tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=34 objective=binary sigmoid:1 feature_names=price_cents delta_cents iy cri cvr price_cents_mean_s price_cents_std_s price_cents_mean_m price_cents_std_m price_cents_mean_l price_cents_std_l delta_cents_mean_s delta_cents_std_s delta_cents_mean_m delta_cents_std_m delta_cents_mean_l delta_cents_std_l iy_mean_s iy_std_s iy_mean_m iy_std_m iy_mean_l iy_std_l cri_mean_s cri_std_s cri_mean_m cri_std_m cri_mean_l cri_std_l cvr_mean_s cvr_std_s cvr_mean_m cvr_std_m cvr_mean_l cvr_std_l feature_infos=[0:100] [-98:98] [100.90900421142578:100000] [1:99] none [0.3333333432674408:99.666664123535156] [0:69.296463012695312] [0.5:99.599998474121094] [0:69.296463012695312] [0.5:99.599998474121094] [0:69.296463012695312] [-95:98] [0:134.35029602050781] [-95:98] [0:134.35029602050781] [-95:98] [0:134.35029602050781] [109.15993499755859:100000] [0:68838.3046875] [104.55049133300781:100000] [0:68838.3046875] [92.192184448242188:100000] [0:68838.3046875] [1:99] [0:69.027053833007812] [1:99] [0:69.027053833007812] [1:99] [0:69.027053833007812] none none none none none none tree_sizes=3377 3421 3434 3429 3418 3433 3428 3442 3442 3432 3447 3437 3441 3438 3437 3423 3429 3436 3442 3424 3455 3445 3453 3448 3444 3433 3448 3440 3426 3442 3433 3459 3437 3458 3460 3452 3450 3446 3456 3439 3451 3434 3430 3447 3455 3445 3436 3452 3446 3439 3433 3451 3447 3442 3423 3454 3435 3439 3447 3444 3438 3468 3439 3462 3452 3430 3449 3441 3436 3448 3449 3438 3440 3451 3463 3430 3435 3451 3439 3452 3465 3452 3452 3453 3450 3451 3449 3446 3452 3446 3438 3441 3459 3457 3450 3466 3456 3457 3462 3476 3458 3462 3449 3468 3463 3448 3436 3437 3444 3445 3446 3475 3457 3455 3428 3452 3437 3441 3448 Tree=0 num_leaves=31 num_cat=0 split_feature=0 5 0 18 0 13 17 0 10 5 11 11 13 17 13 13 13 2 17 0 20 13 19 23 14 13 14 9 2 13 split_gain=2108.91 336.015 223.256 75.8677 70.1898 57.8902 27.1159 26.081 25.1231 22.9863 19.6478 19.1873 19.0351 17.2225 16.9592 16.6252 15.1929 14.848 31.5605 13.2824 13.254 12.6069 12.282 11.6168 11.5801 11.3471 10.3859 11.9817 10.1148 12.6272 threshold=47.500000000000007 12.833333492279055 75.500000000000014 396.52758789062506 35.500000000000007 2.8452380895614628 15066.079589843752 55.500000000000007 12.401145458221437 83.166667938232436 -8.4999999999999982 -7.8333332538604727 -1.0000000180025095e-35 16939.256835937504 0.80909091234207164 0.76388889551162731 5.4083333015441903 99955.308593750015 15455.573730468752 38.500000000000007 19425.040039062504 0.26136364042758947 47649.619140625007 5.5349998474121103 12.38165330886841 1.4226190447807314 3.4089891910552983 47.044643402099616 9809.8505859375018 9.854166507720949 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 12 5 8 19 15 17 -4 -5 -10 -1 -7 24 -2 -8 18 -3 -6 21 -20 -13 -19 -12 -14 -9 -28 -17 -30 right_child=2 4 9 10 6 13 16 26 11 -11 14 22 25 -15 -16 28 -18 23 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.28620851774745298 -0.22894935798306904 -0.25887327980052716 -0.18903999858086057 -0.22397890097788684 -0.25446770521789097 -0.24988676198519386 -0.22629452030563443 -0.21038840409735798 -0.20057304523919825 -0.1726987988594873 -0.26916862771547773 -0.22951638392094242 -0.27448776134746744 -0.22964831936792474 -0.25666500832896394 -0.22050837754077093 -0.20135324043048786 -0.2588556731879269 -0.24849345514630278 -0.23456871648962574 -0.26115414752501115 -0.2302204625082038 -0.2675137926518476 -0.28069909138464222 -0.24197455071796053 -0.24889925326437293 -0.21160723437315143 -0.19260989597272982 -0.21421300944553745 -0.18334295143638052 leaf_weight=154.05414626002312 87.749241709709167 258.31799244880676 122.25737047195435 12.817304968833922 37.712455004453659 50.036786705255508 92.43248775601387 152.82171308994293 12.817304968833922 211.48553198575974 224.79581022262573 20.211903989315033 224.5493235886097 155.2865794301033 288.14287516474724 50.036786705255508 28.838936179876328 84.544915467500687 60.882198601961136 151.34279328584671 27.360016375780106 76.90382981300354 12.324331700801848 29.578396081924438 15.035684674978254 16.761091113090515 44.860567390918732 89.474648147821426 28.592449545860291 20.45839062333107 leaf_count=625 356 1048 496 52 153 203 375 620 52 858 912 82 911 630 1169 203 117 343 247 614 111 312 50 120 61 68 182 363 116 83 internal_value=-0.238494 -0.254775 -0.197481 -0.267982 -0.243521 -0.248279 -0.231436 -0.210716 -0.253104 -0.178685 -0.260679 -0.231662 -0.27797 -0.23458 -0.26157 -0.21944 -0.220363 -0.254913 -0.252325 -0.238538 -0.242082 -0.238295 -0.243909 -0.264517 -0.267464 -0.27271 -0.205039 -0.198954 -0.211018 -0.201338 internal_weight=2842.48 2034.75 807.737 936.156 1098.59 788.264 310.327 473.994 582.941 333.743 540.792 45.3535 395.365 205.323 527.974 186.837 121.271 537.587 423.464 189.055 165.146 137.786 32.5362 114.123 239.831 241.31 287.157 134.335 99.0876 49.0508 internal_count=11532 8255 3277 3798 4457 3198 1259 1923 2365 1354 2194 184 1604 833 2142 758 492 2181 1718 767 670 559 132 463 973 979 1165 545 402 199 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=0 5 0 18 0 15 16 5 18 2 15 26 11 15 2 24 5 15 14 28 8 11 14 26 9 19 28 20 28 12 split_gain=1979.31 318.266 207.532 72.2692 66.1178 50.1902 36.0329 33.0523 24.095 22.9951 20.9843 20.0603 18.5599 17.4869 14.4703 13.8844 13.7595 13.47 12.0439 11.5497 11.0645 10.7038 10.5754 9.89979 11.4406 9.67387 9.40206 9.12237 8.68488 8.67551 threshold=47.500000000000007 12.833333492279055 70.500000000000014 396.52758789062506 33.500000000000007 0.78647416830062877 11.964046478271486 83.166667938232436 396.52758789062506 16394.458007812504 0.091966174542903914 0.088788088411092772 -8.4999999999999982 0.89181286096572887 2884.307250976563 4.1972653865814218 42.416666030883796 -0.072299651801586137 10.278507709503176 2.8689359426498418 3.5027046203613286 10.166666507720949 12.38165330886841 0.027749378234148029 56.973455429077156 11080.850097656252 1.6507847309112551 271.55754089355474 0.15689296275377276 16.512618064880375 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 10 5 6 -3 28 16 -7 -1 17 -5 22 26 -8 -6 -2 -10 -12 -20 -11 -14 -19 25 -25 -13 -16 -4 -22 right_child=2 4 7 12 8 9 15 -9 18 21 19 14 13 -15 27 -17 -18 23 20 -21 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.044288448656959731 -0.014225744093322782 -0.020347986275601967 0.021555928012579054 0.013785957775969212 -0.011661379836540484 -0.013094132213496326 0.028909615909789591 0.063118938394989346 0.0070714234355025683 -0.00031797927292520557 -0.0059198233958021413 0.029318842631021972 -0.030222493947581225 -0.017642550003708058 0.054041252728712658 -0.010943448109707895 0.0080023090062071311 0.042469257773365493 0.042962387487539673 -0.032888276007131928 -0.0047957690408353655 0.014438048054543478 -0.0044394947224578188 0.0013846546842265532 0.03044063582185326 0.025388120643494848 0.0048342591260053108 0.030798893351874475 0.047389619560634075 0.023742830059079206 leaf_weight=240.46381278336048 12.83663599193096 361.71362954378128 12.620368286967276 12.838312208652495 88.913710504770279 110.46643471717834 19.233309552073479 212.90856269001961 165.53347091376781 166.9115207195282 15.95804540812969 25.190176904201508 228.59264141321182 282.57072465121746 16.323793575167656 13.313866332173346 50.057906076312065 13.344170913100241 17.296193301677704 136.92434379458427 14.063718542456625 60.199780911207199 15.27441096305847 50.873400151729584 30.420052334666252 21.496103182435036 32.104004889726639 220.39202809333801 162.7316201031208 30.115466341376305 leaf_count=981 52 1471 51 52 361 449 78 858 671 677 65 102 931 1149 66 54 203 54 70 558 57 244 62 206 123 87 130 891 657 122 internal_value=-0.00027272 -0.0160987 0.0393378 -0.0289851 -0.00515134 -0.0103577 -0.0176275 0.0551753 0.00525969 -0.00186733 -0.0387634 0.0248003 -0.0218529 -0.022722 0.0291274 0.0126072 -0.00457847 0.014936 0.0112825 -0.0300733 0.0226215 0.00359336 -0.0286076 0.0181593 0.0150034 0.00851447 0.0155992 0.0324017 0.0455303 0.014658 internal_weight=2841.68 2030.44 811.241 932.622 1097.82 731.839 394.261 388.261 365.98 337.578 393.346 422.98 539.276 526.438 294.01 32.5472 138.972 128.97 227.009 152.882 61.4754 227.111 243.867 116.134 102.79 72.3695 57.2942 236.716 175.352 44.1792 internal_count=11532 8255 3277 3798 4457 2973 1603 1566 1484 1370 1604 1711 2194 2142 1189 132 564 522 920 623 249 921 993 470 416 293 232 957 708 179 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=0 2 0 9 26 2 0 11 0 10 11 9 5 15 2 26 5 21 15 15 10 14 13 27 15 15 14 10 28 18 split_gain=1859.29 304.524 193.7 88.1456 54.7081 50.1535 47.567 22.875 22.8524 22.6159 21.7363 19.8991 19.7745 18.1726 16.4011 15.8336 15.4912 14.5115 14.4488 14.3195 13.9089 13.371 13.3637 12.1596 13.1774 10.9439 10.2721 9.25456 9.82406 8.85689 threshold=47.500000000000007 98141.367187500015 75.500000000000014 12.979166507720949 1.9595550894737246 15113.892578125002 38.500000000000007 8.166666507720949 52.500000000000007 11.414070606231691 -8.1666665077209455 32.341665267944343 83.166667938232436 0.95553359389305126 58123.742187500007 0.086637843400239958 34.833333969116218 21108.068359375004 0.091966174542903914 -0.19756097346544263 1.5281967520713808 9.7365274429321307 9.854166507720949 1.7786160707473757 0.40724815428256994 0.089898992329835906 2.2573111057281499 9.1494073867797869 0.31719067692756658 2415.838012695313 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 13 10 6 9 11 22 27 -3 25 -4 14 -1 20 -9 -11 -6 -12 -10 -13 29 -8 -25 -7 -15 28 -5 -2 right_child=2 4 12 5 18 7 23 16 15 17 19 21 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.030608306506117431 0.013748520294933838 0.017141840650581806 0.045867005394906284 -0.023330039670209409 -0.041477333032255523 -0.014429036836888481 -0.0010505787555465853 0.013144246026649316 0.028846241919300686 0.019832887955137022 -0.034884322831975012 0.0067046108118643923 0.060949230441264608 -0.034282674345617617 -0.0093404239671684344 0.033024061063291615 0.044353764122860878 -0.017776709452941086 -0.030087076810903893 -0.019935849862906713 0.0049727726668607111 0.031123345419580135 0.035829179596496161 0.040905942297225259 0.0081081011044696529 0.00093411328808278222 -0.0072120643156401779 -0.037425388966604391 -0.011621113313064431 -0.0096187075154113202 leaf_weight=148.34802079200745 76.171465188264847 12.605278193950651 123.3731350004673 102.80290646851063 272.28046761453152 55.454619407653809 98.923072144389153 77.095810562372208 50.541309624910355 26.12129020690918 72.166095688939095 80.199158519506454 213.85736489295959 14.485348507761953 41.836994260549545 272.20720817148685 17.57722595334053 14.281578645110129 158.62489867210388 287.18294568359852 38.844168022274971 26.968142747879028 20.817641362547874 14.558928519487379 45.422055527567863 168.61954145133495 97.729028880596161 19.392177179455757 173.04975266754627 18.05976140499115 leaf_count=606 308 51 496 419 1117 226 401 312 204 106 295 325 858 59 171 1097 71 58 649 1171 157 109 84 59 184 684 398 79 705 73 internal_value=-0.000266293 -0.0156533 0.0380319 -0.00622849 -0.0300085 -0.00161192 -0.00811057 0.005934 0.0257214 -0.0145123 -0.0215796 0.0022171 0.0554315 -0.0202807 -0.0259298 0.0294267 0.0189387 0.00653867 -0.0372844 -0.0229379 0.0184716 0.0128495 0.0140759 0.00541148 0.016069 -0.00286801 -0.0107065 -0.017393 -0.0159847 0.00927011 internal_weight=2839.6 2025.73 813.872 1222.87 802.86 920.466 494.552 425.914 476.642 335.648 371.954 331.241 337.23 302.399 190.185 361.593 94.673 40.4029 430.905 359.349 89.3855 107.167 115.049 158.904 59.981 224.074 112.214 295.245 275.853 94.2312 internal_count=11532 8255 3277 4972 3283 3738 2011 1727 1923 1367 1517 1344 1354 1234 777 1458 383 164 1766 1466 361 434 465 644 243 910 457 1203 1124 381 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=0 2 0 9 17 24 0 0 5 10 15 16 13 26 1 15 2 13 15 10 2 15 2 28 9 26 21 20 5 21 split_gain=1747.91 288.92 182.289 83.2839 57.7773 52.4154 39.5539 29.1196 23.4882 20.3026 19.5212 19.3014 17.9502 17.7158 16.7383 14.6659 13.0177 12.6289 12.5249 11.4013 10.2637 9.40421 9.28618 8.88678 8.72958 8.62733 8.48983 8.43447 7.89375 7.66939 threshold=47.500000000000007 98141.367187500015 70.500000000000014 12.979166507720949 15195.455078125002 0.52650064229965221 38.500000000000007 84.500000000000014 31.833333015441898 11.414070606231691 0.091966174542903914 3.882880806922913 5.4083333015441903 0.088788088411092772 -8.4999999999999982 0.46737588942050939 2884.307250976563 0.26136364042758947 -0.072299651801586137 1.4722612500190737 58123.742187500007 -0.19756097346544263 65545.832031250015 1.6507847309112551 50.144309997558601 0.21793406456708911 56208.910156250007 271.55754089355474 17.833333015441898 8133.0190429687509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 11 6 14 9 29 17 -5 28 20 -10 18 -3 -11 23 25 -2 -20 -1 -16 -22 -15 -9 -6 -13 -18 -7 -4 right_child=2 5 7 4 8 10 -8 24 12 15 -12 26 -14 16 21 -17 27 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030952312408970988 -0.014184441872917232 0.014636895864333546 0.030849217516755453 -0.017288842429119319 -0.03155691351248277 -0.041355934662408743 0.0038514024684590453 0.039177655139654224 0.0096485203600119689 0.022688069125088622 -0.027686913780511632 -0.018944500377625368 0.033079724600382103 0.0277480645102452 -0.03224976149100154 -0.018057700846230849 0.051084597692388392 0.0050600973619197784 0.026294112108244679 0.0075237883266869197 0.0079547573834155057 -0.018807564789811285 -0.02303465792448791 0.0039895414425937482 0.059648858462164576 -0.0046485391153841277 -0.0039741490210676916 0.028812946568845987 -0.018418384644187654 0.045650193636855504 leaf_weight=123.80069352686405 12.833554059267042 12.128900647163389 45.850829318165779 290.8512971997261 12.75223349034786 284.45519748330116 151.0564591139555 20.461623266339302 113.67274531722069 21.016588911414146 176.69934669137001 67.486045122146606 39.703022792935371 25.307629436254501 57.423722267150879 12.787799432873724 16.439152628183365 210.8287605047226 59.086464270949364 57.433429673314095 12.464894860982893 254.16163262724876 28.833522096276283 32.194327384233475 223.82641609013081 67.413301512598991 68.904540359973907 221.561762586236 14.175979748368261 100.72530908882618 leaf_count=508 52 49 184 1188 52 1175 612 82 460 85 726 276 160 102 236 52 66 854 238 232 51 1039 118 130 896 275 281 891 58 404 internal_value=-0.000260004 -0.0152234 0.0368058 -0.00604868 -0.00156468 -0.0292497 -0.00883054 0.0515914 0.00621365 -0.0147312 -0.0355905 -0.0197329 0.0157139 0.0232032 -0.019939 0.00727443 0.0272563 0.00120628 0.013944 0.0170421 -0.0266321 -0.0212849 -0.0136813 0.0144461 0.0579342 -0.00892896 -0.0113815 0.0303513 -0.0402671 0.0410203 internal_weight=2836.34 2020.62 815.72 1221.57 920.082 799.045 475.712 390.864 444.37 324.656 475.331 301.49 153.376 424.856 323.714 33.8044 295.503 290.994 129.353 116.52 165.099 311.585 41.2984 57.502 244.288 80.1655 136.391 238.001 298.631 146.576 internal_count=11532 8255 3277 4972 3738 3283 1937 1566 1801 1325 1959 1234 620 1711 1324 137 1189 1181 522 470 677 1275 169 232 978 327 557 957 1233 588 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=0 2 0 9 17 26 0 0 11 11 10 16 9 26 5 15 15 15 14 2 2 16 18 0 28 2 12 15 2 28 split_gain=1644.42 274.288 171.483 78.7084 54.4079 50.3092 37.3291 27.5205 22.3567 19.5769 19.1692 18.3445 18.164 16.6053 14.9192 13.7852 13.2896 13.1431 12.9278 15.541 12.2006 11.817 9.95224 11.1047 13.0115 9.77647 9.42317 8.88865 8.77715 8.33992 threshold=47.500000000000007 98141.367187500015 70.500000000000014 12.979166507720949 15195.455078125002 1.9595550894737246 38.500000000000007 84.500000000000014 8.166666507720949 -8.1666665077209455 11.414070606231691 3.882880806922913 32.341665267944343 0.088788088411092772 34.166666030883796 0.46737588942050939 0.075961541384458556 -0.19756097346544263 2.1941725015640263 44897.128906250007 2884.307250976563 12.895995140075685 27322.314453125004 29.500000000000004 19.184658050537113 58123.742187500007 53.871601104736335 -0.072299651801586137 65545.832031250015 2.7798142433166508 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 11 6 9 10 -4 12 -3 -5 25 22 21 -10 -12 -7 -11 19 -14 29 27 23 24 -6 -1 -9 -2 -27 -15 right_child=2 5 7 4 8 16 -8 26 14 17 15 -13 18 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.030180812515343478 -0.013781963471003376 0.016271192185068617 0.039720790290409327 -0.01681378933739941 0.00061266753119537589 -0.039764783708106065 0.0037342323803577757 0.057562252799291183 0.012794450808803837 -0.033235680342680061 0.021957920427151223 -0.011059298209837415 0.0199202705730155 0.021108353327887033 0.042093650765916577 -0.017558223048933799 -0.028878237557949302 -0.018842664484389753 0.020265985277822082 -0.019145650332741133 0.029383355249664813 0.035100493028350437 -0.023213297995291572 -0.013897954018040672 0.032325502846007909 0.007706941538861329 0.031542833186587377 0.012800217080003421 -0.022425175503595289 -0.0043348189046850836 leaf_weight=123.16602373123169 12.812409475445746 12.63867527246475 146.82600057125092 290.10823023319244 158.43970750272274 260.88365258276463 151.12130084633827 231.22903260588646 84.92719179391861 71.377074033021927 21.063237458467484 136.15815159678459 16.565967783331871 41.476333677768707 19.172522410750389 12.757488816976545 164.58841274678707 285.47289681434631 69.097843378782272 20.513829901814461 238.45830607414246 19.398781776428223 18.933231621980667 44.382577195763588 12.567568287253378 12.479504406452177 13.244442820549009 97.280500873923302 28.730232074856758 16.093818545341492 leaf_count=508 52 51 588 1188 644 1086 612 925 343 295 85 557 67 167 77 52 680 1171 279 83 957 78 77 180 51 51 53 392 118 65 internal_value=-0.00025381 -0.0148082 0.0356527 -0.00587447 -0.00151881 -0.0285205 -0.00857802 0.049987 0.00602387 -0.020422 -0.014322 -0.019203 0.00230419 0.0224713 0.0181906 0.00705207 -0.0355535 -0.0217216 0.0125976 -0.00169235 0.0263908 0.0135108 -0.00236001 -0.000526966 0.00294329 -0.0259488 0.0561526 0.00970663 -0.0133003 0.0139957 internal_weight=2831.96 2015.15 816.82 1220.18 919.651 794.961 475.05 391.299 444.6 369.489 323.929 300.534 340.501 425.52 104.1 33.8207 425.472 356.85 106.178 37.0798 296.028 129.492 234.323 215.39 171.007 164.376 244.473 110.093 41.2097 57.5702 internal_count=11532 8255 3277 4972 3738 3283 1937 1566 1801 1517 1325 1234 1381 1711 420 137 1766 1466 429 150 1189 522 952 875 695 677 978 444 169 232 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 13 14 13 26 24 2 1 17 16 5 28 17 12 1 1 5 20 8 5 5 18 16 26 13 19 split_gain=1560.16 249.965 162.29 67.3714 52.6197 35.2048 27.9985 21.1709 18.9445 18.7781 19.2886 18.4157 15.1956 15.1095 12.2137 12.1464 11.7643 11.6472 11.1443 10.9153 10.7731 10.0659 11.623 10.0112 10.382 12.1286 9.89038 9.27602 8.26167 7.02569 threshold=47.500000000000007 12.833333492279055 75.500000000000014 32.348484039306648 396.52758789062506 2.0416666269302373 2.2573111057281499 -1.0000000180025095e-35 0.69212147593498241 0.066202685236930861 5726.4526367187509 -22.499999999999996 16939.256835937504 20.1225118637085 43.166666030883796 0.11198899522423746 4885.4819335937509 14.148025512695314 1.0000000180025095e-35 1.0000000180025095e-35 49.166666030883796 1429.2001953125002 2.8411204814910893 20.833333015441898 13.833333492279055 780.62380981445324 11.222842693328859 0.14139065146446231 1.4226190447807314 3138.327514648438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 5 7 15 14 -1 -4 13 -11 -6 -7 20 -5 -3 29 18 27 -13 -2 22 -22 24 25 -17 -21 -18 -9 -8 right_child=2 3 8 6 11 12 16 28 -10 10 -12 19 -14 -15 -16 23 17 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043249423817685963 -0.0044851995029916254 -0.035771587167996881 0.034025421480560848 -0.0099701107879823867 0.016867058656198204 -0.012073621415812094 0.019311459731582714 -0.030224357639235908 0.053722871117577536 0.019748018953939177 0.035834828847573802 -0.027484238498843884 0.004060505968175942 0.039974366366386599 0.010700199345155089 -0.021086477825076944 0.022866031629305342 0.03507442823788276 0.020280034799683256 -0.018956488238971246 0.017680539256532478 0.007114708719654788 0.044051006906019083 -0.0086458737552775541 -0.020690009373206891 0.0092482913416923121 0.0033368392636734042 -0.0077553812456913783 -0.0084512445702735681 -0.0031509190442339245 leaf_weight=145.64682179689407 24.802046209573746 22.640719875693321 51.737104520201683 96.347296357154846 12.127296850085257 73.628123998641968 16.783373832702637 210.84709152579308 291.76167173683643 118.85445506870747 153.99807384610176 146.65422263741493 183.41210958361626 22.451675042510033 35.099908486008644 22.393941566348076 12.654196068644522 28.235452964901924 80.561086550354958 365.35114206373692 77.034059509634972 59.470914795994759 18.69281855225563 219.60925503075123 189.17767903208733 25.223527669906616 18.833682373166084 30.037196353077888 16.944949001073837 49.473014339804649 leaf_count=612 100 93 207 392 49 301 68 880 1168 477 617 608 742 90 142 92 51 114 325 1503 310 239 75 900 777 103 77 122 70 201 internal_value=0.000159144 -0.0141112 0.0350452 -0.00436949 -0.0256482 -0.0095177 0.00648279 -0.0343164 0.0507561 0.023691 0.0288274 -0.0196864 -0.000561049 0.0167685 -0.00445059 -0.0143236 0.013083 0.0176946 0.0137132 -0.0205215 0.013874 0.016808 0.02283 -0.0132596 -0.0175385 -0.0050178 -0.0178636 0.00132114 -0.0286047 0.00253902 internal_weight=2820.48 2001.68 818.803 1085.28 916.405 736.085 349.192 373.439 343.499 475.304 272.853 542.966 257.04 202.452 131.447 479.045 217.744 151.488 123.252 530.839 180 155.198 95.7269 456.404 236.795 47.6175 384.185 42.6914 227.792 66.2564 internal_count=11505 8222 3283 4423 3799 3008 1415 1562 1375 1908 1094 2237 1043 814 534 1965 881 612 498 2188 724 624 385 1872 972 195 1580 173 950 269 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 15 14 13 0 14 1 5 16 17 2 13 5 17 2 1 16 26 15 20 14 15 28 2 0 14 split_gain=1469.44 237.322 153.853 63.4753 50.5205 35.7911 26.3111 20.4675 18.5585 17.7144 17.3988 17.0976 14.8296 13.9737 13.8893 11.8987 11.4984 11.3109 10.9988 10.7011 9.26415 9.39816 9.52842 9.38051 9.00664 8.25918 8.09408 8.02347 8.01978 7.84455 threshold=47.500000000000007 12.833333492279055 75.500000000000014 32.348484039306648 396.52758789062506 0.78647416830062877 2.2573111057281499 -1.0000000180025095e-35 88.500000000000014 1.3312467336654665 -22.499999999999996 51.416666030883796 8.4870662689209002 15656.455078125002 5726.4526367187509 11.09999990463257 43.166666030883796 15066.079589843752 83849.597656250015 -3.4999999999999996 11.222842693328859 4.5366950035095224 0.28165064752101904 7057.8488769531259 1.954533636569977 1.4868686795234682 0.11198899522423746 9809.8505859375018 25.500000000000004 1.0313264131546023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 5 7 12 16 -1 -4 29 -6 15 26 -7 -13 -11 -5 -8 -19 -12 21 23 -23 -21 -16 -9 -3 -17 -28 -2 right_child=2 3 8 6 10 13 17 25 -10 11 19 14 -14 -15 24 27 -18 18 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.042376379998430254 0.025690397643587836 -0.036987765805486003 0.040351010166319236 -0.009683716909858647 0.016335788187269679 -0.011472020183082144 0.0057823359333638302 -0.029532070767520426 0.054750114205260145 0.010105268058553697 -0.038684973888522649 0.022163459662549255 -0.00038787496656699058 0.0011543419878211258 0.016037835523206829 0.016774217679941982 0.010367553964612405 0.02321194692861997 -0.0044875463697215774 -0.018684946842471999 -0.0016098942645741171 -0.033812996283584758 -0.016908714475265513 0.00198058960366106 0.038233797722549673 -0.007597293011421557 -0.020018891667203831 0.049666640697042387 -0.008790670247967175 0.0048607581334337768 leaf_weight=144.20974315702915 22.166110321879387 19.580500230193138 129.35429166257381 96.222759410738945 12.145757764577864 113.59730225801468 108.01670981943607 209.74970902502537 213.56017528474331 84.108064740896225 26.165697619318962 126.22516213357449 47.871632665395737 258.15807044506073 18.705848157405853 13.453465491533281 35.138707786798477 95.01947058737278 14.928614079952238 330.67914032936096 26.11790631711483 74.77951318025589 50.127098619937897 21.025520607829094 136.64451406896114 16.677874937653542 218.07419565320015 13.245795756578444 77.631639406085014 61.197819501161575 leaf_count=612 89 81 518 392 49 466 438 881 857 338 109 506 196 1046 75 54 142 382 61 1367 107 311 207 87 547 69 900 53 319 246 internal_value=0.000153818 -0.0137288 0.034 -0.00424292 -0.0250101 -0.00924739 0.0062855 -0.0335426 0.0493185 0.0229585 -0.019165 0.0256268 -0.0159458 -0.0027039 0.0295552 0.0156441 -0.00432008 0.0126772 0.0194509 -0.0199802 -0.0190067 -0.01996 -0.027029 -0.0174495 0.0355612 -0.0279164 -0.018308 0.0330925 -0.0170711 0.0103993 internal_weight=2814.58 1995.92 818.661 1084.24 911.678 734.913 349.326 370.637 342.914 475.747 541.041 392.383 363.158 371.755 281.576 110.807 131.361 217.965 109.948 528.895 502.729 476.611 124.907 351.705 155.35 226.428 315.286 26.6993 295.706 83.3639 internal_count=11505 8222 3283 4423 3799 3008 1415 1562 1375 1908 2237 1573 1496 1512 1128 445 534 881 443 2188 2079 1972 518 1454 622 950 1300 107 1219 335 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=0 5 0 18 7 9 14 15 15 2 14 15 15 17 0 14 10 24 18 14 1 5 28 12 8 7 18 24 23 0 split_gain=1385.41 264.189 108.277 78.7535 36.7281 28.024 25.2977 22.6563 22.0184 21.0125 21.4355 19.044 17.7029 15.6315 14.7474 14.1372 13.8012 11.9123 10.9657 12.0246 11.1792 10.8759 10.2175 9.99212 9.56813 9.48206 9.26081 10.2225 8.97733 8.74313 threshold=51.500000000000007 20.833333015441898 84.500000000000014 363.20814514160162 32.348484039306648 12.979166507720949 2.1941725015640263 0.64644607901573192 -9.7499999999999982 5726.4526367187509 1.954533636569977 0.30860807001590734 0.98958334326744091 33480.511718750007 68.500000000000014 7.6284456253051767 17.797163963317875 0.85854592919349682 363.20814514160162 11.345469474792482 1.0000000180025095e-35 43.166666030883796 4.5503673553466806 5.7298717498779306 0.56253641843795787 40.041666030883796 597.51300048828136 0.062719244509935393 5.9915001392364511 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 11 7 8 21 15 -5 -2 14 24 -10 -9 -11 -3 17 -7 -8 20 25 -6 -13 -14 -1 -20 -12 -28 -26 -15 right_child=2 4 -4 5 6 16 18 13 12 10 26 22 23 29 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.02002024823864236 0.019722772861979231 -0.017664768792768865 0.051960673973958739 0.020526657779134296 -0.0089591006107207129 -0.0056663951229802938 0.0019846977148176743 -0.004525404364728325 -0.026425476542596874 0.0032931494968394277 0.043998996972168566 -0.0043168350992143422 -0.017263045353537277 0.019309619924429481 0.030850770422746737 0.0054928322658050303 0.017881142354607856 -0.021135159851159109 -0.016391122900195659 0.028681679714325791 0.016771071741978325 0.0070576331632896004 -0.025727161903400103 0.0011654150025175907 -0.02230906621185182 0.012549460003543475 0.010912491686091244 0.035296426166007332 -0.038863093026188088 -0.0048794071737044524 leaf_weight=33.717704057693481 188.90242849290371 144.78220936655998 247.05759844183922 12.173364639282225 95.116990610957146 187.83964554965496 66.237118646502495 163.51334603130817 236.80428735911846 32.383271440863609 98.923612877726555 26.012501612305641 275.79460844397545 48.814177170395851 37.969386741518974 28.375541731715202 17.962055310606956 58.839888289570808 19.956562235951424 50.777689978480339 110.19793793559074 63.714350491762161 87.67047093808651 29.292761594057083 33.402254104614258 20.817537561058998 18.219127804040909 102.68133151531219 251.32573737204075 18.562476128339767 leaf_count=143 757 598 995 49 388 767 268 667 990 130 396 108 1140 198 152 116 73 242 81 204 444 257 368 120 139 84 73 411 1072 75 internal_value=0.000148808 -0.0122971 0.0358288 -0.0210074 0.000816015 -0.0155385 0.00695293 -0.00566675 -0.0193744 0.0275097 0.032579 -0.0313687 -0.0202708 0.000485276 0.018166 -0.0138699 -0.00750744 -0.00935612 0.0125757 0.0160529 0.0118053 -0.00253407 -0.0208281 -0.0154936 -0.0351316 -0.00161528 0.0371917 0.0316219 -0.0369211 0.0126455 internal_weight=2807.84 2081.7 726.137 1250.84 830.866 818.707 426.818 404.048 554.065 479.079 290.177 432.129 541.892 230.89 70.3527 173.158 264.642 246.68 267.987 201.75 150.972 158.831 113.683 305.087 318.446 40.7741 219.824 120.9 284.728 67.3767 internal_count=11505 8591 2914 5211 3380 3381 1726 1654 2299 1919 1162 1830 2250 940 282 714 1082 1009 1081 813 609 645 476 1260 1354 165 880 484 1211 273 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=0 5 0 18 7 14 13 15 24 15 15 10 2 17 14 13 22 16 13 15 13 22 18 14 1 5 15 16 22 8 split_gain=1306.42 250.347 103.659 75.5181 34.5672 23.7761 22.7023 21.3927 19.9685 18.3711 17.1894 15.7392 15.6489 14.6931 13.3642 12.3278 12.1186 17.5661 14.17 11.7422 11.3678 11.0304 10.3001 11.2872 10.4969 10.2406 9.97642 9.74923 9.43482 10.0546 threshold=51.500000000000007 20.833333015441898 84.500000000000014 363.20814514160162 32.348484039306648 2.1941725015640263 11.09999990463257 0.64644607901573192 0.12339078262448312 0.30860807001590734 -9.7499999999999982 17.797163963317875 5726.4526367187509 33480.511718750007 7.6284456253051767 0.57738095521926891 20124.336914062504 5.472008705139161 -0.17424242943525312 0.22361110895872119 -0.17424242943525312 2129.9582519531255 363.20814514160162 11.345469474792482 1.0000000180025095e-35 43.166666030883796 1.9857142567634585 4.309354543685914 29593.399414062504 0.56253641843795787 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 9 7 25 10 14 15 28 -5 16 -10 -9 -3 20 18 -18 -12 -14 -2 -17 -7 24 -24 -6 -11 -20 29 -1 right_child=2 4 -4 6 5 22 -8 13 12 26 11 -13 19 -15 -16 21 17 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.019805896416051957 0.033895954045605331 -0.017190400500725744 0.050653472727183971 0.018024537220998667 -0.0087013310343851142 0.0019247725397602061 0.0064166068939982418 -0.0043923698469146375 0.02072679607643927 -0.023514029922530825 -0.026655467927196981 0.012814737896025306 0.050759014836070045 0.012248239937837342 0.0053239018595301318 0.038609529076326192 -0.034966856549899901 -0.014949599166575454 -0.015308483661793378 0.032887880408139683 0.010077986966029705 0.018414122911581194 -0.0015677721621381122 0.027783086183370997 0.016248439911065837 0.0068416073722625328 0.0043745100159758342 -0.0035182901121749086 -0.0096868432407797647 -0.037386434208324736 leaf_weight=32.847442597150803 21.701038047671318 144.32119709253311 245.84812872111797 12.925320968031881 94.99853090941906 66.250148236751556 41.797237381339073 163.41333228349686 72.710570842027664 100.11238510906696 87.393473729491234 15.748982354998587 43.652135953307152 67.472373455762863 28.397299364209175 47.465523153543472 78.235997751355171 79.597963839769363 426.42173399031162 136.74585725367069 106.7470723092556 49.959970533847809 40.758042767643929 50.846286773681641 110.3281285315752 63.753755405545235 13.04895795881748 74.087241619825363 13.330247297883032 269.44864250719547 leaf_count=140 87 598 995 52 388 268 169 667 291 422 366 64 175 273 116 190 328 329 1770 548 428 200 165 204 444 257 54 303 57 1157 internal_value=0.000144065 -0.0119649 0.0348179 -0.0204748 0.000791534 0.00674227 -0.0151195 -0.00550319 0.02669 -0.0306688 -0.0162819 -0.0168642 0.0324765 0.000470562 -0.0134887 0.0202058 -0.017491 -0.0248719 -0.0155095 0.0372123 0.014102 0.0282533 0.0121892 0.0155568 0.0114422 -0.0024594 -0.0202981 -0.0135633 -0.0343869 -0.0354761 internal_weight=2800.37 2075.53 724.83 1245 830.539 426.935 816.208 403.604 478.982 428.788 774.411 761.485 253.109 230.886 172.718 225.874 745.736 157.834 587.902 180.398 128.448 97.4255 268.183 201.932 151.086 158.752 113.161 500.509 315.626 302.296 internal_count=11505 8591 2914 5211 3380 1726 3381 1654 1919 1830 3212 3160 1014 940 714 905 3096 657 2439 723 515 390 1081 813 609 645 476 2073 1354 1297 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 15 14 11 13 26 14 5 16 17 1 2 13 17 6 0 5 6 14 16 28 14 16 26 20 15 split_gain=1232.61 204.468 133.462 52.9146 44.9689 30.1105 21.7602 19.6792 19.3784 16.9248 15.4537 14.4454 13.0999 12.647 12.2469 11.7818 10.7701 10.2091 10.5731 9.8672 9.81744 9.69326 10.3373 7.96804 7.80977 7.77225 7.42988 8.76779 9.05851 8.87429 threshold=47.500000000000007 12.833333492279055 75.500000000000014 32.348484039306648 396.52758789062506 0.78647416830062877 2.2573111057281499 -8.4999999999999982 -1.0000000180025095e-35 0.69212147593498241 1.3312467336654665 51.416666030883796 8.4870662689209002 15656.455078125002 -3.4999999999999996 5726.4526367187509 11.09999990463257 15066.079589843752 2.4130063056945805 34.500000000000007 43.166666030883796 3.0275251865386967 1.7360509037971499 8.918981075286867 0.11198899522423746 1.954533636569977 11.222842693328859 4.5366950035095224 7057.8488769531259 0.28165064752101904 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 5 8 12 20 -6 -1 -4 -2 16 24 -7 -9 21 -12 18 -8 23 -5 22 -13 -19 -3 -17 27 28 -16 -29 right_child=2 3 9 6 7 13 17 14 -10 -11 11 15 -14 -15 26 25 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.040166435887667995 0.0092262391274500165 -0.035363492164256841 0.029732642788018248 -0.0089077468283260703 0.018474911401267322 -0.01082644714446755 0.00018264747717093035 -0.038947868344788715 -0.025905818530687005 0.048415645958930782 0.0090050215347228131 0.037868467185836953 -9.6343180105786278e-06 0.0012020308789316384 -0.017236510145274671 0.014459624336624502 0.030865891640947274 -0.014054044868575767 0.023272753390551997 0.023095634401801329 0.0096137068722933032 0.041887318470796839 0.01300226561229669 0.018441069948620405 -0.015663394584708633 0.0350722301557502 -0.0017510611267891384 -0.031948696152585984 0.003148684266882197 -0.015528587026089736 leaf_weight=139.80318512022495 83.505781680345535 19.305231630802155 51.451602652668953 95.861821487545967 13.183633551001547 113.1700467467308 85.751399293541908 25.419611439108849 221.85039356350899 287.38180966675282 84.227377340197563 17.980978935956955 47.751711323857307 258.06053027510643 327.18305660784245 18.721142813563347 26.716351911425591 13.522567152976992 22.539494425058365 83.007151335477829 35.219772160053253 16.240385383367538 92.189286276698112 13.643464237451552 292.78833618760109 136.52493976056576 25.271866872906685 73.480249300599098 20.870094612240791 49.63061797618866 leaf_count=612 335 81 207 392 53 466 347 108 950 1168 338 72 196 1046 1367 75 107 55 91 333 142 65 369 55 1219 547 104 311 87 207 internal_value=0.000139593 -0.0126566 0.0311874 -0.00386879 -0.023247 -0.00845911 0.00573188 -0.0177236 -0.0314185 0.0455786 0.0209456 0.0234383 -0.014643 -0.00246486 -0.018638 0.0270499 0.0142693 0.0115299 0.00498859 0.0179595 -0.00393129 0.0202503 0.0170607 0.00226582 -0.016882 0.0325866 -0.0175981 -0.0184481 -0.0160142 -0.0253291 internal_weight=2792.25 1977.31 814.94 1080.62 896.693 731.076 349.546 535.039 361.654 338.833 476.106 392.6 359.845 371.231 521.855 281.657 110.944 218.464 108.291 110.173 131.082 126.411 110.17 27.166 312.094 155.246 496.436 471.164 348.053 123.111 internal_count=11505 8222 3283 4423 3799 3008 1415 2237 1562 1375 1908 1573 1496 1512 2184 1128 445 881 438 443 534 506 441 110 1300 622 2076 1972 1454 518 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=0 0 18 15 5 9 0 5 15 12 13 19 11 13 7 16 28 24 8 18 14 13 11 16 10 26 10 5 10 15 split_gain=1206.66 230.527 128.614 58.4734 48.1466 30.3942 20.7842 20.0283 18.9894 18.2074 17.5649 14.7218 19.2284 14.5722 13.1446 12.4297 12.0623 11.6135 16.0307 11.5798 10.9084 10.3863 9.54695 9.40213 9.21385 9.10106 11.02 9.06882 10.5668 10.2251 threshold=35.500000000000007 70.500000000000014 120.1283302307129 2.0104166269302373 51.833333969116218 12.979166507720949 88.500000000000014 15.416666507720949 1.6282894611358645 4.2029862403869638 -1.0000000180025095e-35 18256.153320312504 13.416666507720949 -7.8333332538604727 40.041666030883796 1.4692115783691408 0.29096725583076483 5.0992562770843515 13.54342031478882 396.52758789062506 4.3961057662963876 0.73214286565780651 1.1666666865348818 9.4684839248657244 1.7090570926666262 0.086637843400239958 1.6607555747032168 37.166666030883796 1.6369056105613711 0.47958332300186163 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 5 8 13 -3 10 14 25 -1 -5 -13 -4 27 16 -7 18 22 23 -16 24 -17 -10 -15 26 -6 29 -29 -2 right_child=1 6 3 11 9 15 -8 -9 19 -11 -12 12 -14 21 20 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.040078297678938314 0.019121691767705288 0.035570203404965729 0.010008538126825501 -0.013301274764840504 0.021377562856421346 -0.026080263050954195 0.049636620407238374 -0.015371332077997152 0.023681343897253852 0.040135194667952276 -0.027116431385360292 -0.00063520236046973964 0.020308868561585289 -0.017980996483749394 0.0049237572624278667 -0.0037634309775573744 -0.00072735319034603714 -0.022623954704707044 0.024792239729597845 0.019891647989801899 0.025981642903011547 -0.016953660360891628 -0.019842998932760189 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0.0235876 -0.032403 0.000440871 0.00367394 -0.0200372 0.00295342 -0.00892855 -0.0191481 -0.0062721 -0.00431768 0.0156091 0.00848551 -0.0209471 -0.00601422 0.00195422 -0.0259739 0.0202871 0.0122627 -0.0050883 -0.012143 0.00558688 internal_weight=2777.32 1123.75 1653.57 1190.04 744.178 891.823 379.572 463.532 444.138 300.04 389.6 298.219 241.42 479.753 265.92 412.071 85.0148 327.056 292.139 178.218 157.543 465.652 276.05 42.5496 206.15 250.147 84.3249 108.377 65.254 43.1233 internal_count=11481 4540 6941 4936 2994 3719 1546 2005 1792 1202 1696 1217 983 2017 1075 1702 354 1348 1203 717 635 1960 1138 172 876 1002 338 440 265 175 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=0 0 18 15 5 9 0 5 15 12 13 21 11 13 7 7 28 18 12 18 13 6 23 26 9 13 22 24 10 5 split_gain=1138.93 220.064 123.161 55.3261 45.3785 28.9146 20.259 19.3548 17.8507 17.214 17.1558 13.8757 18.0611 13.8036 12.3646 11.9428 11.9361 11.0535 11.0343 10.8848 9.95866 9.60805 9.36654 8.9311 8.87147 10.4692 9.82755 11.2319 8.83996 8.54659 threshold=35.500000000000007 70.500000000000014 120.1283302307129 2.0104166269302373 51.833333969116218 12.979166507720949 88.500000000000014 15.416666507720949 1.6282894611358645 4.2029862403869638 -1.0000000180025095e-35 18152.158203125004 13.416666507720949 -7.8333332538604727 40.041666030883796 38.958333969116218 0.27256365120410925 26044.734375000004 1.6297879815101626 396.52758789062506 0.73214286565780651 1.0773502588272097 1.1138333678245547 0.50425001978874218 56.973455429077156 0.57738095521926891 10091.520996093752 0.04231723956763745 1.7090570926666262 37.166666030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 5 8 13 -3 10 14 24 -1 -5 -13 -4 29 16 18 -18 -7 -10 28 -16 -23 -21 25 26 27 -6 -15 -2 right_child=1 6 3 11 9 15 -8 -9 19 -11 -12 12 -14 20 21 -17 17 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039378501972159585 0.0054165330348066093 0.034630664155023853 0.0097010036132957663 -0.012932326313564453 -0.016738717108623343 -0.024129727496220752 0.048559017845165552 -0.014958660056033184 0.0018949745283436124 0.038998482362712986 -0.026501019872505638 -0.00061619840273768704 0.019670712521086379 -0.017518842440121467 0.0029216370019846684 0.020049019088847389 -0.0051114754872735278 -0.027166267360918726 0.0014543991952478325 0.033377236854522992 -0.016504434822216377 -0.0013704778608830048 0.026478975879343853 0.015082086570427323 0.025980372778136716 0.022026733717927641 0.028093269065003298 0.012290174369039336 -0.030313552478457146 -0.011798646994948913 leaf_weight=156.90419588983059 43.142152860760689 177.53861758112907 14.111263185739515 56.667988747358322 21.948325827717781 74.818983227014542 199.70570988953114 73.695652514696121 42.557353287935257 49.807812392711639 228.99972051382065 191.73305468261242 49.742886051535606 79.302990287542343 104.18221986293793 12.62603537738323 282.81348825991154 22.046441361308098 19.031484067440033 31.173224806785583 258.58187152445316 15.181575015187262 38.261787712574005 104.57510736584663 111.57826779782772 76.604374885559082 13.476657092571257 26.455118015408516 125.52617724239826 65.147369205951691 leaf_count=702 175 720 57 234 88 313 826 309 172 200 994 783 200 338 420 51 1167 92 79 125 1084 61 154 420 447 307 54 106 538 265 internal_value=1.95825e-05 0.023339 -0.0158609 -0.0107556 0.013876 -0.0145066 0.0420041 -0.0290465 0.00778908 0.0228931 -0.0317369 0.00042759 0.00356281 -0.0195285 0.0028646 -0.00867673 -0.0095864 -0.0067064 -0.0189416 0.0151332 -0.0204186 0.00822652 0.0185678 0.0192834 0.0196852 0.0146132 0.00543559 -0.000872847 -0.0253599 -0.00494018 internal_weight=2767.94 1121.34 1646.6 1187 744.091 888.859 377.244 459.6 444.221 299.871 385.904 298.144 241.476 477.522 265.915 411.336 398.71 304.86 93.8505 178.306 463.411 157.626 53.4434 135.748 250.063 138.484 61.8801 48.4034 204.829 108.29 internal_count=11481 4540 6941 4936 2994 3719 1546 2005 1792 1202 1696 1217 983 2017 1075 1702 1651 1259 392 717 1960 635 215 545 1002 555 248 194 876 440 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=0 0 20 15 5 24 14 0 13 15 12 0 17 11 16 11 17 20 9 19 24 25 11 9 6 9 13 28 17 23 split_gain=1075.28 210.384 114.678 57.2143 42.7986 26.2558 24.2123 19.8096 18.0645 16.7887 16.3041 13.3265 13.2899 16.7319 11.7076 10.1841 10.0961 12.9785 9.39459 16.3795 9.2449 9.24101 8.85976 8.77976 10.0763 8.3608 9.86566 9.4361 7.8527 7.77009 threshold=35.500000000000007 70.500000000000014 124.5648880004883 2.0104166269302373 51.833333969116218 9.618260860443117 8.4870662689209002 88.500000000000014 -1.0000000180025095e-35 1.6282894611358645 4.2029862403869638 24.500000000000004 18514.346679687504 13.416666507720949 1.1846386194229128 -9.1666665077209455 4066.5761718750005 5422.1423339843759 21.506097793579105 36021.748046875007 0.29263226687908178 3.0037083625793461 1.1666666865348818 22.881944656372074 1.6297879815101626 56.973455429077156 0.57738095521926891 0.29096725583076483 66018.179687500015 2.4309999942779545 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 9 6 11 -3 -1 23 25 15 -5 18 -13 -4 -11 -18 -14 -20 -10 -8 -16 -2 -25 26 27 -6 -23 -19 right_child=1 7 3 12 10 -7 21 -9 20 16 -12 14 13 -15 22 -17 17 29 19 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.038494076847964305 -0.018603598679474354 0.033733132270553551 0.010343429999823271 -0.012084799837740086 -0.0046862081736270909 -0.028699888444175106 