.20063 1.14922 1.78389 1.09547 1.175 2.61811 1.91438 5.15047 2.25387 1.01831 0.931552 1.25136 0.935775 1.03927 0.923275 0.89167 1.0564 0.879141 0.846903 0.831078 0.802971 0.730773 0.727715 0.704241
threshold=0.0019775080727413301 0.0048629741650074729 0.38654841482639318 -0.5303969906233974 0.0034360503682768933 -0.053505301475524895 0.0058862483128905305 0.10044012591242792 -0.30565573618158298 0.00041588727617636328 0.85628955194357415 0.85628611699070711 5.1532982979551896e-05 -0.011248182039707897 0.67971881347116203 -0.1942085329469812 -0.19421047379619683 -0.42447059611136456 -0.42449237182921723 -0.53355871336626615 0.11668288021584265 -0.00011042247933801262 -0.14018268785655799 0.34828251616293254 -0.00069265440106391896 0.011478083208203317 -0.10410508885979651 -0.032223774951328395 0.071030766651432223 -0.003919202023536795 -0.0025661085730147781 3.0827657155896308e-06 -0.018504174185641081 -0.53362263794378351 0.0004579782253131271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 28 -1 12 -3 -9 20 11 14 13 -7 15 16 17 18 19 33 -6 22 -13 24 -24 -17 27 -27 34 -12 -8 -15 -16 -2 -5
right_child=1 7 -4 4 9 6 30 8 -10 -11 29 21 -14 31 32 25 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.064376068393496411 -0.030458565084945863 0.0015218564709501442 -0.044195896884137907 0.038335736989866281 0.0087841980747224227 -0.0074220801501949625 -0.085395932383095674 0.036325928421455315 0.0032421558278122077 -0.021250150840557293 0.058266466276863639 -0.071768177311138187 0.0083750878972052821 0.11964744578549256 0.068345138069061992 0.012317965110997784 0.03209762362320661 -0.035405327319593352 0.074510791926102091 -0.051602760064772782 0.074027053661975845 -0.057161990425367432 0.00091528563275349202 -0.031757527148052751 0.11115105474551967 0.050299805998205743 -0.032894173352783218 -0.046366992955509889 0.052059937778082183 -0.0018913132347089228 -0.0034840148203892566 0.054327166250319373 0.0038843552550696658 0.016008284949807987 0.013698687660575554
leaf_weight=2.4193066973239175 4.5598887832602459 79.066090551539673 54.73072776025947 40.411626722401707 7.3913771618390474 4.2990695657208553 1.3792017278028659 29.72265827152296 19.597310738434317 8.6020637227920798 3.3960832582379226 2.8183768317103386 14.972199519746935 2.4005484590306905 2.1371850344876284 5.8063834167260202 13.613842190243302 28.844446608563892 7.2567875366657963 12.594164953014113 3.5371275041252375 12.12076239637099 2.2956173501443122 3.249185319757089 1.3630224065855161 2.8736529953312129 56.564641064949683 1.8637062113411946 31.686455317438231 7.5267372119415068 12.154276621993628 8.7110018385574204 9.9307463672303111 12.919640977866948 16.274838433542755
leaf_count=151 865 12152 11591 2816 645 190 85 2381 2492 917 427 305 1066 55 265 895 1763 4839 861 2058 216 1340 246 369 154 414 10714 267 1797 942 659 307 1177 1967 1715
internal_value=0 -0.0106395 -0.0213085 0.0266068 0.0330455 0.0116127 0.0157988 0.00984194 0.0231801 0.00737179 -0.0147753 -0.0166835 0.0281063 0.0472762 -0.0136626 -0.016042 -0.00783978 -0.0160559 -0.00110502 -0.0193511 0.0299007 -0.0386644 -0.0156128 0.00729845 0.0419835 -0.025794 -0.0294039 0.0122705 0.0387194 0.0168127 -0.0118317 0.068439 0.0153001 0.00388647 0.0312624
internal_weight=0 374.852 246.466 154.239 107.903 46.3356 43.9163 128.386 49.32 19.5306 191.735 180.812 30.3828 15.4106 158.965 146.897 79.7888 66.1749 37.3305 30.0737 10.9285 21.847 9.7262 6.90783 3.65864 67.1084 61.302 4.73736 88.3729 10.9228 13.5335 11.1116 12.0679 17.4795 56.6865
internal_count=69103 58484 41459 10619 8106 2513 2362 17025 4873 1778 29868 28499 1618 552 26085 24643 12353 10590 5751 4890 861 2414 1074 769 400 12290 11395 681 6328 1369 744 362 1442 2832 4531
shrinkage=0.1


Tree=24
num_leaves=36
num_cat=0
split_feature=1 3 1 2 3 2 9 10 10 10 10 15 7 9 3 9 9 3 2 10 9 7 3 9 15 2 3 2 2 9 10 10 14 14 1
split_gain=17.3273 4.16516 3.53834 1.76152 1.48893 1.26315 1.24213 1.11091 1.33395 1.04426 2.4081 1.03868 0.939081 1.51614 1.45235 0.993965 0.916115 0.875337 1.24449 0.922128 0.731276 0.695949 0.89528 1.0817 0.836437 0.768391 0.693088 0.670337 0.851428 0.663476 0.644137 0.871044 0.548166 0.766571 0.527742
threshold=0.031192502006888393 -0.10745919868350028 0.0031218425137922172 0.97932046651840221 0.12411735206842424 1.8595091205497741e-05 -0.42449237182921723 -0.45142457785776546 -0.4509362535116449 -0.19693448352812257 -0.19654991179956058 0.26275167045974651 0.017942140374640574 0.67971881347116203 0.66454829742906452 -0.25502903361679335 0.41386352472951499 -0.48275955417193467 0.04006448574364186 -0.19552237830691743 -0.13966122224027866 0.62146477571111824 -0.36782778822816903 0.55876804365783272 0.049984218915580685 0.00041588727617636328 -0.9374507318916584 0.14736118912696841 0.022791542112827304 0.67971881347116203 0.011229365765181449 0.011232844138363661 0.42067726019562363 0.10510605603787489 0.15315062552690509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 7 17 16 32 -3 -9 -10 -11 21 34 15 30 -14 26 20 19 -19 -4 22 24 27 -8 -25 -1 28 -24 -22 -15 -32 33 -7 -12
right_child=1 3 4 -5 -6 6 11 8 9 10 12 -13 13 14 -16 -17 -18 18 -20 -21 29 -23 23 25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.029112867893591295 0.0089934095713244348 -0.078079178931825366 0.0090784907645699159 -0.059331347093829923 -0.041114327482148161 0.0032641139044647959 0.031072916540394166 0.053464152942272053 -0.043088182140322839 0.061019964249255633 -0.022083939323487019 0.0049279141772028828 -0.0084691637160805178 0.043760873455619 -0.059367838239788466 -0.035867458225237368 0.10435331428041855 0.015399417941767871 0.017017690652044573 -0.01743247578625164 0.060183150098214303 0.057966427179379609 0.011447570083880429 0.074465514256268225 0.066654790522984966 -0.027685089983948804 0.065829848576832259 -0.047792931513732512 0.041024744493630534 0.010427759142177135 -0.056032986590734517 0.025592294798413885 0.053689557439590113 -0.052415611076031245 -0.039434720936393643
leaf_weight=18.566492125624798 38.889292350824689 3.7258273216430089 25.518630364706041 15.424314134084851 7.2281554205401326 18.263449604972273 34.476261538235121 2.2583336598472661 24.268964388800669 3.521150728192878 34.600562322193582 20.10271735979768 25.558070697792569 7.7687431868980656 2.4156347387470296 27.47564898313431 2.3624830751214168 11.077811853669116 26.388388862120337 37.55762335518375 6.5539041196170711 8.0917547988647112 18.737675165320979 0.82600249163806339 8.1726572753395867 6.7865600164514035 7.10979022423271 1.2428021661762603 20.252036575024249 4.5342309679836035 1.8911209285724906 4.235118635755498 1.7681144443340588 2.8598049168940625 35.532047818356659
leaf_count=662 5828 686 2500 3325 1490 1143 2364 476 5365 740 6079 1519 4933 991 490 6011 87 1681 3877 4736 917 388 1569 51 487 635 229 128 1660 408 258 551 69 200 6673
internal_value=0 -0.0208059 0.0161003 -0.026948 0.00287017 0.0253713 0.0215309 -0.024065 -0.0228779 -0.0239086 -0.0206535 0.0256444 -0.0227154 -0.0144635 0.0121992 -0.0226636 0.0447628 0.0057182 -0.000467332 -0.00995428 0.0183952 0.0298688 0.0273563 0.0179655 0.0378913 -0.0166012 0.0392798 0.024506 0.0268105 0.0398369 0.0246411 0.000395225 0.000202908 -0.00427417 -0.0308746
internal_weight=0 227.565 288.477 188.676 118.859 169.619 141.58 173.251 169.525 167.267 142.998 118.688 139.477 69.3443 16.3106 53.0337 28.0388 111.631 75.0238 48.6354 36.6068 98.5858 90.494 47.8451 42.6489 7.61256 25.6763 40.2325 38.9897 11.0881 13.895 6.12624 22.8914 21.1233 70.1326
internal_count=69206 42406 26800 36578 15609 11191 10213 33253 32567 32091 26726 8801 25986 13234 2290 10944 978 14119 10294 6417 3825 7282 6894 4043 2851 686 891 3357 3229 1325 1800 809 1412 1343 12752
shrinkage=0.1


Tree=25
num_leaves=36
num_cat=0
split_feature=1 1 1 10 12 12 10 12 6 10 6 6 10 9 9 7 7 9 4 14 12 4 10 4 4 10 10 6 9 6 1 10 6 4 7
split_gain=14.7488 3.17318 1.8816 1.26794 1.11971 1.06024 1.00989 0.952391 0.913467 0.86295 0.827781 1.22063 0.81734 0.785184 0.759632 0.832601 0.659544 0.657908 0.590712 0.547168 0.541448 0.69667 0.519972 0.994396 0.661212 0.507727 0.565787 0.487707 0.551092 0.508958 0.474397 1.29922 0.673597 0.533323 0.516548
threshold=0.031192502006888393 0.0031218425137922172 0.39910846948623663 -0.45142457785776546 -0.010860466524708371 -0.0045508985103931646 0.85749850443067299 -0.0075039138828293583 -0.30565573618158298 -0.094700942253017131 -1.4316761955078621 -1.1421197371319907 -0.4509362535116449 -0.19421047379619683 0.85628955194357415 0.036637396150929799 0.65570920538882638 0.85628611699070711 0.00021024585294071588 0.24908104326341987 0.0060684336247587177 0.037512488663196571 0.34582104212711046 -7.8117562225088464e-05 0.00024091510567814114 -0.094700942253017131 0.68616721963547589 -0.75446092986919278 -0.53362263794378351 -1.4316761955078621 0.00013736715482082221 -0.074323040576116009 -0.18851981245272634 0.0032754973508417611 -0.092202471338110312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 8 13 16 -10 -7 -12 -6 25 20 -16 -1 27 -4 -15 21 22 23 -14 -25 -3 -27 29 -29 -9 31 32 34 -34 -13
right_child=2 7 18 4 12 10 -8 17 9 -11 11 30 14 19 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 -32 -33 33 -35 -36
leaf_value=0.024780475553240568 -0.077641899403484801 -0.10425391106642344 -0.044032289147102166 -0.035459364871148556 0.041114607223139227 -0.041658804228329148 -0.087384719709714342 -0.048015274024872504 0.028268181164951223 -0.026323784666511352 0.081379923057974674 0.030096167738886861 -0.0049660646052024533 0.017157244791424282 -0.01267114292541352 0.059631446990601591 0.11649669278807676 -0.014711895770180665 -0.011999967287328011 -0.045760091387799483 -0.0013782636676710114 0.0017823354303737673 -0.036029577658058837 -0.043968080290982231 -0.018058334227023989 -0.022037845580118141 -0.11059244989339867 -0.064954096105307543 0.007426397593188582 0.033844658739876569 0.021820695643407058 0.050503655017842014 0.041534929645212722 0.0081235738338492711 -0.028377680717152742
leaf_weight=7.670513032819148 3.1757960733666541 1.053318757796659 34.397660178714432 21.196526264058775 2.9563587201992041 1.7260749923298124 1.1507613360881794 0.8155647783423764 4.3636390261235674 8.6063358373939955 4.1596393290674305 2.2810987510019913 39.208240852647577 6.4060763286252023 3.3409444890130535 3.0436312001256738 0.87333366135135282 13.033208200940861 6.9142517174332161 1.7625261465436777 29.697353738767561 17.701809082194814 16.385704147360229 14.937178936233975 28.917713580696727 7.5034203148097749 0.79824556340463448 1.0673112718504842 72.928425869293278 11.052499860001261 85.282209817698458 24.696473815245554 11.743035542254804 8.0543193938210589 4.4733646087697734
leaf_count=625 588 144 7209 3606 577 98 64 82 441 738 181 89 8233 1025 457 420 38 1460 1712 227 5551 3049 2672 2479 5853 980 77 185 10100 1329 6703 1162 426 415 211
internal_value=0 0.0150584 -0.0194187 -0.0150138 -0.0138925 0.0239745 0.00388541 0.00241572 0.0087674 -0.00795678 0.0271715 0.028016 -0.0109657 -0.0190711 -0.0119705 0.0217967 0.0341555 0.00622298 -0.0386711 0.00358167 -0.0134386 -0.0164958 -0.0197493 -0.0165377 -0.0268833 -0.0388511 -0.0305528 0.00940068 0.00638238 0.0282193 0.0263902 0.0339942 0.0186384 0.0279419 -0.00863005
internal_weight=0 281.501 221.873 180.561 177.385 165.081 22.6646 116.421 21.5138 12.97 142.416 140.69 156.189 17.5236 153.233 6.38458 8.54385 98.897 41.3119 8.1686 146.848 117.151 99.4488 83.0631 43.8549 9.35498 8.30167 85.8638 73.9957 11.8681 136.531 51.2483 26.5518 19.7974 6.75446
internal_count=69206 26800 42406 33485 32897 11191 1906 15609 1842 1179 9285 9187 29291 2453 28714 877 663 13156 8921 1252 27837 22286 19237 16565 8332 1201 1057 11696 10285 1411 9006 2303 1141 841 300
shrinkage=0.1


Tree=26
num_leaves=36
num_cat=0
split_feature=8 4 0 9 9 8 9 10 8 6 6 4 13 12 4 9 10 10 0 10 6 13 4 12 12 12 8 6 9 10 6 6 8 12 10
split_gain=10.2752 2.86918 2.38033 1.83505 2.16714 1.77909 1.73824 1.92041 1.51079 1.24803 1.14939 1.20732 0.952978 0.879804 0.845371 0.792668 0.744245 0.742752 0.722184 0.709751 0.917232 0.8841 0.979036 0.678464 0.674859 0.645377 0.618299 0.735132 0.611647 0.605601 0.585527 1.11598 0.660728 0.648431 0.583777
threshold=-0.014900397217846166 0.0048629741650074729 0.0027736395131796603 -0.42447059611136456 -0.42449237182921723 0.17619232736756663 -0.16598775017816089 0.68616721963547589 -0.18327552011861156 -0.74446257051851428 -0.42569326364124477 0.065127275884151473 0.0019478179827344621 0.00071608394911124474 -0.0076707298867404452 -0.52970573228602669 0.68514466182472111 0.63734005427062967 0.032598875463008888 0.34980610408235863 -0.31228905365085458 -0.0040041883805933152 -0.093760978896170841 -0.011790639854062274 0.0010802526282742248 -0.011156758281820389 -0.29161461229737512 -0.97354511020353318 0.85734267067422587 0.80021155463620353 0.064106960895757958 -0.62587095589703523 -0.28316768136728276 0.0064587865684530782 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 14 19 7 13 9 -8 11 -3 23 16 15 -2 17 26 24 21 29 -5 -23 -1 -11 -24 -4 -28 -10 -21 31 -14 -32 -34 -13
right_child=1 10 6 5 -6 -7 8 -9 28 18 -12 34 30 -15 -16 -17 -18 -19 -20 20 -22 22 25 -25 -26 -27 27 -29 -30 -31 32 -33 33 -35 -36
leaf_value=-0.034731378439510199 0.055975277283566251 -0.004409333439468195 0.014186767269717491 -0.00021279421870147361 0.069430554067212991 -0.05028984429027309 0.086705316318338416 -0.077155392839023215 0.004499754068425457 -0.016673898148456878 -0.011019813915607066 0.047356792126732911 -0.020513995660310348 0.0085064783899702259 -0.021230406277408985 -0.031595397464947945 0.028617013186578655 -0.078319322520164603 0.045664788776978951 -0.043538211970172436 -0.090464827159264294 0.041114857008871741 -0.06034696973902183 0.030223838767488367 0.036106249500114242 -0.024382388433053015 -0.076328081456001756 -0.014569319350465432 0.052323720735355364 0.020944595394853507 0.041150797475155605 0.036828064233359145 -0.035486146149359188 0.011278548802222885 -0.016852929206245409
leaf_weight=1.6409164364449669 3.0338449202245101 12.626671089848971 7.0655621132173101 18.410653959130286 3.6842022377531967 32.30239618277119 4.1062927615421385 3.5317803521174929 57.668586742045591 5.4126871305052209 31.77692252023553 11.145875217276624 4.6784475132590186 42.086346461321227 20.781121687672567 1.5678161768009946 4.2094635136891148 1.8007107437588263 9.4793651592190127 5.9170605440449435 3.305219992202181 2.1246785788534899 5.5631452084489856 80.274311616260093 4.3852383265621029 48.394631495451904 2.0545282864768479 31.144562602261434 2.8043467024108386 1.9320173290325326 2.4522758692619382 12.361990968827742 7.0261827835638524 5.1297520964872092 1.6219961654860515
leaf_count=147 590 2157 908 3666 456 6618 275 440 9399 621 5633 1102 298 5121 4303 297 451 234 1236 977 507 421 936 4633 554 9323 239 4805 369 343 157 860 592 327 211
internal_value=0 -0.0173534 0.0119447 -0.0247455 -0.00224003 -0.0302917 0.00465338 -0.00484687 0.0150641 0.0366494 0.00165549 0.0175165 0.0232287 -0.00195671 -0.0126427 0.0261394 -0.0114728 -0.0154846 0.0259869 -0.0227493 -0.0462745 -0.0192267 -0.0254686 0.0289227 0.00694881 -0.0280904 -0.0126745 -0.0183913 0.00671752 -0.027666 0.00849109 0.0210848 -0.00619945 -0.0157516 0.0391998
internal_weight=0 204.188 289.313 147.017 29.067 117.95 175.749 91.893 83.8565 23.3836 57.1715 25.3945 113.564 88.3612 25.3828 4.60166 46.2748 42.0654 19.2773 85.6474 11.1543 74.4931 56.0825 81.9152 9.79793 53.9578 40.2647 33.1991 60.4729 7.84908 31.6486 17.0404 14.6082 12.1559 12.7679
internal_count=69206 37540 31666 28437 5646 22791 24652 12198 12454 2686 9103 3470 7014 11758 5190 887 6637 6186 2411 16173 1827 14346 10680 4780 1175 10259 5952 5044 9768 1320 2234 1158 1076 919 1313
shrinkage=0.1


Tree=27
num_leaves=36
num_cat=0
split_feature=2 2 4 8 9 9 0 2 9 8 12 8 9 12 9 0 2 8 8 4 12 4 9 14 9 8 12 8 9 9 9 9 9 9 9
split_gain=10.1376 4.55961 2.93073 1.38955 1.27605 1.11702 1.02439 1.00353 1.67677 0.994244 0.932736 0.910063 0.884422 0.857741 0.852106 1.67483 0.943264 0.764156 0.750937 0.675816 0.707967 0.670244 0.654081 0.637556 0.634236 0.610714 0.584251 0.571342 0.566971 1.52262 1.28958 1.03323 0.714848 0.932661 0.561944
threshold=0.0019775080727413301 0.4919171035289765 0.058746144175529487 0.25433555278445286 0.85628955194357415 0.85628611699070711 0.062675230205059065 4.1547895307303413e-05 0.27982126240774607 -0.1956755695158279 0.020405248985304072 -0.16893762190113396 0.67971881347116203 -0.0032612461426268719 -0.17623265179723163 0.020263494923710827 0.00025928138347808277 0.033455064396118769 0.026226909176758611 -0.0097695488948374969 0.011176040481065236 -0.0066279005259275428 -0.53355871336626615 -0.82922430688172022 -0.1942085329469812 -0.59531284553067465 -0.0042526035495257441 -0.11484118905460931 -0.42449237182921723 -0.42447059611136456 -0.19421047379619683 -0.53355871336626615 -0.1942085329469812 -0.16360650193385393 -0.53362263794378351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 28 8 19 -4 14 -7 22 -3 -9 16 -16 -14 -6 20 -1 -13 34 -11 -5 -24 -21 -18 31 -30 -31 -2 -32 -34 -8
right_child=1 13 9 24 18 11 12 10 -10 23 -12 21 17 -15 15 -17 27 -19 -20 26 -22 -23 25 -25 -26 -27 -28 -29 29 30 32 -33 33 -35 -36
leaf_value=-0.0054376908396288857 -0.0032431417732762691 -0.054192035526403941 0.042185407973216925 -0.015538022982452271 0.053917068469382018 0.010286226067439258 -0.018758134632606525 0.0070041998200523793 0.096803232968776964 -0.07846964064673162 0.053523460209315879 0.0069114496615370518 0.035265928465355645 -0.027069638167133467 0.041460904782064732 0.074382600142442357 0.016221341031356945 -0.024921490672545465 0.00016014888336350261 -0.0021519557960380867 0.056340350533606323 -0.045975180912580717 -0.1576728315696812 0.010497549811457556 -0.063430893494375237 -0.021611143235830268 0.04184048613721681 -0.023277907551912874 0.042105623302418814 -0.028887186149654704 0.022879783035090744 -0.057422567359213597 -0.053716618003109722 0.0021206313544174867 0.039959411983326684
leaf_weight=8.6862060221319535 15.049446916615127 19.080088623304619 11.101741571881574 4.6977695619571023 5.0460528722323925 4.6637348346412208 3.2246467559598386 58.286964550381526 3.9891520787496111 0.81947429702267882 6.4355487489083307 2.7775942028965863 5.8904845504439418 29.982907153535052 9.0874463390282525 6.1239078779180991 9.4005505324603309 3.28633273311425 5.3575664963282179 3.413654130534268 2.3587265100795767 17.456170506542545 0.33158435369841655 47.190201704594074 6.721119616791837 64.461890683567617 26.103086606774017 5.9988736058294263 8.8913005699869228 14.150166121689834 15.866752952104425 4.5944566774414843 3.2044184570695426 45.001707107039707 3.2956676349276668
leaf_count=488 2149 4361 956 912 631 471 719 5060 191 95 459 355 735 7858 629 777 875 470 776 225 100 2136 30 5646 1153 13673 1181 642 1027 2568 2011 751 531 7892 673
internal_value=0 -0.00940252 -0.00467924 -0.00970558 -0.00795993 -0.00963679 -0.00699084 0.0225507 0.0349408 0.0152155 0.0167606 -0.0295363 -0.0155091 -0.0376173 0.0140992 0.027609 0.0159115 0.0137121 0.0262338 0.0288568 0.00775546 -0.0387152 -0.0192694 0.00897897 -0.0437276 -0.0223074 0.0367527 0.000834337 -0.000568465 0.00289211 -0.00156513 -0.015915 0.00446881 -0.00159105 0.0109204
internal_weight=0 342.143 293.08 233.969 222.55 212.146 187.249 139.884 44.5508 59.1114 95.3333 24.8975 80.4906 49.063 88.8977 30.6108 24.4869 9.17682 10.4036 40.5617 11.0449 20.2338 71.3138 48.0097 11.4189 64.7935 29.5167 15.3994 106.758 87.1143 78.223 19.6439 64.0729 48.2061 6.52031
internal_count=69206 58579 46360 39663 37598 36191 33229 10627 2185 6697 8442 2962 16300 12219 7983 2923 2146 1205 1407 1994 588 2491 15095 5741 2065 13703 1406 1517 16929 14029 13002 2900 10434 8423 1392
shrinkage=0.1


Tree=28
num_leaves=36
num_cat=0
split_feature=1 1 8 8 6 0 4 6 8 0 0 5 5 5 1 1 0 5 4 0 0 4 12 5 5 12 1 6 1 6 0 5 6 0 15
split_gain=10.6037 3.01946 1.7129 1.41713 0.89522 1.29052 1.11685 1.03575 0.721234 0.651052 0.577872 0.714062 0.616164 1.45438 0.676989 0.604263 0.815719 0.563561 0.564723 0.544359 0.557415 0.629376 0.703213 0.537684 0.690354 0.67585 0.511095 0.493115 0.490427 0.479296 0.460817 0.432259 0.431041 0.422275 0.419893
threshold=0.056863797828555114 0.0031218425137922172 0.10636987056870793 -0.11484118905460931 -0.30565573618158298 0.00015876750694587829 -0.0051118233241140834 -0.70722767058753111 0.11792997274682686 0.037535483017563827 0.039057364687323577 -0.00081876077156355076 -0.07683836389876296 -0.076875149138644447 0.13922940939664843 0.41882035136222845 0.42667351663112646 -0.00053922424941236352 0.25744413677603012 0.13970619440078738 0.015211303252726795 0.3674483690410853 0.012506113786323105 0.021268585621316703 -0.06202861531343444 0.0060684336247587177 0.63691443204879772 -0.16388414018367281 0.84916096925735485 1.3092430242121353 0.050317004323005683 0.096933876597764937 -0.44550299854761038 0.014720717910677196 0.52595825960366016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 9 6 -6 7 -1 30 -3 -2 12 13 14 -12 -13 -17 18 -10 20 21 22 29 24 -4 -25 -18 31 -26 -7 -5 -11 -9 -19 -8
right_child=2 3 23 8 5 19 34 32 17 27 11 15 -14 -15 -16 16 26 33 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.030983129102004993 -0.037680021654973195 0.0081920310887212636 -0.038229055015980382 -0.0052900892305623665 0.029764959015801812 0.0046616695652405013 0.043333826498925386 0.047934264018909566 -0.0019719121467368685 0.027328754781863796 -0.0034609222598757702 0.0019777198247015108 -0.035729186318135812 0.049311781857196292 -0.033687252923136381 -0.077369800738345235 0.022535943375667944 -0.078279405967468116 -0.13444456587588091 -0.070124763507081952 0.039251214889404251 -0.051453491700134371 0.03216112163165033 -0.054264405910160053 -8.6709680616130444e-05 -0.010963788432527037 -0.030634186992030157 0.012572202136868757 -0.074344040001398534 -0.035346370475496984 0.014542857215590111 0.078213682350471186 -0.0038802236665979126 -0.028876495242823541 0.01260047758187847
leaf_weight=4.8591275617509382 9.0645473749318608 38.055249257857213 18.082519363211762 68.588216592455865 38.727006041328423 43.748048096895218 34.977265358473232 4.4385124067848665 9.1784904554078821 3.3068393027060665 14.212476492510175 42.547992215681006 16.485689088556683 3.4572323723696199 15.481222833564969 2.3183231186121684 2.9948663057584781 2.3159534685546515 0.33348993421532291 0.91048223164398123 5.1597492288274216 1.9128909235878371 9.1972690459224378 19.695836635510208 10.165956540076873 4.4121312256611409 4.5613390480866656 5.4947381590463902 0.97466958494624201 3.2144096499541766 14.128561377481672 3.3714647878368851 2.5154088825220224 6.840505769563606 5.0927575102978144
leaf_count=338 1694 4594 4254 10897 1765 3869 2354 379 1803 476 2939 7729 3623 654 3490 498 592 341 26 61 620 192 707 4178 2766 1017 958 850 223 322 2620 307 221 1361 346
internal_value=0 0.0109254 -0.020553 0.000895518 0.0207517 0.0153502 0.0314614 0.00443962 -0.00590939 0.0146311 -0.0134828 -0.0113337 -0.0199298 -0.0120728 -0.0192198 -0.00319445 -0.0254806 -0.0236633 -0.0066164 0.00664719 0.00775263 0.00495398 0.00687531 -0.0352848 -0.0261649 -0.0463397 -0.00956046 0.034761 -0.00658333 0.00192326 -0.00190249 0.0530174 0.0291917 -0.041372 0.0394277
internal_weight=0 306.366 164.455 151.614 154.753 102.87 51.8831 11.813 101.385 50.2283 111.124 102.059 49.6366 33.1509 29.6937 52.4225 9.87453 18.6684 9.51198 64.1428 63.2324 58.0726 56.1597 53.3311 29.2231 24.108 7.55621 12.173 11.1406 46.9625 82.7168 6.6783 6.95392 9.15646 40.07
internal_count=69064 34449 34615 23275 11174 7536 3638 938 17048 6227 22177 20483 10706 7083 6429 9777 2048 3531 1829 5771 5710 5090 4898 12438 7243 5195 1550 1633 2989 4191 13517 783 600 1702 2700
shrinkage=0.1


Tree=29
num_leaves=36
num_cat=0
split_feature=1 2 2 2 6 2 0 10 13 13 11 2 1 0 2 10 11 11 2 10 10 10 12 0 10 10 10 2 12 2 12 6 6 13 13
split_gain=9.13132 2.1901 1.90829 1.61292 1.44437 1.40665 1.17681 0.914164 0.85709 0.853244 0.808745 0.844237 0.744424 0.818742 0.719071 0.679766 0.786278 0.638963 0.617505 0.595099 0.847045 0.671656 0.665009 0.603726 0.58632 0.585393 0.584363 0.563983 0.551273 0.526846 0.522929 0.55357 0.540453 0.526762 0.519146
threshold=0.031192502006888393 0.00033300863287877297 0.57639935612678539 0.14736118912696841 -0.30565573618158298 0.0035655190004035835 0.026715067215263847 0.0069975561689944185 0.0029929026122964527 0.0036695580811282268 0.0092186504674460767 1.8595091205497741e-05 0.0062268641777336606 0.037535483017563827 3.2283540349453694e-05 -0.094700942253017131 -0.0054254378412408226 0.0047472862121865954 0.0079739526845514792 0.011229365765181449 0.011232844138363661 1.1522827944574321 -0.0032612461426268719 0.011072680354118349 -0.093510271562057171 -0.054307984383355781 -0.040499892641197514 0.97932046651840221 0.0024563260909938526 9.2416619736468433e-05 0.00030369625089653635 0.12363386624205043 0.62404188694672313 -0.0042610998847305648 -0.0053647170749836865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 12 8 26 10 25 15 11 -1 34 -14 -9 16 -8 -16 -15 -6 22 23 -21 -22 -17 -2 -7 -4 -5 -12 31 -13 -33 -32 -3
right_child=2 3 27 28 19 6 9 14 -10 -11 29 30 13 18 17 24 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 33 32 -34 -35 -36
leaf_value=0.039557374777040161 0.019866017476567157 0.047924272029710613 -0.027489324774185878 -0.052475007482730297 0.006379137755809729 -0.015987304100893912 -0.041086504875021412 0.091518825851087809 -0.024256228893614437 -0.026113042642736829 -0.03076618545204253 0.016481245457301116 -0.0031405121017608569 0.097429372416607957 0.017757350310230499 0.025181960286362187 -0.0092544538174695688 0.075449474214663956 0.021730653444547457 -0.059875183722452076 -0.014359008393743766 -0.086908577215743577 -0.013887021761674829 0.0322673068896129 -0.0048047783045703377 0.076650093573701159 -0.067256326960330112 -0.053136619693927967 0.00065139644609572746 0.029146332716452485 0.043757072789181728 -0.047470290008050281 0.019700047826158175 0.013687384744131323 0.021386152816109356
leaf_weight=24.405132202111417 9.4791015470982511 9.3357267967367061 26.209725454231375 6.0487298246298433 58.683660033217166 3.5337315255310386 10.812175238461348 3.2478444281732655 3.7366322761808979 32.425412287731888 4.5632733081001779 8.0212641364778374 21.931320933741521 1.3326776015455823 5.9293382170508249 7.3041150675853705 27.486033671302721 2.8388894990785047 5.6304183955508051 3.7409712094813612 4.2626567834668059 0.66868232563138086 19.717278726166114 7.9678737015492516 60.772004038721207 2.2455762572499216 5.9944555940164701 12.742410639650187 2.8846944243123289 2.1636580885387957 8.9667267528420762 3.5780740301415781 1.8006741908320689 16.631617633742284 35.033247765386477
leaf_count=1085 1375 665 7120 1219 7572 775 2204 163 557 6471 248 681 3287 115 442 1491 6571 175 824 405 637 73 2071 1113 11305 330 879 3262 674 147 583 307 184 1027 3027
internal_value=0 0.0123422 -0.015985 0.00608646 0.00828426 -0.0112538 -0.0142458 0.0258394 0.0174499 -0.0119121 0.0214728 0.0249706 0.0188355 0.00634445 0.0513247 -0.00758328 -0.0182411 0.0364363 0.0362187 0.00015073 -0.00990238 0.0106813 -0.0212209 0.0160168 -0.0015874 0.0307416 -0.0482421 -0.0358793 -0.0353199 -0.0114959 0.0158423 -0.000162568 -0.0249833 0.0242204 0.0269701
internal_weight=0 259.384 202.741 177.238 168.305 163.789 148.328 82.1465 15.4613 138.8 70.1304 63.4035 73.2634 28.8944 12.0161 106.374 38.2982 8.76823 6.9631 95.0411 36.3575 12.8992 23.4582 12.2305 68.0761 11.7247 9.52819 38.9521 8.93342 6.72693 38.9984 13.4 5.37875 25.5983 44.369
internal_count=69064 26724 42340 21682 19789 31958 29696 5042 2262 28042 4262 3867 7918 4226 780 21571 8775 617 939 11871 4299 1823 2476 1750 12796 1705 1654 10382 1893 395 2782 1172 491 1610 3692
shrinkage=0.1


Tree=30
num_leaves=36
num_cat=0
split_feature=1 1 1 12 9 10 0 15 9 4 4 12 15 9 4 4 4 15 0 4 4 9 9 14 14 0 9 10 9 15 14 10 10 10 10
split_gain=8.95566 2.39865 0.864095 0.799961 0.796198 0.745237 0.650321 0.645066 0.624159 0.789722 1.03018 0.847942 0.629209 0.614607 0.822031 0.588104 0.985646 0.712256 0.669392 0.587372 0.728392 0.806938 0.578849 0.571827 1.10106 0.558552 0.550232 0.701481 0.558713 0.586134 0.629829 0.531363 0.486847 1.22237 0.735376
threshold=0.056863797828555114 0.0025792277883738284 0.60782581567764293 -0.010860466524708371 -0.53362263794378351 -0.45142457785776546 0.039057364687323577 -0.22879602956810499 -0.52338520711075731 -0.025003902148455378 0.0055227355333045134 -0.0035041694759703765 -0.3846819733891958 0.85628611699070711 -5.131034413352608e-05 0.00077002495527267467 -0.00038981786929070944 0.86965854943599885 0.00054651606478728365 -0.0010815789573825894 -0.017150238156318661 -0.19421047379619683 0.85628955194357415 -1.0000000180025095e-35 -0.046113971498489108 0.00070390829932875942 0.070334891574211425 0.68616721963547589 -0.39421852110618055 -0.16234909194020369 0.24908104326341987 -0.048133136459004994 -0.19655848664908693 -0.19654991179956058 -0.10458590299668226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -3 -6 7 -5 9 25 -11 -12 -13 26 -15 16 19 18 -17 20 -10 23 -16 24 -22 -1 27 -7 -29 -30 -31 -9 -8 -34 -35
right_child=2 4 -4 6 5 13 32 31 15 10 11 12 -14 14 22 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 30 -32 -33 33 34 -36
leaf_value=-0.055782709457233709 -0.036466584811735925 -0.052781579043809569 -0.039668231018834793 0.026473085270403263 -0.080300443303393074 0.0040887078219133755 -0.026404060006471289 -0.017399261476086236 0.029789641150356268 0.027780195044514656 -0.089299876892781127 -0.058861380156346399 0.013290571358315696 0.012892582551473906 -0.040150781579760458 0.043276926246853926 -0.020225729802165193 -0.052465086371573488 0.022306071024269281 0.068350661325030829 0.042183952923047656 -0.017481213311667448 0.025071856014109484 0.066914746116820176 -0.068020549660078602 0.021569084278133081 0.016927346596635525 -0.06975893697754891 0.055303159006168646 -0.052054759378135008 0.05585062053351332 -0.069253057556844647 0.050557541641184173 -0.034692983284956853 -0.0074357661916009017
leaf_weight=3.063949130941185 17.71155684353289 2.6453632595948866 18.397493271564599 1.3120707509660849 1.077890969289 94.464766340744973 18.496104684854799 3.2445118877658379 20.827461295215468 17.193675968912434 1.2884268166963009 1.5185047914274035 5.9231082646874693 6.946144610730701 9.6001866590231639 25.19890242589463 6.9495418279548167 1.049056089716031 38.441390867788868 2.4210478821769348 2.7290042857639492 9.3462015867698955 1.5854370238957916 2.4194221364450632 1.3575886914040891 1.3425691020675001 31.995168888046464 2.27210305002518 1.0798537766095249 2.6019284938229243 0.6828932596836238 5.0553593916411037 3.3618027430493376 11.317842799689968 78.89737024767237
leaf_count=165 3470 475 4611 262 216 14757 4751 890 1606 885 97 90 312 874 1195 1482 620 85 3454 208 179 819 203 137 111 100 5567 322 117 322 51 862 658 2721 16390
internal_value=0 0.0101986 -0.0192986 -0.0166103 0.00160964 0.00255434 -0.0137201 -0.0386828 0.0196328 0.0069228 0.0135755 -0.0144004 -0.00143246 0.0031449 -0.0141272 0.0231139 0.0144766 0.0292624 0.0306097 0.0206444 0.0174955 0.00134292 -0.0309062 0.0283847 0.00557341 -0.0322153 0.00549788 0.00188084 -0.0295449 -0.00861081 -0.0296219 -0.0489828 -0.0115792 -0.008649 -0.0108553
internal_weight=0 296.022 157.794 139.397 154.952 152.306 121.685 9.61194 141.07 30.3302 25.9237 8.73004 7.44161 151.228 18.1318 110.74 46.0503 64.6893 63.6403 39.1007 36.6797 15.8522 11.1856 6.50602 4.08659 4.40652 133.097 101.102 6.63678 4.36468 3.28482 8.29987 112.073 93.577 90.2152
internal_count=69064 34449 34615 30004 24099 23624 26534 2014 10350 1649 1384 499 402 23408 2272 8701 3680 5021 4936 3060 2852 1246 1398 427 290 265 21136 15569 812 490 373 1752 24520 19769 19111
shrinkage=0.1


Tree=31
num_leaves=36
num_cat=0
split_feature=3 1 6 3 2 5 14 2 1 3 5 5 12 3 12 0 2 3 5 6 14 6 6 3 3 2 0 1 14 14 1 12 14 6 3
split_gain=9.38031 2.6149 1.88764 1.63054 1.29076 0.78884 0.676177 0.674795 0.848412 0.817632 0.7211 0.807939 0.644675 0.660975 0.620701 0.61039 0.607624 0.600726 0.813498 1.27161 0.891877 0.650347 0.538016 0.769102 0.532757 0.505711 0.501402 0.484193 0.467578 0.459588 0.453494 0.426697 0.415586 0.552359 0.439485
threshold=-0.056856943061575287 0.0015645037055946889 -0.31228905365085458 0.37231905979570007 4.1547895307303413e-05 -0.0085448293635279008 0.36868750337700668 0.03615002520382405 0.034505181014537818 0.024428707547485832 0.09478381515654298 0.29191544671220454 -0.0033467057431111175 0.99673352609897858 -0.0035041694759703765 0.03445002809166909 0.00037328619509935384 -0.63934781029820431 -0.00081780026348783608 -0.42569326364124477 -0.4565805732834029 -1.3285188912000783 -0.12828329356441076 -0.88024568142282067 -0.91351615603343805 0.060816096141934402 0.039630221202969558 6.8412991822697236e-05 0.42067726019562363 0.016491609815032462 0.00019537790649337697 0.008951457503242043 0.16531914682360729 0.99315821927875192 -0.93118079348278104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 6 -6 31 9 25 10 16 29 -5 -14 15 32 -3 18 20 21 24 -20 -21 -24 -16 -9 -10 -19 30 -12 -22 -1 33 -7 -35
right_child=1 3 -4 12 5 14 -8 8 26 -11 11 -13 13 -15 17 -17 -18 27 19 22 28 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.019181147347226851 0.040397278027356438 0.051157972823177966 -0.014157592201161993 -0.04835088580340715 0.019824610534900502 -0.0034053395649248693 0.060221303114051862 0.022266166789882885 -0.037327642471403098 -0.084459150009732267 -0.011177929360262457 -0.064548096868157337 -0.020615975866771125 -0.07865151857588161 0.0019613637409204858 0.015567255221630058 -0.030553166366803022 0.038196762401988348 -0.0060661307179230555 -0.02249469244286062 -0.099358303563068795 0.075178977364672828 0.041451347734925571 -0.004435157353211339 0.056862502296148559 -0.0051641673263283349 -0.011117920209452238 -0.0015341303642649501 0.03940561563951106 0.032074181418831137 -0.0216748230301534 0.046177635867583618 -0.049785166098908755 -0.13663900765316742 -0.028517434529580957
leaf_weight=25.492667741375044 14.228214926435614 0.93829506332986312 11.443346706917508 18.657787650827231 67.109801932354458 12.867662241580552 6.6981140874559051 11.784644641025809 8.067168023568227 2.076984385814284 4.5998580639134143 1.6064410338876758 27.963225958330444 2.1105590606166507 3.9542941162362695 7.9404675415280499 30.248645085433964 3.3380044566583811 1.1557287006871773 3.1573401670611956 0.85117746342439016 6.6797340661723892 9.0252464361110487 6.1361089527199466 3.1961996878962955 15.642371766385621 76.649575333787652 37.828701202466618 1.0920226862654088 5.2728579580725636 6.4154648057883605 7.6001851487671948 3.3019416956230989 0.55926177976652969 1.1468933960713901
leaf_count=1442 992 106 1135 4689 9099 1557 307 1883 1677 288 852 260 8060 475 289 1287 5219 206 83 326 47 616 878 629 265 2668 16524 4800 61 798 612 363 349 54 168
internal_value=0 -0.0140133 0.0160789 -0.0177703 0.0149824 0.0113004 0.0312459 -0.0128073 -0.00866471 -0.0231901 -0.0202076 0.00122073 -0.0337483 -0.0246889 0.00603509 -0.00750376 -0.0280948 0.0102548 0.0187201 0.0294804 0.000574237 0.0631953 0.0150595 0.0228801 0.0265016 0.0066219 -0.0136137 0.00168745 -0.0216056 0.0119223 -0.0307743 0.0253812 -0.017752 -0.0104943 -0.0639587
internal_weight=0 231.29 25.6716 205.618 215.547 175.756 39.791 156.887 112.144 44.7431 42.6661 11.4792 48.7316 30.0738 108.646 25.8162 31.1869 82.83 41.6633 26.1542 15.5092 7.83546 18.3187 15.1614 7.15049 27.427 84.7167 41.1667 8.35866 9.87272 7.26664 33.0929 17.8758 14.5738 1.70616
internal_count=69064 45626 2127 43499 23438 21326 2112 30275 22752 7523 7235 1910 13224 8535 12227 3415 5325 8812 3806 2532 1274 699 1833 1507 554 4551 18201 5006 720 1650 659 1805 2128 1779 222
shrinkage=0.1


Tree=32
num_leaves=36
num_cat=0
split_feature=3 3 8 1 10 12 1 1 10 10 10 10 10 10 8 10 1 10 3 11 1 10 10 12 8 8 10 10 0 10 10 4 3 12 11
split_gain=8.4537 2.62361 1.18641 1.07565 1.01276 0.949143 0.841874 0.823431 0.74233 0.741678 0.652796 0.972544 0.994294 1.08911 1.03024 0.802061 0.647299 0.638036 0.875946 0.692512 0.628253 0.634525 0.670123 0.605272 0.552756 0.516879 0.512317 0.723017 0.735874 0.54287 0.822474 0.554467 0.499361 0.494185 0.52598
threshold=0.019357662647962574 -0.36782778822816903 0.08984131074799008 0.00011032468319172041 -0.45142457785776546 -0.0015941088874746739 0.0044758243020623931 0.27587383985519415 -0.094700942253017131 0.066222424921482878 -0.19654991179956058 0.011232844138363661 0.011229365765181449 0.0069975561689944185 -0.091379061171285345 -0.17753420396177075 0.00013736715482082221 0.053897108914758039 0.82272368793201178 0.0092186504674460767 0.0014463653787970545 0.026857326257760359 0.053897108914758039 0.0043703396814862771 0.099523143825557076 -0.20058840869098327 0.68616721963547589 0.80021155463620353 0.0297043900936842 0.68514466182472111 0.66424442133195727 0.0042504030279815206 -0.19225290021859107 0.014448942488725856 -0.019410246140274062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 9 -5 -1 -2 10 -8 25 16 12 13 15 -14 -12 -6 18 19 -10 24 -22 -23 -4 -13 -3 29 -28 -29 30 31 32 -24 34 -7
right_child=2 3 23 4 7 33 8 -9 17 -11 11 20 14 -15 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 -27 27 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0068307546493173669 0.021867694653860691 0.034431773023001849 -0.03645623812459127 -0.085903842297381502 -0.088355877606406424 -0.0028606899211466611 -0.030474466957376607 -0.028633563632902204 0.020267189213848447 0.062234019677029163 -0.0581099963361335 0.022287686176205357 0.00094650461293822007 0.072629860305903571 -0.049589688977411353 -0.0022586436727629086 0.015184393251220511 -0.023907924963552492 -0.042856345573975239 -0.026130867487814732 0.040108813286941408 -0.068273327740170142 0.077320831722775832 -0.013200399569567318 0.099480413751885627 -0.010690007863670657 -0.05673595696973012 -0.042563577504101946 0.026939848319628253 0.026782575150579774 -0.08257408708995273 0.02109085824268014 -0.020623322035725908 0.041324017767704314 0.024580082571861672
leaf_weight=40.149377786947298 6.692035810177912 5.2532432314765165 47.691296956119913 1.3981834523146961 0.61458175396546622 7.7195667433406916 21.326219226211833 9.7002085249405336 16.093349151269656 4.2836173706164109 2.768046623270485 8.4939737270979077 6.3382946825586286 1.8337885178625573 11.095963582862167 36.161067943787209 34.386751878482755 14.197742770673356 3.5546191950706989 4.0204566380780298 4.0511974682594873 1.4453991601767473 0.5556160926935253 14.622957861589382 1.0413735123584036 4.9130605926620765 3.3045515812700597 2.445318459183909 4.0401329263113439 9.8962216060608643 1.1912864169571538 8.7652692479750822 8.2464865608199087 15.753700840490636 73.422727368262713
leaf_count=4958 717 302 11934 252 42 717 5507 2201 2985 220 509 689 679 264 1508 5978 5855 3156 878 709 563 219 92 3750 68 369 514 332 624 1398 172 1541 1683 1157 6553
internal_value=0 0.00943408 -0.0211071 0.00121795 -0.00117374 0.0197592 -0.0117514 -0.000416148 -0.0155522 0.027332 0.00144998 -0.0022849 -0.0112305 -0.0026823 -0.0312171 -0.00622994 0.0133663 -0.00714801 0.0029056 0.0109929 0.00745034 0.00240123 -0.0014283 -0.0309989 0.0307181 0.0126258 0.00108485 -0.0186647 0.000733806 0.00783234 -0.00216495 0.00328779 -0.0144408 0.0251162 0.0219695
internal_weight=0 309.269 128.199 172.224 157.774 137.045 65.8844 156.376 59.1924 14.4499 146.675 111.674 58.1972 40.7629 17.4343 38.9291 35.0013 37.8662 23.6684 20.1138 53.4768 43.9415 39.8903 62.3143 9.53535 10.1663 38.4449 9.79 6.48545 28.6549 18.7587 17.5674 8.8021 96.896 81.1423
internal_count=69095 39459 29636 26074 25183 13385 13952 24931 13235 891 22730 16833 8938 6751 2187 6487 5897 7728 4572 3694 7895 7138 6575 15684 757 671 6356 1470 956 4886 3488 3316 1775 8427 7270
shrinkage=0.1