0.027079692253347724 0.047551651982709317 -0.0051416501073288153 0.0031050244356289028 0.037921629318989659 -0.024556116812538616 -0.0047334103150709853 0.019057263381690514 -0.00022731906321390205 -0.017096019138610669 0.027689772145202379 -0.0033796844951519732 -0.0011151313318646127 0.034643163091213396 -0.026646259906304395 0.0051664072342062018 -0.021262782174840955 0.00085656904647541201 0.015135512815808213 0.025219718552738968 0.021381769649750033 0.019054692239474987 -0.018680179181905891 0.018624992536072506 leaf_weight=138.24067635834217 16.228623539209366 176.80551758408546 12.427478626370428 61.147359505295753 35.918438330292702 106.38852182030678 12.353071600198744 197.84626722335815 19.554439231753349 49.163272798061371 49.68729268014431 28.392305269837379 134.37014625966549 49.802819862961769 118.52217447757721 595.54708810150623 70.978072807192802 26.575649678707123 36.645078971982002 16.821011513471603 225.18847340345383 45.813576072454453 21.251304268836975 191.78760112822056 57.908596858382225 111.49644926190376 76.548449248075485 25.955681532621384 17.05481381714344 31.633332371711731 leaf_count=624 66 720 50 253 144 459 50 826 82 198 200 120 551 200 491 2513 285 107 148 68 983 188 88 776 233 447 307 104 73 127 internal_value=1.86265e-05 0.0226971 -0.0154534 -0.011073 0.0134636 -0.0146486 -0.0128927 0.0410304 -0.0298248 0.00755437 0.0222263 -0.0144677 0.00038821 0.00359766 -0.00699315 -0.0165351 0.0146755 0.0190787 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120.1283302307129 2.1055555343627934 51.833333969116218 9.0007858276367205 1.4161750078201296 88.500000000000014 15.416666507720949 -1.0000000180025095e-35 1.6282894611358645 4.2029862403869638 16.455416679382328 -9.7499999999999982 18514.346679687504 13.416666507720949 40.041666030883796 7.4315552711486825 5.4851727485656747 18.575583457946781 396.52758789062506 4.3961057662963876 21.522727012634281 36021.748046875007 21.500000000000004 68712.410156250015 34.053916931152351 9.4684839248657244 3.3680888414382939 4.3694999217987069 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 10 6 -4 -3 9 -1 16 -6 -8 -7 -5 22 -2 18 24 -20 27 -18 -16 -24 -15 -26 -27 -12 -10 -30 right_child=1 7 3 14 11 13 12 -9 28 -11 20 -13 -14 17 15 -17 21 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=-0.038125989725334659 -0.004853487181201298 0.032874137296135621 -0.018160258434781546 -0.011151965675852809 0.018547033243213877 0.011211282886062287 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16.376567661762238 21.098476693034172 28.273394882678986 160.85957722365856 29.937234237790108 21.217443987727165 12.299618631601332 leaf_count=702 440 720 576 265 1002 51 1114 826 168 994 51 200 62 488 553 200 528 391 74 59 545 107 145 66 89 120 683 121 89 52 internal_value=1.77936e-05 0.0220798 -0.0150569 -0.0101684 0.0130652 -0.0137588 -0.00840994 0.0401072 -0.0278378 -0.0304935 0.00732702 0.0215847 -0.00370362 -0.018652 0.000336284 0.00343495 0.00269471 -0.0194996 -0.0172236 0.00324792 0.014234 0.00787404 -0.00057177 0.0102006 -0.0192484 -0.0155154 -0.0176543 0.00160653 -0.0141014 -0.00284376 internal_weight=2747.8 1115.4 1632.4 1180.78 743.578 880.001 420.428 371.823 451.627 378.458 444.315 299.263 283.559 459.573 300.776 236.883 265.95 446.889 356.401 32.077 178.365 157.725 187.031 52.2788 324.324 210.231 189.133 42.5885 73.1685 33.5171 internal_count=11481 4540 6941 4936 2994 3707 1752 1546 2005 1696 1792 1202 1176 1955 1229 964 1075 1904 1513 133 717 635 764 211 1380 892 803 172 309 141 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=7 5 25 15 18 27 5 5 13 13 16 2 1 20 2 15 14 23 27 12 17 12 20 12 1 7 26 3 3 9 split_gain=950.141 161.337 134.002 61.4807 43.454 32.8593 17.0646 16.8356 15.5409 15.3103 14.9701 11.9762 11.5826 11.5425 11.4759 10.3989 10.1293 10.0749 9.55143 9.49165 9.30175 9.21233 8.9788 8.62595 8.61764 16.7905 8.47183 8.42412 7.90255 7.81666 threshold=40.041666030883796 12.833333492279055 3.8740416765213017 1.6702898144721987 396.52758789062506 1.5214999914169314 32.416666030883796 25.416666984558109 1.0416666865348818 -1.0000000180025095e-35 1.444485127925873 15595.564941406252 -20.499999999999996 879.60256958007824 3236.585815429688 0.98958334326744091 12.38165330886841 3.4141666889190678 12.34898614883423 2.4130063056945805 31288.967773437504 2.1014931201934819 3364.555297851563 21.583169937133793 13.500000000000002 21.522727012634281 30.456381797790531 1.6674999594688418 1.3535000085830691 56.973455429077156 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 7 9 8 20 13 21 -1 -9 28 -6 -3 -10 16 19 18 -12 22 -5 29 -14 -15 25 -22 -17 -4 -8 -2 right_child=2 3 27 6 12 -7 11 10 14 -11 17 -13 15 23 -16 26 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.037474013209723475 -0.00019431139061230356 -0.02264575303477635 0.021656666630046423 -0.0059224623052055517 0.013877459559149577 0.024486963117852752 0.018025651019145824 -0.019232717163734727 0.0030343411925193827 -0.024704311665089181 -0.00088143762059102876 0.023534008833666763 -0.028338653980406806 -0.0090477027063976204 0.026000638141819583 -0.014068052368503154 0.0026653827540725479 0.025222525795380289 -0.025195131773970279 -0.033773274223744383 -0.0055990492722755719 0.018568145088382351 -0.013618971768609798 -0.034504211873447599 0.016029362027951355 0.023776173877771267 0.0093928807481048014 0.044142854489291242 -0.002808369394333828 0.020357937015299508 leaf_weight=139.12563766539097 136.74594464898109 107.90387074649334 15.907487630844114 106.6244004368782 11.371308073401449 312.13047690689564 27.120687991380692 50.630114436149597 26.444395914673805 215.22237145900726 194.02727407217026 63.35014408826828 61.204406470060349 198.41286827623844 75.453031376004219 260.84606283903122 14.615567952394484 12.3091943860054 15.719611927866934 55.846313744783401 81.229037940502167 39.272388309240341 95.477007955312729 12.749658450484274 48.763477310538292 22.325600072741508 14.629448279738424 261.29030004143715 41.396262139081955 18.964840263128281 leaf_count=650 550 460 64 438 46 1263 109 213 106 957 797 255 266 831 304 1102 61 50 65 244 330 158 413 53 196 90 61 1105 168 76 internal_value=1.69426e-05 -0.0122136 0.0255612 -0.00388714 -0.0216354 0.0176909 0.00534704 -0.00998564 0.0105456 -0.029718 -0.00451202 0.0141316 -0.0160631 -0.0146636 0.0200404 -0.0167405 -0.0214926 -0.00115562 -0.00270364 -0.023154 0.000873477 0.00558371 -0.0193689 -0.0105847 0.00563071 0.000734028 -0.0128221 0.0428524 0.00543825 0.00230886 internal_weight=2737.11 1850.9 886.209 982.562 868.338 609.011 390.81 591.753 296.881 354.348 272.686 131.867 513.99 319.066 101.897 502.619 227.143 222.056 209.747 212.528 258.943 194.983 156.681 211.163 152.318 103.555 275.476 277.198 68.517 155.711 internal_count=11481 7855 3626 4055 3800 2457 1586 2469 1194 1607 1125 532 2193 1344 410 2147 984 912 862 923 1054 784 679 884 616 420 1163 1169 277 626 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=0 5 0 15 5 5 20 20 2 13 15 12 15 10 7 10 15 22 10 12 26 2 17 19 21 22 5 2 21 10 split_gain=870.339 162.353 105.467 40.676 34.2475 18.8932 18.3743 16.7306 16.6358 18.5441 17.2572 14.9437 12.5195 12.3186 11.2702 11.1108 12.4234 10.3042 14.1443 9.52238 11.8369 9.05772 8.85995 9.39179 7.32299 10.2806 9.77044 8.39305 7.19661 8.36243 threshold=47.500000000000007 12.833333492279055 70.500000000000014 0.98958334326744091 31.833333015441898 83.833332061767592 0.0008635785197839142 469.65472412109381 11886.262695312502 5.4083333015441903 -0.49390244483947748 2.7370891571044926 1.6702898144721987 0.70563054084777843 56.541666030883796 10.705009460449221 -9.7499999999999982 3883.060668945313 15.894683361053469 14.148025512695314 0.30484129488468176 3365.477905273438 61228.513671875007 4231.5966796875009 3227.623168945313 6339.6723632812509 63.833333969116218 4002.4619140625005 13999.579589843752 3.4369952678680424 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 6 7 -4 13 -3 10 19 -6 15 14 -1 -2 16 -8 28 -19 20 -10 -12 23 -16 -14 26 -26 -27 29 -9 right_child=2 4 5 -5 8 -7 11 17 9 -11 21 -13 24 -15 22 -17 -18 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.016783881354044825 0.0066223252289453012 -0.017179780401939428 0.03125779501074636 -0.011318347628720749 0.029416256974198581 0.04478977858843991 0.0095492101413743452 -0.010375673284545982 0.0084938238094871815 0.026478376521870604 0.0052726858768528135 -0.031864574712507476 0.0064380642993489071 -0.033537985465817689 0.02644304803398817 0.0055022534100404074 -0.020071754526915623 -0.011181803425344784 0.011649051215419221 0.028972906389629956 -0.010537176790457443 -0.0096321128507936889 0.041629095893876054 0.0067222272182691717 0.035437597424021812 -0.0022066358578335405 0.011643719646997784 0.0224647466716725 0.0031683738298654896 0.010382122210203928 leaf_weight=47.891290664672852 141.26421020925045 115.3838003128767 174.89377501606941 298.14227882027626 14.351651474833487 197.97084408998489 13.70879030227661 93.704688042402267 100.80995924770832 48.566078245639801 54.013093486428261 68.81187915802002 22.199506148695946 225.32879914343357 41.599659875035286 19.986495122313499 180.96236906945705 240.64875023066998 27.18026103079319 13.879825532436369 41.532552808523178 114.4493455439806 14.2859039157629 45.512339651584625 79.036483705043793 17.948945462703705 19.33077946305275 40.215594097971916 173.3467473834753 21.468570560216904 leaf_count=216 567 493 724 1268 58 853 55 393 408 195 218 306 89 1040 167 86 794 1005 110 56 168 469 58 183 319 72 78 162 707 89 internal_value=0.000420167 -0.0105345 0.0268209 -0.0202606 -0.002686 0.0384425 -0.0250497 -0.00678345 0.00441507 0.0102873 -0.00216298 -0.0196988 0.0165377 -0.0306012 0.0120998 -0.0157989 -0.0179858 -0.0046273 -0.00886485 0.00525383 0.00294098 -0.00485328 0.0197309 0.0161398 0.0225629 0.0248497 0.0307617 0.0148514 -0.000693652 -0.00650637 internal_weight=2708.43 1914.17 794.258 854.832 1059.34 372.865 556.69 671.733 387.603 204.788 182.814 283.47 421.393 273.22 242.662 214.658 194.671 556.349 267.829 156.222 142.343 168.462 101.398 87.112 178.731 156.532 98.3673 58.1645 288.52 115.173 internal_count=11406 8134 3272 3765 4369 1577 2497 2797 1572 827 745 1241 1695 1256 975 935 849 2304 1115 632 576 687 408 350 720 631 397 234 1189 482 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=0 5 0 0 15 20 20 2 12 14 8 27 15 27 19 2 2 10 13 10 15 12 6 20 12 18 13 18 18 2 split_gain=823.018 178.671 74.7109 42.0019 39.1476 18.6271 17.8577 17.7234 14.3752 14.0536 13.8798 13.1271 13.0577 11.1909 12.2282 11.0149 11.8067 11.8874 10.844 10.5455 11.7818 9.77574 9.42043 13.1837 8.50221 8.1174 7.58201 7.50699 7.11938 6.71348 threshold=51.500000000000007 12.833333492279055 84.500000000000014 35.500000000000007 0.98958334326744091 469.65472412109381 0.0008635785197839142 5699.8171386718759 2.7370891571044926 2.7583664655685429 0.59946590662002575 3.413345575332642 5.190908908843995 1.3133026361465456 4735.4675292968759 98141.367187500015 16341.812500000002 12.401145458221437 -1.0416666865348814 10.705009460449221 -9.7499999999999982 53.871601104736335 0.85355338454246532 619.70678710937511 6.0552382469177255 1618.6322021484377 3.8452380895614628 2932.8295898437505 597.51300048828136 15259.346191406252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 6 -3 10 13 19 11 -1 -9 18 -2 24 16 17 22 -5 20 -8 -4 -7 -24 -15 -18 -11 -27 -28 -14 right_child=2 3 21 12 -6 15 8 9 -10 26 -12 -13 29 14 -16 -17 25 -19 -20 -21 -22 -23 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.015684191327759524 -0.00032727460100736699 -0.015788516532952872 0.043978516973109727 0.030244159568909117 -0.011009670625487434 -0.019331075159130542 0.0092601515626241308 0.01052804145829884 -0.031228957303562385 0.036815733531864021 -0.03324812477700085 0.041107547126844522 0.011235911296047875 0.02041658544666524 0.0048777318522101425 -0.015173838247648074 0.0060597334016754918 0.013180045382157194 0.0021831954099960096 0.0053299697625990147 -0.019588220272621918 0.016808033273766881 0.023134946018683666 -0.008092002138827839 0.045939611509029518 -0.0146887082119532 0.033447888265701095 0.00070090621441587161 0.017539990077589548 0.029678415209103408 leaf_weight=49.598862424492836 37.399736002087593 137.6910272538662 218.63420788943768 12.932316228747366 297.31888407468796 61.175594240427017 13.712553218007086 69.247969537973404 68.11664642393589 95.02433679997921 220.5715644210577 15.453825756907461 62.446231007575989 86.254779294133186 43.786415964365005 65.984875127673149 170.61053563654423 23.351019158959389 298.006566375494 20.013141840696335 179.88305775821209 12.604935511946676 13.286189556121824 144.58954438567162 13.59842689335346 39.910731852054596 47.835861518979073 100.01165503263474 53.792168095707893 24.827096655964851 leaf_count=225 150 588 952 52 1268 259 55 280 306 390 1031 64 251 347 176 280 692 95 1204 86 794 54 56 606 55 164 196 410 220 100 internal_value=0.000409094 -0.00933953 0.0285747 -0.00165803 -0.0197854 -0.0058087 -0.0245131 0.0216121 -0.0192285 0.0263235 -0.0300237 0.0161073 0.00622834 0.0142901 0.0180961 -0.0035885 -0.00220595 -0.0071677 0.00335028 -0.0154017 -0.0175449 0.0424974 -0.00933678 -0.00546407 0.0238924 0.00166719 0.0307238 -0.00368875 0.0250278 0.0164823 internal_weight=2697.67 2004.04 693.633 1154.82 849.215 756.611 551.896 462.394 281.725 281.354 270.17 84.7018 398.212 181.039 143.64 618.92 552.935 242.402 310.939 213.609 193.596 231.239 219.051 157.876 99.8532 310.533 196.652 139.922 101.628 87.2733 internal_count=11406 8522 2884 4757 3765 3150 2497 1878 1241 1150 1256 344 1607 728 578 2562 2282 1016 1256 935 849 1006 921 662 402 1266 806 574 416 351 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=0 23 0 18 16 7 27 7 13 17 12 15 11 11 10 6 7 18 22 2 20 16 12 8 18 18 17 19 25 15 split_gain=778.871 144.479 98.5478 43.5202 28.6461 19.1295 17.6789 15.5685 13.6617 11.9337 12.0541 11.5464 10.5357 15.0847 12.9752 10.2628 10.1668 10.1066 9.63988 9.50776 9.47768 9.26919 9.1707 8.7095 19.9285 9.43758 8.30524 8.75843 8.18585 8.1486 threshold=47.500000000000007 6.7014999389648446 70.500000000000014 396.52758789062506 3.8261053562164311 34.104166030883796 3.7627022266387944 40.041666030883796 -1.0000000180025095e-35 16247.469726562502 16.512618064880375 1.6702898144721987 -18.749999999999996 -1.0000000180025095e-35 14.99074172973633 1.4708693623542788 56.541666030883796 483.67169189453131 14384.298339843752 10470.546875000002 599.16513061523449 11.82525157928467 53.871601104736335 1.0740272402763369 910.88113403320324 780.62380981445324 61228.513671875007 4231.5966796875009 2.7074166536331181 1.3763889074325564 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 11 8 7 9 20 17 -3 19 15 16 -5 -14 -15 -11 -2 -1 23 -6 -4 -7 -8 25 -25 -19 27 -18 -22 -30 right_child=2 3 6 12 5 21 22 -9 -10 10 -12 -13 13 14 -16 -17 26 18 -20 -21 28 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.01680060156317232 0.0061431894751265859 -0.034618180349785532 0.0067331114711366661 0.014673676593605399 -0.0037161032790085612 0.0062301588117305686 0.042372008258646961 0.0047307966734961944 -0.022353670129700548 0.0040523831656442992 0.028003310229103458 0.021405136709714865 -0.0222107064171593 -0.012304993241156135 0.011748845867599103 -0.011100798282117743 0.025102186998301503 -0.032200708630867672 -0.019054011585597126 -0.020429814908685735 0.041077540026358779 0.022094048615813718 0.017207905078782761 0.028214945934729129 -0.0057923927480375646 -0.0021318056340134898 0.039917645660965576 0.0060359730657874398 0.033207973915041572 0.0082801348356034508 leaf_weight=156.63329614698887 141.21301102638245 131.08744946122169 18.155527755618095 11.729250654578207 141.93577875196934 124.55991680920124 248.24551041424274 64.728527516126633 217.15344108641148 203.01521657407284 15.869187504053114 178.02943921089172 148.84529942274094 377.00732664763927 21.324627280235291 50.165236100554466 41.48366716504097 14.400812938809393 37.922770112752914 39.062184020876884 37.61006473004818 45.169257253408432 13.756413593888281 22.371693149209023 50.553434208035469 27.022545248270035 14.153214961290358 45.431811407208443 27.195441141724586 20.850551679730415 leaf_count=669 567 635 75 47 590 503 1086 261 989 826 64 720 655 1617 87 208 167 61 162 163 156 182 59 93 209 113 58 183 114 87 internal_value=0.000398409 -0.00999005 0.0255138 -0.0186459 -0.00208585 0.00186959 0.0368994 -0.00864706 -0.0269704 -0.00136712 0.0026397 0.0156045 -0.0134591 -0.0140622 -0.0110173 0.00104993 0.0113422 -0.0114503 -0.00594671 -0.00732318 0.0264221 0.0104519 0.0410508 -0.00159978 0.00464025 -0.0125852 0.0186063 0.015136 0.0305954 0.02239 internal_weight=2686.68 1900.56 786.125 907.147 993.41 619.777 365.814 373.633 348.241 450.048 269.05 420.311 558.907 547.177 398.332 253.18 242.282 308.905 152.271 180.998 103.812 169.729 262.002 114.348 72.9251 41.4234 101.069 86.9155 85.6561 48.046 internal_count=11406 8134 3272 4030 4104 2536 1577 1568 1624 1851 1098 1695 2406 2359 1704 1034 975 1307 638 753 432 685 1145 476 302 174 408 350 357 201 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=0 5 0 5 15 20 24 16 20 12 8 17 15 14 7 11 10 15 7 22 12 14 24 17 13 11 27 17 14 25 split_gain=737.805 161.435 71.4106 37.7766 36.9244 16.9589 16.3153 15.4654 15.3993 13.821 13.5503 12.8486 11.7357 11.5667 10.3974 10.4112 9.96622 10.6495 9.4146 9.35035 9.27687 8.97112 8.94255 8.54633 8.42235 9.04904 7.86725 8.84879 11.5594 7.84624 threshold=51.500000000000007 12.833333492279055 84.500000000000014 31.833333015441898 0.98958334326744091 0.0008635785197839142 0.12339078262448312 3.8261053562164311 469.65472412109381 2.7370891571044926 0.59946590662002575 15977.560546875002 0.30860807001590734 3.0220135450363164 40.041666030883796 0.58333334326744091 10.705009460449221 -9.7499999999999982 40.845237731933601 12267.323730468752 53.871601104736335 1.1661242842674258 0.30558307468891149 7274.0187988281259 5.4083333015441903 1.1666666865348818 4.0066041946411142 15066.079589843752 9.1936244964599627 1.5908333063125613 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 8 5 10 13 14 -3 16 -1 18 23 -2 15 -5 17 -7 -9 -15 -4 22 -10 -8 25 -13 -23 28 -28 -20 right_child=2 3 20 7 -6 9 12 11 21 -11 -12 24 -14 19 -16 -17 -18 -19 29 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.014710233860914745 0.0086365909107428678 -0.016173754888842103 0.042538754463833491 -0.018246671611629389 -0.010340787469466355 0.008784010853838781 0.021710106817700699 -0.0020094002961792493 -0.024705671195566641 -0.03023279132481109 -0.032202182256447789 0.016431535871910399 0.021640415533458971 0.029063483686871786 0.0043381662033819381 0.0052753697939020858 0.0055888123563545885 -0.018658965343963982 0.0076983820874311206 0.0085268501311262391 0.015939290196212236 0.0018719025545241496 0.0018887900347783371 0.043916696077553635 0.027368074200360328 -0.0084868391020428285 -0.016397405649701546 -0.0020501815960381328 0.011484461894141488 0.033376623545754422 leaf_weight=48.911086827516556 126.54653596878052 114.46140472590923 213.02186830341816 51.736498475074768 295.46284574270248 13.708217546343802 23.770956441760063 103.62890845537186 34.773489087820053 66.938341528177261 215.33609640598297 56.041680425405502 171.52829618752003 63.347580656409264 93.665934190154076 25.176406502723694 19.948146998882294 177.70353746414185 76.218351885676384 29.127832666039467 12.492466047406195 193.63923567533493 16.914714932441711 45.363446339964867 42.685623720288277 17.123835951089859 97.054916456341743 201.28255638480186 15.522799149155615 12.460455760359762 leaf_count=225 509 495 952 214 1268 55 97 422 149 306 1031 226 706 258 377 103 86 794 306 118 54 800 71 190 172 69 412 827 64 50 internal_value=0.000388038 -0.00885513 0.027238 -0.00156935 -0.0188742 -0.0235213 0.0204545 0.00487385 -0.0061483 -0.018353 -0.0289645 0.00888555 0.0258462 0.0145301 -0.00237348 -0.010547 -0.0145906 -0.0166936 0.00413095 0.0225949 0.0410653 -0.00409616 -0.0160028 0.0362813 0.016778 0.0105996 -0.00288349 -0.00581738 -0.0125529 0.0113065 internal_weight=2675.59 1990.4 685.199 1152.39 838.008 542.545 459.685 478.738 673.649 278.298 264.247 308.159 240.663 219.022 170.579 76.9129 211.36 191.412 192.308 92.4754 225.514 559.188 51.6882 69.1344 115.851 73.1655 507.5 313.86 112.578 88.6788 internal_count=11406 8522 2884 4757 3765 2497 1878 1939 2818 1241 1256 1245 993 885 694 317 935 849 778 376 1006 2323 220 287 467 295 2103 1303 476 356 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=0 5 0 28 0 16 2 28 14 18 14 2 27 13 6 8 13 16 7 6 17 21 12 13 18 27 25 21 16 2 split_gain=698.436 153.485 69.8282 35.8861 35.7013 16.8551 16.1263 14.0748 13.8621 15.8157 12.9196 11.9437 11.8558 11.2943 10.4366 10.0447 9.90685 9.64073 14.9274 13.5738 13.1937 9.47757 9.04451 9.00221 8.55386 8.31323 8.59972 8.22865 8.2235 7.93974 threshold=51.500000000000007 12.833333492279055 84.500000000000014 3.6972707509994511 35.500000000000007 3.0331866741180424 5699.8171386718759 0.10061999782919885 1.5324687361717226 1068.5415649414065 2.7583664655685429 96066.679687500015 3.413345575332642 5.1547617912292489 3.0275251865386967 0.59946590662002575 -1.0416666865348814 16.455416679382328 23.041666984558109 1.0773502588272097 14345.463867187502 6467.9267578125009 53.871601104736335 2.4494949579238896 2156.130737304688 1.3133026361465456 1.8180416822433474 44295.632812500007 6.1133584976196298 10470.546875000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 8 5 -3 14 -7 -1 23 12 27 -8 16 25 -13 -6 19 -19 20 29 -21 -4 -10 -16 -2 -27 28 -5 -9 right_child=2 4 22 11 13 7 10 17 9 -11 -12 15 -14 -15 24 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.026689264809825027 -0.0032992656931969734 -0.012337675482429386 0.041859631819074025 -0.03442276121481478 0.028750391903683146 0.025196027307396243 0.0093399301954269869 -0.0053784441722971709 -0.012965389193599106 0.016220463883003074 0.028695082213843221 -0.013939643988218104 0.03869725389782832 0.015255341140486631 0.040028655117745039 -0.029217540432970788 0.0019403312759100869 -0.010405035695362028 0.026746287561173591 0.012077384561009763 0.0033644812833375512 -0.014160948753410663 0.015530380943562093 0.0022152726957948071 0.0086827322406409831 0.020358598997862753 0.0034612947787041257 -0.011131883733039145 -0.010685296644443169 -0.025405804440702406 leaf_weight=46.105462118983269 34.90430636703968 220.62321516871452 210.02886593341827 35.894489631056786 12.944335326552389 16.043826222419739 68.944628909230232 88.427376091480255 253.7622919678688 20.775222614407539 193.87666580080986 44.959131091833115 15.090448975563048 87.608939602971077 20.589643627405167 279.55218663811684 297.49192661046982 17.009034395217896 22.75637774169445 13.588588953018187 211.86989100277424 140.45157094299793 12.437587693333624 40.810912698507309 12.648098334670065 66.43946036696434 45.790395557880402 89.798503950238228 20.71554808318615 22.3105848133564 leaf_count=209 140 946 952 161 52 65 280 371 1108 90 806 208 64 353 84 1335 1202 70 92 56 865 590 54 173 51 268 185 392 89 95 internal_value=0.000378005 -0.00862059 0.0265972 -0.0184345 -0.00152423 -0.00536525 0.0199028 -0.00247624 -0.0113244 -0.00907801 0.0244365 -0.0238918 0.0146117 0.00574279 0.0129175 -0.0271009 0.00305824 -0.00333595 0.0108554 -0.0045199 -0.00102164 -0.0118463 0.0403876 -0.0108622 0.0281005 0.0094876 0.0134644 -0.0167788 -0.0257364 -0.00941339 internal_weight=2664.25 1983.5 680.75 832.374 1151.13 753.08 458.284 532.457 361.454 315.348 277.912 470.92 84.0351 398.045 180.372 324.511 310.436 516.413 39.7654 476.648 322.608 154.04 222.466 294.573 33.2377 147.134 112.23 146.409 56.61 110.738 internal_count=11406 8522 2884 3765 4757 3150 1878 2204 1580 1371 1150 2185 344 1607 728 1543 1254 2139 162 1977 1331 646 1006 1281 135 593 453 642 250 466 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=0 2 0 9 26 16 16 0 17 11 18 13 28 26 6 15 28 28 11 27 21 22 9 6 6 14 17 2 22 13 split_gain=686.053 146.475 71.0208 41.999 34.0401 21.8216 15.2905 15.2172 26.7279 11.6516 11.4832 10.6055 10.5484 10.3612 10.2721 9.66871 9.56411 9.32434 8.98503 8.57265 8.31805 8.27814 8.91693 8.19445 7.68946 7.53833 7.5119 7.39178 7.23442 8.41724 threshold=51.500000000000007 96066.679687500015 84.500000000000014 13.274305343627931 1.7632328271865847 17.082242012023929 3.0331866741180424 41.500000000000007 15455.573730468752 -22.666666984558102 28231.702148437504 -1.0000000180025095e-35 20.968221664428714 0.09723310545086862 8.2560081481933612 0.86515152454376232 0.072818562388420119 10.545944213867189 2.5833333730697636 16.811041831970218 39317.078125000007 27354.978515625004 12.979166507720949 2.0408329963684086 0.64222851395607006 14.751348018646242 83430.757812500015 58123.742187500007 13895.768554687502 -0.76388889551162709 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 6 9 7 27 8 14 -3 12 21 16 25 28 23 -10 26 -11 20 -15 -6 -23 -8 -9 -2 -18 -1 29 -5 right_child=2 4 -4 5 11 -7 15 24 10 18 -12 -13 -14 19 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0242902347110177 0.0084877439034254914 0.016989860829133382 0.040388606310339692 -0.029290613149563591 -0.034909426146829202 0.01571544040438758 -0.0080302229084889005 -0.0034878649852479156 -0.018872466783349057 -0.015523471910857111 -0.022436014276388076 -0.021827990395304194 0.030270595666987976 0.020188989867251553 0.015308393501005199 -0.001045264778377091 0.0040580229286209602 -0.018829071512765708 0.0021854358859737621 -0.0014435299962820042 0.031091783121371255 -0.034632947583260125 0.0039238332689961672 -0.030557986954666536 0.0096663333913600616 0.033644128109026443 0.025464728247866407 -0.0083189182669126012 -0.023296574832900274 -0.0075078552108666929 leaf_weight=99.177996277809143 96.240146264433861 11.249562501907347 210.9461874216795 16.966205909848213 132.76089787483215 75.566047608852386 42.396500214934349 54.732282876968384 17.401342779397964 309.17301619052887 15.683390274643896 217.8145946264267 13.04990418255329 263.92066489160061 14.678574949502943 106.91592016816139 267.8775944262743 15.269848525524138 28.131927520036697 13.654617205262182 82.715970635414124 10.54029203951359 11.065653473138807 22.110836669802666 148.54117193818092 12.064578920602797 15.613333031535147 35.385158747434616 34.681312307715416 270.72447009384632 leaf_count=443 387 45 968 71 660 305 185 220 72 1354 66 1014 53 1087 60 448 1091 63 119 56 348 50 51 99 597 50 64 155 145 1141 internal_value=-8.78258e-05 -0.00898471 0.0259336 -0.00284161 -0.0197819 0.000241071 -0.0125211 -0.00107989 -0.00322736 -0.0130448 0.00264392 -0.0260913 0.0038387 0.0194264 -0.00923529 -0.00657945 0.0027477 0.00400697 -0.0140465 0.0218722 0.0227907 -0.0321068 -0.0148858 -0.0157519 0.00612451 0.01129 0.005237 -0.0200904 -0.0103528 -0.00879247 internal_weight=2667.05 1987.51 679.542 1266.77 720.736 960.785 305.986 885.219 681.946 348.555 344.895 372.181 329.212 468.596 337.051 171.423 316.162 298.761 337.305 360.291 346.637 154.367 21.6059 64.5073 203.273 108.305 283.491 134.563 322.372 287.691 internal_count=11467 8571 2896 5278 3293 3948 1330 3643 2826 1518 1409 1775 1343 1928 1417 732 1290 1218 1473 1491 1435 761 101 284 817 437 1155 598 1357 1212 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 16 25 16 21 15 24 27 14 11 9 2 17 2 21 26 15 24 6 17 1 6 27 21 14 11 split_gain=649.563 139.462 69.5654 39.7074 38.1747 20.5262 16.5232 14.5757 14.0688 13.5258 12.937 12.5513 14.5126 12.2471 11.0261 9.96056 9.69543 9.48611 10.5226 9.17331 9.16666 9.12832 7.85455 7.67587 8.00339 7.53574 7.38231 7.32964 7.23267 7.39945 threshold=51.500000000000007 96066.679687500015 84.500000000000014 13.274305343627931 0.52650064229965221 17.082242012023929 1.041541635990143 3.0331866741180424 45557.193359375007 0.54653680324554454 0.11903645470738412 4.0066041946411142 1.1571011543273928 -18.749999999999996 1.6711711287498476 15595.564941406252 15195.455078125002 3382.8698730468755 3762.050903320313 6.5056588649749765 0.86515152454376232 0.062719244509935393 2.0408329963684086 8320.4965820312518 17.500000000000004 3.0275251865386967 4.3363022804260263 82946.921875000015 17.199156761169437 -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 left_child=1 3 10 7 13 6 -5 -1 11 14 28 12 -8 -3 -6 16 25 18 -14 -11 22 -10 -9 -19 -25 -12 -13 -23 29 -2 right_child=2 4 -4 5 9 -7 8 20 21 19 15 26 17 -15 -16 -17 -18 23 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.019616497424814541 0.0019625029762219805 0.018648360612481107 0.039768979918649312 0.02854606714705599 -0.015233553115538737 0.015238477090491346 -0.012541893863167642 -0.007807290085538628 -0.013522150578296793 0.0060403990772866147 0.016380578767078113 -0.024054209306042691 0.0043905965273758878 -0.012589398282568774 -0.030116605611960001 0.030569676261886412 -0.0022531991313260473 -0.0061233006500733657 0.030936381403336415 -0.019562545209064735 -0.001014128544894846 0.0070533764169788942 -0.029944313714103814 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0.0189061 -0.00338005 -0.000881098 -0.0114058 -0.0277939 0.0235351 0.0184615 0.00130376 0.0115883 -0.0128978 -0.00639539 0.00665573 -0.0153565 -0.000618872 0.00283128 0.0213482 -0.00969843 0.00932526 0.0135209 0.011335 internal_weight=2655.33 1980.4 674.93 1264.98 715.417 960.201 884.608 304.778 867.949 405.556 467.077 715.43 512.668 309.862 340.145 251.173 145.927 431.768 68.0038 65.4103 171.084 152.519 64.1908 363.764 223.608 128.079 202.763 134.698 215.904 186.369 internal_count=11467 8571 2896 5278 3293 3948 3643 1330 3576 1945 1928 2955 2104 1348 1648 1051 605 1763 274 297 732 621 284 1489 906 532 851 548 877 755 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 16 25 14 15 21 5 28 24 11 2 2 21 28 6 24 21 6 10 15 24 2 2 11 15 11 split_gain=615.124 132.785 68.1801 37.5385 36.873 19.3099 15.5586 13.9718 13.416 13.2403 12.6749 12.541 12.3772 11.5566 10.1655 9.57107 9.4561 9.21684 9.09948 8.58806 8.07115 10.7943 8.06352 8.04809 10.0533 7.86411 8.85666 7.81247 7.08864 8.20691 threshold=51.500000000000007 96066.679687500015 84.500000000000014 13.274305343627931 0.52650064229965221 17.082242012023929 1.041541635990143 1.4688674211502077 0.075961541384458556 45557.193359375007 32.166666030883796 5.8949439525604257 0.11903645470738412 -18.749999999999996 44897.128906250007 15595.564941406252 44295.632812500007 8.2380204200744647 2.0408329963684086 0.062719244509935393 13999.579589843752 9.3979792594909686 1.943954646587372 -0.04396135360002517 1.0151200890541079 11463.091796875002 3382.8698730468755 1.0000000180025095e-35 1.4868686795234682 0.41666667163372045 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 7 13 6 -5 -1 -6 10 17 23 -2 -3 18 22 -13 20 25 -11 21 -8 -14 -9 -25 26 27 -12 29 -10 right_child=2 4 -4 5 8 -7 9 11 28 19 14 16 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.023148129116854883 0.013135637484528012 0.018093464375752485 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134.81533628702164 134.90828627347946 12.485806509852408 132.54967796802521 68.761646419763565 13.862384244799612 112.36925627291203 100.72497625648975 48.747680321335793 19.241061836481094 50.74645708501339 leaf_count=335 877 47 968 67 1212 305 796 60 410 73 74 173 54 1301 64 446 410 159 192 548 554 51 551 291 61 453 416 196 85 238 internal_value=-8.34861e-05 -0.00851731 0.0247482 -0.00268228 -0.0188964 0.000226685 -0.00101798 -0.0118768 -0.0248926 -0.00156939 -0.0032822 -0.00820196 0.0184027 -0.0111028 0.000869222 0.0229461 -0.0141725 -0.00712696 0.00200053 0.00645217 -0.00554306 -0.00938791 0.0179699 5.53056e-05 0.00355845 -5.93454e-05 -0.00417044 0.00426672 -0.0180437 -0.0204289 internal_weight=2643.47 1973.27 670.202 1263.15 710.127 959.56 883.949 303.585 401.342 867.302 714.696 228.943 465.491 308.785 343.643 249.914 132.87 371.053 327.881 152.606 333.615 198.707 145.431 96.073 82.624 280.269 167.9 67.1749 156.825 137.584 internal_count=11467 8571 2896 5278 3293 3948 3643 1330 1945 3576 2955 995 1928 1348 1395 1051 583 1560 1331 621 1401 847 605 412 352 1139 686 270 733 648 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=5 5 25 18 13 5 16 13 24 6 7 24 10 21 22 21 14 20 13 8 24 11 15 15 20 22 1 13 13 14 split_gain=573.042 126.334 66.1996 35.9726 27.2036 18.5653 16.0006 14.405 12.5058 12.4835 12.4241 9.5506 11.4071 9.96546 9.53959 8.68221 10.5003 8.58222 8.5011 7.95296 7.31184 7.15687 7.07857 7.06922 6.91259 7.25385 6.84991 6.83751 8.44595 6.68265 threshold=49.166666030883796 12.833333492279055 3.8740416765213017 396.52758789062506 2.8452380895614628 31.833333015441898 37.096092224121101 -1.0000000180025095e-35 0.12339078262448312 1.6297879815101626 51.041666030883796 6.737074851989747 8.0400199890136737 70174.640625000015 25507.562500000004 67928.375000000015 1.6151115298271181 16187.950195312502 1.4226190447807314 1.1391779184341433 0.27539165318012243 -0.83333334326744068 -0.38379706442356104 0.60208335518836986 1183.571228027344 15626.839355468752 -13.499999999999998 2.6306818723678593 1.236111104488373 8.87121629714966 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 7 5 15 -6 17 21 22 14 12 26 -13 -4 16 -3 -1 -9 -18 -17 -2 -7 -10 -11 -26 -5 28 -28 -21 right_child=2 4 10 11 6 9 -8 18 23 24 -12 13 -14 -15 -16 20 19 -19 -20 29 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.035805980410378364 -0.0089494761127354994 -0.013367352081971439 -0.0029696961100011171 0.011535180936255156 0.0037901664885742299 0.015972322248313381 0.035937838678010418 -0.021942548410902749 0.030911355684381799 0.023927232081170157 0.038504269368434353 -0.029461636133978973 0.013010550106477364 -0.010049118168292235 0.034492284326968735 -0.0057232743876852472 0.014702440893405869 -0.0077925712421082023 0.0012393228372812016 -0.0072365057420873281 -0.021162719275948098 0.013328988996455696 -0.004133113039413782 0.018462206532761441 -0.0020394652388340474 0.023167198316257461 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-0.00853661 -0.00624804 -0.0332911 -0.0201376 -0.00262706 -0.0155619 0.0119904 -0.00263012 0.0223929 0.0113206 0.00493774 -0.0112891 -0.0119882 -0.0135079 -0.0043268 internal_weight=2631.56 1964.76 666.798 819.49 1145.27 791.183 354.091 318.74 419.808 305.172 246.991 500.75 404.611 96.1392 24.4744 486.011 366.59 120.45 198.29 242.998 119.421 229.795 227.856 190.012 77.316 51.3282 386.405 374.923 328.676 221.292 internal_count=11467 8573 2894 3807 4766 3323 1443 1588 1738 1244 1156 2219 1778 441 103 2079 1556 635 953 1021 523 934 931 804 313 208 1701 1655 1459 931 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=0 2 0 24 5 14 16 15 17 24 22 23 17 11 2 16 17 15 2 17 20 26 13 6 18 26 6 6 16 28 split_gain=552.089 120.89 65.9172 34.5952 31.1506 17.4155 13.5075 12.9731 12.0266 11.322 10.6485 10.4981 12.109 10.4032 9.61692 11.9276 9.16236 9.97096 9.15831 8.95572 8.85687 8.49989 8.23145 12.0982 11.0439 7.97127 7.42716 7.30952 9.26114 17.2689 threshold=51.500000000000007 96066.679687500015 84.500000000000014 0.52650064229965221 20.833333015441898 2.0036580562591557 3.3680888414382939 0.075961541384458556 33480.511718750007 0.11903645470738412 19872.702148437504 26.77783298492432 14829.179687500002 -18.749999999999996 3502.910522460938 16.455416679382328 8209.5034179687518 6.7596154212951669 15595.564941406252 15195.455078125002 1021.8444824218751 0.032670872285962112 3.6181818246841435 3.5705425739288335 1154.3008422851565 0.15911075472831729 3.0275251865386967 0.85355338454246532 4.309354543685914 0.30041037499904638 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 13 6 21 10 -5 14 -2 -1 12 -8 -3 -7 16 -16 20 19 26 -18 -6 23 24 -22 -10 -11 -23 29 -29 right_child=2 3 -4 7 5 8 11 -9 25 18 -12 -13 -14 -15 15 -17 17 -19 -20 -21 22 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.011112611268085631 0.012391010642857405 0.017185735366420145 0.038097351867682372 -0.028353085739773153 0.016400515738169228 0.011381370052547139 -0.016516249391130805 -0.017195326369457621 -0.0030798445955426842 0.014771193569073414 -0.029049895819473103 -0.021353733054786984 6.372165055154675e-05 -0.011623850567452503 -0.0083570982693682502 0.015277902079312131 0.015435005530865338 0.01291157864452098 0.028638975130764608 -0.003007063712234101 -0.0010801398050571201 -0.012834420010566255 -0.02182321686598836 0.022839389453317087 -0.032721656028634687 0.017401331463255523 0.030386746080780506 -0.0052140776921043054 -0.019154901098909476 0.025817660812562128 leaf_weight=153.08285896480083 214.9556892067194 11.729303285479544 198.46357791125774 238.53426614403725 14.682136714458464 80.279518261551857 47.581075876951218 154.54928857088089 21.383350774645805 86.335026040673256 36.982047751545906 30.016091540455818 237.67948736250401 294.90041674673557 126.21340075135231 39.837137326598167 20.553838282823563 54.397758364677429 102.97385837137699 17.783844903111458 51.261580869555473 104.42863968014717 23.275971233844757 14.883411914110182 12.312202677130697 85.42973767220974 40.165870368480682 61.811244010925293 21.577446550130844 21.843249440193176 leaf_count=680 877 47 968 1212 59 323 204 733 86 363 169 132 996 1301 527 161 83 220 446 73 209 442 94 61 50 345 169 257 89 91 internal_value=-7.93417e-05 -0.0080765 0.0236361 -0.0180746 -0.00252215 0.00133983 -0.00828577 -0.0239662 0.00430632 0.0174267 -0.0146028 -0.00447756 -0.0027018 -0.0105218 0.0020351 -0.000154096 -0.00218371 0.0022262 0.0218046 0.016927 -0.00252705 -0.0056661 -0.00615604 -0.00150805 -0.00720809 0.0133011 0.0197294 -0.00721138 -0.00163126 0.0028887 internal_weight=2619.9 1959.23 660.678 699.713 1259.51 754.171 505.342 393.084 529.828 462.214 190.065 315.277 285.261 306.63 423.015 342.735 302.898 176.685 247.259 144.285 122.287 224.343 101.733 78.4572 63.5738 106.813 126.501 209.661 105.232 83.6545 internal_count=11467 8571 2896 3293 5278 3097 2181 1945 2159 1928 849 1332 1200 1348 1728 1405 1244 717 1051 605 497 938 414 320 259 431 532 879 437 348 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=0 5 0 20 24 13 16 9 1 10 17 2 13 19 13 10 11 26 9 16 10 26 0 11 24 21 10 2 26 17 split_gain=525.175 127.178 61.6185 46.321 22.3607 17.1686 16.3457 16.31 12.9828 13.8856 12.5809 12.909 12.2663 10.6014 8.34406 8.09532 8.09474 8.96289 10.9608 7.2727 10.8142 7.49308 7.19204 12.4085 7.14565 7.0225 6.9289 6.69715 6.69274 6.67707 threshold=52.500000000000007 20.833333015441898 70.500000000000014 688.42553710937511 7.7066280841827401 0.095454547554254546 3.9912915229797368 79.072917938232436 2.5000000000000004 15.894683361053469 8209.5034179687518 3122.155151367188 8.2613635063171404 70855.089843750015 0.095454547554254546 0.75300809741020214 -9.1666665077209455 0.56496277451515209 13.274305343627931 1.8642591834068301 1.943954646587372 0.084166783839464201 39.500000000000007 0.58333334326744091 0.049002489075064666 40510.861328125007 1.1692548394203188 18771.034179687504 0.24050911515951159 62691.318359375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 5 8 -1 22 26 9 16 11 24 28 19 -6 -7 -5 18 -18 -2 -21 -22 23 -3 -8 -25 -4 -14 -12 -16 right_child=2 6 7 4 14 15 10 -9 -10 -11 12 -13 27 -15 29 -17 17 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.029031536276773615 0.0014192534685709083 -0.012893441770132229 0.00334960931829659 0.010819603920790915 -0.029063869526172584 -0.0030931422406973276 -0.0032964307521909089 0.038971926802558142 0.0011603204567510615 0.021677292878023183 0.012446126974378099 -0.0065002462380209002 0.026268913783742388 0.036188138046473299 -0.025508210009563961 -0.019815281402153113 -0.024960480029362134 -0.013216237277149413 0.0024059790020729542 0.032396065714663837 -0.0024143151988524018 0.014225832316442453 0.0011722113277633959 -0.004344439137148391 0.017565564153870394 0.018667059708127657 0.027327701683132217 0.009089624226941425 0.0011861749720429762 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-0.00467691 -0.00828006 0.0097187 0.00445691 0.0256516 0.0178125 0.0043275 -0.0137726 internal_weight=2615.98 1983.26 632.718 1147.37 803.77 343.598 835.897 330.943 674.44 567.44 528.767 210.871 317.896 301.775 129.33 130.723 555.426 540.431 86.841 284.293 236.692 210.362 307.129 190.053 62.9709 50.5343 166.821 81.7121 236.184 59.3829 internal_count=11507 8704 2803 5259 3539 1720 3445 1562 2939 2491 2158 866 1292 1241 600 621 2441 2380 368 1166 974 865 1287 815 253 214 751 331 961 261 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=0 5 5 20 24 15 0 16 1 10 21 17 2 15 15 22 15 9 15 8 10 15 26 16 10 8 26 9 1 10 split_gain=497.639 120.673 60.2766 44.6831 21.3805 18.2965 16.8753 15.3934 12.2859 13.0811 12.0903 11.8374 12.1533 11.7584 9.8247 9.4998 8.92176 8.74514 8.23085 7.69211 8.30663 7.89405 8.33913 7.52593 9.98093 7.36703 7.33938 10.4022 7.91807 7.27519 threshold=52.500000000000007 20.833333015441898 83.166667938232436 688.42553710937511 7.7066280841827401 0.41885964572429663 63.500000000000007 3.9912915229797368 2.5000000000000004 15.894683361053469 3179.453247070313 8209.5034179687518 3122.155151367188 8.3666663169860858 -0.14434523880481717 171.56953430175784 0.40724815428256994 1.6711711287498476 -0.051956815645098679 1.1714165210723879 0.92631441354751598 0.60208335518836986 0.36108770966529852 1.8642591834068301 1.6369056105613711 1.474529027938843 0.56496277451515209 13.274305343627931 -21.499999999999996 1.4722612500190737 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 5 8 17 10 14 9 26 -2 12 -9 19 -3 -8 29 -1 -17 20 -13 22 -21 -12 -25 -7 27 -5 -28 -6 right_child=2 7 -4 4 16 25 15 11 -10 -11 23 13 -14 -15 -16 18 -18 -19 -20 21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.015688254585968165 -0.0035646480449730965 -0.018029370924047168 0.038034724061328115 -0.024416340207541652 -0.011947976369387953 -0.00075898787936056313 0.038221854250414244 0.0094278350971228383 0.0011252728370356967 0.020964743073576923 -0.0021133472960897224 0.001862195236950218 -0.0063120808838282765 0.017519192803414255 -0.0024054252746386878 0.035971129469210175 -0.010836843443731464 -0.029623892529820509 0.01805807019730158 0.032972235924762908 0.031592349187947739 -0.0019022982914437259 0.0054587031234198478 0.041157332767003847 0.014453281781277659 -0.019634474549915511 0.012804896446957514 0.0023327277160164928 -0.012734249877641685 -0.032499872361627061 leaf_weight=49.912479609251022 40.812199428677559 41.963966101408005 170.32932153344154 16.056577503681183 20.621396631002426 37.309465900063515 30.892689764499664 62.966279715299606 107.02280409634113 12.0486923456192 21.577623561024666 16.13368932902813 147.74214564263821 79.892192974686623 264.75680135190487 26.517067685723305 45.214609056711197 215.55464938282967 178.41740322113037 12.357816576957701 17.778500124812126 141.54716674983501 50.145570024847984 13.791464820504187 145.41689276695251 37.129630848765373 11.194164484739302 70.682721272110939 455.56138478219509 62.440852448344231 leaf_count=250 165 177 862 73 100 173 142 253 448 50 87 65 613 324 1110 116 195 1120 772 50 72 573 208 58 601 177 45 295 2028 305 internal_value=-0.000468362 -0.00786056 0.0228007 -0.0142044 -0.0103362 -0.023318 0.017128 0.000803228 -0.00819551 -0.00995936 0.0111837 0.00390561 -0.0016085 0.00756095 -0.00454301 0.0227137 -0.0215603 -0.0270037 0.0203759 0.00421763 0.0174483 0.00201876 0.0108985 0.0145131 0.0167665 -0.0101739 -0.0106325 -0.00261887 -0.0121217 -0.0273976 internal_weight=2603.79 1976.03 627.755 1140.75 800.843 339.906 457.425 835.284 672.566 565.544 221.598 528.563 210.708 317.855 306.721 235.827 128.277 265.467 204.934 237.963 33.9122 204.051 62.5034 180.786 159.208 74.4391 553.495 86.7393 466.756 83.0622 internal_count=11507 8704 2803 5259 3539 1720 1941 3445 2939 2491 911 2158 866 1292 1287 1030 600 1370 888 968 137 831 258 746 659 350 2441 368 2073 405 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=0 5 5 20 24 15 0 16 1 10 21 17 2 15 28 15 22 15 9 15 8 8 15 26 16 28 10 26 9 1 split_gain=471.559 114.516 59.2436 43.1022 20.453 17.7496 16.1583 14.4923 11.626 12.3245 11.4202 11.1372 11.4412 11.0862 10.2225 9.29031 9.23824 8.6439 8.5323 7.91976 7.23089 7.91447 7.42241 7.84366 7.11749 10.3711 7.05936 6.9587 9.87296 7.47951 threshold=52.500000000000007 20.833333015441898 83.166667938232436 688.42553710937511 7.7066280841827401 0.41885964572429663 63.500000000000007 3.9912915229797368 2.5000000000000004 15.894683361053469 3179.453247070313 8209.5034179687518 3122.155151367188 8.3666663169860858 4.6673231124877939 -0.14434523880481717 171.56953430175784 0.40724815428256994 1.6711711287498476 -0.051956815645098679 1.1714165210723879 0.94065833091735851 0.60208335518836986 0.36108770966529852 1.8642591834068301 0.12294296547770502 1.4722612500190737 0.56496277451515209 13.274305343627931 -21.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 5 8 18 10 15 9 27 -2 12 -9 20 -7 -3 -8 26 -1 -18 21 -13 23 -22 -12 -26 -6 28 -5 -29 right_child=2 7 -4 4 17 14 16 11 -10 -11 24 13 -14 -15 -16 -17 19 -19 -20 -21 22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.015326769286914158 -0.0034567661321717397 -0.017550801927942977 0.037560769571454135 -0.02388606188000221 -0.011648167953300714 0.0075526460450647641 0.037580940277479651 0.009145004208726281 0.0010912913595706106 0.020281896043732976 -0.0020496453566338658 0.0055800670939637831 -0.0061292888374064967 0.017010286009626566 -0.017016241012350223 -0.0023342747376878148 0.035255030925142337 -0.010540187325631731 -0.029149507617491438 0.017600211575475016 0.031967894510513885 0.035434430997965886 -0.0018454335247909002 0.0052911065353040097 0.034975382703520588 0.013162032687649948 -0.031965264706801534 0.012426518116138067 0.0022617438653617749 -0.012402006559032957 leaf_weight=49.562358468770981 40.823156133294106 41.817224606871605 167.34939734637737 15.922692537307737 20.519170179963112 21.444201365113258 30.483167260885239 62.966244861483574 107.04436878859997 12.08022005856037 21.580747246742249 21.052424490451813 147.58616641163826 79.815064549446106 52.694595590233803 264.64373636245728 26.248095139861107 45.094416886568069 212.53668843209743 177.57988922297955 12.363576695322989 12.882170036435125 141.53173191845417 50.181363210082054 22.928532287478447 135.80774275958538 61.593484580516815 11.189043343067167 70.713557735085487 453.76035158336163 leaf_count=250 165 177 862 73 100 96 142 253 448 50 87 85 613 324 254 1110 116 195 1120 772 50 52 573 208 96 563 305 45 295 2028 internal_value=-0.0004564 -0.00765323 0.0222965 -0.0138605 -0.010064 -0.0228697 0.0166878 0.000779479 -0.00797224 -0.00969348 0.0108713 0.00378974 -0.00156147 0.00733479 -0.00990984 -0.0044106 0.0221774 -0.0210929 -0.0265357 0.0198737 0.00409019 0.0169133 0.00195792 0.0105644 0.0141152 0.0163128 -0.0268882 -0.01035 -0.00254391 -0.0118045 internal_weight=2591.8 1968.99 622.801 1134.16 797.917 336.238 455.451 834.84 670.71 563.666 221.14 528.379 210.552 317.826 74.1388 306.461 234.311 127.207 262.099 203.828 238.011 33.9346 204.077 62.5449 180.317 158.736 82.1127 551.586 86.6363 464.949 internal_count=11507 8704 2803 5259 3539 1720 1941 3445 2939 2491 911 2158 866 1292 350 1287 1030 600 1370 888 968 137 831 258 746 659 405 2441 368 2073 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=0 5 5 13 0 13 14 16 18 9 7 13 24 22 1 24 6 10 11 19 12 5 14 28 17 9 11 13 8 22 split_gain=446.88 108.839 58.2461 32.6528 19.0526 16.4966 15.7578 13.7303 11.9252 11.6418 11.639 12.1237 10.8753 10.822 10.5935 10.5776 9.08978 10.7291 9.0099 8.42052 7.99271 15.7444 7.22481 6.60256 6.55121 6.98217 8.24607 6.50592 7.25459 6.06386 threshold=52.500000000000007 12.833333492279055 83.166667938232436 0.42261904478073126 35.500000000000007 -17.749999999999996 3.53981626033783 3.5369127988815312 936.41470336914074 1.6711711287498476 40.541666030883796 7.7638888359069833 0.043404962867498405 7360.6547851562509 1.5000000000000002 10.476166248321535 1.0773502588272097 13.736289978027346 -0.83333334326744068 32053.674804687504 4.0207259654998788 27.583333015441898 5.65785837173462 4.6673231124877939 66878.410156250015 13.685855388641359 0.58333334326744091 4.7638888359069833 1.9296330809593203 22710.232421875004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 5 7 -1 12 -3 9 -7 11 -8 13 -2 -6 22 17 18 -9 27 -18 -22 29 -23 25 26 -20 -12 -29 -10 right_child=2 4 -4 -5 14 8 10 16 15 -11 19 -13 -14 -15 -16 -17 20 -19 24 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.015562177450500585 -0.012765909339329886 -0.010243122734362358 0.037105182286011 -0.0091359256153534726 0.00031006249919104283 -0.015282445409294668 0.018972016965824842 -0.01756107545199757 -0.01123826282536753 -0.029376802175604465 0.025809475042637281 -0.017870713459852 0.013841258834891746 0.019827740320623163 0.010608673923795317 -0.027922093895916093 -0.017676871627665063 0.028733370710341263 -0.031067661224722404 0.033228630945432547 -0.010408433547595316 0.024191969637443102 0.005567285787391219 -0.0026706437748344352 0.014787998131569476 0.0020481101069297321 -0.0014240160590855092 0.030549991329295357 0.0052831640570802623 -0.035088668083813376 leaf_weight=10.628588482737539 30.236344307661057 248.46034105122089 164.3672201782465 350.62980444729328 289.92029649019241 70.01405468583107 22.643636420369148 23.831625238060951 77.084434479475021 213.82977752387524 74.389124840497971 12.46274223923683 180.77704349160194 13.15797473490238 130.29117131233215 43.908665463328362 48.076324060559273 12.303518518805502 13.156233608722685 67.428263157606125 80.270030647516251 21.242248758673668 20.5019820779562 13.448367461562155 30.471978053450584 229.33766412734985 23.586893603205681 13.935234293341635 38.434064224362373 10.957833498716353 leaf_count=43 122 1094 862 1577 1175 348 95 101 358 1153 318 53 762 53 527 220 206 50 56 313 343 87 89 55 128 944 98 60 165 52 internal_value=-0.000444745 -0.00745148 0.0218055 -0.0159891 -0.0016036 -0.0213657 0.0162598 -0.00448724 -0.0222653 -0.0259002 0.0217893 0.00589287 0.0106039 -0.0028829 0.00350326 -0.0154977 -0.00160236 0.00124146 0.000185708 0.0246632 -0.00740536 -0.00310984 -0.0104718 0.0137783 0.00161188 0.000102928 -0.0120382 0.0201069 0.0120066 -0.0142067 internal_weight=2579.78 1961.95 617.832 797.555 1164.4 446.925 453.464 744.185 436.297 283.844 229.293 35.1064 224.171 43.3943 420.211 152.453 495.725 332.688 320.384 194.187 163.037 114.961 108.544 34.6906 296.553 266.081 36.7431 126.758 52.3693 88.0423 internal_count=11507 8704 2803 3840 4864 2263 1941 3162 2220 1501 1004 148 937 175 1702 719 2068 1377 1327 856 691 485 499 142 1226 1098 154 543 225 410 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=0 5 0 20 24 13 0 16 1 10 17 2 13 13 16 2 13 8 8 10 17 2 11 26 9 24 22 0 11 17 split_gain=423.499 103.666 57.4248 40.4749 19.0352 16.2097 15.5773 13.0387 10.7053 11.3332 10.5001 10.6327 10.088 8.27843 7.70717 7.65139 7.58301 7.41832 7.05437 7.30972 6.69335 9.66695 6.68346 7.52121 9.23334 6.60831 6.5954 6.39081 11.6084 6.36209 threshold=52.500000000000007 20.833333015441898 88.500000000000014 688.42553710937511 7.7066280841827401 0.095454547554254546 63.500000000000007 3.9912915229797368 2.5000000000000004 15.894683361053469 8209.5034179687518 3122.155151367188 8.2613635063171404 -0.95833334326744068 1.8642591834068301 2862.0551757812505 0.095454547554254546 0.72211185097694408 1.1714165210723879 1.0477074980735781 4294.5478515625009 5726.4526367187509 -9.1666665077209455 0.56496277451515209 13.274305343627931 0.049002489075064666 2845.441040039063 39.500000000000007 0.58333334326744091 62691.318359375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 5 8 -1 14 27 9 22 11 25 18 -8 -2 -16 -6 -7 19 -12 -15 -22 -5 24 -24 -9 -20 28 -3 -18 right_child=2 7 -4 4 16 17 13 10 -10 -11 12 -13 -14 20 15 -17 29 -19 26 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.027330882739696423 -0.0025406029041024807 -0.012078039007409069 0.036991749947259692 0.0099688478878970279 -0.027173485677428222 -0.0023738543554682298 0.043386236487057056 -0.0037794584770293265 0.0011768631856643214 0.019541309605576856 0.0045487332408766503 -0.0059947935604099598 0.01616066585850633 0.038572730682651567 -0.0084112139800586929 0.014446958437902268 -0.023961626775485658 -0.018311899129109837 -0.01159178031329092 0.032894123812952564 0.004014898636209443 0.021352412113102445 -0.023071925807745884 -0.011938917265590737 0.002357880263817481 0.016283327929191918 0.0039942330012923107 0.0013351199607248643 0.0047362175723285327 -0.0039129930246747562 leaf_weight=202.1131314188242 35.773194968700409 138.36874759197235 156.73922814428806 14.946645110845564 66.795938670635223 37.118956372141838 14.342045009136198 23.691057041287422 106.93025144934654 12.095780849456785 19.130354091525078 147.41230826079845 81.419500797986984 15.977212101221083 14.28674530982971 170.058558344841 24.64657911658287 90.035696223378181 28.417133390903473 14.314982607960699 34.847504869103432 170.85218985378742 15.707142278552054 446.50590918958187 70.653840690851212 39.264433026313782 174.37545828521252 117.03218927979469 50.41897489130497 33.755501598119736 leaf_count=1099 144 601 836 61 339 175 68 95 448 50 77 613 331 69 58 709 110 446 116 58 144 775 73 2012 295 158 710 472 214 151 internal_value=-0.000433327 -0.00725426 0.0213263 -0.0132113 -0.00953632 -0.0220513 0.0159433 0.000756395 -0.00752113 -0.00918225 0.00361137 -0.00158717 0.00705408 0.0212972 0.0102026 0.0126755 -0.0202698 -0.0136593 0.0039155 0.0166809 0.0198681 0.0184153 -0.00981647 -0.0103714 -0.00226724 0.00873341 0.00181018 -0.00417297 -0.00758751 -0.0123738 internal_weight=2568.03 1955.15 612.877 1121.31 792.038 329.268 456.137 833.845 666.84 559.909 528.025 210.368 317.657 236.019 220.118 184.345 125.198 127.155 236.238 33.4453 221.677 205.7 547.814 532.867 86.361 62.9555 202.793 305.82 188.788 58.4021 internal_count=11507 8704 2803 5259 3539 1720 1967 3445 2939 2491 2158 866 1292 1056 911 767 600 621 961 135 988 919 2441 2380 368 253 826 1287 815 261 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=7 0 2 14 15 11 0 9 8 2 6 19 26 1 19 23 22 7 12 15 20 24 8 15 23 24 22 22 24 14 split_gain=410.854 88.6753 68.5015 28.9185 20.6563 17.8853 17.8062 16.9796 11.3345 10.9408 13.1 10.4037 9.23568 9.21016 9.11118 9.04575 8.59045 9.75885 8.44299 8.67233 8.30574 8.02112 9.51198 7.85744 7.4729 7.32012 7.35757 9.80442 7.15824 6.79593 threshold=40.541666030883796 84.500000000000014 96066.679687500015 1.4161750078201296 0.14119601994752887 -18.749999999999996 60.500000000000007 19.379807472229007 0.83575356006622326 8150.1801757812509 4.6006889343261728 12797.967285156252 2.6484693288803105 48.500000000000007 45069.941406250007 17.909000396728519 3126.0700683593755 1.5227272510528567 1.6297879815101626 1.6282894611358645 2355.3808593750005 0.52650064229965221 13.54342031478882 1.5058139562606814 26.77783298492432 0.22227095812559131 4772.7177734375009 1768.9718017578127 49.800859451293952 1.9296330809593203 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 -1 5 -4 13 14 12 10 25 -12 -6 18 15 29 17 -7 19 -2 -11 22 23 -20 -16 26 27 -9 -18 -5 right_child=1 -3 4 7 8 16 -8 9 -10 20 11 -13 -14 -15 24 -17 28 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.013546114489257677 -0.00023192160059617244 0.035889535374391039 0.016413269155458994 0.0071151562042336526 0.02789249840485131 -0.013045647638766398 0.01852422992952385 -0.0028678716967140182 -0.012671684369282343 0.011231566146337909 0.022899865699244931 -0.0095408520225954592 -0.0047149711592076003 0.033113178528746977 0.0011702368123727555 -0.035210635038801494 -0.015698988511616899 -0.031405030681660409 0.018202100259379905 0.012223395185708908 0.0011709398610939726 -0.0050779351483467286 0.040399509409975096 -0.00064282985429094314 -0.015322809752248895 -0.016996670939536315 -0.014061652447885396 0.025794904164269543 -0.040765174147278413 -0.010769502673711583 leaf_weight=212.21227532625198 156.57758538424969 184.7868966460228 10.902593612670897 21.639715924859047 10.977815866470335 32.930058524012566 244.07515574991703 48.790154665708542 306.40818971395493 146.89269298315048 26.56417179107666 13.377636998891829 27.157193630933762 12.817568942904471 169.05559425055981 12.341721862554548 139.03028364479542 124.84484447538853 74.010879620909691 74.13175231218338 148.5302581936121 18.465578064322472 12.990966469049452 27.242638558149338 28.96009549498558 47.672836765646935 33.021316289901733 13.772431060671805 11.069909378886221 164.34326800704002 leaf_count=944 631 999 44 97 49 173 1066 206 1412 598 108 55 132 54 714 59 695 700 301 304 609 76 54 113 131 200 137 57 58 718 internal_value=-8.90485e-05 0.0176477 -0.00824667 -0.0036111 -0.0158443 -0.0213481 0.0122136 -0.00120147 -0.0107521 0.00260155 -0.00315831 0.0120346 0.00467165 0.00811978 -0.00579401 -0.010339 -0.0226853 -0.0275731 0.00723828 0.00377023 0.00617337 0.0132673 0.0162325 0.0131318 -0.0012419 -0.00739427 -0.00260504 0.00344191 -0.0175476 -0.00868857 internal_weight=2555.59 805.099 1750.5 1087.17 663.321 318.778 620.312 874.962 344.543 478.621 183.199 39.9418 38.135 376.237 396.34 198.325 307.875 157.775 363.419 230.709 295.423 132.71 114.244 101.254 198.016 143.257 95.5839 62.5626 150.1 185.983 internal_count=11494 3598 7896 4633 3263 1670 2599 3689 1593 1970 763 163 181 1533 1719 874 1626 873 1479 935 1207 544 468 414 845 600 400 263 753 815 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=0 5 0 20 14 13 9 24 8 13 11 24 23 17 15 18 26 10 15 15 10 12 24 9 27 15 26 18 6 27 split_gain=389.078 90.2888 57.9996 32.4831 15.8419 15.3448 13.5344 12.3302 11.3041 11.2103 10.0494 10.0418 9.74299 9.22503 9.15318 9.22142 9.13156 8.14687 8.40112 8.08632 8.02345 7.60884 7.54469 7.21082 6.13669 6.07598 5.72943 5.69701 10.2276 9.7797 threshold=52.500000000000007 21.166666984558109 88.500000000000014 688.42553710937511 2.2314318418502812 0.11805555596947671 28.675437927246097 7.4315552711486825 1.4182198643684389 0.095454547554254546 3.1666666269302373 0.1254205405712128 3.4656666517257695 15066.079589843752 0.1702898591756821 10379.867187500002 0.032670872285962112 0.73119062185287487 -0.14434523880481717 0.45584416389465338 15.894683361053469 53.871601104736335 0.062719244509935393 50.56439399719239 72.674236297607436 0.62678572535514843 15.865932941436769 11053.933593750002 2.4130063056945805 6.6926875114440927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 16 24 12 10 19 -9 20 -2 25 23 -13 -16 -3 -18 -19 -7 27 -4 -15 -8 -1 -6 -14 28 29 -5 right_child=2 4 21 7 6 8 13 9 -10 -11 -12 14 26 22 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028213493378202125 0.010508760144026926 0.014440509984139861 0.038206560529377959 -0.0022724417080634521 -0.015277108409504999 -0.014105117956021278 0.0011397061270887899 -0.025965087087748643 -0.021645772789537273 -0.0080441642968122097 0.00013374666132260848 0.030113942375599462 0.013654660483026685 0.025068956124022448 0.018843631163855734 -0.00092467981472254765 -0.021138756142414738 -0.022285051241197354 -0.0026570665640490644 0.0067438685906835256 0.013248490505089125 0.010891109386786706 0.0093350085639952157 0.024552754278266881 -0.013754932669765674 -0.002208044195131517 -0.0095627180664946462 0.0031324697032601607 -0.030268550681680956 -0.012121482377763374 leaf_weight=157.49066020548344 209.1782298386097 19.918496713042259 146.94491001963615 122.03512333333492 44.10142457485199 33.965685993432999 161.85792283713818 67.393496140837669 61.440403044223785 58.846261188387871 129.00383716821671 55.960183352231979 44.549203708767891 35.351038619875908 165.68347674608231 24.359860241413116 30.69760961830616 21.816686272621155 195.43748262524605 33.018177643418312 13.9797375947237 9.7893425673246366 122.39641250669956 12.773171335458754 31.744966566562653 116.83393785357475 12.18167471885681 29.065027937293053 22.559066742658615 353.78117308020592 leaf_count=884 868 80 818 525 189 171 658 349 308 263 537 260 183 143 745 106 136 93 820 154 58 49 499 52 168 481 50 131 104 1612 internal_value=-8.66934e-05 -0.00668881 0.0207607 -0.0122447 0.000880553 -0.0203562 0.00379418 -0.00901037 -0.0123524 -0.0176113 -0.00739083 0.015341 -0.002021 0.00760239 0.0194499 0.0163097 -0.00510229 -0.00667221 -0.00462811 -0.00382808 -0.00918371 0.0365005 0.012861 0.00285222 -0.025788 -0.00578938 0.00866925 -0.00977827 -0.0105312 -0.00959545 internal_weight=2544.15 1932.24 611.916 1114.32 817.915 317.66 550.045 796.664 128.424 126.24 670.424 455.182 217.666 332.379 246.004 190.043 267.87 247.952 217.254 66.9839 541.42 156.734 157.747 174.631 189.236 160.935 56.7309 527.44 498.375 475.816 internal_count=11494 8648 2846 5264 3384 1685 2255 3579 633 612 2967 1979 903 1352 1111 851 1129 1049 913 325 2430 867 642 710 1052 670 233 2372 2241 2137 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=7 23 2 14 15 11 28 14 21 5 26 5 18 25 21 11 12 22 7 25 12 2 2 5 23 24 25 20 7 20 split_gain=368.887 85.0282 62.1311 26.5019 19.4174 16.9367 16.7747 18.0882 15.7966 12.5857 10.8396 10.8841 9.58151 10.7736 8.76055 8.57694 18.4441 8.36782 9.47487 8.2421 8.13288 8.10577 10.6352 10.3257 7.22913 6.98267 6.80011 8.20553 8.67377 7.16637 threshold=40.541666030883796 5.1291666030883798 96066.679687500015 1.4161750078201296 0.14119601994752887 -18.749999999999996 6.0207359790802011 8.4870662689209002 47401.380859375007 52.166666030883796 0.86348682641983043 6.8333332538604745 5349.6394042968759 1.4393749833106997 40024.816406250007 -0.83333334326744068 6.3965308666229257 3126.0700683593755 1.5227272510528567 18.183458328247074 6.3965308666229257 3245.5959472656255 15595.564941406252 27.166666984558109 25.076250076293949 49.800859451293952 1.041541635990143 162.05911254882815 47.041666030883796 298.58317565917974 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 -1 5 -4 15 14 9 12 -6 19 13 26 -8 16 -5 18 -7 -12 -11 -17 -23 -24 -21 -19 -2 28 -28 -29 right_child=1 -3 4 6 10 17 7 -9 -10 20 11 -13 -14 -15 -16 21 -18 25 -20 24 -22 22 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.012972710435536017 0.018748496535998901 0.034569051822915441 0.016186513214884891 -0.020150274275204386 0.010479672251548972 -0.012393630752016939 -0.023201178180976376 0.00089618910759223474 0.02394237211759017 0.011424490151150679 0.0091761303930583335 -0.022765592383985858 -0.020985485468602454 0.021696023038955726 -0.0082249530738804453 0.020301091399050987 0.019845918801500755 -0.014951027086101869 -0.030640458596138332 -0.02154568363742922 0.025420320388548828 -0.0033689987770313453 0.0014232796637566173 0.012623420444052737 -0.007963144437741012 -0.040095584527677856 3.7492270059115444e-05 0.019754470805555591 -0.030212738910801919 0.0005482122057924346 leaf_weight=210.69667248427868 20.431408375501633 186.3930579572916 10.904204890131949 39.86878427863121 21.398952424526215 32.488822594285011 61.261678814888 128.07008858025074 78.820485442876816 274.00788030028343 20.98768413066864 62.857636243104935 13.067778319120405 31.288082420825958 82.486470207571983 22.831567019224167 14.027877688407896 136.98961766064167 120.9978265017271 43.133445620536804 43.267626017332077 201.425352409482 207.87208198010921 115.10372564196587 193.37174154818058 10.717405840754507 20.851833358407021 21.645665392279625 14.437521398067473 90.954345867037773 leaf_count=944 83 1032 44 172 95 173 278 534 351 1160 96 296 53 128 371 93 59 695 700 208 195 849 865 468 898 58 84 87 58 367 internal_value=-8.43968e-05 0.01684 -0.00782985 -0.0034232 -0.0151332 -0.020543 -0.0011183 -0.00730273 0.0114117 0.00954798 -0.0101927 -0.0115735 0.00390121 0.00553047 -0.0146074 0.00167817 -0.00974032 -0.0218728 -0.0267781 -0.00884141 0.0133331 0.00280277 0.00204092 0.00541484 -0.0104403 -0.0167755 0.00252556 0.000284305 -0.0123384 0.00424033 internal_weight=2532.66 795.166 1737.49 1083.64 653.847 312.098 872.948 271.818 608.773 529.952 341.749 320.351 212.677 199.609 143.748 601.129 53.8967 301.194 153.487 257.493 317.276 547.233 524.401 322.976 236.505 147.707 168.321 147.889 35.2894 112.6 internal_count=11494 3598 7896 4633 3263 1670 3689 1183 2566 2215 1593 1498 860 807 649 2506 231 1626 873 1202 1355 2275 2182 1333 1106 753 679 596 142 454 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=0 5 0 20 13 14 9 24 13 12 27 24 12 9 23 15 15 18 26 17 26 10 15 12 13 24 7 28 21 17 split_gain=350.016 81.7843 56.5652 30.1729 14.7017 14.1503 12.1047 11.56 10.6192 9.52868 10.8057 9.477 9.47636 10.097 9.17511 8.81108 8.80017 8.70724 8.66895 8.46924 8.4139 7.6052 7.89561 7.60431 7.10723 6.89444 6.799 6.04174 11.4143 8.14102 threshold=52.500000000000007 21.166666984558109 88.500000000000014 688.42553710937511 -1.0000000180025095e-35 2.2314318418502812 28.675437927246097 7.4315552711486825 0.095454547554254546 5.6123092174530038 7.1430416107177743 0.1254205405712128 3.0275251865386967 12.979166507720949 3.4656666517257695 0.1702898591756821 1.4868686795234682 10379.867187500002 1.3788040876388552 15066.079589843752 0.032670872285962112 0.73119062185287487 -0.14434523880481717 53.871601104736335 -0.95833334326744068 0.062719244509935393 49.522727966308601 1.9459885954856875 4254.7170410156259 7621.2324218750009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 -1 20 14 9 -9 12 -11 -2 13 18 -7 -13 -6 -17 -5 26 -3 -22 -23 -4 -21 -26 27 28 -8 -30 right_child=2 5 23 7 16 6 19 8 -10 10 -12 15 -14 -15 -16 17 -18 -19 -20 24 21 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.029156658117526775 0.009861170652817745 0.013944171511035001 0.037528927277665824 -0.026818808692004908 -0.017078698303315102 -0.0055608318423861838 -0.0067807831661012537 -0.025199321698253247 -0.0076497072323266036 -0.0080937168311448898 0.016999942576393909 0.029154730951072683 -0.025045074395783348 -0.0017415107023740412 0.0084730936658226497 0.017979806081119116 0.0041064072438780717 -0.00127984315150084 -0.0089133822365349193 -0.0051630180123541343 -0.020377421569370027 -0.021537757222115504 -0.0024439058947346576 0.0099649101566074479 0.026313665081985758 0.010776907770984777 0.019194390667518307 -0.005409138583372418 0.026815443805416408 0.00043382900197610471 leaf_weight=98.644061326980591 208.3246978521347 19.922569125890732 141.31152141094208 26.120854049921036 193.20842105150223 160.57700543105602 33.408762261271477 66.004447743296623 58.565319404006004 31.451570957899094 30.345391184091568 54.908057004213333 28.436381965875626 194.55116522312164 56.742951959371567 163.67962688207626 19.420912355184555 24.257373079657555 356.03828655183315 18.600760757923126 30.388740032911301 21.655144259333611 195.06501935422421 9.6210547387599927 34.045850843191147 104.92640380561352 19.833367094397545 77.111350372433662 26.821413442492485 17.32889811694622 leaf_count=593 868 80 818 125 1004 670 135 349 263 132 132 260 131 826 233 745 88 106 1621 77 136 93 820 49 138 427 81 314 110 70 internal_value=-8.22041e-05 -0.00634293 0.019874 -0.0116715 -0.0195845 0.000854565 0.00360806 -0.00855956 -0.0169485 -0.00699269 0.00422852 0.0145556 -0.00813859 -0.00730496 -0.00189653 0.0185827 -0.0151437 0.0154939 -0.0101372 0.00721041 -0.00481053 -0.00632259 -0.0043518 0.0357719 0.0122522 0.0145832 0.00265777 0.000537286 0.00644938 0.0164607 internal_weight=2521.32 1919.22 602.102 1102.79 311.273 816.428 549.397 791.513 124.57 666.944 61.797 451.17 605.147 576.71 217.32 242.845 212.629 187.937 382.159 332.077 267.031 247.109 216.72 150.933 157.573 138.972 174.504 154.67 77.5591 44.1503 internal_count=11494 8648 2846 5264 1685 3384 2255 3579 612 2967 264 1979 2703 2572 903 1111 1092 851 1746 1352 1129 1049 913 867 642 565 710 629 315 180 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=0 5 0 20 13 14 26 18 24 8 13 24 11 22 19 15 18 26 10 15 6 10 11 26 7 7 17 28 11 7 split_gain=331.765 77.5194 55.7378 29.0697 14.4657 13.3271 11.417 11.0651 11.0528 10.6246 10.2609 9.09818 8.88698 8.56224 9.03269 8.51138 8.28105 7.92241 7.40668 7.40108 7.28013 7.22963 7.66415 7.18301 6.63913 6.54936 6.46417 10.9131 7.06908 6.50184 threshold=52.500000000000007 21.166666984558109 88.500000000000014 688.42553710937511 0.11805555596947671 2.2314318418502812 0.28653170168399816 371.46331787109381 7.4315552711486825 1.4182198643684389 0.095454547554254546 0.1254205405712128 3.1666666269302373 2257.537231445313 7890.0095214843759 0.1702898591756821 10379.867187500002 0.032670872285962112 15.894683361053469 0.45584416389465338 13.297856330871584 0.73119062185287487 -0.83333334326744068 8.8070578575134295 50.041666030883796 1.5227272510528567 8209.5034179687518 1.8997291326522829 30.583333015441898 34.535715103149421 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 25 17 7 -7 12 19 -10 -2 18 14 -8 -13 -17 -3 -5 -6 26 -19 -23 -22 -4 -1 27 -15 -28 -29 right_child=2 5 24 8 9 6 13 -9 10 -11 -12 15 -14 20 -16 16 -18 21 -20 -21 23 22 -24 -25 -26 -27 28 29 -30 -31 leaf_value=-0.012525782341434278 0.0095821533344159406 0.013520503196958524 0.012910428173137175 -0.0090748161225307298 -0.013074772311817655 -0.0015362380805547325 -0.0014662423908373971 0.01591081419530177 -0.024748971524664837 -0.020539414987291171 -0.0074376352439502113 0.028599708772761454 0.00027543957698993146 0.019519273179735678 -0.031281294595002541 0.017545905516291448 -0.0012410351479482415 -0.019895021753464248 0.01306328308667898 0.0069892431627038834 0.021961900496580027 -0.025381185013497648 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0.0104761 -0.0083301 -0.0113871 -0.0165674 0.0141807 -0.00679953 0.000818678 -0.0124802 0.0181443 0.0151078 -0.00467331 -0.00849859 -0.00310201 0.00227959 -0.00614305 -0.00422528 0.0124041 0.0354114 -0.0246074 0.000468738 -0.00485245 0.00407523 -0.0081432 internal_weight=2510.11 1912.92 597.186 1097.1 308.098 815.824 549.177 152.544 789.002 126.103 123.632 449.244 665.37 396.633 39.2584 241.279 186.976 266.647 536.523 66.1876 357.375 246.717 216.522 54.2215 147.942 181.994 303.153 122.464 180.689 107.896 internal_count=11494 8648 2846 5264 1685 3384 2255 620 3579 633 612 1979 2967 1635 164 1111 851 1129 2430 325 1471 1049 913 220 867 1052 1251 510 741 450 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=0 23 0 18 15 16 8 24 17 24 12 9 14 28 0 24 18 18 28 20 18 19 7 24 12 16 6 15 8 28 split_gain=320.17 83.4772 52.5949 22.7722 14.1445 14.0026 13.8436 13.7695 10.1804 15.6777 10.8761 10.6485 9.80458 8.74655 7.92571 8.80027 7.82072 11.0491 10.3145 9.23483 7.73548 8.49341 7.54787 9.8043 7.46777 7.41253 7.14119 7.01956 6.78701 15.1376 threshold=51.500000000000007 6.7014999389648446 88.500000000000014 1.0000000180025095e-35 0.31339286267757421 3.8261053562164311 0.56253641843795787 0.097155153751373305 16247.469726562502 0.062719244509935393 16.512618064880375 49.010416030883796 17.199156761169437 4.7978205680847177 25.500000000000004 0.22227095812559131 1271.779235839844 293.59826660156256 0.11198899522423746 298.58317565917974 27322.314453125004 10445.003906250002 17.690475463867191 49.800859451293952 53.871601104736335 15.551213741302492 13.297856330871584 -9.7499999999999982 4.2462089061737069 1.6507847309112551 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 6 14 -3 12 11 -10 -11 26 28 -6 15 -1 17 19 -19 -16 21 25 23 27 -4 -9 -7 -5 -2 -30 right_child=2 3 24 22 13 8 -8 20 9 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.019220382315193445 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69.252880558371544 19.2499980032444 34.967159017920494 28.73996365070343 13.600106313824652 144.5862074047327 34.70998977124691 11.910104990005491 9.5625171363353711 20.237832516431808 20.312314480543137 480.15077145397663 26.568275794386864 15.871935561299322 leaf_count=279 509 131 804 49 64 1260 1055 411 114 1180 94 70 109 358 337 445 288 80 146 123 59 687 148 61 50 90 82 2231 113 66 internal_value=-0.000112828 -0.00619075 0.0188663 -0.0133666 -0.0202256 -0.000657242 -0.0245689 0.0139599 0.00195326 0.00564162 0.00369892 -0.00171537 0.00780908 -0.00993979 -0.00517623 -0.0103285 -0.00163687 0.00195856 0.0130159 -0.00357168 0.0183097 0.0194734 -0.00973937 -0.010671 0.0347885 0.0133164 -0.00294147 -0.0100202 0.00517352 0.0155313 internal_weight=2497.99 1892.07 605.921 823.788 284.951 1068.29 200.35 463.189 677.127 337.655 309.686 339.472 191.873 84.6011 391.158 159.285 231.874 162.621 54.2172 108.404 271.316 257.716 538.837 504.127 142.732 113.13 322.309 492.217 166.696 42.4402 internal_count=11493 8595 2898 4097 1608 4498 1186 2044 2800 1388 1274 1412 797 422 1698 724 974 686 226 460 1247 1188 2489 2341 854 501 1342 2280 688 179 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=5 5 25 26 15 8 5 7 14 18 27 15 10 27 9 2 14 26 6 12 28 11 14 12 18 15 14 17 19 8 split_gain=305.596 80.9239 49.2767 20.167 16.7624 16.1266 13.5583 12.391 10.7032 10.6774 10.4942 11.2961 10.2549 15.0276 11.6448 9.87177 11.9769 9.78505 9.51061 10.3748 8.96105 8.80147 9.50697 8.4851 8.47184 7.84171 15.2791 7.68111 10.2829 8.73069 threshold=49.166666030883796 12.833333492279055 3.8740416765213017 4.5366950035095224 6.7596154212951669 4.2462089061737069 25.833333015441898 50.522727966308601 2.2573111057281499 9538.7875976562518 4.1362671852111825 7.6904761791229257 3.9000705480575566 1.7053124904632571 53.906158447265632 7387.4182128906259 23.281430244445804 0.11597536504268648 2.0408329963684086 2.0408329963684086 1.5921710133552553 -0.41666667163372034 12.730377197265627 21.583169937133793 308.45268249511724 -0.10990338027477263 5.0822775363922128 14619.181152343752 55695.531250000007 1.9756361842155459 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 9 6 12 23 24 -8 18 11 -7 -2 14 -14 -6 -17 -10 19 -1 -9 -5 -23 27 -4 26 -19 -3 -29 -30 right_child=2 4 7 21 15 10 8 20 17 -11 -12 -13 13 -15 -16 16 -18 25 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.010173244893552901 0.011715297011590959 -0.011089796501773143 -0.0083789610916489253 -0.027572140588197406 -0.0039313359468381472 0.028250376421192155 -0.0048181316174262419 0.017631470737363764 0.019228501234607061 0.020041521320309126 -0.0052968721785202491 0.0012719540815347699 -0.0015368082368172028 0.010670266834905708 -0.038302589036544245 0.0076118349597153554 0.033622571421160943 -0.0064223235478707789 -0.035334545684792919 0.010915595770976118 0.035872772588272067 -0.017672992561352421 0.0052194909445293647 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9.25823 7.14882 6.95328 7.42295 6.91294 6.4607 threshold=49.166666030883796 12.833333492279055 5.2581665515899667 9.618260860443117 33.500000000000007 4.2462089061737069 3.9000705480575566 28872.076171875004 1.7053124904632571 53.906158447265632 11767.439453125002 4.7978205680847177 1.1165229678153994 0.75945240259170543 0.83333334326744091 28.897273063659672 5013.2687988281259 73.041667938232436 25.833333015441898 5.2141270637512216 6697.4565429687509 6488.6340332031259 4.9910466670989999 1.1281250119209292 1.2061249613761904 28.414285659790043 7.8851306438446054 0.097155153751373305 53.871601104736335 1.031576991081238 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 12 6 -2 10 9 -8 11 -1 -3 -5 -15 18 -6 -10 -14 20 21 23 -21 -20 -25 -7 -24 -28 -4 -29 right_child=2 4 28 13 16 25 8 -9 17 -11 -12 -13 15 14 -16 -17 -18 -19 19 22 -22 -23 26 24 -26 -27 27 29 -30 -31 leaf_value=-0.0090908915715130056 0.012610376704812803 -0.012752904103822918 0.034430883577664141 -0.011007661470858909 -0.00087646137629237653 -0.0032540858733649141 -0.0014904690245524767 0.016873677820719836 0.017242540095850911 -0.036935918707588597 0.0070836627995937073 -0.020375928118794941 -0.0037015562618418893 -0.029508437593806728 -0.011855834177824364 -0.027697182952712278 0.022129558847671617 -0.01136178699765473 -0.021284119898658364 0.01015598423854183 -0.01941949527748071 0.015733507755333054 -0.015700096785219095 0.023015242151315982 -0.0016843085267887385 0.022336037046349337 0.017889358922371923 -0.021376946082741249 0.0076350130413119482 0.009151363005284411 leaf_weight=352.57399821281433 214.94632917642593 69.116418927907944 147.3711983114481 67.911778718233109 23.882807016372681 10.566158831119536 18.611281678080562 15.611111387610434 30.687412202358246 13.368163436651228 25.811499416828156 117.17618986964226 447.83481639623642 118.89023967087269 48.866608247160912 11.970646634697912 40.955929547548294 13.055907249450682 15.902667343616484 144.63852412998676 21.537706479430199 25.432800516486168 22.308889999985695 14.456116050481794 247.44076630473137 140.06532108783722 20.938370391726494 12.660362333059313 9.2063287049531919 12.300898045301436 leaf_count=1667 928 307 914 364 97 45 76 75 130 55 121 627 1938 710 242 55 180 61 64 592 90 105 91 58 1030 633 86 53 49 50 internal_value=-0.000106632 -0.00589516 0.0180779 -0.0133652 -0.00096405 0.0128347 0.00884112 -0.0100681 -0.00185828 -0.0163075 -0.0109168 -0.0119059 -0.00185282 -0.0205168 -0.0243663 -0.0010975 0.0136555 0.00870511 -0.000774387 0.00166394 -0.00135676 -7.38137e-05 0.00627304 -0.00152099 -0.000320949 0.020541 -0.00196086 0.0047169 0.0328554 -0.00633261 internal_weight=2476.1 1878.22 597.878 746.841 1131.38 441.301 290.669 511.173 75.7228 31.9794 495.562 469.75 1066.54 235.669 167.757 997.423 64.8387 43.7433 985.452 537.617 324.77 303.232 212.847 277.8 261.897 150.631 68.2085 45.8996 156.578 24.9613 internal_count=11493 8602 2891 3806 4796 1928 1250 2490 322 131 2415 2294 4519 1316 952 4212 277 191 4157 2219 1347 1257 872 1152 1088 678 280 189 963 103 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=5 5 23 24 1 24 22 13 27 14 27 18 28 16 24 2 16 11 25 20 27 28 12 5 12 20 10 12 6 10 split_gain=274.387 73.0325 50.656 18.9225 15.4135 14.6855 12.2719 11.1447 11.3379 10.0551 9.76605 9.25719 11.2523 9.22203 9.03207 8.42418 7.35892 9.19544 8.23158 10.0352 8.28635 7.64921 9.21513 7.2361 7.19676 7.15467 7.04588 6.81532 6.80873 6.60486 threshold=49.166666030883796 12.833333492279055 5.2581665515899667 8.3342347145080584 33.500000000000007 0.10312687978148462 28872.076171875004 0.11805555596947671 50.660612106323249 17.199156761169437 72.674236297607436 11767.439453125002 4.7978205680847177 1.1165229678153994 28.897273063659672 5420.3217773437509 11.82525157928467 -2.1666666269302364 2.477374911308289 452.06199645996099 10.644418716430666 10.545944213867189 2.2153606414794926 38.833333969116218 7.8737518787384042 3364.555297851563 8.8127264976501483 53.871601104736335 1.4708693623542788 0.75945240259170543 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 6 13 9 11 10 -9 29 -5 12 -1 -3 16 -6 17 24 19 -18 23 26 -23 -20 -15 -7 -19 -4 -24 -2 right_child=2 4 27 7 15 25 -8 8 -10 -11 -12 -13 -14 14 -16 -17 18 21 20 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0088480617525886571 -0.011212770036820349 -0.012416772864670612 0.034104038277686405 -0.02914807275036287 -0.00052232877774687533 0.01448004975876669 0.017006102394304036 -0.018364121548218679 0.0051817045937624338 0.023103563764493063 -0.010514283274762667 0.0077883879797790304 -0.019727540726809614 -0.027515013376836182 -0.027060442363388504 0.021782643246193403 -0.0060519891561305363 -0.0011833203422935588 -0.0011513979422587014 0.022373644340371014 0.012259672453217536 -0.018141570859319441 0.020286545419154808 -0.025999937126415188 0.00037820155489341393 0.026349469718525184 0.0090468108446311486 0.007434433825405708 -0.0080620369150738707 0.0064475431484861444 leaf_weight=351.40076388418674 21.500883936882019 68.861742004752159 144.36559747159481 115.73728859424591 24.610719904303551 155.52530963718891 14.973031565546988 65.343193545937538 25.622734144330025 30.119859829545021 32.400480702519417 23.535921186208725 113.09561133384705 21.820849508047104 11.886041358113287 40.021099880337715 15.488088414072989 642.29007998108864 56.0554009526968 40.161998957395554 34.035526379942894 49.009214341640472 12.096785992383955 12.991972014307974 13.460232123732565 64.728499412536621 66.903536185622215 9.1716077923774701 20.627417176961899 167.84601129591465 leaf_count=1667 88 307 914 714 100 706 71 325 129 131 181 109 610 95 55 177 63 2716 230 166 140 216 52 53 59 308 278 49 89 695 internal_value=-0.000103683 -0.00573685 0.0176756 -0.013049 -0.000936094 0.0124956 -0.00974617 -0.0199971 -0.0117319 0.00700327 -0.0250725 -0.0105669 -0.011497 -0.00179883 -0.00106534 0.0132893 -0.000751633 -0.00188824 0.00516445 0.0144624 0.000144853 -0.0012198 -0.00991028 -0.00582691 -0.0168734 0.0179683 -0.000218236 0.0325109 0.00241726 0.00444216 internal_weight=2465.69 1872.43 593.258 742.109 1130.32 439.721 503.005 239.104 90.9659 219.467 148.138 488.032 464.496 1065.69 996.827 64.6318 984.941 826.208 158.733 55.6501 103.083 790.927 81.7334 69.0474 35.2811 220.254 709.194 153.537 32.7242 189.347 internal_count=11493 8602 2891 3806 4796 1928 2457 1349 454 914 895 2386 2277 4519 4212 277 4157 3505 652 229 423 3351 357 283 154 1014 2994 963 141 783 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=5 5 5 26 8 15 10 5 27 9 7 18 14 24 26 2 14 11 14 25 18 1 17 2 1 28 15 14 7 26 split_gain=260.023 69.3798 46.865 18.3335 16.9983 14.6878 12.442 12.137 11.83 11.0315 10.3746 9.65253 9.44387 9.42444 9.05016 8.9796 10.9345 8.46618 9.04645 8.30363 7.62912 10.101 7.56027 8.36464 10.5175 8.28266 7.49731 13.8978 7.15718 6.61794 threshold=49.166666030883796 12.833333492279055 83.166667938232436 4.5366950035095224 4.2462089061737069 6.7596154212951669 3.9000705480575566 25.833333015441898 1.7053124904632571 26.724746704101566 55.041666030883796 9538.7875976562518 2.2573111057281499 26.062649726867679 0.11597536504268648 7387.4182128906259 23.281430244445804 -0.41666667163372034 12.730377197265627 2.7869583368301396 1588.7607421875002 1.5000000000000002 14619.181152343752 16438.589843750004 1.5000000000000002 21.336728096008304 -0.10990338027477263 5.0822775363922128 6.5227272510528573 1.2315025925636294 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 11 6 7 -2 13 10 -6 -8 28 20 22 -14 -7 -17 -5 -19 -10 21 -9 -3 -24 25 -25 27 -16 -1 -26 right_child=2 5 -4 17 9 15 8 12 19 -11 -12 -13 14 -15 26 16 -18 18 -20 -21 -22 -23 23 24 29 -27 -28 -29 -30 -31 leaf_value=-0.0060931474800233918 0.011965840380084804 -0.01087636347560411 0.03275432658942759 -0.026509782723366602 -0.010329256622312533 -0.0038357668190562174 0.0046065330204218885 -0.0040199099789415263 0.016197139056550694 0.022284689021699614 -0.030173058060587218 0.019241236263907127 0.018458056446898876 -0.033874756582967486 -0.0059008542060785228 0.0072017799802270698 0.03228157718867896 -0.016606963913039556 0.0058335723880552342 -0.013016990216279115 -0.01638961137647833 0.02172506780263243 0.0095601210207203365 -0.0038038070211225145 -0.0027438095979865859 0.020038085641968854 -0.00014369826989977125 0.027700299105727997 -0.01497991052041728 -0.029422306102749332 leaf_weight=249.12090365588665 212.34389397501945 152.17370048165321 135.65548014640808 76.110318094491959 9.9311917871236783 56.787779778242111 12.99327379465103 147.22906787693501 31.172550573945045 155.24455051124096 19.016526371240616 11.220003023743628 34.034766137599945 10.90177211165428 19.461228102445602 132.01601700484753 17.749096259474754 262.4805770367384 17.229185745120049 12.176860794425009 39.055800840258598 15.124844118952749 43.507728412747383 155.80948933959007 13.214305803179739 14.319052666425703 229.30981802940369 25.719479620456696 121.26750425994396 22.819872096180916 leaf_count=1165 921 682 877 467 43 234 53 623 133 729 78 51 138 52 81 539 83 1434 80 57 166 63 187 682 60 60 943 105 609 98 internal_value=-0.000100857 -0.00558283 0.0172864 -0.0127399 0.0126531 -0.000909003 0.00824927 -0.00252782 -0.00222312 0.0203238 -0.0160555 -0.0081723 0.000567709 -0.00635225 0.00386634 0.00632232 0.0101741 -0.0176386 -0.0152247 0.00799088 -0.00448523 -0.00162152 -0.00560558 -0.00239305 -0.0049156 -0.00179713 0.00205708 0.0132269 -0.00900273 -0.0196389 internal_weight=2455.2 1866.66 588.534 737.428 452.879 1129.23 287.703 922.681 75.3592 165.176 32.0098 381.608 509.935 412.746 308.525 206.553 149.765 355.82 279.71 43.3494 201.41 162.354 401.844 249.67 206.163 170.129 274.491 45.1807 370.388 36.0342 internal_count=11493 8602 2891 3806 2014 4796 1242 3940 321 772 131 1825 2119 1821 1267 856 622 1981 1514 190 852 686 1769 1087 900 742 1129 186 1774 158 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=0 5 20 5 15 14 26 11 24 10 14 9 17 21 15 15 15 8 10 7 2 26 22 8 26 26 11 28 17 12 split_gain=223.25 77.7971 32.1071 26.1883 14.0232 12.3861 12.4109 11.9851 10.6529 13.7511 9.42716 9.14276 8.60044 7.84529 7.67559 7.5642 7.35616 9.15507 7.54255 7.26464 7.78326 7.74083 7.1159 6.54364 7.78203 6.93323 6.65787 6.20696 8.32776 6.71582 threshold=63.500000000000007 21.166666984558109 688.42553710937511 84.166667938232436 1.4868686795234682 2.2573111057281499 0.10803091898560525 13.833333492279055 7.4315552711486825 7.9089009761810312 3.53981626033783 40.422618865966804 69692.847656250015 80301.738281250015 4.8875000476837167 0.091966174542903914 -0.14434523880481717 1.5701452493667605 0.70824542641639721 47.041666030883796 3807.2519531250005 0.16815176606178286 27947.128906250004 3.1974170207977299 19.714786529541019 1.7632328271865847 -0.83333334326744068 0.29096725583076483 31981.869140625004 16.81759071350098 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 