Tree=33
num_leaves=36
num_cat=0
split_feature=3 2 9 13 13 3 6 6 4 2 9 3 3 6 6 6 6 9 3 12 12 6 4 4 9 4 9 6 6 9 4 6 4 2 4
split_gain=7.40758 2.46063 1.56315 1.23752 1.21285 1.04522 1.02577 0.970922 0.993219 0.966957 0.807583 0.784688 0.781437 0.75289 1.37545 0.611049 0.684623 0.604623 0.584649 0.563684 0.563134 0.732306 0.551854 0.649256 0.59629 0.548631 0.547765 0.568002 0.543928 0.5342 0.520901 0.520181 0.515759 0.513799 0.501223
threshold=0.019357662647962574 0.00025928138347808277 0.24591019851037241 -0.0073743360239491218 0.0035854198586196388 0.97884414682630461 -1.4316761955078621 -0.71431950841031733 0.024539343081414703 0.031968023627996452 0.85628611699070711 -0.997380033180434 -0.90180004280409765 -0.29372875237664775 -0.77252484918487296 -1.0402777586452083 -0.7819446787197194 0.85628955194357415 -0.19225290021859107 0.024918007285396278 -0.0010121814424009195 0.12363386624205043 0.00024091510567814114 -5.131034413352608e-05 0.086793094691389058 0.13018346577882769 -0.53242078972787954 -0.85018206302268928 -1.4316761955078621 0.67971881347116203 0.028196930885314945 -1.2619227389562806 -0.016433157026767727 0.0099237719550728815 0.15885920077562335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 25 7 9 -1 8 31 -5 34 13 -12 14 -8 -13 -17 18 19 -9 21 -18 23 26 -24 29 -11 -28 -7 -2 32 -3 -22 -19 -6
right_child=3 4 -4 5 10 28 11 17 -10 22 12 15 -14 -15 -16 16 20 33 -20 -21 30 -23 24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.061993623868356142 -0.0085281997124175661 -0.049539431820916906 0.063238179519005996 -0.081302594490907085 -0.0065790691733485854 0.092707385294123992 0.080722881187727261 0.0099622239661806347 0.048119215072255021 0.026651693312244443 0.048261604588085649 0.07446094576969195 -0.039280267983611276 0.071809138341702133 -0.090445001397833 -0.03178628229404256 0.021301987159313723 -0.043410585335341284 -0.0015926533680714048 0.073660408781020315 0.010491417594323156 -0.02259382809683981 -0.016248660020666394 -0.039150795381084472 0.014029463694130934 0.099811272712004184 -0.053979979429211858 -0.016030633706219172 -0.055623450021138082 0.035545508114307518 -0.00045109849733958432 0.014676524896638453 0.038244282865256246 0.062195525215016326 0.024672192199734558
leaf_weight=1.5217804569401767 10.227589783593425 1.4055651531089086 9.1432257550623017 2.531819119481951 40.372056180902291 0.25284596704295736 0.97217507101595402 56.322438492941728 11.317181558886658 2.6582285187323569 1.1211541108787049 1.8092474765144206 11.265629278554114 5.2525818609719854 0.90786930024478329 2.9137982744141402 8.5554936285188798 0.54529087326954995 82.28705938141502 1.4243880138674274 9.6040638555132265 6.8382623686047728 25.185803159445641 19.956860345460882 8.7688640747728623 0.61520496034063477 4.4336218268072036 35.716912529649569 11.104531743512778 3.7615000631194571 6.9137375494756261 12.302627505981947 22.116566412601998 2.9696453022479545 5.8795102222356936
leaf_count=131 2657 177 585 402 6758 104 63 7689 1178 743 114 143 1425 284 73 236 682 82 13617 148 608 636 5751 4118 1950 80 850 9160 3172 649 425 1910 1320 399 776
internal_value=0 0.00893222 0.0244384 -0.019972 0.00370813 -0.0235844 0.0191754 0.0080172 0.0261935 -0.0202961 -0.00867962 0.0210502 -0.0313567 0.0523717 -0.00193371 0.0172477 0.0154298 0.00484846 0.00382024 0.0115334 0.0179762 0.00180245 -0.0186991 -0.0242549 -0.00842927 0.00738727 -0.0173106 -0.0202212 -0.0523212 0.0033227 0.0244206 0.00809216 0.0298415 0.0458123 -0.0026064
internal_weight=0 303.761 76.5488 125.214 227.213 110.609 67.4056 168.574 25.0254 99.2521 58.6383 65.8838 12.3868 7.13263 1.88004 58.7512 56.9419 143.549 140.034 57.7468 54.0281 15.3938 96.7203 62.7656 33.9547 14.6043 42.8088 40.1505 11.3574 13.9891 38.6344 13.7082 31.7206 3.51494 46.2516
internal_count=69095 39459 5186 29636 34273 26250 4601 25200 3265 22974 9073 4470 1539 420 136 4050 3907 21935 21454 7837 3671 1318 22572 14871 7701 3386 10753 10010 3276 3306 2353 2087 1928 481 7534
shrinkage=0.1


Tree=34
num_leaves=36
num_cat=0
split_feature=0 8 9 9 13 8 4 9 9 7 13 12 13 9 5 9 8 9 9 8 9 8 5 5 9 4 12 4 4 13 4 8 0 4 9
split_gain=4.4617 2.57138 1.30603 1.65979 0.914554 0.97694 0.899595 0.95565 0.838894 0.682719 0.611537 0.575411 0.566484 0.553601 0.552288 0.546014 0.822797 0.753528 1.13287 0.630018 0.469306 0.468487 0.465168 0.512766 0.431393 0.415846 0.407281 0.401915 0.395692 0.37561 0.37552 0.365806 0.781936 0.400208 0.517441
threshold=0.0044536159839481124 0.093433391842900407 -0.42447059611136456 -0.42449237182921723 0.0034360503682768933 -0.45653266128545711 0.014090564101934435 0.85966336925998277 -0.26361086887421165 0.69907882363499496 -0.0036572579528676348 0.011176040481065236 0.0038453411870918463 -0.53362263794378351 0.56528956188236523 -0.53355871336626615 -0.045384171998279092 -0.42628573865613745 -0.42447059611136456 -0.085300843644817201 -0.52338520711075731 0.26086194698796633 -0.00053922424941236352 -0.024633667630827839 -0.20856229214585389 -0.013390873093158005 0.0014642845646815957 -0.011248182039707897 -0.07702933624386786 4.6310753121746805e-05 0.66089826868847024 -0.24748752530405127 0.00054651606478728365 -0.001827939413487911 -0.22102269821532478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 22 9 -6 7 12 30 11 21 28 13 -2 26 16 -15 -17 -19 27 -14 -4 23 -3 -13 -22 -12 -20 29 -1 -8 33 -33 -30 -35
right_child=1 2 10 -5 5 -7 8 -9 -10 -11 14 24 20 15 -16 17 -18 18 19 -21 25 -23 -24 -25 -26 -27 -28 -29 31 -31 -32 32 -34 34 -36
leaf_value=0.0062493225657772053 -0.041079599611734061 -0.048148719965007331 0.0015339814196438598 0.085927184345422028 0.08333681874522951 -0.004973657729023636 -0.013165564827583666 0.036832638060151052 0.015026018395990394 0.055913541270177329 -0.043714160884003289 0.047288034216336906 0.017136931365302317 0.0044520842864048506 0.10342347306617286 -0.039476163060413051 0.066290774753535078 0.053742613176978142 0.022753167689211293 -0.010843758144448823 -0.0033873394740266752 -0.044104208843976506 -0.029382571775616553 0.021170415906380434 0.018273697854223482 -0.029701286870886925 -0.023507173309907314 -0.001294151830039251 -0.017310751270001409 -0.054004560178295219 0.061315853449993997 0.032612575930656987 0.008517824695173341 -0.0023572015234599678 0.041373054528222326
leaf_weight=3.1272640650859094 3.7761453883140339 1.3185896206414316 8.9304033246735326 2.0815515643917015 1.3190365253249208 24.904444899933878 17.049585104614383 5.2187988562509409 51.064607020613039 5.1437064091442144 27.645300988766394 10.685562227154152 3.3638189209741531 10.928139943629501 0.2842526740860184 5.8734292409499167 2.679151977878063 3.443348347907885 10.451376250704927 58.330123292864307 8.3662191312905652 3.0065031289850586 6.4520090260193674 5.5954571419861168 9.8465550334221899 21.285052327817539 15.604729122322167 20.747619828973249 5.9467701052490183 1.5460687836821305 0.70490593079011787 26.610512404935434 27.272506676701596 6.9356686018873015 4.4366883666807526
leaf_count=299 877 238 2368 287 80 2531 2379 773 8655 306 6816 566 566 1418 58 1221 510 583 1730 12819 1704 738 1577 1717 771 4221 3997 3387 451 165 49 1608 2815 469 346
internal_value=0 -0.00626243 -0.0228509 0.00286484 0.016117 -0.000531656 -0.000993592 -0.0052304 0.00851584 0.0204162 -0.0300123 0.0185223 -0.00670126 -0.00341772 -0.0355103 -0.00215304 0.0166276 -0.00473841 -0.00254389 -0.00470871 -0.018261 -0.00996074 -0.0100708 0.00795044 0.0333737 -0.0222767 -0.0364234 0.00676148 0.0145034 -0.0136843 -0.0102084 0.0163535 0.0204172 0.00371078 0.0147032
internal_weight=0 294.201 70.9188 15.4476 127.775 26.2235 223.282 154.463 68.8191 101.551 55.4712 96.4076 149.244 116.229 43.5343 112.453 13.6073 98.8459 92.9725 89.5291 33.0151 11.9369 13.3661 6.91405 20.5321 29.6513 43.25 31.199 75.8755 4.67333 17.7545 71.2021 53.883 17.3191 11.3724
internal_count=69095 58688 17796 3819 10407 2611 40892 29809 11083 7796 13977 7490 29036 22545 10871 21668 1928 19740 18519 17936 6491 3106 3532 1955 1337 5925 10813 5117 6153 464 2428 5689 4423 1266 815
shrinkage=0.1


Tree=35
num_leaves=36
num_cat=0
split_feature=1 1 13 13 6 10 1 5 6 13 12 0 13 10 1 0 5 6 0 6 10 10 0 5 6 6 7 7 10 10 12 1 13 5 10
split_gain=5.56283 1.56718 0.997819 0.645461 0.516837 0.516487 0.489939 0.488934 0.751121 0.572267 0.488399 0.487297 0.469291 0.602499 0.436962 0.470644 0.436332 0.506586 0.412229 0.411895 0.586805 0.527547 0.39524 0.520408 0.393687 0.462955 0.473215 0.381472 0.357323 0.356041 0.353257 0.349751 0.348475 0.346057 0.340748
threshold=0.056863797828555114 0.0016894560540094974 0.0023254912801950142 -0.0024988785308790377 -0.71431950841031733 -0.45142457785776546 0.74298301339149486 0.096933876597764937 -0.47469115858661842 0.0034360503682768933 -0.0061797229786172882 0.033881666138768203 0.0070267973352852037 -0.1226448008023978 0.41882035136222845 0.42667351663112646 -0.06202861531343444 -0.068038893963451405 0.057256259024143226 -0.75446092986919278 -0.4509362535116449 0.68514466182472111 0.080416925251483931 0.19886471315250318 0.29790774956462091 0.71912265094649486 0.39298760604193866 -0.15917605944022861 -0.096486424553759761 -0.048133136459004994 -0.0059184637298865554 0.44561685621738439 0.0051475259821170283 -0.092744423787237046 -0.10643581721213922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 -3 30 9 -9 -5 16 27 19 -14 24 28 -6 -18 -15 20 -7 -22 23 -10 -13 -26 -27 -2 -16 -29 -4 -17 -25 -31 -32
right_child=2 5 6 7 10 12 -8 8 22 -11 -12 14 13 18 15 31 17 -19 -20 -21 21 -23 -24 32 25 26 -28 29 -30 33 34 -33 -34 -35 -36
leaf_value=0.057506486636831194 0.0084839806955538891 -0.070705913004662932 -0.041298882025116564 0.01505261294604337 0.03549303205140366 0.11422696601411818 -0.0653014407351271 0.06452180246789424 0.092606576067639015 -0.0059409590023672652 0.028263188087953535 -0.0090162121515029447 0.017149264598564983 -0.027997024300202129 -0.0098303785734069407 0.083733633560097512 -0.079216819858178092 0.0075722201354394385 0.029475351981461308 0.0028842843929862442 0.0028381805140448714 0.039383334203534244 -0.062093587936243637 -0.0098872711480656635 0.021404697677065515 -0.0020971854235961179 -0.082521462014391825 -0.019237227788595643 -0.066723013371710035 -0.0021761621158168701 -0.03482510545791942 -0.014829631401283894 0.043101231758359143 -0.097794564272011164 -0.01242710205287563
leaf_weight=5.2413420581142409 1.2865260648250112 0.95785121311200683 9.9449797607921919 45.175401890170178 1.4788911182258742 0.62627022108063357 3.2372970047872505 4.2955639539577533 0.83680556221224645 18.221960058886907 29.822964983155543 54.077803254549508 5.3041523126157726 12.754789040511239 1.6514650335302574 0.36900723777944122 1.2371132402331568 1.4737344433087847 1.3833734905056179 119.30055740482931 11.228066145122286 6.0938621658133334 0.66176053485833097 3.6748690655076643 10.830670475435911 8.3778045631042879 0.80162207144894715 1.7206895948183953 3.3298107759619624 0.47167669888585839 10.023010998665994 14.785515638970535 1.874008541984949 1.9160207133681968 21.072190849299663
leaf_count=341 298 223 2416 3143 123 36 889 323 108 1712 2163 12350 1042 2214 675 106 131 131 248 19447 1724 796 54 342 2503 1945 127 510 804 139 2653 3916 181 339 4943
internal_value=0 0.00896071 -0.0153574 0.017893 0.0282761 0.00250185 -0.0278479 0.0124397 0.0315611 0.00901854 0.0237718 -0.00980575 0.00294937 -0.0115911 -0.0081322 -0.0211948 -0.0081987 -0.0320345 -0.0223735 0.00500914 0.0191329 0.0156948 0.0114709 0.0190945 -0.004582 0.00740158 -0.00912049 -0.0390348 -0.0478611 -0.0539151 -0.0248935 -0.0124297 0.0080084 -0.0789057 -0.0196467
internal_weight=0 271.643 143.896 113.994 39.254 157.649 44.2775 74.7404 11.343 63.3974 34.0127 99.6186 156.691 19.4423 94.2237 20.1358 4.18974 2.71085 14.1382 137.249 17.9482 17.3219 7.04744 6.38568 74.0879 20.0101 9.17943 5.39491 4.98128 4.10839 41.0402 15.1545 5.54888 2.3877 31.0952
internal_count=69095 34482 34613 8752 2889 25730 10901 5863 1008 4855 2548 23712 25507 3504 22426 5501 385 262 2462 22003 2556 2520 685 631 16925 4575 2072 1286 1479 988 10012 4022 523 478 7596
shrinkage=0.1


Tree=36
num_leaves=36
num_cat=0
split_feature=2 2 9 8 8 2 14 9 9 8 0 9 11 11 8 2 9 14 9 2 9 9 9 0 0 11 8 12 13 8 2 14 13 8 2
split_gain=4.46138 2.37859 1.00527 1.08501 0.996054 0.665346 0.708693 0.63432 1.69443 0.826244 0.758678 0.640451 0.628603 0.550287 0.591532 0.755913 0.694797 0.57654 0.576444 0.543826 0.543243 0.536086 0.528959 0.517283 0.570606 0.505862 0.683079 0.499376 0.486848 0.44349 0.442876 0.434704 0.428962 0.621736 0.49606
threshold=0.00096111491438932728 0.38654841482639318 -0.5303969906233974 -0.48689349780446706 -0.18733724008819619 3.0827657155896308e-06 -0.47107476412383781 0.85628611699070711 0.85628955194357415 0.16950909544454276 0.0027736395131796603 0.46502029960445929 -0.0014383114807516165 -0.00070538898860961782 0.15680846799282558 0.15931108593940738 -0.15951754535295534 -0.53054553058829168 -0.13966122224027866 0.035428136587142951 -0.045267477221911122 -0.53355871336626615 -0.19648982778513815 0.14841175079345706 0.16985657066106799 0.00080533508651850266 0.050271335551727865 0.0017481292929228966 -0.00033509047980095593 0.22016935388478284 0.0099237719550728815 0.19483089466583228 -0.0027611222882414272 -0.45653266128545711 1.3242615750641564e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 22 -5 -7 10 -9 30 29 13 32 -12 15 17 -17 21 -16 -20 -14 -15 -2 -13 -25 26 -26 28 -3 -6 -10 -8 -4 -34 -35
right_child=1 27 12 5 7 6 31 8 9 -11 11 23 20 14 18 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 -32 -33 33 34 -36
leaf_value=-0.078601071923066743 -0.0027503560451450238 -0.021175638561999083 0.028658443594854671 0.0498738061779746 0.013172947661887636 0.021879252160220387 -0.018781015466075836 -0.033549242637779524 -0.057586146096440638 -0.042902592163668665 -0.013029256674523008 0.03405011301063262 0.026703348161494486 0.01616540851620436 -0.0043784869704362834 -0.00066987507903155811 -0.062441088761005493 0.0088009770273753778 -0.10545076539946444 -0.028098200124897017 0.060767742561561748 -0.036015385503057093 0.020506210065579497 -0.075209738604050058 0.056975285262278713 -0.035547171352437817 -0.030177832658705224 -0.013029485089177057 -0.04727790001684757 0.09656473363289908 0.038135857280591545 0.018299321553628536 0.05784227083520474 0.040299399694118915 -0.0030941330156263082
leaf_weight=1.4997332026250649 15.516378175729185 13.44379148008011 24.118144623927947 3.4567008689045897 18.749203857049 12.208528944291173 12.875903709849814 21.668014231370766 0.51854427909711187 1.8464344138046724 73.134783623288968 7.307504670287015 11.23853397160565 2.9573155713733286 6.587099551979918 4.0380270360328723 3.3163809326215405 58.959278015747259 1.3003697441017701 3.0190168779809028 8.0241811966261576 5.8904806549544428 26.452705150892143 0.9711468469176906 2.6590483557665721 1.8625891718111232 1.358878275437746 16.064609153239871 15.252515506315829 0.66018620098475267 7.1208302966260817 4.190555994398891 2.3713467419875114 3.1221970159094807 16.862294724414824
leaf_count=120 2065 3992 2292 130 1990 774 901 2967 71 313 14835 1244 902 549 1490 970 872 12220 194 844 706 1042 3154 132 403 303 230 4925 4637 47 1048 243 191 197 1992
internal_value=0 -0.00581968 0.018468 0.00457163 -0.0022295 0.00838252 0.00348336 -0.00487922 -0.0181186 0.0171289 -0.0027396 -0.00483872 0.0257043 -0.00665135 -0.00123183 0.00192617 -0.0285249 0.00522892 -0.0229951 -0.0513855 0.0408934 -0.0185743 0.011908 0.0155422 -0.00419715 0.00753033 0.0274998 -0.0271465 -0.0350494 0.0160094 0.0316385 -0.00967618 0.0194087 0.00942987 0.00368528
internal_weight=0 310.655 99.9681 34.2314 265.894 32.7317 29.275 223.925 31.1538 9.48581 192.771 173.362 65.7367 159.203 86.068 75.1615 7.35441 67.8071 10.9065 4.31939 19.2627 8.8478 41.9691 14.1592 6.85166 5.88052 4.01793 44.7609 28.6963 19.4094 7.63937 17.0665 46.474 22.3558 19.9845
internal_count=68985 60537 8448 2168 46983 2048 1918 41764 4399 1432 37365 35328 6280 33016 18181 15653 1842 13811 2528 1038 1608 1591 5219 2312 1068 936 633 13554 8629 2037 1119 1144 4672 2380 2189
shrinkage=0.1


Tree=37
num_leaves=36
num_cat=0
split_feature=2 2 14 8 8 12 0 13 14 2 0 12 8 6 14 8 12 13 13 6 6 6 2 6 6 11 8 12 0 2 2 8 6 6 13
split_gain=3.99411 1.98067 0.735214 0.706281 0.578815 0.557138 0.54687 0.508357 0.501121 0.812582 0.86552 0.575374 0.552787 0.464307 0.445444 0.431566 0.421602 0.419267 0.396694 0.38477 0.856286 0.825739 0.55333 0.378413 0.541693 0.434579 0.423295 0.385724 0.378386 0.409214 0.375959 0.370174 0.443991 0.355631 0.395789
threshold=0.0025658616796135907 0.57639935612678539 -1.2249552679552878 0.25433555278445286 -0.18733724008819619 -0.012475933176868381 0.0010065155802294614 -0.0023755910403736912 0.02079375152557578 9.145186140813168e-06 0.016212333925068382 0.00030369625089653635 -0.15034982867569371 -0.14690005723290853 0.35453193050479154 -0.31007674851625672 -0.003422607242950976 -0.00024146223099094576 0.01317418642327265 1.3092430242121353 1.5892873928764806 0.96883765219455342 0.00012844677257817241 0.12851827514447303 0.45806793611113444 -0.0013294821323693998 -0.25384995734518295 0.0021682472206310259 0.039057364687323577 0.00037328619509935384 0.97932046651840221 -0.23566871513675416 -0.57934079559666407 -0.62587095589703523 0.0036695580811282268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 18 -4 -5 28 19 -10 11 15 13 14 -13 -11 -6 -3 -2 21 -21 23 -23 33 -25 -26 -27 -28 29 31 -19 32 -7 34 -9
right_child=1 17 5 6 16 7 -8 8 9 10 -12 12 -14 -15 -16 -17 -18 30 -20 20 -22 22 -24 24 25 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.09048679418371193 0.0084145016504020963 -0.016005040557992869 -0.022923284169775047 0.083464041704563924 -0.010900735124949769 0.049960051392443278 -0.033047849177783181 0.0034058186107747976 0.064993107455784765 -0.091617132319441907 0.055063471554456178 0.017193368202427593 0.037119212474623256 0.016846714135628445 -0.061103036761897239 -0.010086399392445614 -0.0010109868997789987 -0.027839262271476879 0.06418471856328388 -0.11290699721722677 0.0086146543720736404 0.11330108335846865 0.016480094249199863 -0.031276946462555986 0.033124238802574729 -0.06947774009998775 0.034881902997596331 -0.027609846071278518 0.049314065273070869 0.0056949193659478169 -0.0563990407309529 0.037774388598655388 0.0022342023068528407 0.018309711586813663 -0.056233704059426404
leaf_weight=1.2853040983900417 28.719177696140836 15.211794004848342 3.8606416475959113 0.419425891013815 61.469193477474619 2.5582137567107557 10.193511921854222 5.5631778740644178 3.6327147334814098 0.742379264847841 4.3666455210259292 1.1642007762711784 7.0146548297197944 5.4285704334179172 1.9332268696016397 5.1747450885450297 144.28784816661209 12.943793960861514 1.3346872153779248 0.89107743997010347 1.6601258616719858 1.1496713882879697 1.2130824330088215 6.5655391445179694 3.6378577732975819 1.0287582974997338 1.9077116469125033 2.048127171350643 5.285648756856971 12.252120543860654 7.1583044579529078 15.411542242603902 8.1886201893939852 17.047326878804604 1.3909643574443178
leaf_count=80 3776 4940 656 33 11912 200 2267 466 158 65 527 101 576 378 137 514 27986 4207 196 94 187 55 138 693 371 75 152 162 799 1362 2226 1139 591 1610 156
internal_value=0 -0.00638185 0.0152532 -0.00320779 -0.00207203 0.0144548 -0.0284433 0.0156855 0.0106107 0.02071 0.0144807 0.00622214 0.0163264 -0.000780662 -0.0316745 -0.0203155 -0.00396551 -0.0285308 0.0108912 0.00386534 -0.0338301 0.00617974 0.0635914 0.00271837 -0.00963448 0.0068451 -0.0123339 0.00252693 0.0242286 0.0207766 -0.0380093 0.0278406 0.013595 0.0105352 -0.00852325
internal_weight=0 281.738 122.403 246.424 235.811 121.117 10.6129 117.257 73.5606 29.4571 25.8244 21.4578 15.5407 8.526 3.09743 5.91712 205.757 35.3139 30.0539 44.1034 2.5512 41.5522 2.36275 39.1895 15.188 8.62245 4.9846 3.95584 43.6961 38.4105 20.1021 26.1584 10.7468 24.0015 6.95414
internal_count=68985 57543 11442 46170 43870 11362 2300 10706 6615 2456 2298 1771 1192 616 238 579 39898 11373 3972 4159 281 3878 193 3685 1453 760 389 314 4091 3292 6433 1930 791 2232 622
shrinkage=0.1


Tree=38
num_leaves=36
num_cat=0
split_feature=3 3 1 6 6 6 1 6 3 8 3 8 2 3 11 6 1 2 8 2 6 13 1 13 3 13 11 6 11 1 3 3 2 6 13
split_gain=4.89479 1.27677 1.27215 1.42007 0.79636 0.904369 0.710229 0.67054 0.656856 0.571787 0.571092 0.569296 0.848343 0.670653 0.699913 0.628628 0.715446 0.54875 0.528917 0.495572 0.466635 0.592795 0.42617 0.423151 0.415727 0.414878 0.485805 0.412395 0.411125 0.402002 0.39678 0.586446 0.39229 0.385956 0.381396
threshold=-0.0099003231152892095 -0.34905114470166149 0.0099983094260096567 -0.31228905365085458 -1.4316761955078621 -1.0402777586452083 0.22721962630748752 -0.17051358436249961 0.98143582015836739 0.23682649594756505 -0.99671037925725148 -0.2194001884641458 1.8595091205497741e-05 -0.93118079348278104 0.0027470967677297353 -0.7819446787197194 0.00076565556810237478 0.0038688249187543993 -0.30046923003581166 0.089497331529855742 -0.38365390225189583 0.0062445233546025653 0.00056179787497967492 0.0079387110348557183 -0.19225290021859107 -0.0077245519388429622 -0.0046055731486794897 -0.18851981245272634 0.013818306680996697 0.00013736715482082221 0.064473906531929984 0.032800992950797088 0.033780144527554519 -0.20224220099382192 -0.010068650848164405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 17 7 22 9 34 33 13 29 14 20 16 -14 -6 -9 -8 -12 -22 24 28 -3 27 -27 -17 -24 -13 31 -5 -20 -7 -4
right_child=2 6 8 30 5 10 19 18 -10 -11 11 12 15 -15 -16 25 -18 -19 32 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.045230619409721042 0.031663850337132579 -0.024604406317796122 0.0078624610454763304 -0.021735092103738512 0.072590629118033531 0.012526264953779485 -0.041989096064111747 0.022588743926329827 -0.042919553827241087 -0.032640324813090441 0.030619403722478268 0.062543601112889799 -0.14532678066564678 0.015709139207888311 -0.052527572214970411 -0.010905075611016465 -0.0081813725173547468 -0.00089749556537396444 -0.013605684206501795 0.029103483617568128 -0.017544064545108162 0.058067138645082922 0.0066063677410758553 -0.020678427813940838 0.037987833616771521 -0.0013613483345560596 0.019811679831708721 0.051367602348537711 0.036739784329189729 0.025575768020364872 -0.052267918454349152 0.047363849463664898 0.0060455871817975577 0.053694280410549911 -0.014588160163704881
leaf_weight=2.0958626806386738 11.991797844588293 1.2125212401588203 8.1989105060201819 5.8979841531254333 4.4198608536826205 3.6415719969591009 5.6961088047828516 6.4305100585042956 9.4585846806075988 16.936883558963018 3.5380326046433792 5.5458262612810341 0.4925667203497065 21.566302719722444 3.2201930146256919 1.3286133396613875 1.6700405817100543 1.3194450421433428 35.00676244434726 1.184407284366898 11.231260313201345 1.142352781491353 35.602363373036496 4.8945999402640146 8.4986493994656467 16.825607859660515 30.445133903092959 5.3285361415400905 5.1873916708864263 6.2641898187575862 2.6712017919344362 1.5513031947193665 14.311345213092862 6.0785878137903619 98.167495168141613
leaf_count=241 1392 102 2061 840 339 303 1268 684 3177 4698 402 224 41 2319 284 175 274 136 5218 260 1119 121 5682 878 653 2289 3815 721 806 386 512 216 2649 408 24292
internal_value=0 0.0089025 -0.0138243 0.00838316 0.0158967 0.0169294 0.00142655 0.00335665 -0.0175231 -0.015575 0.0150489 0.0129704 0.0185759 0.00361842 -0.0100108 0.0134469 -0.0394183 0.055696 -0.004386 -0.0297513 -0.00140629 -0.0105635 0.0111486 0.00710469 0.0301727 0.0155669 0.0122753 0.0389394 0.0104386 0.0429354 -0.0192022 -0.00734534 -0.00790319 0.038271 -0.0128576
internal_weight=0 244.179 154.874 22.1123 126.154 124.058 118.025 111.144 132.762 123.303 118.319 108.599 67.9005 40.6981 19.1318 56.0905 2.16261 5.73931 55.7486 6.88052 15.9116 12.3736 55.3955 45.6844 9.71117 53.9279 47.2707 6.65715 40.7898 11.81 10.1205 7.44929 49.3181 9.72016 106.366
internal_count=68985 31797 37188 2960 13597 13356 18200 16672 34228 31051 12881 12170 7925 4245 1926 7315 315 475 8551 1528 1642 1240 8121 7366 755 7000 6104 896 6488 610 1568 1056 7867 711 26353
shrinkage=0.1


Tree=39
num_leaves=36
num_cat=0
split_feature=3 4 1 13 2 10 10 10 3 14 10 4 4 10 8 8 10 10 10 8 1 1 3 10 4 13 8 8 1 10 10 8 14 3 2
split_gain=4.47792 1.65984 0.926129 0.846285 0.732252 0.921076 0.59484 0.984495 0.813415 0.684555 0.600961 0.619163 0.503213 0.54151 0.491069 0.518957 0.478263 0.493361 0.462331 0.491412 0.476635 0.545299 0.473951 0.492121 0.448267 0.448083 0.438205 0.51438 0.424994 0.417486 0.404803 0.401988 0.39392 0.379458 0.592266
threshold=-0.046261522220447653 0.00024091510567814114 0.015115126501768829 -0.00013934907971182008 0.00025928138347808277 -0.054307984383355781 -0.19654991179956058 0.012309825576513949 -0.98436238089925598 0.28481790101195725 0.30593446805459651 -0.12734533008188006 -2.420350210741162e-05 0.68616721963547589 -0.3583487957926636 -0.12723492467641637 1.1457056955688365 0.2318938895211517 -0.095253364975261351 0.0015563710750696772 0.41882035136222845 0.45429639518260961 0.22790579912543765 0.012309825576513949 -0.063692696392536149 -0.0075467102602268816 -0.10601434491698998 0.062397226919195983 0.22721962630748752 -0.19693448352812257 -0.45142457785776546 -0.14167150256927452 -1.4467564503334238 0.88230527774430823 0.10023275762796403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 14 18 5 -1 28 8 -8 10 -9 -12 13 31 -3 -16 17 -17 19 -2 22 -22 25 -24 -7 -20 -13 -28 -6 -30 -4 -5 -10 34 -23
right_child=1 2 30 12 6 24 7 9 32 -11 11 26 -14 -15 15 16 -18 -19 20 -21 21 33 23 -25 -26 -27 27 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.014732314047254759 -0.044815590939002781 0.077734629185863435 -0.069195735584910933 -0.056554346395204513 0.019490265443088156 -0.016753981905063043 0.034460075039520609 0.035551027588506458 0.060675322896792866 0.050730347408120574 0.086022761331578088 0.013518102478038941 -0.044454686489332741 -0.048808727401551136 -0.018448117844775954 0.0081173345762253577 -0.078319209186653665 0.039035811022367063 0.030387689071997667 -0.011206330038158577 -0.097825891311988433 -0.046638193599748738 -0.0061391961706678544 -0.067706283707570716 0.058344124296990076 -0.00013719019106014175 -0.03349964484074517 0.024326207642459838 -0.079826969250186786 0.050205435995856078 -0.0062453678086681948 -0.014438782477847188 -0.0079248418953650479 -0.049251376249959525 0.032780654132003102
leaf_weight=56.675221922516357 6.623985568512583 1.1988701145164693 1.0420591647562094 2.4304422689310732 34.418829455236846 0.88979247699171526 5.0954569132154566 6.9068421762422139 0.84812289010733266 5.2079087254169272 0.80673632683466223 7.6743730852686083 13.13249133316276 6.4198095234460189 4.5430153976485625 12.403993863263173 0.49635516863781859 8.8382802474079636 6.5130373367283054 12.674540629901456 0.94650526359327969 1.5258769846259386 5.0646881955617564 1.7458315842668524 7.4481867432732525 18.379972293871109 6.3713334656931533 2.0279182491940446 0.83542570259305649 0.35050047142431029 51.825323201341234 33.568502952173731 64.18117908948625 2.2394408071486396 2.4414584721671417
leaf_count=4226 1471 82 293 397 4968 85 673 1405 86 561 103 904 3073 1197 502 1871 87 939 1179 3820 154 380 1332 419 638 3430 1039 235 179 71 12947 9269 9574 706 690
internal_value=0 -0.0107478 0.000254295 -0.0185222 0.0105816 0.0192977 0.00637555 0.0023931 -0.00401535 0.017892 0.0107024 0.000535226 -0.0273492 -0.0220535 0.0151455 0.0122904 0.0187143 0.0209816 -0.0100905 -0.0227423 -0.00380685 -0.0271232 0.00145402 -0.0219215 0.05033 0.00784938 -0.0037554 -0.0195382 0.0174623 -0.0413959 -0.00748617 -0.0172822 -0.00703015 -0.0163413 0.00223537
internal_weight=0 194.054 80.3479 113.707 199.738 65.0132 134.725 99.1199 70.1248 28.9951 23.7872 16.8804 55.5512 42.4188 27.4805 26.2816 21.7386 21.2423 58.1553 19.2985 38.8568 7.15328 31.7035 6.81052 8.33798 24.893 16.0736 8.39925 35.6048 1.18593 52.8674 35.9989 65.0293 6.20678 3.96734
internal_count=68985 44238 16721 27517 24747 4949 19798 14580 10333 4247 3686 2281 13936 10863 3481 3399 2897 2810 13581 5291 8290 1930 6360 1751 723 4609 2178 1274 5218 250 13240 9666 9660 1776 1070
shrinkage=0.1


Tree=40
num_leaves=36
num_cat=0
split_feature=3 3 10 10 10 15 14 9 6 6 15 10 10 10 10 10 11 10 14 11 3 15 9 6 15 14 14 13 15 15 15 3 3 6 14
split_gain=4.17315 1.33895 0.765268 1.70609 0.800642 0.688149 0.598889 0.700011 0.631777 0.892343 0.521032 0.515692 1.21215 0.984594 1.52522 0.841999 0.917524 0.55683 0.545325 0.515099 0.499083 0.636966 0.602089 0.599097 0.749968 1.53292 1.15905 0.7265 0.558706 0.51252 0.561171 0.493953 0.858458 0.655677 0.626054
threshold=-0.10745919868350028 0.37231905979570007 0.68616721963547589 0.68514466182472111 0.66424442133195727 1.2991545835695379 -1.2249552679552878 -0.52338520711075731 -0.74446257051851428 -1.4316761955078621 -0.13755584774170579 -0.45142457785776546 -0.4509362535116449 -0.19693448352812257 -0.19654991179956058 -0.168708796296307 -0.019410246140274062 -0.061850414859141965 -0.035086888257036174 0.028132696208193513 -0.88024568142282067 -0.98953522760426293 0.85628611699070711 -0.56707158757271081 -0.08174451765057629 -0.27856882751430773 -0.29720525439844458 -0.0011381591104478639 -0.39400369818753628 -0.036985656617227768 0.005647019339398038 -0.99671037925725148 -0.9374507318916584 -0.17051358436249961 -0.15224138953407876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 6 -1 31 9 -9 -5 -2 18 -14 -15 -16 17 -17 -13 -18 -10 -22 29 -24 26 -26 27 -25 -28 -23 -31 34 33 -33 -8
right_child=1 -3 -4 10 -6 -7 7 8 20 -11 -12 12 13 14 15 16 19 -19 -20 -21 21 22 23 24 25 -27 28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.069779150930575087 -0.052895265204372294 -0.025266604021330727 -0.025630533355093955 0.014638826266951808 -0.049281272418142813 -0.053615725476667701 0.072622757814718317 -0.037544555355995331 0.02266946114285523 0.045232435345380601 0.051861493152132357 -0.0069626835290960316 -0.025783283504778622 0.031169858865730163 -0.03742759169326882 -0.020262506574676604 -0.0053627608266337305 0.044118010917936816 0.054904674173734382 -0.042753084146497977 -0.065496036067641067 0.025399959693327562 -0.097547611064900772 -0.010167590991797908 0.071362207359858598 -0.0094822576738632681 0.037716556370718392 -0.13693633722403273 -0.030586894493785863 -0.025128708668915402 0.013101578916457336 -0.00066641725729759988 0.0080738506164113894 -0.047092291977815712 -0.0033958641128651636
leaf_weight=1.8285341811133538 2.2442962006025473 40.46947702997204 16.687143003684469 11.612481448566543 4.2629960228223345 1.5717187523841847 2.058794611832127 1.4587268756586116 37.682855183233187 12.144700307297169 5.5615717459004363 2.0259033248294145 22.462447711870482 11.797185422154142 8.2464151753083552 1.7459095779777269 85.083858598714869 5.8275645700923624 4.8012115483870721 3.8512150208334779 1.1497032374027174 25.138858248436005 0.68059909576550381 0.69589988724328589 3.2861799646634653 8.1926993462256998 2.0585746635915707 1.2902709366753693 2.8632261627644815 4.9529316639964298 17.080363161327114 5.8925480630714446 23.514866418787278 6.2886221255175752 2.2865742200519881
leaf_count=152 628 13341 2916 1351 754 124 81 198 4602 1358 688 371 5344 1987 1837 297 17658 1022 793 775 118 3675 73 74 397 966 237 140 377 894 2505 416 2401 515 117
internal_value=0 -0.00878064 -0.0051977 -0.00318638 -0.00655462 0.0122316 0.0128763 0.0122207 0.0160783 0.0363561 0.0266929 -0.00532463 -0.00459259 -0.00661293 -0.00291834 -0.00675725 -0.00413654 0.0292764 0.0365459 -0.0069819 0.013453 0.00829926 0.00958011 -0.00541564 -0.00200533 0.0136619 -0.0280394 -0.09252 -0.00201854 0.0156415 0.00450768 0.000787521 -0.00308765 -0.0246341 0.032621
internal_weight=0 226.68 186.21 169.523 152.349 162.117 160.546 158.717 118.676 13.6034 17.1741 148.086 145.842 139.015 116.552 104.755 96.5085 7.57347 6.82711 88.9351 105.072 67.3893 66.2396 19.0675 18.3869 11.4789 6.90797 1.98617 4.9218 47.1722 22.0333 40.0414 35.696 12.1812 4.34537
internal_count=69182 49762 36421 33505 31466 19420 19296 19144 15614 1556 2039 30712 30084 28920 23576 21589 19752 1319 1164 18433 14058 9456 9338 2264 2191 1363 828 214 614 7074 3399 3530 3332 931 198
shrinkage=0.1


Tree=41
num_leaves=36
num_cat=0
split_feature=1 2 2 10 0 2 2 1 13 10 0 2 6 10 2 2 0 6 0 10 11 0 2 11 13 10 10 10 10 10 7 10 2 11 10
split_gain=3.48219 0.961464 0.91004 0.680128 0.615779 0.670579 0.587039 0.587939 0.643791 0.484362 0.456489 0.436646 0.485359 0.512854 0.526726 0.45572 0.644241 0.447218 0.434859 0.402231 0.67701 0.565734 0.55386 0.493242 0.395073 0.394898 0.505614 0.488417 1.40099 0.670214 0.688393 0.735276 0.566839 0.409173 0.403321
threshold=0.030344208702445034 0.12762732803821566 0.0035655190004035835 -0.054307984383355781 0.026715067215263847 0.97932046651840221 0.11311817914247514 1.7083183593058496e-05 -0.011547337453866323 -0.094700942253017131 0.13970619440078738 0.00096111491438932728 0.36547507769490567 -0.168708796296307 0.021468739956617359 0.036846786737442024 0.037535483017563827 0.51084747620027815 0.022075832821428779 -0.048133136459004994 0.0048805485024421254 0.010590753052383663 2.4545450287405405e-05 0.0092186504674460767 0.00087576192055201479 -0.45142457785776546 -0.4509362535116449 -0.19752778242747646 -0.19654991179956058 -0.095867513828793674 -0.092202471338110312 0.011229365765181449 0.043992036953568465 0.012481175056210119 -0.19655848664908693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 24 -4 25 7 -1 -9 -8 18 19 15 14 -14 16 -13 -15 -3 23 21 22 -21 -10 -2 -6 -27 -28 34 -30 -31 -32 33 -33 -29
right_child=2 10 4 -5 5 -7 9 8 11 -11 -12 12 13 17 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 29 30 31 32 -34 -35 -36
leaf_value=0.029054701927179113 0.018119867454990137 -0.036176155912536444 -0.038894470523918201 0.061677683214345559 -0.051541956587817975 -0.037903380852408158 0.1417759283599915 0.029195144010343312 0.012339147548333537 0.029868447770989227 -0.094856592791905003 -0.002927931444786635 0.038321962624372215 -0.050414030632212593 -0.027723714191136881 0.015764857716835241 0.032661991173391788 -0.010853213587916608 0.012538751241177577 0.081961167089352346 0.064111245937978581 0.077304159321924887 -0.0069090912038189791 -0.01793509386034306 -0.020205737808456144 0.042220203715231198 -0.024935550192551358 -0.012721370326561074 -0.025675775667828957 -0.018719459928668618 0.011816273760808411 0.022599083961074837 -0.017342727906640511 -0.036640753052828524 0.059696784271096696
leaf_weight=14.127717587165533 7.1171628933734592 4.6161104436105216 8.5663346031651582 2.45148616132792 2.2108183227537657 8.9169968102796684 0.5868244087032507 13.21765591867006 48.932789446051174 1.1345114089781407 0.83141276401875064 52.152963289605395 3.5384410132392103 3.6996102629345868 1.8330803678254595 29.815547102138225 5.6358470536360974 12.554009094325009 3.0386402657313738 0.78689137229230066 3.7989944001892573 1.1849063369336361 6.4451885156013304 6.0466307135939124 4.3236268936598208 1.9049951882334415 18.123206970420142 0.95886110275750969 20.993621198198525 28.559760099680709 28.636431184902911 6.9528013787494256 25.544114261399955 1.4008657530066555 3.8850423478288567
leaf_count=814 1192 1129 1978 426 677 3219 79 1631 4155 165 113 7308 595 518 353 4341 747 1932 900 56 351 180 690 485 724 518 5394 238 5890 6508 7045 1463 6149 270 949
internal_value=0 0.00850364 -0.0106514 0.0138784 -0.0128267 -0.0113188 0.00986584 0.00937459 0.00790849 0.0680191 -0.0244819 0.00631371 0.00241173 -0.0110049 0.0157833 0.00572364 0.000542972 -0.019858 -0.0168382 0.0126566 0.0290702 0.0132544 0.0027605 0.00900959 0.00363611 -0.00961545 -0.00893867 -0.00966029 -0.00729277 -0.00956824 -0.00585608 1.87009e-05 -0.00994774 0.0126649 0.0453615
internal_weight=0 213.978 170.546 13.8923 156.654 148.088 205.492 203.77 189.643 1.72134 8.48616 176.425 109.229 21.6251 5.37152 87.6044 57.7888 16.2536 7.65475 67.1954 12.216 8.41699 7.23208 54.9794 11.4408 139.171 136.96 135.055 116.931 112.088 91.094 62.5342 33.8978 8.35367 4.8439
internal_count=69182 26542 42640 2342 40298 38320 24400 24156 23342 244 2142 21711 15794 3398 948 12396 8055 2450 2029 5917 1277 926 746 4640 1916 35101 34424 33906 28512 27325 21435 14927 7882 1733 1187
shrinkage=0.1