15 16 -7 8 9 23 -2 -12 14 -10 -13 -1 17 -3 -18 21 -21 -8 -11 26 25 -25 -4 28 -23 -29 right_child=3 5 7 -5 -6 6 19 -9 13 22 11 12 -14 -15 -16 -17 18 -19 -20 20 -22 27 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.02365589577641183 0.0090967558704617996 -0.0039096221455419593 -0.014731225747221804 0.033056577963685593 0.0069753743611335878 0.015569678994487243 -0.012136736887861559 0.011305880481710613 -0.02075051436891159 0.00019618245427596007 0.0031254275392012584 0.027764930001872738 0.037221617571264944 -0.0037461272642244844 0.0070855144786222471 -0.013575479342090687 -0.013509349463120272 -0.036412030786769412 0.00071573582342333928 -0.00028618647203548808 0.016071065764415988 0.002477299055306705 0.022058628383170194 0.00059934956938998102 0.0019437041859372006 -0.025792395970165572 -0.0042943712623132761 -0.00035068605176334698 0.031187385557278537 0.009648226512741491 leaf_weight=164.28600165247917 99.411978378891945 21.169409349560738 63.063360899686813 126.71952557563782 19.185338199138641 80.132999449968338 35.167043879628181 33.596486270427704 78.406492844223976 34.727762311697006 20.1807701587677 37.458194717764854 35.167024284601212 35.464095503091812 28.402603819966316 113.13088171184063 38.385513961315155 12.349719151854513 266.12643103301525 42.005612969398499 69.494830310344696 22.407166197896004 21.816604107618332 11.147454693913458 18.176702708005905 45.625403866171837 430.74251395463943 342.07666930556297 15.302794322371481 73.433550342917442 leaf_count=1025 452 93 298 842 89 334 143 136 409 154 94 181 194 183 137 605 168 53 1115 176 305 92 96 51 82 214 1950 1422 62 302 internal_value=-8.24688e-05 -0.0037881 -0.00943902 0.0221874 -0.0178296 0.00214767 0.0044807 -0.00621854 -0.00701505 -0.00547815 0.0159443 0.0215605 0.025243 -0.0154546 0.0188469 -0.0195451 -0.00254571 -0.0158847 -0.00107742 0.00299944 0.00990879 0.00142201 0.00863141 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2187.5244140625005 2.9433757066726689 1.6711711287498476 1.5058139562606814 3.53981626033783 83209.484375000015 40.422618865966804 69692.847656250015 1.5654891133308413 1.2025641202926638 1.4056724309921267 20.1225118637085 33.500000000000007 4564.6740722656259 0.24013463407754901 1.7667768001556399 3.1596032381057744 17.4226188659668 10.066305637359621 5.6114735603332528 4.8875000476837167 13.583374977111818 2.0639396905899052 21.833333015441898 1.6151115298271181 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 9 8 7 16 -1 14 -2 -10 -11 25 -4 19 -15 17 -6 -19 -3 -21 27 -23 24 -7 -13 -26 28 29 -22 right_child=3 4 13 -5 6 23 -8 -9 10 11 -12 12 -14 15 -16 -17 -18 18 -20 20 21 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0093479530549627644 0.0088504086338422015 -0.015189000683673872 -0.017025193401018573 0.032754396283020515 0.00035613121639840498 -0.011300160814413361 0.013703004714218441 -0.027205531157278046 0.00054317510579711349 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42.044455334544182 16.639868915081024 12.85833093523979 leaf_count=234 452 268 234 842 1886 724 442 867 1108 94 53 181 194 70 89 1296 122 77 125 235 53 239 611 351 86 137 60 194 73 60 internal_value=-8.01409e-05 -0.00368517 -0.0111863 0.0217854 0.000571405 -0.0162873 0.00429228 -0.0229909 -0.00286406 0.0155738 0.0016957 0.0211266 0.0247789 -0.00509322 -0.0060217 -0.00325273 0.00244789 0.00158244 0.0133142 -0.00502555 -0.00323987 -0.00577927 -0.00252287 -0.0111533 -0.00799234 0.0184243 0.00823889 -0.0134189 -0.00451602 -0.0164455 internal_weight=2424.97 2081.75 753.643 343.224 1328.11 410.22 637.569 177.912 690.536 219.132 282.538 120.014 99.855 343.423 407.997 297.53 533.09 504.949 47.7871 387.04 329.201 276.781 194.061 232.308 173.621 65.3602 29.3927 82.7195 40.6751 24.0352 internal_count=11457 9557 3922 1900 5635 2322 2652 1101 2983 1058 1161 606 512 1600 1822 1366 2210 2088 202 1733 1465 1230 850 1221 870 318 146 380 186 113 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=0 5 5 15 9 22 6 9 15 14 9 17 19 14 15 8 16 1 19 6 14 28 16 16 7 15 8 5 14 19 split_gain=202.061 70.0102 25.7727 24.976 17.768 15.2577 11.5964 11.107 10.4216 8.76546 8.49256 8.38168 8.27071 7.981 7.86574 7.7831 7.5287 7.62919 12.7895 7.51386 15.7631 7.40623 11.7171 7.26079 7.90627 7.10575 6.71934 8.77456 7.98863 6.24002 threshold=63.500000000000007 13.166666507720949 84.166667938232436 0.47958332300186163 31.389277458190922 2187.5244140625005 2.9433757066726689 1.6711711287498476 1.5058139562606814 3.53981626033783 40.422618865966804 69692.847656250015 83209.484375000015 1.5654891133308413 1.2025641202926638 1.4056724309921267 20.1225118637085 33.500000000000007 4564.6740722656259 2.0408329963684086 5.6114735603332528 0.24013463407754901 1.7667768001556399 3.1596032381057744 17.4226188659668 4.8875000476837167 2.0639396905899052 21.833333015441898 1.6151115298271181 6304.4670410156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 5 8 7 16 -1 14 -2 -11 25 29 -5 21 -15 17 -6 -19 20 -7 -3 -23 26 -25 -12 27 28 -24 -10 right_child=2 4 -4 13 6 19 -8 -9 12 10 11 -13 -14 15 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091130436761655709 0.0086103314580339829 -0.014816132577928647 0.032459138533483874 -0.0166466395992802 0.00034544759876412181 -0.011570293665064195 0.013314304843525105 -0.026833317812618655 -0.018859216327877022 0.002947197606476739 0.026731677125267195 0.036431693876921065 0.025212490070003989 0.017431131855940012 -0.023797487320760282 -0.0043037576279786683 0.017510445395133637 -0.0063512103793674311 0.025481336620442146 -0.02060812882963595 0.01386457821956808 0.0098318568267307688 -0.034798808963697553 -0.012406676266742219 0.001236219146919078 0.0067049361737815359 -0.021538375851166514 0.012288758007529378 6.5961333007609172e-06 0.0016006378289960606 leaf_weight=41.782626628875732 98.82985708117485 57.520889654755592 121.50314101576805 45.534487828612328 457.16207082569599 150.78694806993008 104.30595500767231 133.70776149630547 14.159116998314856 20.137054860591888 36.619424387812614 33.826202258467674 12.794370234012602 15.65231743454933 20.860670074820518 281.53074744343758 28.025898307561874 18.720343589782715 28.888878852128983 54.578738078474998 25.66138519346714 52.585047677159309 11.022754848003389 52.381246477365494 141.5052535533905 28.243338868021965 41.722214102745056 16.699983641505241 12.85836239159107 255.62787772715092 leaf_count=234 452 268 842 234 1886 774 442 867 60 94 181 194 53 70 89 1296 122 77 125 317 130 235 53 239 611 137 194 73 60 1048 internal_value=-7.79797e-05 -0.0035852 0.0213906 -0.0109165 0.000554605 -0.0159457 0.00416677 -0.0226143 -0.00278191 0.0152117 0.0207022 0.0243251 0.00164454 -0.00495101 -0.00585403 -0.003159 0.00237595 0.00153566 0.0129645 -0.0108802 -0.00787123 -0.00488505 -0.00314756 -0.00561877 -0.00244961 0.0180114 -0.0130845 -0.00439298 -0.0160585 0.000526852 internal_weight=2415.23 2076.08 339.159 749.235 1326.84 406.517 637.103 175.49 689.738 217.656 118.826 98.689 282.581 342.718 407.156 297.183 532.797 504.771 47.6092 231.027 176.448 386.296 328.775 276.19 193.887 64.8628 82.3033 40.5811 23.8811 269.787 internal_count=11457 9557 1900 3922 5635 2322 2652 1101 2983 1058 606 512 1161 1600 1822 1366 2210 2088 202 1221 904 1733 1465 1230 850 318 380 186 113 1108 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=5 5 5 15 6 1 20 2 8 2 24 15 9 5 11 18 12 14 14 18 8 15 16 16 5 27 18 18 26 25 split_gain=187.124 52.3865 45.7642 23.9573 15.931 14.9664 14.5202 12.8994 11.0112 9.50063 8.56516 9.89339 7.8748 8.08774 10.6601 9.22885 7.73937 17.8065 7.60023 7.5937 7.30017 7.15785 6.60349 6.57846 12.1451 10.2903 7.99586 6.81265 13.4524 7.84987 threshold=51.833333969116218 13.166666507720949 83.833332061767592 0.47958332300186163 3.0275251865386967 33.500000000000007 0.0008635785197839142 5223.2397460937509 0.70315632224082958 8185.6689453125009 0.10911898314952852 2.6770833730697636 21.506097793579105 14.166666507720949 11.166666507720949 780.62380981445324 2.7370891571044926 5.6114735603332528 1.5654891133308413 597.51300048828136 1.4056724309921267 0.30860807001590734 5.8781471252441415 14.719085216522219 38.833333969116218 2.6523749828338627 12540.002929687502 4321.4455566406259 0.13745581358671191 1.041541635990143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 9 12 8 -7 -1 -2 11 -11 13 15 -15 -3 17 -8 -5 -13 -20 -12 -17 26 -25 -26 27 29 -29 -14 right_child=2 5 -4 18 -6 7 16 -9 -10 10 21 19 23 14 -16 22 -18 -19 20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0090809851047913975 0.0028341192082671604 -0.014670598542188967 0.032027923029255952 -0.016275413040809962 0.023176601777639676 -0.0033078864557361748 -0.011249550859201153 0.023387620927881232 -0.026192155968722802 -0.0028240290196162553 0.03333730315420174 0.037253040028142406 0.021894396585007699 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748 192 913 193 124 57 54 1223 157 109 289 114 70 75 1296 289 52 227 85 63 109 59 154 2206 internal_value=-7.58685e-05 -0.00446291 0.015882 -0.0106519 0.0109643 -0.000425555 -0.0156087 0.0131324 -0.0219226 0.00801161 0.0131692 0.00581359 -0.00129556 -0.00486276 -0.00667793 0.00607408 -0.0104718 -0.00742739 -0.00481263 0.0194751 -0.00306792 0.0197024 0.0137457 0.000555926 0.00809629 -0.0055502 -0.000555565 0.000154699 0.0105807 -0.000841719 internal_weight=2405.62 1886.88 518.731 744.941 397.624 1141.94 402.917 68.8588 180.749 320.205 160.411 75.456 1073.09 366.657 314.465 52.1914 222.168 171.475 342.024 29.228 296.842 84.9547 38.1012 706.429 90.7539 35.6429 615.675 590.202 51.4854 538.716 internal_count=11457 8785 2672 3922 1817 4863 2322 300 1171 1418 738 325 4563 1606 1380 226 1151 862 1600 132 1366 413 161 2957 375 148 2582 2473 213 2260 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=0 5 20 5 13 14 11 28 24 10 14 23 19 15 21 6 1 25 15 8 10 15 1 19 22 8 25 14 7 11 split_gain=183.049 63.1969 27.4248 25.2984 15.2978 10.3489 10.2884 9.58406 9.55334 12.344 8.31922 8.25084 8.22115 8.18183 7.51091 7.04443 8.34846 7.65475 6.94809 8.86891 6.86653 6.80533 6.64528 11.7049 6.58922 6.16875 7.56833 10.1752 7.86341 5.73909 threshold=63.500000000000007 21.166666984558109 688.42553710937511 84.166667938232436 -1.0000000180025095e-35 2.2573111057281499 13.833333492279055 0.083660770207643523 7.4315552711486825 7.9089009761810312 3.243680596351624 33.555500030517585 74584.398437500015 1.4868686795234682 80301.738281250015 2.2153606414794926 -2.4999999999999996 2.370499968528748 -0.14434523880481717 1.5701452493667605 0.70824542641639721 1.6282894611358645 33.500000000000007 4564.6740722656259 27947.128906250004 3.1974170207977299 13.831958293914797 4.7505297660827646 15.845237731933596 -0.83333334326744068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 -1 18 8 -7 9 25 21 12 -12 -6 -10 16 -9 -17 19 -3 -20 -2 -18 -24 -11 29 28 -28 -27 -4 right_child=3 5 6 -5 13 7 -8 15 14 24 11 -13 -14 -15 -16 17 22 -19 20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.026701379998144231 0.013281289872683977 -0.003546475078716982 -0.013536624935995853 0.031888720202009189 -0.013794205510008411 0.017063056600252723 0.010631721984361325 -0.021858459894776375 -0.019708536763984711 0.00033821783003483522 0.017573221104022877 -0.0057810193443353234 0.036801890954414003 0.0068554840570820242 -0.0029158970354807657 0.014550728283844303 0.00037204059307719138 0.0026251148795416162 -0.012838754523225424 -0.035638310295759139 0.00078372313421622912 -0.0040747186577750694 -0.0061187568235717251 0.024404480434073266 0.02136850762670971 -0.03325347454105651 -0.016412852591739472 0.019876750691503249 -0.00785339772106107 -0.0037721873825652765 leaf_weight=90.31367202103138 65.505677446722984 21.068024694919586 62.030038505792618 116.45865340530872 175.58800621330738 47.598255485296249 33.623217284679413 13.96508753299713 76.325645670294762 34.643587484955788 83.023171693086624 10.378409534692763 26.366572141647339 19.152583077549934 34.947625190019608 85.588022232055664 371.30752320587635 111.60909526050091 38.071780115365982 12.260841846466063 265.79860973358154 29.484311386942863 18.72271041572094 28.547310709953308 21.875500828027725 24.988057851791382 18.129759162664417 11.280470818281172 19.552858680486679 427.75171479582787 leaf_count=630 301 93 298 842 1000 202 136 58 409 154 410 59 152 89 183 363 1545 466 168 53 1115 136 77 125 96 118 87 51 91 1950 internal_value=-7.37164e-05 -0.00339487 -0.0085535 0.0206297 -0.0164961 0.0019451 -0.00559448 0.00408295 -0.00634029 -0.00488819 0.0145242 0.0197826 0.022208 -0.0117633 -0.0144345 0.00310186 0.000959463 0.0078011 -0.00234922 -0.0153522 -0.000923031 0.00789409 0.00172074 0.0123148 0.00847791 -0.00622826 -0.0143046 -0.00249376 -0.0221032 -0.00500884 internal_weight=2395.96 2064.74 1050.2 331.217 285.054 1014.54 765.148 677.338 731.525 620.252 214.758 119.768 109.39 194.741 111.273 629.74 432.543 197.197 337.199 33.3289 303.87 94.99 418.578 47.27 56.5191 563.733 73.9511 29.4102 44.5409 489.782 internal_count=11457 9557 5292 1900 1719 4265 3573 2836 3437 2845 1058 621 562 1089 592 2634 1805 829 1429 146 1283 437 1747 202 250 2595 347 138 209 2248 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=0 2 9 0 24 9 16 28 15 14 13 22 16 21 2 14 2 18 23 20 21 13 13 28 25 5 9 9 13 23 split_gain=169.876 62.9837 19.5814 19.4429 19.3641 18.1755 14.1334 13.6816 12.9348 10.3753 9.18601 9.93428 9.84428 8.66618 10.8117 8.61817 8.45076 8.55088 7.59823 7.51066 7.2563 8.2131 12.6487 7.0387 10.2236 6.97354 9.05158 9.41837 6.93373 6.62829 threshold=69.500000000000014 96066.679687500015 78.170288085937514 34.500000000000007 0.29263226687908178 2.2529069185256962 3.882880806922913 6.8673686981201181 2.3480768203735356 4.9538543224334726 1.0416666865348818 6339.6723632812509 15.322640895843508 3331.242553710938 3365.477905273438 1.6763248443603518 25099.569335937504 795.67898559570324 50.926000595092781 24064.705078125004 15333.495605468752 1.0000000180025095e-35 -0.64583334326744068 19.184658050537113 19.559332847595218 4.8333332538604745 13.274305343627931 14.755952358245851 2.0416666269302373 1.8573333621025088 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 7 6 -6 -3 15 18 -9 12 13 -5 -12 -15 25 17 -11 -7 28 21 22 -17 -18 -25 -1 -27 -28 -13 -16 right_child=2 4 -4 10 5 8 -8 9 -10 16 11 19 -14 14 29 20 23 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.01636729312411167 0.0154605300246159 -0.0053554026770566395 0.031806692961945979 0.00015822533539179342 -0.0053409033421210192 -0.016333580636185927 0.027936271979657198 -0.015631977891429585 0.0027819489760495782 0.0057837769226335069 -0.0017389421102220334 0.0128785874863553 0.020353739075865795 0.033984460912065168 0.014554620211693303 -0.0090562870941534278 -0.0084910622601637002 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454 192 83 internal_value=0.000221305 -0.00261295 0.0227907 0.000693586 -0.0106864 -0.0122365 0.00753664 -0.00251969 -0.0164085 -0.00900698 0.00430851 0.00820841 0.00131819 0.0122582 0.0150915 -0.000139748 -0.00242239 -0.0112844 -0.0181208 0.00103274 0.00211106 -0.00318009 0.00598743 0.00557192 0.013553 -0.00604579 -0.00778501 -0.00390195 -0.00627163 0.0119427 internal_weight=2390.09 2123.43 266.661 1506.45 616.979 568.613 48.3665 797.533 354.27 214.056 708.92 307.668 401.252 196.671 163.563 583.477 107.355 50.9145 325.249 110.997 422.472 150.287 55.4823 56.4409 36.0063 161.005 149.411 117.043 59.1636 140.197 internal_count=11457 9827 1630 6497 3330 3107 223 3540 2030 998 2957 1299 1658 837 701 2542 477 228 1902 462 1793 647 239 249 157 749 694 530 247 604 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=0 2 0 24 0 9 16 15 22 14 17 25 14 20 12 23 14 23 9 0 16 27 8 22 24 22 0 2 18 8 split_gain=161.882 59.67 19.6029 18.3553 18.3159 17.4393 13.2592 12.3749 11.1585 15.8884 10.8518 9.08785 8.78397 8.28962 7.93892 7.79307 8.06902 7.4941 7.34017 9.97057 10.6568 7.72935 6.63794 6.58777 7.38371 6.4483 6.41798 6.39933 8.84594 7.24278 threshold=69.500000000000014 96066.679687500015 88.500000000000014 0.29263226687908178 34.500000000000007 2.2529069185256962 3.882880806922913 2.3480768203735356 19872.702148437504 5.4338304996490487 32616.168945312504 9.4112501144409197 2.1941725015640263 18165.799804687504 53.871601104736335 7.3331668376922616 2.3923803567886357 50.926000595092781 3.3786764144897465 4.5000000000000009 3.0608289241790776 3.2516522407531743 0.56253641843795787 28259.936523437504 5.3769302368164071 86.24246978759767 22.500000000000004 25099.569335937504 795.67898559570324 11.857491493225099 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 25 6 8 -5 -3 17 10 26 11 15 -6 18 -4 -1 -17 22 -12 -20 -21 -22 -7 -24 -25 -2 -10 28 -11 -30 right_child=2 3 14 5 12 7 -8 -9 9 27 13 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0037612243871714838 0.036285804223380208 -0.0052048864653966029 0.033938379946417997 -0.0051924861610723504 -0.00043788921461424191 0.0080807897589742356 0.027027410810373836 0.0026964952156714951 -0.024828312607018371 0.010308535324666081 -0.01921739711795642 -0.019053658934150623 0.0065979272854317381 0.02671346273183757 0.0039858925022661553 -0.0080735934924123006 0.024464833783171949 -0.029553479170859778 0.023983656607149299 -0.0099567009451580792 0.029087795211661615 0.0040724300456214607 -0.01826181046506431 0.017694448660881455 -0.017106225632144621 0.013332930786230648 -0.0028247968263444092 0.0065156283444946558 -0.031318666431297291 -0.00075175433631443321 leaf_weight=324.80791592597961 11.985712766647337 29.579888716340065 106.43952865898609 213.86287371814251 243.17977921664715 9.9557048380374891 18.777961015701294 29.042370155453682 55.768804505467415 13.721538022160528 12.787007004022596 32.266242980957031 465.21035289764404 13.917903780937193 8.6082155108451825 10.914737895131113 18.459925904870033 42.086507633328438 20.702344000339508 49.588110134005547 12.073575690388678 140.25058636069298 247.9850689470768 10.122444793581964 11.982410490512846 136.11824107170105 15.177282392978666 47.000050604343414 17.221416920423511 11.727630659937857 leaf_count=1416 71 139 805 1077 998 55 84 128 280 59 62 160 1959 65 50 56 82 294 96 230 49 581 1434 49 70 704 68 205 81 50 internal_value=0.000215491 -0.00254149 0.0224071 -0.010428 0.000673303 -0.0119462 0.00731132 -0.0160591 -0.00244827 -0.00951335 -0.000663397 -0.00381155 0.00418264 0.00421628 0.0316972 -0.00242298 0.0123745 -0.0177501 0.00288615 0.00415578 0.00212281 0.00605521 -0.0159762 -0.016863 -0.00117 0.0151905 -0.0201212 -0.00112059 -0.0095316 -0.0189356 internal_weight=2381.32 2118.17 263.152 613.395 1504.78 565.037 48.3578 351.175 796.385 160.617 635.768 386.449 708.39 249.32 115.048 354.183 29.3747 322.132 235.402 222.615 201.912 152.324 280.046 270.09 22.1049 148.104 70.9461 89.6706 42.6706 28.949 internal_count=11457 9827 1630 3330 6497 3107 223 2030 3540 743 2797 1714 2957 1083 855 1554 138 1902 1018 956 860 630 1608 1553 119 775 348 395 190 131 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=0 2 0 24 0 15 16 28 27 14 13 10 22 15 21 2 0 8 24 14 14 13 2 10 15 20 10 1 21 24 split_gain=154.317 56.5328 19.501 17.3997 17.2514 14.7855 12.4439 12.4245 12.0973 9.41645 8.3867 11.7431 9.40862 9.05303 8.20344 10.2744 8.14172 8.01547 7.93618 13.3591 7.89885 8.27697 7.58093 9.14022 7.0894 7.06323 9.02662 6.98054 6.73454 7.07283 threshold=69.500000000000014 96066.679687500015 88.500000000000014 0.29263226687908178 34.500000000000007 0.091966174542903914 3.882880806922913 6.8673686981201181 72.674236297607436 4.9538543224334726 1.0416666865348818 11.932812690734865 6339.6723632812509 0.33687943220138555 3331.242553710938 3365.477905273438 2.5000000000000004 1.4182198643684389 10.066305637359621 6.5460517406463632 1.4161750078201296 -0.10555555671453475 25099.569335937504 12.401145458221437 2.7537878751754765 24064.705078125004 18.714653968811039 90.500000000000014 15333.495605468752 0.85854592919349682 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 6 7 8 -3 20 18 -9 11 -6 14 -13 -12 -16 -7 -18 19 -5 21 -1 23 -11 -19 26 -14 -4 -22 -30 right_child=2 3 27 5 10 16 -8 9 -10 22 12 13 25 -15 15 -17 17 24 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.02646827742425879 0.014843139366126178 -0.0050583816162838918 0.033310517039191516 -0.019556028765231822 -0.00085445825023700744 -0.002150499203323017 0.026157445657042776 -0.014955184990088209 -0.0050298284741122148 -0.020221560622286999 -0.0018748209789779841 0.031964831142070445 -0.0001699747411773114 0.0058352438928241058 0.032985970478164733 0.011437261432731783 -0.00017802494932203688 -0.01850553778972569 -0.028017072812420354 0.012777443823432258 -0.0030562526934413358 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-0.0116631 0.00709355 -0.00237884 -0.0172632 -0.00858884 0.0040595 0.00120301 0.00779177 0.0140114 0.0117431 0.0145091 -0.00743109 -0.0117701 -0.0209458 -0.0155082 -0.000114754 -0.00649215 -0.00232411 -0.0107624 -0.015315 0.000810012 -0.00627029 0.0314345 0.00179786 0.0045828 internal_weight=2372.74 2113.13 259.611 609.825 1503.3 561.481 48.3441 795.312 241.676 212.489 707.991 401.049 306.943 55.5059 196.01 162.919 319.805 175.554 185.758 105.01 582.823 134.465 107.099 50.573 134.442 110.933 59.1699 112.569 448.358 284.902 internal_count=11457 9827 1630 3330 6497 3107 223 3540 1507 998 2957 1658 1299 234 837 701 1600 909 1204 634 2542 633 477 228 691 462 247 855 1909 1203 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=0 2 0 24 0 28 15 24 16 14 10 1 12 14 2 10 0 18 28 25 22 7 2 20 13 17 17 5 1 25 split_gain=147.074 53.5694 19.3917 16.5943 16.2501 11.7489 9.92753 8.98582 11.683 8.95494 8.24484 8.00251 7.96023 7.46732 7.15709 8.67316 6.95203 6.7357 6.60154 9.51217 6.37112 6.29815 6.28486 9.03949 8.22224 6.92093 8.4595 6.19259 6.12851 6.01151 threshold=69.500000000000014 96066.679687500015 88.500000000000014 0.75443771481513988 34.500000000000007 6.8673686981201181 0.075961541384458556 0.29263226687908178 3.882880806922913 4.9538543224334726 0.70563054084777843 1.5000000000000002 53.871601104736335 1.6763248443603518 25099.569335937504 12.401145458221437 2.5000000000000004 795.67898559570324 19.184658050537113 19.559332847595218 86.24246978759767 9.3484845161438006 8150.1801757812509 1222.7139282226565 1.0000000180025095e-35 9224.2661132812518 12106.328613281252 4.8333332538604745 2.5000000000000004 11.795333385467531 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 20 7 5 13 10 8 -3 -7 -5 -6 -4 27 15 17 -9 -11 -16 -20 -2 -21 23 24 -15 -24 -27 -1 -18 -8 right_child=2 3 12 6 11 9 29 16 -10 14 -12 -13 -14 22 18 -17 28 -19 19 21 -22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=0.015366727993581001 0.035784587595025209 -0.0049157894919509421 0.033500293433522871 -0.0038385157167919928 0.0018079580626459168 -0.014599383329134645 -0.022131301976792261 -0.0032024473169456847 0.025323809412425177 -0.0013761536295712859 -0.022437231368167384 0.0087138008625928277 0.0032388001314766547 0.023733974716353079 -0.0085613627728777456 0.0062348928531592487 -0.017914581306899463 -0.029936056726176316 0.033334514631009352 0.01784410111965112 0.012654888912162585 -0.013489488847239342 0.021946726474934477 -0.0142395735333209 -0.0053851039745418721 -0.013651149146030089 0.0042230035209641871 -0.007289665258900283 -0.001520892743468061 -0.0056699740276386001 leaf_weight=11.715271860361097 11.647091269493101 29.470188975334167 101.67528580874205 25.168791130185127 488.93993759155273 104.72982534766197 24.524224027991295 153.90512196719646 18.855542108416557 11.549038752913473 145.24524780362844 218.51306635141373 8.4753813892602903 14.040229976177214 20.446190908551216 17.963118746876717 73.107508331537247 20.848926693201065 12.975039556622503 10.903682336211206 134.37741304934025 12.270732268691061 17.902022615075111 46.307295352220535 23.062859892845154 25.922000572085381 295.38059709966183 148.30476720631123 28.533160194754601 107.4281175211072 leaf_count=55 71 139 805 150 2034 521 134 725 84 52 1005 923 50 60 92 76 367 100 54 51 704 52 76 199 99 114 1245 694 128 598 internal_value=0.000204192 -0.00240424 0.0216685 -0.00993127 0.000634278 -0.0023108 -0.014907 -0.00498018 0.00688298 -0.00836383 -0.0196903 0.00394099 0.0311719 -0.000111578 -0.00225811 -0.0104849 -0.0072236 -0.0197552 0.0050624 0.012768 0.0144997 0.00125313 0.0019783 -0.00539935 0.00563389 0.00379246 0.00278096 -0.00563096 -0.0133124 -0.00872942 internal_weight=2364.19 2108.01 256.175 606.238 1501.77 794.322 302.366 303.872 48.3257 211.687 170.414 707.453 110.151 582.635 106.957 50.3611 255.546 32.398 56.5956 36.1495 146.025 23.1744 422.615 83.4104 37.1031 339.205 321.303 160.02 101.641 131.952 internal_count=11457 9827 1630 3330 6497 3540 1887 1443 223 998 1155 2957 855 2542 477 228 1220 152 249 157 775 103 1793 358 159 1435 1359 749 495 732 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=0 9 15 9 0 8 12 14 1 18 2 5 5 23 10 16 23 9 18 15 16 18 5 9 14 16 2 8 20 22 split_gain=140.187 51.5584 20.5851 19.5504 15.6299 11.7742 8.70635 9.18919 8.6341 8.54257 8.10999 12.5668 7.49516 6.47341 7.18339 6.42912 7.043 6.58808 6.74703 6.2527 6.21028 6.14401 6.1436 6.11141 6.01428 7.57244 7.71615 8.56885 7.77668 12.3094 threshold=69.500000000000014 13.274305343627931 0.98958334326744091 78.170288085937514 35.500000000000007 0.56253641843795787 7.6047520637512216 1.6818810701370241 1.5000000000000002 363.20814514160162 71242.054687500015 15.416666507720949 14.833333492279055 20.710499763488773 15.442201614379885 3.7576845884323125 3.1693333387374882 36.677083969116218 267.24331665039068 9.6333336830139178 3.43059253692627 6864.4077148437509 9.166666507720949 1.6711711287498476 5.2141270637512216 8.145902633666994 28901.802734375004 1.1391779184341433 26069.123046875004 15626.839355468752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 15 9 -1 7 21 24 12 11 20 22 14 -11 16 -2 -17 -19 -20 -4 23 -3 -7 -6 -26 27 -27 29 -29 right_child=3 4 10 -5 8 6 -8 -9 -10 13 -12 -13 -14 -15 -16 17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.0011999619272278124 0.012629087836544772 -0.0056269947664222015 -0.010747125355637229 0.030768003401067154 -0.00030530996509986474 -0.0087540086425943898 -0.032493196097078257 -0.0092304598794867541 0.0094074241207175897 -0.0001586071798406455 -0.0061549512602183153 -0.017269283169267551 -0.0045205215326604674 -0.018479235759898013 0.01725278825092251 -0.0054735379202420636 -0.019624316166362264 0.030357716341711295 0.019864602779763277 0.0006005275172091362 0.013225718971301424 -0.0057019308021584829 -0.030052796060969063 -0.024935064218618998 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0.00421419 -0.00741944 2.21173e-05 0.000665722 0.0139494 0.000437715 0.0169616 0.019235 0.0140629 0.00966894 -0.0190767 -0.0194239 -0.0217048 0.00208532 0.0068782 0.00341956 0.00101975 -0.00272053 -0.00789989 internal_weight=2355.91 2103.15 738.532 252.759 1364.61 413.156 367.497 343.679 681.499 683.115 325.376 96.5136 193.841 489.274 472.826 142.166 25.9163 116.25 105.554 72.0496 76.9705 157.313 37.7047 131.478 472.408 157.214 123.214 111.791 92.9429 68.5303 internal_count=11457 9827 3919 1630 5908 2413 2165 2017 2856 3052 1506 425 960 2092 2008 787 125 662 608 397 341 960 245 822 1967 671 527 475 391 289 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=0 20 0 15 9 14 1 26 13 6 25 24 22 21 1 6 9 12 18 14 22 17 24 9 24 16 2 17 13 9 split_gain=158.022 44.4177 40.8327 15.8131 12.8721 10.0753 8.60609 12.2526 11.8315 8.17816 8.23364 7.92262 7.30375 6.91454 7.79655 8.82729 7.39616 6.8677 6.70537 6.5724 12.5949 8.37707 6.56271 6.28989 7.72534 7.056 8.10615 6.72834 6.25743 6.0963 threshold=52.500000000000007 0.0008635785197839142 88.500000000000014 0.056349206715822227 13.274305343627931 1.4161750078201296 2.5000000000000004 0.86348682641983043 1.4226190447807314 16.230081558227543 5.3359332084655771 0.29263226687908178 32313.097656250004 55042.445312500007 7.5000000000000009 0.64222851395607006 79.072917938232436 53.871601104736335 4429.0444335937509 17.199156761169437 19401.577148437504 15656.455078125002 0.5066174864768983 14.755952358245851 1.8920770287513735 1.0965946316719057 44897.128906250007 15455.573730468752 1.9583333134651186 57.229166030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 11 5 18 7 -5 -9 23 -11 -1 -7 16 15 -15 19 -4 -3 20 22 29 -2 27 25 26 -25 -6 -29 -21 right_child=2 4 17 6 9 12 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0061606243510211956 0.0066432835192739197 -0.027126676356049158 0.033441839178153576 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31.476188361644745 22.371571019291878 19.278182938694954 14.647809222340582 44.94855372607708 56.175270430743694 813.25110869109631 12.425614967942236 24.76529036462307 19.37163670361042 12.268765181303023 leaf_count=38 1077 165 808 68 93 1956 99 540 43 78 141 868 188 56 59 247 86 48 209 148 101 89 77 202 277 3415 58 111 79 60 internal_value=0.000165911 -0.00402793 0.014583 -0.0154344 -0.00210455 -0.00598401 -0.00814003 -0.0051104 -0.00880693 -0.000189353 0.0114 -0.0228552 -0.00430124 0.0104255 0.01937 0.0240424 0.00878567 0.0312594 -0.0164405 0.00790891 0.00594682 0.0166654 0.007813 -0.000797751 -0.0014305 -0.00073477 -0.0109029 0.00822254 0.01486 0.0239262 internal_weight=2352.18 1822.14 530.047 262.917 1559.22 515.338 132.587 114.584 100.338 1043.88 52.0664 130.33 443.901 424.274 65.7331 54.5723 358.541 105.773 71.4374 344.286 281.262 63.0231 258.891 991.814 926.801 870.625 57.3742 65.0131 44.1369 43.745 internal_count=11484 8628 2856 1656 6972 2518 750 651 583 4454 219 906 2144 2000 362 303 1638 856 374 1552 1255 297 1154 4235 3952 3675 260 283 190 208 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=5 0 18 10 26 10 28 15 8 6 19 13 19 22 18 2 11 13 18 11 13 8 14 14 18 12 14 18 9 15 split_gain=153.773 38.8255 34.7286 17.8181 12.6403 12.559 13.7676 10.5409 8.19066 8.18326 7.82036 7.41157 6.98036 7.54029 6.94479 6.90681 8.23837 6.39973 6.96058 9.30474 7.6706 14.2965 11.0449 12.7909 7.08674 6.86978 6.72172 6.18104 5.84748 5.61009 threshold=49.166666030883796 88.500000000000014 78.350475311279311 20.480195045471195 0.86348682641983043 11.323723793029787 4.7978205680847177 0.33687943220138555 1.5012573599815371 3.0275251865386967 2767.001342773438 7.7638888359069833 11080.850097656252 882.45028686523449 62.51991271972657 25099.569335937504 3.1666666269302373 -0.10555555671453475 527.72836303710949 10.166666507720949 3.6181818246841435 1.5257045626640322 1.6151115298271181 1.86271208524704 1271.779235839844 1.0000000180025095e-35 1.2334740161895754 716.43508911132824 42.177083969116218 0.2299679517745972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 10 6 17 -6 -9 12 -1 -11 14 -14 -2 -8 -17 26 25 20 22 -22 24 -24 -20 -19 -4 -25 -7 -29 right_child=1 -3 5 -5 7 28 15 8 -10 11 -12 -13 13 -15 -16 16 -18 18 19 -21 21 -23 23 27 -26 -27 -28 29 -30 -31 leaf_value=-0.026358091428275304 0.023112973205981397 0.031249585236531905 -0.023838385497642674 0.030626986113705963 -0.020250584853284691 0.0036118448899034252 -0.015447489316392449 0.0059233035317625459 -0.014768580686724004 0.024436651932109196 0.0011888094226710048 -0.0010962987826499066 0.032684582928453651 0.011084529817127578 0.0032874535848414878 -0.0082807897167696889 0.012174209768082948 -0.020145070860028993 0.0055406327640797285 0.025811300280960733 0.0034573496430194751 -0.025652420459637788 0.037970368740179811 0.027190050518387007 -0.011186231101279134 -0.001906858831441605 -0.0048025604298103505 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7.7119998931884775 0.0008635785197839142 2.9302884340286259 0.056349206715822227 16.230081558227543 12.41083335876465 8.3342347145080584 2.5000000000000004 0.86348682641983043 3.0275251865386967 17373.348632812504 0.29263226687908178 75739.828125000015 19.591880798339847 11080.850097656252 882.45028686523449 9.416666507720949 62.51991271972657 21.500000000000004 0.54878199100494396 18.390175819396976 12284.519042968752 4.5686666965484628 985.41964721679699 33.500000000000007 0.83333334326744091 0.47958332300186163 1.1473809480667116 -9.1666665077209455 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 4 12 7 19 14 9 -6 15 -12 -1 17 22 18 -17 -9 -2 21 -14 -7 23 -4 -24 26 29 28 -28 -26 right_child=1 -3 5 -5 8 6 -8 13 -10 -11 11 -13 20 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0058754705022767261 0.022505970958448036 0.030997066442093976 -0.0041092646750727742 0.032059411845708694 0.018876240354764113 0.020678957046956672 -0.00659632405002089 -0.025885440473767909 -0.029024967164881621 -0.0094468134020816979 0.023974036407668108 -0.0038351121829133437 -0.0050573546392601119 -0.001572702223946661 0.018943810816934064 0.032217398866647554 0.010827725633290359 -0.0050616948759236386 0.003191380635714718 0.027717139098419798 -0.026412585054124842 -0.0066646732742518811 0.011687434128510248 -0.026594233273272708 0.013880456057356291 0.020206732333877379 0.031209902151718441 -0.0016859936217607533 0.0055212793061868888 -0.0056709779300781506 leaf_weight=7.9617896676063529 17.278398469090462 94.63792359828949 409.09725956618786 9.4555783122777921 13.375738069415091 12.885928243398668 27.082278817892075 39.453690730035305 16.302400402724743 96.718713589012623 57.438297733664513 11.249369248747824 12.652509927749632 32.913584105670452 13.468500703573225 16.016704082489014 157.37834533303976 21.221825033426285 191.12183512747288 25.770040079951286 106.35622930526733 13.880593359470366 47.923797413706779 20.591714486479759 15.24920082092285 15.478601962327955 19.524983391165733 423.32688100636005 19.094225093722343 370.64696922898293 leaf_count=38 73 810 1756 54 64 53 121 247 93 573 300 58 75 182 55 87 763 108 837 111 793 58 204 98 63 67 81 1859 91 1712 internal_value=0.000157529 0.0137332 -0.00397576 -0.0139165 -0.0156324 -0.00226547 0.00891229 -0.00288009 -0.00897472 -0.00600575 0.0101064 0.0194196 -0.0222599 -0.0126132 -0.00220753 0.00843089 0.0128035 -0.0186021 0.00479275 0.0169069 -0.0241422 0.00649909 -0.00241997 -0.0051868 -0.00111531 -0.001826 -0.00222824 2.31834e-06 0.0185089 -0.00489838 internal_weight=2335.55 545.121 1790.43 262.823 253.367 1527.61 79.6188 1447.99 126.397 110.094 450.483 68.6877 126.971 93.5891 1354.4 381.795 173.395 60.6755 208.4 52.5366 119.009 26.7665 1340.93 429.689 911.245 863.321 847.842 461.946 38.6192 385.896 internal_count=11484 2928 8556 1690 1636 6866 343 6523 730 637 2118 358 906 537 5986 1760 850 355 910 222 868 111 5931 1854 4077 3873 3806 2031 172 1775 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=5 0 20 13 24 13 6 23 24 12 21 5 10 1 13 16 25 25 12 17 22 10 17 23 22 1 16 19 21 19 split_gain=137.886 37.6149 32.3011 19.9237 11.6728 11.4608 10.9925 10.3536 10.0149 7.60005 6.59478 6.45004 6.36455 6.25386 5.40316 6.55145 5.51163 6.37979 5.33577 5.31382 7.26897 5.2304 5.06924 10.5104 8.66691 8.03768 6.25615 5.3534 10.0547 7.85623 threshold=49.166666030883796 88.500000000000014 0.0008635785197839142 2.9583333730697636 0.30558307468891149 -1.0000000180025095e-35 16.230081558227543 12.41083335876465 8.3342347145080584 1.6297879815101626 75739.828125000015 9.416666507720949 19.591880798339847 21.500000000000004 2.174242496490479 14.087940216064455 3.281583428382874 2.125750064849854 53.871601104736335 59796.542968750007 12267.323730468752 18.390175819396976 12284.519042968752 4.5686666965484628 985.41964721679699 33.500000000000007 1.0899539589881899 93602.050781250015 83835.019531250015 96724.863281250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 -1 -6 8 13 12 -2 11 -10 22 21 19 -16 17 -17 -3 20 -11 -8 23 -4 -24 26 -26 28 -28 -29 right_child=1 18 6 -5 5 -7 7 -9 10 14 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 29 -30 -31 leaf_value=0.0071936442536667759 0.006644033868406134 0.032728490230134383 -0.00398928659978797 0.027832881025081888 -0.027111352940475186 -0.012676089905624703 0.020086040194976791 -0.0064003130290577245 -0.025499020666271844 0.018720223078952776 -0.0015267017170945464 -0.0049201141985737388 0.018377473318895408 0.027041195726008344 -0.0054221664278166944 0.01841052387969834 0.027761004030512217 -0.012315338988292113 0.0042388136542462103 0.030457092144189426 -0.0052038125176352545 -0.0064586744371560485 0.011332111022409387 -0.026060958843063659 -0.014325561202421663 0.01971109101337281 -0.0009052312181346689 -0.025289597394304069 0.017668982600427589 -0.003858506987502825 leaf_weight=19.176939338445663 270.21919750422239 86.623147651553154 408.7640018761158 10.025677233934401 71.831649713218212 159.22232364118099 12.868578314781191 27.07444840669632 38.859092257916927 73.990119442343712 32.888523191213608 21.178199283778667 13.467067807912825 25.624007329344749 22.383052363991737 14.690442293882372 17.148498609662056 10.378804251551626 6.3502247631549826 26.06006196886301 13.51832093298435 13.893415123224257 47.943363785743713 20.385823667049408 36.427205666899681 15.393091216683386 533.98303431272507 16.485192328691483 27.584481120109558 232.70121175050735 leaf_count=89 1231 773 1756 57 573 971 53 121 247 346 182 108 55 111 109 71 93 51 41 150 63 58 204 98 178 67 2315 78 125 1110 internal_value=0.00015344 0.0134164 -0.00386725 -0.0136357 -0.0152971 -0.0171638 -0.00220074 0.00866298 -0.0027977 0.0098155 -0.0123247 -0.0182398 -0.00214344 0.0164481 0.0146255 0.00769859 0.014655 0.00568985 0.0307826 0.0185657 0.0150244 0.00630542 -0.00234972 -0.00503775 -0.00108279 -0.00177283 -0.00216319 -0.00161673 7.14358e-06 -0.0052763 internal_weight=2327.14 541.362 1785.78 260.257 250.231 231.054 1525.52 79.4604 1446.06 448.388 92.9258 60.0373 1353.13 52.386 178.169 64.6008 42.2177 25.0692 92.9734 113.569 87.5084 26.762 1339.67 429.15 910.518 862.574 847.181 810.754 561.568 249.186 internal_count=11484 2928 8556 1690 1633 1544 6866 343 6523 2114 537 355 5986 222 883 324 215 122 814 559 409 111 5931 1854 4077 3873 3806 3628 2440 1188 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=5 0 20 15 15 6 23 24 1 26 6 20 24 21 19 22 7 18 10 1 10 12 24 10 15 10 6 27 12 14 split_gain=130.556 37.023 30.831 20.836 12.0105 10.3631 9.77482 9.52204 8.09657 9.66566 7.40009 7.70607 6.97781 6.3243 6.31132 7.05813 6.30053 6.19563 5.99101 5.95655 5.61514 5.28799 5.2718 5.14311 5.1108 4.92873 4.8857 6.83106 5.94737 4.76408 threshold=49.166666030883796 88.500000000000014 0.0008635785197839142 2.9302884340286259 0.056349206715822227 16.230081558227543 12.41083335876465 8.3342347145080584 2.5000000000000004 0.86348682641983043 3.0275251865386967 17373.348632812504 0.29263226687908178 75739.828125000015 11080.850097656252 882.45028686523449 10.041666507720949 62.51991271972657 19.591880798339847 21.500000000000004 0.54878199100494396 53.871601104736335 0.10911898314952852 0.75300809741020214 0.1863425895571709 18.390175819396976 1.4708693623542788 3.1331813335418706 2.0408329963684086 17.633086204528812 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 4 12 7 19 18 9 -6 14 -12 -1 16 17 -16 -9 -2 -4 25 -14 -3 29 -19 -24 -7 28 -28 -25 -17 right_child=1 21 5 -5 8 6 -8 13 -10 -11 11 -13 20 -15 15 22 -18 23 -20 -21 -22 -23 24 26 -26 -27 27 -29 -30 -31 leaf_value=0.0054592531583879025 0.021664528652436354 0.032542429096137492 -0.0022815498212910941 0.03059087144235605 0.018283339716676613 0.019513117201595927 -0.006210169187627252 -0.026263229550825124 -0.028406896994778667 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10.366952627897261 14.768754437565802 11.973326995968817 leaf_count=38 73 773 5931 54 64 53 121 220 93 573 300 58 75 182 85 301 135 66 55 111 793 41 98 529 307 58 125 51 66 55 internal_value=0.000149533 0.0131054 -0.00376146 -0.0133564 -0.0150116 -0.00213789 0.00842143 -0.00271768 -0.00845107 -0.00552724 0.00955542 0.0187005 -0.0216439 -0.0120418 0.00792555 0.0121853 -0.0178832 0.00440944 -0.00208125 0.0160039 -0.0235195 0.0305615 0.0102697 0.00285397 0.016104 0.00611814 0.00432832 -0.00513095 0.00698581 0.00505762 internal_weight=2318.92 537.698 1781.22 257.784 248.427 1523.44 79.2954 1444.15 124.889 108.929 446.827 67.5891 123.538 92.2741 379.238 171.484 59.41 207.754 1351.87 52.2289 115.542 90.8702 156.027 190.575 73.6189 26.7549 174.92 38.3641 136.556 82.4083 internal_count=11484 2928 8556 1690 1636 6866 343 6523 730 637 2114 358 906 537 1756 846 355 910 5986 222 868 814 761 837 405 111 771 176 595 356 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=7 0 24 13 14 15 17 20 8 16 27 5 5 27 7 17 22 27 22 26 15 8 14 8 12 26 22 27 26 0 split_gain=114.347 55.7977 18.8669 12.553 9.24704 9.02807 8.19975 8.0685 9.84674 7.86144 7.1121 6.93449 6.8733 7.05642 6.62266 6.58164 7.58616 8.42162 8.16152 6.85378 7.73004 7.28833 6.49205 7.77045 6.75484 6.20125 6.15378 7.85066 7.60704 6.20037 threshold=32.348484039306648 85.500000000000014 9.618260860443117 0.095454547554254546 5.2141270637512216 -0.051956815645098679 90826.406250000015 36004.306640625007 9.3539404869079608 1.0320009589195254 50.660612106323249 34.416666030883796 53.166666030883796 1.2991771101951601 53.041666030883796 83430.757812500015 13895.768554687502 7.3332500457763681 10739.996093750002 0.09723310545086862 -0.02105496451258659 5.2292156219482431 8.0441484451293963 2.0959911346435551 2.5811814069747929 2.1135041713714604 6339.6723632812509 1.4100526571273806 5.8932018280029306 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 -4 -2 25 7 8 9 -1 -5 -7 26 -14 -3 16 18 -18 19 -11 -21 -22 23 24 -8 -6 27 -13 -28 -29 right_child=1 14 3 10 5 11 22 -9 -10 15 -12 12 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 28 29 -30 -31 leaf_value=-0.017952028421413288 0.0033076783854091231 0.002125892208144698 -0.019530535788740956 -0.0099544550217139406 0.032057786094353238 0.02423546437339312 -0.0066673288772351154 -0.016722230119071885 0.0087782851350287263 0.017285079059346176 0.0076914301003456077 -0.0091636256078290509 0.034768733673692563 0.0091635333637257593 0.030814309345920721 0.016512719311595619 -0.027226631812570581 -0.0055086376861128101 0.013839718632346508 -0.013135373785386909 -7.4800004576240417e-05 -0.022230562301739358 0.01213436971394348 -0.016288115455758582 0.016422610406627441 0.0054001578799233165 -0.018047652568682911 0.0071248973506329765 0.010860712654690755 0.032652819146313947 leaf_weight=28.178139582276344 540.34641546010971 7.8170330002903929 126.12947324663401 87.365783661603928 25.524724796414375 21.407235309481621 299.18272883445024 31.518779397010803 78.916259214282036 16.457539439201355 26.881855845451355 21.417673200368881 10.719386011362074 100.53549937903881 98.458359807729721 17.271591424942017 19.597585156559944 89.2577014118433 32.643696397542953 53.237856313586235 355.44565950334072 13.884773984551428 15.075865238904951 79.666870787739754 11.854631446301935 11.344349756836889 25.568592101335526 41.382224202156067 12.054894194006918 10.79731549322605 leaf_count=139 2332 56 914 443 117 90 1531 137 331 74 146 89 52 503 890 76 86 428 150 247 1538 59 79 466 63 57 107 172 51 51 internal_value=0.000100076 0.00824991 -0.00536653 -0.0130058 0.00560251 0.0100192 -0.00375882 -0.00187197 -0.00120795 -0.00246691 -0.00580247 0.00792753 0.00635834 0.0116306 0.0287041 -0.00173699 -0.00227995 -0.0094186 -0.000632441 -0.00170852 -0.00244825 -0.000907734 -0.00718308 -0.00792848 -0.0057873 0.0238554 0.00108447 0.0061299 -0.00878516 0.0124073 internal_weight=2309.94 927.374 1382.57 240.377 821.098 280.752 1142.19 736.41 704.891 625.975 114.248 243.883 222.476 111.255 106.275 597.796 580.525 108.855 471.67 439.026 422.568 369.33 405.78 390.704 311.037 36.8691 111.221 73.5972 37.6235 52.1795 internal_count=11474 4567 6907 1503 3621 1289 5404 3265 3128 2797 589 1115 1025 555 946 2658 2582 514 2068 1918 1844 1597 2139 2060 1594 174 470 312 158 223 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=7 0 24 11 14 15 11 16 10 9 5 5 9 25 24 21 20 22 17 8 22 21 26 11 8 21 22 5 21 0 split_gain=107.975 54.32 17.9945 13.103 8.76398 8.56022 8.27654 7.92826 7.55156 7.29625 6.53496 6.51636 6.40014 6.52025 6.23196 6.98399 10.109 8.28489 6.06293 5.9831 5.79388 7.33351 7.1465 5.79073 8.31059 5.51526 6.59172 5.90373 5.5066 5.37821 threshold=32.348484039306648 85.500000000000014 9.618260860443117 -1.0000000180025095e-35 5.2141270637512216 -0.051956815645098679 2.5833333730697636 16.745480537414554 0.65385767817497265 53.906158447265632 34.416666030883796 53.166666030883796 79.072917938232436 1.041541635990143 0.04231723956763745 58784.091796875007 5152.3579101562509 12417.567871093752 15195.455078125002 14.986366271972658 6339.6723632812509 3265.2009277343755 5.8932018280029306 1.8333333134651186 2.1553305387496953 2780.209594726563 148.03936004638675 42.166666030883796 33995.980468750007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 8 12 19 7 23 -4 -3 -7 20 13 -2 25 16 18 -18 -16 -6 21 -12 28 -1 -25 -15 -27 -28 -22 -23 right_child=1 9 3 -5 5 10 -8 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 22 29 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.0050222401338385547 0.020640768382208088 0.0046801956255763813 -0.0023564989557971622 -0.0071716870742104706 0.031354743453288793 0.0235607381523102 0.0011137276960201256 0.010920616829215076 -0.025489928455049844 0.031109025857316518 -0.015330009997626893 0.011337505528740953 0.023099726043308587 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124 90 1073 115 573 868 50 555 88 60 1063 139 84 59 329 50 54 206 51 98 65 51 87 299 53 56 internal_value=9.74929e-05 0.00803244 -0.00522049 -0.0127128 0.0054418 0.00975048 -0.00365281 -0.00502336 -0.0216331 0.0284539 0.00771274 0.00618667 0.00320946 0.00267335 0.00205243 0.00391702 0.00275391 -0.0130065 0.00437139 0.0232595 0.00105381 0.00595826 -0.00851556 -0.00552871 -0.0175166 -0.0038639 -0.00148534 -0.00419061 -0.0174748 0.0101789 internal_weight=2302.89 924.077 1378.81 238.58 820.047 279.868 1140.23 885.592 91.416 104.03 243.185 221.825 540.179 526.001 508.431 386.593 356.897 33.2189 323.678 36.6829 111.106 73.4579 37.6484 858.386 34.7954 121.838 106.982 94.5091 25.6138 61.3038 internal_count=11474 4567 6907 1503 3621 1289 5404 4331 668 946 1115 1025 2332 2244 2171 1674 1535 143 1392 174 470 312 158 4216 163 497 437 386 107 262 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=7 0 24 11 14 15 11 16 28 9 5 5 27 20 22 13 9 25 24 18 17 25 13 26 11 8 20 28 28 8 split_gain=101.978 52.8488 17.1611 12.6973 8.30006 8.13964 7.81006 7.46927 7.46427 7.21428 6.78312 6.86475 6.88226 6.55417 8.05049 6.44421 6.1296 6.15778 5.86836 6.35639 12.122 8.49178 5.78139 5.98789 5.47587 7.94945 5.23324 5.14441 5.08773 6.18089 threshold=32.348484039306648 85.500000000000014 9.618260860443117 -1.0000000180025095e-35 5.2141270637512216 -0.0863354057073593 2.5833333730697636 15.85242795944214 9.6972961425781268 53.906158447265632 34.416666030883796 53.166666030883796 1.2991771101951601 1804.157165527344 363.76957702636724 -2.1458333730697627 79.072917938232436 1.041541635990143 0.04231723956763745 75.073013305664077 3565.268676757813 1.2061249613761904 -0.73863637447357167 1.1473809480667116 1.8333333134651186 2.1553305387496953 31650.875000000004 1.7288729548454287 0.51327520608901989 5.5147185325622567 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 -4 16 15 7 24 -9 -3 -7 13 -13 14 -12 -6 17 -2 19 21 -21 -19 23 -20 -1 -26 -8 -11 29 -14 right_child=1 9 3 -5 5 10 26 8 -10 27 11 12 28 -15 -16 -17 -18 18 22 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0049110642713530153 0.02008335130325848 0.0045540693370208149 -0.021285608438144407 -0.0069792424544829713 0.0083622784581854157 0.023565266431779412 0.0023791074268370758 -0.0053790535473304301 0.02424092848351684 0.0071899522451149243 -0.010717510471357834 0.034164919742452761 0.0093054987396463517 -0.006547423508169609 0.014785443294753538 0.034819292861783077 0.022718301484598573 -0.0081662067472828143 -0.025421121560033729 -0.024789679451863916 -0.00071018689263359044 0.02344685108407062 0.0047337154501926743 0.0049671289636058066 -0.028771852350807998 0.00062377021197944219 -0.013157445614721118 0.033037845788026009 0.013130714086841074 -0.019310103427649151 leaf_weight=818.64146510511637 17.517091408371925 10.418958753347395 90.143797986209393 146.69233470410109 14.663581997156141 21.795920997858047 233.38256028294563 15.069228254258634 15.566972032189367 7.5541814267635337 15.21457816660404 10.718610644340513 17.45387522876263 55.385083943605423 41.596623927354813 19.050057142972946 13.986005343496798 14.882853835821154 12.016384989023209 26.545765325427055 64.615265280008316 15.729783326387404 362.93479982018471 11.346264496445656 20.849256902933121 13.733608968555926 21.292249366641045 83.858812145888805 71.933664247393608 11.122510924935339 leaf_count=4038 73 78 668 835 71 92 983 65 65 63 63 53 88 233 179 90 88 60 53 108 265 64 1572 49 98 65 90 805 366 54 internal_value=9.51563e-05 0.00782464 -0.00507709 -0.0124245 0.00528896 0.00949065 -0.0035487 -0.00488245 0.00967155 0.0282061 0.00759046 0.00603206 0.0113135 0.000796216 0.00795551 0.0233119 0.00311688 0.00259528 0.00199233 -0.00375017 -0.00772205 0.00807763 0.00380256 -0.0106628 -0.00540503 -0.0170982 0.00108016 0.0309018 0.00887653 -0.00183228 internal_weight=2295.71 920.341 1375.37 236.836 818.509 278.935 1138.54 883.861 30.6362 101.832 245.221 223.425 111.229 112.196 56.8112 33.7136 539.574 525.588 508.071 121.774 91.161 30.6126 386.297 23.3626 853.224 34.5829 254.675 91.413 100.51 28.5764 internal_count=11474 4567 6907 1503 3621 1289 5404 4331 130 946 1128 1036 561 475 242 161 2332 2244 2171 497 373 124 1674 102 4201 163 1073 868 508 142 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=7 0 24 11 14 15 2 14 20 3 9 9 8 8 12 23 6 26 20 22 9 25 5 5 27 26 8 14 24 21 split_gain=96.2966 51.4197 16.3588 12.2933 7.85931 7.73564 7.53065 7.60768 8.64013 7.44613 8.2236 7.13472 6.74663 10.5721 9.30097 12.9249 6.96197 6.35292 6.02711 8.53612 5.87021 5.81673 5.79723 5.84121 6.57302 5.76273 5.69884 7.22988 5.52387 6.62576 threshold=32.348484039306648 85.500000000000014 9.618260860443117 -1.0000000180025095e-35 5.2141270637512216 -0.051956815645098679 96066.679687500015 1.6151115298271181 33758.902343750007 21.500000000000004 13.274305343627931 53.906158447265632 1.261608421802521 1.0579749345779421 5.6715474128723153 7.5858333110809335 1.4708693623542788 0.48900897800922399 1130.2392578125002 647.15951538085949 79.072917938232436 1.041541635990143 34.416666030883796 53.166666030883796 1.2991771101951601 2.1135041713714604 9.5890955924987811 3.8680881261825566 0.04231723956763745 58784.091796875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 -4 20 25 7 9 12 10 -1 -3 13 -9 26 16 -16 18 19 -12 21 -2 -7 -24 -25 -6 27 -14 -23 -30 right_child=1 11 3 -5 5 22 -8 8 -10 -11 17 -13 14 -15 15 -17 -18 -19 -20 -21 -22 28 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.019608878662781635 0.019543152217551735 0.0044309920254714027 -0.020936955256867187 -0.0067914719396740715 0.030157182788632404 0.022261348633188262 -0.0067660143301526907 0.0038850022643782006 -0.014445677802795598 0.014412485079645924 -0.012718811840519038 0.030700419600618738 -0.001022376686128043 0.032406632922221602 0.021877388760613091 0.034784222547906078 -0.0012854617235310355 0.015148250958792556 -0.024390549636665322 0.0072971281695206943 0.022341845169302613 -0.0036382464629867591 0.0010015043121717607 0.033493853994300674 0.0083921620124251944 0.0042814330886607492 0.010308144950413371 -0.010951434387991725 0.0025589693992391512 0.017341422951057065 leaf_weight=46.968516662716866 17.462089031934738 10.387593142688273 88.91433747112751 146.23272009193897 25.051307544112206 21.253903687000275 399.29155848175287 65.114239603281021 35.017233282327652 13.095133304595945 43.371632486581802 89.286255419254303 251.34765833616257 14.257487684488295 14.563196480274199 13.966434657573698 58.960389286279678 12.959704846143721 15.438676446676252 34.372745305299759 13.79788715392351 121.75397799909115 110.90918928384781 10.369194701313971 99.280749544501305 11.213439300656317 28.61893992125988 89.50556455552578 356.55891253054142 29.550446882843971 leaf_count=252 73 78 668 835 117 90 2126 271 153 63 211 868 1103 61 61 62 248 57 70 154 88 497 470 52 503 57 120 392 1535 139 internal_value=9.29345e-05 0.0076202 -0.00493737 -0.0121402 0.00513903 0.0092355 -0.00344754 -0.00165101 -7.69176e-06 -0.00730008 -0.00915709 0.0279627 0.000934964 0.00900832 -0.000467332 0.00832809 0.00330252 -0.00453214 -0.00726925 -0.00386926 0.00302609 0.00251875 0.00729779 0.00585585 0.0107659 0.0221561 -0.00255007 -0.00362967 0.00193339 0.00369033 internal_weight=2288.87 916.875 1372 235.147 817.201 278.078 1136.85 737.558 571.351 166.206 153.111 99.6738 536.334 79.3717 456.962 87.49 73.5236 106.143 93.1831 77.7444 539.123 525.325 241.813 220.559 109.65 36.2647 369.472 340.853 507.863 386.109 internal_count=11474 4567 6907 1503 3621 1289 5404 3278 2471 807 744 946 2318 332 1986 371 309 492 435 365 2332 2244 1115 1025 555 174 1615 1495 2171 1674 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=0 2 0 12 9 15 11 2 9 22 27 15 19 14 8 27 20 8 28 14 0 15 9 15 21 1 19 2 10 27 split_gain=91.0496 36.1106 22.9833 15.4673 14.2907 11.2026 15.5488 10.764 9.79803 9.42327 8.72871 8.72375 7.22142 9.46037 7.56175 7.44272 6.99206 9.16777 6.94717 6.8994 6.73928 6.70995 8.33561 7.30977 8.81136 8.04557 6.62492 6.81516 6.49618 5.61646 threshold=63.500000000000007 75237.535156250015 88.500000000000014 54.532035827636726 31.389277458190922 0.075961541384458556 -22.666666984558102 57220.583984375007 6.9789450168609628 2964.549438476563 72.674236297607436 -0.051956815645098679 74584.398437500015 12.546669483184816 5.1592075824737558 2.5711771249771123 33758.902343750007 9.3539404869079608 33.883695602416999 29.478786468505863 50.500000000000007 0.78647416830062877 11.548611164093019 0.46737588942050939 14209.377929687502 1.5000000000000002 4478.4611816406259 8674.6948242187518 20.480195045471195 5.6154887676239023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 11 -4 7 6 -3 16 -9 10 -8 -2 -7 14 15 -14 17 21 -18 -6 -19 22 -1 24 25 29 -13 28 -28 -24 right_child=2 5 3 -5 19 12 9 8 -10 -11 -12 26 13 -15 -16 -17 18 20 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.01545373312099136 0.026416792207427511 0.020158781472013419 0.032021187178026357 -0.022697603945569331 0.0034378025080112015 -0.023534451427615604 -0.026363137033479221 0.027590936181599971 0.0023996443152402396 -0.0094680503144879483 -0.0064183697805581062 0.022892259439100657 0.022289101684362704 0.024608195469249514 -0.02574672808301905 -0.0045374683113095227 -0.018262962228217289 0.011651567307220756 0.0059189933242563266 0.021538980263564482 -0.012803501742112542 -0.00044482524174440654 -0.0072150227572326748 -0.017334300866039019 0.0075247265935736033 0.014791722296820523 -0.0090393314564864193 0.010147308905591878 0.01683589888293073 -0.029547075176796722 leaf_weight=77.180701017379761 26.393134064972401 12.2343283444643 80.974385194480419 4.9324677139520636 586.25769957900047 17.627043902873993 78.192039273679256 18.460612252354622 56.194422632455826 142.44831870496273 26.421721093356609 23.06117432564497 9.5770443081855756 10.201811239123343 14.717348493635653 330.99540827423334 48.643799751996994 60.832046493887901 13.704561218619345 19.584429904818535 12.171007364988325 271.78328953683376 69.728127285838127 29.934566125273705 63.063506111502647 13.190491229295729 39.573857888579369 100.81892497092485 11.204830273985861 11.859436869621275 leaf_count=415 157 50 817 31 2468 85 644 87 240 833 173 112 40 49 76 1698 219 254 64 89 51 1152 329 134 287 58 184 569 54 55 internal_value=9.0553e-05 -0.00218216 0.015891 0.0288794 0.000599426 -0.00803871 -0.0128542 -0.0021781 0.00862892 -0.014489 -0.0213258 0.0103411 -0.00477955 -0.00387504 -0.0046929 -0.00378309 -0.00337853 -0.00240006 -0.0129476 0.00402294 0.00757444 -0.00375671 -0.00715392 -0.00374249 -0.00116481 -0.00694667 0.00791191 0.00563309 -0.0033297 -0.0104612 internal_weight=2281.96 1995 286.959 85.9069 1352.59 642.415 259.296 746.747 74.655 247.062 104.614 201.052 383.119 365.492 355.29 340.572 672.092 609.743 62.3484 605.842 73.0031 536.74 264.957 187.776 157.842 94.7781 174.659 151.598 50.7787 81.5876 internal_count=11474 9550 1924 848 5902 3648 1700 3345 327 1650 817 1076 1948 1863 1814 1738 3018 2735 283 2557 305 2430 1278 863 729 442 919 807 238 384 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=0 2 5 5 24 14 15 5 26 26 2 24 26 22 8 7 27 10 22 5 5 10 8 22 1 5 8 18 8 17 split_gain=84.4713 36.7459 14.545 12.6554 11.7024 11.1245 10.0129 8.57963 7.05348 6.70741 6.57507 7.67569 6.52468 6.21714 6.25325 8.24917 10.6977 6.09055 8.08395 6.94616 6.09662 6.07518 13.1216 6.00715 6.70919 8.56199 6.7487 6.62947 5.88404 5.71089 threshold=75.500000000000014 98141.367187500015 83.833332061767592 49.166666030883796 0.52650064229965221 8.1454577445983904 0.091966174542903914 3.5833333730697636 0.09723310545086862 0.12131245061755182 55407.808593750007 0.062065130099654205 1.003740191459656 86.24246978759767 21.244976043701175 75.845237731933608 3.413345575332642 11.323723793029787 5453.5458984375009 40.416666030883796 42.416666030883796 9.7885775566101092 9.3539404869079608 3989.7866210937505 1.5000000000000002 9.8333334922790545 1.3795427680015566 2415.838012695313 2.2755284309387211 93502.023437500015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 7 5 -3 -6 -1 -5 -10 17 -12 -4 -2 15 -15 -17 18 23 -19 -21 22 -20 24 25 -9 -26 -25 -8 -13 right_child=2 4 12 8 6 -7 28 10 9 -11 11 29 -14 14 -16 16 -18 19 21 20 -22 -23 -24 27 26 -27 -28 -29 -30 -31 leaf_value=-0.019129025215418292 0.029735598048937922 -0.0052372398602080986 0.0020446561584738288 -8.0530880882253862e-05 -0.017547716418716296 0.027263900822460736 -0.001206765238357476 -0.028604954942296385 0.024632253479138069 0.007159124929052337 -0.017017500897149561 0.0082260921165348208 0.031781811870618716 0.023576760893308086 -0.010056685556184598 -0.025251537897398271 0.013765427904273195 0.0078195428981327683 -0.0072298588373939541 -0.0235377870186728 0.0010075387800025325 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8.88326 5.81791 5.58679 5.57219 10.4087 6.74995 6.36134 5.49989 5.0156 6.91502 5.0034 9.74009 threshold=78.500000000000014 10.500000000000002 49.166666030883796 54.532035827636726 88.500000000000014 7.7066280841827401 0.095454547554254546 29220.867187500004 12608.403808593752 7769.5739746093759 1.4446866512298586 15.879755496978762 10.076677322387697 -1.0000000180025095e-35 298.58317565917974 1.0339469313621523 2.1666666269302373 40.666500091552741 3989.7866210937505 0.21111111342906955 5020.3923339843759 99955.308593750015 1.0416666865348818 3.7335475683212285 5.0382845401763925 4429.0444335937509 1.5055555701255801 1.0000000180025095e-35 0.086637843400239958 3318.347290039063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 11 4 25 7 26 8 9 16 12 21 15 14 -12 -4 17 18 -1 -8 -10 -3 23 -23 -25 -2 -7 -28 29 -15 right_child=3 2 10 -5 -6 6 19 -9 20 -11 13 -13 -14 28 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.015135378124155231 0.016937479872285773 -0.00096363662345303131 0.01256170239159861 -0.022811174410560624 0.032064428291963397 -0.0072166973056041602 0.017572691467534585 0.020027474970606796 -0.030234534953398021 0.021071020747051663 0.039121616376795426 0.0088665887541143022 0.017760812723671315 -0.025056445425590747 0.01225828165540316 -0.0091066751228083762 0.0055330900530831074 -0.0026500152315328471 0.0050128105477228162 -0.0082314729647969265 -0.009465534611780289 0.00023736494094758686 -0.035902089720672048 -0.033777915032887955 -0.0059853673993523551 -0.0071004186933062933 -0.032050124640876136 -0.015496315459345758 0.0083755562076149401 0.0077121204619026509 leaf_weight=122.4709864705801 47.593929074704647 985.06530171632767 14.005137637257574 5.8952535241842261 76.416196390986443 25.320543862879276 9.1926793009042722 12.839483350515364 20.021237768232822 18.012410134077072 11.044071748852728 70.105164408683777 13.726728096604345 12.640665724873541 42.372268036007881 66.146748453378677 37.517464950680733 150.71814808249474 23.468307986855507 54.396495297551155 27.900983765721321 68.856033064424992 10.891488045454023 11.945081226527693 19.531192645430565 10.446849033236502 38.402102090418339 55.583597481250763 184.85070726275444 23.050647169351578 leaf_count=746 310 4237 59 37 810 169 58 61 119 87 52 297 58 52 206 277 165 728 134 307 137 362 50 64 96 63 356 400 872 107 internal_value=-0.000316493 -0.00176814 0.000622705 0.0217147 0.0236669 -0.00792431 -0.014003 -0.00523205 -0.00604262 -0.00439618 0.00592134 -0.00104829 -0.00194561 0.00861715 0.0178124 -0.00532051 -0.0057689 -0.00719823 -0.0118954 -0.00450113 -0.0181425 -0.00168232 -0.00804742 -0.00502368 -0.0165325 0.0126109 -0.0190674 -0.0222601 0.00639001 -0.00389341 internal_weight=2270.43 2130.08 1534.23 140.352 134.457 595.844 182.895 412.949 400.11 352.187 367.837 1166.39 93.8786 273.958 53.4163 80.1519 334.175 296.657 145.939 63.5892 47.9222 1096.29 111.224 100.332 31.4763 58.0408 119.306 93.9857 220.542 35.6913 internal_count=11476 10256 6789 1220 1183 3467 1290 2177 2116 1860 1683 5106 394 1289 258 336 1773 1608 880 365 256 4809 572 522 160 373 925 756 1031 159 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=5 9 5 13 12 3 14 27 28 15 18 22 9 2 14 9 20 9 6 13 20 20 14 15 2 18 22 18 10 20 split_gain=76.5264 37.521 17.684 15.5958 9.0241 9.04569 8.18866 9.46329 7.23995 7.20484 7.62326 12.9162 7.60517 7.36904 9.2295 6.82022 12.0129 7.95452 6.20691 6.1853 8.20669 6.09375 5.63149 5.44513 4.92212 6.21391 4.75863 9.66324 7.2275 7.43959 threshold=83.833332061767592 13.274305343627931 49.166666030883796 0.61250001192092907 37.488883972167976 28.166500091552738 1.5469896793365481 3.413345575332642 0.98621293902397167 -9.7499999999999982 1955.1062622070315 12608.403808593752 1.6711711287498476 58123.742187500007 1.5469896793365481 14.755952358245851 1284.8969726562502 13.685855388641359 31.037273406982425 -1.0000000180025095e-35 181.447624206543 29092.626953125004 1.0313264131546023 0.056349206715822227 6273.8732910156259 483.67169189453131 4653.8664550781259 267.24331665039068 8.562232971191408 168.68965148925784 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 5 15 7 22 -2 -1 12 13 -11 14 -12 16 -3 -18 -6 20 -8 26 -4 -14 -24 -26 28 -28 29 -21 right_child=8 2 6 -5 18 -7 19 -9 -10 10 11 -13 23 -15 -16 -17 17 -19 -20 21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0097811766107875151 -0.0054670758353994268 -0.0067336417160205149 0.010970889643546497 -0.0028440426273047626 0.0030649825633695203 -0.024918902634203804 0.045456891917368243 0.022756242984504356 0.031159004506715712 -0.0062982192091629386 -0.018330920581391033 -0.01431390808618789 -0.024096128107056317 0.024216611800442399 0.018910157561677462 -0.0014892656897070391 0.0052588655267404348 0.031532690738465055 0.031579462459493723 -0.016994279069218143 0.013268937833732229 0.029423257870479613 1.7665451848213238e-05 -0.01288219447621341 -0.032055721901936368 -0.0063740312603330846 -0.01672330553372639 0.0064813806505826001 0.020714847823653831 0.0080365742623555621 leaf_weight=13.347842760384081 5.2006477341055861 28.660983934998512 18.660330325365067 369.73310404270887 14.903933927416803 14.219296857714651 8.4200933799147588 13.798623487353323 73.578122697770596 54.587808102369308 14.166060835123064 64.498493276536465 90.670395769178867 14.799557015299795 10.376336202025412 954.27913141995668 20.544761285185814 20.942040279507637 12.746347971260546 11.817553013563154 46.489798232913017 10.547615617513655 39.411243125796318 68.345481775701046 12.876718759536741 24.82946215569973 22.057325124740601 60.323806248605251 37.267771169543266 111.66739684343338 leaf_count=60 44 139 79 1778 65 106 43 69 790 333 78 385 728 73 52 4144 87 92 72 55 232 57 163 434 57 105 104 312 209 531 internal_value=-0.000307882 -0.00135523 0.00134537 -0.007078 -0.000705144 -0.00115544 0.00657404 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8.00777 7.06877 9.7864 6.5684 8.92155 5.89976 5.6828 5.55455 threshold=84.500000000000014 10.500000000000002 49.166666030883796 54.532035827636726 7.7066280841827401 0.095454547554254546 29220.867187500004 12608.403808593752 7769.5739746093759 0.09723310545086862 37.488883972167976 5.3916666507720956 23.003502845764164 5020.3923339843759 99955.308593750015 1.7827028036117556 1.1905755996704104 1.1742423772811892 59112.337890625007 42319.390625000007 14.264290332794191 5453.5458984375009 0.85355338454246532 4.6673231124877939 1.6674999594688418 6.3373360633850107 4.5018334388732919 47.500000000000007 3883.060668945313 3.3973027467727666 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 11 6 -6 7 8 -1 -4 14 -2 -7 -9 18 16 -16 -17 19 20 21 25 -23 -22 -25 26 28 29 -3 -24 right_child=3 2 9 -5 5 12 -8 13 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21 23 22 27 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0054618592445120403 -0.002668787677716247 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10.077159807085989 147.28395396471024 14.614436224102972 47.80191907286644 21.210312739014626 78.220770388841629 13.298268303275107 19.473360404372215 44.832856014370918 16.800860688090324 14.191900134086607 13.180047094821928 98.780547946691513 leaf_count=1773 45 2165 519 34 925 189 61 119 87 1394 78 903 176 137 56 376 108 47 636 63 203 91 350 54 80 187 70 58 56 436 internal_value=-0.000299343 -0.00143766 0.000856294 0.0255372 -0.00754829 -0.0134881 -0.00494624 -0.00574018 -0.0041441 0.00619147 -0.000996046 0.0284491 -0.00423963 -0.0175646 -0.00130356 -0.00748762 0.00729899 -0.0131404 -0.000622231 -0.00155591 -0.0012261 -0.00207222 -0.00724231 0.0070938 0.0178256 -0.000178467 -0.00110271 -0.00918245 -0.000405208 -0.00769023 internal_weight=2257.37 2162.11 1571.98 95.2593 590.129 179.768 410.362 397.483 350.211 405.126 1166.86 89.8902 63.2559 47.2721 1148.76 114.005 31.5297 82.475 1034.75 887.471 872.856 792.283 212.404 80.5735 32.7716 579.879 535.047 191.193 518.246 177.001 internal_count=11476 10494 7027 982 3467 1290 2177 2116 1860 1913 5114 948 365 256 5036 587 164 423 4449 3813 3750 3413 935 337 134 2478 2291 844 2221 786 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=5 9 5 13 26 12 3 28 15 18 28 9 18 21 9 20 9 6 26 19 10 25 27 14 14 23 13 11 10 8 split_gain=70.8331 33.9421 15.6662 14.6111 8.42097 8.12522 8.42659 7.23948 6.86238 7.30082 8.04332 7.46738 6.54073 8.23164 6.33158 11.1831 7.44697 5.99095 5.70696 6.02468 5.30919 6.25848 6.84196 4.69334 4.60917 4.5896 4.44675 7.68173 7.09993 6.10663 threshold=83.833332061767592 13.274305343627931 49.166666030883796 0.61250001192092907 0.09723310545086862 37.488883972167976 28.166500091552738 0.98621293902397167 -9.7499999999999982 1955.1062622070315 4.7978205680847177 1.6711711287498476 13815.500976562502 46724.498046875007 14.755952358245851 1284.8969726562502 13.685855388641359 31.037273406982425 0.69212147593498241 56709.126953125007 1.5281967520713808 1.1281250119209292 1.4100526571273806 1.4801687598228457 1.9296330809593203 35.146333694458015 7.5277776718139657 9.166666507720949 20.85512733459473 18.253993034362797 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 8 20 6 14 -2 -1 11 23 -10 13 -12 15 -3 -17 -7 -13 -20 -4 -22 -23 -11 -15 -21 28 -28 29 -16 right_child=7 2 4 -5 -6 17 -8 -9 9 10 12 18 -14 24 26 16 -18 -19 19 25 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0097001690832394342 -0.0060705703259265175 -0.0065154251040349144 0.0057256517683929725 -0.0026565367097289433 0.0089893752664455158 0.0026038700208890421 -0.02432125803136994 0.030836806024396965 -0.0058634750298199546 -0.0014946944764551418 -0.021905787315515794 -0.0018099682206700772 -0.021471065272140377 -0.0027243348353189673 -0.002350691832888387 0.0050092980229280637 0.030381638775164574 0.030775425348593188 -0.038387611710040015 -0.014254455795273442 0.0060665279323344314 -0.02735394641817071 -0.0019329452887140294 0.024293423498328529 0.022058912105661157 -0.026265830002844534 0.020539391766156836 0.00068362180347167247 0.020372851108552654 -0.024152718254412654 leaf_weight=13.342117905616758 5.1333222240209571 28.566955558955669 62.863971248269081 368.72082586586475 292.96259097754955 14.851146355271341 13.838029772043226 70.140381835401058 54.043024778366089 16.581156671047214 14.806699842214583 15.969913050532339 30.467071078717709 20.835068330168728 766.61579716950655 20.562277659773827 21.089199617505074 12.5224087908864 15.483301870524881 80.131700091063976 21.823377519845963 18.238363578915596 19.953819200396538 10.295417994260786 9.9931446313858014 44.547170467674732 19.988179072737694 142.93200358748436 12.213130451738833 11.739520706236361 leaf_count=60 44 139 272 1778 1496 65 106 790 333 86 81 90 207 115 3364 87 92 72 83 597 89 75 84 50 49 392 83 594 52 51 internal_value=-0.000291105 -0.00128085 0.00128648 -0.00674907 0.00622452 -0.000641786 -0.00106743 0.0283199 -0.0113709 -0.0122686 -0.00572458 -0.015475 -0.0107072 -0.00352091 -0.000753091 0.00794095 0.017856 0.0154913 -0.0188019 -0.0207379 -0.000367283 -0.0067494 -0.0140725 0.00838378 0.0053093 -0.0185461 -0.00139335 0.00311967 -0.00232339 -0.00267952 internal_weight=2251.25 2175.98 1480.76 695.217 415.842 1064.92 1037.55 75.2737 326.496 313.154 102.979 210.175 76.102 45.6349 1023.71 70.2184 41.6515 27.3736 156.132 140.162 122.88 60.0156 38.1922 26.8766 30.8282 124.679 953.489 162.92 790.568 778.355 internal_count=11476 10642 6721 3921 2016 4705 4568 834 2143 2083 588 1495 452 245 4462 318 179 137 1162 1072 520 248 159 136 164 989 4144 677 3467 3415 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=0 9 24 12 14 11 13 3 5 9 21 27 13 23 13 11 11 14 19 14 26 26 14 20 27 26 14 18 8 26 split_gain=69.7901 37.911 13.8098 10.5932 8.38894 7.6448 7.2419 7.19201 9.17649 6.4416 6.38332 8.03017 8.10759 6.43759 6.06359 9.6917 5.9465 9.30782 5.65733 5.06974 9.14671 8.89218 7.54621 6.76423 8.18378 6.63077 8.72783 6.07182 5.91621 5.20645 threshold=88.500000000000014 28.414285659790043 34.288499832153327 54.532035827636726 4.4704413414001474 2.4166666269302373 4.5227272510528573 1.1510000228881838 25.166666984558109 78.170288085937514 37703.982421875007 5.7689161300659189 3.6181818246841435 4.0041666030883798 10.387499809265138 18.416666984558109 1.5833333134651186 2.0036580562591557 18791.165039062504 10.404144287109377 4.5366950035095224 26.111692428588871 8.87121629714966 33099.046875000007 7.8851306438446054 33.092088699340827 3.4089891910552983 2932.8295898437505 0.59946590662002575 4.2593052387237558 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 9 16 7 -6 -9 -3 11 12 -7 -12 -8 -16 19 -18 -13 20 22 -22 29 24 -21 26 28 -26 -23 -1 right_child=3 4 -4 -5 6 10 14 8 -10 -11 13 18 -14 -15 15 -17 17 -19 -20 23 21 25 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0027921113933163928 0.031172645774616977 0.0010700286333303797 -0.016494021427361505 -0.012480664798536722 -0.0032614374385456168 0.022887480953091881 -0.0028163398388054536 -0.005044769603777882 0.015958902194920493 0.017964669725976448 0.015704763869376415 -0.034261886426725952 -0.0044565929187601059 0.0015177636820982437 0.020938996691720283 -0.0080255170757827753 0.0079427977583226301 -0.021731107583718722 -0.0078607814591853606 -0.0054766379842166157 -0.014164126105214659 0.0098056004318541074 -0.025105375943414575 -0.01294442640008055 0.0088465296148764472 -0.021313661377962995 0.029858422185769042 0.037147000191481434 -0.014901489277056817 0.017186028344236961 leaf_weight=586.27410212904215 72.15368140488863 567.12398034334183 77.040302447974682 5.3758182227611533 26.882493257522583 12.334384784102438 82.055901013314724 21.313915766775608 153.88609400391579 21.065776899456978 36.75430803000927 11.50600226223469 46.740492150187492 132.78155955672264 29.748371370136738 15.983151644468306 12.557759478688238 39.244075812399387 20.006126597523689 19.226026065647602 145.54283825308084 18.188925892114639 13.460872262716292 15.821956589817999 17.617482155561451 10.665925979614256 9.906429745256899 11.135631769895552 16.759683132171631 11.980055972933767 leaf_count=2879 839 2453 574 35 113 52 374 104 740 154 152 49 194 580 148 80 65 192 89 84 938 112 57 73 87 65 53 49 128 63 internal_value=0.000174725 -0.000818394 -0.00418516 0.0281458 0.0038227 -0.00338729 0.00765206 0.0111868 0.0134037 0.0016751 0.00115817 -0.00527097 0.00125264 0.00459342 0.00206226 0.0108159 -0.00466088 -0.0145376 -0.0175006 -0.00407721 -0.00471643 -0.0102675 -0.00289186 0.0040659 0.00967535 -5.27814e-05 0.00500277 0.0198069 -0.00204274 -0.00239205 internal_weight=2261.13 2183.6 1265.54 77.5295 918.06 1188.5 329.87 202.083 175.2 588.19 260.123 90.587 59.0749 169.536 127.787 45.7315 928.382 51.8018 31.5121 876.58 812.779 201.064 611.715 63.8011 47.9791 55.521 44.855 28.7531 34.9486 598.254 internal_count=11575 10701 6535 874 4166 5961 1559 957 844 2607 1116 384 246 732 602 228 4845 257 138 4588 4295 1296 2999 293 220 358 293 136 240 2942 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=0 9 24 12 18 11 14 13 16 22 3 9 1 18 6 8 17 24 11 11 8 15 22 13 24 21 9 13 8 13 split_gain=67.2083 35.7446 13.3958 10.3486 9.77698 11.548 7.92617 6.84995 10.1345 7.16246 6.43785 6.14621 5.84097 5.75929 8.6232 6.44398 5.64183 5.25487 5.15954 7.43354 6.28109 8.23456 6.04227 11.4814 8.36184 5.59634 6.25811 10.77 5.95817 5.35225 threshold=88.500000000000014 28.414285659790043 49.800859451293952 54.532035827636726 146.6007995605469 -1.0000000180025095e-35 4.4704413414001474 4.5227272510528573 20.1225118637085 3883.060668945313 1.1510000228881838 78.170288085937514 1.0000000180025095e-35 2156.130737304688 1.0773502588272097 14.833500385284426 6289.7644042968759 34.288499832153327 2.5833333730697636 1.4166666865348818 13.54342031478882 4.2111110687255868 19564.818359375004 -0.76388889551162709 0.10312687978148462 36553.820312500007 19.379807472229007 3.6181818246841435 5.6016757488250741 2.8452380895614628 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 17 11 8 9 -8 -11 -3 16 14 -12 -15 -9 -1 19 20 21 22 29 -24 -25 26 28 -28 -20 -6 right_child=3 6 -4 -5 18 -7 7 12 -10 10 13 -13 -14 15 -16 -17 -18 -19 25 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.013577799717352526 0.031020622422151565 0.0010379861551175749 -0.030413555113956582 -0.012015338837172641 -0.0020520750782343569 -0.0036531112945478875 0.014975184794787294 -0.026168451562019225 0.027237659604627821 -0.016679671518872431 0.011748768600805393 0.017634201134284152 0.0058519230403389312 0.020955600139528224 -0.015458464442264347 -0.0061704284806436459 -9.0928507407677474e-05 -0.03381466978811383 -0.004507702426312806 -0.015931702326289592 0.01285323078559788 -0.027128421324507695 0.018412003379569299 0.010698568410728273 -0.01700088777839023 0.0046411984031498729 0.026344161895415837 -0.0060746535824068399 -0.031461299078847663 0.017385229187001638 leaf_weight=103.39348381757736 70.359198898077011 567.09256330132484 17.135876469314098 5.4158674776554099 516.98292146623135 175.61832877993584 76.328319668769836 11.144366398453711 29.171585597097874 13.336371913552282 20.721648901700974 20.820488154888153 93.88306288421154 29.987439207732677 21.221780814230442 10.692033626139162 22.626437626779079 13.000340282917021 17.71182602643967 41.078656122088432 22.34875376522541 12.819222465157507 11.565982855856417 11.271241188049315 75.57929390668869 166.5066564977169 11.987092658877371 39.994116798043251 12.654802754521368 13.072286680340765 leaf_count=738 839 2453 117 35 2477 1085 356 48 139 56 100 154 445 144 111 51 109 134 78 194 97 53 65 49 412 709 51 166 56 54 internal_value=0.000170028 -0.00079551 -0.00406937 0.0279447 -0.00370695 -0.00850996 0.00371252 0.00744026 0.0108855 0.00811673 0.00266136 0.00162573 0.00200314 0.00578324 -0.00201706 0.0138259 -0.00869651 -0.0158381 -0.00223613 -0.00354746 -0.00278089 -0.00332574 -0.00284022 -0.00966683 -0.0134061 0.00147738 -0.00491982 0.00140127 -0.0157402 -0.00157271 internal_weight=2255.52 2179.75 1262.72 75.7751 1245.59 292.012 917.026 329.113 201.459 172.288 95.9593 587.913 127.654 82.6229 41.9434 40.6795 33.7708 116.394 953.573 704.718 663.64 641.291 628.472 98.4165 86.8505 248.854 82.3478 51.9812 30.3666 530.055 internal_count=11575 10701 6535 874 6418 1957 4166 1559 957 818 462 2607 602 406 211 195 157 872 4461 3401 3207 3110 3057 526 461 1060 351 217 134 2531 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=0 9 24 12 18 11 14 13 3 5 15 9 13 11 8 20 26 10 8 22 13 24 12 22 26 26 20 10 28 9 split_gain=64.722 33.7008 12.8533 11.1286 9.28533 11.0716 7.48411 6.47315 6.52919 8.57615 8.39619 5.86333 5.71132 9.25463 5.23309 10.4659 6.18524 6.92447 4.94041 6.05916 10.687 9.43982 7.87447 10.1414 6.9802 9.29267 7.38994 5.33063 5.11922 6.15649 threshold=88.500000000000014 28.414285659790043 49.800859451293952 57.665687561035163 146.6007995605469 -1.0000000180025095e-35 4.4704413414001474 4.5227272510528573 1.1510000228881838 25.166666984558109 -0.082207206636667238 78.170288085937514 10.387499809265138 18.416666984558109 14.060879707336428 13595.471679687502 0.38444164395332342 0.54878199100494396 15.502150535583498 20124.336914062504 -0.76388889551162709 0.088926013559103026 4.6006889343261728 25259.030273437504 21.239660263061527 11.492183208465578 16187.950195312502 9.7885775566101092 15.073123455047609 11.337121009826662 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 14 11 8 -8 -10 -11 -3 -9 -14 15 16 -1 -18 19 24 -21 -22 28 -24 25 -6 -26 -25 -23 -30 right_child=3 6 -4 -5 18 -7 7 12 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 22 23 27 26 -27 -28 -29 29 -31 leaf_value=0.0093575062791690488 0.030587429253381135 0.0010069019459066262 -0.029962254721038913 -0.019830336256063265 -0.0015776860453307236 -0.0035504552416776689 -0.0031721855824856505 -0.0027814589502436872 -0.0051208544008317126 0.029343060476151157 0.011701461640416745 0.017307540416534626 0.020446425394938839 -0.0078906968614145534 -0.042287932075545584 0.017942145203181672 0.0038921617469162601 -0.021779468000435651 0.0075760950641018537 0.01590835725742849 0.016413830835370489 -0.029664694929131583 -0.028567492178438611 0.014514592864177039 0.00011029075751282573 -0.026311116404016625 0.03489423912560214 -0.007371644279875674 -0.020664194493761778 0.0018527411306648624 leaf_weight=7.5794475525617591 69.885426044464111 567.06183903664351 16.876118369400501 4.1755810528993598 717.4353865981102 175.28039667010307 26.887263655662537 82.046717643737793 21.300719693303108 30.283493019640446 122.47610055655241 20.580715075135231 29.47106946259737 16.006232760846615 6.2194736897945395 8.5133588388562185 10.685225106775759 82.221909120678902 44.601735964417458 15.087088011205195 10.686476796865461 26.629390448331833 11.619528144598005 19.481258518993855 12.909356489777567 13.937027677893637 9.5735805258154851 20.613269075751305 33.766285613179207 16.157887347042561 leaf_count=36 847 2453 117 27 3298 1085 113 374 104 152 588 154 148 80 33 56 66 681 189 80 45 138 56 97 68 74 52 92 197 75 internal_value=0.000165464 -0.000773217 -0.00395686 0.0277449 -0.00360379 -0.00829888 0.00360505 0.00723185 0.0105868 0.0127122 0.0151988 0.00157779 0.00194527 0.0104729 -0.0155225 -0.0139953 -0.0167011 -0.018827 -0.00217184 -0.00265073 -0.00807242 -0.0106762 -0.0129331 -0.00388931 -0.00154287 -0.00204901 0.0149218 0.00326251 -0.0190425 -0.0133766 internal_weight=2250.05 2175.99 1259.87 74.061 1243 290.5 916.114 328.472 200.948 174.06 152.76 587.643 127.524 45.4773 115.219 109 100.487 92.9071 952.498 907.897 154.041 138.954 128.268 51.7141 753.855 731.372 22.4829 40.0945 76.5536 49.9242 internal_count=11575 10701 6535 874 6418 1957 4166 1559 957 844 740 2607 602 228 872 839 783 747 4461 4272 780 700 655 245 3492 3372 120 189 410 272 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=0 0 12 24 23 10 1 12 22 26 15 16 14 14 2 9 18 22 6 11 16 14 8 16 8 15 9 14 16 16 split_gain=62.3231 31.9677 11.2436 10.4349 9.83758 8.61105 6.37663 6.61984 6.45618 8.29095 8.54941 6.02379 7.23468 8.37076 11.3929 7.88617 6.70468 7.49237 6.20374 5.97939 5.87694 5.54538 16.1359 10.397 6.70079 7.22394 7.52966 6.53094 8.14656 5.85085 threshold=88.500000000000014 35.500000000000007 58.10040473937989 34.288499832153327 17.909000396728519 18.714653968811039 -4.4999999999999991 29.037328720092777 20749.488281250004 11.785973072052004 0.62678572535514843 1.0339469313621523 4.2633025646209726 9.2930002212524432 16220.449707031252 51.57948303222657 896.90469360351574 4206.6479492187509 0.64222851395607006 2.1666666269302373 6.6329655647277841 1.6763248443603518 1.1571011543273928 7.5000369548797616 0.70315632224082958 0.060661764815449722 13.685855388641359 5.4338304996490487 1.9816230535507204 2.3481965065002446 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 6 21 -3 8 11 10 -10 -8 -13 19 15 16 18 -18 -15 -14 -21 24 23 27 -1 26 -26 28 -23 -27 right_child=2 4 -4 -5 -6 -7 7 -9 9 -11 -12 12 13 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 29 -28 -29 -30 -31 leaf_value=-0.00070374391782964036 0.030438623605619487 0.019936065464104851 -0.020741588943089716 -0.014586732578589631 -0.023461316525796652 0.01488385680542321 0.018208511384952955 0.016110004165511727 0.011564104626023232 0.0097641157442132347 -0.016966225393243755 0.0014419168443544734 0.022391824043105656 0.00082701799304197372 0.015649841870131874 0.013160882122116543 0.021242875843505114 -0.0125836696359932 -0.024024238926896847 -0.01181356328023212 0.018024235772100355 0.034721178138750489 -0.0034400483025802233 -0.0012838932273522533 -0.027507340596116731 -0.0028819118315522385 -0.0083491872501361055 0.037060113952634019 0.0041931566510603115 -0.018773450676472708 leaf_weight=112.42084618657827 68.298268638551235 22.938677504658699 4.0947661250829688 73.196060940623283 11.615528285503386 23.936508752405643 26.694907434284687 37.940975464880466 11.96078312397003 24.899329207837582 45.08350345492363 428.08715736865997 49.34398464858532 13.755808033049105 46.808847591280937 20.978847399353981 12.013846978545191 11.56714905053377 26.374802887439728 11.137632980942728 12.733013182878492 10.801502913236616 837.26330541074276 43.775729164481163 34.725855968892574 115.42612332850695 39.425366424024105 12.888802424073218 28.959936089813709 25.4482132345438 leaf_count=624 848 119 26 571 51 108 117 183 63 110 199 1889 230 59 246 108 53 51 113 54 59 55 4068 182 262 629 193 53 132 120 internal_value=0.000160888 -0.0007517 0.0275437 -0.00356897 0.00394967 -0.00294141 0.00434651 0.00388768 0.00326224 -0.00467957 -0.0109841 0.00424902 0.00366014 0.00829877 0.00377222 -0.0027926 -0.00804574 0.00464999 -0.0155058 0.0164288 0.00410243 -0.00327974 -0.00210166 0.00951955 -0.00663895 -0.00974203 -0.0173212 0.018502 0.0124863 -0.00575264 internal_weight=2244.6 2172.2 72.393 1358.27 813.935 1285.07 802.319 779.381 741.44 81.9436 57.0443 659.496 632.801 204.714 131.499 84.6905 63.7116 23.581 40.1306 73.2146 23.8706 1261.14 933.689 96.426 327.446 215.026 74.1512 52.6502 39.7614 140.874 internal_count=11575 10701 874 6997 3704 6426 3653 3534 3351 372 262 2979 2862 973 630 384 276 104 172 343 113 6318 4490 422 1828 1204 455 240 187 749 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=5 9 24 6 11 26 6 21 28 23 28 8 3 11 11 15 15 10 25 21 13 14 22 20 8 5 13 26 22 22 split_gain=52.5178 31.7738 14.4006 10.638 7.62051 6.85312 6.45731 6.19577 7.29703 6.44038 5.41034 9.52749 5.90796 5.28536 6.41307 5.37779 6.96883 5.52913 5.30677 6.85769 4.68576 4.63823 4.5959 8.67165 6.82006 4.58916 7.67094 5.59588 5.30461 4.49798 threshold=83.833332061767592 31.389277458190922 28.897273063659672 2.9433757066726689 2.4166666269302373 1.003740191459656 2.5811814069747929 37703.982421875007 2.2470746040344243 4.0041666030883798 2.3344787359237675 18.253993034362797 1.3535000085830691 -9.833333492279051 -0.83333334326744068 -0.60208335518836964 -0.02105496451258659 8.9290218353271502 7.6606667041778573 43560.472656250007 -0.31666667759418482 3.9191641807556157 99.983306884765639 109.6626319885254 0.78011745214462291 19.416666984558109 -0.087121214717626558 31.188351631164554 35868.503906250007 28259.936523437504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 13 -2 22 8 -6 21 11 -5 -12 -1 18 -16 17 -17 -15 -20 -14 -9 -3 24 -24 26 -4 -28 -29 -23 right_child=5 3 25 10 7 -7 -8 9 -10 -11 12 -13 20 14 15 16 -18 -19 19 -21 -22 29 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.012984182597157116 -0.0047946288439735035 0.014867256739680389 -0.027160309936231142 0.010291761521939306 0.0089568392844290648 0.028405156879309522 -0.016051612260203872 0.0309900805628445 -0.0087356587489857886 0.0018719014030741353 -0.0015288718380627828 -0.020114186512803049 0.003700164462026324 -0.0045044762335645309 0.012288675244826444 -0.014382182555652162 -0.002732950430568263 0.0088324190129010684 -0.035324675666114899 -0.011421707272871331 0.028225887779975568 -0.00087108158298333956 0.00046927156081208313 0.0030413468220253674 -0.030792999131464587 -0.038364525655773238 -0.025758600855343632 -0.0068327385092227782 0.021155921563631139 0.022679144951164007 