Tree=42
num_leaves=36
num_cat=0
split_feature=3 4 6 13 15 4 15 6 2 4 5 0 6 5 4 15 15 5 3 4 13 6 3 3 4 3 6 5 2 6 4 15 4 6 4
split_gain=3.42748 1.98712 0.789839 0.628028 0.612395 0.532376 0.459314 0.600056 0.491784 0.446345 0.683727 0.508913 0.428452 0.414732 0.701477 0.515267 0.522836 0.448018 0.519211 0.409176 0.533333 0.509383 0.753249 0.500547 0.657578 0.492522 0.453334 0.486559 0.447991 0.442913 0.42736 0.450319 0.409562 0.512872 0.759081
threshold=-0.19225290021859107 0.00033095508115366107 -0.048749279780336899 -0.00018928969199465928 1.2991545835695379 -4.216545858071185e-05 -0.98953522760426293 -0.28560727621278509 2.4545450287405405e-05 0.13018346577882769 0.28920778697238997 0.0039252811111509809 -0.68953251729049259 -0.0020784724825895838 0.031017834786325697 0.40725981923223215 0.17386657568280703 -0.00053922424941236352 -0.82046767767315021 -6.4023246522992836e-05 0.0024458526862277366 -0.82803680292599779 -0.6842554741524508 -0.80317197781914718 -0.0015749364101793615 -0.97867697905894591 -0.63346616979667292 0.098623884278184457 0.0004579782253131271 -0.99508453932142449 0.014090564101934435 -0.36403074339600866 -0.00038981786929070944 -0.11471745163287615 -0.0026178820990025993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 -2 6 12 7 -1 -8 -3 11 -11 -5 -10 19 16 17 -16 -19 21 28 22 29 24 -23 -22 -25 32 -21 -15 31 -27 33 -28 -35
right_child=1 2 -4 5 -6 -7 8 -9 13 10 -12 -13 -14 14 15 -17 -18 18 -20 20 25 23 -24 26 -26 30 27 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.069896163646544995 -0.008449071993305959 0.0045522622769518985 -0.0087727546602982577 -0.036431910476247192 -0.051681472987845915 -0.038150879647800479 0.027712235221655147 0.0052682699384567723 0.020170404824183825 0.048646697024742142 0.067669615111256007 0.0046399411970723115 -0.01287855780274625 0.060369209785078204 -0.015623364230687076 -0.021116476101383001 0.087426260421838486 0.055251491452648877 0.012111995363121054 0.020378481834168551 -0.094302052371921005 -0.010145569648534377 -0.10585132252024443 0.095241479586747863 0.042020577656785664 -0.11333531986171697 -0.0092889830782182433 -0.018134077502558629 -0.01321898057573687 -0.052926856055036831 0.040750389111164499 -0.020894534550364038 -0.021608311191254243 0.035138705984907884 0.11834607557718058
leaf_weight=1.4717548433472982 67.806004317855695 51.097039009146101 36.980163369127695 9.4449655553544272 1.4685129849240173 15.781084085247128 22.924293926509563 3.8158334245672441 37.004907531845674 3.3768744861008626 2.8625984256213988 11.847862258262465 42.366275939588377 0.78121739000198442 2.2460981572512546 2.1373900847684117 1.4975060719589226 5.4892291962787558 5.6735498439811645 6.9334134361561253 1.0797571441944454 12.211777299191452 0.92829750926466559 0.89812980112037699 3.0125017613172558 0.6067160244565456 1.7696205721003906 2.4670193616839251 9.2818040974379965 0.61803542722918803 0.94552576472051431 4.0097411433234802 1.2776683149859263 5.8151856316835593 1.3511299026431549
leaf_count=159 15464 10581 8020 2130 124 3816 1419 320 5745 244 312 1592 10610 112 222 224 118 683 737 708 130 1443 87 113 287 64 232 413 1311 73 124 573 162 692 138
internal_value=0 -0.0072177 0.003025 -0.0152489 0.0125501 -0.0220702 0.0132424 -0.0156531 0.0144091 0.00933108 0.0228313 0.0144007 -0.0171722 0.0115863 0.00711429 0.0248009 0.0313849 0.0251262 0.0333256 0.00153064 -0.00862934 0.00899038 -0.0360081 0.0126267 0.000176798 -0.032497 0.0265853 0.0217226 0.00114685 0.0103275 -0.0204987 -0.0330435 0.0313496 0.0389216 0.0508265
internal_weight=0 241.563 106.165 135.398 137.717 67.5923 136.248 5.28759 130.961 69.1844 18.0873 15.2247 51.8112 108.036 71.0313 17.0438 14.9064 13.4089 11.1628 53.9875 22.857 31.1306 2.32755 28.803 15.2243 6.64174 13.5788 12.6806 16.2152 1.39925 5.56198 4.61646 10.2136 8.93594 7.16632
internal_count=69182 52769 20749 32020 16413 16556 16289 479 15810 12729 2148 1836 12740 14391 8646 1984 1760 1642 1420 6662 2910 3752 272 3480 1730 891 1750 1637 2019 185 761 637 1224 1062 830
shrinkage=0.1


Tree=43
num_leaves=36
num_cat=0
split_feature=3 1 3 1 8 9 6 9 11 9 6 9 9 9 8 10 11 10 6 6 3 7 10 8 3 1 11 6 6 7 11 7 10 7 3
split_gain=3.02005 1.0937 0.992305 0.762318 0.558448 1.07367 0.724183 0.656655 0.610093 0.55267 0.55695 0.484928 0.785199 0.773309 0.596439 0.658995 0.566261 0.476257 0.530572 0.528639 0.479289 0.695112 0.472818 0.442105 0.440649 0.437769 0.430246 0.385902 0.436415 0.433534 0.446727 0.366132 0.362068 0.362176 0.359405
threshold=0.025785869278479371 0.00076565556810237478 -0.19225290021859107 0.30165727436542517 0.030609602754863498 0.11044824493422904 0.50046970979227734 -0.42447059611136456 -0.0071368883558348443 -0.51558824772356027 -0.7819446787197194 0.85628955194357415 0.85628611699070711 0.81804581183528968 0.065841324677502033 0.68616721963547589 0.014169404167251352 0.011755564563059847 -1.2020230298357255 -0.37764429255612408 -0.99671037925725148 -0.063720115179325715 0.44827247951689936 0.37388123524266753 0.80654217768460523 0.0044758243020623931 0.0054433118116559275 -0.30565573618158298 -0.3475823963553355 -0.063720115179325715 0.0062024273280929755 0.62146477571111824 -0.091542865630147033 0.097500377700955224 0.98745463783689058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 17 11 5 25 24 32 -8 10 -1 12 13 14 16 -16 31 18 -3 -19 21 -20 -21 34 26 -2 -7 28 -11 30 -29 -4 33 -6 -9
right_child=4 2 3 -5 7 6 8 23 -10 27 -12 -13 -14 -15 15 -17 -18 19 20 22 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.055724923111769353 0.024113572314592015 -0.044444865601656849 -0.009942385978286606 -0.034617665618353513 -0.024140338789249084 0.051081461342062429 0.028231978321679986 -0.019176068347520572 -0.0521572048448029 0.02844873851331034 0.0057525152795175234 0.038231936710724376 -0.03171286781057054 0.058696628115600613 0.022121709435571346 -0.041892294420152215 0.018492046922518802 0.053135649014600328 0.059237628563618597 0.035260825611945809 0.0063931075838607153 -0.029674888533905708 -0.03092386225914362 -0.051434967502726629 -0.0841731690002855 -0.023499106037275782 0.0030869516647455538 -0.0083118602860839108 0.088520974379353135 0.022584949679959231 0.036534905161262933 0.045437858106249514 0.022439849857276095 0.015823444588409147 -0.049972172134692898
leaf_weight=1.649753262521698 2.1600194438360658 1.9404530353785947 65.466823238297366 7.8015378569834857 7.1429145074216631 6.433979528039341 1.632104267147952 44.098111039154901 2.2394076605269211 15.943501477449901 13.802424766821785 2.8819222494785199 8.9194944580085558 2.1443978079478248 14.738599051808707 1.8051350269233797 8.4872782312158943 5.0286699847565615 3.7934306072274921 2.4059018170410109 69.959282267314848 1.1445900860126119 1.9576973820803685 5.6300693861849131 0.30959899735171426 18.219242257910082 2.6318571477750083 11.000995203627097 1.3086124478140835 26.669977177793044 2.7830793383764094 1.2159643756458525 4.5103562223957843 3.3225212032848503 4.1458645739730846
leaf_count=114 264 269 12921 2135 1925 1370 291 12972 397 1308 782 399 1434 295 3067 353 1583 634 289 650 10385 140 278 1738 99 4823 478 1101 110 2246 242 169 1284 1087 1550
internal_value=0 0.00552524 0.00169311 -0.00445227 -0.0146091 -0.00404602 0.0181172 -0.0197682 -0.0182677 0.0159853 -0.00081113 -0.00222497 -0.00335939 -0.000664915 -0.00205287 0.015137 -0.00583608 0.00977917 0.00718087 0.0310358 0.0085184 0.0386285 0.00556754 -0.0249172 0.0331421 -0.0184526 0.0371484 0.020483 0.0330054 0.0151426 0.000742945 -0.00893252 -0.00124514 -0.0114528 -0.0218225
internal_weight=0 272.85 199.691 113.461 102.476 33.6262 13.2469 68.8498 3.87151 73.1583 15.4522 105.66 102.778 93.8582 91.7138 16.5437 75.1701 86.23 76.8378 9.39227 74.8973 4.93802 4.3636 53.874 9.37544 20.3793 9.06584 57.7062 17.2521 40.4541 13.7841 66.6828 14.9758 10.4654 48.244
internal_count=69182 40904 35001 22356 28278 7722 2635 20556 688 5903 896 20221 19822 18388 18093 3420 14673 12645 11083 1562 10814 429 928 16260 1947 5087 1848 5007 1418 3589 1343 13090 4296 3012 14522
shrinkage=0.1


Tree=44
num_leaves=36
num_cat=0
split_feature=3 1 3 3 9 10 10 10 9 13 9 10 12 9 15 15 3 3 13 15 3 3 10 10 3 1 9 9 7 15 15 15 7 1 3
split_gain=2.98867 0.707626 0.59138 0.47948 0.57286 0.530543 0.928489 0.555709 0.557079 0.533989 0.529826 0.554398 0.586447 0.469722 0.484325 0.853764 0.615679 0.528847 0.467063 0.500078 0.420323 0.570635 0.393521 0.393412 0.507692 0.386335 0.404252 0.670169 0.708785 0.435683 0.541978 0.401951 0.582648 0.44771 0.382918
threshold=-0.019166933256201443 0.0033325491240248088 -0.34905114470166149 0.79100845867651526 -0.51558824772356027 -0.094700942253017131 -0.093510271562057171 -0.093511454463786628 -0.25789794318399223 -0.0035731029300241205 0.81804581183528968 0.68514466182472111 -0.00030302395379132866 -0.34967291312038179 0.063814728616968533 0.14778165154600967 -0.99671037925725148 -0.9374507318916584 0.0010371298646892001 -0.42363106773388676 0.99673352609897858 0.93879861064488079 0.0024536724966298762 0.80021155463620353 1.0000000180025095e-35 0.22721962630748752 0.85628611699070711 0.85734267067422587 -0.005373253953923623 0.66424042257012528 -0.12781747125341639 -0.66700859699686788 -1.0000000180025095e-35 0.0011285862419754269 -0.97867697905894591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 13 5 20 -3 7 8 -7 10 11 -8 -13 14 16 34 -1 -18 19 -19 21 -5 -12 24 -2 26 31 28 29 30 -28 32 -4 -34 -16
right_child=1 3 25 4 -6 6 9 -9 -10 -11 22 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.059582500183254831 -0.012722447332429228 -0.019244679535933305 0.016783350546558155 -0.021526272506838282 -0.035198045879069668 -0.032929880635037982 -0.021425843729908467 0.070934042656211144 0.068311305309553511 -0.01368336847314729 0.073046592039238731 -0.011654955617381928 0.06955950078430366 0.016758462440746365 -0.12605535056863779 -0.0018078411838136123 -0.017288805823443734 -0.029886557984489765 0.045942180402738023 0.03557551019600385 -0.064566207752794383 0.048818363260882666 0.015266986823586981 -0.060440935034330158 0.025238814576880455 -0.024832035246813308 -0.067362446714659005 0.05457377676173171 0.0054825097302957718 -0.11790648766023337 -0.0082323452779341343 0.0081763491589244217 -0.10521296922615586 -0.016663393933162549 -0.029583082522412176
leaf_weight=2.5918548086774562 5.3000337023404436 41.266935109633778 1.9467800378915852 2.2973380195908275 16.967077190394775 1.5330852477927694 8.5071643202463765 2.4367877038894212 0.84200945612974454 48.940917447500397 1.4369133679429058 1.9451420765835794 1.6377254939870898 82.199682091548311 0.81884262431412935 15.407454774598589 5.6391921270696921 2.5446168418275192 4.2282882379076909 2.155465774936598 0.80405162842362177 2.3154463798564393 6.5605552968045231 0.77547823509667146 10.507863461287341 5.0406808408733914 2.6073211000766592 1.3959055109007739 6.5719583488535127 0.65352395037189115 3.8229707991704349 74.276979640115314 1.0613563465885811 1.2358299724292008 0.82693771895719936
leaf_count=112 616 11952 261 629 6525 389 2347 661 239 11473 237 393 347 10749 71 1330 481 231 367 183 215 969 1067 86 1257 1226 378 204 857 81 619 12181 79 189 88
internal_value=0 -0.0104138 0.00783363 -0.0127674 -0.0261589 -0.0101632 -0.00508792 0.0373836 0.00296176 -0.00804856 0.00568001 -0.00752888 0.0254681 0.0126604 0.00281434 -0.00912068 0.0146755 0.00668566 0.021828 0.000134456 0.00215414 0.0137841 0.0256483 0.00909983 0.0125113 0.00213566 0.00358839 -0.0114241 -0.0181704 -0.0401143 -0.0322081 0.00646613 -0.0234658 -0.0575755 -0.077582
internal_weight=0 154.075 215.026 137.491 22.3839 115.107 73.8403 4.81188 2.37509 69.0284 20.0875 12.09 3.58287 116.412 34.2127 17.0532 17.1594 14.5676 8.92837 4.70008 5.41684 4.61278 7.99747 16.5834 15.8079 98.6133 93.5726 15.0517 13.6558 7.08382 6.43029 78.5209 4.24397 2.29719 1.64578
internal_count=69089 39402 29687 37443 8338 29105 17153 1289 628 15864 4391 3087 740 13612 2863 1489 1374 1262 781 414 1813 1598 1304 1959 1873 16075 14849 2139 1935 1078 997 12710 529 268 159
shrinkage=0.1


Tree=45
num_leaves=36
num_cat=0
split_feature=3 4 3 12 12 6 6 4 10 10 10 6 4 10 15 6 6 6 0 4 3 6 15 11 4 10 0 4 15 4 3 10 3 4 4
split_gain=2.48411 0.790719 0.542686 0.52956 0.41978 0.480872 0.649 0.399881 0.387557 1.16884 0.38155 0.370853 0.399154 0.320166 0.513071 0.341973 0.962325 0.750863 0.463998 0.460269 0.785539 0.602413 1.07517 0.504566 0.487943 0.412325 0.467125 0.545251 0.456701 0.454651 0.712942 0.406262 0.466433 0.370097 0.544259
threshold=-0.019166933256201443 0.0042504030279815206 -0.39124189806170756 -0.011453456369681069 0.012838157477035051 1.2697093801550672 1.1171693559228852 -0.0084013463929295523 0.68616721963547589 0.68514466182472111 -0.45142457785776546 0.12851827514447303 0.32918251678347593 0.011755564563059847 -1.0000000180025095e-35 -0.15320279997080596 -0.11471745163287615 -0.16388414018367281 2.7564859010453805e-05 -0.00034941034391522402 -0.85029222560115147 0.67984617690388982 -0.02616345755824943 -0.019410246140274062 -0.036904472857713692 -0.093511454463786628 0.00015876750694587829 -1.0000000180025095e-35 -0.06968953741725982 0.001551015302538872 -0.99079972012987116 -0.082782991870295183 -0.99671037925725148 0.0084395431913435476 0.32918251678347593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 6 13 -2 9 -5 -4 -3 -13 15 -15 17 -17 18 -1 20 21 23 -23 -18 -22 -21 -27 -28 -29 -30 -31 32 -25 -20 -35
right_child=1 11 10 8 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 19 -19 33 25 24 22 -24 31 -26 26 27 28 29 30 -32 -33 -34 34 -36
leaf_value=-0.04880286404478331 0.0067747818390308029 0.0066542200037201229 -0.079659281585377398 -0.011383997955522439 0.027214085201125417 -0.016011500259951458 0.068633303202037782 -0.039703119514893165 -0.033871567066025489 0.062922003198512197 0.0023277646170243686 -0.011140378242120901 -0.097630725941918198 0.013499579293796369 0.076165262080154505 0.095010546071148311 -0.052599817724428011 -0.096653840140364128 -0.0013647155850835852 0.01990694667234795 0.001476922901818429 0.013603248814012221 -0.13498691212313543 0.067119315058515455 0.057798554416271554 0.020117835976477691 -0.08561990387033605 0.014778495041795962 0.034287912728167343 -0.12361663629230031 -0.023237863963574697 0.05747994862357006 -0.0027310492423109453 0.030400469269202337 -0.05082165564401752
leaf_weight=1.638762277085333 2.202077853427908 34.070573227472778 0.5708389958308534 87.338441490526748 15.543198913255763 6.8598410122649502 1.9423370846197929 11.615294879084102 7.089809659169986 2.1695281562861046 100.80452843946114 7.1944252407120066 0.57633135945070524 4.4439963826735038 1.8505964256619325 1.4201917442842305 0.96534965763566916 0.77308473584707016 21.714183949588918 8.9572838409803754 1.9837898409459738 1.2696463987231257 0.7899378041329318 1.1707680418039652 6.848541912433566 4.7140667964704646 1.056012404151258 4.3695945539948253 1.0370039648842109 0.82612739141040492 4.930557562183826 2.5235790739534467 5.2110861219989593 8.4217100474852451 0.91460097189701706
leaf_count=93 685 7057 121 24610 1412 1027 253 2888 1510 356 16499 2210 86 774 319 154 106 72 2591 1281 282 173 81 69 711 262 140 515 93 95 604 310 527 1008 115
internal_value=0 -0.00954863 0.00716892 -0.0139848 0.0119612 0.00950776 0.0114578 -0.0322959 -0.0113656 -0.00958294 0.0018661 0.00215808 -0.0175551 0.0101934 0.0319232 0.00851582 0.013919 0.000753407 0.00305704 0.0114504 0.022542 0.00580598 -0.0433874 0.0160704 0.0451484 0.00255565 -0.00662272 -0.0169389 -0.0104419 -0.0266633 -0.037643 0.0235143 0.0100832 0.00579407 0.0224438
internal_weight=0 152.256 213.551 110.415 112.176 96.6326 89.7728 13.8174 96.5978 89.508 101.375 41.8413 7.77076 87.8305 6.29459 81.5359 48.0735 33.4623 32.6893 46.6533 20.7627 11.9304 2.05958 9.87078 8.83233 25.8906 16.9334 12.2193 11.1633 6.79369 5.75668 8.90543 6.38185 31.0505 9.33631
internal_count=69089 39402 29687 30049 13067 11655 10628 3573 26476 24966 16620 9353 2296 10375 1093 9282 5403 3879 3807 5249 2259 1266 254 1012 993 2990 1709 1447 1307 792 699 906 596 3714 1123
shrinkage=0.1


Tree=46
num_leaves=36
num_cat=0
split_feature=1 6 6 10 12 10 10 10 12 4 1 11 11 4 10 8 5 4 5 6 5 6 4 5 6 6 6 5 4 1 6 10 12 8 12
split_gain=2.28496 0.528784 0.589793 0.466278 0.423557 0.748859 0.41452 0.452548 0.408496 0.433365 0.399989 0.393566 0.384141 0.338243 0.594509 0.322336 0.312568 0.322613 0.331816 0.453376 0.29522 0.29341 0.270132 0.267124 0.419215 0.418261 0.39624 0.393765 0.392865 0.374422 0.450372 0.470305 0.455346 0.331526 0.531608
threshold=0.030344208702445034 -0.9296461138336195 -1.4316761955078621 -0.45142457785776546 -0.0045508985103931646 -0.19552237830691743 -0.4509362535116449 -0.3204094522166207 -0.0057965934280646732 0.0034384198952466254 0.016620651818811897 -0.0014383114807516165 -0.0057134112071535225 0.035655122250318534 0.68918298616964624 -0.27454452892775444 0.11361441612710492 -0.0045440979301929465 0.097746814113391589 0.90531047147024035 -0.00081780026348783608 -0.86432379282945571 -0.018900916911661621 -0.26860450886790022 0.17502771491862687 0.28807434317312025 -0.35531727864056312 -0.22658670952924562 0.017317757476121191 0.00062764104222878825 -0.85018206302268928 -0.25347374646873494 -0.00030302395379132866 -0.27454452892775444 0.0064587865684530782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 21 5 15 -5 -8 9 16 20 -12 13 -7 -15 -3 17 -9 -19 -20 -4 -2 -14 26 29 28 -6 -27 -26 30 -25 -32 -33 34 -31
right_child=3 4 10 6 23 12 7 8 -10 -11 11 -13 22 14 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 27 -28 -29 -30 33 31 32 -34 -35 -36
leaf_value=-0.030054105195120535 -0.14039155991986391 0.073804445688796516 0.028164186826862361 0.033588251807358249 -0.019094471555109658 -0.0091293321723297273 -0.041857384847759402 0.0016521014612399497 -0.0047483141670132054 0.0049193956008133921 -0.063544144163142177 0.035628043076296974 0.0091977582914644414 0.046876028263712517 -0.062208029706804273 0.015406029631780133 -0.049920250067436361 -0.029622055375868733 0.029468861490877907 -0.066272695048922525 0.064356018017258917 -0.038324352624925784 -0.029998790389093057 -0.050902121304669028 -0.0070521880783686822 -0.088024614054054928 0.032504662810149458 0.0044915253621154814 -0.058075684670843869 0.041628299832456153 -0.028249744535598434 0.048890592967690855 0.018423200066122688 0.0035629808173855168 -0.014691582552809314
leaf_weight=1.5613619966024987 0.32404628160293247 1.1159400496544547 5.2333289223315633 2.3664757109945631 1.7956446637836041 10.010174403010753 3.9824106619198565 6.1591699106647928 114.56249495990414 7.3747645128896684 0.74519532255362719 0.86427029862534144 2.0851010386395492 2.7937889644090315 0.60841995151713479 6.1761591323665916 3.5682204887380058 17.420403880401867 2.1542737794807176 0.64200205949600775 3.9587993297318471 2.1524557416123562 11.216575966980598 0.87747003207914431 4.975788434065179 0.4648705275321835 8.6933026351180143 44.335377661824168 2.165923206746811 5.7702488643699308 1.778349576008625 6.1716534935112604 23.90774094907465 52.182222148621804 2.3620350314595271
leaf_count=217 42 98 532 629 277 1552 1293 1713 30197 1883 116 156 339 465 81 1054 1062 4319 478 114 379 786 1805 72 711 92 1341 5258 275 660 152 486 1841 8341 273
internal_value=0 0.00735672 0.0273947 -0.008624 0.00604935 -0.00406006 -0.00795012 -0.0085808 -0.00770827 -0.0167948 0.0356989 -0.0102895 -0.0118132 0.000128755 0.0273684 0.024343 -0.0221427 -0.0183848 -0.0244893 0.00748738 0.043751 -0.0516797 -0.0238545 0.00826045 0.00714561 -5.12932e-05 0.0236712 0.00353153 -0.0225265 0.011163 0.0197735 0.0217201 0.0246745 0.00648978 0.0252701
internal_weight=0 201.85 12.363 160.707 189.487 34.0062 158.23 155.864 151.881 37.3188 10.8016 1.60947 26.7141 13.4124 3.40221 7.2921 29.9441 26.3758 20.2167 2.79628 9.19213 2.4765 13.3017 155.481 144.992 51.942 10.4889 44.8002 7.14171 93.0497 32.7352 31.8577 30.0794 60.3145 8.13228
internal_count=69089 26573 1400 42516 25173 5394 41688 41059 39766 9569 1183 272 4242 2098 546 1152 7686 6624 4911 592 911 828 2144 19779 18161 6336 1618 5350 986 11825 2551 2479 2327 9274 933
shrinkage=0.1


Tree=47
num_leaves=36
num_cat=0
split_feature=3 1 3 15 3 15 15 14 14 3 14 14 14 1 13 0 15 14 0 3 10 8 14 14 0 0 0 1 10 0 13 15 1 8 10
split_gain=2.21174 0.80013 0.442467 0.424553 0.48855 0.379858 0.50944 0.395705 0.49286 0.881486 0.738786 1.03498 0.593931 0.376013 0.371898 0.381854 0.364252 0.358403 0.355831 0.373607 0.35781 0.423188 0.390511 0.35578 0.34989 0.403027 0.349001 0.341693 0.444354 0.360479 0.333603 0.327951 0.315167 0.30752 0.304902
threshold=-0.046261522220447653 0.056863797828555114 -0.98734007254097367 0.20996021910393003 0.098753542639315142 0.72480978203746582 0.62670282279112144 0.58774137401234139 -0.33953597579262401 -0.99374126860402601 -0.060413269919674419 -0.033747955527613491 -0.038100297266514996 0.00094194820849224936 0.0068644439088058817 0.072965752333402648 -0.98953522760426293 -0.040360383073955362 0.050317004323005683 0.072581080952659263 1.1457056955688365 0.045634501724764832 0.0036598105455733104 0.73762876770656427 0.1344363018870354 0.022075832821428779 0.030799079686403278 0.11912402883172037 0.24123710349374491 0.027318236418068412 0.002004972645644624 -0.061453145608016652 0.062357481569051749 -0.24748752530405127 -0.19693448352812257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 18 6 7 8 9 -1 -10 12 17 -7 15 27 23 31 20 33 21 -2 -23 30 25 -6 -27 28 -3 -30 -4 -12 -31 -20 -17
right_child=1 14 16 -5 24 13 -8 -9 10 -11 11 -13 -14 -15 -16 34 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 32 -32 -33 -34 -35 -36
leaf_value=0.026671773503691681 -0.0021384901933942367 -0.025176293394882317 -0.02890088649449666 -0.017712972952002495 -0.043478533478159401 0.023572777510506709 0.10012505600279459 -0.030697583328480688 0.062034897116808513 -0.074756882234630936 0.0062402139644548507 0.038064684925945537 -0.08501452917766085 -0.041652942528431436 -0.029709052964175493 -0.023327484293525203 0.0067898410931902077 0.063030367099010443 0.076313071534990909 0.096900302914310538 -0.055512104393589605 0.033638036753581131 -0.0014384947030350542 -0.086820616590419175 -0.08943583355977347 0.058420448596396481 -0.008925516303935328 -0.043575428662115889 -0.061621728652632705 -0.039268387151190708 0.03615447711287479 -0.076507476171721739 0.058870191130871163 0.01288818912603148 -0.0051862661772113031
leaf_weight=2.5032096766590262 32.255063738426543 8.324010104195624 2.6954992464161474 11.535470558708765 2.8492098022616101 1.6734743241686367 0.85198102658614416 1.3722019735432684 5.5207137666511832 1.3027484690974329 1.5690966826514343 8.4758802366377282 1.1264331086713468 1.8730421924556138 12.513854028875356 10.981142789711155 149.59885972471602 0.69660212786402587 0.83511165931122278 0.64340403283131387 1.0326890380238172 7.6978153114614525 5.4008060156920692 0.71349271433427919 0.65299277594749572 0.9418935771100222 4.2040163309684431 6.1424362479810943 0.42091632851224803 0.40611468884162638 1.1140272354823535 0.68938987626461301 1.6848038913740309 9.0357361359274329 59.26862086635083
leaf_count=146 5319 2356 292 2380 780 87 59 114 593 133 139 979 110 177 4187 3654 21589 81 77 116 210 1388 981 60 123 358 1447 1925 81 94 132 97 429 1864 16532
internal_value=0 -0.00767396 0.00803442 -2.21617e-05 0.00309112 0.0196815 0.0241767 0.0213943 0.0246607 -0.00804643 0.0315465 0.0181426 -0.0232286 -0.0108753 -0.0135875 -0.0112747 0.00594452 0.000323207 0.00645681 0.0230668 0.00269188 0.00401716 0.0191753 -0.0220143 -0.0190536 -0.0133052 0.00340131 -0.0247332 -0.0140523 0.0228119 -0.00987662 -0.019018 0.0398089 0.0182542 -0.00802202
internal_weight=0 176.826 181.777 77.0842 65.5487 27.6548 24.1083 23.2563 21.8841 3.80596 18.0781 12.5574 4.08152 3.54652 99.7419 87.228 154.122 2.95509 56.9006 10.5143 46.3864 45.3537 13.0986 4.52302 8.64811 7.99512 5.14591 16.9783 10.8358 2.51183 3.80953 2.25849 2.09092 9.87085 70.2498
internal_count=69089 44301 24788 15043 12663 2715 2451 2392 2278 279 1999 1406 427 264 29258 25071 22073 317 9955 2057 7898 7688 2369 484 2708 2585 1805 4885 2960 604 424 236 523 1941 20186
shrinkage=0.1


Tree=48
num_leaves=36
num_cat=0
split_feature=3 1 13 2 2 3 8 3 1 12 3 2 8 1 2 8 4 12 3 7 13 3 12 7 12 8 12 12 7 7 2 7 2 12 4
split_gain=2.07872 1.0373 0.47294 0.378814 0.437065 0.455468 0.357752 0.395302 0.345799 0.342826 0.334854 0.309886 0.398546 0.303593 0.288002 0.644388 0.447847 0.54329 0.4222 0.391827 0.332624 0.323234 0.319198 0.286246 0.363916 0.293006 0.297082 0.281141 0.31117 0.305506 0.306668 0.279626 0.266615 0.264908 0.2523
threshold=-0.34905114470166149 0.03373739309608937 -0.0070015484645458556 0.78234973549842846 0.028683184646070007 -0.019166933256201443 0.27534398464562565 0.99492146313241403 0.030344208702445034 0.017003995462945506 -0.98734007254097367 0.091142367571592345 0.24245230721553548 0.0024000973207876091 5.1532982979551896e-05 -0.2602940355007467 -0.063692696392536149 0.0037949904646725706 -0.91351615603343805 0.059553638036999056 0.0041905592254740135 -0.99671037925725148 0.0021682472206310259 -0.034201881056025736 -0.0053124274464946752 0.029201634433675776 -0.0071754019127330485 0.019352434730127304 0.22522016897046465 -0.25959375323657125 0.03251974098384381 0.18805405440159031 0.015680215321481231 -0.011156758281820389 -0.093760978896170841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 8 7 33 23 14 13 12 27 -11 15 18 22 31 19 -1 21 -19 -17 25 -25 26 32 28 29 30 -6 -18 -4 -3 -28
right_child=1 6 3 -5 11 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 17 20 -20 -21 -22 -23 -24 24 -26 -27 34 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0056099074422965561 0.019611747566929329 -0.021865082881054848 -0.031150461957664362 -0.049400993819175162 0.096803932180047431 -0.027195889175968397 -0.027283634300907397 -0.05056573335015549 -0.065272994455273015 0.037520005912342419 0.018580304463449219 -0.0083423891211796015 0.080619710856610516 0.11419822937901242 0.0063182382179007906 0.021920521729560574 0.013150855273499285 0.014425669889741276 0.043428114689292426 -0.067720315019259389 0.0015813073589510057 0.071095513153105069 -0.070849632715248426 -0.023745316979115784 0.013052194040763894 0.010124538052866096 0.05100462669478837 -0.02599476407507775 0.029370848166975251 0.0011783541022211289 0.019984000162029697 0.066375246449610847 -0.11366956662948187 -0.0069598250378806736 -0.013275989537877342
leaf_weight=4.1797098427923629 13.430580990694578 13.439178029861067 1.8033266084385062 1.5533892951862061 0.60847896139603008 8.3311162251047772 12.368348123407484 2.2921869829006019 0.83884715940803189 1.6206608899810819 7.0780105393059767 9.2353269861850986 0.83373073360416938 0.75779276076355007 74.430137721374194 0.71114555915119726 11.567356476400162 1.2454686631099319 1.2609868902363839 1.3417561744572593 1.1366577791632151 5.2457075393176629 0.77516844985075295 3.1466980103577979 18.421036131694571 5.9856990366242817 0.64213022060720959 1.9722607010626223 8.3915002448120486 18.157138370283072 3.5601244377612602 1.0791807111963851 0.50012661382788781 105.74983408917615 12.435133052880703
leaf_count=364 2067 3371 336 560 94 1472 4191 886 131 104 680 2105 135 83 10701 61 851 81 85 84 66 329 71 473 2212 931 85 241 1100 3185 612 63 65 29388 1854
internal_value=0 -0.00517081 0.00203102 -0.00041794 0.000384164 -0.00576478 -0.0110812 -0.00943154 -0.0016859 0.0112666 0.0294885 0.00787706 0.0123454 0.0619503 0.00959325 0.0181333 0.0265217 0.030406 -0.00877996 -0.0207032 0.0514839 0.0602222 -0.0264626 -0.000443533 0.0076835 -0.00864714 -0.0159525 0.0106041 0.012954 0.00678339 0.0311972 0.0176927 -0.049067 -0.00864047 -0.0101196
internal_weight=0 243.696 109.847 96.4161 94.8627 52.1041 133.85 121.481 43.773 112.43 9.45646 42.7586 33.5232 2.37845 102.973 28.5431 21.7607 20.2744 6.78245 5.52147 7.62783 6.49118 1.48631 42.9341 21.5677 21.3664 15.3807 32.6895 30.7172 22.3257 4.1686 12.6465 2.30345 119.189 13.0773
internal_count=69117 55494 17658 15591 15031 7559 37836 33645 6087 13623 867 7472 5367 187 12756 2055 1522 1390 533 448 476 410 132 5956 2685 3271 2340 5232 4991 3891 706 914 401 32759 1939
shrinkage=0.1


Tree=49
num_leaves=36
num_cat=0
split_feature=3 1 9 2 9 9 14 9 9 3 2 9 3 2 2 3 9 9 1 1 2 11 9 2 11 3 2 14 9 11 15 3 13 3 14
split_gain=1.90725 0.994884 0.532077 0.854397 0.468586 0.467105 0.563505 0.454738 1.12792 0.401772 0.399303 0.396552 0.444837 0.483171 0.397754 0.5047 0.393832 0.390834 0.452351 0.382794 0.381432 0.357062 0.333717 0.498716 0.459322 0.495573 0.451106 0.518666 0.385516 0.43121 0.362322 0.785536 0.544702 0.427597 0.325869
threshold=-0.34905114470166149 0.03373739309608937 0.85628611699070711 0.00020097450033063072 0.85628955194357415 0.85628955194357415 0.44982730983692704 -0.42447059611136456 -0.42449237182921723 0.90318605440552358 0.010927814058959486 0.063457546290951058 0.082068369258195176 0.16334960609674457 0.026372125372290615 0.010969411698170008 -0.16360650193385393 -0.51558824772356027 0.035002982243895538 0.0010299374116584661 0.27320860326290136 -0.026972069135273832 -0.34967291312038179 0.012725900858640673 0.0092186504674460767 -0.76481335912831117 3.0827657155896308e-06 -0.4565805732834029 0.40558260396569673 -0.008236091874681389 -1.0000000180025095e-35 -0.99079972012987116 0.00019085910294514331 -0.48275955417193467 -0.5219851738223743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 11 -4 7 34 -7 8 17 -9 -6 12 14 16 15 -2 -14 18 -3 -13 -15 -12 24 -24 26 -26 -1 -28 29 -25 32 -32 -29 -33 -5
right_child=1 4 3 5 10 6 -8 9 -10 -11 21 19 13 20 -16 -17 -18 -19 -20 -21 -22 -23 23 28 25 -27 27 30 -30 -31 31 33 -34 -35 -36
leaf_value=0.049843647864763016 -0.0022063832505335524 -0.083622457566065095 0.079932501822075536 0.0090003989728136228 -0.10755879436715243 0.064682446588373008 -0.06349284940999092 -0.013390165178539311 0.058463186280423129 -0.034426423350328479 0.081170695000393422 0.037780613394141044 -0.022499512201244146 0.065842142983386129 0.012070924719658952 -0.094630077823841904 -0.1393381035631113 -0.034477463085941192 0.001044132796711703 0.0087716924400630461 -0.023185101893838614 0.0085451482032669595 0.017339470593650323 -0.044569811799497192 -0.04372325967574911 0.030545761585538102 0.019605065276099752 -0.025986693138531376 -0.037915501804673506 0.02060837994462018 -0.11592615574758594 -0.024308517823505526 0.026205313685202122 0.056829711194490255 -0.034363270019939447
leaf_weight=2.2990821702405837 34.60890242329333 0.65301377815195394 0.89182005636393924 2.0643841164419419 0.27639345586066966 1.2144934468378767 0.47798935044556845 86.294233449461899 2.8612851987127206 10.146645679869833 0.73695784213486959 6.007960505361555 0.54724863334558904 0.55958294402807984 28.735352565352514 0.60109738292521697 0.61015105395926983 4.5133186755701891 18.745903494476806 18.73025206670718 3.4378786797387875 8.3154381305721454 68.990235695880983 1.2932767823513129 3.717230677662883 1.1848118766793039 11.381618246610744 3.3874119574611559 2.8789792511233827 4.7180767759273277 0.85851626459043462 4.6318084180238657 4.8809012564597651 0.75543973225284844 10.794610385550184
leaf_count=108 4723 117 72 326 40 208 63 24538 666 4181 141 706 111 164 4429 117 88 949 5381 3945 1106 1823 8888 288 388 144 936 311 421 1133 90 450 385 81 1600
internal_value=0 -0.00494233 0.00212151 -0.0150787 -0.0107665 -0.0209017 0.0284833 -0.0124025 -0.000872554 -0.0156034 0.0108425 0.0049522 0.00106261 -0.0271964 0.00334066 -0.00378422 -0.0840938 -0.00797254 -0.00180595 0.0158168 -0.0107227 0.0144576 0.0108921 0.0144669 0.00248018 -0.0257726 0.00739231 0.00362337 -0.00782503 0.00658601 -0.00890911 -0.027088 0.00482298 -0.0129307 -0.0274017
internal_weight=0 241.825 109.282 15.4433 132.543 14.5515 1.69248 123.214 26.7735 96.4409 9.32879 93.8384 69.1002 5.15486 63.9454 35.21 1.1574 23.9122 19.3989 24.7382 3.99746 9.0524 110.977 77.8806 33.0968 4.90204 28.1948 25.8957 8.89033 6.01135 14.5141 6.24576 8.26831 5.38725 12.859
internal_count=69117 55494 17658 2269 37836 2197 271 35832 7113 28719 2004 15389 10738 1469 9269 4840 199 6447 5498 4651 1270 1964 13623 10730 2893 532 2361 2253 1842 1421 1317 621 696 531 1926
shrinkage=0.1


Tree=50
num_leaves=36
num_cat=0
split_feature=3 3 10 10 10 10 0 11 10 13 5 11 3 10 5 6 3 5 5 13 9 9 9 9 11 0 6 0 3 13 11 13 9 6 5
split_gain=1.72244 0.847743 0.524077 0.519642 0.493515 0.831186 0.804162 0.478025 0.412671 0.47783 0.502699 0.419485 0.410285 0.401841 0.398349 0.457014 0.477534 0.371966 0.654716 0.58955 0.35508 0.565721 0.549246 0.683882 0.37082 0.351844 0.32515 0.322167 0.316325 0.314862 0.309774 0.305655 0.523253 0.302452 0.388067
threshold=-0.34905114470166149 0.19456007843837145 -0.45142457785776546 -0.4509362535116449 -0.19655848664908693 -0.19654991179956058 0.0097280661575496214 -0.014455022148072797 -0.094700942253017131 0.0088886530900214849 0.10785194228512131 -0.0089687346041036169 -0.0099003231152892095 -0.20847042695068294 -0.08459360350370114 0.15841661172363528 -0.98436238089925598 -0.10024395554846409 -0.10810051579955572 -0.0034285517793132395 -0.42447059611136456 -0.39421852110618055 -0.42449237182921723 -0.53355871336626615 0.018554290501023068 0.41587339341640478 -0.71431950841031733 0.45241488516330725 -0.021564878523349758 0.012092098062977509 -0.033298922857380023 1.0000000180025095e-35 -0.16360650193385393 0.50046970979227734 -0.12036890166073776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 -4 7 6 30 -5 31 11 -11 -10 13 33 15 16 -1 18 -3 -19 22 -22 23 -13 25 -23 28 -27 -24 -12 -6 -7 -33 34 -9
right_child=1 17 3 4 5 8 -8 12 9 10 29 20 -14 -15 -16 -17 -18 19 -20 -21 21 24 26 -25 -26 27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.073650795711558401 -0.053138215260043233 -0.030175975149859393 0.024385661946859614 -0.064508534288053851 0.073603767207919016 -0.029721723102025078 0.05122645890506046 0.07178504490649433 0.01082714722909206 -0.033759277993528534 -0.029089455348582823 0.0073977068840321656 -0.024028036185429442 -0.050900771683338467 0.0080846772975944423 0.042023398275930671 -0.0061846184970000958 0.0085866852903694318 -0.1559307546800246 -0.019871831001994578 -0.050439959192306108 -0.00055150654798365921 0.021872424987039767 -0.037973552133022073 -0.029655740882490535 -0.10410521950373658 0.0078122558469721744 -0.017413501590282317 0.072678654940461038 0.048330340873644628 0.00086157103212229896 -0.02587624941887752 0.026545567914361641 -0.032500263750962828 0.009658460283357798
leaf_weight=0.87692642217007222 1.967687925804056 6.4291891197135556 7.5839166614459819 1.9156829791754741 0.6201368160545816 9.3192484928003996 5.6741048624971873 1.361068014026386 30.909165543762356 7.8662766941342834 0.83218070538714561 12.749012227286586 11.2619057876509 1.0495536538073835 96.405297938341391 7.8885543561555096 5.1449879378415044 9.5550082828995055 0.44249761842365742 30.565571475523029 2.8640637653879741 49.265007960108065 2.9695479066576809 4.4929205824737428 5.4643460540537481 0.60313749854685683 5.5697223283350414 1.4819540910684734 2.0865174843929708 1.4245528958272187 10.459181366022678 4.3300567622063681 3.3985725570819332 1.0691166375181635 3.8478945092647341
leaf_count=176 620 3218 1385 458 74 2542 1390 279 5056 1639 181 2150 3186 254 10778 1638 1031 2986 78 10032 574 10537 386 999 1121 85 702 431 348 290 1267 1150 895 237 944
internal_value=0 -0.00473492 -0.00179447 -0.00126405 -0.0023277 -0.000481719 0.0206119 -0.0169459 -0.00290841 -0.000970059 -0.0218234 0.000812033 -0.0120445 0.00637305 0.0103673 0.0261868 0.00544122 -0.0167763 -0.0382739 -0.0130942 -0.00272391 -0.00707589 0.0065958 -0.00442518 -0.00488987 -0.00225444 0.024479 -0.0424901 0.0428389 0.0197814 0.00493313 -0.0175279 -0.00282438 0.015948 0.0258917
internal_weight=0 239.429 192.437 190.469 182.885 162.38 16.7534 20.5052 145.626 128.578 10.123 118.455 18.5895 7.32763 110.316 13.9105 6.02191 46.9923 6.87169 40.1206 87.5462 59.6785 27.8677 17.2419 56.8144 51.3501 10.6258 2.08509 5.05607 2.25673 11.0793 17.0479 7.72863 6.27808 5.20896
internal_count=69117 55494 39180 38560 37175 31817 2731 5358 29086 24499 2110 22389 4900 1714 13623 2845 1207 16314 3296 13018 17333 12748 4585 3149 12174 11053 1436 516 734 471 1341 4587 2045 1460 1223
shrinkage=0.1