leaf_weight=16.285826630890369 6.1238198205828658 27.438273102045059 24.674558527767658 81.170021638274193 28.617483884096146 64.895008370280266 16.68263141810894 12.164045393466948 78.614919319748878 130.2005850225687 10.51950618624687 10.471274010837076 8.7035626173019391 62.096292831003666 19.409165270626545 78.111224047839642 738.28112407773733 10.471601970493792 14.084516078233717 46.354644238948822 36.051759697496891 17.371779203414921 12.738069862127306 605.84827732294798 12.388545095920561 7.331994265317916 10.836918987333773 31.273220792412758 7.5695323944091788 12.588359177112578 leaf_count=68 57 126 236 394 119 817 75 50 336 570 46 51 45 306 102 506 3699 55 82 314 242 72 53 2670 58 34 83 216 41 52 internal_value=0.000156677 -0.000674769 -0.00351238 0.00397283 -0.00272384 0.0255424 0.00238076 0.00164767 -0.004014 0.00517075 0.0112886 0.00681747 0.0187014 -0.00396442 -0.00424933 -0.00332055 -0.00368695 -0.0116379 -0.0106638 -0.016992 0.0234564 0.0153671 0.00284779 0.00232512 -0.0149444 -0.0157204 -0.0134875 -0.00669661 -0.00137841 0.00902402 internal_weight=2239.37 2168.35 1346.34 822.012 1264.65 71.0188 675.096 279.557 107.232 172.325 146.916 91.6413 55.2748 985.094 968.809 846.273 826.864 88.5828 122.535 60.4392 44.7553 42.1242 658.413 630.975 25.1266 81.6862 74.3542 49.6797 38.8428 29.9601 internal_count=11575 10701 6941 3760 6331 874 2982 1199 455 744 778 445 333 5132 5064 4362 4260 561 702 396 287 174 2907 2781 111 610 576 340 257 124 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=0 0 5 15 24 8 1 16 20 8 11 16 15 21 16 19 15 22 19 28 10 22 16 8 2 14 11 20 2 14 split_gain=67.067 21.8598 21.7618 13.6049 7.91153 13.8589 6.85238 6.60014 10.6707 6.30165 6.03029 6.01416 6.61366 6.40846 8.93065 7.92217 8.83179 8.32089 6.24935 5.53041 5.47046 9.35542 7.22953 7.16334 5.582 4.90413 4.83107 6.74243 8.86095 7.55642 threshold=60.500000000000007 88.500000000000014 12.833333492279055 0.89181286096572887 4.819927692413331 8.2033190727233904 -17.499999999999996 20.775485038757328 36004.306640625007 0.54112252593040477 -0.41666667163372034 1.1846386194229128 0.12310606241226198 3907.2775878906255 3.882880806922913 13726.214355468752 4.8875000476837167 4081.4599609375005 5998.2966308593759 30.463106155395511 2.9615839719772343 5850.8679199218759 2.743726491928101 0.65900281071662914 61751.447265625007 11.202779293060305 0.41666667163372045 2307.8400878906255 3365.477905273438 1.3795427680015566 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 6 -1 8 20 -8 -6 -2 18 -14 -15 -16 -17 -18 -13 -5 21 26 24 -22 -23 -12 27 28 29 -4 right_child=1 -3 7 19 10 -7 9 -9 -10 -11 25 12 13 14 15 16 17 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.014997992713798518 -0.01008828875866216 0.028256608804724508 -0.00056821920656556783 -0.0026314862661100552 -0.024510425191738697 0.018986099404411195 0.0053062080123308557 0.0090711409472487761 -0.017783269741102729 -0.012322221294951398 -0.013233512179304349 0.0042170317173771642 0.024612256299570371 -0.014598556483595829 -0.00083803192861362072 0.025542152177762092 0.01785042032645353 -0.0086729220198375114 0.027109997591924836 0.016345342585615177 0.024032285445773821 0.0022184703457220891 -0.033650021027449309 0.001217995957421566 -0.018031944975869303 0.012731486303355783 -0.0058366667562691254 0.01588886798132769 -0.0029105741978339311 0.024949511212567034 leaf_weight=10.24102760851383 14.307186774909495 66.702795371413231 20.645190626382828 261.12413187325001 45.921671532094479 17.614047817885876 20.685638546943665 69.477125391364098 31.097750514745712 155.01635956019163 115.01349671185017 15.881150871515272 16.9725207015872 18.095610700547695 54.676119066774845 33.901566565036774 22.015694238245487 20.611550964415073 33.098109304904938 14.593873813748358 12.603295043110846 23.739132538437843 12.672590300440786 719.67829463630915 25.31464259326458 6.9419298321008673 119.80526341497898 26.162551015615463 191.05000627040863 21.137319296598434 leaf_count=41 73 842 84 1267 416 85 112 307 139 970 848 77 84 93 277 193 129 113 215 71 55 99 54 3123 121 44 507 109 854 87 internal_value=-0.000146673 0.0131391 -0.00219613 -0.00667568 -0.0104233 -0.00644717 -0.00885642 8.04371e-05 -0.000438414 -0.0102468 -0.0152446 0.00874638 0.00999826 0.0071442 0.00515843 0.00788328 0.0141142 0.00502559 0.0196871 -0.00162703 2.14955e-05 -0.00262014 -0.0134503 0.00161065 -0.00823194 -0.0117555 -0.000855333 0.00144892 -0.000173646 0.0123409 internal_weight=2216.8 296.262 1920.54 647.152 371.434 203.557 185.943 1273.38 1203.91 175.702 167.877 229.56 215.252 166.273 149.301 131.205 76.5288 42.6272 48.9793 275.718 1172.81 440.527 61.7264 732.282 49.0538 121.955 378.8 258.995 232.833 41.7825 internal_count=11489 2096 9393 3854 2516 1208 1123 5539 5232 1082 1308 1254 1181 889 805 712 435 242 292 1338 5093 1915 274 3178 220 892 1641 1134 1025 171 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=0 0 24 14 13 20 0 11 18 14 10 10 10 15 26 13 28 15 12 8 10 15 10 10 17 7 1 20 20 5 split_gain=63.6267 21.4952 20.7536 12.2295 9.3394 9.01273 8.31978 5.80595 5.25264 5.79148 7.72062 8.8017 6.94661 6.23217 5.19356 5.45071 10.4708 9.92875 8.6174 8.85949 6.77471 6.85701 5.25454 6.13679 5.06533 8.93846 4.73982 5.41308 6.76597 5.20613 threshold=60.500000000000007 88.500000000000014 8.3342347145080584 24.259407043457035 6.6833331584930429 40239.332031250007 35.500000000000007 -0.41666667163372034 18091.270507812504 3.1472690105438237 3.4988597631454472 5.3034052848815927 1.1561383008956911 4.8875000476837167 0.027749378234148029 1.0416666865348818 10.545944213867189 3.7596154212951665 2.0408329963684086 10.04591751098633 16.977403640747074 0.82732918858528148 11.932812690734865 8.562232971191408 6647.1657714843759 65.845237731933608 4.5000000000000009 29546.952148437504 35561.404296875007 24.166666984558109 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 5 7 6 26 -4 9 10 12 -12 -2 -11 -8 20 17 22 -19 -20 21 -16 23 -17 25 -14 27 -1 -29 -28 right_child=1 -3 4 -5 -6 -7 14 -9 -10 13 11 -13 24 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.003768356300248266 -0.005416540155016197 0.028055937499021601 -0.02182419785186163 0.016633506790816741 0.010212112356626692 -0.025740594999178832 0.018642494291618912 -0.0097787440311845799 -0.011736967191917943 0.020358611391540497 -0.029464580886603021 0.0029066076813088885 0.021897426864931437 0.0048033674286917481 0.00031169184509599384 0.014056490520999368 -0.014783214217845703 0.0068610504921426283 -0.030156249491133741 0.0035413719941712139 0.020461017173335112 -0.011083352149176476 0.0024792292822234472 0.036073999068637258 0.022264291100585084 -0.01515050552924295 0.0060265477739149696 0.021065881253492312 -0.0072329242905148907 -0.0065161770251154823 leaf_weight=947.66814183443785 19.246051490306854 65.187453232705593 46.348466455936432 34.692919611930847 17.74067959189415 13.538717374205588 16.305632174015045 161.51409727334976 10.961757376790045 64.932898215949535 10.563213460147379 26.584332197904587 12.427600592374803 36.050794199109077 227.1729339659214 34.256335198879242 21.066376447677612 84.330036252737045 13.250584840774538 14.937897369265555 12.532197758555411 60.101560801267624 17.840589672327042 17.070783749222755 36.64152217656374 11.092494592070578 104.00198939442635 17.773001492023472 13.289668455719946 41.735229894518852 leaf_count=4682 98 842 403 156 75 60 68 1075 57 398 53 131 55 197 939 144 89 365 56 64 53 249 76 73 213 52 446 82 63 175 internal_value=-0.000142528 0.0128606 -0.00213446 -0.000994557 -0.0106814 -0.00136367 -0.00116284 -0.0124646 0.00852561 0.00954663 0.00499039 -0.00629841 0.0102714 0.0148054 0.00197956 0.00143893 0.00523812 0.00755958 0.00206104 -0.0122989 -0.00113039 -0.0020723 0.0165043 0.0213792 0.01529 0.00442496 -0.00261284 -0.00336443 0.00895869 0.00243465 internal_weight=2210.86 293.688 1917.17 1691.56 225.603 1656.87 1643.33 207.863 228.501 217.539 116.555 37.1475 79.4077 100.984 518.865 502.559 202.753 181.686 112.519 28.1885 299.807 287.274 69.1677 51.3271 60.1616 23.5201 1124.47 978.731 31.0627 145.737 internal_count=11489 2096 9393 7840 1553 7684 7624 1478 1254 1197 602 184 418 595 2176 2108 867 778 485 120 1241 1188 293 217 320 107 5448 4827 145 621 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=0 0 24 16 20 13 0 16 28 16 16 20 9 18 2 26 11 19 11 16 18 27 28 10 19 25 13 16 25 2 split_gain=60.3584 21.1234 19.707 10.2158 8.87688 8.85651 7.42114 6.51797 7.31814 6.34289 11.2399 7.32456 9.56845 13.0434 6.10008 6.0808 5.82557 6.5176 5.64224 5.52555 6.13901 5.50018 5.40994 12.6542 5.32961 8.0955 7.78025 5.89568 4.70375 4.54757 threshold=60.500000000000007 88.500000000000014 8.3342347145080584 20.775485038757328 40239.332031250007 6.6833331584930429 35.500000000000007 3.1596032381057744 20.968221664428714 1.9516135454177859 1.5850197076797488 5940.0625000000009 7.6536731719970712 678.05416870117199 10470.546875000002 0.4071879386901856 1.5833333134651186 7890.0095214843759 -0.41666667163372034 1.1846386194229128 18091.270507812504 20.30033111572266 6.8673686981201181 12.059032440185549 10445.003906250002 1.794333338737488 -0.17424242943525312 3.882880806922913 26.31733322143555 35790.511718750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 3 4 6 18 7 9 22 10 -1 12 -12 15 -5 -14 17 -11 -4 -2 24 -10 -9 29 25 -21 -26 -28 -23 -24 right_child=1 -3 5 14 -6 -7 -8 8 21 16 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 28 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.0065091701857065976 -0.0096979596413578478 0.027855616752009371 -0.021487791363254842 -0.00089642063920608377 -0.026099269057189952 0.0099049305113139245 0.0018125670785146765 -0.00087580173576709379 0.025265340896704878 0.0068781113661021192 0.044743818876873197 -0.013183809591726227 0.0078017135806778401 0.034617412578411229 0.019591457764692389 -0.025120438459998687 0.0054209161619539472 -0.017147817200109192 -0.0095380573124280148 0.019081882134603902 -0.012523660716736504 -0.011843236280677651 -0.025477898462986714 0.01428744601711991 0.035454757791956434 2.1859446463269988e-05 -0.003998263098104908 0.015706226850536457 0.016185363413738517 -0.0069417811541493003 leaf_weight=186.73603396117687 14.36513179540634 63.708955720067024 45.672177910804749 21.242093145847321 12.986075371503828 17.742121383547783 506.98617984354496 662.43714345246553 15.954926952719687 11.485648661851881 7.9720612764358512 10.158172279596327 12.067269623279577 10.850508525967596 34.036220833659172 8.6820216104388219 15.447788737714289 88.161674678325653 160.63561694324017 28.384798809885979 10.789548233151434 10.887154772877695 27.515222638845444 14.738045565783976 14.897897839546202 68.348704762756824 16.768107660114765 73.874260760843754 10.669843316078184 21.005975484848022 leaf_count=1012 73 842 403 91 58 75 2122 3036 69 52 53 51 56 50 157 57 74 491 1075 135 56 53 131 65 107 352 94 437 48 114 internal_value=-0.000138264 0.0125878 -0.00207395 -0.000965596 -0.0013945 -0.0104343 -0.00119668 -0.00256526 -0.00100835 -0.00594518 -0.00313387 0.00954037 0.0153737 0.00796416 0.0117185 -0.00597374 -0.0117211 -0.0143785 -0.0121835 0.00831091 0.0095251 0.0119126 -0.00167624 -0.0100583 0.0107012 0.0056147 0.0153633 0.0120611 0.00202979 -0.0174532 internal_weight=2205.21 291.137 1914.07 1690.02 1634.74 224.05 1621.76 1114.77 763.208 351.561 236.466 49.73 39.5719 31.5998 55.2783 20.7493 115.095 99.6473 206.308 227.428 213.063 37.5119 725.696 63.2592 202.274 96.7335 105.54 90.6424 21.557 48.5212 internal_count=11489 2096 9393 7840 7592 1553 7534 5412 3516 1896 1279 267 216 163 248 113 617 543 1478 1254 1181 170 3346 310 1125 487 638 531 101 245 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=0 0 7 15 22 26 15 15 9 15 12 10 11 14 14 15 17 14 9 10 22 10 16 16 16 15 21 16 19 15 split_gain=57.2443 20.7541 17.9079 14.7412 10.7933 9.33044 7.44712 7.15321 6.66248 6.15375 6.22185 7.02897 5.80876 6.72288 7.92293 8.40736 6.20464 5.96588 5.52371 5.40706 6.27472 5.42927 8.48997 9.15801 5.22224 6.30593 6.0832 8.0278 7.3876 8.44667 threshold=60.500000000000007 88.500000000000014 12.690476417541506 1.0000000180025095e-35 3063.651977539063 0.027749378234148029 -9.7499999999999982 0.040833333507180221 1.5055555701255801 0.98958334326744091 5.7298717498779306 7.0563604831695566 -0.83333334326744068 7.8862652778625497 2.7974551916122441 -0.18677325546741483 66018.179687500015 2.2314318418502812 31.389277458190922 1.0012300014495852 11065.825683593752 1.1692548394203188 5.2005603313446054 1.5279913544654848 1.1846386194229128 0.12310606241226198 3907.2775878906255 3.882880806922913 13726.214355468752 4.8875000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 3 4 8 -4 -6 -5 -1 -9 -11 -12 13 14 16 -16 17 -7 -17 20 -14 22 23 -21 -2 -26 -27 -28 -29 -30 right_child=1 -3 5 7 6 12 -8 9 -10 10 11 -13 19 -15 15 18 -18 -19 -20 21 -22 -23 -24 -25 25 26 27 28 29 -31 leaf_value=-0.0088975750993118743 -0.009373167547789189 0.027655525778964796 0.02099001897146225 0.019689540555047392 0.014515120840209844 -0.021013925764773438 -0.0098729438193202231 -0.0087730545163952501 -0.027623100714701428 -0.0027747709339784889 0.027069075561307322 -0.00131339471630492 -0.0027498242588419159 0.0032562508764463968 -0.034060362796736403 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78 62 3794 51 56 292 84 93 277 193 242 internal_value=-0.000134456 0.0123167 -0.00201564 -0.00609134 -0.0130701 5.38279e-05 -0.00713051 -0.00313711 -0.0216154 -0.00376092 -0.00125008 0.0112757 -0.000262656 -0.00580937 -0.0102717 -0.0190048 -0.00212539 -0.00774723 -0.0086152 0.000492281 -0.00428057 0.0014201 0.0118413 0.00353283 0.0080987 0.00928671 0.0064955 0.00455501 0.00717849 0.0132787 internal_weight=2199.55 288.701 1910.85 643.504 191.388 1267.35 112.908 452.117 78.4797 440.09 293.207 31.8174 1248.47 149.567 100.231 48.3734 51.8572 40.0906 28.6219 1098.91 178.855 920.053 42.8958 30.9152 226.434 212.018 164.222 147.555 129.371 75.0376 internal_count=11489 2096 9393 3815 1399 5578 695 2416 704 2338 1417 143 5495 726 488 253 235 174 144 4769 790 3979 185 134 1254 1181 889 805 712 435 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=5 27 5 15 22 26 12 15 28 19 24 21 28 27 14 10 23 6 20 17 20 27 27 25 14 11 26 15 10 22 split_gain=54.8602 19.2532 18.3934 11.9791 11.6388 7.90007 6.54129 6.45794 7.29727 11.0197 10.4611 9.45874 8.91514 6.08197 6.07322 7.99205 6.72414 7.22174 7.45605 6.51244 5.9237 8.41869 5.1116 6.21721 5.02645 4.78442 6.50972 5.96104 5.21456 5.76692 threshold=59.583333969116218 8.6047143936157244 12.833333492279055 1.0000000180025095e-35 3063.651977539063 0.027749378234148029 2.4130063056945805 0.040833333507180221 2.8689359426498418 46467.355468750007 1.592782258987427 55745.466796875007 29.173573493957523 72.674236297607436 29.478786468505863 22.754834175109867 25.123749732971195 16.230081558227543 39370.013671875007 62691.318359375007 5781.2587890625009 4.0776736736297616 16.811041831970218 20.565291404724125 10.404144287109377 -0.83333334326744068 2.739120721817017 -1.1020833253860471 1.0012300014495852 11065.825683593752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 13 -4 -6 -5 10 -10 -9 -11 22 -1 16 -16 17 18 25 -17 -19 -22 -13 -24 -8 26 27 -7 29 -27 right_child=1 -3 5 7 6 14 24 8 9 11 -12 12 -14 -15 15 19 -18 20 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.026619429850240045 0.0085517142687246261 0.02867147610049138 0.019264094238041585 0.017743605517516706 -0.0026613279129133211 0.0085409358769685216 -0.025125182335095614 -0.0016875198784621097 -0.027431929743001668 0.023254860834409724 0.030064211749948114 -0.025301177050549305 0.0064389445539788015 -0.0087805799868315559 0.026173716580243259 -0.013897103663098723 -0.023787191739964471 0.02890464548473775 -0.019384637153886875 0.018814627723945401 -0.018313654708626372 0.01366219007280973 0.012094011537539964 -0.011322016810036644 0.0041883746354278856 -0.0030595233577973753 0.014797515077181807 -0.011791530977860358 0.0011347499879606987 -0.024431804875707421 leaf_weight=54.51075379550457 217.51519821584225 53.293149709701538 19.180824160575867 12.843641266226767 98.714907579123974 15.261475831270216 23.589833997190002 225.50898107141256 23.754071488976479 9.6575194969773275 9.7421385124325734 19.552693761885166 32.643629923462868 25.131145656108856 18.029436081647873 13.457158900797369 11.071077853441237 12.354588203132151 19.06702683866024 9.2373330444097501 10.189235262572764 27.172188997268677 11.62665096670389 83.457086645066738 6.7770778387784949 161.85098864138126 11.789319403469561 86.706915065646172 858.11812363564968 12.220747128129004 leaf_count=546 1282 701 85 82 570 68 186 1089 137 54 48 136 188 179 82 61 57 59 86 66 46 118 70 521 48 707 54 390 3711 62 internal_value=-0.000130759 0.0125111 -0.00191087 -0.00607731 -0.0119715 0.000155041 -0.006407 -0.00320815 -0.0038551 -0.0083891 -0.000372628 -0.00550678 -0.00739275 -0.0209903 -0.000134355 0.0112631 -0.000513005 -0.000300884 -0.000778726 -0.000582456 0.0108966 0.00494171 -0.0113314 -0.00845875 -0.0185832 -0.000469149 -0.00630821 -0.0087484 0.000174375 -0.00455997 internal_weight=2194.02 270.808 1923.22 637.51 208.724 1285.71 129.082 428.786 415.943 180.692 235.251 156.938 147.28 79.6419 1266.53 40.7239 1225.8 1214.73 1165.01 22.6945 49.716 37.3614 114.636 95.0837 30.3669 1145.95 113.758 101.968 1032.19 174.072 internal_count=11489 1983 9506 3854 1529 5652 804 2325 2243 1106 1137 969 915 725 5567 209 5358 5301 5078 127 223 164 727 591 234 4992 512 458 4480 769 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=0 0 23 24 16 28 8 27 15 0 16 8 15 22 8 19 5 7 9 10 11 21 19 18 19 19 22 15 18 14 split_gain=56.0623 24.333 9.56249 9.31193 9.44577 8.33871 7.89244 8.37593 6.68357 11.7791 10.422 6.40628 5.87513 4.99216 11.0933 5.42352 11.0368 10.0473 5.4794 5.95325 8.33428 7.35954 6.79551 6.69754 5.38337 10.4957 10.3798 10.1696 8.10883 7.9286 threshold=88.500000000000014 35.500000000000007 2.3922500610351567 34.288499832153327 16.745480537414554 24.428899765014652 1.1714165210723879 3.413345575332642 -0.02105496451258659 30.500000000000004 3.7576845884323125 2.0916482210159306 -0.082207206636667238 5692.9716796875009 13.006407260894777 16765.527343750004 43.166666030883796 42.113094329833991 41.442220687866218 1.8300139904022219 3.1666666269302373 3227.623168945313 3693.348510742188 123.80062484741212 47649.619140625007 29897.153320312504 9913.6445312500018 0.60208335518836986 3007.101196289063 1.1661242842674258 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 8 6 7 -4 9 10 -1 -12 -8 14 15 16 17 -3 -18 -20 22 -22 23 -21 25 29 -27 28 -26 -15 right_child=-2 2 5 -5 -6 -7 12 -9 -10 -11 11 -13 -14 24 -16 -17 18 -19 19 20 21 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.018461444375026205 0.028367381207613545 -0.0036933218335338642 -0.022930323712274204 -0.014270817779717421 0.01041737795053338 -0.015698112870234437 0.033557200803272277 0.0134515472233507 -0.0021613891624749091 0.01420207295323116 0.014803088536802195 -0.0069744328253167264 0.012362394925330294 0.02227219874759229 0.029890302641649456 0.010101432199118229 0.018464465992415711 -0.031702653257840933 0.0093638000425221544 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-0.000809007 0.00334608 -0.00329225 -0.00271763 0.00983285 0.0116403 -0.0046395 -0.00323031 -0.00786188 -0.00997081 -0.00465842 0.014513 0.00167504 0.00346071 0.00259427 0.00105404 -0.00756266 0.00434505 0.00296711 -0.000659939 0.0107196 -0.00513269 0.00213466 -0.00231038 -0.0054036 -0.0178194 0.00570805 0.0159303 -6.36601e-06 internal_weight=2183.44 2122.46 793.963 1328.5 1262.42 162.634 151.882 22.7813 1215 227.83 207.953 127.918 129.1 631.329 435.986 422.147 350.281 96.8093 253.471 230.934 147.371 41.5812 105.79 55.2847 195.343 140.964 42.7113 54.3788 33.5499 98.2529 internal_count=11468 10605 3652 6953 6408 915 867 132 6201 1330 1244 690 735 2737 1891 1822 1497 400 1097 1003 647 189 458 234 846 603 180 243 150 423 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=0 0 23 24 16 26 15 8 27 15 0 16 12 8 26 16 22 8 17 18 18 12 12 19 5 7 9 16 2 25 split_gain=54.0187 22.9431 9.06707 8.88471 8.8911 7.91901 8.0274 7.39627 7.8373 6.34126 11.1173 10.0064 6.18493 6.01792 5.30706 4.72157 4.58946 11.7269 8.20727 8.03536 6.34988 7.14695 8.50062 5.82706 10.094 9.21047 6.93199 5.34653 5.32295 4.90562 threshold=88.500000000000014 35.500000000000007 2.3922500610351567 34.288499832153327 16.745480537414554 25.240378379821781 -0.051956815645098679 1.1714165210723879 3.413345575332642 -0.02105496451258659 30.500000000000004 3.7576845884323125 54.532035827636726 2.0916482210159306 0.027749378234148029 21.929860115051273 4653.8664550781259 13.006407260894777 61703.486328125007 4836.8608398437509 1662.398376464844 5.6123092174530038 1.4708693623542788 16765.527343750004 43.166666030883796 42.113094329833991 41.442220687866218 9.344424247741701 20794.352539062504 1.7034444212913515 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 9 6 -4 8 -8 10 11 -1 -2 -13 -3 -6 17 23 20 -20 -18 22 -22 24 25 27 -26 29 -25 -16 right_child=12 2 5 -5 15 -7 7 -9 -10 -11 -12 13 -14 -15 16 -17 18 -19 19 -21 21 -23 -24 28 26 -27 -28 -29 -30 -31 leaf_value=-0.018100532144183449 0.030801185199696254 0.017361222632107504 0.030962145053512202 -0.013976207293246235 0.019767161578975047 -0.014871807092893484 -0.027159065411211481 0.011883691090729747 0.010494147978858765 -0.0020981458468700091 0.013735205994130053 0.014266210046379742 -0.0075580043907235699 -0.0067838666355391972 -0.0048897122071790856 0.00083503313007070692 -0.00075768941212287519 0.032935194654280339 -0.006011753580332296 0.024245890813385764 -0.021936818422363225 -0.030053494444100128 0.0039437109009412968 0.018707165968900867 0.021081784737005997 -0.030774670758690018 0.0023442385946573735 -0.022098501447058182 0.0010302701674161534 0.014392619774588004 leaf_weight=79.194974809885025 55.488156639039516 18.720151394605637 16.758675739169121 65.452970124781132 23.21887368708849 11.09686243534088 9.7435400784015673 114.06895285099745 10.165970481932161 986.43067154288292 19.934839114546776 13.691017657518385 4.0598056316375724 114.00406005978584 54.645040601491928 24.225617930293083 110.5443973839283 11.44204270839691 13.745089083909987 18.572379603981972 19.541166067123413 15.939851000905035 27.49110335111618 33.396228775382042 19.345582321286201 13.363784223794935 218.11196568608284 12.370149001479147 28.343122147023678 15.17133681476116 leaf_count=554 834 82 119 545 102 48 46 633 69 4871 86 76 29 614 226 105 470 59 61 90 82 73 118 149 81 55 945 51 132 63 internal_value=5.96106e-06 -0.000786052 0.00325212 -0.00319947 -0.00263997 0.00958681 0.0113874 0.00893888 -0.007933 -0.00313817 -0.00766111 -0.00972275 0.028186 -0.00452695 0.00162679 0.0101002 0.00114552 0.00299484 -0.00250391 0.0113769 -0.0050892 -0.012693 -0.00680924 0.00212699 0.000557569 -0.00767628 0.00387078 -0.00392041 0.0105921 -0.000699596 internal_weight=2178.28 2118.73 792.577 1326.15 1260.7 161.834 150.737 133.978 19.9095 1213.26 226.825 206.89 59.548 127.695 630.743 47.4445 612.023 406.189 205.834 32.3175 173.517 62.9721 47.0323 394.747 333.008 95.5503 237.458 82.1865 61.7394 69.8164 internal_count=11468 10605 3652 6953 6408 915 867 748 115 6201 1330 1244 863 690 2737 207 2655 1761 894 151 743 273 200 1702 1421 395 1026 340 281 289 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=9 9 24 23 15 22 13 12 20 8 7 5 3 22 10 25 8 19 8 24 8 20 24 20 27 28 22 3 21 3 split_gain=48.2507 21.8548 11.6162 10.2303 9.3636 10.8446 9.00217 6.67229 6.91417 6.46116 5.39962 5.26701 5.54715 7.95667 5.4106 5.72023 7.45032 4.84701 5.37611 6.89274 6.06651 7.13302 6.34352 5.92443 6.22667 4.8251 4.77698 5.40668 7.49051 5.94348 threshold=79.072917938232436 31.389277458190922 49.800859451293952 5.9915001392364511 -0.02105496451258659 1.0000000180025095e-35 -0.31666667759418482 16.276255607604984 35561.404296875007 21.244976043701175 77.541667938232436 60.833333969116218 2.3904999494552617 13298.426757812502 19.591880798339847 2.5722501277923588 13.789680957794191 5523.5563964843759 9.3539404869079608 0.082849748432636275 5.2292156219482431 8782.0078125000018 4.4174139499664316 23258.301757812504 12.85092353820801 6.355860948562623 17284.866210937504 5.0659999847412118 10278.599121093752 74.000000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 -1 -5 8 17 -9 11 12 14 -14 15 16 -3 -6 20 -20 -19 -22 23 24 -23 26 27 28 -7 -29 right_child=-2 3 -4 6 7 25 -8 9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.024626019579913134 0.02606341557129007 0.001642717882186214 -0.02886275940050486 -0.010033688683894895 -0.01347390336000036 -0.010493607791127931 0.026499685073307796 0.014063375057349633 -0.016334569403813063 -0.0073899966649357968 -0.016346671960119429 0.0076351309167269725 0.0039333670936815704 -0.027501118768219753 0.017447480547642776 -0.01322254966217022 0.025568758411764113 -0.0012587123965010891 0.02401396353660111 0.00089075560281758536 -0.025236382707583025 -0.012263281797224334 0.013480170483875342 -0.026472316565873111 0.015231035259764002 0.0023735755248410245 -0.023242266735258824 -0.016519096041339401 0.016616670264855502 0.0011988372806575446 leaf_weight=32.158761784434319 62.128626339137554 506.18249166756868 15.609937302768229 7.7101593464612952 31.232044205069542 18.358995601534843 28.540917094796896 43.893732748925686 30.542494244873524 17.741378635168076 13.556672997772692 157.30230341106653 14.920634210109712 14.091257549822329 19.984888523817062 22.598889574408531 11.990671530365942 823.82151140272617 16.218900606036186 40.758975490927696 20.348128661513329 22.133138254284859 13.433115929365156 13.735582455992697 11.146861612796782 48.518845185637474 17.590101525187492 53.681836493313313 18.330889850854874 24.963283345103264 leaf_count=342 832 2147 118 43 136 87 258 190 154 80 80 830 68 66 93 97 56 4223 68 186 103 96 66 64 51 320 99 304 85 126 internal_value=6.14264e-06 -0.000760711 -0.00313757 0.00315922 -0.00282834 -0.00856972 0.0187295 -0.00169805 -0.0022754 0.00788812 0.00241715 0.00275765 0.00145673 -0.0113346 0.00211852 0.00155202 0.00219637 -0.00184289 -0.00146513 0.00747284 -0.00202809 -0.00987281 -0.00470115 -0.00989585 -0.00305429 -0.00572393 -0.00867959 -0.0064586 0.00305115 -0.0108951 internal_weight=2173.23 2111.1 1314.22 796.879 1298.61 213.603 36.2511 1085.01 1023.37 61.6351 760.628 747.071 589.769 29.0119 560.757 540.772 518.173 992.828 961.596 56.9779 904.618 80.7968 60.4487 47.0156 33.28 181.444 132.925 115.335 36.6899 78.6451 internal_count=11468 10636 6898 3738 6780 1363 301 5417 5147 270 3437 3357 2527 134 2393 2300 2203 4993 4857 254 4603 380 277 211 147 1021 701 602 172 430 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=0 0 23 13 22 14 0 16 28 15 8 27 12 15 10 15 26 15 16 16 17 26 11 16 27 22 8 17 18 18 split_gain=50.4525 20.3176 8.30994 7.51672 10.71 7.55589 7.84209 7.59521 7.40554 7.27336 7.2277 7.32135 6.20211 6.13236 6.1294 5.61952 5.02297 5.8841 5.55842 5.16098 8.23011 5.02289 4.95944 5.35366 5.61637 4.27531 10.9966 7.68187 7.62285 5.96392 threshold=88.500000000000014 35.500000000000007 2.3922500610351567 -0.10555555671453475 280.53874206542974 1.1360368728637698 16.500000000000004 12.753087997436525 24.428899765014652 0.39791667461395269 1.1714165210723879 3.413345575332642 54.532035827636726 -0.51848116517066944 12.225662231445314 -0.082207206636667238 0.09723310545086862 -0.02105496451258659 1.6803609132766726 1.0965946316719057 6492.9985351562509 0.027749378234148029 -2.1666666269302364 5.9604935646057138 2.9524583816528325 4653.8664550781259 13.006407260894777 61703.486328125007 4836.8608398437509 1662.398376464844 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 21 4 -1 -6 7 14 10 22 11 -4 -2 -5 -7 -12 19 18 -18 -15 -21 -3 -8 24 -24 26 -23 29 -29 -27 right_child=12 2 8 13 5 6 9 -9 -10 -11 15 -13 -14 16 -16 -17 17 -19 -20 20 -22 25 23 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0220198640500004 0.030600523981504365 0.016842358288357256 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39.188778139650822 12.076544716954233 16.69272281229496 394.20185735076666 22.659322500228882 16.038731247186661 12.534150391817091 110.46512222290039 11.208803191781042 13.743793837726114 18.408001743257046 63.035574302077293 leaf_count=403 834 82 54 53 64 724 61 98 48 53 95 78 29 53 54 640 65 4731 236 54 73 1702 102 70 59 470 59 61 90 273 internal_value=5.99772e-06 -0.0007454 0.0030606 -0.00302058 -0.00747295 -0.00502993 -0.00381107 -0.00793763 0.009158 0.00392759 0.0108881 -0.00472713 0.0278716 -0.00187092 -0.0106591 0.0136732 -0.00210467 -0.00251731 -0.0127729 0.00843362 0.0149817 0.00150808 0.00789454 0.0121752 0.018722 0.00103993 0.00282716 -0.00248331 0.0109857 -0.00497928 internal_weight=2168.64 2111.69 790.058 1321.64 271.228 232.227 221.015 144.149 160.339 76.8658 149.569 22.6396 56.9419 1050.41 124.676 126.93 1039.6 1000.43 47.9378 39.1726 28.7693 629.719 64.8773 51.2322 35.1935 611.063 405.411 205.652 32.1518 173.501 internal_count=11468 10605 3652 6953 1688 1285 1221 876 915 345 867 132 863 5265 778 735 5212 5032 301 180 127 2737 292 231 161 2655 1761 894 151 743 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=0 7 24 6 21 13 22 9 9 23 0 7 23 26 9 22 18 17 7 17 11 12 21 19 0 19 11 18 9 8 split_gain=48.6389 19.1754 10.0964 8.21468 8.29952 6.84896 8.13129 6.24274 6.16076 5.1299 5.15314 5.31541 5.59728 4.69607 5.34175 7.73266 6.80579 7.11161 9.17257 7.78403 5.8278 7.63674 6.18614 6.81727 6.27931 5.8227 5.5231 5.52129 7.34595 5.33928 threshold=88.500000000000014 32.348484039306648 49.800859451293952 15.916417121887209 4862.2722167968759 -0.087121214717626558 338.35804748535162 40.806249618530281 79.072917938232436 6.1435000896453866 29.500000000000004 77.541667938232436 1.9748333096504214 0.027749378234148029 56.973455429077156 252.71836853027347 123.80062484741212 3112.142211914063 47.522727966308601 3732.4584960937505 12.166666507720949 6.1775493621826181 47401.380859375007 29897.153320312504 56.500000000000007 11483.958984375002 1.0000000180025095e-35 72.410339355468764 43.107639312744148 2.0959911346435551 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -6 -2 9 10 -3 12 13 -12 16 -16 27 18 -18 -19 21 22 23 24 25 -21 29 -15 -29 -17 right_child=7 8 -4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 26 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.03057227437255515 -0.015448381547804991 -0.015444277652953149 -0.027750404789881444 0.0093572782165185376 -0.021049236844049028 -0.0018783357961159131 -0.0052370127928386368 0.030047747211866409 0.018650852788259776 0.019500777371582702 0.016387769236811813 -0.016087401364885102 0.0081802775085918645 0.0028798884616178578 0.02823450947079658 0.0053996966588252919 0.025917514399843879 -0.012367997949578163 0.00098209840680634668 -0.0043802236522207799 0.012121829879064761 -0.017828947010028778 0.013654488682428141 -0.011931468356287311 -0.013820688608024573 0.0089305421760840272 0.010039802653090972 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0.00178308 0.011869 0.000112082 0.0018351 5.39719e-05 0.00162901 -0.000435404 0.00235293 0.00462124 0.00392963 -0.00670201 -0.0114321 -0.0080726 internal_weight=2163.93 2108.35 1310.15 1295.53 1246.43 1236.57 225.71 55.5876 798.193 776.341 760.691 745.997 732.397 590.045 571.447 82.0408 489.406 379.768 53.9757 325.792 286.27 244.018 224.266 191.407 154.044 135.097 67.7813 109.638 73.4023 22.8658 internal_count=11468 10605 6905 6792 6578 6533 1463 863 3700 3511 3428 3365 3285 2545 2463 387 2076 1619 225 1394 1227 1033 944 806 650 563 321 457 306 107 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=9 5 15 19 11 21 2 19 15 23 8 22 15 25 16 2 8 8 28 22 10 10 28 7 16 15 27 23 8 19 split_gain=37.5834 18.9128 8.89163 9.47377 7.45248 6.5286 8.46978 7.78905 6.71849 6.62758 6.5193 6.82694 11.9301 6.42344 6.12067 6.0923 9.21299 7.31447 10.516 6.10236 6.01112 6.00893 5.9573 5.76572 5.56776 7.91361 7.11564 5.566 5.51073 5.4675 threshold=79.072917938232436 31.833333015441898 2.0104166269302373 26060.808593750004 1.8333333134651186 18603.751953125004 25099.569335937504 13909.622558593752 0.10471491143107416 9.3204998970031756 0.56253641843795787 2964.549438476563 0.084219858050346388 6.4171500205993661 3.8261053562164311 11886.262695312502 0.52463960647583019 4.5018334388732919 1.4024127125740053 1087.1160888671877 0.81744554638862621 11.323723793029787 0.7319982945919038 31.041666984558109 12.687832832336428 0.20227272808551791 34.012769699096687 4.7743334770202646 0.75485363602638256 59805.439453125007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 7 9 23 13 -7 -8 12 -12 -9 -14 16 -3 -18 22 -17 -2 -20 -19 -1 26 -26 27 -13 -21 -29 right_child=20 15 3 -5 -6 6 10 8 -10 -11 11 24 14 -15 -16 19 17 18 21 28 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.005342478678339725 -0.00036132476606795722 0.025184733768840568 -0.025669570678472163 0.0046096289654733169 -0.0023498907991472604 -0.0098012881187350808 0.0066268857127679149 0.019985863958704865 0.019512743866402338 -0.029336623453331379 -0.019524898052532769 -0.0010336037146033181 -0.0010011010833723833 -0.0075096862034363405 -0.027108942522945319 0.014779597384626589 -0.0027537850574206935 0.0076496961641861665 -0.019373247823041853 -0.0099924316867211829 0.027999090099829281 0.0022957294494363833 0.027656292307047387 0.016275527995243812 0.022491777645138017 -0.0081023465886026665 0.00025458593080009308 -0.0035744043930833322 0.0051292061510338754 -0.014896870672138511 leaf_weight=135.9930103123188 7.7955589182674876 13.257369592785833 16.822095707058907 221.37468653917313 46.227448612451553 62.41086545586586 43.913873940706253 10.704612538218496 29.341313108801842 20.851930469274521 73.853453077375889 77.956772416830063 86.116330295801163 26.770621478557587 8.9186189472675306 55.881454650312662 314.11771933734417 33.801567956805229 13.603013582527636 23.342368260025978 49.035791706293821 75.129146758466959 22.187788359820843 12.090815857052801 17.125494636595253 13.693619273602961 177.59476236253977 60.513150863349438 306.34847757965326 104.96234279125929 leaf_count=637 89 56 73 931 197 316 255 47 131 121 732 355 540 133 56 315 1351 161 60 102 726 341 108 52 94 64 930 336 1499 646 internal_value=3.53416e-05 -0.000614632 -0.00297277 0.00168765 -0.00857176 -0.0043495 -0.0056737 0.000259079 0.00876177 -0.0146936 -0.00454375 -0.00533401 -0.0104801 0.00034428 -0.00345121 0.0028146 0.000529586 -0.000182782 0.00539758 0.00561239 0.0241089 -0.00102622 0.015578 -0.0035774 -0.00341054 0.00889813 -0.00431153 -0.00764272 0.00405858 -0.0107563 internal_weight=2161.74 2104.9 1247.24 284.424 63.0495 962.812 747.911 214.9 66.8165 83.2628 664.648 620.735 168.888 37.4752 95.0349 857.669 472.097 458.839 144.722 385.572 56.8314 88.7322 55.9894 148.084 451.846 30.8191 421.027 243.432 329.691 165.475 internal_count=11454 10639 6646 1201 270 5445 4445 1000 311 437 4008 3753 1328 180 596 3993 2077 2021 670 1916 815 401 269 689 2425 158 2267 1337 1601 982 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=9 5 15 17 11 22 15 21 27 10 9 9 13 18 20 10 23 13 11 14 22 15 11 26 11 19 19 24 13 15 split_gain=36.0872 17.831 8.39542 9.90272 7.52864 6.21422 9.96905 6.91139 7.21493 8.03701 6.76083 6.57904 6.16521 9.11423 5.91733 5.9081 5.70983 6.91694 5.52763 5.48337 8.534 8.09572 7.77215 7.38785 6.85993 9.28923 6.83416 6.21816 5.54213 7.67863 threshold=79.072917938232436 31.833333015441898 2.0104166269302373 31288.967773437504 1.8333333134651186 386.28997802734381 0.091966174542903914 18603.751953125004 19.437106132507328 0.69906887412071239 11.753378391265871 7.0104167461395273 -1.4722222089767454 7232.0568847656259 31650.875000000004 0.81744554638862621 3.7031667232513432 5.2249999046325692 1.5833333134651186 4.077190876007081 4653.8664550781259 -0.51848116517066944 -1.0000000180025095e-35 10.73353147506714 13.833333492279055 32605.720703125004 74584.398437500015 0.081748243421316161 3.7638888359069829 5.190908908843995 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 -1 12 11 -10 14 -9 -7 18 -11 -2 17 -5 -14 -3 28 -22 27 26 25 -25 -24 -23 -21 -30 right_child=15 19 3 16 -6 7 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.016102699648902829 -0.00035038781761489421 0.0007613802691092146 -0.020036136067957067 0.030873953875897864 -0.00094838304625105986 -0.015320842991268497 -0.0024601034959132722 -0.022946196187830881 0.021967978238501922 -0.0022581296088117074 0.019351795252477745 -0.0067222648216339565 0.0035812163181310483 0.02927543402776946 -0.019693163147682661 0.027807975260726328 0.0031750348562827962 0.002506651430201665 -0.014727322867877915 0.016847335155543829 0.027093147933779149 -0.030983361905424892 -0.0042713915792684781 0.0035264556895602595 -0.0058363216992814073 0.037932099086383134 0.019370522067534004 -0.0039411942316420166 -0.010619513748101099 0.01057161808930087 leaf_weight=93.144770033657551 7.797690898180007 511.50719311460853 26.633721977472305 16.059722900390629 61.633709743618965 17.080674827098846 99.917358376085758 24.718251653015614 12.634460240602492 255.46379055082798 12.220559686422346 250.14513522386551 148.02634966373444 11.585322268307207 18.8094876781106 47.908690355718136 165.16560846567154 14.926056012511252 16.495203167200089 72.95594397187233 10.350258931517599 11.520191684365271 89.764360141009092 13.324136279523374 11.34929610788822 15.028604213148354 12.541804146021603 22.7963209412992 20.112180527299643 65.533922914415598 leaf_count=854 89 2226 114 65 261 80 616 136 65 1359 63 1335 686 54 125 726 701 60 72 361 59 49 440 64 62 79 82 114 96 361 internal_value=3.42238e-05 -0.000597534 -0.00289031 0.00163688 -0.0067079 -0.00423124 -0.00904211 -0.00302057 -0.0046725 -0.00144836 -0.00248103 -0.00818127 0.00188759 0.00355664 -0.00345381 0.0238664 0.005392 0.0172092 0.00174557 0.0027332 0.00565433 0.00130698 -0.00020667 0.00288954 0.0138737 0.0217635 -0.00137311 -0.0130194 0.0107712 0.00559533 internal_weight=2157.15 2101.44 1244.66 284.419 88.2674 960.241 193.062 767.179 573.992 299.128 286.494 274.863 193.188 176.107 274.273 55.7064 196.151 30.9858 164.522 856.784 345.277 186.675 176.325 142.008 39.702 28.3527 102.306 34.3165 158.602 85.6461 internal_count=11454 10639 6646 1201 375 5445 1470 3975 3083 1612 1547 1471 892 812 1484 815 826 125 758 3993 1767 949 890 727 205 143 522 163 818 457 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=9 0 18 12 9 21 23 9 14 14 20 10 26 14 20 18 16 11 15 11 10 14 22 5 12 15 18 24 14 14 split_gain=34.6465 16.9317 8.16459 6.93447 5.94149 11.1493 7.5523 7.36324 6.74202 5.95353 6.59479 5.80598 5.7896 7.62927 10.4211 5.49105 8.40727 5.18766 6.62494 5.11293 5.12575 5.0437 6.7482 5.00365 5.84184 4.90009 4.77245 4.635 4.57997 8.29263 threshold=79.072917938232436 35.500000000000007 473.67968750000006 3.3393259048461919 13.274305343627931 44295.632812500007 5.5349998474121103 15.342342376708986 1.2559360861778261 5.8345224857330331 970.54049682617199 0.81744554638862621 4.3535902500152597 4.2633025646209726 21296.283203125004 14298.442871093752 12.295074939727785 2.1666666269302373 1.863354027271271 -4.8333332538604727 6.6570763587951669 1.4161750078201296 12417.567871093752 31.833333015441898 4.0207259654998788 -0.02105496451258659 293.59826660156256 2.0313625335693364 4.077190876007081 46.853000640869148 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 17 5 21 -7 9 -9 10 -6 -2 27 -14 -15 23 -17 18 -1 -5 -21 -4 -23 -10 -25 -24 -20 -8 -3 -30 right_child=11 28 4 19 7 6 12 8 15 -11 -12 -13 13 14 -16 16 -18 -19 26 20 -22 22 25 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0042899108787252203 -0.00033978409025608655 0.00092291973324276741 -0.024676345721782358 0.0069625800852941922 0.00043275477561327693 -0.017822041683280682 0.0037890998744592608 -0.013062797922797508 0.001867851977382134 0.00017829578860694277 0.027209366287053355 0.027616822262959351 -0.0066965263196952203 0.035559841392840436 0.0011242343581669995 -0.024137559265801016 0.0044142993390947531 0.0014862832969509037 -0.0028155174584962527 -0.01158170657912962 -0.032022758969386826 0.0051602497721419515 0.0020474448429784594 0.0038984496737263269 0.028137898277597585 -0.026309651077553248 -0.027278322208224931 0.031489377031811719 0.0063610575861544833 -0.021659022271259994 leaf_weight=549.55094093829393 7.7997588180005542 453.74721401184797 23.981762602925301 8.5532706901431066 11.891453027725218 16.243100091814995 10.625080347061159 29.504295334219933 166.36965688318014 24.344665572047234 27.243372336030006 46.809736631810665 52.745982706546783 10.989743530750273 28.217349722981453 16.853446900844574 20.659650027751923 134.44383769482374 11.193635880947115 34.574466362595558 16.220209784805775 20.461928211152554 7.8214552253484753 21.251782044768333 15.456742465496061 18.353904262185097 20.004670903086662 11.133031308650969 326.08755049109459 9.7914016805589181 leaf_count=3215 89 1978 142 64 52 79 52 141 717 109 120 726 314 52 159 87 89 568 51 240 107 105 59 88 65 107 97 53 1653 76 internal_value=3.33022e-05 -0.000580651 -0.00267394 -0.00464173 0.000179457 -0.0039009 0.00131314 0.00263291 0.000472097 0.0118268 0.0190731 0.0236238 0.00404651 0.000753663 0.0107765 0.00213191 -0.00841315 -0.00382402 -0.00505336 -0.0144958 -0.0181091 -0.0134959 -0.00774664 0.00407982 0.0141049 -0.0178363 -0.0185013 0.0179626 0.00288866 0.00554423 internal_weight=2152.93 2098.32 1308.69 774.541 534.148 200.573 129.954 333.575 270.096 63.4795 39.1348 54.6095 113.711 91.9531 39.2071 240.591 37.5131 715.193 580.749 59.3479 50.7947 70.6191 46.6373 203.078 36.7085 26.1754 31.1983 21.7581 789.626 335.879 internal_count=11454 10639 6932 4342 2590 1122 709 1468 1187 281 172 815 630 525 211 1046 176 3931 3363 411 347 413 271 870 153 166 148 105 3707 1729 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=9 0 18 12 14 1 26 16 6 6 12 10 8 5 10 12 15 22 10 14 8 22 8 10 10 10 16 28 28 12 split_gain=33.2604 15.9571 7.75597 6.23578 7.92926 13.027 8.52002 6.80844 5.90532 8.42234 8.6535 5.70473 5.45416 6.59306 6.90992 6.27717 6.04704 5.51185 5.30025 6.61236 6.44072 8.02436 6.27338 5.95645 10.5217 7.15942 5.76688 4.99098 5.67906 4.77068 threshold=79.072917938232436 35.500000000000007 396.52758789062506 5.3995366096496591 7.071460723876954 1.0000000180025095e-35 7.4232096672058114 8.0336241722106951 1.4708693623542788 14.165681362152101 27.015425682067875 0.81744554638862621 0.71242365241050731 2.8333333730697636 4.7404954433441171 3.1348003149032597 1.4868686795234682 1316.3747558593752 