Tree=51
num_leaves=36
num_cat=0
split_feature=3 4 8 9 3 4 9 4 4 8 9 14 15 3 9 14 14 14 4 9 8 4 4 14 4 8 15 4 9 11 15 11 15 4 14
split_gain=1.47174 0.9241 0.48943 0.449452 0.427046 0.627375 0.539939 0.405662 0.409783 0.394036 0.494873 0.366483 0.364461 0.348955 0.347701 0.330453 0.327063 0.384422 0.312703 0.282567 0.454522 0.433549 0.665405 0.616601 0.609323 0.553352 0.455115 0.493505 0.456414 0.395812 0.421757 0.378283 0.435033 0.375462 0.358951
threshold=-0.34905114470166149 0.00077002495527267467 -0.30046923003581166 -0.16598775017816089 0.79100845867651526 -7.8117562225088464e-05 -0.44444761511142772 0.00096805277280509483 0.52776645123958599 0.24829612474974885 0.85628955194357415 0.010105306259245826 -0.036985656617227768 0.0069364379160106191 -0.092019769494243814 0.17994924442776164 -1.2249552679552878 -1.1137149575591967 -0.093760978896170841 -0.52338520711075731 -0.091379061171285345 0.0084395431913435476 -0.00038981786929070944 0.58774137401234139 -1.0000000180025095e-35 -0.11484118905460931 0.43402123864854658 0.010527637321501972 0.37032124401343164 -0.0084268296917426166 0.75179231821495895 0.0092186504674460767 0.86965854943599885 -2.9758643904642663e-06 0.66641740417970219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 4 3 -3 9 6 -6 13 -9 10 18 -5 -11 -4 -14 -10 -1 -18 -2 20 31 22 29 24 33 -26 27 -23 -29 30 -21 -19 -33 -24 -30
right_child=1 2 7 11 5 -7 -8 8 15 12 -12 -13 14 -15 -16 -17 17 19 -20 21 -22 26 23 -25 25 -27 -28 28 34 -31 -32 32 -34 -35 -36
leaf_value=0.056664374079785321 0.013925074403992571 0.0007595284660114731 0.10012128081541877 0.019864023343508654 0.061189442056911195 -0.043093317496074146 -0.014723034880914036 -0.00087946081285581476 0.056113624047959026 -0.0079563404196326126 0.018705438113894243 0.087986736350747163 -0.022706226376569202 0.011088650219903266 -0.080354887907460593 -0.022624229754421635 -0.076428580131939927 6.0805509997752232e-05 -0.00917982768430756 0.0058060441131656364 0.025030214260548623 0.077836936444508648 -0.032524714315923589 -0.068240360994162738 0.021632894528261646 -0.022203479879467251 -0.012666959620104921 0.016533576320953158 0.035726523313055973 0.024858135001917376 -0.087643390309076585 -0.05616282243402624 0.029754747654057868 -0.14032594581131475 0.10184087622745089
leaf_weight=1.4619530818890769 6.2287395763851228 2.6585398101015016 0.75344712164951388 1.4690125071938376 1.0923597429937224 8.7473576572447183 6.5859067062519916 89.159554016174297 2.2180823542148569 4.3423488525149878 7.5509126156539415 1.7077924766635986 2.2726895399391651 1.058925116798491 1.9387163707797279 0.70162384421564628 0.52361767459660669 20.981324111518923 98.32247178160469 13.311586959505799 6.4137191031477405 1.7667289990495252 1.6733604325854687 1.6216796352819063 7.7083422897558185 4.5968361636041672 3.2901878736010977 19.558663632236861 3.2885253682761677 18.230824790287443 0.50113869481720108 2.5481095181312408 0.76663758978247631 0.40039211767725724 1.0945032576564697
leaf_count=110 1300 290 149 201 457 2894 3120 19110 291 1319 1370 159 671 339 538 65 57 1715 23221 1757 554 173 277 179 1083 663 378 3139 423 2515 57 284 80 54 125
internal_value=0 -0.00432755 0.00299638 0.0310972 -0.00965571 -0.024783 -0.00392323 0.00124992 0.000327746 -0.00759634 -0.00601777 0.0564856 -0.0282845 0.0481017 -0.0492447 0.0371924 0.00968184 0.00904748 -0.00780333 0.00946284 0.00135184 0.0126959 0.00686792 -0.00978632 -0.00319377 0.00525697 0.0223517 0.0268334 0.0230697 0.015184 0.00241561 -0.00489882 -0.0362917 -0.0533386 0.0522362
internal_weight=0 236.808 99.727 5.83534 137.082 16.4256 7.67827 93.8916 92.0793 120.656 112.102 3.1768 8.55375 1.81237 4.21141 2.91971 109.738 108.276 104.551 107.753 30.7098 77.0428 48.0442 16.0006 14.3789 12.3052 28.9986 25.7084 23.9417 32.0436 13.8127 24.2961 3.31475 2.07375 4.38303
internal_count=69117 55494 20604 650 34890 6471 3577 19954 19466 28419 25891 360 2528 488 1209 356 13623 13513 24521 13456 2633 10823 6585 2256 2077 1746 4238 3860 3687 4329 1814 2079 364 331 548
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=0
split_feature=1 3 3 9 9 9 9 9 3 9 11 8 8 9 3 12 8 7 11 9 15 15 15 8 3 8 3 3 7 11 8 9 15 15 1
split_gain=1.41136 0.662578 0.432849 0.434986 0.617279 0.734345 0.665267 1.55569 0.571287 0.553027 0.814039 0.576908 0.536576 0.523262 0.535373 0.516132 0.41748 0.41581 0.410837 0.408886 0.349698 0.365754 0.339438 0.331709 0.31082 0.535403 0.412907 0.392806 0.307966 0.309768 0.313332 0.395945 0.295379 0.651048 0.578697
threshold=0.0055951152462512263 -0.20297567651141432 0.79100845867651526 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.19553466332693495 -0.1942085329469812 0.007833994925022127 0.070334891574211425 -0.018019359791786833 0.16950909544454276 0.10419481082589842 -0.53362263794378351 -0.016667054966092106 -0.0045508985103931646 0.16605684655837319 -0.059172471272773516 0.021089943143304968 -0.51558824772356027 -0.12781747125341639 -0.24858143954796152 -0.98953522760426293 -0.094888111577713263 0.064473906531929984 0.012305007482256007 0.0057382136583328256 -0.34905114470166149 0.69907882363499496 0.010985694662340955 0.14787109225484121 0.037735288918716886 -0.716075962061823 -0.18790657812025013 5.2293693443061791e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 13 8 12 15 -8 -5 17 -11 18 20 16 -15 -7 -3 -9 -12 -4 21 -6 -1 -10 26 -26 27 32 29 30 -29 -32 -24 34 -34
right_child=1 2 19 4 5 6 7 9 23 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31 31 -33 33 -35 -36
leaf_value=-0.02409912007624504 0.005348466377960737 -0.027429752282655307 0.0021740062533489664 -0.065626457407559652 0.019353388931086516 -0.042412161284985581 0.046713771744687577 -0.0028148421569850531 -0.073477820736903066 0.034832618540130672 0.0011069186773892366 -0.03804057442347452 0.096941576156093043 0.010288179876162007 0.070286275047742278 -0.011492116969201396 0.041302435172126339 -0.025845192897837699 -0.037865016777817215 -0.030019703381588131 0.051540383073714197 -0.044913468651866267 0.04104327222225751 -0.0092475552635002747 0.037590733595134311 -0.058233330366762051 0.031007657307546285 -0.0067726224103562358 0.029505888334903359 0.017613361502224211 0.073172969496269655 -0.026533672516920782 -0.070424637741287974 0.015978883314419611 -0.0019686511973627785
leaf_weight=3.1699823005546923 47.969673279865674 3.8804523391881958 5.3395826094492831 3.2032553738681591 2.778845933033153 8.3772484846267634 5.7480029408470719 12.605324251038835 0.89941185666248102 5.7374688798881754 41.60729701194942 4.7641693611221845 0.92824924713931967 4.2874839754076675 2.2771324331406486 15.183157402323557 1.1443245117552576 20.735762965137837 2.8930770297301924 15.106379284721696 1.8247139544691879 1.2997562859673055 3.5952981472146339 7.5825479280611026 0.88863953997497391 1.6957725977117659 8.5101573936990444 35.238173948411713 3.5788398835575199 7.4507270528702056 1.0954660820425477 0.62580004025949154 1.4474529216604413 52.716667622615205 8.4089837717947358
leaf_count=277 8757 1012 1814 653 538 2093 1525 3335 163 1127 10498 1610 179 805 635 4221 375 5905 704 6495 353 252 240 2045 142 344 1045 4600 280 891 123 100 106 5057 784
internal_value=0 -0.0050185 -0.00797504 -0.00608801 -0.00767091 -0.00560807 -0.00745886 -0.00369601 -0.0296465 -0.0069759 -0.00081581 -0.00496751 0.0262657 0.0125102 0.0311003 -0.0224862 -0.0117769 -0.0171381 -0.00142674 -0.0216121 0.0151525 -0.00112697 0.0082174 -0.0160584 0.00903529 -0.0252846 0.00975836 0.00817427 0.0012863 -0.000987809 -0.00473766 0.0369227 0.0131698 0.0115683 -0.0120217
internal_weight=0 216.173 168.204 147.758 136.168 124.483 117.652 94.0911 11.6852 88.3431 55.002 49.2645 6.83157 11.5894 6.56462 23.5604 5.02478 33.3411 44.5004 20.446 5.90332 4.0786 128.422 8.48196 125.252 2.58441 122.668 114.157 47.989 44.4102 36.9594 1.72127 66.1684 62.5731 9.85644
internal_count=69083 55094 46337 38028 35201 32340 31018 24704 2861 23179 13939 12812 1322 2827 1440 6314 1387 9240 11202 8309 1143 790 13989 2208 13712 486 13226 12181 5994 5714 4823 223 6187 5947 890
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=0
split_feature=2 3 10 2 0 11 14 10 10 6 10 3 11 11 3 6 14 6 0 14 0 11 11 6 10 10 10 8 3 10 3 11 3 8 8
split_gain=1.39229 0.651714 0.421153 0.470123 0.470334 0.422667 0.418277 0.412306 0.346871 0.521933 0.448111 0.339814 0.330341 0.338482 0.325178 0.373976 0.290931 0.291306 0.277026 0.275401 0.272391 0.266989 0.266231 0.259277 0.251759 0.2448 0.877037 0.77345 0.643228 0.543913 0.378551 0.370893 0.356768 0.576409 0.341623
threshold=0.00096111491438932728 0.57096365652978431 -0.054307984383355781 9.2416619736468433e-05 0.013746268115937712 -0.0054254378412408226 0.21836764612550527 -0.45142457785776546 -0.4509362535116449 -0.74446257051851428 -0.40936822083879881 -0.4576640309824142 0.0092186504674460767 0.0078838966171718202 -0.6842554741524508 -0.24738852674295447 -0.035086888257036174 0.28807434317312025 5.4831714351166747e-06 -0.024004681249094832 0.17314866185188296 -0.009188097305947841 0.018059398215790817 -0.86432379282945571 0.2174138022260346 -0.19654991179956058 -0.19655848664908693 0.027714116259562844 -0.092995591374346973 -0.17276133649475264 -0.91351615603343805 -0.016784329628004985 -0.06636736728250979 -0.051753149333851049 -0.08145575936064238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 12 -4 5 6 -5 23 9 -9 -10 -11 13 20 -14 -16 -13 22 -12 24 -1 -3 -18 -2 -6 26 28 30 -20 -27 -28 -31 33 -30 -34
right_child=1 21 3 4 19 -7 -8 8 10 11 18 16 14 -15 15 -17 17 -19 25 -21 -22 -23 -24 -25 -26 29 27 -29 32 31 -32 -33 34 -35 -36
leaf_value=0.008580079725932074 -0.14936760010433628 0.006638664293986656 0.057015080367933936 0.0053826321696900927 0.070265867510537733 0.025997713936302142 -0.069712687998644565 0.099812713705215717 -0.048250386046980724 -0.060502999369188681 -0.073591273119090403 -0.015239267892461904 -0.028295504911418565 0.056159516858122954 0.073086199499860144 -0.011260318398874987 0.011901804612649234 0.088216952253669684 0.027287452552889852 0.10041433484310203 0.07150172634015993 -0.022116002790858031 0.094293841292809655 -0.034567645167687157 -0.064636733815927064 -0.027698566532209042 -0.069520583082755855 0.059350861923780557 0.023786742529031821 0.0099119324044199628 0.01324573905268933 -0.0039376547426804784 -0.049256793972690151 -0.11406047011620224 -0.0072386542175596124
leaf_weight=60.843598929830478 0.22160202631494019 3.7356027375790317 3.8809311661516395 1.981774861342273 0.31766749068992794 4.0672626880987073 1.1853619845351202 0.71695303404703725 2.1045558779878766 0.61778329825028766 0.53747885720804234 2.0462615323485807 4.5212009362585377 1.5805076449178148 0.8001784335356209 1.5322619156213466 4.0890863741515187 0.72172340715769667 4.0652371239702942 0.91542046193353577 0.69587424446944979 23.813550128565112 0.43378626951016475 1.7531301039271046 0.2450567437481368 8.7288454135414195 0.57218380970881 4.002668820670805 0.46388570027193055 22.30510106642032 16.152014872292057 145.28137876183246 2.2277916103266842 0.87651005596854392 14.720938955601003
leaf_count=5989 25 1352 369 318 105 500 126 47 801 87 34 433 411 112 65 145 838 100 1176 170 123 9722 29 679 50 2256 64 801 94 3958 2405 30807 615 132 4145
internal_value=0 -0.00367333 0.0112309 0.0280658 0.0151706 0.00466824 -0.0227232 -0.00195107 -0.00156155 0.0181134 -0.00232587 0.010707 0.00820107 0.0104651 -0.0126504 0.017676 0.0167409 0.0292185 -0.00188642 0.0665719 0.00929158 -0.0182169 0.019804 -0.0474504 0.0115181 -0.00171075 0.00504684 0.0198645 -0.00869202 -0.00336192 0.0104141 -0.00209433 -0.0166894 -0.0663541 -0.0127616
internal_weight=0 260.188 82.5671 12.5935 8.71254 7.2344 3.16714 232.639 230.664 8.62559 222.039 7.90864 69.9736 63.12 6.85364 2.33244 7.29086 5.2446 219.934 1.47814 61.5395 27.5492 4.52287 1.97473 0.562724 219.397 43.0812 20.7269 22.3544 176.315 16.7242 167.586 18.2891 1.3404 16.9487
internal_count=69083 60600 8483 1638 1269 944 444 49526 48822 1534 47288 1487 6845 6224 621 210 1400 967 46487 325 6112 11074 867 704 155 46453 9432 3270 6162 37021 2469 34765 4986 226 4760
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=0
split_feature=2 4 15 15 1 15 8 14 4 4 13 4 14 13 1 2 14 15 15 8 1 2 4 14 11 4 4 14 8 8 15 15 14 2 15
split_gain=1.30016 0.699582 0.453456 0.761698 0.627863 0.569298 0.542934 0.493945 0.449067 0.444661 0.508037 0.354004 0.305475 0.370366 0.298569 0.295562 0.286759 0.401571 0.295992 0.415381 0.518995 0.507493 0.286178 0.445871 0.297739 0.285933 0.281445 0.274334 0.387868 0.269258 0.267927 0.346335 0.379512 0.265532 0.255961
threshold=0.00033300863287877297 0.00077002495527267467 0.26275167045974651 0.18085209981665892 0.048345845192670829 -0.5842388337807759 -0.42788138063258208 0.9240844842343251 0.00096805277280509483 -5.131034413352608e-05 -0.0073743360239491218 0.0012934638652950527 -0.022436057971381273 -4.5831348363704876e-05 5.2293693443061791e-05 0.067016132175922408 -0.89636805936353969 -0.31174231899297439 0.10100995652881326 -0.12214841140874835 0.005900733871385456 0.026372125372290615 -0.07702933624386786 -0.040360383073955362 -0.0026345378408871457 0.0058862483128905305 0.024539343081414703 -1.4467564503334238 -0.089530473946220032 0.012305007482256007 0.057179519834253477 0.079187734228006026 -0.052421076540356638 0.74409773945808422 0.01267465244362862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 9 3 4 5 25 26 11 -8 27 -11 -4 -13 -14 -12 -5 17 -10 30 -20 21 -21 23 24 -1 -3 -7 28 -2 -24 34 -32 -33 -16 -18
right_child=1 2 7 15 -6 6 8 -9 16 10 14 12 13 -15 33 -17 18 -19 19 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 31 32 -34 -35 -36
leaf_value=-0.10637886358061562 0.088705898740957523 -0.074050418781747035 0.037156492068533373 0.052906393678972076 -0.0083573262214430011 -0.0089210580877363485 0.086805800602853062 0.058210559068409488 -0.12594890973272993 0.017048051391069286 0.075447066037572522 -0.0069901797846372406 -0.008142546032591744 -0.053278567139293867 -0.016782310466395067 -0.0030517703177458623 0.011123753909941301 0.0087944229736377239 -0.062387757550400172 -0.011053478424799014 -0.035292930532664774 0.12254340935492301 0.013491960914342899 0.012954685866120242 -0.012636077137461656 -0.012416036966343854 0.065121830449726553 -0.0048927105955716517 -0.02213233644715153 0.054359019949160009 0.066357959114337298 0.045083242188643548 -0.0312832872339864 -0.037779458411794538 -0.013914363275685727
leaf_weight=0.68030801210989011 0.74071404663845897 0.93704016623087127 1.1988594181020804 4.4380799639184252 31.737208936116076 0.63615347526501809 0.73436061310348932 0.96221513630007294 0.38047692587133497 3.9832725986634605 0.32020176341757078 9.2793447592121137 3.1513094066322083 4.2966629754428096 26.433862331417913 1.1988657256733857 43.369887946984818 0.52828927512746204 1.352659180905903 0.56432244295137868 1.3589213867962824 0.57310329948086292 57.197554417067295 2.2431694332335601 0.67496470315381907 3.8259771558441571 2.6596805586887058 115.39615769580269 0.5502692408626888 1.6589706504018966 1.9263442415685847 1.4384038113785207 1.1884201406501236 7.7999252679073825 4.5072437933376923
leaf_count=69 66 150 255 704 9285 83 144 210 48 929 40 1722 639 737 6035 339 7336 104 175 89 273 47 5162 246 74 528 260 28641 105 181 341 219 187 2755 905
internal_value=0 -0.00299969 0.00265853 0.00526219 0.00320034 0.00875961 0.0113506 -0.0115885 0.00910414 -0.0074557 -0.016769 -0.015335 -0.0190971 -0.0341811 -0.0206674 0.0410052 0.00810636 -0.0476191 0.00900618 -0.0177597 0.00642218 0.0562606 0.0129701 -0.0144062 -0.0596923 -0.0245415 0.0508303 -0.00437986 0.0414622 0.0146439 0.0109711 0.0341517 0.0105337 -0.0215664 0.00876662
internal_weight=0 277.468 122.244 103.355 97.7185 65.9813 61.2183 18.8884 57.9224 155.224 38.5373 17.9262 16.7273 7.44797 34.554 5.63695 57.1881 0.908766 56.2793 3.84901 2.49635 1.13743 62.455 3.59844 1.35527 4.76302 3.29583 116.687 1.29098 58.8565 52.4303 4.55317 2.62682 34.2338 47.8771
internal_count=69083 63351 24780 21217 20174 10889 10211 3563 9868 38571 9759 3353 3098 1376 8830 1043 9724 152 9572 584 409 136 5732 389 143 678 343 28812 171 5343 8988 747 406 8790 8241
shrinkage=0.1


Tree=55
num_leaves=36
num_cat=0
split_feature=1 3 12 2 14 10 14 5 3 5 5 10 10 3 5 5 5 5 2 13 5 5 5 2 1 3 1 2 2 5 2 14 3 10 12
split_gain=1.15023 0.504214 0.507525 0.380813 0.579194 0.459718 0.460409 0.633465 0.439856 0.380127 0.714704 0.393349 0.581194 0.642222 0.517281 0.769814 0.691057 0.965443 0.652129 0.536377 0.500928 0.818422 0.597682 0.52457 0.484401 0.407713 0.407008 0.63763 0.668574 0.404035 0.375115 0.440518 0.368978 0.365855 0.362693
threshold=0.0055951152462512263 -0.56582930494914752 0.015817256340379362 2.4545450287405405e-05 0.19483089466583228 0.011755564563059847 -0.061641328902962304 0.19188634594036763 -0.14319682680070397 -0.10929958120212679 -0.10928457849172868 0.011229365765181449 -0.012513565392279711 0.6205156801006525 1.0000000180025095e-35 -0.00081876077156355076 -0.07683836389876296 -0.076875149138644447 0.03615002520382405 0.0047438038890983145 -0.064941478010096754 -0.063918118103168664 -0.053761566274649404 0.086403388530015959 0.018727373331785205 0.94712935904681228 0.16220714896917346 0.051565006375312812 0.026900772005319599 0.09478381515654298 0.40478478372097021 0.48907144604891778 -0.021564878523349758 -0.27909946854721435 -0.020370396125989152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 7 8 -7 34 32 12 14 26 15 16 17 19 -18 24 -20 23 -23 -22 -12 -24 -14 28 -28 -13 31 -29 -11 -26 -3
right_child=1 9 -4 5 -6 6 -8 -9 -10 10 11 29 13 -15 -16 -17 18 -19 20 -21 21 22 25 -25 33 -27 27 30 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.011185840109918591 0.0039149702425880853 -0.060104655705586534 0.058383812649480671 0.0016789224600288243 0.052368158064903428 0.079073441059438518 0.029465539407818171 -0.058545237109206873 0.0036516116532479452 0.0069170546674157942 -0.096363800935112917 -0.021354283022941945 0.050262922001376845 -0.034677430926554641 -0.01511886778651602 0.023318725612266035 -0.055221525415691322 0.036936068378001743 -0.026900827968575604 -0.071037262966741871 0.14565883786951367 -0.07160226087444109 -0.0038450052310885583 -0.024014711035629147 0.12791988338391222 0.054586532609767868 0.014140617729146819 -0.00045041710741544334 -0.14600135973501324 -0.0027582540752950106 0.1081711867575024 0.072747913369625536 0.054009137198488558 0.0012766278206698583 -0.014278964199174999
leaf_weight=15.614979595920888 30.28966616344951 1.8485750947002113 1.813042326728463 82.87731719295698 4.3710710599843869 0.8706961657226201 13.543208808314374 1.5171040353307033 6.9085983035474801 3.8901557088829577 0.49737449170788739 27.747418699093032 4.4708406623685715 1.9849428699235421 33.316545412126288 11.778404984375809 3.6887423227162897 7.2912457834463478 8.9527020763925957 1.3528293730632865 0.63459134288131736 1.1303018425387517 7.3403294951858786 0.25560305424733087 0.23784439628070586 1.4261658468676612 0.55979500873945631 3.5790593101992272 0.48792921556741931 20.18155635848052 0.49220164117286902 1.0673581615556029 2.9072357511613509 5.5735873271769387 26.286413855490537
leaf_count=1024 5545 590 267 9860 257 174 1620 197 857 689 109 6759 782 691 10966 2454 940 1702 2436 325 177 318 2354 63 62 696 98 645 40 4737 146 202 649 1611 9041
internal_value=0 -0.00454901 0.00699117 0.00753388 0.0201927 0.00514071 0.0177024 0.000565514 0.0120932 -0.00661891 -0.0046286 -0.00612386 -0.00243381 0.0175477 -0.00545993 0.000955623 -0.00590713 0.0108889 -0.016627 -0.0138991 -0.00941483 0.00509774 -0.00316328 0.0969402 -0.00164666 0.00566085 0.0272748 0.0106615 -0.0604381 -0.013524 0.0251581 0.0163644 0.0270583 0.00645976 -0.0172899
internal_weight=0 211.082 32.1027 125.703 19.9861 105.717 22.8396 9.2964 7.77929 178.98 150.845 144.047 96.1184 12.6421 83.4763 50.1597 38.3813 14.9529 23.4284 7.66164 19.7397 10.787 9.8968 0.890194 6.30881 8.7665 10.6572 6.18634 1.04772 47.929 5.13862 4.64642 6.79739 5.81143 28.135
internal_count=69083 55094 5812 13989 1281 12708 2848 1228 1031 49282 39651 38313 26817 2604 24213 13247 10793 3809 6984 2107 6044 3608 3368 240 1782 3050 1913 1131 138 11496 993 847 1338 1673 9631
shrinkage=0.1


Tree=56
num_leaves=36
num_cat=0
split_feature=2 1 9 6 2 9 2 5 5 5 9 1 9 9 8 2 6 5 8 9 8 6 6 6 6 6 6 13 6 8 6 2 5 2 8
split_gain=0.96368 0.493961 0.69126 0.49661 0.462399 0.537264 0.494293 0.424495 0.375493 0.36197 0.357371 0.345852 0.318767 0.310932 0.384327 0.374027 0.308148 0.30626 0.300813 0.280687 0.463986 0.349877 0.438886 0.431062 0.3993 0.475689 0.449262 0.345847 0.274166 0.274141 0.264839 0.407788 0.365228 0.333455 0.255877
threshold=0.0017970256158150735 0.092068888247013106 0.85628611699070711 -0.54093495840135097 0.12762732803821566 -0.53362263794378351 0.10515745356678964 0.094608934686910687 0.28920778697238997 0.21753664481091287 0.8583715237622932 0.10595279559493066 0.81804581183528968 -0.51558824772356027 0.18404603856394589 0.97533804178237926 0.73931130512921805 -0.00053922424941236352 -0.16893762190113396 -0.5303969906233974 -0.091379061171285345 -0.38365390225189583 -0.14690005723290853 -0.16388414018367281 -1.4316761955078621 -1.0402777586452083 -0.55396440552776027 -0.0011381591104478639 0.99315821927875192 -0.45653266128545711 -0.12011226729707801 0.29816181957721716 0.098623884278184457 0.015680215321481231 -0.13895742288139104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 4 -4 5 9 12 -5 -8 -2 13 -12 -7 17 15 30 -13 -3 -9 20 29 24 23 -23 -21 -26 -27 -22 -14 -1 31 -15 33 -32 -6
right_child=1 10 3 7 34 6 8 18 -10 -11 11 16 28 14 -16 -17 -18 -19 -20 21 27 22 -24 -25 25 26 -28 -29 -30 -31 32 -33 -34 -35 -36
leaf_value=-0.041414391012693327 -0.073604479975961964 0.015303136752556937 -0.078797387913215389 0.040493969905810487 0.07779862147524301 0.003446828573098241 0.028604900616966827 0.010164640472196868 0.12087541679993291 0.044205945297532384 -0.090395833284718924 0.030620796322050656 0.060578993314197409 -0.020172864795947432 -0.030450455276489732 -0.050801336901139561 -0.026070265088158247 -0.01504996427983437 -0.02405879454804468 -0.037196067963675077 -0.024113644497858813 -0.008137637711473026 0.012087617950481393 -0.10336468816393417 0.06904836940812295 0.0087200552470300657 0.051305226704502931 0.033793409970329112 -0.029316750548353865 -0.002713192059575464 0.03521912640701607 0.018564870117158318 0.019141121445546565 -0.012576420754633142 -0.015317666707087367
leaf_weight=1.9971873385366112 1.3778928363462899 7.8203578890825156 1.2442501951591136 1.3483832284837287 0.30075183531153271 112.35674807207033 3.1004456124355779 3.145445936592302 0.51417912926990528 0.32168459682725359 0.30411681602708895 4.6660446159803541 1.6954771837918081 24.060858324992292 11.931795897762639 2.2244731637692885 1.2067822583630912 5.7818485443713126 13.997835065878457 0.95589845822541875 1.2581200040876863 6.4207029858735041 39.537670405496101 0.51336334763618552 2.5168656659589024 8.4436022224253957 3.5059652183881544 5.7229760846821582 0.42412893404252816 21.905816920741927 1.5940889016710702 3.0634684032993382 6.3688068890805871 17.313827011363173 15.723190763563251
leaf_count=191 313 2326 184 262 69 21297 768 432 95 39 39 1108 266 6875 4660 1100 290 1710 2395 144 100 804 5006 75 266 1113 510 425 56 1765 429 1245 2079 5229 5415
internal_value=0 -0.00352414 -0.000157466 -0.017645 0.00238374 0.00451781 0.00532124 -0.0135303 0.0417304 -0.0513061 -0.00958981 0.013587 0.00417161 -0.0113758 -0.0141913 -0.0106398 0.0189716 0.00240104 -0.0177795 0.00846374 0.000677177 0.0123491 0.00801785 -0.0151878 0.0254004 0.0295365 0.0212144 0.0233575 0.042591 -0.00594683 -0.00893495 -0.0157978 -0.00157051 -0.00854687 -0.01357
internal_weight=0 241.887 155.55 19.7359 135.814 119.791 118.091 18.4917 3.61462 1.69958 86.3365 6.17694 114.476 80.1595 66.5573 54.6255 5.87283 13.6022 17.1433 92.7782 30.8841 61.8941 46.4717 6.93407 15.4223 14.4664 11.9496 6.9811 2.11961 23.903 52.401 27.1243 25.2767 18.9079 16.0239
internal_count=69080 58681 31591 3273 28318 22834 22482 3089 863 352 27090 1437 21619 25653 21617 16957 1398 4036 2827 10399 2481 7918 5885 879 2033 1889 1623 525 322 1956 15857 8120 7737 5658 5484
shrinkage=0.1


Tree=57
num_leaves=36
num_cat=0
split_feature=1 13 6 6 4 10 6 6 4 10 6 14 14 4 13 4 10 6 14 14 4 14 14 13 6 6 14 6 8 6 1 1 6 10 8
split_gain=0.829449 0.42322 0.410607 0.457633 0.403728 0.391357 0.389978 0.373695 0.642793 0.487472 0.417879 0.466572 0.387348 0.446906 0.384268 0.383848 0.590194 0.409211 0.383565 0.362375 0.35181 0.324359 0.624739 0.449965 0.332752 0.319573 0.319123 0.310286 0.493089 0.302039 0.291075 0.333972 0.316203 0.432152 0.35055
threshold=0.005900733871385456 0.0038453411870918463 -0.30565573618158298 -0.3402205488743178 -0.0056619960814714423 -0.093252492399232098 -0.61404406646283249 -0.18851981245272634 -0.05662798369303345 0.44827247951689936 -0.041872217821225265 0.98898736375292373 0.5672696614894156 0.012434616684913637 -0.003919202023536795 -0.0097695488948374969 -0.19437947074545389 -0.073834790908869727 -0.44237453505617502 0.47278108287797421 -0.015727676451206204 0.0018173296439169507 -0.019665483705179131 0.0071988372106815629 -0.85018206302268928 -0.43211644128387738 -0.20809603943354585 1.6244182091164789 -0.20961560833526854 -0.67093759983627355 0.095466092228889479 0.078896895051002516 -0.39582814243318004 0.34582104212711046 -0.048247586997517126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 30 3 4 5 6 -1 8 -4 10 15 12 27 20 -11 16 -9 26 -10 -20 -14 22 -6 24 -23 -26 -17 -12 -29 -3 31 32 -2 -34 -35
right_child=1 29 7 -5 21 -7 -8 9 18 14 11 -13 13 -15 -16 17 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31 -32 -33 33 34 -36
leaf_value=-0.052802736079624685 0.0084982583543147753 -0.028274240302358197 0.067787493855603356 0.055824666404827875 0.019036957619921541 0.014414173221893574 0.0020193910456903432 0.051149115550064211 0.025137109057963937 -0.09121343543664602 0.0044093574406073137 0.045896523909661008 0.0070918691576584607 0.017358035229300548 -0.0055162374193570372 0.053959437333815065 -0.049165800459073601 0.078190054832464329 -0.046129477015538295 0.01828288422230312 -0.080190082335469745 0.037208911272419334 0.077797248436425423 -0.04541249500253168 -0.0087029669511113471 0.038067875496435886 0.0042457816358567402 -0.10421795166741098 -0.00023519373704459389 -0.0083890139017878517 -0.0065685680012437936 0.023299078826206784 -0.0018486438533812173 -0.0053956837379159359 -0.067176346984513621
leaf_weight=2.5773652085626964 30.269815231346001 9.6037663776878599 0.79682784475153301 2.4544886091316576 16.627819429882948 4.798872716692129 2.6131269653560594 0.97326865931972895 1.2148245378048157 0.9278207149181984 52.507828584057279 2.391480240301461 0.63202522031497266 1.2491492027766069 1.1999390929559002 2.0725298381294124 1.4758377197358639 1.7767774259991691 5.5592498593905457 1.0362131333895375 1.7146868926938614 3.607683696129242 2.0303159393224659 1.5560928732156742 6.9406563097691079 1.8503710345248698 3.4252637901081471 0.68857472608215209 1.3504083119041741 37.324587919989426 68.527906961357075 6.849804787663742 49.746884367414168 1.7745901031958058 1.9036487375378772
leaf_count=270 6548 2415 102 273 1742 633 309 111 131 112 6007 272 72 132 197 200 217 174 670 85 203 302 207 175 731 199 444 106 185 10966 20759 2012 11373 307 439
internal_value=0 -0.00411343 0.00618549 0.0138377 0.0114186 -0.00617089 -0.0252028 0.00192853 -0.01777 0.00427081 0.00569892 0.00260797 0.000827455 -0.0309622 -0.042885 0.0249415 -0.00930091 0.0364698 -0.0264988 -0.0360097 -0.056683 0.0168063 0.0254311 0.00527469 0.0116362 0.00114155 0.0229866 0.00292311 -0.0353507 -0.0124585 -0.00165154 0.00206986 0.000332411 -0.00429423 -0.0373699
internal_weight=0 206.001 126.049 45.0568 42.6023 9.98936 5.19049 80.9927 8.60712 72.3856 70.2578 60.5342 58.1427 3.59586 2.12776 9.72368 2.44911 7.27457 7.81029 6.59546 2.34671 32.6129 18.6581 13.9548 12.3987 8.79103 5.49779 54.5468 2.03898 46.9284 159.073 90.5447 83.6949 53.4251 3.67824
internal_count=69080 54819 14261 4841 4568 1212 579 9420 988 8432 8123 6977 6705 407 309 1146 328 818 886 755 275 3356 1949 1407 1232 930 644 6298 291 13381 41438 20679 18667 12119 746
shrinkage=0.1


Tree=58
num_leaves=36
num_cat=0
split_feature=3 3 15 9 9 8 3 11 3 5 5 5 3 14 10 5 5 8 8 9 9 8 5 15 11 3 10 15 15 14 14 10 3 3 3
split_gain=1.06323 0.424395 0.340979 0.310062 0.489195 0.730608 0.40108 0.455253 0.316753 0.305774 0.36701 0.301436 0.409238 0.332987 0.293091 0.291398 0.43372 0.443511 0.443496 0.316292 0.309531 0.357554 0.582842 0.357755 0.317103 0.280919 0.280444 0.27392 0.524381 0.272016 0.278827 0.26683 0.25986 0.587865 0.25855
threshold=0.024428707547485832 -0.34905114470166149 1.2991545835695379 -0.42447059611136456 0.13041441102901818 0.048542610836279164 0.82272368793201178 0.0073407681173917752 0.031213195994496349 -0.079395079887130557 -0.18401894088227563 -0.00053922424941236352 0.94712935904681228 -0.41832294676695575 -0.45142457785776546 0.09478381515654298 0.094608934686910687 0.10419481082589842 -0.20499038658515789 -0.53941000897146241 0.67971881347116203 -0.29161461229737512 0.21753664481091287 -0.010862224083276051 -0.0036846523090129841 -0.98436238089925598 0.68616721963547589 -0.081069313779902119 -0.40170792700279229 0.22572169179883553 -0.66840606041019679 -0.089370281006549576 0.43404098530299967 0.83914035267662268 0.041223062202334411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 11 -5 6 7 34 -7 10 25 12 -2 -13 -3 16 17 19 -18 -16 21 22 -17 -24 -23 -1 -21 28 32 30 -30 -15 -10 -34 -6
right_child=3 14 -4 4 5 8 -8 -9 27 -11 -12 13 -14 31 15 20 18 -19 -20 26 -22 24 23 -25 -26 -27 -28 -29 29 -31 -32 -33 33 -35 -36
leaf_value=0.057855825839095744 0.0042298574671891026 -0.058381643646502918 -0.043662979250218087 -0.018764908818022071 -0.0057046646650841049 0.071648147953880401 -0.070460429479553374 -0.016713215990511607 -0.064577855837246581 0.0066976310064698983 0.072108377534429308 -0.036819414131354637 0.058868635771196935 -0.0045699157303411963 -0.075580667995602355 0.1161071746868006 0.020918769452405041 0.021670751272950053 -0.026383744906681297 -0.00044105517413837249 0.039811590355334284 -0.013073281836254343 -0.037779185554779222 0.041860484875743495 0.010412017100349658 0.011367402034200051 -0.030210974045232042 -0.033421542256385377 0.14012406773960684 0.087629062361114993 -0.0018273245813355003 0.072791399975198429 0.17314788132022019 -0.071972089583687837 0.036226182582046344
leaf_weight=1.4915038475701283 10.925150496274002 0.86475762972258863 1.2558593199355517 44.985752278294967 1.7987533463092393 0.3724917596555305 0.52933697194203055 2.8646167172482828 1.3446757299534509 90.334195716413888 1.3677798045318912 3.4829507025424391 1.5674734816711851 3.19567861041287 0.58296020468696852 0.71871091572393853 2.373009279370307 8.6176583555206872 12.031556418631224 77.496944814578455 2.8869186133379108 9.4446385702722253 0.87100142263807434 1.6006365791545243 14.693628739623811 10.115582232341692 3.2991036656312636 7.5430890250681832 0.15047489409334946 0.58665374477277499 1.7207309653167606 0.51813541643787075 0.16368309562676575 0.24323094441206194 8.0592363785472099
leaf_count=277 2808 289 124 15935 410 114 203 580 235 10656 575 944 669 987 127 86 312 1794 2086 15228 465 2191 122 141 3324 2033 690 2489 59 193 704 207 78 106 1839
internal_value=0 0.00334374 0.00812987 -0.00939834 -0.0125023 -0.0014007 0.0148295 0.0183781 -0.0191394 0.00875948 0.0231146 0.00169424 0.0110855 -0.0146077 -0.000350203 2.25817e-05 -0.00248039 9.82372e-05 -0.0185911 -0.00218619 0.0086709 0.00538129 0.036844 0.0137956 0.00122287 0.0173411 -0.00165664 -0.0220168 -0.00158024 0.0282151 0.00958785 0.0062232 -0.0433896 0.0266286 0.0285752
internal_weight=0 240.046 104.565 90.0521 70.3627 25.377 13.2519 12.7226 12.125 103.309 12.9749 19.6894 12.4926 7.19676 135.482 134.617 104.401 89.9967 14.4046 81.379 30.2155 27.3286 3.19035 2.47164 24.1383 11.6071 80.796 11.7525 4.20945 2.45786 1.87121 3.71381 1.75159 0.406914 9.85799
internal_count=69080 40520 13665 28560 22945 7010 3032 2829 3978 13541 2885 5615 3477 2138 26855 26566 20237 17839 2398 16045 6329 5864 349 263 5515 2310 15918 3864 1375 956 763 1194 419 184 2249
shrinkage=0.1


Tree=59
num_leaves=36
num_cat=0
split_feature=2 4 4 13 10 7 10 10 15 15 2 7 4 7 2 15 15 14 10 4 15 13 15 7 2 15 13 15 14 15 15 10 4 10 15
split_gain=0.94258 0.512875 0.479866 0.491382 0.402781 0.368729 0.327008 0.74176 0.507991 0.472237 0.453029 0.446416 0.440737 0.424491 0.396362 0.309741 0.309954 0.361143 0.308484 0.307593 0.306682 0.29321 0.287277 0.369746 0.325589 0.283181 0.27894 0.38331 0.337951 0.455838 0.387322 0.357215 0.472351 0.344048 0.327995
threshold=0.00017659676086623224 0.00077002495527267467 -0.00011042247933801262 -0.0029099188534497059 -0.054307984383355781 0.59128186045535991 0.68616721963547589 0.68514466182472111 -0.034479314497467682 -0.12781747125341639 0.15931108593940738 -0.1873151854811996 -0.018900916911661621 0.27281500641278117 0.46586373448371893 -0.64297308184190516 -0.013689699134594814 0.27741927266513072 0.34980610408235863 0.00096805277280509483 -0.21360583116943091 -0.0021221323094648215 -0.1767983350927754 -0.12606739553626981 0.0069244359619915494 0.0078771916218260234 -0.003837415455811493 -0.64297308184190516 0.9240844842343251 -0.015300953672417522 0.3065614394561943 0.0077906592666197464 0.095621991902589812 0.013986471376791374 0.17386657568280703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 -4 7 18 10 13 11 -8 -11 -9 -12 -6 20 -18 -2 -3 -17 -10 23 24 -5 -24 -21 -28 30 -30 34 32 -32 -33 -29
right_child=1 19 3 22 15 -7 8 9 21 12 14 -13 -14 -15 -16 16 17 -19 -20 26 -22 -23 25 -25 -26 -27 27 28 29 -31 31 33 -34 -35 -36
leaf_value=0.0094891487049068995 -0.0015819957430478926 0.039758761183081331 0.0066435635497266443 -0.10386200928153262 0.11087642751868119 -0.060107742418304799 -0.031694003653019644 -0.011586059225381031 -0.00047958097146733741 0.017960693949122874 -0.093603435642394886 0.028649939426857798 0.11437700242071272 0.072064373100193257 0.012002812684670726 0.051824842891709022 0.089580671249891275 0.018514125689758309 -0.023614337595351753 0.010214807546496226 -0.034657137108129857 -0.073125305287985901 -0.044343746743828474 0.0079303012054232191 -0.019715945802011088 -0.02001647637600636 -0.030402235898412074 0.00024738947061240911 -0.03238891505327262 0.057996100359977154 0.0038637057658379528 -0.058339158367971003 -0.048283488541436256 0.034049570184451379 0.025018716577792855
leaf_weight=44.34156940333196 92.306555413013484 2.168872220645425 11.102220782893706 0.56210322584956918 0.53687581077974744 0.89418812142685133 1.8638429959537459 2.1822756999172275 0.74137667351169545 0.8055043308995663 0.94395324890501775 3.5820534285157919 1.1523959016194556 0.84020616929046799 0.56999895797343925 0.65293425774143532 1.3107062861854495 1.5735234989042508 6.82479344827152 29.481218764522055 1.1023232408042529 2.2171467039152031 7.4514626523450742 5.7022901545497025 2.5274381441558944 13.371328628745685 4.2219071905856245 64.264950702665374 0.75772010066430118 2.1166880886012214 8.2878576467992371 2.7865923413773994 2.1975959953415432 0.47123281382664561 5.8301857207115964
leaf_count=3769 23588 537 2787 82 49 175 387 380 162 115 179 795 170 117 203 82 156 155 1838 5910 147 482 2283 1535 646 3373 773 14186 109 313 1614 439 308 166 1070
internal_value=0 -0.00240365 -0.00621399 -0.0154058 0.0125706 0.00166805 -0.00285977 -0.00120689 -0.0202097 0.036451 -0.00545453 0.00799739 0.0747101 0.0116676 -0.053843 0.0389671 0.0306459 0.0508095 -0.00309883 0.00243418 -0.0024869 -0.054921 -0.0223222 -0.00716473 -0.0350253 -0.028722 0.00176191 -0.000978539 0.000454053 0.0341698 -0.000701894 -0.0160521 -0.00706558 -0.0449755 0.00230775
internal_weight=0 278.226 155.641 41.611 49.5179 11.9964 114.03 104.112 9.91837 4.98038 6.95985 5.4459 1.9579 3.02248 1.51395 5.17636 4.63949 2.88423 99.1313 122.585 1.75526 2.95852 29.6146 8.79183 3.08954 20.8228 120.416 90.9347 86.7128 2.87441 83.8384 13.7433 10.4855 3.25783 70.0951
internal_count=69080 64722 39297 10881 4358 2962 28416 26208 2208 782 1564 1182 285 497 382 589 540 311 25426 25425 229 644 7919 2263 728 5656 24888 18978 18205 422 17783 2527 1922 605 15256
shrinkage=0.1


Tree=60
num_leaves=36
num_cat=0
split_feature=3 12 13 0 0 0 13 3 9 3 8 9 8 0 9 8 12 9 9 6 13 8 6 12 8 8 6 6 9 8 7 12 3 0 0
split_gain=1.03661 0.345294 0.303358 0.276175 0.316836 0.288026 0.275896 0.47939 0.388245 0.448214 0.344378 0.335612 0.423111 0.335251 0.328754 0.521677 0.438397 0.407802 0.356629 0.364675 0.325429 0.320645 0.336513 0.299868 0.309806 0.291609 0.279459 0.484619 0.410312 0.343593 0.308753 0.274046 0.272396 0.357272 0.258234
threshold=0.019357662647962574 0.00088919426395353703 -0.0030505182422667595 0.23260983079671863 0.18980989605188373 0.65126898884773265 -0.0024988785308790377 -0.97867697905894591 -0.43280756751385263 -0.88024568142282067 -0.20058840869098327 -0.42447059611136456 0.11792997274682686 0.00062201870605349552 -0.19421047379619683 -0.055043980627227186 0.0037949904646725706 -0.1933372885291251 0.85628955194357415 -0.69881041803587041 -0.0044605687482098038 0.048542610836279164 0.017265839450226191 0.0054439591019199811 -0.31972958622585851 -0.076195589778311659 1.3716902487086879 0.96883765219455342 0.85569185724264685 0.0015563710750696772 0.11637060797624731 -0.011453456369681069 -0.99487913235407166 0.00024096216657198968 0.042634988203644759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 7 10 9 -9 -1 12 13 -10 16 23 -13 -17 19 -19 -11 22 -21 24 -16 -26 27 31 -29 30 -30 -8 33 -12 -23
right_child=1 3 -4 5 -6 -7 26 8 11 20 32 14 -14 -15 15 17 -18 18 -20 21 -22 34 -24 -25 25 -27 -28 28 29 -31 -32 -33 -34 -35 -36
leaf_value=0.011199044923899597 -0.003362328809364662 -0.0038286898770458115 -0.019240217115862726 0.022294032442095102 -0.042960907243345586 -0.014258593438763895 -0.018282806366927622 -0.085931621214073092 0.089942434264919671 -0.036970165834219304 -0.03317356779222419 -0.029597917960064203 0.091218764032926697 0.011026853331706341 0.052951769601323077 0.037873930777731331 0.0075227395938690534 0.035402443462852498 0.037745830224956811 -0.054440409940492679 0.01601003267262947 -0.024807833376626332 -0.0079149172148709531 0.0010995839990213076 0.013038576332124303 0.058463695640720105 -0.021773374239726501 0.049250516564802227 -0.05533016530042803 0.062343442545338384 0.033045677305427387 0.0016370720480337467 0.061917972333249527 0.051142803947269444 0.032239575709626503
leaf_weight=6.683040314092068 17.74611169808486 25.169101098126706 37.375912706780582 7.6152568846810009 2.2543412715021978 3.0069338175599114 7.2678293351418679 0.87798563507385541 0.59269250789657135 2.1249217098811641 0.85934600722976062 5.8550375868799147 0.90654271678067733 5.8686266124714166 3.3475090024148786 1.8379573640413589 6.9676100269134622 1.1289640123432008 1.2598650870349963 4.1733695840375766 2.5515600981889284 1.7247169742622648 2.4774766709670075 7.0114741071738527 11.177968669482647 1.6177434810524616 5.1959851968276771 3.8570972473244174 1.1780296876095238 0.5914761722087859 0.5949725278187542 138.8629039861662 3.4922114436922111 1.210366846025863 1.4696206699736647
leaf_count=816 5131 7953 12291 2654 602 1080 1627 101 30 370 53 1396 99 778 398 313 896 292 205 1025 400 364 641 959 1978 324 912 684 164 118 84 23419 394 187 448
internal_value=0 -0.00907077 -0.0141285 -0.00174299 -0.00704555 0.0119467 0.00341113 0.00839382 0.00487341 -0.0203719 0.0264981 0.0073156 0.0272419 0.0182657 0.00438221 0.00913883 -0.00942718 -0.00604621 -0.0126445 -0.0184294 -0.00806336 -0.0246024 -0.0371094 0.0183673 0.0258672 0.0187816 0.0010323 0.00181009 0.0291436 -0.00365604 -0.0256736 0.000646354 0.044881 0.0161346 0.001438
internal_weight=0 93.1677 55.122 38.0456 27.4234 10.6222 232.765 75.2166 62.9716 5.55447 12.245 57.4172 7.36786 6.46132 50.0493 37.2267 12.8226 14.072 12.234 10.9741 4.67648 9.84518 6.65085 23.1547 16.1432 12.7957 157.548 152.352 6.22158 2.36448 1.773 146.131 5.56192 2.06971 3.19434
internal_count=69186 29711 17422 12289 8555 3734 39475 12467 11017 871 1450 10146 907 808 9239 6947 2292 3288 2975 2770 770 2478 1666 3659 2700 2302 27008 26096 1050 366 248 25046 634 240 812
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=0
split_feature=3 14 4 3 12 1 0 7 12 12 12 12 3 0 1 1 4 0 12 14 4 14 1 5 7 4 7 7 0 0 5 7 5 1 1
split_gain=0.885479 0.404536 0.355776 0.352219 0.335137 0.323343 0.368611 0.41096 0.48071 0.345269 0.346323 0.326468 0.270114 0.265265 0.317995 0.273851 0.263267 0.258345 0.499168 0.388908 0.344647 0.4064 0.352713 0.296592 0.267722 0.262892 0.254907 0.336289 0.388723 0.266418 0.25189 0.313417 0.263912 0.251175 0.239754
threshold=0.019357662647962574 -1.2249552679552878 -0.019686942920088765 -0.53808851272333402 -0.0033467057431111175 0.0022462165215983991 0.017178652808070186 0.69907882363499496 0.0068744404265105585 0.0085527963590009068 -0.00088744569243278803 0.012838157477035051 -0.88024568142282067 0.28710842132568365 0.30986498296260839 0.38402198255062109 -0.00038981786929070944 0.035107797011733062 0.0033553083631755716 -0.05405186566406301 0.00049550831317901622 0.98898736375292373 0.05033280327916146 -0.34395906947415683 0.068472998674300345 -5.3578987717628471e-06 -0.52324175775925819 0.078054955713082699 0.00062201870605349552 6.6635722760111107e-05 0.26607787902318303 -0.40124815062340713 0.26244272569022292 0.33316639065742498 0.28541964292526251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 7 11 -9 10 -8 -3 -13 14 -6 34 -5 18 20 -19 22 -22 25 24 -21 -7 -14 29 -29 -28 32 -32 -25 -16 -15
right_child=4 5 3 16 13 17 9 8 -10 -11 -12 12 26 15 33 -17 -18 19 -20 23 21 -23 -24 30 -26 -27 27 28 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.031132122750519443 -0.016654610134262376 0.00094353058282264652 0.10455841956543371 0.075469787505597741 -0.0054293119827420631 -0.011097831955835436 0.0086801407745497241 0.06289662327096239 -0.0046253108962044948 -0.025141348753524959 0.063314863114930439 0.037314014480157774 0.050447336116417468 -0.0061158738779773158 -0.092908307256373904 -0.00087513619669027983 -0.028917684070839385 -0.0042858973737729131 0.0071234434861431762 0.030999744317290735 -0.0030741352711138453 0.10628742008427748 -0.061819885914704192 0.01240754773931179 0.14023242587110135 -0.043075607903138337 -0.072547507473268699 0.042325407612050753 -0.021472273797102648 -0.0068027952785044759 -0.098744568754860401 -0.003551396515097679 0.10689251893110779 -0.023921064616947447 0.04642729587723754
leaf_weight=0.50981997797498513 32.697130137084969 63.521179202249186 0.99133250559680175 0.45314651378430437 42.501580852478583 21.517950498015132 1.8893264036596518 2.5981175905908449 1.7744989731581879 0.90058542042970646 3.0065352510864605 4.7151125187956486 1.2210349783417758 1.2659761530085223 0.65584061626577694 10.161388055366841 0.51752800564281509 29.013020362319367 25.638634276758239 0.77423735283809836 24.578711659443801 0.34456449223216523 1.7160173253650999 28.878337294825545 0.31593721089302562 2.9197120639146297 0.7780374846188346 2.8079823505831882 1.4473271154420215 2.9663472586980788 0.37102577701443795 5.1009778875741167 0.29867773418663901 2.702485411449743 2.7654548725186032
leaf_count=61 10143 6685 52 78 12997 4055 291 184 119 122 362 391 106 455 185 3760 99 7222 4391 328 4765 59 446 6623 61 524 71 247 153 348 92 1504 36 1271 900
internal_value=0 0.00305504 0.0432933 0.0626325 -0.0085082 0.00262088 0.00739438 0.00566817 0.0354948 0.0317636 0.0422312 0.0039844 0.017845 -0.00407269 -0.00777005 0.00787422 0.0198142 -0.000335855 -0.00426191 0.00431557 -0.00997691 -0.00156221 -0.0179957 0.0112982 0.0626559 -0.0149184 0.00788933 0.00139348 0.0206264 -0.0204637 0.00968233 -0.0100059 0.0133748 -0.0373934 0.0299273
internal_weight=0 231.566 2.47183 1.96201 92.7499 229.094 87.6261 81.8296 4.37262 5.79645 4.89586 77.457 13.9358 60.0527 45.8599 14.1928 0.970675 141.468 76.7156 64.7522 51.077 24.9233 26.1537 35.7392 1.09017 24.4377 9.22073 7.99969 4.25531 3.74438 34.649 5.472 29.177 3.35833 4.03143
internal_count=69186 39475 290 229 29711 39185 9079 8304 303 775 653 8001 1316 19568 14453 5115 177 30106 14240 15866 9849 4824 5025 8644 389 4579 925 819 400 419 8255 1596 6659 1456 1355
shrinkage=0.1