0.70563054084777843 1.2334740161895754 1.2921670079231264 965.98513793945324 1.0579749345779421 2.6045513153076176 3.1859420537948613 1.687386214733124 1.5279913544654848 0.38519963622093206 0.6015513837337495 16.005207061767582 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 18 5 -5 -7 -6 -9 -10 -11 -2 16 14 -14 -15 17 -1 -4 27 22 -22 26 25 -25 -23 -21 -20 -29 -17 right_child=11 -3 3 4 7 6 -8 8 9 10 -12 -13 13 15 -16 29 -18 -19 19 20 21 23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0048151343479272621 -0.00032950475954916466 0.0028039496089802738 0.0067777934696460164 -0.0060875530693041604 -0.017824969013472539 0.04572693861507518 0.012707956532740974 0.015831202950926413 -0.0096185642340809781 0.026086758109598637 -0.0060155014599290631 0.027425524590892269 -0.030635192080622504 -0.0045351888710069314 0.0095808197284953673 -0.019718133302646757 0.024349040466765972 0.020886524103973184 -0.027860875980804539 -0.018363448053517358 0.024715901402190966 0.00077417248579040112 0.018239545771036064 0.023074264050975873 -0.0032041011316346298 -0.02235620529754476 0.0069438755908883499 0.013104028059043569 -0.012283869023653866 0.0076745738229034742 leaf_weight=79.349342726171017 7.8017644733190528 789.11138216406107 54.404023617506027 16.794917963445187 16.413948848843575 12.540849372744562 16.014739610254765 24.438239067792892 43.635407723486423 16.042094662785534 14.288266934454439 45.738387461751699 20.324746400117878 203.7089022025466 4.7423911914229384 45.110219046473503 8.3408453464508039 8.2946153581142408 13.933353036642073 11.665364377200602 9.2527827173471433 19.816676169633865 26.374168708920479 14.092517025768755 509.22260361909866 30.70365733653307 26.543174140155315 9.6722899973392469 44.018742084503174 6.5533309727907172 leaf_count=522 89 3707 256 96 83 54 81 101 209 69 66 726 233 1238 46 331 35 48 68 62 41 102 128 69 2387 155 123 44 244 41 internal_value=3.22097e-05 -0.000564384 -0.00259914 -0.00112836 0.00425716 0.0148781 0.027209 6.21312e-05 0.00304573 -0.00117858 0.0109638 0.0233811 -0.00623236 -0.00834501 -0.0230268 -0.00690385 -5.98061e-05 -0.00238273 -0.00224905 -0.00293562 -0.00200358 -0.00299922 0.0069856 -0.00344611 -0.00249644 -0.0132833 -0.000782647 -0.0118621 -0.00771031 -0.0162435 internal_weight=2148.94 2095.4 1306.29 929.868 160.168 45.3505 28.5556 114.818 98.404 73.9658 30.3304 53.5402 376.424 280.44 25.0671 255.372 95.9848 87.644 769.699 715.295 647.671 583.088 64.5827 573.835 523.315 50.5203 38.2085 67.6244 53.691 51.6636 internal_count=11454 10639 6932 4438 759 231 135 528 445 344 135 815 2494 1889 279 1610 605 570 3679 3423 3067 2754 313 2713 2456 257 185 356 288 372 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=9 0 18 2 10 14 24 10 13 13 8 5 10 12 11 13 22 14 14 9 22 0 7 9 15 5 15 27 21 1 split_gain=31.9266 15.0378 7.34631 5.9121 5.83419 7.42058 6.10867 5.60431 5.51184 6.67232 5.17492 6.41074 6.73543 6.01313 6.10856 5.66786 5.1508 4.32548 7.76137 8.08665 7.23887 8.95615 6.94388 6.24471 5.63551 9.02501 5.11838 4.85151 4.40733 4.30188 threshold=79.072917938232436 35.500000000000007 396.52758789062506 4795.4719238281259 0.70563054084777843 1.2334740161895754 0.1494545862078667 0.81744554638862621 0.34848485887050634 2.6306818723678593 0.71242365241050731 2.8333333730697636 4.7404954433441171 3.1348003149032597 -4.8333332538604727 1.4226190447807314 1316.3747558593752 4.077190876007081 46.853000640869148 51.57948303222657 3989.7866210937505 53.500000000000007 36.861110687255866 44.020833969116218 3.7596154212951665 73.166667938232436 2.1722222566604619 1.5872812867164614 4981.6599121093759 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 -5 -6 8 -2 -7 -10 15 12 -12 -13 -15 16 -1 22 19 20 21 27 -3 -22 -21 -26 -25 -19 -29 -24 right_child=7 17 3 4 5 6 -8 -9 9 -11 11 13 -14 14 -16 -17 -18 18 -20 24 23 -23 29 26 25 -27 -28 28 -30 -31 leaf_value=-0.0046840841243912809 -0.0003195388526328432 0.014912717956690509 0.019908963802412988 0.0076042230874521959 -0.011573331381593823 -0.0057175129258977084 -0.001900446323993839 0.027233980676371887 0.03068702480937352 0.0045671079282172252 -0.030457145167882702 -0.0044091917485758348 0.0092272877906612351 0.0090488364029196675 -0.020221825259178119 0.023515841970583554 0.020049629147128132 -0.0052012049767084867 -0.020866385865307722 0.021503931740867725 0.0019735995950879688 0.027765261931443394 0.0092700073048277258 -0.00037615295876199453 0.013287139860514666 -0.020744198332114407 -0.02797054887762021 -0.003298107255323215 0.018197687866456223 -0.0011330803767756082 leaf_weight=79.125726439058781 7.8037098050117484 29.392297953367233 11.90522216260433 60.886525258421898 67.243134878575802 16.564533814787865 735.92218776792288 44.694098968058825 14.793412134051321 21.732352867722511 19.837624993175272 203.25124668329954 4.7758467867970458 7.5232602432370177 43.628722503781319 8.3767190277576429 8.3802772387862188 26.008942484855652 9.8964882642030698 43.918240293860435 128.7312111184001 20.078598186373711 39.442620977759361 11.712296631187202 33.543726544827223 8.8675124831497651 12.512948043644426 12.508803233504294 27.36256517469883 384.70373110473156 leaf_count=522 89 122 52 282 356 71 3526 726 61 90 233 1238 46 55 317 35 48 108 76 294 569 126 176 61 190 71 64 52 118 1680 internal_value=3.10419e-05 -0.000548648 -0.00252647 -0.00109605 -0.00136871 -0.00200676 -0.00119145 0.0231382 0.00863645 0.015146 -0.00607124 -0.00813743 -0.022757 -0.00672299 -0.0159168 -5.86603e-05 -0.00231539 0.00272134 0.00530587 0.00610223 0.0032587 0.0102245 0.000811512 -0.000655976 0.0139717 0.00617173 -0.0146294 0.00487858 0.0114538 -0.000165667 internal_weight=2145.12 2092.63 1303.95 929.047 917.142 856.256 789.012 52.4978 53.0903 36.5258 374.899 279.017 24.6135 254.403 51.152 95.8827 87.506 788.68 335.141 325.245 238.915 85.9589 453.539 152.956 86.3295 42.4112 24.2252 65.8803 39.8714 424.146 internal_count=11454 10639 6932 4438 4386 4104 3748 815 222 151 2494 1889 279 1610 372 605 570 3707 1729 1653 1098 404 1978 694 555 261 125 278 170 1856 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=0 2 1 0 16 6 2 13 6 23 17 1 27 7 24 8 7 13 24 25 7 24 16 13 25 14 10 9 8 7 split_gain=32.1973 19.158 11.2422 12.1298 10.3149 9.82536 8.62541 8.02873 7.06391 6.92792 9.66788 8.90041 8.76809 10.2168 6.48002 6.49448 6.42427 6.22791 6.64415 7.71046 7.8421 7.48633 5.96735 5.99492 5.92415 5.68645 5.74909 5.54941 8.01084 7.83267 threshold=88.500000000000014 71242.054687500015 10.500000000000002 43.500000000000007 54.451942443847663 0.64222851395607006 55407.808593750007 -17.749999999999996 0.85355338454246532 4.0041666030883798 8320.4965820312518 33.500000000000007 10.644418716430666 18.645833015441898 0.026269460096955303 4.8123328685760507 28.522727012634281 2.6833333969116215 0.38937573134899145 4.3408751487731942 23.041666984558109 0.12339078262448312 19.607615470886234 3.5227272510528569 19.004958152771 5.7587218284606942 15.442201614379885 3.0104166269302373 0.54112252593040477 4.4772727489471444 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 7 -2 -5 9 -3 24 10 14 12 22 -14 -1 -16 -17 18 19 20 -9 -22 23 -12 -8 -18 -27 -20 -29 -30 right_child=4 2 -4 5 -6 -7 8 17 -10 -11 11 -13 13 -15 15 16 25 -19 27 -21 21 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.016044787135107888 0.027660885110073113 0.02029725813375978 -0.029502105859639811 -0.015057290554451284 -0.021841194585703102 0.019905198029114616 -0.0069899593321973664 -0.026152976210894619 0.014264930059762471 -0.0028318281772595779 0.0047503624285140413 0.020937951148966256 0.00082700167123516246 0.036217213559774468 -0.0034159906329105007 -0.0058846953955121436 0.025100633274468705 0.0064120086701663125 -0.0046791768570809055 0.020532144024612894 -0.009360547142968214 0.01420277420138955 0.01759935842811412 -0.0034520774786312466 0.018590152843863308 -0.0015488063212898821 0.014583902874582189 0.015618119587391082 -0.022898697026578946 -0.0093692450515427388 leaf_weight=19.980982527136803 46.738424859941006 10.80692671984434 16.232548467814922 9.4508074596524221 4.1226026490330687 30.842745766043663 33.165071725845337 10.967697143554686 79.958910927176476 366.81933186948299 234.54221380501986 30.477180480957031 13.639045819640161 15.900477305054663 374.36096036434174 40.097775518894196 15.416553944349287 35.223888799548149 229.88224318623543 15.469456963241099 25.325051948428154 23.299228474497795 23.35411573946476 121.85919478535652 10.80219331383705 47.287260748445988 34.301508381962776 9.5452138856053335 49.908817380666733 168.64456961303949 leaf_count=82 833 44 90 55 31 232 142 54 369 1832 1007 146 60 70 1639 179 71 154 1362 82 117 104 121 522 51 218 166 54 419 1189 internal_value=6.34304e-05 -0.000508451 -0.00485671 -0.00421079 0.0236484 0.0117048 0.00138199 -0.00531825 0.00895372 0.000680708 0.00200736 0.00529772 0.00413311 0.0198768 -0.000715426 -0.00137019 0.0042159 -0.00580539 -0.00661272 0.00166051 -0.00323837 0.00193026 0.00290848 0.00194582 -0.000705254 0.00839105 0.0052337 -0.00796868 -0.0112839 -0.0124588 internal_weight=2148.42 2097.56 635.599 619.367 50.861 40.2936 1461.96 579.073 123.926 1338.04 971.217 439.772 409.295 29.5395 531.445 511.464 137.103 568.266 533.042 75.0614 59.592 48.6243 379.756 356.401 43.9673 97.0053 81.5888 457.981 228.099 218.553 internal_count=11495 10631 3956 3866 864 287 6675 3579 562 6113 4281 1926 1780 130 2355 2273 634 3535 3381 357 275 221 1650 1529 193 455 384 3024 1662 1608 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=0 5 12 2 2 15 2 13 27 27 11 18 8 28 28 16 11 11 12 8 10 13 5 1 15 27 0 27 28 9 split_gain=30.949 19.2441 14.8061 9.94659 8.26296 8.07457 7.9663 7.34705 7.10844 6.82919 7.39826 5.88968 5.82086 7.59415 9.84414 6.4425 6.46921 8.70328 6.10171 5.99789 7.87894 5.45347 5.42773 5.29967 5.24022 6.52954 5.19091 5.17745 5.06592 7.44408 threshold=88.500000000000014 25.833333015441898 62.394933700561531 70222.648437500015 8674.6948242187518 11.708333492279055 31658.205078125004 9.854166507720949 2.4022786617279057 74.833301544189467 -1.8333333134651182 564.81857299804699 4.8974328041076669 1.4024127125740053 0.66500425338745128 16.212910652160648 7.1666667461395273 0.58333334326744091 17.334930419921879 0.52463960647583019 15.600162029266359 1.8452380895614626 30.166666984558109 -2.4999999999999996 3.6754386425018315 4.7859840393066415 80.500000000000014 8.0927138328552264 6.195796251296998 25.011111259460453 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 12 7 23 8 22 10 -5 26 19 14 -14 16 17 21 -17 -3 -21 -15 -6 -1 25 -13 -10 -27 29 -25 right_child=2 4 -4 9 5 -7 -8 -9 11 -11 -12 24 13 15 -16 18 -18 -19 -20 20 -22 -23 -24 28 -26 27 -28 -29 -30 -31 leaf_value=-0.021133441350654945 0.027670128213813219 0.016958150485650605 -0.039711243965744124 -0.020159843064474523 -0.020674352905331407 0.013857170897206927 0.0037645157584465451 -0.020714783655222141 0.021671245099177474 0.0088784430707740062 -0.0059777315601007523 0.015893068040363792 0.0012013862878740998 0.0032396600330312146 0.02823950885109686 0.026803823639899218 -0.023402385797046635 0.01429592712111683 -0.00053751072146060713 -0.0022481538399599715 -0.025432779136941863 -0.021961111334908735 0.001931390761222567 0.001489259723381396 -0.0047903556102350496 -0.014277298298389675 -0.0028359767502153959 0.011187882817479606 -0.0085412714694212914 -0.0210240659224777 leaf_weight=14.738646641373633 46.676822282373905 13.838207781314848 3.1318938955664626 35.61024821922183 9.9300961196422559 80.133339285850525 232.35006643086672 10.990172468125818 43.341014169156551 25.694483943283558 470.50872079655528 50.134747363626957 24.769642025232315 14.099318042397501 23.728765837848186 13.091106384992601 14.043817803263662 21.315863609313965 16.739345870912075 323.50306665152311 13.752805091440676 17.103373572230339 255.9563270136714 190.50098147243261 33.610992513597012 14.945273555815222 9.4799316264688951 13.839719250798224 92.217178255319595 14.203824430704115 leaf_count=74 842 60 22 276 46 412 1051 55 224 136 2976 246 120 64 113 62 61 93 75 1405 61 74 1124 896 154 85 89 63 474 62 internal_value=6.1754e-05 -0.000494125 0.0234333 -0.00329209 0.00246176 0.005095 -0.000439994 0.00350726 0.00412456 -0.00620959 -0.00697558 0.00900876 -0.000311514 0.00474756 0.0144303 -0.000124146 -0.00531623 -0.00047987 0.0114612 -0.00239932 -0.00319359 -0.0105738 0.00108713 -0.00357455 0.00512967 0.00935449 0.0172729 -0.00203373 -0.00270296 -7.28693e-05 internal_weight=2143.98 2094.17 49.8087 1075.82 1018.35 522.362 544.011 442.228 431.238 531.813 506.119 165.352 495.985 144.891 48.4984 96.3928 66.5624 52.5186 29.8305 351.094 337.256 31.2027 265.886 311.661 112.531 78.9197 52.8209 28.785 296.922 204.705 internal_count=11495 10631 864 5945 4686 2498 2557 2086 2031 3388 3252 861 2188 662 233 429 292 231 137 1526 1466 138 1170 1506 548 394 313 148 1432 958 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=0 5 12 24 2 2 13 27 27 13 25 2 0 11 27 20 24 8 13 10 10 28 7 21 27 24 18 26 28 20 split_gain=29.7512 18.1387 14.1079 10.2208 9.06589 7.78623 7.5567 7.47588 12.0522 8.62854 10.1487 7.17797 12.4909 6.47683 6.1974 9.66952 6.15119 6.29706 8.50538 5.95878 11.3936 7.42884 5.71706 5.68001 5.66654 5.48117 4.97346 7.19814 6.76087 4.95505 threshold=88.500000000000014 25.833333015441898 62.394933700561531 49.800859451293952 70222.648437500015 8674.6948242187518 12.09999990463257 10.644418716430666 14.115311622619631 7.7638888359069833 2.5111666917800908 57220.583984375007 13.500000000000002 -22.666666984558102 2.4022786617279057 29546.952148437504 0.026269460096955303 4.8974328041076669 2.2678571939468388 1.0012300014495852 1.6607555747032168 0.050533145666122443 30.041666984558109 7333.9201660156259 3.1671000719070439 0.094880528748035445 602.58523559570324 0.43779985606670385 4.879880666732789 8395.9067382812518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 11 16 7 9 -9 14 -11 23 -13 -6 19 26 -3 -18 -19 21 -21 -7 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11.130386609584095 13.613663274794815 15.553919404745104 10.412852391600607 34.747556447982788 29.15301014482975 512.32152647525072 16.774683646857738 9.462280757725237 337.85479634255171 74.874981969594955 23.595448225736618 31.273587316274643 146.43056880682707 16.042556136846542 39.241723626852036 14.656376793980597 441.39888370782137 66.890366993844509 62.93490519374609 27.116906825453043 19.94079378247261 40.387021742761135 leaf_count=88 842 83 22 107 41 99 57 53 63 72 54 160 121 3271 95 40 1472 350 101 133 638 72 182 62 2095 342 320 172 97 191 internal_value=6.02236e-05 -0.000479986 0.0232211 -0.00319962 -0.00288186 0.00239028 0.0049484 0.0034451 0.0194696 0.00250082 -0.0142494 -0.000151165 0.00928845 -0.00569723 0.00360492 0.00878029 -0.000302039 -0.000990183 0.0044169 0.000869138 0.00281345 -0.00983381 -0.00372156 -0.00142143 -0.000755217 0.0136196 0.0109639 0.0191292 0.00663955 7.92737e-06 internal_weight=2140.07 2091.3 48.7778 1073.82 1061.32 1017.47 521.738 444.65 24.744 419.906 25.9668 538.759 63.9006 522.557 393.939 136.23 495.733 475.567 137.712 257.71 218.091 39.6187 62.8372 474.858 456.055 77.088 126.767 43.8916 82.8757 186.818 internal_count=11495 10631 864 5945 5838 4686 2498 2099 116 1983 126 2526 281 3312 1857 724 2188 2105 633 1133 962 171 283 2245 2157 399 684 267 417 829 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=0 5 12 24 2 2 13 2 11 11 24 8 13 24 14 26 25 1 21 14 28 21 28 9 12 28 28 12 26 14 split_gain=28.5974 17.0983 13.4614 9.84971 8.57282 7.34283 7.17895 6.92409 6.10547 6.0042 5.79575 5.92874 8.01696 5.32603 4.95403 5.0535 7.10206 4.87015 4.85384 4.84293 4.71245 7.70258 6.15976 5.85768 5.80847 7.95014 5.35198 5.19952 4.96611 4.70049 threshold=88.500000000000014 25.833333015441898 62.394933700561531 49.800859451293952 70222.648437500015 8674.6948242187518 12.09999990463257 31658.205078125004 -22.666666984558102 -8.1666665077209455 0.026269460096955303 4.8974328041076669 2.2678571939468388 0.094880528748035445 17.921017646789554 0.86348682641983043 4.3408751487731942 -2.4999999999999996 11491.813964843752 1.0045250058174136 0.28162480890750891 7750.7075195312509 6.195796251296998 23.520417213439945 1.0773502588272097 17.613570213317875 23.445316314697269 11.818031787872316 33.092088699340827 4.9151897430419931 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 7 10 9 17 -6 -7 -3 19 29 -8 15 16 -10 -1 -14 -12 21 -19 23 -22 -24 27 -27 -26 -28 -13 right_child=2 5 -4 -5 8 6 13 -9 14 -11 11 12 18 -15 -16 -17 -18 20 -20 -21 22 -23 24 -25 25 26 28 -29 -30 -31 leaf_value=-0.020212393487782053 0.02733688230385474 0.015471123370120906 -0.035588451298897358 -0.029834905627064708 0.017401992163905138 0.025027022272849458 0.033678420355554579 0.0037753381900221279 -0.0086947628879046578 0.0027842631474140093 0.013294437982329732 0.026971437456931958 0.0056558224486504237 0.010220036763998111 0.017185231236458726 -0.0073411864260455387 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51 103 155 54 85 55 52 287 internal_value=5.87792e-05 -0.000466236 0.0230089 -0.00310973 -0.00280026 0.00232135 0.00480821 -0.000146849 -0.00554456 0.00334526 -0.000293061 -0.000960831 0.00429021 0.0132863 -0.00600431 -0.00638084 0.00304441 -0.00309619 -0.0036132 -0.00309842 -0.00226337 -0.0137367 -0.00100269 0.00225126 -0.00745148 -0.010268 -0.000168319 -0.0193391 -0.00751003 0.0109283 internal_weight=2136.05 2088.28 47.7721 1071.84 1059.57 1016.44 520.925 538.706 520.865 444.264 495.512 475.375 137.529 76.6606 510.634 502.475 46.4633 307.487 62.7811 337.845 293.219 29.029 264.19 175.59 88.6 78.0999 36.9549 41.145 26.1436 74.7483 internal_count=11495 10631 864 5945 5838 4686 2498 2526 3312 2099 2188 2105 633 399 3271 3227 244 1482 283 1472 1410 145 1265 813 452 401 191 210 137 350 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=7 9 26 18 7 3 20 20 25 23 28 28 9 1 13 14 22 18 16 10 8 14 14 2 14 27 27 6 14 7 split_gain=24.3764 16.4915 8.94555 6.56998 5.59834 7.26039 7.0097 7.53007 5.4918 5.49096 6.21085 5.68871 6.10883 5.36448 7.19953 7.40252 7.56707 4.98973 8.02305 9.20921 6.60253 5.11558 7.60223 5.0922 12.8714 7.49746 10.3584 7.3437 6.09091 5.324 threshold=88.041667938232436 12.979166507720949 7.4232096672058114 4429.0444335937509 49.041666030883796 7.7119998931884775 469.65472412109381 541.49893188476574 11.427183151245119 28.641916275024418 18.272527694702152 11.409664630889894 29.446022987365726 -17.499999999999996 -0.087121214717626558 2.7974551916122441 12992.508300781252 80.974456787109389 4.9843621253967294 2.9615839719772343 18.836074829101566 1.3312467336654665 1.0313264131546023 8185.6689453125009 1.7360509037971499 1.6081041693687441 1.3133026361465456 2.9433757066726689 2.2314318418502812 61.041666030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 13 6 17 -3 -8 -5 10 11 -9 -13 -1 -15 -16 -17 18 19 -6 21 22 -19 24 -23 26 28 29 -25 -26 right_child=-2 4 -4 8 5 -7 7 9 -10 -11 -12 12 -14 14 15 16 -18 20 -20 -21 -22 23 -24 25 27 -27 -28 -29 -30 -31 leaf_value=0.018153131059834762 0.026790398429035685 -0.0043655420217799459 -0.0089400418356143721 -0.009697124177398795 0.014458828919395258 0.025338451641093898 0.018916585689060024 0.0013390233207526013 0.015091420554757271 -0.016898616775352645 0.010733083990364746 -0.01830888516621695 0.0047332295102545099 -0.014819591493900603 -0.0033697794453178506 0.031218687998386355 -0.0024017124257351198 0.012889546941855012 0.026464072160392108 -0.020537970221584531 -0.020416672862938211 0.023740004643818473 -0.01114469284197676 -0.0096507513673040196 -0.0016547337242119992 0.015920679998366681 -0.016493743681863238 0.013523885876557354 0.017259066326318521 -0.018323357999871354 leaf_weight=10.469027400016783 30.262052863836288 226.90722223743796 240.99202724546194 10.524092704057692 19.622302040457729 14.593697626143692 21.907666832208633 737.82935433089733 34.128571353852749 14.980124011635779 59.928228057920933 27.808389887213707 16.498927421867847 44.944640293717384 261.17034708708525 11.76583541929722 12.348668798804281 16.226229503750801 21.330889731645584 10.329562701284884 11.107443854212759 17.52110056579113 43.864244975149632 10.248891115188597 41.145455867052078 68.729486830532551 19.577854707837105 16.606926999986172 28.963222712278366 29.689953327178955 leaf_count=42 626 1128 1721 53 101 218 98 3215 175 97 265 130 73 318 1382 60 62 73 135 56 64 77 195 42 181 432 95 93 144 144 internal_value=5.70939e-05 -0.000327824 -0.00440642 -0.00157117 0.00140362 0.00460032 0.000335341 0.0015489 0.00924906 0.00110495 0.00142523 0.000712054 -0.00972858 -0.00298929 -0.00365955 -0.00190136 0.0140022 0.00374771 0.0124032 0.00238941 0.00228606 0.00314796 -0.00465473 0.00516474 0.000270921 0.00919292 0.00132772 -0.00443165 0.0102256 -0.00864122 internal_weight=2132.02 2101.76 626.343 385.351 1475.42 369.557 1105.86 878.953 44.6527 857.045 842.065 782.137 44.3073 340.699 330.229 285.285 24.1145 354.964 51.2828 29.9519 303.681 292.573 60.0905 232.483 104.963 127.519 58.79 87.4423 39.2121 70.8354 internal_count=11495 10869 3813 2092 7056 2050 5006 3878 228 3780 3683 3418 203 1864 1822 1504 122 1832 292 157 1540 1476 268 1208 495 713 281 418 186 325 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=0 12 0 19 13 19 28 15 24 1 1 1 8 20 15 15 18 28 27 2 28 24 16 10 28 14 23 19 15 19 split_gain=27.1182 12.883 13.4295 12.1824 6.69092 7.25131 6.63528 6.58608 5.63788 5.84439 11.3623 5.35889 5.31777 5.92232 19.454 5.67808 6.80685 4.99813 4.64677 4.34407 4.33744 4.72023 4.22271 6.57903 8.1922 6.61989 6.98757 6.11861 6.99778 10.1817 threshold=63.500000000000007 54.532035827636726 88.500000000000014 4231.5966796875009 11.09999990463257 7324.8549804687509 1.9459885954856875 -0.04396135360002517 49.800859451293952 -20.499999999999996 -34.499999999999993 28.500000000000004 0.56253641843795787 1.0000000180025095e-35 0.31339286267757421 0.060661764815449722 135.04962921142581 4.1130554676055917 40.649950027465827 16341.812500000002 32.491968154907234 0.75443771481513988 23.281430244445804 1.1406125426292422 0.68566811084747326 1.7067154645919802 2.3333332538604741 7433.0549316406259 1.7182539701461794 36857.322265625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 8 -6 -7 -5 9 10 -1 12 15 14 20 17 -17 19 -19 -11 21 -14 23 -9 25 -25 -27 -26 -29 -30 right_child=1 -3 -4 7 5 6 -8 22 -10 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 27 26 -28 28 29 -31 leaf_value=-0.0087533457376015641 0.033333657061683813 -0.029472069984858001 0.027363868256465945 0.022770660736835497 -0.0047457228458658287 0.029183344016577246 0.0065612521440136821 -0.018763493237962146 -0.019093962370370608 0.0030597169658760294 0.02915151143758301 0.014589756303247811 -0.0058194123128024328 -0.0011946059550103207 0.0052985728726323393 0.029912459711876671 0.00546572071563718 0.027366787755715945 -0.0022377548022371706 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0.00817174 -0.000631362 0.00508284 0.00903137 0.00560941 -0.00118386 -0.00102097 0.0123688 -0.00124889 -0.00142857 -0.00185062 -0.0070017 0.00533861 0.0123 -0.00212361 0.00923433 -0.0104652 -0.0149901 -0.0172731 0.00337152 0.0012687 0.00377746 0.0147238 0.00621195 -0.00265536 0.00290286 -0.00632324 internal_weight=2125.13 217.725 210.717 170.058 1907.41 168.164 119.968 154.341 1739.25 1723.57 28.8474 1694.72 1675.71 1577.34 178.187 98.3745 50.8953 47.4792 20.1046 27.3746 108.028 94.4107 136.536 117.819 104.706 38.7565 26.3416 65.9497 48.1389 29.164 internal_count=11475 1898 1853 1030 9577 734 527 943 8843 8717 127 8590 8506 7997 1450 509 240 269 131 138 1025 897 807 692 621 206 147 415 324 187 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=5 7 21 15 24 11 11 18 1 25 24 21 10 11 27 28 19 12 25 0 28 26 10 22 15 15 16 5 25 16 split_gain=25.7684 11.6071 9.08967 7.67155 7.29493 7.65124 8.28295 8.29238 6.48046 6.25967 8.65184 6.25288 6.03194 6.20593 6.16554 5.88752 5.53428 6.68569 5.28331 5.15366 5.05885 4.60836 5.82102 5.1272 6.19781 5.78454 5.3575 5.99133 4.9595 7.35766 threshold=59.166666030883796 93.083332061767592 3122.7353515625005 11.09999990463257 49.800859451293952 -8.1666665077209455 -0.83333334326744068 131.69352722167972 63.500000000000007 9.0007858276367205 0.30558307468891149 7333.9201660156259 1.0477074980735781 1.0000000180025095e-35 8.4373435974121112 2.2470746040344243 13526.408203125002 4.6006889343261728 1.610083341598511 5.5000000000000009 0.12294296547770502 1.0760670900344851 8.562232971191408 3302.856323242188 0.75277778506279003 0.46737588942050939 10.408638000488283 49.166666030883796 40.666528701782234 5.8189978599548349 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 -1 7 -7 12 10 18 -5 13 -4 20 -13 -12 -18 -9 -11 -14 22 -8 24 -24 -25 27 -27 -23 -30 right_child=1 -3 8 11 -6 6 21 9 -10 19 16 15 14 -15 -16 -17 17 -19 -20 -21 -22 28 23 25 -26 26 -28 -29 29 -31 leaf_value=0.014124008968248204 0.037838409658027213 0.031569006858554988 0.011037733159038422 -0.0041850874253176601 -0.021071363798807977 -0.018862847084929326 9.6450007754709635e-05 0.00082734146206879977 -0.015809500754918018 -0.0074570431416804252 -0.004205982348241679 0.02736445778580748 0.027104656898845069 -0.01801091060356182 0.02631468716670424 0.0065814287575377238 0.00441288792612975 0.031074263971838587 -0.020922834751279561 -0.031656313002574619 0.0063598779315501225 -0.0035125656615509404 0.0045412535629353228 0.01790885704086231 0.032789935414245519 -0.0059208401923653495 -0.019014366021858568 0.02022070858130989 0.00034891229014712892 0.02283073703872213 leaf_weight=29.182611390948296 8.6586672998964769 19.948864925652742 11.613593067973854 44.701856181025505 16.629368491470814 43.33696660399437 581.06976766139269 19.892445534467697 11.124100707471369 32.66952870041132 20.662044584751129 13.819542810320852 11.385099858045576 15.391168452799318 18.056633852422237 109.23348229750991 20.582209050655365 14.378403536975382 20.31734424829483 10.455361261963843 149.57042432576418 605.82688879594207 13.717273920774462 18.056823328137398 14.253492683172224 20.574470281600952 12.363134205341337 12.798984050750731 187.45228219032288 14.085937798023222 leaf_count=133 52 445 64 191 131 365 2575 83 91 212 92 72 52 88 233 499 97 67 91 61 969 3179 62 81 68 87 54 56 1144 81 internal_value=0.000499235 0.00963384 0.00769592 -0.000697323 -0.00129849 -0.00110412 -0.00137143 -0.00740546 0.00649396 -0.00383221 0.000439126 0.00542455 0.00769826 -0.00551833 0.00969204 0.00891548 0.00810319 0.015378 -0.0101627 -0.013324 0.00782725 -0.000628304 0.00120534 0.00822708 0.0189364 0.0035315 -0.00214469 0.00410465 -0.00215641 0.00192022 internal_weight=2121.81 245.749 225.8 1876.06 1708.31 1691.68 1662.49 182.294 217.141 138.957 95.8324 167.755 206.017 27.0048 179.012 123.053 55.6227 34.9606 40.2098 43.1249 160.956 1480.2 672.834 91.7642 27.9708 63.7934 45.7366 33.3735 807.365 201.538 internal_count=11475 1994 1549 9481 8719 8588 8455 1068 1497 703 430 762 1406 152 1254 571 256 164 174 273 1021 7387 2983 408 130 278 197 143 4404 1225 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=0 12 0 21 21 15 11 11 11 18 25 24 1 22 15 1 7 17 6 1 14 10 10 11 10 14 20 7 9 26 split_gain=24.5443 12.0465 13.0894 8.91549 7.17134 11.1579 6.189 6.29114 9.49103 9.02571 7.79434 7.96191 7.43877 6.55944 6.0416 5.08353 4.91199 4.83756 6.45393 8.46684 4.43773 6.77185 6.50045 6.2378 6.38293 5.81456 4.68062 4.49377 7.60318 7.38609 threshold=63.500000000000007 54.532035827636726 88.500000000000014 4254.7170410156259 8133.0190429687509 1.0000000180025095e-35 50.500000000000007 -8.1666665077209455 -0.83333334326744068 131.69352722167972 9.0007858276367205 0.30558307468891149 -32.499999999999993 1890.2337036132815 1.0000000180025095e-35 -20.499999999999996 5.4365079402923593 41634.589843750007 0.64222851395607006 7.5000000000000009 1.6818810701370241 1.2917034029960635 10.222654819488527 1.0000000180025095e-35 1.0012300014495852 1.5097072720527651 1324.3760375976565 13.267857074737551 4.9791667461395273 0.48900897800922399 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 -5 -6 7 12 9 -9 11 13 -1 -11 -13 -14 -12 -7 -19 -20 22 23 25 26 -25 27 -22 28 -10 -29 right_child=1 -3 -4 4 5 17 -8 8 20 10 16 14 15 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0092067864675667872 0.027767760847937334 -0.028331855375250192 0.027093222725374896 -0.0045162018993942571 0.032495124884905413 0.011484350258853528 0.022306001969905249 -0.019006076398636638 -0.0020140979849621568 0.0071147605089377005 -0.0061940394277346447 0.0011272994703899182 0.037567781602447302 -0.017442114061159461 0.02134288107408908 0.0088816945619033475 -0.026549300388851227 -0.026752648460657384 0.013335623923493588 -0.023425434735183426 0.0080404100041902241 -3.9256912066013363e-05 0.012023712694371738 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-0.00726875 -0.00366709 0.000917956 0.0123881 -0.00888073 0.0080831 0.02197 -0.0140724 0.0055291 -0.00271052 0.00377977 -0.000227998 0.000752539 -0.00266899 0.00721827 0.00289586 -0.00350165 0.0172184 -0.00234321 -0.00632752 0.000160075 internal_weight=2118.47 214.724 207.626 168.693 150.72 105.084 1903.75 1893.19 1860.83 192.155 147.036 102.063 32.355 43.109 58.9537 22.411 44.9737 88.7282 37.2246 29.3118 1668.68 1190.47 478.207 129.88 90.6836 452.56 39.1967 405.499 156.465 249.034 internal_count=11475 1898 1853 1030 929 697 9577 9524 9367 1146 757 462 157 188 274 112 295 558 258 212 8221 5634 2587 591 401 2477 190 2217 1105 1112 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=0 7 19 21 15 10 22 21 15 24 11 11 11 18 25 25 1 8 19 24 22 1 0 9 14 8 11 10 14 10 split_gain=23.287 10.8027 11.4772 7.74509 9.78445 9.63828 6.91004 11.9414 6.68486 6.21778 5.87872 5.92117 8.97574 8.63648 7.40796 7.70895 7.00252 5.04396 4.96152 4.88489 7.28934 4.81642 4.79217 4.247 4.182 6.38689 7.55738 6.12046 5.50581 5.38226 threshold=63.500000000000007 93.083332061767592 4231.5966796875009 8133.0190429687509 1.0000000180025095e-35 0.73119062185287487 2129.9582519531255 92332.167968750015 4.0250000953674325 0.1605937257409096 50.500000000000007 -8.1666665077209455 -0.83333334326744068 131.69352722167972 9.0007858276367205 6.0241250991821298 -32.499999999999993 2.4194587469100957 51874.482421875007 0.30558307468891149 1890.2337036132815 -20.499999999999996 5.5000000000000009 45.102083206176765 1.6818810701370241 1.1571011543273928 1.0000000180025095e-35 10.222654819488527 1.5097072720527651 1.0314874053001406 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 -4 -5 -6 -7 8 23 -10 11 16 13 17 15 19 -1 -13 -11 20 -15 -18 -16 -8 27 26 -26 28 -14 -28 right_child=1 -3 3 4 5 6 7 -9 9 18 -12 12 24 14 22 -17 21 -19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-0.0089267618993305407 0.032304291120524839 0.03149475122612231 -0.0044992753369036765 0.029149034239652771 -0.031355247337868659 0.025319004739089226 -0.0004850787749260341 -0.031594183172562636 -0.027933188070800488 0.011608191937476369 0.021850622056096902 -0.003364069993794789 -0.0022763908296137237 0.0068974405516850643 -0.0082253348142663496 0.022544145426916899 0.036534968787327364 -0.025293400518325515 -0.017284749922426863 0.0042973409010250499 -0.019263878008862013 0.0086025758336950864 -0.031218997912288812 0.021251766002708661 0.018454428936086606 -2.182382160192452e-05 -0.0016893998153834405 0.011662108335481185 -0.013139863360535757 0.016121340022559716 leaf_weight=9.9482024982571584 15.761625085026024 18.951996635645628 49.430701542645693 19.326272666454315 5.8834404945373526 17.47510602325201 10.724717926234005 7.4795478619635096 6.5905765593051902 21.424235444515947 10.456132516264914 13.555945888161657 404.94740941375494 15.037622869014738 33.861309625208378 12.923429846763609 10.199244774878023 31.088697180151939 7.1288975663483134 47.719659850001335 26.437416777014732 12.203467044979336 10.746440462768076 32.92548007145524 37.319629400968552 1065.8460047245026 67.698475122451782 25.649263709783554 46.845425095409155 19.717671625316143 leaf_count=45 96 445 257 212 37 189 64 79 35 149 53 121 2217 67 230 65 45 268 71 216 114 67 65 264 174 5071 296 110 260 93 internal_value=0.000471543 0.00987582 0.00776549 0.00559736 0.00946748 0.00599795 0.0081162 0.00463169 0.00807044 -0.00166802 -0.000582014 -0.000706005 -0.000927391 -0.00708106 -0.00356559 0.000889649 0.0120184 -0.0186348 0.00439445 -0.00224787 -0.00977856 0.0213193 -0.0137647 0.0159111 -0.000221387 0.000729859 0.00715286 -0.00259348 -0.0034028 0.00232801 internal_weight=2115.3 213.103 194.151 178.389 128.958 109.632 103.749 86.2735 78.7939 35.1437 1902.2 1891.75 1859.39 191.371 146.726 102.118 32.3509 44.6446 28.5531 89.1947 41.475 22.4027 44.6078 43.6502 1668.02 1190.58 124.736 477.442 451.793 87.4161 internal_count=11475 1898 1453 1357 1100 888 851 662 583 255 9577 9524 9367 1146 757 462 157 389 220 397 181 112 295 328 8221 5634 563 2587 2477 389 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=5 7 21 13 24 11 11 1 21 28 26 5 24 14 14 19 9 21 10 22 13 26 8 13 14 10 10 10 15 10 split_gain=22.1258 11.157 8.53338 6.97091 6.87301 6.43062 6.95351 6.00172 5.9054 5.66491 5.50076 5.42082 6.72703 5.23674 5.72015 7.32793 5.08289 4.3588 4.28162 4.84861 4.34852 4.19549 6.41197 6.20139 6.30699 6.53915 6.9232 8.31262 7.15565 4.93573 threshold=59.166666030883796 93.083332061767592 3122.7353515625005 11.09999990463257 49.800859451293952 -8.1666665077209455 -0.83333334326744068 63.500000000000007 7333.9201660156259 2.2470746040344243 4.2593052387237558 10.833333492279055 0.30558307468891149 8.3880777359008807 2.7974551916122441 37703.982421875007 6.5119047164917001 28755.679687500004 0.75300809741020214 252.71836853027347 -0.76388889551162709 1.0760670900344851 11.275366306304933 4.9583332538604745 1.6763248443603518 12.059032440185549 8.562232971191408 6.8497521877288827 0.75277778506279003 7.1355137825012216 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 -1 11 10 -5 -10 18 16 -13 14 -14 -16 -7 -12 -4 -20 -21 22 23 24 29 26 27 -26 -28 -8 right_child=1 -3 7 8 -6 6 21 -9 9 -11 17 12 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.012942324219011345 0.037016007474677898 0.031449073771001167 -0.0095935836867994517 -0.0041390857860387001 -0.02055512726340342 -0.0068703867230811115 -0.0028829851058181444 -0.01541474805198868 0.026810102158911709 0.0063185465246015969 0.0010536447189311469 -0.011428925467672425 0.0067490790183666926 0.016409549881528315 0.0075426266859194967 -0.027799511703272786 -0.024640535492189169 0.032306660896693713 0.027639901349270083 0.024733802513557827 0.0044379235422774338 -0.0020567381398372627 0.021064570490562099 -0.0082102244758840009 0.0059598057784921192 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0.00291458 -0.00212508 -0.0136226 -0.0142317 0.0226367 0.0056013 0.00697516 0.00572774 -0.0005974 0.00115284 0.000721674 0.00167143 0.0047773 0.00603786 0.00446169 0.0204708 -0.00140178 internal_weight=2112.52 241.263 222.845 1871.26 1704 1687.61 1658.48 214.553 167.263 122.599 203.387 180.149 120.446 69.2996 50.4567 21.9796 59.7029 18.7963 184.591 169.285 159.648 1478.33 672.171 657.924 594.689 295.773 273.899 246.933 26.9667 298.916 internal_count=11475 1994 1549 9481 8719 8588 8455 1497 762 571 1406 1068 571 348 263 126 497 231 1175 1089 1007 7387 2983 2912 2646 1282 1187 1067 120 1364 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=5 24 28 0 13 25 2 19 18 18 16 10 18 10 15 25 11 13 12 19 10 26 6 20 7 2 11 17 2 7 split_gain=20.8417 8.37248 8.3305 6.50516 6.95487 6.57216 7.3043 5.98407 5.62546 12.5779 8.64896 6.83163 6.02638 5.78616 5.66052 8.53062 6.01128 5.85344 5.53659 5.44279 5.04999 4.72866 6.51031 5.61985 6.08119 4.70104 9.39269 6.09847 8.11862 9.91591 threshold=93.166667938232436 28.897273063659672 34.602722167968757 63.500000000000007 -0.95833334326744068 1.041541635990143 2534.7653808593755 4336.0527343750009 123.80062484741212 143.05500793457034 1.0320009589195254 0.54878199100494396 110.70332336425783 19.591880798339847 0.075961541384458556 1.2361666560173037 -1.1666666865348814 -0.91287881135940541 2.4130063056945805 3277.2902832031255 8.9290218353271502 4.2593052387237558 6.0964317321777353 1535.9219970703127 67.041667938232436 3393.4602050781255 13.583333492279055 15066.079589843752 13948.365234375002 39.591665267944343 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 -1 -7 -6 11 -10 -11 -8 13 14 17 -16 -17 18 -13 -19 -21 22 23 24 -9 26 -12 28 -27 -30 right_child=-2 2 -4 4 7 6 8 21 9 10 25 12 -14 -15 15 16 -18 19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.016115459353950111 0.029895184290440923 -0.0194946524543908 5.2178522529562697e-05 0.030916860552235356 0.020172539122413992 -0.016521962696377304 0.01151839253721337 0.010617972086363017 0.021566615837644149 -0.013944386960072747 0.012889809194796318 0.025626154000996996 -0.020831917031661807 0.018842728137262042 -0.019955986847776993 -0.022516485558882159 0.002103400631355674 0.0040813551022076599 -0.010094149393554621 -0.018236092302043462 0.0067149884697109644 0.015716307074028157 -0.018856307499997622 0.0096861312287262122 -0.0086786313233004342 -0.0020648204467721048 -0.0122446581578378 0.0011214541196001707 -0.035621178168511014 -0.0023611794551146774 leaf_weight=20.582553014159203 20.403349168598652 41.155143097043037 37.505357071757317 8.9662153199315053 18.122573036700487 26.652474738657475 23.482149191200733 20.546821989119053 24.219723984599113 40.249229043722153 60.516572162508965 7.4376595355570307 20.869833871722221 9.5269659832119924 20.322963029146194 9.48015598207712 152.58272884786129 14.508699625730513 8.2229196764528734 75.516641668975353 8.0818421691656095 19.762943048030138 14.687171813100575 52.892411988228559 51.638593476265669 371.94509471952915 17.17986373603344 891.06679179519415 14.979419663548468 17.483055800199509 leaf_count=89 509 382 299 121 111 114 142 99 104 204 259 57 89 45 83 71 857 59 67 648 52 201 98 366 357 1698 72 4138 69 79 internal_value=-0.000279151 -0.000572296 -0.0101747 -0.000198651 0.00513768 -0.000741375 -0.000932607 0.00383657 -0.000700185 0.000130212 -0.000237113 -0.00411076 -0.00523464 -0.00416977 -0.00491006 -0.00163435 0.000663217 -0.0101615 0.00687045 -0.0128802 -0.015824 0.00198079 3.85668e-05 0.00225728 -0.00318606 0.000164663 0.0073322 -0.000265211 -0.00332057 -0.0177086 internal_weight=2120.59 2100.18 78.6605 2021.52 186.617 1834.91 1814.32 177.651 1787.67 1437.64 1413.42 350.033 326.55 305.681 296.154 182.386 162.063 113.768 15.6606 98.1072 83.5985 159.528 139.765 125.078 72.1854 1373.17 77.6964 1295.47 404.408 32.4625 internal_count=11539 11030 681 10349 1353 8996 8907 1232 8793 6623 6519 2170 2028 1939 1894 1011 928 883 124 759 700 1121 920 822 456 6315 331 5984 1846 148 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=5 19 19 24 15 7 23 14 19 14 11 25 25 18 18 7 8 7 21 16 0 22 10 28 8 9 28 1 18 14 split_gain=20.1555 8.14764 8.89896 10.4493 8.61667 8.62035 11.2219 7.82794 6.79846 10.3693 8.17803 6.19148 5.61067 6.40007 10.3647 7.51196 8.32702 5.58183 5.52372 6.37975 6.17688 5.50307 5.44689 8.64307 6.60869 5.97916 7.81237 4.89035 4.30109 5.42614 threshold=93.166667938232436 94938.636718750015 98399.101562500015 0.29263226687908178 0.1012820526957512 1.5227272510528567 21.519833564758304 2.3761218786239628 87668.316406250015 11.905753612518312 2.8333333730697636 57.333269119262702 1.041541635990143 123.80062484741212 143.05500793457034 56.541666030883796 0.52463960647583019 6.7638888359069833 99999.058593750015 4.2144417762756357 81.500000000000014 4206.6479492187509 7.7670474052429208 8.8768830299377459 7.3829233646392831 46.78541564941407 0.064516868442296996 5.5000000000000009 52521.531250000007 18.24818325042725 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 -4 5 -5 7 17 12 10 -10 18 -1 15 -15 16 -14 -7 19 -6 27 -8 25 24 -24 26 -18 -20 29 -16 right_child=-2 2 3 4 11 6 21 -9 9 -11 -12 -13 13 14 28 -17 22 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.015690130872744769 0.029814554093180526 -0.019964548665311978 0.014188843805751691 0.00018829459070165443 -0.039267498598860202 0.0069068332202160279 -0.029302633448950535 0.0064838705746942168 -0.0021543333494699782 0.039970468708012304 0.029200081850131572 0.017631530253121593 0.022222969651663219 0.01786780644129449 -0.00022266599065377097 0.0092408004341968109 0.0082589481042994288 -0.027294665728346997 -0.0010745567512679042 -0.001048761981015217 0.023108968938051446 0.0054197358054480782 -0.0080519776567414617 -0.017821739410599689 0.019634628648666851 -0.02794589723787588 -0.016628690197324214 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-0.0181501 -0.00217784 -0.0193965 -0.00106371 -0.0259166 -0.0101726 -0.00257739 0.00728755 -0.0150554 -0.00986691 -0.00200859 0.000171701 0.000342983 internal_weight=2117.95 2098.1 474.247 444.723 414.878 140.712 93.279 46.6014 1623.85 52.1213 42.8973 274.166 1571.73 1551.22 1385.84 165.38 139.733 21.9244 259.143 15.7487 243.394 46.6776 132.184 51.7258 31.4038 80.4583 57.3675 234.238 1355.39 1341.6 internal_count=11539 11030 3288 3114 2952 1312 1000 455 7742 294 238 1640 7448 7359 6602 757 627 205 1546 117 1429 545 595 241 143 354 260 1287 6470 6400 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=5 24 28 14 17 25 12 8 0 13 2 21 28 22 19 19 24 9 19 6 16 24 2 17 26 23 10 15 25 28 split_gain=19.4925 7.71837 7.78759 6.62624 9.09783 5.25267 4.92054 4.91652 5.58394 6.74934 5.68741 5.12491 4.90243 5.48624 4.44292 8.96015 9.46162 8.10582 7.93664 7.9747 5.01309 4.64493 4.30672 4.30111 9.19168 5.56259 5.33198 4.88838 6.04328 8.35927 threshold=93.166667938232436 28.897273063659672 34.602722167968757 18.579212188720707 3565.268676757813 1.041541635990143 20.512189865112308 21.244976043701175 63.500000000000007 -0.95833334326744068 2534.7653808593755 3907.2775878906255 6.195796251296998 33730.201171875007 93602.050781250015 98399.101562500015 0.29263226687908178 2.2529069185256962 87668.316406250015 0.85355338454246532 5.2005603313446054 0.43722711503505712 23531.339843750004 7274.0187988281259 0.3237599134445191 1.9006666541099551 0.81521880626678478 0.30860807001590734 3.3526667356491093 1.4426383376121523 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 -1 -6 8 10 -10 -7 -11 22 -14 18 20 -17 -18 -12 -20 -16 -19 -8 24 -13 -25 -27 -28 -29 -30 right_child=-2 2 -4 4 6 7 12 -9 9 11 14 23 13 -15 15 16 17 21 19 -21 -22 -23 -24 25 -26 26 27 28 29 -31 leaf_value=0.014991777406890052 0.029734058369683861 -0.018938634971889252 5.7272122963669693e-05 -0.018455197868575333 0.016596124414779267 