Tree=62
num_leaves=36
num_cat=0
split_feature=2 1 9 9 9 1 9 9 9 9 8 8 1 6 6 8 9 8 9 6 6 6 6 6 7 1 8 10 1 2 2 9 9 7 8
split_gain=0.79058 0.473946 0.420683 0.383889 0.655285 0.481959 0.349403 1.23576 0.501429 0.733254 0.619854 0.521681 0.367859 0.358775 0.340427 0.33376 0.331477 0.395066 0.389863 0.328029 0.324131 0.317603 0.502131 0.427101 0.368898 0.314694 0.309077 0.306988 0.297588 0.75927 0.44673 0.610214 0.538467 0.606355 0.511047
threshold=0.0052240139339119205 0.0019463392090983691 -0.42447059611136456 -0.53355871336626615 -0.53406456273399316 0.010885962285101415 -0.19421047379619683 -0.1942085329469812 -0.42447059611136456 -0.42449237182921723 -0.013434106142721359 0.13036878094535045 0.016177829355001453 -1.0402777586452083 -0.20224220099382192 0.16605684655837319 0.85628955194357415 0.026226909176758611 0.85628611699070711 1.8546462401477581 0.96883765219455342 -0.9296461138336195 -0.89145090760685808 -1.4316761955078621 -0.26485269091521041 0.24091210961341861 -0.52845011521399876 0.85749850443067299 0.18354649096727374 0.055954772979021079 0.12762732803821566 -0.17862840364693214 0.81804581183528968 0.052771586420768832 0.085711103636622987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 4 15 -6 8 -8 9 10 -5 -11 -12 -10 -2 -3 18 25 19 28 -20 23 -23 -4 26 -18 -24 -26 30 -30 31 -9 33 -33 -34
right_child=1 3 21 6 5 -7 7 16 13 11 12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 22 24 -25 27 -27 -28 -29 29 -31 -32 32 34 -35 -36
leaf_value=-0.0022802900139545306 0.017112298024467912 -0.028448566724196933 -0.02611041503938575 -0.052385565509378368 -0.01510477587942375 0.03464919109087132 0.031511453125038856 -0.050263304789128993 -0.06408759135730642 0.011446992125043869 -0.079522045530678875 0.085234609295570238 0.00085282809574941201 -0.018871132201388689 -0.0051466248049999875 0.017431031803370488 0.060747669464701483 -0.0054445969512778095 -0.033360317327499146 0.1195862529840922 0.023455564331280446 -0.091794432229239553 0.045570498299648959 0.046645209926129999 0.012378354801944982 0.0038964232517465138 -0.009204298740608156 0.058605408481773293 -0.04889768964402863 -0.0062620354809449236 -0.023386593201083473 0.0090775268302847704 0.065900255579432909 -0.015686977500489245 -0.033533983816857904
leaf_weight=34.739383844920667 17.273632821379582 5.29518675027066 0.97733179647184432 3.5433761188760409 2.5137506695464262 8.6346896761970111 9.0754674624185991 2.2385053879988766 1.8597531758259709 7.5216872552409768 0.60506727296160434 1.0980347762815652 9.6682865060283785 31.097372074593295 11.409174975095082 2.263347169093322 2.1456149613077273 6.3116637227903993 9.2368924500769918 0.20554959127912198 1.1265758825466026 0.48889716423582186 1.1219316426431749 4.6257394365384235 52.344847889833545 1.7825822020240591 12.594223623713331 1.4771170110907395 5.5112641317537081 17.251094411862141 9.1230756766090035 28.054967704440067 2.3527536180336024 15.267668168118687 0.66240313556045283
leaf_count=3170 1816 1432 166 789 363 1835 1993 642 508 1429 137 179 2926 9856 1626 791 380 1569 1786 87 248 64 131 565 7746 326 1901 182 1680 7030 3870 7484 381 4005 93
internal_value=0 -0.00369989 0.0067904 -0.00555948 0.00801986 0.0234307 -0.00709218 -0.00383905 -0.0135725 -0.00204138 -0.0163203 0.0208465 -0.00388099 -0.0214227 0.00825835 -0.0147103 -0.00700702 0.0100511 -0.00892586 -0.00658019 -0.0271841 0.01107 0.00918515 0.0339546 0.00991612 0.0349491 -0.00472392 0.013647 -0.0069025 -0.0165851 -0.00308274 0.000730511 0.00319394 0.000350075 0.0440554
internal_weight=0 213.129 108.369 184.447 18.707 11.1484 165.74 110.346 55.3936 22.4365 13.8167 8.61972 10.2734 32.9571 28.6828 7.55853 101.271 10.2399 91.0308 80.6673 10.3635 73.6301 68.027 5.60307 67.5381 3.9282 13.7162 53.822 80.4617 22.7624 57.6994 48.5763 46.3378 43.3226 3.01516
internal_count=69186 55261 13925 51819 4421 2198 47398 31574 15824 5460 3852 1608 3063 10364 3442 2223 29581 2275 27306 25272 2034 10755 10024 731 9960 706 2032 7928 25185 8710 16475 12605 11963 11489 474
shrinkage=0.1


Tree=63
num_leaves=36
num_cat=0
split_feature=1 13 12 13 13 12 15 11 15 13 0 12 1 0 1 0 1 10 10 15 15 13 11 12 15 10 10 0 15 15 1 12 11 0 5
split_gain=0.710967 0.35864 0.298975 0.298305 0.325273 0.269455 0.23813 0.454396 0.24963 0.388686 0.293979 0.280571 0.202401 0.412974 0.325538 0.258867 0.293029 0.348741 0.235061 0.207126 0.205019 0.214794 0.199595 0.194937 0.26353 0.301624 0.232369 0.42739 0.192058 0.188378 0.364636 0.186257 0.270477 0.182865 0.416574
threshold=0.005900733871385456 0.0035854198586196388 0.0042694438885119692 -0.0070015484645458556 -0.0094124046086568585 -0.0020920344891067599 1.0829554349794186 -9.1530944574012566e-05 -0.14018268785655799 0.0097753267700492613 1.4967616607464153e-05 0.0009513835197833562 0.10019987449049951 0.10456800088286401 0.18354649096727374 0.015717889182269577 0.026849903166294101 -0.035422827126154015 0.81934963376723025 0.20174580220865032 0.15936522869122635 0.00052666396254779583 0.00029319966540720715 -0.003422607242950976 -0.12516294310124407 -0.19124721547363446 0.63734005427062967 0.086253304034471526 1.0000000180025095e-35 0.12833417155530477 0.00068840666790492844 5.6761720252712033e-05 -0.011936678542709059 0.01858292426913977 0.050003464190990374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 33 4 29 -6 8 -8 9 -5 11 -10 15 14 -14 16 19 22 -15 -2 21 -16 -18 24 -12 -26 -25 -28 -19 -1 -31 -7 -33 34 -3
right_child=1 2 -4 6 5 31 7 -9 10 -11 23 -13 13 18 20 -17 17 28 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.0031037554188450825 0.0022320424630208921 0.022684095069374181 -0.00027140089604958472 -0.00030576812611190541 0.0026385184972500535 0.095561420684562928 -0.068868750894200456 0.012659784615252828 0.075612696821100056 -0.054157413118016431 0.0700094971261319 0.018093205804589344 -0.0095616452112237231 -0.0025859044802564787 -0.062869039500007773 0.0046319445943094123 0.035069504596127052 -0.10217733178047367 0.066897145450645554 -0.022378452424330075 0.027279469456217009 -0.010125183677819167 -0.047271333332436549 0.0072607842005366395 0.016525033739986282 -0.017714635787694458 0.050010010615174696 -0.042744839932130199 -0.013020449206889571 0.081316241434061409 -0.018609179672608851 0.0019522694858728554 0.060053701404398863 -0.020526518005717902 -0.033043622183705566
leaf_weight=9.9674938319221855 13.897914178218349 3.2241189145133857 15.99402560760427 30.43881748301283 1.6652611243771387 0.74241915188031171 1.2766960658482278 1.4716092586750154 1.144823613052721 1.4020316532696586 0.45488805621425754 3.2711684897076339 7.3576827992947056 51.984687197502353 3.1522363685144228 67.470176965607607 0.6500145186291777 0.89849111916555446 0.49148462322773312 4.5358481374569228 0.37457973486743856 1.0225799761610685 0.53807844100083457 47.088038705784129 3.6666829874302485 8.6240347907805681 2.8830059329047795 0.60018058004789043 0.3304858987685293 0.90365420293528476 0.61283798553631641 1.2063949285075066 2.3856812101730616 26.193982412629339 2.2970411648857407
leaf_count=1143 2668 737 4393 3297 227 65 113 128 68 236 82 222 2269 15951 1131 16892 164 161 159 731 162 408 143 5821 517 1388 313 81 71 66 86 117 218 8418 540
internal_value=0 -0.00385058 -0.0114187 0.00588689 0.0179583 0.0368289 0.00382425 -0.0252134 0.00462571 -0.00267699 0.00805867 0.0330048 -0.00148607 -0.00575015 -0.0225635 0.00162232 -0.00811637 -0.0408546 -0.00193514 -0.00382366 -0.0435912 -0.04995 -0.00222205 0.00631882 -0.00473364 -0.00749993 0.0091044 0.0340276 -0.078202 0.00809945 0.0409348 0.0499645 0.0405404 -0.0170404 -0.000501043
internal_weight=0 200.413 47.7092 119.806 17.4837 5.99976 102.322 2.74831 99.5737 31.8408 67.7328 4.41599 152.704 64.3833 11.9071 88.321 20.8508 2.41707 52.4762 18.4338 4.5494 4.17482 1.18809 63.3168 12.7456 12.2907 50.5712 3.48319 1.22898 11.484 1.51649 4.3345 3.59208 31.7151 5.52116
internal_count=69186 54998 14088 14188 1922 627 12266 241 12025 3533 8492 290 40910 20080 3970 20830 3938 539 16110 3399 1701 1539 307 8202 1987 1905 6215 394 232 1295 152 400 335 9695 1277
shrinkage=0.1


Tree=64
num_leaves=36
num_cat=0
split_feature=3 4 1 9 9 8 4 3 11 8 3 4 4 11 10 9 3 10 11 9 10 12 10 4 4 3 9 8 11 4 4 10 8 8 4
split_gain=0.909409 0.584048 0.439857 0.319628 0.770855 0.495209 0.432347 0.314684 0.302771 0.294855 0.292617 0.279172 0.482146 0.273781 0.354528 0.313167 0.463918 0.524358 0.29709 0.269577 0.262504 0.280477 0.64926 0.495834 0.415872 0.368984 0.597986 0.399232 0.437449 0.300123 0.571982 0.293682 0.272435 0.267512 0.261494
threshold=-0.19225290021859107 0.00024091510567814114 0.016177829355001453 -0.42447059611136456 -0.42449237182921723 -0.019257983786827297 6.9435918703675281e-07 0.9317815602553311 -0.059865053137012125 0.40695361115535683 -0.14319682680070397 0.035655122250318534 0.13018346577882769 0.0043457246192516548 0.008913268597323205 0.40466098322526595 0.88230527774430823 0.011229365765181449 -0.026085425035558791 -0.53355871336626615 0.011755564563059847 0.0031854261398412448 -0.10340440741276374 0.32918251678347593 -0.16279495507478711 -0.97867697905894591 -0.51558824772356027 -0.18733724008819619 -0.019410246140274062 -0.00048642628826200957 0.037512488663196571 -0.19654991179956058 -0.15034982867569371 -0.388394166977444 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 10 4 5 -2 7 19 -4 -8 -3 -12 -13 15 -15 -5 17 -17 -19 -7 21 22 -1 25 -24 26 34 -27 -29 -26 -31 32 -28 -32 -23
right_child=1 2 8 13 -6 6 9 -9 -10 -11 11 12 -14 14 -16 16 -18 18 -20 -21 -22 23 24 -25 29 27 31 28 -30 30 33 -33 -34 -35 -36
leaf_value=0.020004939101193983 -0.027647140213138743 -0.01827266456302366 -0.099407169109270374 -0.012362113761406033 0.039901403526998239 0.030826767510227795 -0.02869770671846893 0.071750497659731557 -0.003236980506077148 0.088914473465804111 0.023175929789067684 -0.013474697937512379 0.016917747564821818 -0.01078414862478254 -0.032650637418779792 0.030929895736180386 -0.064997667840180934 0.037414886111204582 -0.012126375285536945 -0.0058013316075787216 0.024746663606014123 0.011601683148674748 -0.082301777923584937 -0.058226321165548704 0.0059208806058830728 -0.0038888877553663655 0.036327880054383234 -0.024544403197681523 0.022971890362572786 -0.018644530770738937 0.077010416868734985 0.053054020911576939 -0.033081149906364932 0.0099736341481412513 -0.050584739021338282
leaf_weight=14.468602180182641 7.2209622841328445 3.3453652623720691 0.32946009648730878 36.362790633524128 4.3188275923021129 3.6671866387187055 3.8333381780830669 0.94436472348752509 51.503083746536504 0.22570968052605156 14.944014229215098 8.3580079077510181 13.90136322074977 20.495916812262294 11.617451051999522 6.1364546204495189 0.92838829075480944 1.3904781696910529 9.3502778657420951 4.4446976845792907 8.1997704365703594 1.9245713800191881 0.67426889188936812 0.98770315274305076 19.923578276851909 15.330247269295791 1.6619184950686761 2.1809105244465163 17.359828039567226 19.053551483644704 0.68683465220965434 6.3596370591694713 0.8571622893177836 4.4654267816222264 1.0424582108389575
leaf_count=2850 1261 421 54 11369 697 916 1108 418 15148 109 2515 1336 1717 7193 3309 1300 396 275 1952 1215 1813 141 96 162 2626 1686 164 289 2112 2788 83 693 84 710 97
internal_value=0 -0.00361845 0.00225485 -0.00850937 0.00153194 -0.00661661 0.00496229 0.0171176 -0.00384826 -0.0221577 0.0100563 0.0126037 0.00550591 -0.0113787 -0.0186947 -0.00704146 0.00382444 0.00761023 -0.00571286 0.0107573 0.00750298 0.00618125 0.0015876 0.0118888 -0.00435998 0.0133712 0.0286194 0.00819137 0.0176687 -0.00316908 -0.0106509 0.0416076 0.0127102 0.0189101 -0.0102474
internal_weight=0 203.318 92.3813 110.937 24.6551 20.3363 13.1153 9.05625 51.8325 4.05905 40.5488 37.2034 22.2594 86.2818 32.1134 54.1684 17.8056 16.8772 10.7408 8.11188 115.176 106.977 59.2723 47.7044 44.8037 46.7167 11.8457 34.871 19.5407 44.1294 24.2058 8.87872 2.51908 5.15226 2.96703
internal_count=69103 52709 21191 31518 5724 5027 3766 2549 15202 1217 5989 5568 3053 25794 10502 15292 3923 3527 2227 2131 16394 14581 9153 5428 6303 5266 1179 4087 2401 6207 3581 941 248 793 238
shrinkage=0.1


Tree=65
num_leaves=36
num_cat=0
split_feature=3 2 2 9 9 7 4 12 12 2 9 6 3 3 9 3 6 4 12 4 8 4 2 8 12 4 4 12 6 4 4 3 12 6 4
split_gain=0.753576 0.51669 0.533633 0.531956 0.36868 0.380296 0.336861 0.342987 0.330932 0.329647 0.413304 0.425046 0.311303 0.303558 0.505558 0.339934 0.296286 0.376104 0.292183 0.358312 0.28928 0.282001 0.311946 0.325026 0.298099 0.272505 0.630208 0.330303 0.264975 0.264843 0.328044 0.281784 0.401516 0.470784 0.26149
threshold=0.19456007843837145 0.00017659676086623224 0.19110690802335742 0.24591019851037241 0.85628611699070711 -0.065812930604430428 0.25744413677603012 -0.0042526035495257441 -0.0032612461426268719 0.0010510351858101787 0.85628955194357415 -0.56707158757271081 -0.064104063436388956 -0.11277455650269984 -0.17862840364693214 -0.11785222974140196 0.50046970979227734 0.003963898867368699 0.0067281182323877618 0.061461763456463821 0.036476073317587017 0.13018346577882769 0.019573113881051544 -0.1956755695158279 -0.010330229862003198 -0.00048642628826200957 -0.001827939413487911 0.012137773073300209 -0.57934079559666407 -0.011248182039707897 -0.0063575562089681617 -0.91351615603343805 0.011176040481065236 0.52091907750019129 -0.0051118233241140834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 13 25 7 -1 -2 -7 11 -11 -13 14 15 -3 -5 34 -16 -20 -12 -15 23 -23 -24 26 27 -6 -27 31 -31 32 33 -9 -18
right_child=8 2 -4 16 5 9 -8 29 -10 10 20 12 -14 21 18 -17 17 -19 19 -21 -22 22 24 -25 -26 28 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=-0.013143673020593131 -0.023460619797338624 0.00063941048431905348 0.036091398523112272 0.068118153560972228 -0.041049105385446275 0.032664213365617853 -0.052795161091236158 -0.01219647618089433 -0.005096849890696014 -0.10428421273132785 0.043779127788660797 -9.5508270803336929e-05 -0.039445819332987991 -0.0034391298997253645 0.026154400056027462 0.066690343880752692 0.025837270724870316 0.075312752745766529 -0.048103627475269563 0.030240500529239385 -0.016274353479620144 0.033875239571080011 0.069785689130038783 -0.032784155858781978 0.013173918303282253 -0.10559582504146488 0.068598276840570072 0.050216413738161159 -0.027754365665763225 0.058848334831453145 0.01558347193232883 0.023936242766257013 0.028653941858524514 -0.092043196682187536 -0.062761799781878985
leaf_weight=5.6134825017506946 15.625238512518989 50.059074961805891 4.1325764745561164 2.4550157307239706 2.2053152837324896 2.5760917511070174 0.87684238075598742 3.9777365212212317 26.382897632525783 0.52443990018219011 2.3227591129252683 6.7401756981853405 2.8649688932346118 107.01127268900018 15.577503708442238 0.79149835370480914 0.73155461792885046 0.71401784126646806 1.256185933696542 1.0906122686938031 1.2252380866702877 0.99403485908987965 1.0043505466892391 2.76920476992382 12.587861699073979 0.45825596217764442 0.9925774073926722 0.48348930478095997 9.5639422574749933 1.8899775638710696 24.09545088188316 3.1809596731618459 1.7629853518446905 0.90675810603715934 0.61162054492160689
leaf_count=667 5747 7593 1389 265 375 331 124 413 10532 74 411 1059 563 27115 3987 135 80 76 330 268 212 108 155 492 1869 80 155 79 1677 155 2012 274 135 104 62
internal_value=0 0.00245614 0.000485232 0.0120223 -0.00017432 -0.0104963 0.00854098 0.00983921 -0.0119274 -0.000150808 -0.00633132 -0.0166192 -0.0118327 0.00142667 0.00675781 0.00166751 0.0446612 0.0166682 0.0211988 -0.0116953 0.0230407 -0.00152145 0.0103027 -0.0151765 0.0173571 -0.022767 0.000500353 -0.0246381 -0.0313136 0.0134416 0.0187302 -0.000541142 -0.0122541 -0.0270192 -0.0145067
internal_weight=0 274.048 227.231 46.8164 223.099 29.9573 42.3042 41.4274 42.0081 16.2537 13.6776 10.1296 9.60514 193.142 68.7749 50.8506 4.51221 2.05719 17.9243 2.3468 3.548 124.367 17.3555 3.76324 13.5922 13.7036 3.68138 2.6888 10.0222 35.8139 25.9854 9.82844 6.64748 4.88449 1.34318
internal_count=69103 52824 48457 4367 47068 5016 3884 3760 16279 2650 2319 1696 1622 42052 12313 7728 483 218 4585 598 623 29739 2624 600 2024 2366 609 454 1757 3093 2167 926 652 517 142
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=0
split_feature=2 13 2 9 14 12 14 2 14 9 2 2 12 15 9 2 7 15 13 15 11 13 12 14 12 13 11 2 12 7 7 14 12 9 15
split_gain=0.662945 0.364675 0.467479 0.284889 0.342801 0.693767 0.283603 0.260349 0.246096 0.236299 0.241774 0.371513 0.222999 0.215408 0.188842 0.370554 0.185621 0.185494 0.178071 0.276807 0.286223 0.261778 0.422593 0.335428 0.279044 0.276766 0.254892 0.210354 0.195035 0.188418 0.181142 0.17564 0.164596 0.161537 0.299364
threshold=0.0004579782253131271 0.00019085910294514331 0.97932046651840221 -0.30664112875213934 -0.15688776073586994 -0.0001819103943705256 0.20063563990685943 1.8595091205497741e-05 -0.032223774951328395 0.86225639961044509 0.12762732803821566 0.13052098453044894 -0.018471922918781185 -0.74341800025384042 -0.53764468070664428 0.026372125372290615 -0.10244873080370494 -0.78272263079971327 -0.004087388749767871 0.44601399298428451 0.0094297285346981886 0.00038333524283375002 0.005209472410802639 0.27741927266513072 -0.00082932197309745716 -0.00018928969199465928 -0.009816124164093238 0.00037328619509935384 0.0075242469065151711 -0.27107385559489522 0.068472998674300345 -0.74726958241868446 -0.013195570085916847 0.85628611699070711 -0.31174231899297439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 6 4 -1 7 12 -6 -7 10 14 -12 31 -5 15 -2 -17 -9 19 20 29 22 24 28 25 -20 27 30 -24 -15 -23 -3 -13 -16 -35
right_child=1 2 -4 13 5 8 -8 17 -10 -11 11 32 -14 18 33 16 -18 -19 21 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.010160644599184351 -0.10433091882565759 -0.1038624265767068 -0.038258052482363934 0.047431098750181727 -0.016256930139010174 -0.028299959453303849 -0.01360778517016923 -0.037236755370174991 0.019864047557953374 0.026964762588693014 -0.081546480972853524 -0.030712175265210313 -0.00097083396831427495 -0.018645369392308531 0.0054249843476293306 -0.063120016690028508 0.038296189566261872 -0.10126294102607357 0.0016045414980253973 0.067677585613402688 -0.043645351329058661 -0.018185566195074009 -0.055641032035188359 -0.079375479097602064 0.031914600166583214 -0.08533115747187113 0.031323712723612333 0.058467582032439694 0.0063461725775354185 0.024289264017507823 0.034690078718360294 -0.021171904601968609 -0.0028120771631576797 -0.046738468786823299 0.0004137568900429007
leaf_weight=15.205028326716276 0.47726804949343093 0.28596795719931867 4.2542719895336623 1.9616415083000891 1.1986343241296711 1.4563961410312911 26.537582020817354 0.75058741075918067 3.9062025625025836 3.662020925039541 0.648083977765057 2.2943922253689406 88.006225419911061 1.1118400898703811 86.900968133546485 0.2641818115953356 0.56956269062357023 1.1393738345650488 2.6162956651605787 1.1948943269089785 0.72484644831274714 3.2481402838602635 0.7211780513571292 1.0614194092486284 3.1454771032895241 0.42579576263960905 6.1454372946900557 0.54614744073478494 1.7138008785914278 12.668505317047673 0.80933415156323452 2.5243655179001498 26.969800033708452 1.6894931711722163 6.6316785512026382
leaf_count=1151 75 51 2068 161 76 118 5622 68 295 802 149 719 22193 187 19046 49 180 137 405 98 74 478 83 88 426 61 865 68 162 1466 102 828 9424 277 1051
internal_value=0 -0.0017572 -0.00569421 0.00980545 0.00118607 -0.0149606 -0.00451372 -0.0527139 0.00678347 0.00192263 0.00119738 -0.006658 -0.00185634 0.0151579 0.00363149 -0.0340629 0.00616126 -0.0758353 0.0134058 0.0214145 0.0176035 0.00725226 -0.00467275 -0.0324625 0.0110303 -0.0105637 0.0179957 0.000203867 -0.0120128 0.0208252 -0.00763859 -0.0295862 -0.00499952 0.00415046 -0.00915982
internal_weight=0 251.716 121.608 61.751 23.6562 8.45119 117.354 3.0886 5.3626 130.107 126.445 29.9123 90.8166 38.0948 96.5332 1.31101 0.833745 1.88996 36.1331 15.7001 14.5052 20.433 9.68397 3.4964 6.18757 3.04209 10.7491 4.60362 2.43498 13.7803 4.05747 2.81033 29.2642 95.2221 8.32117
internal_count=69103 62534 30762 6569 1845 694 28694 281 413 31772 30970 10292 23072 4724 20678 304 229 205 4563 1825 1727 2738 1225 333 892 466 1513 648 245 1653 580 879 10143 20374 1328
shrinkage=0.1


Tree=67
num_leaves=36
num_cat=0
split_feature=3 4 6 5 1 5 5 5 5 5 0 1 6 6 13 4 6 0 6 1 0 5 3 6 5 8 6 6 3 6 4 8 5 3 0
split_gain=0.679807 0.564286 0.376962 0.469008 0.360179 0.297704 0.389236 0.46563 1.09889 0.592399 0.312246 0.313334 0.284226 0.295411 0.281211 0.334604 0.346622 0.372853 0.812635 0.39947 0.262501 0.256977 0.242128 0.23547 0.227606 0.227581 0.218992 0.325423 0.239852 0.21801 0.213314 0.212356 0.209169 0.267271 0.312264
threshold=-0.19225290021859107 0.00024091510567814114 -0.019356213570188904 -0.36947435569233172 0.0072239353321492681 -0.076875149138644447 -0.07683836389876296 -0.064941478010096754 -0.063918118103168664 -0.050952514557819545 0.037535483017563827 0.034505181014537818 -0.7819446787197194 -0.86432379282945571 -0.0023169844210605872 -5.131034413352608e-05 -1.0128702466514292 0.0010065155802294614 -0.096909085532741246 0.00050518277566879999 0.20640246570110324 0.094608934686910687 0.019357662647962574 -0.56034500011428268 -0.092744423787237046 0.59620197729983426 -0.70722767058753111 -0.83789932803690581 -0.069217756623402224 -0.2694035933744624 0.051938146352767951 -0.30046923003581166 -0.08459360350370114 -0.98436238089925598 0.0018531299429014327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 14 3 -3 -5 24 -7 -8 -9 -10 22 -12 13 -13 26 16 -16 18 -18 -19 32 -20 29 -14 -6 -17 27 28 -2 -11 -26 -4 33 34 -1
right_child=1 2 31 4 5 6 7 8 9 10 11 12 23 -15 15 25 17 19 21 -21 -22 -23 -24 -25 30 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.018774586247893018 0.06744426043271215 0.085675510890227624 0.027250673065755085 0.016358536430747798 -0.0065874807465203192 0.048731128140798205 -0.047614516645111293 0.11410030381688921 -0.093051912437305415 0.014035039611258272 0.055636898491406142 0.017381064274944086 -0.028302553757540285 0.10751372884111919 -0.04671093432239877 -0.025589970528724967 0.017852705222823267 0.075917404905221197 -0.051243281599335382 -0.0047562423684213255 0.037596114673587297 -0.12309054960951343 -0.040653050171743074 0.010386795271232256 -0.029691407795073649 0.064468004903055473 -0.0039434349845409227 0.049033871794235809 -0.013392701350163653 -0.032646903427416336 -0.12273493677170128 -0.0084161789330007581 0.0043363108307037266 0.012670886308551614 0.084992938826748798
leaf_weight=0.39415881023160082 0.42557848198339376 0.75528185941220627 1.7736483840126336 22.537548542226432 11.107420847045431 2.0337197601329526 1.6786812465725258 0.91802090744022891 0.63231544948940666 3.4359249033150263 1.6365515803627193 1.1198688445729201 2.0371574685195872 0.53848332959024148 2.1947948801735029 16.281115059304287 1.639111011347268 0.62188249075552349 1.5364610665419598 47.172373237419379 2.687439083049866 0.73642676603049029 2.0357600899005774 6.9054736854013603 1.5060794023447659 0.28552290757943311 33.036770179882296 2.0584052865597178 2.6688157812241116 1.4113394530431786 0.29460191886755627 28.373597822233933 96.477525274243817 11.919539597849505 1.0974235916328323
leaf_count=71 73 169 235 2838 2993 497 479 291 191 721 337 361 629 129 657 4804 202 89 176 14990 620 103 624 2210 406 124 9072 546 682 357 71 7653 12502 2900 301
internal_value=0 -0.00300203 0.00281967 0.00736656 0.00637798 0.000346106 0.00684699 0.00303571 0.00714901 0.00217842 0.00532768 0.0149115 0.00862447 0.046648 -0.00786329 -0.0116084 -0.00778817 -0.006136 -0.0358175 -0.00370654 0.00671811 -0.0745222 -0.0117118 0.00157325 -0.011934 -0.0240378 -0.000952789 0.0182215 -0.00227502 0.000443028 -0.0449139 -0.0063178 0.00596295 0.0176648 0.0575718
internal_weight=0 199.389 90.7315 60.5842 59.8289 37.2914 24.3833 22.3496 20.6709 19.7529 19.1206 12.2375 10.601 1.65835 108.657 70.4677 53.901 51.7063 3.912 47.7943 112.576 2.27289 6.88302 8.94263 12.9081 16.5666 38.1896 5.1528 3.09439 4.84726 1.80068 30.1472 109.889 13.4111 1.49158
internal_count=69103 52709 21191 13303 13134 10296 6826 6329 5850 5559 5368 3666 3329 490 31518 21145 16217 15560 481 15079 16394 279 1702 2839 3470 4928 10373 1301 755 1078 477 7888 15774 3272 372
shrinkage=0.1


Tree=68
num_leaves=36
num_cat=0
split_feature=1 0 1 7 7 4 4 7 10 10 12 12 10 0 11 4 13 10 10 12 1 13 10 1 4 13 11 13 0 7 4 7 4 0 11
split_gain=0.662772 0.303736 0.298831 0.282754 0.391566 0.274411 0.247811 0.469959 0.255205 0.247533 0.243972 0.253866 0.237988 0.236223 0.232466 0.211351 0.213639 0.24309 0.207073 0.274355 0.204475 0.290995 0.202749 0.198446 0.198188 0.190117 0.203553 0.188029 0.236613 0.224476 0.202497 0.198082 0.196994 0.186823 0.334753
threshold=0.030344208702445034 0.035613901913166053 0.18354649096727374 -0.075279216914541106 -0.1557412699199586 -0.0043315207585692397 0.00024091510567814114 -0.092202471338110312 0.07856403904489774 -0.094700942253017131 -0.0027516291115823924 -0.0031755104348787709 0.012309825576513949 0.019146846607327465 -0.0085910337848216865 0.66089826868847024 -0.0024382535573783566 0.25120530173337158 0.011079970669718121 0.0068744404265105585 0.055829361081123359 -0.0094124046086568585 0.34980610408235863 0.069930803030729308 -5.3578987717628471e-06 -0.0030505182422667595 0.0028608646527738062 0.0034360503682768933 0.054882526397705085 0.48679613111552772 -0.093760978896170841 0.40282264713040555 -0.25459307432174677 0.064063169062137618 -0.0040612501971260852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 10 20 7 8 24 -9 11 -2 -5 -4 -11 27 -17 -18 19 -16 21 -3 25 33 -7 -6 -27 32 29 30 -29 -32 -1 -22 -35
right_child=1 5 13 12 22 6 -8 9 -10 14 -12 -13 -14 -15 18 16 17 -19 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31 31 -33 -34 34 -36
leaf_value=-0.048816925374845888 -0.026263479658059044 0.084006628133468431 0.005208033699153708 -0.012047038407256939 0.0019505704366832922 -0.011403945586539316 -0.00061379692285889629 -0.016540811435976823 -0.06137217147923904 0.02069122476668778 0.0078961778675612875 -0.13437799774975998 -0.047176925112996287 -0.074319647219152837 -0.0031030728987861424 0.073691373237460819 0.052710187564291446 -0.042310149407839809 -0.022126231852840936 0.039447448851580073 0.0017425016563743755 0.014007398213669997 -0.020995769792138685 0.0046743772630169437 -0.036202751772577875 0.107014577148728 0.0077196116696656132 0.033558811013570188 0.027995137764635254 0.031886523850276696 -0.0060206098450278833 -0.057311888035496521 0.0060611623451499903 -0.11373658666406508 -0.0098241103601588442
leaf_weight=0.65743473618931503 1.2635510248655917 0.69158414125558909 0.49929322937532461 5.5776239949627762 0.42369660385884333 8.6109648422643641 45.547948178867955 10.720499335591734 1.7360898303377315 5.1053142899036166 2.0625030189112294 0.26226939848857034 2.9474961928644916 1.4824059543461769 10.546580962109156 0.87629901236505237 0.5624114565871412 0.51648771102190949 4.4654214753099941 1.7695617537392525 1.3342581943579745 4.2037200961649459 0.40664897984242987 21.095962703211626 5.1500914680655105 0.79084202609374077 0.27939134673215449 1.2656885182586837 2.4558239800535366 1.6608557128784003 33.623282984353864 0.77018204195337503 129.58890438850085 0.51875813235528767 0.77046233313012613
leaf_count=115 341 150 223 1650 120 2567 13533 3742 535 1216 526 28 786 470 3114 76 101 54 1493 610 397 1274 91 7704 1468 179 85 236 520 227 5943 134 19093 99 260
internal_value=0 -0.0049768 -0.0179351 -0.0127953 0.00490706 -0.00328151 -0.00590018 -0.0109056 -0.025243 -0.00409158 -0.0145312 -0.044847 -0.0241929 -0.0542825 0.00200623 0.00432234 0.037013 0.0072223 -0.00367815 0.00301051 0.00528907 0.0238965 0.0416068 0.00144879 -0.0206849 0.0586472 0.081093 0.00394641 -0.00207131 -0.00404982 -0.00572359 -0.00716919 0.00578416 -0.0244888 -0.0516366
internal_weight=0 138.263 15.9957 14.014 5.4889 122.267 93.6525 48.1045 15.4971 32.6074 3.58832 1.52582 8.52512 1.9817 21.8869 171.977 1.9552 1.0789 16.7816 12.3161 28.6147 4.8953 1.90058 23.7194 13.7611 1.49393 1.07023 170.022 39.7758 37.32 35.6592 34.3935 130.246 2.62348 1.28922
internal_count=69160 42661 4499 3806 1370 38162 28278 14745 4570 10175 895 369 2436 693 6433 26499 231 155 5217 3724 9884 1424 475 8460 4035 384 264 26268 7060 6540 6313 6077 19208 756 359
shrinkage=0.1


Tree=69
num_leaves=36
num_cat=0
split_feature=1 11 1 14 8 12 5 1 11 14 5 13 8 5 5 14 13 1 14 14 8 5 13 8 9 9 14 14 14 13 5 1 1 13 14
split_gain=0.590797 0.25215 0.290746 0.215811 0.231932 0.209952 0.263951 0.210051 0.195573 0.192152 0.187044 0.213236 0.323844 0.200247 0.378 0.333249 0.238316 0.228287 0.233102 0.266547 0.227662 0.201382 0.197374 0.244151 0.184264 0.267807 0.314986 0.433201 0.36086 0.217514 0.180465 0.396764 0.226164 0.173021 0.16757
threshold=0.031192502006888393 0.050816473084704654 0.0016894560540094974 -1.2249552679552878 -0.097108983911350838 -0.0045508985103931646 0.29128729556899796 0.0019463392090983691 -0.033298922857380023 0.53535946338775042 -0.38497885622534606 0.0070267973352852037 0.0095451552598059489 -0.063918118103168664 -0.064941478010096754 0.21836764612550527 -0.0068435652014598594 3.8287724237306982e-05 0.17111079714510677 0.9240844842343251 -0.20961560833526854 -0.014114721336794573 0.0086190443565418978 0.078485419315802288 0.067260915114487424 -0.084298695502269039 -0.32911910836341046 -0.41832294676695575 -0.22760982523482062 -4.5831348363704876e-05 0.26607787902318303 0.22721962630748752 0.23144983500242236 -0.0024988785308790377 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 10 -8 9 -7 -5 13 -13 14 15 20 -17 -15 21 -20 33 -19 -14 -24 25 26 27 -23 -28 -26 -2 -32 -33 -12 -31
right_child=30 2 -4 5 -6 8 7 -9 -10 -11 11 12 22 17 -16 16 -18 18 19 -21 -22 24 23 -25 29 -27 28 -29 -30 34 31 32 -34 -35 -36
leaf_value=0.061268247349244326 -0.0034217126110393844 0.12072740356547113 0.0086316829626138809 0.065762227637712986 -0.013115904739867923 0.034216571415693446 0.060555395079878373 0.0014957904254284851 0.004354061241557637 -0.029893444498913447 0.077989916934026904 -0.0085155478395229703 -0.13423412022511311 -0.074251739528591196 0.1058602621090379 0.085036633429374509 0.015500040639232908 -0.07095139840234943 -0.050350971374098601 0.037934880507536406 -0.018892007386060825 -0.010637791270184774 -0.098861600810032452 0.0068748751658999968 0.042720251851073275 -0.067814313764585146 0.069419556645302138 -0.12048338306817519 -0.0013643556063059404 0.017942068744084643 -0.0034550508617414489 -0.1438807748972159 -0.032822184867071377 -0.0062852134332068866 -0.066847431582561193
leaf_weight=1.2937596642877904 119.87569428172083 0.39698057937493914 0.55470045529364143 0.34791421372211218 0.62008664477616449 3.7128129105694816 1.0656395104015239 1.3847257717716273 136.06544974037115 0.53486277838237573 0.4634663712567999 2.2511876013377328 0.36265673936577492 0.57022195756143901 0.36841387784807977 0.62379971268819678 2.3480662686342839 0.41966609869269333 2.1839898630205421 0.40545982628827903 5.2344224056505473 1.6762706847512165 0.44076512329047546 0.43281969299277989 1.7728391116252171 0.68904634292265221 0.89222366467584402 0.45687973595341258 3.7361589195497742 0.57886172528378665 10.586473798248337 0.19002035981975396 5.2362045994304935 0.51355036516906594 0.39020282769342873
leaf_count=103 36296 23 124 168 107 558 111 279 20137 55 85 576 56 58 116 71 367 142 383 70 1064 242 80 126 327 160 77 56 777 110 3760 27 2313 86 70
internal_value=0 0.00405937 0.0553909 0.00377508 0.0371678 0.00339897 -0.00425294 0.0271802 0.0050137 0.0261439 -0.00708895 -0.00803431 -0.0310975 -0.00458581 0.00654024 0.00255574 0.0300959 -0.0123025 -0.00962671 -0.036527 -0.0106209 -0.00306281 -0.072219 -0.0464742 -0.000267559 -0.0084242 -0.00237194 -0.0341646 0.0122808 0.0218965 -0.00475361 -0.0147246 -0.0367113 0.0336923 -0.0161992
internal_weight=0 172.788 0.951681 171.836 1.91385 169.922 29.6092 2.45037 140.313 4.24768 27.1589 26.811 3.48743 23.3235 9.55172 9.18331 2.97187 13.7718 13.2016 2.58945 6.21144 10.6121 1.23624 0.873585 10.1925 7.45058 6.76153 2.13315 4.62838 2.7419 135.888 16.0127 5.42622 0.977017 0.969065
internal_count=69160 26764 147 26617 210 26407 5657 390 20750 613 5267 5099 838 4261 1789 1673 438 2472 2414 453 1235 1961 262 206 1819 1312 1152 298 854 507 42396 6100 2340 171 180
shrinkage=0.1


Tree=70
num_leaves=36
num_cat=0
split_feature=2 9 4 10 2 9 10 5 10 0 10 2 5 5 5 9 9 5 0 9 4 9 0 10 4 9 10 2 13 4 12 2 2 0 12
split_gain=0.678661 0.394054 0.325332 0.28567 0.253404 0.310519 0.386384 0.293506 0.221405 0.354962 0.292249 0.207999 0.199799 0.817619 1.23519 0.859599 0.540544 0.451291 0.42326 0.328485 0.590605 0.525479 0.311855 0.401628 0.307305 0.297926 0.286406 0.624972 0.292212 0.280786 0.269347 0.26542 0.437658 0.337987 0.263373
threshold=6.3394458265975131e-05 0.24591019851037241 0.66089826868847024 -0.45142457785776546 0.78234973549842846 -0.41360652015484883 -0.086757206545889573 -0.0020784724825895838 -0.4509362535116449 0.00024096216657198968 -0.40936822083879881 0.95636609196662914 -0.07683836389876296 -0.064941478010096754 -0.063918118103168664 0.070789812885164352 -0.42449237182921723 -0.050952514557819545 0.95356675982475292 -0.42447059611136456 0.19252029061317447 -0.2551710209407117 0.026181845925748352 0.67788080231895764 0.0048629741650074729 0.11998438510567015 0.68514466182472111 0.0089868567883968371 0.014591161796220819 -0.25459307432174677 0.0038913251616572195 0.15587676316499713 0.33116646111011511 0.079221475869417204 -0.00082932197309745716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 8 6 7 11 9 -5 -10 -6 16 -14 15 -15 -12 25 22 20 24 -21 23 29 -18 -16 28 -28 -24 -19 -25 34 -33 -34 -29
right_child=2 -3 -4 4 5 -7 -8 -9 10 -11 12 -13 13 14 17 -17 19 18 -20 21 -22 -23 26 30 -26 -27 27 31 -30 -31 -32 32 33 -35 -36
leaf_value=0.010896244619575193 -0.038486692094038849 0.052879469696678331 0.038516750523157631 -0.050208230331964136 0.00042389056992541687 -0.021333173616881428 0.15333187637237525 -0.018274586858339031 -0.039831176054681561 0.020642552273914257 -0.03249142359811124 0.061346843330524953 -0.031743129924170006 -0.078373258218731076 -0.025246562856916045 0.10278864511280782 0.045385500559457517 -0.087998704142017353 0.10602008550998319 -0.024809748126934435 -0.036440473936069584 0.0044868746920371993 -0.00057399336840380569 -0.048721624624467448 0.013332714285293201 -0.10781415660953193 0.064919348706683797 -0.013572308610201148 0.04471885777670942 -0.0044628088004024747 0.043963822705792972 -0.081327192854831615 -0.014698816723128325 0.14547723258892628 0.038438631193577648
leaf_weight=29.053080535493795 2.0913028686045427 2.4220313715250077 2.0295237261452703 0.77208278188481827 1.1673528234823609 12.72168402434181 0.17533655397710646 2.9602580931241391 1.9369021260936268 8.4038428335916233 4.1368990770715746 1.0778282325190955 9.3341475348788645 0.30797267472371403 1.7288341709645458 1.7513867067755198 4.9307821383699757 0.40507876819174171 0.36460317121236485 6.738562556623946 1.7267542604822654 66.954376462472283 62.62869162196148 3.1996429227292533 7.6038698989432305 0.58484195712662757 2.2708921416196963 1.6998629220761361 1.4575742056513252 60.248728580098032 0.34759884187951673 0.83974275703076251 0.51969306217506528 0.17646902054548264 2.2787941535352729
leaf_count=2463 890 258 255 47 389 6556 92 1024 859 1642 973 467 2739 66 576 594 841 74 132 1785 179 15934 16092 599 1082 221 266 399 482 10015 67 202 205 54 641
internal_value=0 0.0141269 -0.00137297 -0.00166893 -0.00138528 -0.0128154 0.007323 0.00240493 -0.000568566 0.014681 -0.00114164 0.0296707 -0.000832281 -0.0030815 -0.00118156 0.0756963 0.00283483 -0.00232259 -0.00157992 0.00449638 0.0183883 0.00180796 -0.00186823 -0.00693345 0.0259414 -0.0461177 0.00265639 0.0207678 0.000456145 -0.00502071 -0.0396393 0.00258626 -0.0327237 0.025904 0.0162172
internal_weight=0 31.4751 275.572 273.542 271.451 18.1025 5.38078 5.20544 253.349 9.17593 244.173 2.24518 242.236 150.145 140.81 2.05936 92.0912 138.751 136.437 87.9543 14.2614 73.6929 136.073 64.201 12.5347 2.31368 71.8717 7.78545 64.0863 60.6538 3.54724 5.51456 1.5359 0.696162 3.97866
internal_count=69160 2721 66439 66184 65294 8528 1972 1880 56766 1689 55077 856 54218 33424 30685 660 20794 30025 29228 19821 2102 17719 29096 10755 1923 797 18341 1767 16574 10089 666 1501 461 259 1040
shrinkage=0.1


Tree=71
num_leaves=36
num_cat=0
split_feature=3 3 1 15 14 15 7 14 0 15 7 15 14 14 7 14 3 14 3 15 14 3 7 5 11 7 5 5 5 14 7 14 0 11 5
split_gain=0.577269 0.258044 0.226521 0.256725 0.229519 0.216097 0.410969 0.344992 0.316281 0.299363 0.361397 0.276152 0.23259 0.247938 0.363783 0.323041 0.223533 0.222854 0.219971 0.208297 0.227652 0.207397 0.20218 0.432617 0.240166 0.204136 0.34555 0.701561 0.2946 0.31878 0.294255 0.275079 0.243591 0.308649 0.370882
threshold=0.019357662647962574 -0.98734007254097367 0.30986498296260839 -0.98953522760426293 0.66641740417970219 0.26275167045974651 0.2913635458442565 0.98898736375292373 0.080416925251483931 0.36435636974431146 -0.10517862534911339 -0.019682839236546904 -0.84990191676081384 0.0018173296439169507 -0.41324596405488712 0.55160959393640219 -0.61531260644551355 -0.40750295986159041 -0.91351615603343805 0.83212339405700797 0.81907475115246953 0.013210588367655875 0.26099186051305806 -0.12036890166073776 -0.00766273288263092 -0.17929828972270567 -0.0010158446618088941 -0.10929958120212679 -0.14862651965118903 0.16531914682360729 -0.12860309623737384 -0.84990191676081384 0.0025890005053952341 0.0020876343965081025 0.077189580985377246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 22 21 10 16 -9 -11 17 -15 18 -7 -14 -16 20 -17 -8 25 -24 -25 26 27 28 29 -5 -27 -29 -28 34 -34
right_child=-2 2 -4 5 -6 9 8 11 -10 12 -12 -13 13 14 15 19 -18 -19 -20 -21 -22 -23 23 24 -26 30 32 31 -30 -31 -32 -33 33 -35 -36
leaf_value=0.013049086679987677 -0.0066564679866601252 -0.012625053612751637 -0.016174461650255417 -0.018685623807145019 -0.080663153981022917 0.073927290871881698 0.020891787363073393 -0.002255185914479861 -0.027015488311821254 -0.023362082784349768 -0.039017756171618762 0.069501351723089508 0.0022191202751225721 0.03863418962024541 -0.058405337956384966 0.040701186512075625 -0.0069154595862001046 0.028621305900480506 -0.015971022154088486 -0.036373314059697105 -0.0049830394323580164 0.084420758853993569 -0.12309871244655864 -0.06405991867628158 0.013072700708795501 0.021569602593012313 -0.028893645310125522 0.10225409862407504 -0.063306264844300714 0.068216601965153306 0.0032642132406884511 0.017333679871342714 0.03419852029839443 -0.029765518519720865 -0.0079107737675591771
leaf_weight=22.797769756275557 86.952464781284107 3.8000940045167217 6.7641822971054344 4.126532617090561 0.57020587130682532 0.46656185065512534 15.725980209113917 0.87836715576122548 1.3728841614793044 3.6888450600090463 4.4393385735165785 1.377263276328448 7.5950350081548095 1.6443193599698158 1.5317772510752554 2.0735034461831674 1.281381315719045 5.5209176678654348 6.0328281890106092 0.89117218134924758 2.3015115986345336 0.53123447723919603 0.38921958232822396 0.55557980254525374 1.4764456440461786 9.9432935117583821 6.177794911433014 0.39385305500764012 1.3255692864913751 0.47021319932537142 75.154072820820147 12.10898275763611 2.8872701647487684 3.7415545353505868 7.5898960104896105
leaf_count=2716 29622 492 2165 1093 59 59 2107 126 342 477 673 198 1109 260 188 298 290 905 1043 137 324 92 61 93 242 2062 839 66 315 104 15452 2114 544 805 1688
internal_value=0 0.00298276 0.00180485 0.00245153 -0.0215022 0.00302142 0.00475758 0.00279465 0.0190754 -0.00375444 -0.0238526 0.0415586 0.000221044 0.00337404 -0.00564948 -0.0113246 0.0146631 0.0133326 -0.0245637 0.00769259 0.0166686 0.0229677 0.00210257 -0.026516 -0.00801627 0.00266175 -0.00334738 0.006579 -0.0217731 -0.00979616 0.00540313 0.0200088 -0.0123144 -0.00511093 0.0036936
internal_weight=0 217.625 194.828 188.063 4.3703 183.693 146.226 128.596 17.6301 37.4672 6.18728 2.25563 31.2799 27.5911 14.4751 12.8308 1.74794 13.116 7.56461 5.26619 4.37502 16.2572 126.34 2.42125 2.03203 123.919 38.8217 18.4252 5.92232 4.59675 85.0974 12.5028 20.3965 14.2187 10.4772
internal_count=69160 39538 36822 34657 551 34106 28343 25802 2541 5763 1022 324 4741 4264 2250 1990 349 2014 1231 759 622 2199 25478 396 335 25082 7568 3692 1512 1197 17514 2180 3876 3037 2232
shrinkage=0.1


Tree=72
num_leaves=36
num_cat=0
split_feature=1 6 6 6 4 6 4 9 15 9 4 15 0 15 9 15 4 6 9 9 1 6 13 15 4 15 4 13 4 15 6 4 4 15 15
split_gain=0.538209 0.338318 0.377222 0.293884 0.605655 0.395021 0.271323 0.48231 0.366349 0.298071 0.306989 0.236688 0.321347 0.234006 0.226904 0.486639 0.549937 0.262036 0.237043 0.292295 0.242581 0.227234 0.221966 0.221786 0.221353 0.308656 0.24273 0.333453 0.309036 0.285711 0.267387 0.240688 0.3567 0.242795 0.493979
threshold=0.0039656267035752544 -0.30565573618158298 -0.33360178270494095 -0.18851981245272634 -0.05662798369303345 -0.22497752643833926 0.029680967330932621 -0.11836390005945253 -0.010862224083276051 0.042872476727932214 0.0051151290535926828 -0.50903426053633971 0.00054651606478728365 0.70626807396574753 -0.063251091098377552 0.11117296006801462 0.00021024585294071588 -0.54749294823103922 0.1421410133936962 0.069011948795357547 0.0010299374116584661 -0.85018206302268928 0.0070267973352852037 0.15936522869122635 0.0028882664628326897 0.54084393742154135 0.0008716245647519828 0.0018902531020898747 0.00024091510567814114 0.10625531111323477 0.64989534754760403 -0.0030305725667858492 6.9435918703675281e-07 -0.24189278763858321 -0.14018268785655799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -3 -6 9 -8 -9 -5 11 12 -11 24 -1 17 -17 21 19 -19 -21 -16 -2 -10 25 26 28 -28 29 31 -31 33 -33 -13 -35
right_child=22 3 -4 6 5 -7 7 8 23 10 -12 13 -14 -15 15 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 30 -32 32 -34 34 -36
leaf_value=0.0068092142201866468 -0.0018126946703068015 0.081187495630358847 0.060448041444223569 0.012999304262076293 -0.0077641414369092852 -0.059468020275084479 -0.025249773669061074 -0.0090449272974186552 0.056255507925017156 0.088963699137920488 0.028423067059980517 0.060418485875732598 -0.02622065418799796 0.041625035331726408 0.01095153186073981 0.059946350897382039 -0.047504762304937102 0.061077709144236839 0.045515197432202996 -0.092573904291325726 0.011196472379825736 0.070951065334757091 -0.012210486902285617 -0.0075884909452912782 -0.068301310919866895 -0.093253653083786039 0.070811380744384464 -0.024096668804504773 -0.1031702660766407 0.039595653972989864 -0.036369918948742475 -0.088758969862260007 0.010171116411324191 -0.11286484210485098 0.0044737620156711788
leaf_weight=25.68382051034132 178.48651157771201 0.56781007679819584 1.6494512977078546 31.77613755762286 4.0588086609204765 2.3235841715941197 7.5959571207531553 3.5963558242365252 2.044405571192327 0.52144331112503906 2.3093584076559628 0.42102262884145081 0.45229492068756372 0.65588364051655013 0.81424205264193039 0.68898232234641943 1.5430859702901214 0.36094812789815323 1.3167668528039937 0.49449132359586656 0.41377619348349981 2.8081166389893042 23.199235966607375 0.74145904132456042 0.86700257897609923 0.47974589542718682 0.78144146129488923 0.70342891395557672 0.40809070179238904 1.4936761044664311 0.67171766582760017 1.1629651397233809 0.5308035222114994 0.46929362998343482 1.5235251089325226
leaf_count=2658 49124 90 174 3290 484 300 850 692 296 71 330 77 88 94 133 104 186 77 204 63 87 416 7752 158 117 63 108 115 60 242 96 180 91 71 288
internal_value=0 0.00590685 0.0137414 0.00167034 -0.0177827 -0.0265875 0.00395393 -0.00822299 0.0120418 0.00771735 -0.0047599 -0.0116374 0.0354613 -0.0161475 0.0114838 0.0257083 -0.0143374 0.0401058 0.0157908 -0.0150473 -0.0452996 0.0574642 -0.00300872 0.0392634 -0.0201308 -0.0153002 -0.0107205 0.0258505 -0.0188484 -0.0133629 0.0160307 -0.0288582 -0.0577557 -0.00858106 -0.0231586
internal_weight=0 101.93 35.7737 66.1562 6.9502 6.38239 59.206 13.9782 6.38222 45.2278 13.4517 11.1423 0.973738 10.1686 34.1242 8.44041 2.23207 6.20834 2.58598 1.26922 0.908268 3.62236 201.686 2.78586 9.51271 8.64571 8.16596 1.48487 6.68109 6.273 2.16539 4.10761 1.69377 2.41384 1.99282
internal_count=69229 12353 4102 8251 874 784 7377 1996 1146 5381 2091 1761 159 1602 3928 1270 290 980 431 227 150 549 56876 454 1508 1391 1328 223 1105 1045 338 707 271 436 359
shrinkage=0.1


Tree=73
num_leaves=36
num_cat=0
split_feature=3 1 6 8 0 5 8 6 8 0 1 5 6 7 6 3 8 6 3 13 7 6 3 6 0 6 6 5 6 8 13 7 6 6 6
split_gain=0.560671 0.39974 0.449087 0.308703 0.296873 0.271398 0.481024 0.531465 0.288316 0.262878 0.192675 0.521132 0.244745 0.206652 0.256397 0.181495 0.178055 0.178033 0.346377 0.353932 0.345848 0.32437 0.234326 0.201432 0.237903 0.236139 0.250884 0.224541 0.181579 0.446028 0.271384 0.221953 0.183437 0.45217 0.412012
threshold=-0.19225290021859107 0.0015645037055946889 -0.041872217821225265 -0.27454452892775444 0.20640246570110324 0.094608934686910687 -0.039223206800101829 -0.47469115858661842 0.11533666505247862 0.00015876750694587829 0.0002683875354705379 -0.11084171925523281 0.79496380129342359 0.013604792633430641 0.22084780500561421 -0.029683633707463738 0.067717797536549149 -1.4316761955078621 -0.997380033180434 -0.00018928969199465928 -0.20637217652310105 -0.13590815659544994 -0.96483778068795789 -1.0402777586452083 0.0003409347555134446 -0.85018206302268928 -0.91170225367305224 0.17713150858743223 -0.73757827237014972 -0.27454452892775444 -0.0015033256431497806 -0.052470250332903083 -0.38365390225189583 -0.55396440552776027 -0.15320279997080596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 17 8 -7 -8 -2 -4 12 -12 -5 15 -15 -13 -9 22 19 -19 -21 -22 -1 24 -20 26 -25 -26 29 -27 -31 32 33 -30 -34
right_child=1 -3 3 10 -6 6 7 16 -10 -11 11 13 -14 14 -16 -17 -18 18 23 20 21 -23 -24 25 27 28 -28 -29 31 30 -32 -33 34 -35 -36
leaf_value=-0.069463632019987204 0.0051741505659173518 -0.0051531463833457743 -0.023971907076263576 -0.049260206506008472 0.038652100125033312 0.062515151895891949 0.06189159200391612 -0.011737627636032012 0.05843347759294918 0.046227484232926989 0.082242750370307649 -0.018891541612946955 0.026647373907118445 -0.08399514871015723 -0.0091083282688191984 0.040413275763488937 -0.089642423828946619 0.064804717866647849 0.068101838852650101 0.066981328325586023 -0.063276426317321416 0.01654355698337337 0.010304064774217013 -0.0044388386987786518 -0.010309307474367722 0.068684119595360166 -0.071285526718610548 0.04296208364085416 -0.0078299260878688139 -0.055820213649797307 0.02243088546601095 0.0077594809392328989 -0.031003763499424644 0.042562512045706831 -0.00063649050650713482
leaf_weight=0.73747866935445927 12.428607513895264 163.96126375350013 0.80678852551500346 2.724608418284332 2.6700582236817345 2.9674425069097197 0.82365840248530764 0.76133823109557741 1.1069569154351473 1.5744674518791724 0.58939134854881547 1.4700537188909946 0.50320979897514906 0.8384910249733365 1.0053963330283293 0.79517807569936882 0.47730333771323785 1.9153099895665944 0.99853696982609008 0.79876936627260864 0.75267753031948847 1.5733278408915787 0.73560587342944816 1.6511498600011694 1.8664759351668183 1.4492886595835446 0.85073199667021882 1.3734881427080834 4.512633409089176 0.67493293447296299 1.2908670576289285 47.953220053928824 5.2646747061808048 2.9411524288989233 29.519362902476139
leaf_count=120 1380 49221 86 363 612 348 99 120 115 168 97 239 66 129 164 142 69 225 75 54 81 122 116 275 255 132 120 185 687 98 211 6740 827 518 4970
internal_value=0 -0.00324254 0.00760728 -0.00913031 0.00571649 0.0169001 0.0367344 -0.000361445 0.00952977 0.0224434 -0.0186158 -0.00569315 -0.0374264 -0.0183062 -0.0431624 0.00192659 -0.0417578 0.00489354 0.00537612 0.0309569 0.0102101 -0.00928558 -0.0296305 0.00409128 0.025426 0.00315039 -0.0271692 0.0122735 0.00396076 0.0265948 -0.00443565 0.00310372 -0.00218203 0.0120542 -0.00523267
internal_weight=0 192.834 28.8729 10.3076 109.53 18.5653 5.02974 2.0623 13.5356 2.38126 7.92633 4.69851 3.22782 4.10912 1.84389 2.26523 1.23864 106.86 105.387 5.04008 3.12477 2.32601 1.47308 100.347 4.2385 96.108 2.50188 3.23996 93.6061 3.41509 1.9658 90.191 42.2378 7.45379 34.784
internal_count=69229 52806 3585 1454 16423 2131 636 288 1495 254 1200 771 429 674 293 381 189 15811 15575 482 257 203 236 15093 515 14578 395 440 14183 441 309 13742 7002 1205 5797
shrinkage=0.1


Tree=74
num_leaves=36
num_cat=0
split_feature=2 1 11 6 2 13 6 6 6 1 2 0 4 11 11 12 4 12 12 11 13 0 0 12 2 6 6 2 6 6 2 0 4 11 4
split_gain=0.480419 0.286028 0.23086 0.282297 0.367401 0.239402 0.218185 0.280638 0.26789 0.364668 0.224951 0.205231 0.536954 0.241602 0.292597 0.239395 0.195445 0.27839 0.232815 0.28578 0.196392 0.191158 0.199896 0.1864 0.344989 0.229923 0.184533 0.178669 0.209055 0.613244 0.174755 0.159949 0.158802 0.324544 0.319445
threshold=6.3394458265975131e-05 0.0019463392090983691 0.0082631704653571749 -0.46798510479464211 0.07464549690485002 -0.0046463890713827546 0.1506960529421201 0.25945046997581311 -0.61404406646283249 5.2293693443061791e-05 1.3242615750641564e-05 0.0030022549908608203 0.23931269347667697 0.0057368785266998018 0.0018614123198834956 -0.010330229862003198 0.13018346577882769 0.00048192403665120275 0.016446846190806923 -0.011936678542709059 0.0041905592254740135 0.00054651606478728365 0.0025890005053952341 0.012838157477035051 0.047222800552845008 -0.16388414018367281 -0.79395626197837721 1.8595091205497741e-05 -0.30565573618158298 -0.19587327590525291 0.98756691813468944 0.0021833662176504736 0.0032754973508417611 -0.0036846523090129841 -0.00058441469445824612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 21 8 -8 9 -1 31 12 15 14 -13 -5 18 -18 19 20 -7 -2 -23 24 -17 -25 -19 28 -10 -30 -3 -11 33 34 -9
right_child=1 30 -4 11 -6 16 7 32 27 10 -12 13 -14 -15 -16 23 17 26 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.056128818519984892 0.075400289349707661 -0.0025855632236139858 0.016688631511334411 -0.053283910998985023 -0.048620858203799716 0.052293186262112316 -0.040318686230472488 -0.025745545948684997 0.065530688537468004 0.010908550349670159 0.034996295028628256 0.0079009494634250631 -0.079407699304441359 -0.063660085167880562 0.067023200827066864 -0.0097585942554709558 -0.0097386086119536381 0.013956042865809957 -0.054075150123368554 -0.012751475632576947 -0.017002142305948074 -0.010633685951815105 0.050244273848459822 -0.024604080602446312 0.043152921719776187 0.025730612580323383 0.076222484002321789 0.013555946202017813 -0.030823441970583544 0.0488955503581322 -0.020898416725598081 -0.047407082292149329 -0.0074241702108654569 0.036837371307228278 0.039150409560730931
leaf_weight=0.93694630946265789 1.1007268416287836 205.06525566923483 12.79358196040266 0.9556369965102921 0.8779538638773382 1.6050860736431771 1.3830429175577581 2.4180576748331069 1.9852840652456505 1.2268144256813682 2.1914505702443421 4.1038937669145517 0.98080885443778143 0.3703434437920804 1.0515755362721391 19.997951677782126 1.1225766792485958 0.77084304930758696 0.71772869222331781 3.1103829863204719 0.54884403248433944 0.9376783566840462 1.2697447579121215 1.1669451718917114 1.3131857906118956 4.0818046788263009 1.2441609737434189 5.1674037978700653 1.330360975814983 3.5132571787107754 5.3468230242515338 0.76277464895974834 4.5247549372870708 3.7655006919203506 1.1051914481213319
leaf_count=75 96 56068 1488 170 127 171 135 243 159 86 240 849 167 51 129 2468 160 58 72 425 76 94 122 126 188 495 122 550 109 256 2773 84 417 282 98
internal_value=0 -0.00131282 0.00477013 0.00154835 0.013898 0.0183147 0.0119633 0.0023014 0.0194134 0.000258851 0.012895 -0.0032815 -0.00670164 0.014356 0.0199603 -0.00410999 0.00995534 0.0301693 -0.000646891 0.00663744 0.034636 0.0413589 0.0243843 -0.00234069 -0.0064982 0.0145398 0.0524024 0.0275854 0.0382014 0.0269997 -0.00305091 -0.0114487 0.00729107 0.0164261 -0.00538864
internal_weight=0 270.534 60.1215 47.3279 13.3057 12.4278 30.3108 13.1965 17.1143 5.11799 4.18104 34.0221 28.4963 5.52581 5.15547 27.5155 9.11962 3.13758 5.98204 5.26431 2.15393 3.30815 2.20742 26.5599 21.3111 5.24875 2.015 11.9963 6.8289 4.84362 210.412 1.98959 11.8135 7.28875 3.52325
internal_count=69229 66495 7654 6166 1523 1396 2734 1175 1559 485 410 4643 3614 1029 978 3447 1084 340 744 672 247 312 216 3277 2656 621 180 1074 524 365 58841 170 1040 623 341
shrinkage=0.1


Tree=75
num_leaves=36
num_cat=0
split_feature=2 9 8 5 5 13 0 5 2 0 0 7 7 13 0 5 5 8 7 2 2 7 5 8 9 2 0 8 9 5 5 5 2 9 2
split_gain=0.467785 0.388173 0.287644 0.511197 0.489762 0.242024 0.303373 0.318397 0.226839 0.288525 0.215026 0.210849 0.194904 0.224792 0.216228 0.193516 0.234463 0.539612 0.369458 0.418039 0.299366 0.284861 0.363003 0.363753 0.446256 0.307338 0.284425 0.340218 0.279911 0.36846 0.778751 0.354929 0.440713 0.311216 0.301108
threshold=0.00033300863287877297 0.27982126240774607 -0.2602940355007467 0.29446202990868792 0.09478381515654298 0.010431761100957301 0.036939494311809547 0.21753664481091287 0.00010869143443414943 0.00028578475757967686 0.00039935280801728373 -0.16547482534081967 -0.24352453006679006 0.0046581725354801007 0.062675230205059065 0.39332370147213508 1.0000000180025095e-35 0.25433555278445286 -0.21091967945507709 0.97932046651840221 0.13430263102054599 -0.12860309623737384 -0.10929958120212679 -0.051753149333851049 -0.065717481071706593 0.00041588727617636328 0.032598875463008888 0.12766012988073691 -0.42447059611136456 -0.063918118103168664 -0.064941478010096754 -0.075874987250591511 0.087858896702528014 -0.2551710209407117 0.020831844769418243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 6 -6 -8 10 -10 -3 -11 13 -2 -14 16 21 18 -18 -20 -19 22 23 24 -4 -24 27 -27 34 30 31 33 -33 -30 -23
right_child=2 8 15 -5 5 -7 7 -9 9 11 -12 -13 14 -15 -16 -17 17 20 19 -21 -22 28 25 -25 -26 26 -28 -29 29 -31 -32 32 -34 -35 -36
leaf_value=0.0058286990771032662 -0.034161101278413923 0.028750116637700593 -0.025284085005603668 -0.081302913574004404 0.0096243905057641702 0.08461842751804749 0.079547885476116686 0.0010096836313758753 0.052624742918880231 -0.074810633397634038 0.083591267365660152 0.012235592862647146 0.011639727852540523 0.039686777608992418 -0.025330458611875935 0.025274110047696186 -0.018543215027012835 -0.062265853452191905 5.9095967869826978e-05 -0.040481992113289511 -0.019779234301425391 -0.010031566573312264 -0.076403849913344674 -0.027335461132433549 0.055553038592284026 0.015376742178861164 0.001862883384282016 0.055026270523241751 -0.026634621800948263 -0.03225621715032536 0.069749768818866173 -0.063002606517925594 -0.0085455461690533401 -0.00082566096504235482 0.011156810023856663
leaf_weight=47.809766188191134 2.4762327898788583 1.5962859879073215 1.2918865292158446 0.61622613258077663 4.0903895669034673 0.79460286840912875 1.6209764044324404 0.7573617236339486 0.88733269876684095 0.4696726606343874 1.2949353367803267 0.68285531265428256 11.346255550801287 0.49451534426771093 1.8383289085322765 2.409387098006845 15.548729459467721 2.2519299515843141 66.682316513653859 2.6443284695596949 6.2926596756951767 10.00263698527124 0.39209958999709016 5.3631996493713796 1.4487208698883476 14.634987698940682 13.553140889976929 2.5396644914580966 5.309867513999051 5.5213844947829775 1.3543206383765198 2.400755196082172 3.900656438418082 38.904805162925186 20.356388495274587
leaf_count=5091 431 197 352 100 597 122 236 185 121 72 161 106 1595 96 401 698 3776 605 17077 1226 2572 1479 52 1752 451 2495 3822 426 1551 2275 484 701 1240 11941 4743
internal_value=0 0.00858389 -0.00179137 0.00860212 0.0109678 0.0325354 0.0261377 0.0545381 0.0352971 0.00976257 0.0533127 -0.0232371 0.00127119 -0.0218683 0.00648497 -0.00291256 -0.00322071 -0.00702326 -0.00461183 -0.00148726 -0.0309766 -0.000423021 0.00666148 -0.0121904 0.0174475 0.0115706 0.0126932 0.0212398 -0.00358972 -0.00769746 -0.00508328 -0.00708954 -0.029293 -0.00392513 0.0041757
internal_weight=0 52.7408 246.839 24.0349 23.4187 7.26333 6.46873 2.37834 4.93108 2.03986 2.89122 1.15253 16.1553 2.97075 13.1846 222.804 220.394 93.42 84.8754 69.3266 8.54459 126.975 39.2237 8.10381 2.74061 31.1199 30.7278 17.1747 87.7508 57.3918 51.8704 50.5161 6.30141 44.2147 30.359
internal_count=69229 5748 63481 3763 3663 1140 1018 421 657 299 358 178 2523 527 1996 59718 59020 25256 22079 18303 3177 33764 9350 2555 803 6795 6743 2921 24414 18192 15917 15433 1941 13492 6222
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=0
split_feature=1 6 11 10 7 0 10 14 10 14 6 15 0 11 14 14 6 6 14 14 0 15 11 0 0 10 11 10 11 6 6 10 14 15 7
split_gain=0.324319 0.226319 0.299062 0.307929 0.21726 0.205272 0.239966 0.261034 0.203302 0.198675 0.191964 0.191678 0.183621 0.177634 0.278192 0.216388 0.40923 0.175321 0.17315 0.170799 0.167568 0.249648 0.168208 0.171535 0.166799 0.159822 0.371161 0.315612 0.338841 0.320575 0.339086 0.267678 0.228078 0.216355 0.205324
threshold=0.031192502006888393 -0.9296461138336195 -0.0020774889272721941 -0.072651048583612834 -0.1557412699199586 0.039630221202969558 0.012309825576513949 -0.13969548042217916 0.44827247951689936 -0.22760982523482062 -1.3285188912000783 0.18085209981665892 0.012762036174535753 -0.01095927888614486 0.15879275723344413 0.98898736375292373 0.038318889751374381 1.3716902487086879 0.31979383696117286 1.5417956560094208 0.03835678473114968 0.64365852916512356 -0.029209692294679446 0.037535483017563827 0.0039252811111509809 -0.094974152619929433 -0.00029190075844070856 -0.093510271562057171 0.0016614354376920746 0.36547507769490567 0.26719599553916562 -0.091202525165696283 -0.35620596766466178 -0.52619132244533073 0.12154149016327746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 10 8 9 -8 -2 18 -6 14 -3 17 24 -15 -9 -18 21 22 -12 -24 -17 26 32 -27 -29 30 33 -31 -7 -30 -28
right_child=5 13 4 -5 12 25 7 11 -10 -11 20 -13 -14 15 -16 16 19 -19 -20 -21 -22 -23 23 -25 -26 27 34 28 29 31 -32 -33 -34 -35 -36
leaf_value=-0.028129351685133849 -0.091856513537981618 0.012779582639497668 0.071268577423212895 0.020645596310319161 0.0054749828957363226 0.0078270800618379047 -0.059916043112972883 -0.031849277155279798 0.072913681914750783 0.062724894160039443 -0.068842424244623737 0.046881574124031322 0.051701719175943621 0.00041918491137404792 -0.0069979046415797989 -0.064556047170719874 0.075687377302967318 -0.020845022779609024 -0.077260673355550494 0.012479425317280975 -0.039819901758867078 0.050925717639404559 -0.003544848412887719 0.06718226794062894 0.015721211916516518 0.016238167036416715 0.0091045450417393745 0.004745962720478415 0.036681166562654549 -0.095372500591738602 0.053323279807567653 -0.022874929782420828 -0.023129627921105282 -0.0091615164189459523 -0.010790905073439465
leaf_weight=2.133784155073954 0.24562387249898243 30.245935105664103 1.2631898943509439 3.2902419086312875 2.2492584920837531 2.8554466503992471 0.39261902823636774 4.4254745834186897 0.41080486561986618 0.19906195489238576 0.37749537751369366 0.26334762816259161 1.3904938009072791 108.10852535344929 9.29872286198224 0.5068192288745188 1.2726893882791044 4.021582377718004 1.0362421268655451 0.64374302409123618 1.085759714216693 0.92883555210573909 8.4490074175955634 0.35741592375416154 0.52895929661463015 11.431535050345699 13.803551121234706 34.986651245804751 1.0882424995506941 0.5534687514300457 0.9877075775002585 6.3803114460824863 14.293178593452465 19.073329988968911 8.3099386065259733
leaf_count=265 34 4916 161 471 259 938 126 1318 128 82 84 80 264 17958 1333 51 189 718 214 102 279 198 2815 109 87 2707 5297 10283 349 112 330 2087 4941 6509 3367
internal_value=0 0.00330421 0.0176372 0.00145778 0.0355361 -0.00334732 -0.0132167 -0.0282045 0.0188684 -0.0186554 -0.00440588 -0.0364472 0.023135 0.00234696 0.00812901 0.000360135 0.027084 -0.000343463 -0.0404651 0.0544554 -0.00248777 0.00152041 -0.00347631 -0.000674329 -0.0235594 -0.00177087 -0.00693398 0.000950089 -0.00182091 -0.0100021 -0.00388452 -0.0286618 -0.017975 -0.00668711 0.00162811
internal_weight=0 164.954 10.327 5.42403 4.90294 131.935 18.1717 6.72755 1.00249 0.591681 11.4441 5.72506 3.63975 154.627 39.5447 115.082 2.95221 112.13 5.46172 1.91643 11.1985 10.1128 9.18392 8.80642 1.03578 113.763 39.2621 74.5012 63.0697 28.0831 21.1493 6.93378 17.1486 20.1616 22.1135
internal_count=69161 26774 1420 736 684 42387 5467 1948 336 208 3519 1612 523 25354 6249 19105 429 18676 1532 291 3485 3206 3008 2924 138 36920 14543 22377 19670 9387 7188 2199 5879 6858 8664
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=0
split_feature=2 4 7 4 13 5 5 2 2 5 9 14 14 7 9 4 8 7 7 14 9 14 9 5 13 4 13 14 7 5 14 14 8 7 7
split_gain=0.410347 0.304801 0.313202 0.273606 0.310392 0.330135 0.271159 0.285391 0.376643 0.381817 0.309164 0.276472 0.350962 0.265584 0.261627 0.363143 0.265432 0.381418 0.291161 0.23987 0.239782 0.505793 0.632305 0.275669 0.323612 0.294047 0.267617 0.247683 0.245306 0.231854 0.228417 0.345999 0.220388 0.32433 0.317136
threshold=0.0017970256158150735 0.00033095508115366107 -0.74560654919679403 -5.3578987717628471e-06 -0.0043604461918201878 0.097301472368253192 0.14501918523930138 0.03615002520382405 0.061811281368136413 0.12522649726597013 -0.51558824772356027 0.13949853267917256 0.1285059901728125 -0.45297662390891369 -0.30454769806747845 0.0089400354772806185 -0.25384995734518295 -0.14942053644728814 -0.028512831691740442 0.9240844842343251 0.85628611699070711 -0.32911910836341046 0.85628955194357415 -0.076875149138644447 0.018540809625620557 0.10720261931419374 0.0012492881317380626 -0.87117076765018153 0.21582374904407584 -0.086308448561274093 -0.22760982523482062 0.35453193050479154 -0.45653266128545711 -0.18300617204906261 0.10304508589836597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 6 5 -5 7 -2 9 -9 -10 12 13 -8 15 32 -17 -18 -19 20 23 -22 30 26 -25 -26 27 -4 -29 -28 -23 -32 -1 -34 -35
right_child=1 2 19 4 -6 -7 11 8 10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 21 22 -24 24 25 -27 29 28 -30 -31 31 -33 33 34 -36
leaf_value=-0.036275422493720885 -0.0086821091091004218 0.041818130487420509 -0.080285765235405107 -0.010700704417355355 -0.022161894929148346 0.050332912649740241 -0.074093913760760355 0.015718519645256297 0.02093112228809281 0.11218204371248126 -0.0046856966468753342 -0.049013303811174996 0.096581852638356169 -0.0091794700294898068 0.010639379375016368 -0.048480212925315555 -0.062853395498191272 0.040401339009632657 -0.016820779959460831 0.029992383766615879 0.032002726500717518 -0.10366508639095975 0.033528857059351602 0.0049839614138054442 0.017314236234317631 0.11257469849346911 -0.013418592379153497 -0.0034022033306272004 0.023635854872742418 -0.065181381866162055 -0.014467716083127875 -0.069714735898361316 0.032386576992812798 -0.0092031364557511632 0.02044563151798481
leaf_weight=1.2101839220849857 28.623299133440014 1.9523320909574966 0.35941769764758902 2.7925373049802173 16.183961821239791 1.2982621476403435 0.65903011578484516 11.848791326563511 5.4911127602681509 0.4250450666004334 33.173520163335525 2.0442007493984411 0.30358878363040354 14.437162995751349 52.135698843653699 2.351931119337678 0.97105928568635125 1.5561628917348573 2.0747493666422079 2.8407850951771243 1.7591147251296204 0.56861187145113845 1.3220681251623316 54.872211586349295 0.83489697889126435 0.52956512093078345 10.582076560633139 13.004154550842946 4.5224307159078299 0.94238750594376952 2.8326031411997965 1.8899341335054485 4.1979454212705685 10.347916424419955 5.5387555969064133
leaf_count=140 6094 353 67 744 4940 337 196 3068 1658 49 11395 651 78 5516 7796 241 119 132 207 541 323 101 284 13647 302 91 2866 3589 767 238 567 320 388 884 472
internal_value=0 -0.00192885 0.00216276 -0.00537617 -0.0159412 0.00866901 -0.00316802 -0.0006924 0.00379717 0.0190591 -0.00104762 -0.0144593 -0.00987251 -0.0120133 0.00643998 -0.0013104 -0.0211513 -0.00718436 0.00770389 0.00136346 0.000498442 -0.0156538 -0.0283304 0.00207739 0.00618017 0.054286 -0.00576768 0.00188933 0.0035745 -0.0176514 -0.0437869 -0.0365773 0.00516874 0.00766592 0.00113366
internal_weight=0 216.093 98.8126 117.281 20.2748 4.0908 97.0058 79.5618 50.9385 12.2738 38.6646 17.444 15.3998 15.0962 80.3844 28.2487 6.9539 4.60197 3.63091 96.8603 94.0195 8.37233 6.61322 85.6471 56.2367 1.36446 29.4105 17.886 17.5266 11.5245 5.29115 4.72254 21.2948 20.0846 15.8867
internal_count=69161 58782 24056 34726 6021 1081 28705 22264 16170 3117 13053 6441 5790 5712 10379 2583 699 458 339 23703 23162 1595 1272 21567 14040 393 7527 4423 4356 3104 988 887 1884 1744 1356
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=0
split_feature=3 2 3 3 2 1 1 2 14 1 5 10 14 14 2 3 2 3 12 12 5 10 2 3 2 10 10 14 2 2 1 1 2 14 14
split_gain=0.483046 0.247435 0.39949 0.334437 0.536512 0.360625 0.322208 0.449219 0.395149 0.235688 0.324012 0.298495 0.300338 0.234472 0.284836 0.341586 0.212203 0.209158 0.230336 0.207391 0.247731 0.201295 0.19881 0.194958 0.231523 0.316214 0.193461 0.192399 0.190009 0.307952 0.217491 0.262684 0.18714 0.185981 0.18434
threshold=-0.046261522220447653 0.028683184646070007 0.024428707547485832 0.19456007843837145 0.17525914311408999 0.00094194820849224936 0.034505181014537818 0.14736118912696841 0.66641740417970219 0.31687410175800329 0.27009181883762995 0.0069975561689944185 -0.049201494620629505 0.73762876770656427 0.28608509898185736 0.39434365190390969 0.14207950979471209 0.041223062202334411 0.0048722235380628835 0.0038913251616572195 -0.098298410334499722 -0.024562805453283557 0.15931108593940738 0.10855128458933906 0.050310079008340843 0.0024536724966298762 0.80021155463620353 -0.87117076765018153 0.041689405217766769 0.03070355020463467 0.035948190838098533 0.10019987449049951 0.04006448574364186 0.21836764612550527 0.29246653796745975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 -3 11 -11 19 -13 14 -14 33 17 28 23 -7 -21 -22 27 24 25 -19 -9 -18 29 -8 -30 -32 -31 -16 -20
right_child=1 3 -4 5 -6 9 16 26 -10 10 -12 12 13 -15 15 -17 22 18 34 20 21 -23 -24 -25 -26 -27 -28 -29 30 32 31 -33 -34 -35 -36
leaf_value=0.0043266209559826782 -0.011022192979610565 0.01247023476767439 -0.10523729868080307 0.13059833906029936 0.035180129646117345 -0.016974945982670717 0.035690498345196657 -0.02422390883461014 -0.058387105423432298 0.0054758341831362741 -0.036462000380778577 -0.065927129730435713 -0.071009976185772275 -0.078483861443965353 0.027931650594592374 -0.014101843475668105 -0.06154882437517574 0.0024348888191256246 0.01714427999618609 -0.027524929742854101 0.013026391379051858 0.09511430930545986 -0.0077062298007299218 -0.054719626142833058 -0.014155214285010698 -0.13554980125613478 -0.12626304897894219 0.041530252268116644 -0.066237906686109613 -0.018646898276298205 0.016879647426637154 -0.0063181726422182659 -0.0705911242373327 0.14181059582965064 -0.042721290367938952
leaf_weight=149.33228393493391 25.053663130143836 26.696663536575223 0.45828624779824068 0.18314640180324104 4.5530042115788083 13.509860061843943 0.92115904260572534 0.43787062507180863 0.81093565362971176 13.206415154800196 2.140902499035291 2.1646761189695098 0.50954887950501859 0.51486266306892492 0.33306634178734373 1.3923201043589868 0.19601728569250587 0.2975464635965207 2.899495502831996 1.5332540229501317 3.4412343334915931 0.32712414197158013 2.1167888647469226 1.6223417641813274 10.835376367253046 0.37589063818450086 0.32276919920695946 2.3756708920045631 0.44579153372615365 4.2223298014432658 9.0726287896613957 10.566386529193549 0.82989580958383147 0.25185325049096718 0.62527855782536779
leaf_count=24775 5765 5333 87 47 1622 5332 304 122 129 5748 1044 732 145 121 122 693 43 98 996 772 1417 74 643 445 3334 49 60 823 113 1379 2689 3672 219 68 146
internal_value=0 -0.00377305 -0.0127146 -0.00186782 0.00184107 -0.00939894 -0.000164891 0.00828508 0.0103813 -0.0100509 -0.000374362 -0.0162446 -0.037535 -0.0170597 -0.00434245 0.0128382 -0.00520398 -0.00742067 -0.0161733 -0.0103974 0.00636379 0.0201523 0.014991 -0.022266 -0.0176912 -0.0745837 -0.0675231 0.0336734 -0.00182614 -0.0174842 0.00283071 0.00439852 -0.0271794 0.0769654 0.0065244
internal_weight=0 145.244 25.5119 119.732 80.2238 39.5083 75.6708 28.2682 27.5076 39.3251 15.3473 23.9778 5.16633 3.00165 2.48679 1.97724 47.4026 42.7141 16.6559 18.8115 5.30161 3.76836 4.68848 13.1312 11.5088 0.673437 0.76064 2.57169 26.0582 5.97338 20.0848 19.639 5.05223 0.58492 3.52477
internal_count=69161 44386 5852 38534 22219 16315 20597 5644 5462 16268 6792 9476 1881 1149 1028 883 14953 13444 5068 7595 2263 1491 1509 3926 3481 147 182 866 8376 1902 6474 6361 1598 190 1142
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=0
split_feature=8 5 7 5 11 5 7 9 8 10 8 10 10 9 10 7 14 14 14 6 9 14 6 14 5 6 11 14 6 5 14 14 8 5 6
split_gain=0.176012 0.315281 0.418505 0.375573 0.296404 0.295913 0.293588 0.439144 0.326469 0.313864 0.287363 0.321785 0.267585 0.254724 0.64873 0.242996 0.237229 0.230936 0.229695 0.214177 0.265229 0.369712 0.348529 0.250339 0.237527 0.220414 0.208014 0.349886 0.203541 0.354459 0.194984 0.193226 0.259864 0.210095 0.209124
threshold=-0.048247586997517126 -0.00053922424941236352 0.26620387884150448 -0.10929958120212679 -0.022972850909841667 0.28920778697238997 -0.079921699751351202 -0.19074003823540889 0.40695361115535683 0.68918298616964624 0.25433555278445286 0.033320875992873929 -0.0036914597770813721 -0.42449237182921723 -0.093510271562057171 -0.1557412699199586 -0.2900504531436639 -0.39330156514794878 -1.2249552679552878 -0.76289681174665036 -0.19553466332693495 -0.2900504531436639 -0.68953251729049259 -0.067775843225948956 -0.025864717682826371 -0.83789932803690581 -0.011417850606995265 0.29246653796745975 0.69952315365533335 0.098623884278184457 0.02079375152557578 -0.059113618319459778 -0.020677790006879564 -0.00081876077156355076 0.017265839450226191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 4 15 12 10 9 31 17 19 -6 -12 -3 14 18 -2 -17 -9 -1 25 21 22 -21 24 -23 26 -5 -28 -4 -30 -25 32 34 -34 -8
right_child=1 2 28 6 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 23 -24 30 -26 -27 27 -29 29 -31 -32 -33 33 -35 -36
leaf_value=0.032974270271105818 -0.029674826969782742 -0.053581734071240977 0.021540250480467014 -0.014958296684046019 -0.011536610474317978 0.0084080547574114598 0.0076404382912132742 0.02374391958289895 0.10838096465763419 -0.039575877030686109 -0.024844785109466749 -0.087942450159107954 0.034206798799959671 0.0053080274046697117 -0.054839587160782466 -0.044077929768138575 -0.00031306364832765776 -0.028200168202158361 -0.0026859692488422427 -0.047200865958941234 0.022956935006554852 -0.095149563633379008 0.03391873578442961 0.043679689009087676 -0.013366274237002965 0.075974902913309939 -0.0046933067904791625 0.080503248502820035 -0.070704556331140339 0.038619542539279961 -0.015131143309683957 -0.002885288548024795 0.014186312828432929 0.047095438010645849 -0.049334524291199382
leaf_weight=1.9046727020759124 4.5546880042275033 0.40589657789678346 6.5365421339447485 0.95262897084467169 42.428852671877394 6.4018194554591892 1.8678927384898991 0.96616311102843511 0.19567216213909056 1.0369335873983789 5.1907220881384992 0.9572984956903382 2.4012029227233134 107.77031996357255 2.3679754397599018 1.3428561470063911 15.946503910603493 7.4991292974154904 34.962867770605953 0.62065338168758888 11.059748956562538 0.69861676354776137 3.6121629178524017 0.69124845330953233 0.72228527476545401 1.0959936019498915 0.87823501984530605 1.0685230523231437 0.68193673848872982 0.5248174266598653 3.056375912274234 11.224868789315224 8.2323430346295901 2.5379862891568363 0.98338611074723292
leaf_count=194 1492 110 2238 149 11942 2462 336 352 106 257 1924 313 529 20631 506 535 6324 2953 4021 107 2966 138 920 137 155 264 209 175 153 215 730 2620 2383 459 156
internal_value=0 -0.00210239 -0.00725736 0.00207599 -0.0101828 -0.0118011 0.00622322 7.02759e-05 -0.0193199 0.0143104 -0.0144644 -0.0346696 0.0215129 0.00279639 -0.00410248 -0.0091257 -0.00371226 -0.0222717 -0.000843669 0.0165951 0.0124599 0.000111081 0.0220243 -0.0178349 -0.0535768 0.0377726 0.0233318 0.0420688 0.014574 -0.0231595 -0.0042835 0.00682929 0.0148346 0.0219412 -0.0120098
internal_weight=0 146.374 65.5291 80.8449 57.7858 54.9787 59.0008 33.5074 8.66096 25.4934 48.5769 6.14802 2.8071 147.006 39.2355 21.844 17.2894 8.46529 36.8675 24.4565 20.4611 9.40134 4.23282 5.16853 1.4209 3.99538 2.89939 1.94676 7.7433 1.20675 3.74762 24.8465 13.6216 10.7703 2.85128
internal_count=69161 43809 19886 23923 17280 16641 15572 9365 3411 6207 14179 2237 639 25352 4721 8351 6859 3305 4215 5950 5153 2187 1027 1160 293 797 533 384 2606 368 867 5954 3334 2842 492
shrinkage=0.1


Tree=80
num_leaves=36
num_cat=0
split_feature=3 6 9 9 9 8 9 8 8 12 9 9 1 1 6 11 7 11 11 9 9 6 12 9 7 1 12 12 6 9 12 6 6 1 3
split_gain=0.472355 0.289047 0.222924 0.261558 0.365887 0.331466 0.516842 0.323742 0.291209 0.285456 0.245268 0.222897 0.375284 0.23886 0.263949 0.307733 0.279079 0.226395 0.215338 0.20693 0.270193 0.413912 0.269102 0.258454 0.310918 0.279524 0.237166 0.221676 0.21906 0.197194 0.197088 0.193569 0.341301 0.192236 0.195576
threshold=-0.039191272109746926 0.49263714793377289 0.85628955194357415 -0.42447059611136456 -0.19553466332693495 0.12521158961277862 -0.42449237182921723 -0.27454452892775444 -0.10372467438441234 0.017003995462945506 -0.16598775017816089 -0.1942085329469812 0.0068464549258351335 0.0010299374116584661 -0.31228905365085458 0.0012183806099357734 0.14697710615889767 -0.0014383114807516165 -0.009188097305947841 0.12502050261153222 0.85628611699070711 0.28807434317312025 0.0063174560023991824 0.17500724305896503 0.041381413154754861 0.01995519828051329 0.00054380643177502728 -0.0013882183924837047 -0.67093759983627355 -0.19421047379619683 0.00054380643177502728 -0.70722767058753111 -0.97354511020353318 0.10595279559493066 0.11387923639267684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 -7 -6 -5 11 -11 12 -9 14 15 17 -16 -13 -3 26 21 22 23 25 -25 27 -15 -21 -24 -14 -17 32 -28 34 -4
right_child=1 18 33 4 7 6 -8 9 -10 10 -12 13 29 19 16 30 -18 -19 -20 20 -22 -23 28 24 -26 -27 31 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0040600743459345686 -0.0015450832659826546 0.0038590673277439204 0.014943644816517436 -0.059194799183759174 0.041190046483498555 0.012536456519071926 0.087083479553534862 -0.012942459949975975 -0.014030882428787953 0.018097890358993996 -0.072329720951958873 0.034933738822565411 -0.0032448221484081686 -0.0034156663506023938 -0.049393951276396154 -0.031037240873765318 0.025074301812173724 0.12715539649043553 -0.020104695609469724 0.11252850990258122 -0.030808058197228573 0.046422370198304752 -0.059581259479092812 -0.028003592869526181 0.0058772284694919253 -0.0024839031013625442 0.018633789733003805 0.02374170885059252 0.05366502656722031 0.060935309814702812 0.047035069009607744 -0.016183109374514108 -0.07689634224018782 0.029370405098897101 -0.058974625523658425
leaf_weight=153.44893580234475 20.060130907804709 4.8470978469267747 0.97021316672908031 1.5442155548807956 1.6856269309937477 6.9717294275760651 1.0731950823683272 2.0332019253401077 18.912972701902618 0.41872897010762233 1.0573174520686723 0.53251727482711431 0.64050028988276619 17.708256167097719 0.90331947873346452 0.63937867479398824 1.1362999233242588 0.53226778731914259 16.564494188683057 0.4788817893495434 2.2145178799401029 2.239070392031862 0.1950089693564222 5.4690671394855581 5.3661252077363315 1.8104907905726575 0.51449644551757945 0.6812312281399564 1.3765202195500013 1.8954845463740639 0.65417329786578193 11.29850502893896 1.3694076809333626 3.9368498503172304 0.56719947645615321
leaf_count=25866 4502 1295 179 388 276 2416 159 320 6641 97 399 97 205 6471 185 82 148 45 5963 105 535 683 97 1803 1750 866 196 185 502 617 81 4247 427 1074 141
internal_value=0 -0.00399829 -0.00204163 -0.00300966 -0.00582394 0.00533227 0.0224811 -0.00204299 -0.0174401 -0.00323444 -0.046677 -0.00216015 0.0190644 -0.00391958 0.0184362 0.0412189 -0.00790667 0.0810338 -0.0146798 -0.005858 0.00211381 0.00625235 0.00040325 -0.00405998 -0.0112241 0.0220711 -0.0109757 0.0603919 0.0396124 0.0447257 0.00844538 -0.0211312 -0.0508069 0.0176599 -0.0123271
internal_weight=0 138.298 116.887 111.413 83.3076 28.1051 8.04492 62.8504 20.4572 61.1648 1.47605 59.6887 4.56919 55.1195 4.39796 2.35834 2.03962 1.06479 21.4116 50.7216 19.8309 17.6164 15.3773 13.8058 10.8352 2.9706 30.8907 1.16011 1.57153 2.53598 1.29355 13.1824 1.8839 5.47426 1.53741
internal_count=69043 43177 35919 34525 27448 7077 2575 20419 7029 20143 496 19647 1142 18505 638 305 333 142 7258 17867 6526 5991 5308 4709 3553 1156 11341 290 599 822 163 4870 623 1394 320
shrinkage=0.1


Tree=81
num_leaves=36
num_cat=0
split_feature=2 4 14 8 1 4 7 15 15 8 7 4 15 11 14 2 1 14 11 7 2 14 4 11 1 11 14 14 4 15 4 4 8 2 11
split_gain=0.347204 0.202617 0.277252 0.277137 0.277615 0.197471 0.2878 0.243945 0.268345 0.226868 0.341706 0.214425 0.221089 0.218407 0.204768 0.238079 0.220686 0.200161 0.255155 0.242237 0.194541 0.215284 0.185438 0.180322 0.178679 0.170449 0.239637 0.283323 0.226666 0.225794 0.285996 0.267558 0.274207 0.260052 0.233887
threshold=0.0017970256158150735 -0.081532224081456647 -0.35620596766466178 -0.34347752602729398 0.016177829355001453 0.00024091510567814114 -0.87895099876902349 1.1725534291236948 0.93881019442941205 -0.18733724008819619 -0.19105778007357291 -5.131034413352608e-05 -0.11433392882994269 0.01122541601960108 -0.35620596766466178 0.089497331529855742 0.56832876801490795 -0.7283476484402901 -0.0029634616835819802 0.070947800833657412 0.0038688249187543993 -1.4467564503334238 -0.05662798369303345 0.0092186504674460767 0.0042180800810456285 -0.0020774889272721941 0.42067726019562363 0.27741927266513072 0.0028882664628326897 -0.05521753974395812 0.0089400354772806185 -0.0084013463929295523 -0.19116583175482399 1.3242615750641564e-05 -0.00039210769578736066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 11 -7 8 9 10 -8 17 13 14 15 -13 -16 18 19 -2 -20 -22 -3 -10 -21 -24 27 29 -29 34 31 32 -31 -32 -27
right_child=5 22 3 4 -6 6 7 -9 23 -11 -12 12 -14 -15 16 -17 -18 -19 20 24 21 -23 25 -25 -26 26 -28 28 -30 30 33 -33 -34 -35 -36
leaf_value=-0.066398204522930562 0.059365411374470725 0.036074382706749647 0.067513758972827173 -0.031706851737933972 0.056073588430148452 0.051870684704456077 -0.019782445783555543 0.06279541297459669 -0.065284046561475129 -0.00089852115279738455 0.021100439539719927 0.0044719681842903744 -0.020453610904904107 -0.02630259114010804 0.0056077911767750555 0.068581356521365655 -0.056592022267410683 -0.0038827846363199458 -0.061349745455402588 -0.071610866804528828 0.069618716280375331 -0.0026933358726940449 0.0023430130125861549 0.020393979129534348 0.021821941679008489 0.035623058561698832 0.031001640388928515 0.0077885577020535505 -0.065279600981090494 -0.045267218180797444 -0.061791896448136999 0.041764497559215151 0.023934270853975075 0.0083711361619903928 -0.0086998661547898256
leaf_weight=0.86541660403599996 1.7775155427225402 2.1388007319619637 0.47996597681776654 1.973819514645583 0.44073437466795429 1.1179181724946818 2.5308854851900842 0.63140865458262752 1.000244770606513 82.012558893364258 10.636254549222937 1.329421933158301 15.126106831976356 2.4293089923812659 3.5546421362232667 1.026573380368063 0.67945468995458203 81.419850402988232 0.48722484963945945 0.26383639371488221 0.46420329762622703 3.6407140796145541 44.567308962534298 0.32561068539507676 0.91286266135284677 1.4233475698274558 5.499106782488524 0.79092948848847189 0.91651344023557613 0.80056851459085043 0.63340250076726201 5.8512671597854871 2.0107742496093168 3.1821771502800402 7.2793840431331844
leaf_count=109 395 274 70 309 96 186 519 126 218 21623 1735 325 4721 705 988 341 249 25257 63 33 69 849 6292 68 237 195 558 83 100 104 49 636 206 408 847
internal_value=0 0.00591727 -0.0167364 -0.0018883 -0.0156841 -0.00185822 0.0014213 0.000840695 0.000435343 0.00105771 0.0132422 -0.00470699 -0.0130645 -0.000672574 0.00877543 0.0324062 -0.00437355 -0.00243874 0.0131415 0.0360671 -0.00160699 0.00548405 0.00705154 -0.0442428 0.000872672 0.00620068 0.0122571 0.00775356 -0.0314326 0.0109125 0.019535 0.0295826 0.00422819 -0.00327623 -0.00145077
internal_weight=0 78.8535 3.75994 2.89452 2.41455 211.367 98.2549 97.137 96.5056 95.1797 13.1671 113.112 24.1455 9.0194 6.59009 2.356 4.2341 88.9662 7.54636 2.95421 4.59214 4.10492 75.0936 1.32586 1.1767 72.9548 28.3875 22.8884 1.70744 21.1809 12.4782 8.66261 2.81134 3.81558 8.70273
internal_count=69043 10336 584 475 405 58707 24475 24289 24163 23877 2254 34232 7329 2608 1903 666 1237 26903 1646 665 981 918 9752 286 270 9478 3186 2628 183 2445 1403 946 310 457 1042
shrinkage=0.1


Tree=82
num_leaves=36
num_cat=0
split_feature=3 13 11 3 7 12 12 13 7 11 15 10 10 12 2 10 2 2 2 3 2 11 15 3 11 10 15 2 15 2 12 10 3 2 15
split_gain=0.379103 0.219035 0.337824 0.339753 0.293033 0.25372 0.283919 0.236081 0.228046 0.217836 0.182327 0.295087 0.29916 0.276129 0.27044 0.220881 0.204685 0.362381 0.350557 0.29368 0.204443 0.196869 0.226473 0.180633 0.290856 0.304217 0.294885 0.440145 0.355784 0.309742 0.245705 0.314989 0.215065 0.211937 0.239155
threshold=-0.042554933577775948 -0.0068435652014598594 -0.0084268296917426166 -0.97015112771805423 -0.36024939055790356 0.0036108907926176315 0.0067281182323877618 -0.015356564563343987 -0.27723507233582961 -0.013778015485084269 -0.16234909194020369 -0.094023386138372286 0.010131890596261307 -0.01528013521019852 0.03251974098384381 -0.094298350371137887 0.10515745356678964 0.11841111630201341 0.12469480931758882 0.075555262155830874 0.83222618699073803 -0.010266183393546891 -0.92641927487414666 0.067029221798293306 9.2622847563695045e-05 0.17561059871081847 0.043330508465520744 0.0015017175464890899 -0.033413991178077695 0.03615002520382405 0.00065520312556628841 0.12436733375947255 -0.022815179079771038 0.14207950979471209 -0.067801713633446156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 -1 -6 -9 11 14 21 -12 -2 -16 19 -18 -19 -14 -20 22 -13 24 26 30 27 -15 29 -29 -26 -32 -27 -25 -35
right_child=10 -3 4 -5 8 6 -8 9 -10 -11 13 12 16 23 15 -17 17 18 20 -21 -22 -23 -24 33 25 32 -28 28 -30 -31 31 -33 -34 34 -36
leaf_value=-0.066323087561821578 -0.045764326704869421 0.0021730357218647544 0.079551528424928727 -0.010984734940605867 -0.055289723977150151 0.10500929841326712 0.026036992520249588 0.048905322350838248 0.024452178533657835 -0.036114151182003597 -0.027700424824246103 -0.037105330548900646 -0.0023654776129317257 0.058333761192580838 -0.0017130744205549498 -0.097367459436594972 0.096287692188227289 -0.085681767523566668 0.02662532928443925 -0.077715372645510997 -0.046910415098190855 0.014855890701452721 0.063926175274140448 -0.025794324001172927 0.010114551092789852 0.060486600634315768 0.0048940149372828151 -0.033331896546328038 -0.040339762250354107 0.0034746905843798625 -0.0085520769391212569 -0.10505541164951743 0.015656671089245917 -0.022816609578025403 -0.0018932758846884957
leaf_weight=0.47434000112116326 1.9329803398795764 127.80584832873137 0.94909398583695193 7.6619404894081544 0.37436326562601507 0.57655421238450832 2.1636574505173485 0.78615279274526972 8.5346313944428385 0.48870493617869204 5.4243682695487214 0.25531237077666435 14.452605348167708 0.75033441290725633 8.4945709615676588 0.24846686818636854 0.53702223354775824 0.35756265727104608 3.2407891083421423 0.53645908727776337 0.42800281465315482 7.1753268075335672 1.6939738770306574 6.7519753326632772 10.533981160617264 1.2675187457498394 10.544455517796449 3.4528405557211972 5.5886118686830697 6.7679509281078936 8.9020748319380765 0.35158726475492663 6.871558648243079 6.9342007572122375 25.744845012717633
leaf_count=86 457 21463 157 1515 80 67 272 105 1491 87 1888 69 3070 139 2988 47 127 66 991 116 241 1996 416 2134 2976 305 2664 984 1752 2016 2501 107 1812 3101 10757
internal_value=0 0.00375978 0.0129738 0.00181482 0.0267287 0.0236594 0.0426532 -0.00609526 0.0211014 0.0163139 -0.00348808 0.00227704 0.00756056 -0.00575941 -0.0119151 -0.00443146 0.000583194 0.0191265 0.00883496 -0.00506225 0.0180466 0.0225118 0.0506933 -0.00449947 -0.0007979 0.00636425 -0.0081774 -0.0165007 -0.0200524 -0.0089595 -0.000329544 -0.0122187 0.0226381 -0.00966548 -0.00633302
internal_weight=0 149.815 22.0094 12.1513 9.85809 4.48941 2.74021 1.7492 8.90899 1.27486 139.239 39.3531 28.6771 99.8863 10.676 8.74304 19.5524 4.56338 4.02635 14.9891 3.66879 9.12461 1.94929 94.4619 55.0309 27.9267 27.1042 16.5597 15.8094 10.2208 19.7876 9.25366 8.13908 39.431 32.679
internal_count=69043 25323 3860 2132 1728 617 339 278 1571 192 43720 10584 7092 33136 3492 3035 4611 1425 1298 3186 1232 2481 485 31248 15256 7701 7555 4891 4752 3000 5584 2608 2117 15992 13858
shrinkage=0.1


Tree=83
num_leaves=36
num_cat=0
split_feature=3 4 1 10 5 10 12 3 4 3 1 5 4 14 5 10 11 5 5 5 11 4 5 1 14 10 3 3 10 14 12 10 14 3 5
split_gain=0.33191 0.291422 0.313865 0.219171 0.204606 0.190055 0.187957 0.20327 0.233026 0.237298 0.190809 0.183323 0.180414 0.275435 0.508713 0.228944 0.212892 0.166056 0.347717 0.549067 0.208264 0.208079 0.186126 0.163227 0.162957 0.162777 0.294696 0.283269 0.265768 0.420191 0.259859 0.244912 0.376175 0.312765 0.311516
threshold=-0.19225290021859107 6.2154853367246701e-05 0.005900733871385456 0.011755564563059847 -0.078287311040668411 -0.45142457785776546 0.012838157477035051 -0.98734007254097367 0.037512488663196571 -0.53808851272333402 0.011805776506662371 -0.34395906947415683 -5.3578987717628471e-06 -0.30561654684508105 0.09478381515654298 -0.19693448352812257 -0.018939402999097899 -0.07683836389876296 -0.064941478010096754 -0.063918118103168664 -0.039489256973347465 0.0014083385467529299 -0.050952514557819545 0.79253730177879345 -0.038100297266514996 0.68616721963547589 -0.13533393735997376 -0.14319682680070397 0.68514466182472111 -0.84990191676081384 5.6761720252712033e-05 0.011229365765181449 -0.41832294676695575 -0.085228835232555852 -0.0054568994630273459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 11 6 -4 -6 -1 10 -9 -10 24 -3 15 14 -14 16 -2 21 -19 -20 -21 -7 -22 -18 -8 26 27 30 31 -30 -17 -28 -33 34 -34
right_child=1 2 4 -5 5 17 7 8 9 -11 -12 -13 13 -15 -16 25 23 18 19 20 22 -23 -24 -25 -26 -27 28 -29 29 -31 -32 32 33 -35 -36
leaf_value=0.0018269568840114055 -0.065576287838259278 0.05299468105849351 -0.011139707712934786 0.021633954707090161 -0.047743195230665912 0.070334887630390822 0.050503725315378868 0.014478766008430869 -0.061705044053320536 0.018610450432357924 0.086713928063225615 0.0090962097499930044 -0.016225777336954197 -0.029377820606567785 0.064960311099113141 0.022464292621302041 -0.010696055902724457 -0.03329840881737172 0.08811927956054269 0.078319662804917728 -0.053115469961290018 0.01090369100775178 0.0016132156662982404 -0.064543878826158696 -0.0018402266591168279 -0.016658269608503872 0.0040879770903176653 -0.095040276182998595 0.1189329716651141 0.014473160326991853 -0.045409018388416988 -0.041570029890761674 -0.027548392243274485 -0.0071345350134046212 0.092647023332321374
leaf_weight=84.045447740340023 0.83138477325701288 0.98630030175263783 17.939955823643686 7.1943743641959363 0.76734750511241046 0.73498619382735286 1.2050333784718537 8.2247297903959389 0.88236316536494996 0.63090332725550868 0.62607826360181196 26.8105117910236 3.4075188689457718 7.4523429847395146 0.99781607097247604 0.98821553132438644 11.692317838864252 2.8164334965185835 0.74548197060357679 0.348356579313985 0.63301007468544312 2.9683163711451925 33.908623288496528 0.59140397360533903 1.174389430525479 7.0165181386400937 35.495768066572062 0.56959110565366344 0.4282754212617873 3.8177323936251915 1.3142735069704938 3.1266830208041965 0.3273910725110909 16.437680133353748 0.63164241914637997
leaf_count=12951 249 127 5908 1803 322 202 113 1037 162 71 82 3924 1015 2378 241 208 4696 863 307 81 269 731 10119 262 116 2049 11149 91 54 674 217 804 109 5530 129
internal_value=0 -0.00227502 0.0018497 0.00479458 -0.00217128 0.00157717 0.0035429 0.0148598 0.00784341 -0.0282203 0.0375935 0.0106538 -0.00611931 -0.0176598 0.00216301 -0.00447591 -0.0166032 0.00247495 0.000527179 0.00320057 0.00138614 0.0226989 0.000610257 -0.0132886 0.0246688 -0.00220874 -0.00060295 -0.0318983 0.000888503 0.0250095 -0.0162782 -0.000939766 -0.00963538 -0.00389582 0.0516152
internal_weight=0 183.786 88.6593 103.983 60.8625 42.9226 96.7889 12.7435 9.738 1.51327 3.0055 27.7968 95.1266 11.8577 4.40533 83.2689 13.1151 42.1552 38.4519 35.6355 34.89 3.7033 34.5416 12.2837 2.37942 70.1538 63.1373 2.87208 60.2652 4.24601 2.30249 56.0192 20.5234 17.3967 0.959033
internal_count=69043 52708 22853 16335 18802 12894 14532 1581 1270 233 311 4051 29855 3634 1256 26221 5207 12572 11639 10776 10469 933 10388 4958 229 21014 18965 516 18449 728 425 17721 6572 5768 238
shrinkage=0.1


Tree=84
num_leaves=36
num_cat=0
split_feature=2 9 14 4 4 11 2 3 2 9 9 2 0 8 3 14 4 3 0 14 0 3 9 2 0 4 0 8 9 14 9 9 3 14 9
split_gain=0.278437 0.335327 0.212992 0.4358 0.332908 0.215604 0.254314 0.193889 0.418478 0.252481 0.294555 0.30463 0.262811 0.258807 0.545109 0.314549 0.320566 0.273439 0.251425 0.32174 0.341143 0.266874 0.353301 0.244561 0.253439 0.240085 0.240004 0.2323 0.217746 0.217395 0.200594 0.698914 0.481434 0.353299 0.308869
threshold=0.00017659676086623224 0.24591019851037241 -0.77404713406027092 -0.0097695488948374969 -1.0000000180025095e-35 0.012225331625024436 3.2283540349453694e-05 0.19456007843837145 0.2076484486460686 0.85628611699070711 0.85628955194357415 0.0099237719550728815 0.41587339341640478 -0.091379061171285345 -0.9374507318916584 0.24908104326341987 0.0067095598205924043 -0.044282766059041016 0.42667351663112646 -0.60987305346389376 0.86767327785491954 0.30797948234248912 0.34267389506118967 0.28608509898185736 0.14572872966527942 0.065127275884151473 0.31014880537986761 0.59620197729983426 0.81804581183528968 0.028728138452801231 -0.42449237182921723 -0.53355871336626615 -0.88024568142282067 -1.4467564503334238 -0.42447059611136456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 8 9 12 13 -12 26 15 -15 17 -17 -11 23 20 -20 22 -21 24 28 -16 27 30 -9 -28 31 32 -2 -34 -32
right_child=7 -3 5 4 -6 6 -8 18 -10 10 11 -13 -14 14 25 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 34 -33 33 -35 -36
leaf_value=-0.079707184722833779 -0.026380559406307704 0.0372043125751002 0.0093145906693719773 0.031655803387076069 -0.036684017562400632 -0.057235925168414026 0.0092358229244690164 -0.015893712828117832 0.038336670023315353 0.019758421141956525 -0.065422654971196412 0.017438526195158881 -0.022067885122876871 0.077026287880253619 -0.026741770968500535 -0.039608953486711444 0.019757775471985331 -0.053243418528848653 0.097613952714083838 -0.01168147888740741 -0.023324362930073495 -0.0070646047225154775 0.096564424655010569 -0.0090977724545843654 -0.053611099085255631 -0.10589052568372673 0.01318508864590149 0.086422910887545473 0.10399475889748999 0.070980446858488963 0.016464309171660044 -0.033917153042654045 0.063550403382024764 0.0046084032228087815 0.00075489189924045222
leaf_weight=0.87442236125934902 5.190226195612925 3.4710329609297323 32.262691974534391 1.5837433082051582 1.2962227584794148 1.095835633343085 1.2123118701565543 1.1351536342408537 2.7825987490068647 5.1135930886957794 0.48423029504192427 5.2982287217018893 4.9310715245883321 0.50142366858199494 10.84604619967285 3.2403899470809847 1.2644954917486755 0.57031422713771807 0.70545989628590067 0.59365680240443797 0.34844879792944994 8.2315007328943448 0.61274202437198255 23.588280437126741 2.6653273263800656 0.39728252240456718 2.7365316312861974 0.31625930656446044 0.17482559154450417 0.85390619823010627 14.003574700211173 7.1764235752925734 1.0673035434447253 21.548623187467456 117.79440440802318
leaf_count=75 658 474 3377 105 114 90 117 484 965 797 97 1038 1601 82 2214 521 177 113 319 214 134 3909 160 10422 641 58 946 104 36 270 2131 1857 133 3585 31047
internal_value=0 0.00744117 0.00474558 -0.0178761 0.000897234 0.00720229 -0.0223229 -0.00139178 -0.000180957 -0.000708065 -0.00957816 0.0104996 0.00069181 -0.0148714 -0.0249889 -0.0032088 -0.0229451 0.0124335 -0.00794987 0.00522478 0.0576287 -0.000627046 0.0432977 -0.0129647 -0.0359097 -0.0295385 0.00134933 0.00079966 0.000106222 0.0269304 0.000637296 -0.00609425 0.0010865 0.00739003 0.00242402
internal_weight=0 41.7963 38.3252 3.75439 2.87997 34.5708 2.30815 244.172 206.117 203.334 27.716 5.78246 175.618 21.9335 11.7448 10.1888 4.50489 5.68391 38.0554 10.4918 1.05391 9.4379 1.2064 27.5636 3.97531 11.2433 170.687 167.097 1.30998 3.59044 166.781 34.9826 27.8062 22.6159 131.798
internal_count=69065 4352 3878 294 219 3584 207 64713 48394 47429 5097 1135 42332 3962 2354 1608 698 910 16319 4736 453 4283 374 11583 1161 2272 40731 39515 520 1216 39411 6233 4376 3718 33178
shrinkage=0.1


Tree=85
num_leaves=36
num_cat=0
split_feature=3 0 0 3 12 3 7 0 0 7 15 6 15 7 0 9 9 3 13 3 6 6 13 6 9 3 12 7 7 7 6 15 7 15 3
split_gain=0.24648 0.219396 0.309302 0.312428 0.238375 0.200172 0.304132 0.164707 0.26932 0.213893 0.315627 0.266915 0.214159 0.186324 0.185103 0.172179 0.543243 0.556913 0.333673 0.326043 0.317567 0.326261 0.356994 0.297553 0.30672 0.279884 0.260601 0.256016 0.253307 0.238116 0.265523 0.254571 0.234081 0.228832 0.228742
threshold=0.19456007843837145 0.42667351663112646 0.43914230167865759 0.76784968422725808 0.0016787225567739753 -0.99671037925725148 0.059553638036999056 0.41587339341640478 0.31014880537986761 -0.42520447980361892 -0.057639747392051188 0.34828251616293254 0.48383411276317856 -1.0277020355317263 0.45241488516330725 -0.42449237182921723 -0.53355871336626615 -0.9374507318916584 -0.0073743360239491218 -0.9374507318916584 -0.63346616979667292 -0.64707991721876545 -0.0035731029300241205 -1.0976036248200602 -0.53362263794378351 -0.029683633707463738 -1.0000000180025095e-35 -0.27723507233582961 0.011335851661620846 -0.35207094022047741 -0.14126694366669126 -0.051139679853718707 -0.11876235218345092 -0.1539848058928012 0.007833994925022127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 -1 8 13 -10 -11 12 -12 -7 -9 16 17 -15 -19 27 21 22 -21 -20 28 -26 -27 29 -25 30 -17 -32 -29 -23 -18
right_child=1 2 -4 -5 -6 7 -8 14 9 10 11 -13 -14 15 -16 19 34 18 23 20 -22 33 -24 24 25 26 -28 32 -30 -31 31 -33 -34 -35 -36
leaf_value=0.023574407501513163 -0.019506027678170598 0.16680786670163261 0.0012749150259359263 -0.012819799648549608 -0.0002119077033204918 0.036463263381581477 -0.047878575661542237 -0.044399098685649598 -0.027946138409817675 0.066216515862010425 -0.02665927446900343 0.089069381342137433 0.052699766320667842 -0.021674792541280907 -0.005393441165438175 -0.058299157849924059 -0.053791380675016598 -0.069261488377582406 -0.068672378772138373 0.022652186809945216 -0.0020181057357585184 -0.012256386147318006 -0.00094532808183191294 -0.058759140695047576 0.0074800636932515823 0.068887863003144964 0.014931321382910782 0.036096730378176616 0.0049895683927379773 -0.049226333907083447 0.072027485499472188 -0.016461560891237761 0.010755354043488386 0.073225892806267595 -0.016819635626861756
leaf_weight=6.7461652474812572 17.173210682099128 0.23010598667315108 10.148924687466204 0.16717650889768265 10.2106671753354 1.4336285053068412 0.65338522153251677 1.6227468599463453 0.64852321575744998 1.708552609823528 1.3545542141291655 0.34650804100965604 0.45403058087686066 9.6265729949809593 4.8613520839862758 0.43625000180327345 2.6277301212539887 0.5824796807719349 0.5096436912426715 9.5638441943738197 126.83367590903435 0.4158773164381272 19.447529537010269 1.1850789968448219 24.906077569001358 1.5114389375085013 2.19524871034083 5.106514389841327 1.3149006273597477 1.155806434413537 0.71454440473462444 0.59652012794686027 12.736386347826734 1.2678859099396493 4.6078699288482312
leaf_count=735 6993 78 4581 77 4590 225 75 419 172 567 433 115 134 993 1587 97 642 108 88 1925 30480 94 4458 285 2930 317 464 942 387 200 139 92 2072 305 1266
internal_value=0 -0.00759201 0.00466323 0.0912205 -0.0123118 0.00106564 0.0172651 0.000565713 0.00100267 0.0251963 0.0341164 0.00866744 -0.00673682 0.000525494 -0.0151552 0.000298868 -0.00494679 -0.000570682 0.00573769 0.00174264 0.000190688 0.00931752 0.00683379 0.00711916 0.00836067 0.0112955 0.0369326 0.013527 -0.0252296 -0.0140132 0.00927948 0.0317659 0.0180079 0.0521124 -0.0302465
internal_weight=0 37.9301 10.5462 0.397282 27.3839 247.171 7.39955 239.772 233.288 4.51217 3.86365 2.15509 1.80858 228.776 6.4841 227.342 49.067 41.8314 32.2049 178.275 157.529 30.6951 29.0114 31.6224 31.1127 28.6128 3.70669 20.746 2.49998 2.90312 1.74731 1.31106 17.8429 1.68376 7.2356
internal_count=69065 16319 4736 155 11583 52746 810 51936 49930 1421 1249 682 567 48509 2006 48284 7480 5572 4579 40804 37262 6782 6383 4471 4383 3711 781 3542 672 528 328 231 3014 399 1908
shrinkage=0.1


Tree=86
num_leaves=36
num_cat=0
split_feature=12 5 6 13 13 5 9 6 5 5 9 5 14 13 14 6 6 14 8 7 8 6 6 6 12 5 6 6 14 6 9 14 5 8 9
split_gain=0.204435 0.305876 0.283721 0.259528 0.220024 0.253921 0.233108 0.201156 0.257186 0.194616 0.174963 0.352225 0.20881 0.165378 0.288857 0.157974 0.287972 0.180983 0.368923 0.238444 0.231677 0.238525 0.20734 0.243498 0.194598 0.159632 0.155493 0.246121 0.40227 0.244222 0.427649 0.223958 0.274287 0.235807 0.223918
threshold=-0.0063020015501371032 -0.35460678984392363 1.0908219020900261 0.0046581725354801007 -0.003919202023536795 0.29191544671220454 -0.42449237182921723 -0.69881041803587041 0.15785563071813744 -0.11522141383926722 -0.1933372885291251 0.092788484212388847 -0.50829037152900114 -0.0094124046086568585 -0.069462168553571221 1.3092430242121353 1.1171693559228852 -0.037415715234178547 0.081780222339248351 -0.36024939055790356 -0.0219677030699157 -0.57430405887675884 -0.59595684334928845 -0.041872217821225265 0.0026030079593942239 -0.014114721336794573 0.36547507769490567 0.28807434317312025 -0.78914321785090935 0.48247416311951485 0.85628611699070711 -0.4565805732834029 -0.0015598436849179121 -0.072551458188521281 0.60892736791173707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -2 8 9 -3 13 15 -13 14 -8 16 17 19 20 -12 21 -19 -22 -24 -20 -23 27 -6 -29 30 34 33 -33 -30 -28
right_child=4 3 -4 -5 26 -7 10 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 24 -21 22 25 23 -25 -26 -27 29 28 31 -31 -32 32 -34 -35 -36
leaf_value=0.014245912191666033 -0.016427573118537538 -0.028128549835663 0.16104575496768814 -0.021833594150126256 0.00027943610781683335 -0.031144717571262578 0.029453995253184786 -0.006497877188736405 -0.033950989979771938 0.028838912841652672 0.062411858752314267 0.053059231439351241 0.0093710645026324185 0.022324571374633007 -0.0037068099240563828 0.065118214943567468 -0.14385152485179167 -0.063861145526521362 0.091814969318095074 -0.033887730500307342 0.038647660165696401 0.051078109417227825 -0.096364786538480782 -0.008071620503895564 -0.0073759343022680715 -0.026600056311857013 -0.013588231295030079 0.09176057545518676 -0.080550119896859243 -0.0019122543043041654 -0.064685294025756096 -0.0067667330098755531 0.045954754164415537 0.015125843192481742 0.067936442248821768
leaf_weight=0.36963469800684734 3.6482147286005775 0.6873563578701577 0.2044915386250068 9.3371373517547891 131.11318492136161 1.7144740714538773 3.8115887667372581 31.514588819536588 0.98701857643027313 4.7017965279665033 0.27590650325873456 1.2008137915399846 12.30120019564856 14.715660192508944 8.4510828812053678 0.25365578598575744 0.16988966471399258 0.33188314386643458 0.60139520523443923 3.77634157949069 0.26746853548684146 1.0064222794426312 0.72275320663902665 0.55007303266757546 0.29470824188319966 0.3589042855164738 7.0028221730317437 0.71253166452515859 0.48766464507207274 36.249173252937908 1.7484932160296009 1.794653020930127 2.1921975400764491 0.54604491875215877 0.35393506729451463
leaf_count=357 892 181 135 3262 31443 563 745 8349 242 1150 89 229 2599 2402 1528 145 82 81 241 1512 103 380 210 194 144 108 1604 101 75 8321 336 552 477 139 94
internal_value=0 -0.00601842 0.0665329 -0.00690039 0.00115136 0.00672893 0.00796017 -0.00322052 0.012978 0.021573 0.0097726 0.00317817 0.0132565 0.0151774 0.00660052 -0.0126276 -0.0149877 -0.0123133 0.00240885 -0.027331 -0.0133084 0.0121758 -0.0413888 -0.0582074 0.0591933 0.0306588 -0.000515554 0.00116624 0.0214471 -0.00558998 -0.0202315 0.011468 0.0222225 -0.0300104 -0.00966606
internal_weight=0 47.802 0.574126 47.2279 236.653 54.4524 52.738 37.8908 6.37617 5.38915 49.0897 22.1114 13.502 26.9783 12.2627 8.6094 8.35575 8.18586 4.13361 4.05225 3.2375 1.69721 1.54029 1.27283 0.896103 1.36533 182.201 136.846 5.73309 45.3544 9.10525 5.02056 3.98685 1.03371 7.35676
internal_count=69065 13676 492 13184 55389 12247 11684 9922 1573 1331 10792 6117 2828 4675 2273 3289 3144 3062 1461 1601 1076 569 507 404 385 488 43142 32787 1344 10355 2034 1243 1029 214 1698
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=0
split_feature=1 0 7 9 4 7 5 8 9 9 9 5 0 8 7 9 0 1 7 9 1 8 7 14 9 0 4 0 0 7 4 0 4 14 0
split_gain=0.223268 0.197738 0.207164 0.247826 0.212514 0.199531 0.254068 0.263962 0.255583 0.252891 0.173915 0.171419 0.160379 0.160682 0.149212 0.140714 0.134567 0.194082 0.198125 0.16484 0.132022 0.144579 0.148928 0.157599 0.196309 0.202915 0.139769 0.135474 0.152748 0.131755 0.250768 0.209703 0.148346 0.184304 0.127939
threshold=0.092068888247013106 0.10456800088286401 -0.54270149855345273 0.86225639961044509 -0.017150238156318661 0.29790297369044566 0.093769847297011044 0.13644511286320052 -0.30279597387010998 0.32573359223980447 -0.53362263794378351 0.032345230336140833 0.048865329474210746 0.085711103636622987 -1.0277020355317263 0.070789812885164352 0.098848532885313048 0.18354649096727374 -0.099639240053071662 0.058093988797523539 0.083046026527881636 -0.34347752602729398 -0.46964193002780558 0.23835434155707272 -0.19421047379619683 0.020263494923710827 0.020556492265313867 0.033235494047403343 0.092106264084577574 0.045464521708702001 0.15885920077562335 0.019653410650789741 0.22193531692028048 -0.086319560784932206 0.04321576468646527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 -3 4 -4 6 11 8 -8 15 12 -2 -1 -14 -12 34 17 -10 -19 -20 21 22 26 29 -25 -26 -16 -22 -29 32 31 -31 -24 -34 -7
right_child=1 2 3 -5 -6 9 7 -9 16 -11 14 -13 13 -15 20 -17 -18 18 19 -21 27 -23 23 24 25 -27 -28 28 -30 30 -32 -33 33 -35 -36
leaf_value=-0.041804845403325464 -0.011168173727803158 -0.030457054993320232 0.016246218714685279 0.026757794519088274 -0.0044930737637477788 0.082481256955274002 0.062830866266074842 -0.071983359683140444 -0.004160136341398073 0.084885202144907454 0.034495219753096627 0.046744924013034199 -0.026642293509693906 0.056284734883511059 -0.045305178181214399 -0.085539253950004529 -0.082822663892065496 -0.10226374109504602 -0.055400075691036048 0.029088306854995222 -0.04601105942444312 0.00046484598688621004 0.028838466746492694 -0.051148846447713038 -0.0099613395423079776 0.054518278765343403 0.023497563679285956 0.037655667258920035 -0.006393308292178196 0.0030984255343623631 0.042158410027588578 -0.057287721720909436 -0.086336474196983481 0.029446962173921537 -0.005619289325870201
leaf_weight=1.732520733989076 7.8590753977368895 2.4726898014632743 5.4839460714156294 3.0682935319709932 49.887597519933479 0.19630238797981192 0.32524063832534 1.4240931022359289 2.1915206391204261 0.41778398997848842 1.3975947005601472 0.5466491640836465 0.53917237449786615 0.41235240511014126 0.89254187000915652 0.18286322051426385 0.42094303446356196 0.49967308339546423 0.64657308376627021 0.35921720619080588 0.29264555428380745 179.20751292941895 7.5052728815207974 0.78223868901841376 1.9824411753870657 0.64745209648390289 0.44121219076623674 2.658998900551524 1.1183291944471418 3.9552845459693335 1.4355611024075186 0.6729212797799845 0.25898474056157283 0.29303888264985278 1.0282242620960458
leaf_count=437 3216 775 2350 826 17640 78 102 562 658 124 206 287 170 165 135 88 101 121 236 184 108 36373 1163 104 226 77 68 824 399 447 136 152 49 84 394
internal_value=0 -0.00471071 -0.00210573 -0.000906137 -0.00243907 -0.0145675 -0.0185486 -0.034518 -0.0225099 0.0165656 0.00159945 -0.00740191 -0.0236894 0.00929493 0.00193293 -0.00371511 -0.0292502 -0.0231504 -0.0507947 -0.0252251 0.0017078 0.00134147 0.00966802 0.0121185 -0.00716866 0.00591287 -0.0225449 0.0195361 0.0246144 0.0167789 0.00564435 -0.00568146 0.0251585 -0.0248734 0.00850401
internal_weight=0 77.0107 60.9125 58.4398 55.3715 16.0982 14.273 5.86726 4.44317 1.82517 206.226 8.40572 2.68405 0.951525 203.542 1.40739 4.11793 3.69698 1.50546 1.00579 202.144 198.074 18.8669 17.5332 3.41213 2.62989 1.33375 4.06997 3.77733 14.1211 6.06377 4.62821 8.0573 0.552024 1.22453
internal_count=69065 27742 21591 20816 19990 6151 5467 1964 1402 684 41323 3503 772 335 40551 560 1300 1199 541 420 40345 39014 2641 2438 407 303 203 1331 1223 2031 735 599 1296 133 472
shrinkage=0.1


Tree=88
num_leaves=36
num_cat=0
split_feature=12 4 13 4 14 0 0 7 7 15 9 4 12 15 12 12 14 13 4 0 4 15 15 4 4 4 0 9 14 4 4 4 7 15 0
split_gain=0.167202 0.293029 0.18456 0.220583 0.240279 0.208485 0.292553 0.178357 0.16794 0.270845 0.182163 0.229037 0.164937 0.161877 0.161392 0.160326 0.143243 0.139033 0.196879 0.1371 0.253956 0.169645 0.149645 0.16545 0.294251 0.192425 0.233341 0.233729 0.227636 0.196658 0.15003 0.163599 0.147051 0.146602 0.141824
threshold=-0.011453456369681069 0.17046826239675286 -0.003919202023536795 -0.033740811748430126 0.19483089466583228 0.074044503271579756 0.064063169062137618 -0.13176583544166839 0.43949692545702052 -0.36403074339600866 -0.19553466332693495 -0.0084013463929295523 0.0011944616514082363 -0.39400369818753628 0.012506113786323105 -0.00065392346676256007 0.64080640268822997 -0.013131893674714661 -0.042647240683436387 0.00015876750694587829 0.014090564101934435 -0.78272263079971327 -0.66700859699686788 0.18334585055708888 0.52776645123958599 0.012434616684913637 0.21212390810251239 0.5490904008626929 -0.5808309713328893 0.002690155582968146 -0.00025402809387742303 -0.00090660527348518361 -0.04091649775243595 0.29502065401693639 0.012416308280080559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 19 6 17 15 10 -10 11 -1 -7 -12 -9 -6 -13 18 -2 20 -5 -21 -23 25 34 28 27 -27 -24 30 31 33 -33 -30 -25
right_child=2 -3 -4 4 7 12 -8 14 9 -11 13 16 -14 -15 -16 -17 -18 -19 -20 21 -22 22 23 24 -26 26 -28 -29 29 -31 -32 32 -34 -35 -36
leaf_value=0.014729112580189031 0.03778388438279149 0.039743215166106974 -0.00059345431976559528 0.036477906420013424 0.013419096143193504 0.05915007992726147 -0.1024305669387192 0.019783256695182817 0.04327181196385526 -0.051635887658280213 -0.031262810065086098 -0.027943731593711715 -0.013401797066378895 0.0083346240650662758 -0.018455634449425024 0.064037838614897757 0.044193493404778947 -0.02201179703133993 -0.045469380426201758 -0.040434440620833942 -0.020717375832396558 0.04930208058425084 0.026576320056687194 -0.071625905115317898 0.03930336326874137 0.023335583544162118 -0.058952940046998165 -0.063834778105033699 -0.0038489522290913849 -0.023025610412909361 0.013100965680237629 -0.070071488277899455 -0.011293552442228029 0.041363440558039095 -0.018726392483407579
leaf_weight=1.7751251461522821 1.010545045515755 1.1962361176992988 199.76608347049842 3.0491138517245409 1.042310366072343 0.68708912294096058 0.38968176773050789 7.1787232054484758 0.35651122158742543 1.9203508082573524 1.2038162516473674 7.242250972565671 0.57604899328725878 7.2508057560116885 1.3042868905613429 1.5655623396742147 0.28614343691151578 4.1447429384643319 0.39511328331718676 0.89159498501976386 1.0414817194105124 0.70598676690132478 2.931436293496513 0.79092169004434243 0.64002083049854253 8.6868652941848215 0.38800607861048853 0.3188824944591041 9.8973663225951842 4.0489276885309655 6.8525556013046502 0.67372939507185958 1.1558674999141663 0.77320098363998191 1.4108916610894082
leaf_count=515 193 305 48156 279 230 287 53 1512 104 463 355 2258 195 2487 197 285 86 774 76 173 115 118 755 151 71 1911 131 75 2788 1044 1915 178 324 191 405
internal_value=0 -0.00833562 0.000890811 0.00563104 0.00777335 -0.01083 -0.0186751 0.0209351 -0.0112063 -0.0367752 -0.00792796 -0.017583 0.0260631 0.00269652 0.0139039 0.0438066 -0.0252019 -0.0127948 0.0143824 0.00447497 0.0219158 0.00269878 0.00367797 0.00284283 -0.0203799 0.00469005 0.0169776 0.020249 0.000306745 -0.00298395 0.00120912 -0.00530996 -0.0329379 -0.000572812 -0.0377286
internal_weight=0 21.2312 262.317 62.551 55.3477 7.20322 5.94008 11.0909 20.035 2.27686 17.7581 9.30352 1.26314 8.45462 8.48301 2.60787 7.52839 5.5504 1.40566 44.2568 4.0906 40.1663 39.2747 38.5687 2.84183 35.7268 9.39375 9.00575 26.3331 23.4016 19.3527 12.5002 1.8296 10.6706 2.20181
internal_count=69155 6573 62582 14426 12848 1578 1096 2224 6268 567 5701 2859 482 2842 1709 515 2344 1043 269 10624 394 10230 10057 9939 627 9312 2117 1986 7195 6440 5396 3481 502 2979 556
shrinkage=0.1


Tree=89
num_leaves=36
num_cat=0
split_feature=2 14 15 15 11 14 15 3 2 2 0 2 3 1 1 3 0 14 14 14 15 14 14 3 2 14 1 0 14 11 14 1 1 3 14
split_gain=0.356633 0.31546 0.266687 0.324109 0.349004 0.237972 0.213043 0.202951 0.215638 0.213472 0.19761 0.282534 0.273451 0.246179 0.239982 0.179739 0.30389 0.340383 0.271277 0.232492 0.23295 0.267486 0.228469 0.299573 0.221922 0.195802 0.180305 0.166433 0.162112 0.152305 0.182426 0.150696 0.186392 0.218103 0.14849
threshold=1.8595091205497741e-05 0.19483089466583228 0.68490318660076366 0.28442587413989517 0.0076848062110934446 -0.50829037152900114 0.067030828969306816 0.57096365652978431 0.59300059080123912 0.59300059080123912 0.121883112937212 0.64129340648651134 0.66454829742906452 0.1420962139964104 0.12064554542303087 -0.98734007254097367 0.00024096216657198968 -0.20809603943354585 0.24908104326341987 -0.0020213698822487214 -0.061453145608016652 -0.06631705132315964 -0.022436057971381273 -0.99584530617357803 5.1532982979551896e-05 -0.032223774951328395 0.0086973034776747244 0.11603538691997529 -0.39330156514794878 -0.009402699410691653 0.85599200809151732 0.6816997528076173 0.95618876814842235 0.067029221798293306 -0.024004681249094832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 28 9 34 15 11 -10 -12 -14 27 16 -2 24 19 20 25 -22 -23 -24 -18 -19 -20 -13 -1 30 -15 -17 -33 -34 -9
right_child=7 -3 5 -5 -6 -7 -8 8 10 -11 12 14 13 29 -16 31 17 18 26 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 -32 32 33 -35 -36
leaf_value=0.049664230179696074 0.03700714522827897 0.04161784282919815 0.007325281120578001 0.063787205946583311 -0.055506621036223738 -0.061176787154441394 -0.027286080564100063 -0.013399650576776244 -0.096429549749862953 0.081253664971074113 0.049133458631960211 -0.0051175501092499045 0.064196206269705472 0.029891070055588782 -0.058503348127156067 -0.00022880788072854492 -0.094917339984411819 0.024560772343079986 -0.055142274392962903 0.058555918672312295 0.037839745996461262 -0.057157651489851871 0.078895387315588761 -0.03386078169804687 -0.016010376643627016 0.11160160214656359 0.01448574583943236 -0.081505400032415493 0.012374401178000906 -0.012612192775116542 -0.047347233869736327 -0.024787567205216909 -0.032715571415544119 0.11930264535659994 -0.1163163137434808
leaf_weight=1.4457047749310685 3.4332447471315382 3.4217444662062908 1.0483095860108735 1.1534700202755619 0.80114081082865674 0.98234883695840736 1.1140015587297964 0.25237900906358846 0.46299341168196573 0.32422424730611865 1.0107064053227066 6.2283753043921024 0.4965499780337258 1.7808911995889514 1.1313953013486751 225.76429495877164 0.46680067898705502 1.4813923235124091 0.88482227385247803 1.3122862234595229 0.9693230288175968 1.0986098790599486 0.37950557189469691 0.6214954672177595 1.5074180586307191 0.31306504207532082 0.64158423295157263 0.29891660213615967 6.0220129742883737 10.384557776491416 0.36917813649051812 4.1489477214490753 0.17676208339980792 0.2024962225696072 0.31538245705451373
leaf_count=86 303 268 70 70 64 78 82 111 130 175 478 2957 329 753 866 52817 50 278 96 322 193 205 54 117 235 84 84 103 646 5266 104 1460 72 67 82
internal_value=0 0.014699 0.00736947 0.0137647 0.0076153 -0.0258132 0.013508 -0.000677555 -0.00971447 0.00016528 -0.00815558 -0.0205714 -0.000974422 -0.00486082 -0.0159855 5.72662e-05 0.0114468 0.00237773 0.0118733 0.0212036 0.0111249 -0.00561045 -0.02567 0.00888802 -0.0346678 0.0397461 -0.025876 -0.00861573 0.0195935 -0.00759647 0.0166288 -0.00059109 -0.0186535 0.0484511 -0.0705682
internal_weight=0 15.9887 12.567 10.5363 9.38286 2.03066 8.58172 266.458 22.7313 243.726 22.1636 8.12168 14.0419 13.0312 7.65869 243.402 13.1095 9.6763 7.70208 6.17568 4.86339 3.06893 2.09961 1.001 1.97422 1.79446 1.52641 6.52729 7.46772 12.5346 2.15007 230.293 4.52821 0.379258 0.567761
internal_count=69155 1364 1096 948 878 148 814 67791 11179 56612 10986 4056 6930 6452 3926 56437 2021 1718 1433 1253 931 569 376 171 285 362 180 3060 732 6123 857 54416 1599 139 193
shrinkage=0.1


Tree=90
num_leaves=36
num_cat=0
split_feature=2 8 14 14 3 3 14 3 14 9 3 0 14 4 4 4 4 2 4 2 3 3 3 3 3 4 9 9 8 9 0 2 2 4 0
split_gain=0.347783 0.254671 0.259578 0.176149 0.466163 0.340275 0.3277 0.166186 0.27403 0.39568 0.380639 0.255963 0.223233 0.463623 0.529714 0.285601 0.260595 0.242123 0.179703 0.157905 0.152054 0.243471 0.150575 0.147701 0.14649 0.135702 0.12657 0.429299 0.465699 0.473645 0.304636 0.261036 0.245474 0.23957 0.267644
threshold=1.8595091205497741e-05 -0.22968061856732294 0.19483089466583228 -0.44237453505617502 -0.82046767767315021 -0.99487913235407166 -0.77404713406027092 -0.98121308564441267 0.18656775192311004 -0.30454769806747845 -0.997380033180434 0.00024096216657198968 -0.071312008180089509 -0.087756429566070424 0.046534825116395957 0.0045881038531661042 -0.017150238156318661 5.1532982979551896e-05 0.02669690735638142 0.99643012881279003 -0.9374507318916584 -0.997380033180434 -0.98891700818967354 -0.98734007254097367 -0.99079972012987116 -0.00076581354369409372 -0.19553466332693495 -0.42447059611136456 0.12521158961277862 -0.42449237182921723 0.00019900775805581364 0.0064738958608359107 0.0064738958608359107 0.0084395431913435476 0.00028578475757967686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 6 5 -5 -3 8 9 11 -10 -2 13 -11 -15 16 17 -14 -13 26 21 -1 25 -12 -19 -18 27 28 30 31 -9 -30 33 -29 -35
right_child=7 2 -4 4 -6 -7 -8 19 10 12 23 18 15 14 -16 -17 22 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 32 29 -31 -32 -33 -34 34 -36
leaf_value=0.03021312551736894 0.027128576980842437 0.006039718262105833 0.051119309238154588 -0.016115585984998564 -0.063383129259426782 0.034249386772892049 0.074982105962939471 -0.035449113527840879 0.032889143340099118 -0.055958757981955314 -0.026010531685830632 -0.014942666926343863 -0.041835229399136316 0.092680407673692636 -0.012780404582581339 0.044220453366899094 -0.080637568195845166 0.068339069651398465 -0.077870634897496627 -0.031323781576453706 0.033926382201639765 -0.032879714866902179 0.011625569783857648 -0.086659980743112763 0.0076102494725162548 -0.014117479192477137 0.0008414304160853721 -0.0081821174333836007 -0.0865356654799041 0.064486442532801322 -0.00077769532286544999 0.013430771679515403 -0.017354977168189289 -0.045601917052109406 0.038103192014680376
leaf_weight=0.82181601203046817 1.1887363380810705 1.6201982838101687 2.4256912688142611 2.1205432760762033 0.85478140940540637 3.6511216504586628 1.2001661462709288 2.6672180618625125 0.92839990139691542 0.36034944822313297 1.2356051445967751 2.0759496336395391 0.43378806629334477 1.8422909846412934 0.6423360298758779 2.3032281049636367 0.61863074712846344 0.92556971035446478 0.58075792211457145 1.7353566065557959 0.72608691453933616 2.3913848711817991 0.65823934576474297 0.59485352525371005 0.69582300645561312 0.60816874643205654 145.65169650824828 8.8450450555974367 0.269729990279301 1.9864022034453217 50.808864007878583 8.270378247369079 26.830862273174716 0.45300118639715892 2.436856118045398
leaf_count=57 84 105 199 201 92 332 65 246 88 58 167 253 58 293 185 499 117 186 77 997 58 255 126 96 136 95 39443 1961 44 246 9141 2858 9738 52 547
internal_value=0 0.0146288 0.0219391 0.0144464 0.00553783 0.015745 0.0353772 -0.000636963 0.00934523 0.0154483 -0.0192668 -0.0114409 0.0268256 0.0500427 0.0654162 0.0162461 -0.000106072 0.0245236 -0.0286988 -0.00126367 -0.0074036 -0.0167429 -0.0269587 -0.0457201 0.0422772 -0.0476612 -0.00105351 -0.00374441 0.00127757 0.0205037 -0.002507 0.0102734 -0.0120787 -1.50769e-05 0.0249819
internal_weight=0 15.8118 11.8725 9.44681 6.62645 5.77166 2.82036 265.648 15.6927 12.9339 2.75886 3.84544 9.08842 2.84498 2.48463 6.24345 3.94022 2.05518 2.65671 249.955 3.93929 3.2132 1.88504 1.83046 1.62139 1.2268 248.22 102.568 64.0026 10.5265 53.4761 8.54011 38.5658 11.7349 2.88986
internal_count=69155 1364 994 795 625 533 170 67791 2518 2167 351 414 1753 536 478 1217 718 380 330 65273 370 312 338 263 322 212 64276 24833 12535 3148 9387 2902 12298 2560 599
shrinkage=0.1


Tree=91
num_leaves=36
num_cat=0
split_feature=10 10 6 1 7 10 6 6 6 1 0 9 6 6 10 8 1 6 11 0 8 7 0 6 6 0 1 8 0 8 0 11 6 7 6
split_gain=0.165549 0.246486 0.648703 0.272848 0.290141 0.249777 0.165079 0.135001 0.130166 0.127598 0.263844 0.268094 0.229355 0.173326 0.218136 0.21925 0.327386 0.313181 0.166495 0.161878 0.16767 0.233673 0.160641 0.149717 0.179114 0.182073 0.200236 0.177181 0.169565 0.180774 0.175004 0.248238 0.249763 0.233657 0.155368
threshold=-0.45142457785776546 -0.4509362535116449 -0.67614516118820622 0.0065185262355953464 0.28491054480768757 -0.44492863795389098 -0.86432379282945571 -0.024946420261880705 0.60847543285981975 0.056863797828555114 0.047167291864752776 -0.53362263794378351 -0.79395626197837721 -0.67093759983627355 0.19430526365984394 0.017999657544977298 0.0044758243020623931 -0.18851981245272634 -0.0069699006771847512 0.047951659187674529 -0.009429679903754715 -0.099639240053071662 0.055743528530001647 0.17502771491862687 0.18116236161694174 0.04321576468646527 0.041112132370471961 -0.42788138063258208 0.00054651606478728365 0.023622500717553074 0.00039935280801728373 -0.022251341199165504 -0.43773918493917041 -0.10749345368244932 0.15841661172363528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -3 -1 -5 -9 10 11 12 -7 22 19 17 -17 -16 -19 -15 21 -21 -12 28 -25 27 -27 -26 29 30 31 32 -13 -32 -30
right_child=1 5 3 7 -6 9 -8 8 -10 -11 13 23 -14 14 15 16 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 34 -31 33 -33 -34 -35 -36
leaf_value=-0.12273186541921643 0.085354646301894627 -0.046342439402797142 -0.035105149091254076 0.042867109776841099 0.022333459153960435 0.040945183772998148 -0.020179089227416451 -0.008902286256003502 0.077156078066865572 -0.0028763406369190954 -0.035081557769441489 0.020803627534028354 -0.058568254791812081 0.082214747339872926 0.033214602413486546 -0.10630046318883773 -0.0030793489157846157 -0.09213758226768011 -0.0063102676181739292 0.041243092142314107 0.036255882029289595 -0.0023136038147623722 0.0080848074938256517 -0.051360158427627527 -0.026227762691591733 -0.088973901339001515 -0.008333141760740596 -0.00050821174272750488 0.00052036436071558332 0.050082168047502762 0.077553023299221202 0.0097761266510362679 -0.051814056476387461 0.011835123043787187 0.055284749686141881
leaf_weight=0.17401229316601519 1.1996414493769405 1.1642362555139687 2.2792424728395404 2.0113230985007249 1.4319343366660175 0.28210269781993691 1.6020364333235182 1.2687454173574226 0.20401869097258885 94.756613290135647 1.3078586004558048 0.72059500796604004 1.2937951149360731 0.4720661600658812 2.4854903291998198 0.42506242275703687 1.1088337789042269 0.31517799437278882 0.79901291540772879 1.7716091788170159 4.7716693894981246 4.0413743972239926 2.5295242408392369 0.77388457022607227 2.837423022298025 0.50671189655258675 0.78484993042366114 47.820535868246225 78.605455709570379 1.1231606357614499 0.81579313128168029 14.911376218171428 1.3820028144109588 1.6062546000466671 0.52147778100334008
leaf_count=41 112 534 389 561 156 44 857 442 72 33187 319 74 351 122 484 63 360 56 195 482 1566 1047 685 146 407 124 172 8538 15387 143 95 1503 143 174 124
internal_value=0 0.00040095 0.0172757 0.00592516 -0.0129428 -0.000123853 -0.0302269 0.0260229 0.00301919 7.63531e-05 0.0016842 0.000279912 -0.0407543 0.0124813 0.0170103 -2.45444e-05 -0.0316833 0.0134659 -0.0305888 0.0249195 0.0223642 0.0109611 -0.00662717 0.000704201 -0.00360549 -0.00289409 -0.0399705 -0.0019488 0.00298357 0.0110747 0.00882057 0.00524036 -0.0269268 0.0339702 0.000881283
internal_weight=0 278.329 8.39491 7.19526 3.71118 269.934 1.77605 3.48409 1.47276 268.77 174.013 153.985 1.5759 20.0277 16.1903 5.13358 1.5339 3.59968 1.11419 11.0567 10.5847 5.81298 3.83738 152.41 52.7234 51.9495 1.29156 50.658 99.6861 20.5592 19.436 17.014 2.1026 2.42205 79.1269
internal_count=69155 68257 1732 1620 545 66525 898 1075 514 65991 32804 27425 395 5379 4375 1158 423 735 251 3217 3095 1529 1004 27030 9387 9241 296 8945 17643 2132 1989 1720 217 269 15511
shrinkage=0.1


Tree=92
num_leaves=36
num_cat=0
split_feature=3 2 11 3 8 9 2 14 11 6 8 14 14 3 8 3 5 3 14 6 11 14 14 8 5 2 2 14 9 2 8 6 3 8 14
split_gain=0.232641 0.176485 0.367209 0.198653 0.176214 0.166079 0.464543 0.20027 0.290978 0.249074 0.241029 0.204884 0.274802 0.271287 0.244375 0.244598 0.272493 0.241383 0.219161 0.212424 0.234523 0.198373 0.433234 0.19235 0.263028 0.190169 0.189251 0.186791 0.237912 0.369855 0.207607 0.202196 0.190269 0.225796 0.181521
threshold=-0.19225290021859107 0.076852224767208113 0.003453590362742578 -0.4576640309824142 -0.10601434491698998 -0.52338520711075731 0.020831844769418243 0.22572169179883553 -0.009402699410691653 -0.12011226729707801 -0.19116583175482399 0.071030766651432223 0.051393038608554605 -0.96031911298632611 -0.34347752602729398 -0.97867697905894591 0.17713150858743223 -0.998164543410894 -0.069462168553571221 0.96883765219455342 -0.0078586826075262278 -0.56586597791643112 -0.69020916808898303 -0.24748752530405127 0.23763215656234385 3.0827657155896308e-06 0.0052240139339119205 1.0642586378576551 0.67971881347116203 0.00015011765208328145 -0.033254063119127923 0.92892850068396549 -0.91351615603343805 -0.26795353959590013 -0.36897950357690235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 25 11 9 -9 -11 12 14 -14 -7 17 21 -16 34 26 -21 22 -17 -20 -25 -1 -13 28 32 -30 31 -29 33 -10 -19
right_child=-2 2 3 -5 -6 7 -8 8 27 10 -12 19 13 -15 15 16 -18 18 23 20 -22 -23 -24 24 -26 -27 -28 30 29 -31 -32 -33 -34 -35 -36
leaf_value=0.025723937321721336 -0.0022843952579994372 0.019563256599969867 -0.033939728864563437 0.050702441379903151 -0.078566336100038298 0.02657645762292209 0.046532209600825422 -0.047866807631503569 -0.070533435886344406 0.028005522127609823 -0.027511859736574263 0.046837889866444299 -0.11907137928317134 -0.012288957454220784 -0.039307109929589738 0.018232064886846942 -0.01700933919072985 -0.018059142195562566 -0.019282489451958606 -0.05153723249940606 0.031171388950586399 0.011627083135411548 -0.059078207439391565 0.06945579007845408 0.0096798777942903747 -0.0071488196858709155 0.0084152225963552551 -0.031760346763569959 0.034906654221967336 -0.029278380542764493 0.089722728963659945 0.053101670299260134 0.023877437241325017 0.0083787581509427635 0.055376249505321232
leaf_weight=1.8852133057080269 178.59441988222261 0.2231658853124826 0.45756864448776469 0.7037464355380505 1.0166175629419734 6.8138789630065721 1.8672961218981061 2.1336739271828264 0.50758907740964776 1.3676036453107374 1.8263053873088235 3.9510472303627457 0.3070354057199437 1.0569155666671566 0.64695857831975345 1.5963081436202631 6.4942315270454847 0.38651183618640095 1.4292328965093464 0.67213575096684508 0.699755355788511 14.822064105106632 1.3277582292794239 0.95074697912513517 3.2608908375405008 26.457896902342327 1.8976188547530908 0.52608291804790475 1.1644133240915833 3.9204309756023576 0.52357893215957929 0.60210790554992855 5.0567775245544899 1.2694273984379822 2.6067231983324737
leaf_count=121 52765 83 104 172 279 1262 261 283 67 156 268 692 71 234 106 273 1467 67 262 101 126 3396 203 231 498 2787 431 73 155 651 62 87 690 171 501
internal_value=0 0.00373149 -0.0230537 0.0173527 -0.0609026 0.00438756 -0.00177946 0.00713475 -0.00160845 -0.0214125 -0.00373981 0.0105123 0.00781931 -0.0363265 0.00931212 0.00580281 0.000517203 0.0196078 0.0240223 0.0260645 -0.00935035 0.00693108 -0.0168729 0.0124167 0.0231739 -0.00496232 0.0343715 0.00616638 0.00179878 -0.0145802 0.0376816 0.0135299 0.013986 -0.0141618 0.0458936
internal_weight=0 100.429 2.4011 1.16132 1.23978 98.0282 30.2104 67.8178 18.898 5.32758 3.19391 48.9198 41.6993 1.36395 40.3353 33.5214 24.2404 9.28106 8.63411 7.22056 1.37189 17.7461 2.92407 5.64087 4.21164 28.3431 5.84867 13.5704 11.9186 5.08484 1.65177 1.12819 6.83379 1.77702 2.99324
internal_count=69156 16391 638 276 362 15753 3169 12584 2663 707 424 9921 8571 305 8266 7004 5339 1665 1559 1350 227 3872 476 991 729 2908 1123 1956 1734 806 222 160 928 238 568
shrinkage=0.1


Tree=93
num_leaves=36
num_cat=0
split_feature=3 4 9 9 8 9 7 3 9 9 8 8 0 1 7 4 4 9 0 13 3 0 1 1 9 4 13 3 0 1 3 0 8 7 7
split_gain=0.221781 0.172052 0.252608 0.384165 0.258612 0.347656 0.217164 0.223743 0.212597 0.306931 0.368897 0.235589 0.196904 0.196891 0.242693 0.192733 0.188268 0.340714 0.184919 0.177524 0.176624 0.182064 0.258675 0.232364 0.233467 0.339173 0.316518 0.221871 0.323987 0.398368 0.305699 0.297514 0.260894 0.221372 0.352361
threshold=-0.19225290021859107 6.2154853367246701e-05 -0.19421047379619683 -0.42447059611136456 0.13644511286320052 -0.42449237182921723 0.80428462934040723 -0.17919072695076463 -0.42447059611136456 -0.42449237182921723 -0.019257983786827297 -0.24748752530405127 0.011505289934575559 0.00016632516053505245 0.20742571405272014 -0.0076707298867404452 0.009558092802762987 -0.53362263794378351 0.0044536159839481124 -0.0047360691417792393 0.93879861064488079 0.016212333925068382 0.018075181171298031 0.00035061711969319736 0.67971881347116203 -5.131034413352608e-05 0.0024458526862277366 -0.042554933577775948 0.23260983079671863 0.24091210961341861 0.12940354272723201 0.41587339341640478 0.12766012988073691 -0.070538190468858106 0.56650566825667037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 16 19 7 -4 9 10 11 12 -2 -11 -15 -12 17 -3 -13 -6 21 22 -10 -23 -25 27 33 -26 29 32 31 -30 -29 -27 -35
right_child=1 2 6 -5 5 -7 -8 -9 20 13 15 18 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 24 25 26 -28 28 30 -31 -32 -33 -34 34 -36
leaf_value=0.0036765923253204279 0.040767993916318752 -0.030052509540558537 -0.057803229686067353 -0.02137264472717889 -0.048422395073448733 0.068204262188779383 0.064666033791605446 0.0055066760230361731 -0.012699150898214795 -0.031089923083778698 0.029589442578714417 -0.067274546894474541 -0.036695062324499227 0.022517323246606883 0.085200510050909159 0.00039048811722445332 -0.012015331704109811 0.018887016802173473 -0.021084892637148384 0.015368671055309438 -0.026384788250343228 0.098426217822403572 -0.062385757577713391 -0.0085339346957440873 0.067301947161067868 -0.02898018410834137 -0.053482310333360185 0.017897774926532845 0.041031054704846907 -0.11287346736763551 0.059805759751102111 -0.061786402053440971 -0.045629622959083745 0.027275587443543588 -0.055466970042128597
leaf_weight=99.845910137529245 0.96184817259199895 1.8360816572385381 0.56456696256645855 10.642085960615075 0.5058419210254218 1.2196487630717445 0.61323254801391058 49.664022227054375 11.91713553237423 0.48677807161584397 3.2267116594885046 1.1122412630356908 0.49806417501531541 2.7168491797056054 0.79941020999103773 7.5500943338556628 11.4598878538236 6.3162847787607506 3.9268746307352558 3.1710556241159793 4.7831988324624026 0.22101454623043437 1.1487982890066621 37.838304161492488 0.87602243255241674 1.7611088998964985 1.3606014284887349 3.0454106024262724 0.63939791603479557 0.31304421047025233 2.1480203610262834 0.50269215973094106 0.82066793023841444 3.1861618271213952 0.61382371821673576
leaf_count=16391 91 572 115 3712 131 149 105 13735 2579 45 862 141 111 504 152 2396 1858 1431 890 1106 2823 32 399 15226 195 434 379 654 130 61 625 84 209 697 132
internal_value=0 -0.00220904 0.0010106 -0.00550771 0.00138108 0.0219392 0.00551721 0.00479508 -0.00520366 0.00356645 -0.00221479 -0.0210319 0.0143407 0.0285165 0.0367681 0.00913302 -0.00375161 0.00786482 -0.0312799 0.00659274 -0.00782561 -0.00648853 -0.0170678 -0.00389642 -0.00432226 0.00611613 -0.0102501 0.0196905 0.0141065 -0.00437295 0.0375792 -0.00422416 0.00441256 0.000327313 0.0139099
internal_weight=0 178.447 85.9927 35.1509 24.5088 4.89655 50.8418 50.2286 92.4543 21.2789 17.2758 6.49903 1.45991 4.00304 3.51626 10.7768 19.6123 8.15237 5.03912 3.6769 71.1754 66.3922 13.0659 53.3263 53.1053 15.267 6.9217 8.34526 7.46923 4.17912 3.29011 1.14209 3.86608 5.56109 3.79999
internal_count=69156 52765 22914 8959 5247 1386 13955 13850 29851 5192 4491 1233 202 701 656 3258 3861 2003 1031 1237 24659 21836 2978 18858 18826 3600 1642 1958 1763 924 839 214 863 1263 829
shrinkage=0.1


Tree=94
num_leaves=36
num_cat=0
split_feature=10 8 12 12 12 10 10 11 11 10 10 11 11 9 1 2 2 9 12 10 12 9 10 9 9 2 1 12 9 12 0 12 9 0 0
split_gain=0.192842 0.187951 0.321846 0.292917 0.189448 0.313037 0.194088 0.184601 0.27123 0.183753 0.173864 0.209893 0.300988 0.286533 0.222127 0.168874 0.197148 0.179897 0.178343 0.168827 0.164549 0.187059 0.154147 0.154542 0.164746 0.151517 0.171948 0.174793 0.145988 0.259485 0.240072 0.145605 0.184375 0.141155 0.207508
threshold=-0.45142457785776546 -0.30046923003581166 0.0064587865684530782 0.0076871445503058737 0.0034311378393330648 -0.19693448352812257 -0.25347374646873494 0.012481175056210119 -0.013778015485084269 -0.44492863795389098 -0.19654991179956058 0.0011106988510248661 0.0042128207309685313 -0.18775912692789884 8.7701344455126687e-05 0.0073497190605849036 0.019573113881051544 -0.1692066560701673 -0.00077224748608874033 0.011229365765181449 0.0036968628966491126 0.8583715237622932 -0.26291879501078225 -0.16360650193385393 -0.01881202508965921 3.2283540349453694e-05 5.2293693443061791e-05 0.008951457503242043 -0.19421047379619683 -0.011453456369681069 0.068245761096477522 -0.0013882183924837047 0.081685716557314783 0.061704905703663833 0.098848532885313048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 10 6 -6 8 19 -2 11 31 22 14 -14 -11 17 18 -17 -5 -7 25 23 -13 -25 26 27 -22 29 -16 -30 32 -3 -18 -35
right_child=1 4 3 7 5 20 -8 -9 -10 15 -12 12 13 -15 28 16 33 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 30 -31 -32 -33 -34 34 -36
leaf_value=-0.033214142256547403 0.051670685221373691 -0.00021237706708699883 -0.054416058190873723 -0.0052890227689121206 -0.0016002550140997393 0.028952144008121725 -0.037800108270073407 -0.049347212465582851 0.024255394039108227 0.018032489350152069 -0.0043673727722088841 -0.06374419853440709 -0.04611591331199124 -0.018212007471126303 -0.077083569017449963 0.028192190011566871 0.030245110506893765 -0.091358353101807066 -0.060336170228655318 -0.063825315486541134 -0.039183112893906129 0.054138479301826609 0.051981259580938549 0.091575883770354249 0.0039070157088026952 0.0019549375512911481 0.027727953801978678 0.018729887482673731 0.015562050683745873 0.015419065157917862 0.062984258451369499 -0.013576506863630084 0.04578210452377042 -0.080082914016995799 0.031283183861499385
leaf_weight=1.7496972739318142 1.3195982299512277 7.526696108736358 1.1588717538543258 2.9334227845611167 3.0682306814542244 2.712106524835689 2.8632482593857267 0.70277923875255499 3.4720454018097375 13.190828154773049 131.58449786578785 0.23500267501367478 0.55727611458860149 3.8505571239766132 0.40098787158785842 0.49927263043355197 1.4125207304168728 0.41721107580815375 0.41813374229241163 0.59217255032854144 0.91966718179173712 0.7335306646709786 2.3968195209890828 0.28282599130034203 0.88533301049756152 68.174621162634139 4.8828707115753787 1.2027328803669659 4.6344342058000638 1.2441770510376935 1.3870200067904077 8.1678690496501094 0.98568191892263701 0.34137634637590952 0.32813652791082859
leaf_count=901 127 2030 158 438 1102 618 1132 111 453 2034 35662 82 47 1587 109 86 252 118 60 111 82 170 710 86 364 15261 448 101 826 475 412 2442 420 62 79
internal_value=0 8.96703e-05 0.00804856 -0.00754419 -0.000767559 0.00307784 -0.0190747 -0.000490223 0.00441653 0.0157543 -0.00274854 0.00379473 0.0120256 0.00430086 0.0148417 0.0129004 -0.00691324 -0.036916 -0.0121571 -0.015121 0.00474902 0.00388433 0.0365709 0.0102476 0.0251328 0.003394 0.0173988 -0.00636467 0.0192727 -0.00712727 0.0264856 -0.00403849 0.00511351 0.012319 -0.025501
internal_weight=0 275.483 26.7864 8.85929 248.696 84.557 5.93148 7.70042 6.99764 17.9271 164.139 32.5547 15.8744 12.0745 8.2239 16.6075 3.41665 1.33462 0.917406 3.5256 78.6255 75.9134 3.79998 1.40316 1.16816 75.1799 7.00527 2.1224 7.66662 1.64516 6.02145 16.6802 8.51238 2.08203 0.669513
internal_count=69156 68255 4089 1271 64166 18914 2234 1113 1002 2818 45252 9590 4698 3456 1869 2691 657 264 146 549 16680 16062 1242 532 450 15892 631 183 1822 584 1238 4892 2450 393 141
shrinkage=0.1


Tree=95
num_leaves=36
num_cat=0
split_feature=2 12 9 0 11 9 11 7 2 11 9 9 8 9 12 9 11 8 1 2 11 2 9 11 7 0 7 8 0 1 2 11 1 0 1
split_gain=0.149005 0.270561 0.207398 0.283774 0.176533 0.193229 0.215135 0.203804 0.196933 0.147482 0.130227 0.458045 0.313223 0.354042 0.289256 0.249822 0.309577 0.319483 0.225565 0.213164 0.212555 0.209381 0.224464 0.223853 0.21584 0.194665 0.208025 0.186269 0.181491 0.189391 0.189932 0.173226 0.189239 0.195033 0.284606
threshold=0.0017970256158150735 -0.014812163641291358 -0.30664112875213934 0.13970619440078738 -0.0031866771007598156 0.46502029960445929 -0.0040612501971260852 -0.045106977874227801 0.00022991257719695571 -0.0027354092595964037 -0.42447059611136456 -0.20024570592266636 0.12521158961277862 -0.42449237182921723 -0.0059184637298865554 -0.1942085329469812 0.018059398215790817 -0.0015335674485714922 0.02602882590144873 0.015680215321481231 0.0057368785266998018 0.94281283020973217 0.070334891574211425 -0.022972850909841667 1.0000000180025095e-35 0.017591699026525024 0.09502867603136729 0.16278279193476575 0.42667351663112646 0.60782581567764293 0.14207950979471209 0.0058781964646671741 5.2293693443061791e-05 0.02558345161378384 0.048345845192670829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -9 -5 12 14 -2 25 18 16 17 -13 19 -12 21 22 -17 -24 -25 -14 -27 -23 -26 30 -30 -22 -33 -34 -35
right_child=10 2 3 9 -6 7 -8 8 -10 -11 11 15 13 -15 -16 20 -18 -19 -20 -21 31 27 23 24 28 26 -28 -29 29 -31 -32 32 33 34 -36
leaf_value=-0.040791296193807614 -0.0012533911332485589 -0.0025035500135402772 0.0077125747138624551 0.091201802479779451 0.015774593778117435 -0.037870269369066789 -0.039167083783138136 0.059205883084985804 -0.017741005534853704 0.015738549635094478 -0.011113328796530314 -0.0075320086573263459 -0.034492789797765676 0.055483544648326472 -0.0078285127006158441 -0.0063211173423818523 0.032162185183915407 0.022497133560889809 -0.022119437447551404 -0.088352837264613404 -0.075137919597609348 -0.062536223204959926 0.027626001490150244 -0.0034360980198100844 0.0076606568068795485 0.0032038453623828519 0.037964754325391856 0.013515038113457898 0.017616804239849234 0.014992983687541171 0.12430843965587185 0.048837249978579078 -0.022606835728700564 0.015218925899041025 -0.012011534388065893
leaf_weight=1.3404211932793249 39.390581418585498 26.483138527313713 24.246398314739057 0.61913721958990209 16.132984240493897 2.2087424390920209 1.0200936158453284 0.52639882851508335 0.90349655032332521 0.44520740462212305 0.52696559251489983 10.165693071539863 0.91226504088262839 2.0384753538528448 18.639814141894021 26.467216957711571 4.7198257916606954 5.4382599568198211 6.7755861169789569 1.109752309595933 0.39966121057296078 0.96907835552155919 4.0533055285923174 23.715650485810329 18.913143563437192 5.399813902011374 2.5274109943129588 0.4823520002537407 0.27751868609629937 1.0903483882502767 0.41842764346802142 0.55764488957356917 8.4907919612269342 5.3325989648728891 13.696865390578749
leaf_count=389 8003 2560 4109 160 2347 336 179 78 155 84 182 1695 235 243 7011 8809 1027 1319 2621 302 133 597 1004 7080 5350 1804 996 358 88 348 138 74 2062 1506 5774
internal_value=0 0.00372703 0.00454914 0.0086005 0.00739442 0.00271714 0.00581988 -0.0188281 0.0105861 0.0596361 -0.00151834 -0.00297551 0.00289478 0.0179158 -0.0147752 -0.000425706 0.00972147 0.00293369 -0.0301675 -0.0634844 -0.00239233 0.000356595 0.00108523 0.00512963 0.00307662 0.00925236 0.0142866 -0.0372622 0.0105383 0.0410071 0.0817636 -0.00976593 -0.00883542 -0.010004 -0.00438078
internal_weight=0 73.926 72.5856 46.1025 45.0381 28.9051 25.2665 3.63864 1.4299 1.06434 202.509 152.241 50.2685 10.878 27.0521 125.188 20.3238 15.604 8.4123 1.63672 104.865 76.387 74.9356 48.4684 44.4151 8.83949 7.92722 1.45143 20.6994 1.78629 0.695946 28.4776 28.0779 27.5203 19.0295
internal_count=69156 10397 10008 7448 7204 4857 4288 569 233 244 58759 47478 11281 3278 10116 37362 4041 3014 3105 484 33321 23772 22817 14008 13004 3035 2800 955 5924 574 226 9549 9416 9342 7280
shrinkage=0.1


Tree=96
num_leaves=36
num_cat=0
split_feature=3 2 8 14 2 11 3 14 3 3 14 13 11 13 14 14 1 14 6 6 13 11 13 14 14 6 1 13 11 6 6 2 14 3 1
split_gain=0.23341 0.318365 0.336077 0.191869 0.310149 0.26248 0.209904 0.240729 0.185898 0.177594 0.332971 0.205374 0.168531 0.166925 0.163838 0.295508 0.160652 0.157172 0.148273 0.180616 0.273591 0.162831 0.152251 0.151471 0.195721 0.219352 0.15111 0.264589 0.152037 0.147514 0.243576 0.204476 0.176499 0.198641 0.16135
threshold=-0.53808851272333402 0.070766534656286254 0.017999657544977298 0.11962625116935867 3.2283540349453694e-05 -0.00766273288263092 -0.70517283305525769 0.85599200809151732 -0.99671037925725148 -0.58833510690601531 -0.4565805732834029 -0.001706898630223394 0.0060431795286184763 0.0043741331547088062 0.071030766651432223 0.058114316177173192 0.13658936321735385 0.5672696614894156 -1.4316761955078621 -0.99508453932142449 0.00057826211464789292 0.0092186504674460767 -0.0046463890713827546 -1.2249552679552878 -0.77404713406027092 0.038318889751374381 0.001226477441377938 1.0000000180025095e-35 0.01122541601960108 0.48247416311951485 0.66424517824041795 0.00056948131532408308 -0.5219851738223743 -0.80317197781914718 0.00016632516053505245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 12 -6 7 8 -7 14 -11 -12 -5 -4 15 18 17 -10 -1 20 -20 23 -23 -21 25 -25 -24 -28 -29 34 31 -31 -32 -34 -26
right_child=-2 -3 13 4 5 6 -8 -9 16 10 11 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 26 24 29 -27 27 28 -30 30 32 -33 33 -35 -36
leaf_value=-0.04162350626794379 -0.0020393330677066774 -0.062558751586651529 0.077740896699327641 0.030082508918299274 -0.032923284101352174 0.041790076326455282 0.024544868793638114 0.035817224618697623 -0.017412772930760663 -0.038938077122298506 0.096823426884037611 0.026961242597101261 -0.01789185164592115 -0.0054361567412934695 0.03166039703503689 -0.054405611328145601 0.03602533880665662 -0.05655499065356448 0.056530508352751675 0.048841646025845238 -0.015902803668774716 0.036022639399568998 0.010734567955400308 0.013208492035843955 -0.011960849527850531 -0.03173261267704363 -0.085172052500298773 -0.067007688424471301 5.7643405692787189e-05 0.024014128259267169 0.0396480055208994 0.081357659618396611 0.010578155417617613 -0.036798739312558608 0.0087651490223676579
leaf_weight=0.64562392770312627 203.65839821022655 0.69906981704116233 0.93892850480187806 3.2646491866471505 4.0978630894915122 0.49403677187365236 2.1832527953229111 0.97770947680692177 4.4951476964652102 0.47685151809128035 0.70894896550453279 1.0352265731780776 0.94398538954555977 0.32471760055341292 2.4050490288500432 0.82542632320109888 0.44449107142281707 1.329192900971975 1.6298862748480965 0.85528191918273577 0.76679192979645439 0.5522453385638072 1.1233504106639878 1.8403800967207491 4.7063861497227064 2.64976432036201 0.71344865551509462 0.43000132412271375 1.5803875290002904 1.7125061690894638 1.5398110416426787 0.97635872391401779 4.6195910198648553 1.0946965453331365 18.602361746101451
leaf_count=126 57605 200 181 268 672 60 347 155 678 66 105 226 94 61 405 152 86 199 213 63 133 69 116 178 532 297 103 63 245 198 170 236 983 285 3477
internal_value=0 0.00459559 0.00525694 0.0043306 -0.00448572 -0.0116316 -0.00283965 -0.0105635 -0.0172688 0.00745204 0.0351127 0.0553579 0.019322 0.056367 0.00620512 0.00489877 -0.0219232 -0.0263456 0.00596204 0.00663884 0.0333562 0.00514958 -0.0130781 0.00722723 0.00628419 -0.0133126 -0.0201263 -0.0328537 -0.0142869 0.00893044 0.0191283 0.0448362 0.00959923 0.00150208 0.00458026
internal_weight=0 71.6834 70.9844 69.7207 18.2303 14.0217 9.92383 7.74058 6.76287 51.4904 2.22103 1.74418 4.20863 1.26365 49.2693 46.8643 6.26883 5.82434 46.0389 45.3932 2.39668 42.9966 4.39943 38.5971 37.7419 4.49014 3.84719 2.72384 2.01039 33.2517 9.94296 2.68886 7.2541 5.71429 23.3087
internal_count=69047 11442 11242 11000 2559 2197 1525 1178 1023 8441 397 331 362 242 8044 7639 963 877 7487 7361 346 7015 596 6419 6356 475 527 411 308 5881 1872 434 1438 1268 4009
shrinkage=0.1


Tree=97
num_leaves=36
num_cat=0
split_feature=13 15 9 15 8 13 10 10 10 15 15 2 1 0 9 15 15 8 10 0 10 8 10 1 13 15 1 2 9 1 15 15 15 2 1
split_gain=0.16799 0.204342 0.191886 0.2966 0.191825 0.157017 0.156862 0.139377 0.219215 0.24145 0.159481 0.170801 0.158286 0.142236 0.138716 0.128094 0.191618 0.248905 0.144766 0.131703 0.129722 0.129437 0.12554 0.144665 0.12394 0.13986 0.123476 0.117004 0.333199 0.178543 0.229967 0.325409 0.117056 0.166683 0.306272
threshold=-0.0079107770703522786 0.68490318660076366 -0.53281676407899992 -0.42363106773388676 0.22016935388478284 -0.0085931747930168521 -0.061850414859141965 -0.45142457785776546 -0.4509362535116449 -0.057639747392051188 -0.013689699134594814 0.016766195185482505 0.002761666895821691 0.0063022682443261155 0.84876764390284554 -0.04219282343535187 -0.12010375596391504 -0.31972958622585851 -0.19655848664908693 0.059165088459849365 -0.096856762076176731 -0.2194001884641458 -0.40936822083879881 0.41882035136222845 -0.010068650848164405 -0.17292187506247422 0.011344232130795719 0.97932046651840221 -0.31635332715928804 0.81435289978981029 -0.39400369818753628 0.3217012025217571 0.72480978203746582 0.056872008368372924 0.33316639065742498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 14 -4 -2 9 12 11 -11 -9 -12 15 16 17 -5 -18 -17 -20 -19 23 -10 -23 -26 -15 32 29 30 -29 -32 -24 -34 -35
right_child=7 -3 3 4 -6 -7 -8 8 22 10 13 -13 -14 26 -16 19 18 21 20 -21 -22 24 27 -25 25 -27 -28 28 -30 -31 31 -33 33 34 -36
leaf_value=-0.055396644382124362 -0.030916721738104398 0.053268557224585636 0.082409702036602472 0.064005545487015841 -0.032325115627096654 0.027899721517665989 0.023507696676688037 -0.10557226379124912 -0.048390156636111306 0.024337157872390765 0.040548011924151861 0.099726846721605644 -0.004167203495585972 -0.029036133028254963 0.038381210236759111 -0.013452897070600926 -0.020931464170671196 -0.057928534568318105 0.084085797754190769 0.0096315395499367226 0.021561832992762733 0.0023647605367373226 -0.00034233735792315147 0.050298340294176104 -0.013732074955286239 -0.1012594937340414 0.02002534735335218 -0.015442933285595484 -0.031700363984410361 -0.037680362803919523 0.15853092141294675 0.026822032876727658 -0.0033679378959107402 -0.041556622018788972 0.020877061792676566
leaf_weight=0.51544226717670127 1.5730033047875611 0.90679499058751289 0.67373087209125548 0.46228995164346987 1.4213926534721384 2.7743169512832386 1.3745508491702008 0.22086442285217334 1.0141596611938428 0.66943738167174138 1.4305706551531323 0.54530569876078516 0.50791981548536569 0.87518587894737754 1.0471204068453506 7.9594493992226489 0.76364161883248005 0.56209643374313589 0.35363234994292714 3.5845084625470918 5.3833173159073517 3.1921544307479048 211.21151037308209 0.17402364344889054 0.60012859288326581 0.26237547714845311 1.239490127423778 0.508391929877689 3.9361338713160867 0.40618275376618829 0.27735526664037014 0.57956951283267699 13.428252598867404 3.1821416473103445 1.0433386020595206
leaf_count=104 826 184 141 100 555 647 300 47 518 91 184 133 172 185 232 1679 265 102 115 1277 1178 807 52168 143 145 60 431 194 2439 188 179 247 1784 858 369
internal_value=0 0.00647894 0.00510719 0.00613255 0.00347895 0.00536767 0.042882 -0.00124661 -0.00105315 0.0187029 0.0269097 0.0581801 -0.0348989 0.0161952 0.00278144 0.00116935 0.00860069 -0.00595243 0.0199713 -0.00628496 0.0254159 -0.0129575 -0.0015131 -0.033936 -0.00672322 -0.0403581 -0.000279377 -0.00134886 -0.0154913 0.0205241 0.03784 0.0694514 -0.000996168 -0.00881869 -0.0261407
internal_weight=0 31.8369 30.9301 30.4147 28.3664 26.945 2.04828 242.823 241.25 5.48877 4.75999 1.21474 0.728784 3.54525 24.1707 23.1236 11.5796 5.07904 6.50059 11.544 5.73695 4.61675 235.761 1.18818 4.05466 0.862504 2.11468 234.573 5.70763 1.7715 1.36532 0.856925 228.865 17.6537 4.22548
internal_count=69047 7891 7707 7603 7162 6607 441 61156 60330 1243 1024 224 219 800 5960 5728 2772 1214 1558 2956 1293 1114 59087 661 1012 205 616 58426 3247 808 620 426 55179 3011 1227
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=0
split_feature=3 10 14 14 10 10 6 10 10 1 10 11 1 6 3 6 7 11 10 1 3 3 0 6 3 7 0 1 14 3 14 1 3 3 11
split_gain=0.234526 0.194545 0.217647 0.145917 0.135342 0.215727 0.459055 0.321052 0.359857 0.387833 0.347013 0.334698 0.253768 0.228429 0.225509 0.298431 0.222874 0.257074 0.294784 0.202929 0.210258 0.249409 0.184746 0.181311 0.211265 0.216617 0.183077 0.170982 0.168115 0.165419 0.164154 0.160539 0.267038 0.160455 0.159256
threshold=-0.56582930494914752 -0.19693448352812257 0.16531914682360729 -1.2249552679552878 -0.45142457785776546 -0.4509362535116449 -0.81688330972363465 -0.19752778242747646 -0.19654991179956058 0.0010299374116584661 -0.094700942253017131 -0.018939402999097899 0.00013736715482082221 0.81476760788205616 -0.10745919868350028 0.52091907750019129 -0.0072036030420535571 -0.013218011249250631 -0.093252492399232098 0.021222920157015327 -0.046261522220447653 -0.25196807552129025 0.0066504254937171945 -1.0402777586452083 -0.0077384989708662024 -0.61956318058702364 0.0036367273423820738 0.010885962285101415 0.014443098844105716 -0.40897320199292148 0.85599200809151732 0.0033325491240248088 0.001838081516325474 -0.0099003231152892095 -0.029209692294679446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6 11 9 -9 19 22 -13 29 15 -14 17 23 27 20 21 -10 -7 34 25 -25 -27 -19 -8 -11 -18 32 -22 -33 -12
right_child=4 3 -4 -5 5 7 28 8 10 13 16 12 14 -15 -16 -17 30 18 -20 -21 31 -23 -24 24 -26 26 -28 -29 -30 -31 -32 33 -34 -35 -36
leaf_value=0.02159245093748359 -0.030271052676477908 0.038217133696549957 0.12563408788375816 0.002890093896070227 0.14812787877849484 -0.15549223862026337 -0.0084569548464035957 -0.0040879859611363456 -0.076376835154145728 -0.011389937480033269 0.0048019246546702511 -0.096955647693555261 0.052116133280536374 0.10381465911141274 -0.013359160856472757 -0.043245895319311105 0.0040172098711707648 -0.010599363514645915 -0.012351981356486135 -0.0097014155006628355 -0.084863901661669169 0.036811765528627742 -0.048947842744370425 0.041232553668289158 0.027058808946608393 -0.03092623756914243 0.0041900890851720319 0.01826584542591379 0.025708413139781412 0.025238511080709972 -0.021645609339213501 -0.0054204158083470781 0.030732826013349229 -0.076330402637087069 -0.086930347502319094
leaf_weight=3.1105024758689974 1.6810162020410633 1.1907170778140415 0.21496113824832708 64.732421009829523 0.25470329157542426 0.19786235861829726 2.5292346202768377 9.309729515109213 0.26865208095114212 1.4036191785708059 0.38276999047957361 0.34001913428074004 1.1814083003628262 0.34113940049428571 15.95705323143374 0.45438033092068497 69.102828603959097 3.2130727898329479 38.756579039809367 19.94992438085319 0.31531779555371331 0.70695123993209597 0.91704033696441911 1.1169801592768616 4.571010262843628 2.1012879431982583 5.0588658409833442 5.6793842221377417 3.3449938190751709 10.140688036408388 2.5858183525488121 0.39341671668808076 0.54567298098118044 1.689515027566812 0.37434892088640381
leaf_count=974 891 91 79 10024 24 43 630 987 110 205 76 52 399 73 6578 181 18438 459 11400 7752 78 254 320 179 1217 329 1206 1440 843 2327 536 95 141 544 72
internal_value=0 0.00471863 0.0283178 0.00352818 -0.00201302 -0.00177923 0.0166968 -0.00235389 -0.00103352 0.0111962 -0.00268652 -0.0146932 -0.011388 0.0231682 -0.00973421 0.025627 -0.000693225 -0.00512272 -0.0085844 -0.0137883 -0.0345903 0.00564299 -0.0678564 0.00700096 0.0098033 0.000274022 -0.00611549 0.0078361 0.010998 0.020785 0.00309155 -0.0479234 -0.0116018 -0.0629372 -0.0405541
internal_weight=0 69.2486 3.32546 65.9231 204.865 203.184 6.12893 197.055 178.008 21.1952 156.812 19.0478 17.9329 11.8854 17.5928 1.63579 132.943 61.2543 47.649 23.8695 3.91953 0.975603 1.1149 13.6053 12.8481 8.27713 7.16015 8.89246 5.87423 11.5443 71.6886 2.94392 0.860991 2.08293 0.757119
internal_count=69047 11168 1053 10115 57879 56988 1497 55491 47918 3592 44326 7573 7210 2605 7158 580 35352 16378 13299 8974 1222 364 363 3079 2931 1714 1535 1899 1473 2532 18974 858 219 639 148
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=0
split_feature=11 5 0 4 4 15 15 15 5 15 15 5 5 11 5 11 15 7 0 7 7 15 7 15 8 0 15 8 5 14 4 4 15 0 4
split_gain=0.114919 0.116977 0.195956 0.268517 0.183957 0.140659 0.118078 0.0934323 0.0923436 0.0923247 0.0915232 0.0848688 0.342508 0.185327 0.221872 0.19819 0.197822 0.182757 0.176803 0.117614 0.173212 0.161073 0.159357 0.198597 0.142397 0.14095 0.135421 0.161804 0.190448 0.129602 0.183254 0.0999689 0.0983095 0.152532 0.0971497
threshold=-0.033298922857380023 -1.0000000180025095e-35 0.022567156702280048 0.10044012591242792 -0.0013730653445236383 -0.36403074339600866 -0.033413991178077695 0.11784508207049905 -0.11084171925523281 0.081380590963576513 -0.1767983350927754 0.28920778697238997 0.27565963431870255 -0.0135163591085168 0.29191544671220454 -0.012446427886957276 -0.28469097593800702 -0.50171036016755821 0.051124306395649917 0.017942140374640574 0.28491054480768757 -0.03832599776959638 0.0073249401820875597 -0.07261982972183359 -0.099157004177451186 0.015717889182269577 -0.007100437343942073 -0.097108983911350838 0.29191544671220454 -0.015716880953332041 0.013316614087671043 -0.00076581354369409372 0.022802071287528536 0.030799079686403278 0.23931269347667697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7 -8 9 -4 -6 12 -2 14 -13 -15 -17 -18 -16 22 21 25 23 24 -19 -21 29 -28 -29 -25 -31 -30 33 -14 -22
right_child=11 4 8 -5 10 6 7 -9 -10 -11 -12 13 32 15 18 16 17 19 -20 20 34 -23 -24 26 -26 -27 27 28 31 30 -32 -33 -34 -35 -36
leaf_value=-0.0053875806678994036 -0.00062285133781382965 -0.025822770853540983 0.025205642920581629 -0.027808265292159146 0.084272099177215301 0.071258478337191941 -0.0044119529146737424 0.048784486670557015 -0.023219680687204224 -0.05081201815939293 0.031984224271376989 0.00030264417192418861 0.024387971132338641 0.082051472806926276 -0.11488705561237772 0.086804608458670163 -0.068863993611594052 -0.074791374262446905 -0.0056284986927648828 -0.032064534347768757 0.011155581829051769 -0.031688396472399988 0.081950176055492582 0.068231442894776631 0.00095489243196217799 0.028112357057883765 -0.049137275968332221 0.047084890219445209 0.028998609505780135 -0.021877146702995391 0.093516684003919048 -0.05557681339857462 -0.075591172050141375 -0.035422417731851903 0.062740654933969048
leaf_weight=0.70054221441387277 246.09160535552473 0.44653311180445632 0.89986822169157699 0.91174975034664374 0.46229172190942347 1.0219092031766204 0.5734974776278241 0.77815177655429579 2.4558093470259337 0.19425709036295302 1.213433836266629 1.4621652002097101 0.51048015078413289 0.3838603479671282 0.37039070003083896 0.31894325725443096 0.30928314998163564 0.33887896212399937 0.24679228637251072 0.57077423253212689 1.7698173708777178 2.1314823942811967 0.38233793874678657 1.0826979536795986 0.92736752651398979 1.2237359653372548 0.38765464456810161 1.10066019842634 0.22620282240677625 0.4676488105469615 0.19501027307705954 0.36570852261502307 0.44995552132604633 2.5885011817299528 0.45996834919787932
leaf_count=96 60790 122 299 127 108 182 104 118 707 70 242 281 162 74 84 79 89 107 88 117 471 824 104 259 356 497 107 323 141 213 51 165 184 1258 48
internal_value=0 0.010473 0.00463267 0.0198509 0.0312112 0.0339862 0.0456071 0.0262135 -0.0124543 0.011709 0.0464092 -0.000632563 -0.00106767 0.00674577 -0.0209199 0.0112962 0.0090805 0.00700418 -0.071198 0.0090218 -0.000461468 -0.0131031 0.0196859 0.0150105 -0.0193167 0.00897208 0.0263727 0.00913882 0.022486 0.046913 0.0120815 -0.0232558 -0.0319121 -0.0255701 0.0217967
internal_weight=0 9.65804 7.53579 3.98585 2.12226 3.0741 2.37356 1.35165 3.54993 1.09413 1.67573 264.362 249.641 14.7214 2.07935 12.642 12.2582 11.9392 0.617183 11.6299 6.15578 3.92599 5.47417 5.09183 1.26625 1.79451 3.82558 2.08023 1.69257 1.74536 0.662659 0.591911 3.54894 3.09898 2.22979
internal_count=69047 2175 1703 627 472 500 404 222 1076 369 350 66872 62394 4478 453 4025 3951 3872 172 3783 1957 1438 1826 1722 463 614 1259 736 629 523 264 306 1604 1420 519
shrinkage=0.1


end of trees

feature_importances:
protbert_interface_features_protein_wt_2_pc=359
protbert_core_score_change=308
protbert_interface_features_protein_wt_3_pc=279
proteinsolver_core2interface_score_wt=271
protbert_core_score_mut=264
protbert_core_features_residue_wt_4_pc=254
proteinsolver_interface_score_mut=230
proteinsolver_core_score_mut=215
protbert_core_features_protein_wt_7_pc=204
protbert_core_features_residue_change_1_pc=194
protbert_core2interface_features_residue_wt_7_pc=191
protbert_interface_features_protein_change_6_pc=163
protbert_core2interface_features_residue_wt_9_pc=160
protbert_core_features_residue_change_0_pc=142
protbert_interface_features_protein_change_7_pc=137
protbert_interface_features_protein_change_1_pc=129

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 36]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 64]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.937444]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.471773]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3.37002e-08]
[lambda_l2: 1.4147e-07]
[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: 4]
[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]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 5]
[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]
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[eval_at: 1000000]
[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]

end of parameters

pandas_categorical:[]