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10.044596891850231 7.9448829144239417 14.023610286414621 6.6381757557392111 21.483722984790802 30.397599872201681 6.4871689528226879 14.173884779214857 leaf_count=83 509 382 299 53 254 106 124 67 120 84 5630 109 111 72 91 114 912 47 65 99 53 1341 69 42 73 43 190 182 45 170 internal_value=-0.000263472 -0.000539938 -0.00981134 -0.000182482 0.00653033 -0.000622666 0.00916893 -0.000782514 -0.000650387 0.00496393 -0.00113136 0.0033556 0.00386115 0.0123348 -0.00092237 -0.00363805 -0.00246269 -0.00365121 -5.08564e-05 0.0145561 -0.0203532 -0.00787381 -0.00408655 0.0014905 -0.00692574 0.00516517 0.00756634 0.0099213 0.00486971 -0.00764919 internal_weight=2115.36 2096.04 77.8122 2018.23 124.199 1894.03 112.336 1874.84 1861.07 146.856 1714.22 138.213 65.5155 31.7086 1689.5 410.468 383.501 360.563 1279.04 32.6241 26.9666 191.661 33.8068 125.166 38.0404 87.1254 79.1806 72.5424 51.0587 20.6611 internal_count=11539 11030 681 10349 683 9666 630 9583 9516 1058 8458 938 376 183 8352 2558 2414 2300 5794 164 144 1388 193 854 182 672 630 587 397 215 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=5 19 20 15 24 21 16 14 5 18 25 18 18 27 15 7 7 28 10 16 27 25 9 24 10 25 25 5 20 16 split_gain=18.8511 7.38697 10.6301 7.64442 6.35961 6.14491 6.06647 5.42553 5.31514 7.10785 5.43013 6.57445 9.08424 6.23562 11.292 8.86739 5.95846 5.84601 7.10977 5.73189 5.17297 12.1188 11.0144 5.57476 5.2716 5.69858 5.26841 5.86129 5.17177 7.17609 threshold=93.166667938232436 94938.636718750015 7386.9155273437509 0.31339286267757421 0.30558307468891149 87225.496093750015 3.1596032381057744 6.7523844242095956 61.166666030883796 2349.2177734375005 1.041541635990143 123.80062484741212 143.05500793457034 1.326249957084656 0.056349206715822227 52.041666030883796 59.041666030883796 8.8768830299377459 10.222654819488527 1.0320009589195254 68.460250854492202 21.046333312988285 6.5119047164917001 0.75443771481513988 3.0998417139053349 14.735916614532472 5.0635416507720956 14.416666507720949 168.68965148925784 1.1846386194229128 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 20 -5 8 -7 -8 10 28 -1 13 -13 14 -12 17 19 18 -15 -14 21 22 -3 26 -25 -26 -24 -28 -10 -30 right_child=-2 2 -4 4 -6 6 7 -9 9 -11 11 12 16 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=0.014909263213385003 0.029653628748371429 0.031581359623336601 -0.032660887291859855 0.022864262333421554 -0.00072896407778130345 -0.0023733562543667526 0.035081184650794552 0.0082294269102315219 0.023733628701475936 0.017613677357658446 0.0030268919826693273 0.018019742693991689 -0.012028219595852404 -0.0082963155398010999 -0.027988084535097997 0.017455163125082607 -0.018258026001002688 -0.019676304209863563 0.012077368703559327 0.00027973287178304895 0.00057142331826821489 -0.021944510855359058 -0.0076401621808550617 -0.033296123339353251 -0.016290278917055083 0.020645400357851156 -0.0079978239772051287 0.026877930024136538 -0.025530098079482172 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18.579212188720707 3565.268676757813 -1.0000000180025095e-35 1.041541635990143 1.0205000042915346 21.244976043701175 63.500000000000007 -0.95833334326744068 3907.2775878906255 1535.9219970703127 65.166667938232436 19401.577148437504 19.591880798339847 123.80062484741212 143.05500793457034 0.56253641843795787 93.98746490478517 1.3484848737716677 1.0320009589195254 1.5279913544654848 -1.4166666865348814 -0.91287881135940541 -0.2462121248245239 20.512189865112308 6.195796251296998 33730.201171875007 0.89181286096572887 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 6 -5 -4 -1 -8 9 15 -11 -12 -13 -14 -15 16 18 -18 -9 20 23 -19 -21 -20 -25 -26 -6 -28 -29 -27 right_child=-2 2 5 4 26 -7 7 8 -10 10 11 12 13 14 -16 -17 17 21 19 22 -22 -23 -24 24 25 29 27 28 -30 -31 leaf_value=0.014197223412534845 0.029573194866415378 -0.021911385435592155 -0.026209931566642159 -0.017670567044144287 0.016124266283603774 0.0016166153253177665 -0.01877081560784305 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17.450941275805235 156.63318451866508 33.831652823835611 16.919657263904814 14.625539697706698 25.616112723946571 leaf_count=83 509 293 82 53 254 306 70 202 67 120 84 474 44 257 79 78 97 203 157 54 138 5889 123 90 160 1064 193 111 72 133 internal_value=-0.00024841 -0.000509134 -0.00947536 -0.000165822 0.00632413 -0.00251137 -0.000590954 -0.000741516 -0.000575418 -0.000444973 0.0047249 0.00315761 0.00136009 0.00886849 0.0137555 -0.000890128 -0.00105182 -0.000202546 -0.00443785 -0.00604958 -0.00403868 -0.000521438 -0.0186085 -0.00645473 -0.00501908 -0.00631694 0.00887801 0.00371521 0.01201 -0.00437615 internal_weight=2110.32 2092.03 77.1486 2014.88 123.872 49.4547 1891.01 1871.95 1854.86 1841.06 145.957 137.578 124.76 51.7331 43.4752 1695.1 1677.79 1341.36 336.435 302.446 260.703 1318.64 41.743 231.505 212.224 199.7 111.956 65.3768 31.5452 182.249 internal_count=11539 11030 681 10349 683 388 9666 9583 9513 9446 1058 938 854 380 336 8388 8310 6189 2121 1919 1742 6092 177 1604 1447 1357 630 376 183 1197 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=9 5 12 18 19 19 10 24 7 14 24 8 1 21 21 24 26 15 14 10 10 6 8 11 22 26 6 12 6 10 split_gain=20.1172 6.7904 5.79736 6.38914 5.64176 7.45389 6.78519 7.75456 6.2308 5.73505 5.59629 5.21903 5.20999 6.41701 6.90128 4.8715 8.85086 4.5204 6.70815 5.44504 4.35073 4.26755 4.23043 4.15459 4.58642 4.11994 4.05049 6.47492 6.45161 4.39186 threshold=79.072917938232436 52.833333969116218 37.488883972167976 52521.531250000007 92902.718750000015 84355.894531250015 0.73119062185287487 20.03001689910889 3.2613636255264287 26.853865623474125 0.29263226687908178 16.990515708923343 66.500000000000014 52903.494140625007 36553.820312500007 0.43722711503505712 0.83419102430343639 -1.1020833253860471 6.5460517406463632 17.225612640380863 0.83559149503707897 0.85355338454246532 2.2117338180541997 4.8333332538604745 11945.732421875002 1.8754265904426577 3.0275251865386967 20.281338691711429 1.4708693623542788 14.606277465820314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 25 8 -8 11 -10 17 13 14 26 -12 -17 18 -1 -19 -2 -15 -16 24 -7 -6 28 -28 -3 -30 right_child=20 12 -4 -5 6 23 7 -9 10 -11 15 -13 -14 21 22 16 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0013841535326230957 -0.0010136552685215835 0.005011980797201122 0.012925681666768324 -0.025492234998345225 0.021517289001477227 -0.011214578768892307 -0.0001334388007003975 -0.019522514676257284 0.0040774180437151237 0.015954139570534598 -0.031313202511629203 -0.012081328938211958 -0.018555820929606105 -0.0060101191591679709 -0.02851374686268952 0.015942585757500655 -0.011092567952959076 -0.0011378175450216875 0.026293201010705067 0.016344721472398922 0.025287376308998192 0.019900170214047663 -0.00076401056555759628 0.026636731880304586 0.01257264579623857 0.0014525614094029978 0.023779034146585561 -0.0075619675079412162 -0.001753896030849214 -0.022712593724279948 leaf_weight=18.316320963203907 6.7966220751404753 185.61912176758051 25.916430048644543 9.8253702297806722 11.099553316831587 9.8975122496485692 169.58098305761814 32.905438926070929 28.923000887036324 18.408184722065926 9.3191618621349317 36.546167477965355 9.3219976499676687 6.9152228198945513 9.7891997545957583 11.832359634339808 138.10296055302024 1105.2190238684416 13.833728134632109 16.269753068685532 33.864891823381186 33.129769876599312 9.9902563281357271 11.926499649882315 27.744233980774879 54.106282867491245 20.138328313827518 8.4103451743721944 31.365076184272766 12.618446148931978 leaf_count=88 89 898 144 51 56 48 907 375 138 81 53 164 72 42 45 69 993 5036 68 71 708 276 66 51 157 388 133 53 158 68 internal_value=-6.78734e-06 -0.000415893 -0.00115776 -0.00136949 -0.00123121 -0.000195179 -0.00409056 -0.00558584 -0.00430399 -0.000662814 -0.00806239 -0.000919822 0.0035502 0.00419827 0.00258058 -0.0102672 -0.00895905 -0.000566237 0.010525 -0.000884193 0.0208911 0.0154258 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92902.718750000015 84355.894531250015 0.73119062185287487 20.03001689910889 3.2613636255264287 31.352216720581058 26.853865623474125 16.990515708923343 2534.7653808593755 66.500000000000014 3.1348003149032597 20.516250610351566 -1.1020833253860471 25.833333015441898 17.225612640380863 4.1666667461395273 17467.213867187504 1.1464404463768008 1.0773502588272097 1.4708693623542788 4.9538543224334726 46467.218750000007 4.1130554676055917 65545.832031250015 37703.982421875007 10.546044349670412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 10 -6 8 -8 -10 11 12 -1 14 -3 -16 17 26 19 20 -18 -22 23 25 -25 -23 -14 28 -21 -30 right_child=-2 13 -4 -5 6 -7 7 -9 9 -11 -12 -13 16 -15 15 -17 18 -19 -20 27 21 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.013706579054813728 0.020638271291559599 0.0024519271409660743 0.01257665611219827 -0.024879116170674457 0.0047121629184489261 0.010841044987350567 -0.00012944389310486483 -0.01921489091078921 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13.228061757981775 10.073050394654272 12.341012284159659 61.95113779604435 18.079434707760811 leaf_count=108 797 1405 144 51 444 256 907 375 1166 87 81 164 48 72 275 59 3048 50 64 631 68 206 402 73 52 71 55 51 260 76 internal_value=-6.51337e-06 -0.00040387 -0.00112422 -0.00132973 -0.00119545 -0.000189379 -0.00397947 -0.00543819 -0.00418598 -0.00785866 -0.000643052 -0.00089237 -0.000549359 0.00345126 0.00408247 0.014299 -0.000252955 0.0110193 -0.000576547 -0.000818435 -0.00190554 -0.00652878 -0.00494745 0.000270604 0.012165 -0.00474032 -9.26704e-06 0.00302535 0.00400397 0.0113354 internal_weight=2114.95 2075.01 1748.33 1722.49 1712.72 1258.09 454.638 389.301 356.865 187.294 1208.39 1190.03 1153.46 326.683 317.266 43.6661 1128.05 31.4792 1096.57 1081.99 843.448 160.882 148.897 78.4289 23.2472 55.1817 19.5327 238.546 226.205 80.0306 internal_count=11546 10749 8938 8794 8743 5764 2979 2535 2160 1253 5508 5427 5263 1811 1739 334 5155 153 5002 4938 3920 872 804 402 125 277 103 1018 967 336 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=9 7 27 26 26 27 27 2 12 28 6 22 10 3 12 6 2 7 6 12 15 22 15 25 6 21 27 17 2 2 split_gain=18.4613 5.9978 7.26589 6.09839 6.38895 5.48986 4.87761 4.40279 6.06379 7.32283 7.08394 6.01143 4.34128 4.22942 4.55601 4.66887 8.27042 4.60928 4.31817 6.0178 9.29675 9.63684 6.27019 6.01111 5.84146 6.60583 5.38315 4.94673 7.62595 7.3674 threshold=79.072917938232436 32.348484039306648 2.2847210168838505 0.09723310545086862 0.11334807053208353 2.1682395935058598 2.4480237960815434 88002.128906250015 2.9433757066726689 0.75668799877166759 19.085333824157718 647.15951538085949 0.83559149503707897 1.1510000228881838 9.7637448310852069 1.2844570279121401 11244.862304687502 47.041666030883796 2.9433757066726689 1.4708693623542788 0.67028987407684337 148.03936004638675 0.40724815428256994 2.6158334016799931 4.300769805908204 16378.110351562502 1.4100526571273806 3268.6691894531255 3087.378784179688 4366.3879394531259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 -1 -6 11 -9 -10 -11 -8 -2 14 15 17 -17 -3 19 20 21 -15 -23 26 25 -20 -22 28 -21 -29 right_child=12 13 3 4 6 -7 7 8 9 10 -12 -13 -14 18 -16 16 -18 -19 24 27 23 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0046870100376299115 -0.001622020387616161 -0.01439458910654896 0.015165638917905793 -0.022338502020327739 0.012787691749285889 -0.028450360201169433 -0.012707281116728659 -0.0024283342556589674 0.0183601498196913 -0.018577376478386937 0.016288502469092001 0.00051289153425427615 0.024902000796754746 0.019662929241405058 -0.017996984765110979 0.022835647017207823 -0.0092565901757822051 0.00013227188357174774 0.0048623515381473166 -0.0032193046919458419 -0.0011638640837537224 -0.00028187398445893291 -0.018896358109716831 -0.0039691550983041238 0.0044251443771927161 0.036254890413778731 0.017870938546711557 -0.013034296817513231 0.021892139909906863 -0.00034354326711762736 leaf_weight=20.12321625649929 6.6961109973490229 28.835638225078583 19.980658024549484 13.153315499424933 21.67130084335804 15.480598352849482 32.423522412776947 410.23795919492841 6.4277308732271186 55.678749643266201 5.7900350987911215 683.97987622022629 32.551834553480148 19.281770512461662 16.337101712822914 17.051053389906887 12.544103369116781 61.761297270655632 11.645448766648771 24.852097645401955 16.198786213994026 107.45866658166051 19.195491880178452 19.007593385875225 85.765150289982557 12.517083726823328 76.613504327833652 52.822578266263008 19.365198582410812 186.63100223243237 leaf_count=90 89 118 97 63 94 70 163 2653 30 488 33 3177 708 83 76 71 53 264 61 108 75 474 87 116 550 78 343 227 83 924 internal_value=-6.41251e-06 -0.000392356 -0.001656 -0.00127517 -0.00154238 -0.0150194 -0.00131747 -0.00157336 -0.00380277 -0.0121072 -0.0152932 -8.5437e-05 0.0203767 0.0016685 -0.00313245 -0.00111198 0.00923314 -0.00449141 0.00267481 0.00157417 0.00489215 -9.51007e-05 -0.00310305 0.011401 0.0080958 0.0211248 0.0145487 -0.00144069 0.00777839 -0.00314308 internal_weight=2112.08 2072.83 1284.95 1249.34 1229.36 35.6038 1216.21 1194.54 478.134 67.8965 61.4688 716.403 39.2479 787.884 136.529 120.192 29.5952 90.5969 651.354 541.427 257.756 145.936 126.654 111.82 109.928 24.1625 92.8123 283.671 44.2173 239.454 internal_count=11546 10749 6958 6798 6701 160 6638 6544 3204 551 521 3340 797 3791 582 506 124 382 3209 2520 1178 644 561 534 689 139 418 1342 191 1151 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=9 5 8 14 15 0 19 19 2 8 16 2 15 17 20 14 19 24 15 20 23 5 21 7 21 1 21 21 10 16 split_gain=17.6851 5.78898 4.7268 6.89993 7.8092 7.47209 6.0259 9.20224 6.16844 5.72113 7.28706 5.27258 7.14488 5.48664 8.60333 5.9716 5.10293 7.4317 5.81445 7.24507 5.10769 4.94466 4.70877 6.18464 5.72356 4.55877 6.05284 6.45394 4.24402 4.17874 threshold=79.072917938232436 52.833333969116218 0.71242365241050731 1.2334740161895754 -0.040833333507180207 22.500000000000004 92902.718750000015 84355.894531250015 2534.7653808593755 1.4056724309921267 2.3797311782836919 70222.648437500015 1.2970588207244875 64964.736328125007 42319.390625000007 26.334067344665531 97323.398437500015 0.29263226687908178 0.084219858050346388 1.0000000180025095e-35 4.8875000476837167 14.416666507720949 75739.828125000015 37.183334350585945 55042.445312500007 66.500000000000014 52903.494140625007 36553.820312500007 0.83559149503707897 5.5233225822448739 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -6 7 8 -5 10 -7 13 22 14 15 -10 -8 -18 19 -19 -20 -22 23 24 -13 26 27 -3 -2 -28 right_child=28 25 3 6 5 9 16 -9 11 -11 -12 12 -14 -15 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0029318213124585979 -0.0015713887221807093 0.0036119267274854188 -0.026075015354724607 -0.01564707376486282 -0.013128139289101825 0.0045708598238105727 -0.01733860083704997 0.013851433899966506 0.0001907437080032633 0.01662187059343298 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31.858037814497948 23.165808457881212 leaf_count=1233 89 1310 129 99 365 133 139 214 3607 73 59 121 61 145 108 91 99 527 57 277 1099 67 69 32 134 72 96 111 708 222 internal_value=-6.16723e-06 -0.000380972 -0.00106624 -0.00167591 -0.00812914 -0.00524418 -0.00104046 0.000124568 -0.000464078 0.00204934 -0.00376689 -9.20422e-05 -0.00799179 0.000534126 8.00587e-05 0.00058493 -0.00441712 -0.00341207 -0.00456724 -0.0109847 -0.00191937 -0.000868031 -0.00353955 -0.0080336 -0.0130428 0.00329004 0.00390491 0.0023403 0.0201235 0.0149127 internal_weight=2109.64 2071.08 1745.28 1514.36 135.752 116.951 1378.61 1024.97 982.822 60.7503 43.4202 959.316 70.4549 888.861 857.053 833.536 353.638 328.117 307.957 89.9506 218.006 207.148 57.8835 45.3684 37.6652 325.793 316.298 276.935 38.5624 39.3629 internal_count=11546 10749 8938 7705 759 630 6946 4681 4467 265 192 4368 417 3951 3806 3698 2265 2126 2027 804 1223 1166 356 287 255 1811 1739 1421 797 318 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=9 0 2 19 24 23 9 24 26 19 15 24 23 16 15 20 23 20 26 24 18 15 9 20 10 27 27 24 11 18 split_gain=16.9393 5.4249 5.07693 5.51477 6.88938 9.04461 7.58221 5.74521 8.66049 5.55318 5.30516 5.85467 5.02735 4.74539 6.50025 5.70821 5.52692 5.44428 6.00827 5.15413 7.1196 4.4738 4.39453 4.70745 4.14795 4.14577 6.35535 4.01513 3.82155 3.75404 threshold=79.072917938232436 61.500000000000007 2534.7653808593755 92902.718750000015 0.29263226687908178 3.8436666727066044 2.2529069185256962 0.43722711503505712 0.89837497472763073 84355.894531250015 0.063164893537759795 1.3464590907096865 1.3631666898727419 1.1846386194229128 3.9782608747482304 271.55754089355474 3.3546667098999028 1804.157165527344 0.11851179227232934 0.066202685236930861 10670.736328125002 2.9302884340286259 53.906158447265632 2091.786499023438 0.83559149503707897 1.7460142970085146 2.4022786617279057 2.7410893440246586 0.58333334326744091 6697.4565429687509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 9 5 -5 -6 -8 -9 -4 -10 21 -1 -3 17 -16 22 18 -15 -19 -21 -12 -17 -24 -2 -20 -27 28 -13 -18 right_child=24 13 3 4 6 -7 7 8 10 -11 11 27 -14 14 15 16 29 19 25 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0039277103137813144 -0.001522398321169467 -0.013996522576004006 -9.2133049829362391e-05 -0.0010319800277518907 -0.00012084045868389652 0.032147400296752421 -0.031151144737244008 0.015496941455936801 -0.015985710878569145 0.0098163974368936317 -0.018780187366709403 0.021959717023360605 -0.028344963606939017 0.020322407965579731 0.024679441275200768 0.018528784078052092 -0.033990255606029612 -0.0080688593679518611 0.018119059595898237 0.027001184308742505 -0.0058720086866803512 -0.001329164579851938 0.0025784566665418948 -0.022784175563664723 0.024475238480678875 -0.019775599409267763 0.0041623135646184882 -0.0044307813475816223 -0.0030320616822783995 -0.0047968987761983243 leaf_weight=21.726548001170158 6.7123983576893798 11.824380189180372 1335.5471503175795 23.506550900638103 188.80599258467555 10.787679791450499 9.436625234782694 14.105030864477156 63.911224983632565 52.922868885099888 38.909930273890495 11.943399891257288 11.662906982004641 16.347591176629066 6.4771725870668879 9.584563806653021 8.3243552558124048 6.1372854560613623 8.9333314001560193 34.633620083332062 7.1542958170175543 20.026209786534309 23.309418097138405 9.1802151650190336 31.182619024068117 15.452041812241076 28.196133006364107 62.317202664911747 10.217593289911745 7.5689990371465674 leaf_count=90 89 53 6106 113 1071 54 55 84 726 272 223 79 53 74 84 52 61 29 48 272 54 91 122 52 708 81 187 440 59 64 internal_value=-6.09926e-06 -0.000370155 -0.00086306 -0.000652957 -0.00352337 0.00940501 -0.00457983 -0.00822645 -0.00724948 0.00028554 -0.00879699 -0.00559341 -0.0124566 0.00441748 0.00561845 -0.00203077 -0.00501532 0.00983696 0.00443751 0.0176028 0.0213731 -0.0128504 0.000678064 -0.00458797 0.0198702 -0.000501102 -0.00431203 -0.000530558 0.010437 -0.0200873 internal_weight=2106.85 2068.95 1875.83 1842.44 453.967 34.2942 419.673 230.867 221.431 1388.47 207.326 143.414 33.3895 193.123 181.299 64.4447 57.9676 116.854 68.9291 47.9252 41.7879 58.9361 42.0742 32.4896 37.895 52.5815 43.6482 84.4782 22.161 15.8934 internal_count=11546 10749 9516 9373 2995 167 2828 1757 1702 6378 1618 892 143 1233 1180 435 351 745 390 355 326 314 226 174 797 316 268 578 138 125 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 9 11 24 10 14 10 12 20 2 22 14 11 28 9 5 16 11 22 2 1 17 0 17 1 17 11 12 13 13 split_gain=17.5892 9.30843 7.71707 7.39432 5.60333 5.44152 8.16934 9.60455 6.36313 6.26973 6.18109 7.03234 5.43142 5.37572 5.12212 5.71241 6.97695 5.11416 5.50674 4.95659 10.0173 6.56373 6.59599 5.42457 5.29903 5.58911 5.02002 4.97571 4.94421 4.56104 threshold=88.500000000000014 38.677083969116218 -8.833333492279051 28.897273063659672 13.257253646850588 1.4394283890724184 1.6607555747032168 3.5705425739288335 1429.2001953125002 41767.988281250007 404.60197448730474 10.78270196914673 -1.0000000180025095e-35 1.8997291326522829 56.510416030883796 33.833333969116218 1.8354964256286623 13.416666507720949 1227.195739746094 71242.054687500015 10.500000000000002 81039.878906250015 43.500000000000007 66878.410156250015 48.500000000000007 8209.5034179687518 0.58333334326744091 0.85355338454246532 0.68333333730697643 3.7638888359069829 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 5 -1 -4 7 8 10 -10 14 -12 -11 -3 15 16 -7 18 -9 23 21 -21 27 24 29 -26 -24 -23 -18 -8 right_child=1 13 3 -5 -6 6 19 17 9 12 11 -13 -14 -15 -16 -17 28 -19 -20 20 -22 22 26 -25 25 -27 -28 -29 -30 -31 leaf_value=0.004760520009296919 -0.029125079708957627 -0.018327169835107168 -0.0034500262294600357 -0.010855869528757911 0.031593505324283636 -0.0024033987810144256 0.001383184278754419 -0.023720782964167315 0.028420673890755851 0.0225108927088357 -0.010210826671034817 0.015609119796058103 -0.0036691904533427788 0.028720895543933467 0.031565199389846636 -0.0040366171467661619 0.043168115875068414 0.012306079349968664 -0.001412131715926018 -0.016755837980027336 -0.02868472924651596 0.019200055620297436 -0.00023564044891450929 0.013367769461294414 -0.004071359596423795 0.023910758981499258 0.030500862408773873 -0.0029782196888347729 0.012825300076142477 -0.003258994727987968 leaf_weight=19.333593480288986 3.0901829674839965 2.3548866137862197 422.94984763860703 63.335859976708889 10.98289595544338 11.605203855782749 581.45419305562973 16.411279011517763 25.931972242891788 12.947432972490789 34.000408500432968 13.171328961849211 15.878844171762465 30.427646653726697 9.5845577120780927 21.811583414673805 9.0694878026843089 11.637238539755343 25.326800294220448 26.737258657813072 13.569351673126219 9.3758665770292264 9.1788152977824229 29.410731635987759 10.353671431541445 16.927477665245533 9.9843524508178216 314.2230583243072 10.347046121954916 283.29331935942173 leaf_count=94 23 42 2268 571 56 88 2711 74 119 64 150 61 74 790 47 95 65 65 105 145 75 62 91 133 47 100 87 1838 46 1260 internal_value=-0.000175111 0.0206494 -0.000541512 -0.000768268 0.0144814 -0.000439812 0.000396572 0.00577612 0.00936695 0.0177179 0.00519428 -0.00300136 0.00808969 0.0253413 0.0113881 0.00772769 0.0159993 -0.00528043 -0.0101838 -0.000501277 -0.00336931 -0.00243964 -0.0013229 0.000691047 0.000273088 0.0132911 0.0157786 -0.00233563 0.0269985 -0.000137604 internal_weight=2074.71 35.8727 2038.83 2008.52 30.3165 1945.18 1522.23 217.723 164.348 54.7582 109.59 47.1717 28.8263 32.7825 62.4179 52.8333 31.0217 53.3753 41.7381 1304.51 383.069 369.499 342.762 921.439 892.029 27.2811 19.1632 323.599 19.4165 864.748 internal_count=11446 855 10591 10441 150 9870 7602 1053 809 257 552 211 138 832 341 294 199 244 179 6549 2298 2223 2078 4251 4118 147 178 1900 111 3971 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=0 7 11 28 16 10 23 25 6 6 28 10 25 21 23 27 15 8 15 15 2 14 10 28 7 11 8 26 7 11 split_gain=16.8793 9.17509 7.27458 5.9416 6.0496 7.76452 7.17771 8.04134 6.59226 7.26295 5.80634 5.3259 4.92326 7.55524 8.00076 6.2655 6.13856 5.21434 6.20882 4.73929 4.60179 4.5734 6.12966 13.2597 7.52126 7.12177 6.73305 7.55982 6.11312 5.37897 threshold=88.500000000000014 36.458333969116218 -8.833333492279051 9.0695986747741717 12.454337120056154 0.81744554638862621 55.90483474731446 40.666528701782234 1.4708693623542788 15.072023868560793 1.7815860509872439 13.257253646850588 1.3573809266090395 40510.861328125007 8.6894998550415057 36.509666442871101 -0.051956815645098679 7.3829233646392831 1.2535714507102969 0.59307357668876659 19927.473632812504 1.4394283890724184 1.6607555747032168 1.6507847309112551 5.8666667938232431 1.5833333134651186 1.1136690378189089 0.086637843400239958 62.041666030883796 10.166666507720949 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 11 21 5 -5 7 12 20 -10 -3 -1 -7 16 17 -16 -14 18 19 -15 -6 -4 23 25 -25 28 -24 -28 -23 -27 right_child=1 10 3 4 8 6 -8 -9 9 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 26 24 -26 29 27 -29 -30 -31 leaf_value=0.0046161341414358084 -0.036997692893133163 -0.023312880559673559 -0.00310605192361924 0.004570372737269679 0.023032930890150891 0.015532987887847367 -0.025721322714862872 0.0069633197807675356 -0.01516574666310039 0.006127718031330668 0.027844184198141941 0.030822062505966998 0.0013272532527887156 0.0051052488120723457 -0.0088171054891100532 -0.033973227456446889 -0.023392838522638598 -0.0084238531084090216 -0.0073013190426227557 0.033463067927262079 0.0020865831965034536 0.0050207610891216132 0.018032466701097063 0.011120905091757196 0.050934259607779427 -0.013124449125828337 -0.015468393453695958 8.6983155665559955e-05 0.027735570717165734 0.0069647971900314784 leaf_weight=19.340070754289631 2.3373975455760947 2.1356478855013838 325.34827956184745 51.327076300978661 18.457213543355465 7.0946644544601432 19.478232957422733 32.982891757041216 26.978544268757105 30.961722508072853 30.712361143901944 10.920996859669684 11.106874510645865 10.072775345295669 69.849556181579828 10.213623031973837 48.602978244423866 22.0893524736166 11.52645070850849 11.203674525022505 19.320877686142921 122.63641955703497 18.266254991292953 8.5760099999606627 8.506151430308817 33.982712179422379 28.908168405294418 1029.4111193940043 11.678656466305254 18.539598219096661 leaf_count=94 15 35 1611 366 84 30 251 236 146 142 805 56 73 59 536 79 251 99 53 55 89 543 84 54 47 141 120 5129 69 94 internal_value=-0.000169903 0.0204316 -0.00052569 -0.000745802 -0.0040111 -0.0060728 -0.00822165 -0.00676958 0.00257018 -0.00378709 0.0245182 0.0140737 -0.00901458 -0.00990923 -0.005978 -0.0120263 -0.0187946 0.00284371 0.0104312 0.0200378 0.0123203 7.01219e-05 0.000877118 0.0056463 0.0309462 0.00333318 -2.62272e-05 -0.000337915 0.00699581 -0.00603324 internal_weight=2072.57 35.1854 2037.38 2007.12 401.267 305.548 254.221 234.743 95.7184 57.9403 32.848 30.2611 201.76 194.665 134.955 80.0632 59.7099 54.8923 32.8029 21.2764 37.7781 1605.85 1280.51 203.92 17.0822 186.837 1076.59 1058.32 134.315 52.5223 internal_count=11446 855 10591 10441 2549 2088 1722 1471 461 288 840 150 1235 1205 881 615 324 266 167 114 173 7892 6281 948 101 847 5333 5249 612 235 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=5 11 0 15 8 11 16 22 20 10 22 1 19 19 27 18 21 10 11 26 14 2 23 10 28 27 14 11 14 20 split_gain=16.4587 6.82715 6.02965 5.93376 7.7473 5.54732 5.42699 7.21275 5.26413 5.10392 5.09599 4.77194 4.62653 8.17061 4.52086 4.21733 4.21643 4.7875 4.13588 4.08501 5.74749 6.97882 6.96077 8.36397 10.4478 9.0796 5.76548 4.8862 6.46378 5.83161 threshold=93.166667938232436 -8.833333492279051 63.500000000000007 1.6282894611358645 1.7546440958976748 -6.4999999999999991 6.4533994197845468 5580.3974609375009 1623.4248657226565 13.257253646850588 1316.3747558593752 48.500000000000007 18404.718750000004 61062.058593750007 1.7460142970085146 1424.245544433594 8656.1733398437518 1.6607555747032168 1.1666666865348818 0.032670872285962112 1.4394283890724184 2884.307250976563 55.111167907714851 1.6607555747032168 1.6507847309112551 16.473997116088871 2.1941725015640263 0.41666667163372045 13.270493507385256 1429.2001953125002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 5 6 -5 -3 7 8 14 -1 -6 19 18 -14 -4 -9 17 -16 -12 -7 21 -21 23 24 27 -26 -27 29 -29 -22 right_child=-2 2 3 4 10 11 -8 15 -10 -11 12 -13 13 -15 16 -17 -18 -19 -20 20 22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.0044762088308469544 0.031064549331180913 -0.023316264841295887 0.031149375111419672 -0.024071555797243422 0.021842465081773989 0.0089121140741392976 0.020266511765098544 -0.027162439173019047 0.033107891792542067 0.030104427360488191 -0.026944608736206792 0.015753149889498712 0.014461686375026372 -0.016979143143184737 0.0079058614977069366 0.0015745937919176144 0.019229565897288671 -0.018195589948262876 -0.001773558475082917 -0.021674645301626261 0.0015394961335370657 -0.0036507313029378601 -0.014170045195942688 -0.0010936896658074217 0.04807442422868901 0.0027042936363289674 0.035415384351158596 -0.0085915908001756441 0.012477958462722375 0.017194121064455083 leaf_weight=19.346202295273546 15.077534843236206 10.079892143607138 5.8086212277412406 11.528904337435959 10.394502710551022 35.67274747043848 29.93265544436872 8.135680243372919 8.0722568891942483 10.953454367816446 9.0484285168349761 15.175583988428114 27.318489715456963 10.222526993602512 14.053179461508991 10.564464084804056 9.8891656883060914 11.49974889308214 16.751379873603582 20.440604045987129 61.543192140758038 357.20114692300558 32.541947215795517 1173.1239829547703 8.3565158471465093 17.44627678766847 6.7162715159356585 53.543425984680653 17.351006060838699 32.846621453762054 leaf_count=94 493 62 31 70 116 158 260 65 70 57 54 76 192 91 69 74 150 64 95 85 278 2048 286 5748 45 125 46 225 80 139 internal_value=-0.000165066 -0.000394135 -0.000605608 0.00458466 -0.00120204 -0.00112186 0.00962162 0.00493747 0.0109526 0.0137409 0.00237372 -0.000999744 -0.00082118 0.00590026 0.00661703 -0.0109277 0.00259641 -0.00384074 -0.0106015 -0.00113968 -0.001341 -0.00462631 -0.000456999 -0.00013149 0.00557508 0.0211191 0.0117967 0.00251685 -0.00343494 0.00698713 internal_weight=2070.64 2055.56 2025.26 183.22 85.2642 1842.04 97.9558 68.0231 49.323 30.2997 73.7353 1831.96 63.3408 37.541 41.2507 18.7001 35.4421 25.5529 25.7998 1816.78 1781.11 377.642 1403.47 1370.93 197.803 32.5191 24.1625 165.284 70.8944 94.3898 internal_count=11446 10953 10802 1401 618 9401 783 523 384 151 548 9339 432 283 314 139 283 133 149 9263 9105 2133 6972 6686 938 216 171 722 305 417 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=5 11 0 24 15 8 1 16 22 20 22 10 11 19 19 24 18 11 26 14 10 2 28 26 26 11 14 27 20 5 split_gain=15.9473 6.43675 5.69442 5.81329 5.63026 7.20898 5.31352 5.21843 6.82544 5.98015 4.87282 4.85448 4.34415 4.34082 7.70242 3.81337 3.81299 3.80939 3.70535 5.60205 7.05418 6.64124 6.46398 11.4902 6.22578 5.41889 6.32668 5.69904 10.6602 5.32578 threshold=93.166667938232436 -8.833333492279051 63.500000000000007 28.897273063659672 1.6282894611358645 1.7546440958976748 48.500000000000007 6.4533994197845468 5182.1015625000009 1623.4248657226565 1316.3747558593752 13.257253646850588 -0.41666667163372034 18404.718750000004 66644.648437500015 35.02495193481446 1424.245544433594 1.1666666865348818 0.032670872285962112 1.4394283890724184 1.6369056105613711 2884.307250976563 1.6507847309112551 5.7200362682342538 13.203987121582033 0.41666667163372045 13.270493507385256 6.2536079883575448 1429.2001953125002 44.416666030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 6 7 -6 18 8 9 -4 -7 -1 -5 17 -15 -14 -10 -12 -3 21 22 -20 25 -24 -25 27 -27 28 29 -21 right_child=-2 2 4 12 5 10 -8 -9 16 -11 13 -13 15 14 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.0043405996301679175 0.031032457513928486 0.008654588744164032 0.0064484077902898741 -0.025964922438536361 -0.023076911630404064 0.021508958999262015 0.017881204066023889 0.019915698562563058 -0.025545816853189608 0.036115636606541483 -0.025761471811582653 0.029381932043274214 -0.02020629543322866 0.01372403600853647 -0.017472403732254248 -0.0010780865842015196 0.0012610906115492382 -0.0017188940521741763 -0.021061239179167406 -0.00086969878465604892 -0.0011155051452152907 -0.0034431773775544226 0.036248734668309947 -0.020595018958496723 0.017765365217724371 -0.0087677907843295762 0.012131320131548572 -0.010665432655887231 0.028217717820520183 0.021780015957875716 leaf_weight=19.352008096873764 14.646829973906277 35.632811494171619 41.076701397076249 12.512481324374674 11.662941031157969 10.241340316832064 13.630902603268622 29.55193436332047 8.3170562535524386 7.1846296824514857 9.1780379116535205 10.887126520276068 12.745481323450802 27.846296053379774 9.5712178386747819 35.523158434778452 11.214639062061904 16.765371657907963 20.405388452112675 46.229658909142017 1174.6248720660806 341.98340968415141 15.166943944990637 7.3140733614563924 7.9429194182157516 52.78739882260561 17.311986744403839 13.415460221469401 22.048639968037605 11.709949940443037 leaf_count=94 493 158 314 178 70 116 70 260 66 65 54 57 105 197 86 280 78 95 85 203 5712 1901 80 57 61 222 80 66 91 52 internal_value=-0.000160023 -0.00038247 -0.000587773 -0.00108899 0.0044652 -0.00116332 -0.000777486 0.00939526 0.00480925 0.0108649 0.00230909 0.0133563 -0.0102124 -0.000794279 0.00574414 -0.00612895 -0.0101539 -0.0102245 -0.000921457 -0.00111859 -0.000240353 -0.00443522 0.00506048 0.0177577 -0.000624279 0.00269785 -0.00360647 0.00742923 0.010464 0.00370795 internal_weight=2068.48 2053.83 2023.6 1840.99 182.61 85.2652 1780.2 97.345 67.793 48.2613 73.6023 30.2391 60.7811 63.3609 37.4175 48.2686 19.5317 25.9434 1766.57 1730.94 1368.55 362.389 193.927 30.4239 15.257 163.503 70.0994 93.4037 79.9882 57.9396 internal_count=11446 10953 10802 9401 1401 618 8838 783 523 379 548 151 563 432 283 385 144 149 8768 8610 6624 1986 912 198 118 714 302 412 346 255 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=5 11 0 24 15 8 16 1 28 5 15 23 22 16 11 16 19 19 24 11 26 14 17 8 8 8 20 21 26 27 split_gain=15.4526 6.069 5.37636 5.51759 5.33843 6.71248 5.05816 5.03699 4.90808 5.89581 5.81255 4.83997 4.65875 4.24145 4.23991 4.19256 4.07364 7.28462 3.64134 3.51301 3.48996 5.28032 6.30441 7.67019 5.28366 5.95468 6.66458 4.41631 4.54787 4.11595 threshold=93.166667938232436 -8.833333492279051 63.500000000000007 28.897273063659672 1.6282894611358645 1.7546440958976748 3.7576845884323125 48.500000000000007 0.70827797055244457 81.166667938232436 0.39791667461395269 2.6611667871475224 1316.3747558593752 12.753087997436525 -0.41666667163372034 8.0336241722106951 18404.718750000004 61062.058593750007 35.02495193481446 1.1666666865348818 0.032670872285962112 1.4394283890724184 3112.142211914063 1.0740272402763369 1.1571011543273928 1.0579749345779421 282.91210937500006 3907.2775878906255 0.051989750936627395 1.1956278681755068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 7 6 -6 8 20 10 -10 -4 15 -7 -1 -5 -8 19 -18 -16 -14 29 22 23 -22 25 27 -27 -23 -29 -3 right_child=-2 2 4 14 5 12 11 -9 9 -11 -12 -13 16 -15 18 -17 17 -19 -20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.003911762023987686 0.03100135327279616 -0.00086261314895117098 0.00083019877316127945 -0.025734810234416927 -0.022138257361031786 0.021177810542710448 -0.0093740238898527024 0.017484451227521167 -0.045847959155419865 0.0051191929542701081 0.028192273738539775 0.024405190361594203 -0.024651749013979266 0.026927561763141806 -0.019813287033631791 0.018287688445812859 0.013845281796631416 -0.015707278814664685 -0.0010464219590458975 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5.69474 8.35312 7.65941 6.55102 5.32443 5.11586 4.95949 11.4495 7.49546 9.31998 5.36088 5.34963 6.55776 5.14326 7.94381 4.31644 threshold=94.125000000000014 13.274305343627931 -17.749999999999996 -1.0000000180025095e-35 18165.799804687504 29.555417060852054 15455.573730468752 18647.451171875004 13948.365234375002 40.422618865966804 1.7786160707473757 42.177083969116218 17565.750976562504 15919.788085937502 20.968221664428714 48823.662109375007 10.273669242858888 38.958333969116218 15.072023868560793 1.823158383369446 1.5921710133552553 0.30943784117698675 1.9266272187232973 7433.0549316406259 19.591880798339847 12.489280223846437 8.0424594879150408 6308.0275878906259 9224.2661132812518 1721.0357666015627 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -6 8 12 9 10 -3 -11 13 -8 16 -16 -9 -18 20 -10 21 -12 -23 29 25 26 27 -22 -29 -24 right_child=-2 6 3 -5 5 -7 7 14 19 11 18 -13 -14 -15 15 -17 17 -19 -20 -21 24 22 23 -25 -26 -27 -28 28 -30 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29.059204360470176 34.002523023635149 9.386625509709118 11.62633456289768 21.909192986786366 50.89876888692379 16.310295894742012 15.112112954258917 29.064865976572037 17.229608848690987 25.645983040332794 12.058213934302328 25.710142761468887 31.325459837913513 18.673807218670845 leaf_count=34 390 155 756 3007 64 97 49 2855 98 112 366 1412 153 154 83 192 194 90 52 112 218 75 68 132 77 115 53 114 140 80 internal_value=4.06007e-05 -0.000119133 -0.00320399 -0.00350538 -0.0103219 0.00708043 0.00125021 0.00305871 -0.000467137 0.000317162 -0.00241776 0.00342755 0.0128881 0.00588744 0.00188533 0.0119848 0.00106944 -0.0110507 -0.000702388 -0.0127872 -0.00143131 0.00240648 0.0103921 0.00568952 -0.00508808 -0.00696014 -0.00430201 -0.00664614 -0.000459699 0.0164045 internal_weight=2074.62 2063.95 634.513 626.477 100.701 20.355 1429.43 696.24 733.193 689.311 366.794 322.517 74.2497 43.608 621.99 46.4923 575.498 43.3891 329.681 43.8819 318.054 155.186 79.1611 62.8508 162.868 145.639 119.993 107.934 57.0356 33.7859 internal_count=11497 11107 3958 3924 917 161 7149 3770 3379 3169 1645 1524 356 203 3414 275 3139 284 1490 210 1438 721 355 280 717 640 525 472 254 148 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=5 5 1 11 13 10 20 17 15 17 2 13 11 5 25 6 15 27 13 8 13 14 20 15 2 17 23 15 17 19 split_gain=12.136 8.74783 6.04993 6.96175 8.22707 9.30863 5.90235 4.97758 9.72113 8.24999 7.16964 6.39813 5.47129 5.12691 5.7088 5.45922 6.80016 4.96487 4.86944 8.83529 7.91139 5.97254 6.95886 4.84667 4.58563 7.70419 6.00452 4.50973 4.76033 5.60382 threshold=93.166667938232436 12.833333492279055 -22.499999999999996 -0.41666667163372034 -0.64583334326744068 9.1494073867797869 1.0000000180025095e-35 15455.573730468752 -1.9838709831237791 20810.438476562504 13948.365234375002 -1.3166666626930235 -1.0000000180025095e-35 42.416666030883796 1.857166647911072 2.9433757066726689 3.2583333253860478 1.5003076791763308 1.0000000180025095e-35 1.5257045626640322 1.0416666865348818 1.3032591938972475 101.95283126831056 -0.02105496451258659 8217.8720703125018 3268.6691894531255 1.2232500314712527 0.60208335518836986 2684.2148437500005 4478.4611816406259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 -5 -4 10 -9 -10 13 -11 -12 14 17 18 -17 -3 19 21 27 22 -15 -6 25 26 -22 28 -20 -30 right_child=-2 7 3 4 23 -7 -8 8 9 11 12 -13 -14 15 -16 16 -18 -19 20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.02143236316084662 0.028682808644549439 0.0030295446122541431 -0.025517946398014382 0.034004024819103779 -0.013467274882758219 -0.0052599322318458231 -0.0070957252864900632 0.025796072662019595 0.0096631809743146016 -0.017066103517293894 0.0032679292259593013 0.001448678987492876 -0.018947529789846811 0.024779832255025554 -0.00050178094673136622 0.023248389595402874 -0.0035522745297930352 -0.014797359094459762 -0.018030188893959187 -0.0034484075950819639 0.00053389691394149829 0.028552797298509038 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0.00108877 0.00290446 0.0023637 -0.000586438 0.000890506 -0.0120091 0.000150986 -0.00237554 0.00268897 0.0136043 -0.00997946 0.00143507 0.00748322 -0.0008153 0.0158139 0.00729869 -0.00307753 0.00444223 0.000375899 0.0068865 -0.00658624 -0.00121508 0.00287337 internal_weight=2072.07 2058.84 586.023 577.217 490.843 21.8457 86.3739 1472.82 706.777 690.467 766.044 574.516 46.4551 719.589 360.608 358.981 36.9888 71.2933 321.992 87.3169 234.675 49.5536 29.7005 468.997 122.8 82.3057 54.7552 111.875 62.319 50.1303 internal_count=11497 11015 3835 3796 3020 144 776 7180 3625 3475 3555 2943 224 3331 1646 1685 211 300 1474 398 1076 220 128 2876 582 368 235 494 277 223 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=5 9 15 13 11 17 20 23 17 15 19 13 2 9 27 15 21 17 17 11 5 6 27 12 25 22 23 9 12 7 split_gain=11.7393 8.59106 4.54391 6.50849 8.43295 4.7766 6.48363 4.71715 4.21788 8.32992 9.05293 8.33413 6.97546 5.87618 9.71765 6.19313 5.78162 5.41585 7.42859 5.13233 5.0886 5.00207 4.80043 4.69951 4.70306 7.02137 7.05112 6.50345 5.0617 9.12829 threshold=93.166667938232436 13.274305343627931 -9.7499999999999982 -0.087121214717626558 0.83333334326744091 39629.066406250007 0.0008635785197839142 29.555417060852054 15455.573730468752 -1.9838709831237791 18647.451171875004 -1.3166666626930235 13948.365234375002 40.422618865966804 1.7786160707473757 0.12310606241226198 13689.624511718752 17565.750976562504 15919.788085937502 -1.0000000180025095e-35 25.833333015441898 15.072023868560793 2.3372235298156743 16.758076667785648 7.3332500457763681 3883.060668945313 1.6675833463668825 34.013158798217781 1.8660253882408144 26.041666984558109 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -4 -7 -8 12 20 17 -12 13 14 15 -3 -15 18 -11 -14 -10 23 -21 24 25 26 -16 28 -28 -30 right_child=-2 8 3 -5 -6 6 7 -9 9 10 11 -13 19 16 21 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.016235080789999252 0.028594324022927668 -0.03333130422093937 -0.029717253042300423 -0.0021723118781874261 0.024367626193692087 -0.023209287153173046 0.012608646406843208 -0.009650262845332885 0.0023082623324092786 0.026761624604819473 -0.01488299194022508 0.0018707181957674126 0.0031171155163280681 0.0024152396326044818 0.020030944178655963 -0.0077102481538362314 0.022408645730094868 0.021950621228718454 -0.0017545611081495052 -0.0093819904489367972 0.036264763242580808 0.018714463251879504 -0.033922454506753158 -0.019494842828851156 0.014461531483603724 -0.0085858697101042908 -0.00099876963900869106 -0.018789516277605934 -0.00090982724540882996 0.031502352252002562 leaf_weight=10.806083481758831 12.875866526737807 13.230626747012137 13.794605515897272 537.17188842222095 5.614844247698783 22.650242153555155 11.991918161511419 30.017062745988369 6.3389777205884483 10.996679555624722 28.027924295514822 573.84560016356409 13.817704457789658 308.4170807339251 17.032631009817123 23.702559098601341 13.590852715075014 30.329165156930685 32.582255829125643 18.375419057905678 10.636450067162512 11.571847692131994 11.768450260162352 12.367648690938948 17.515771314501762 88.417995408177376 134.34701997041702 15.426142841577528 19.332968667149544 13.132046908140181 leaf_count=52 482 57 85 3123 32 354 86 226 35 49 196 2974 63 1451 73 98 72 151 154 84 120 52 63 53 80 388 632 68 87 57 internal_value=3.8191e-05 -0.00014057 -0.0030516 -0.00338708 -0.011149 -0.0136909 -0.0102718 -0.00329622 0.00115077 0.00282868 0.0023073 0.00109053 -0.00043709 0.000303118 -0.00229701 -0.0168885 0.00325909 0.0122161 0.00544119 -0.0120228 0.0235847 -0.000659699 -0.0189628 -0.00136566 -0.000631025 -0.00154993 0.00157198 -0.000153265 0.00157014 0.0122008 internal_weight=2069.73 2056.85 632.047 621.241 84.0687 78.4538 64.6592 42.009 1424.8 692.757 675.782 601.874 732.047 688.085 366.077 36.9332 322.008 73.9081 43.5789 43.9616 16.9754 329.144 30.1439 317.572 305.205 287.689 199.271 182.238 166.812 32.465 internal_count=11497 11015 3958 3906 783 751 666 312 7057 3679 3524 3170 3378 3168 1645 155 1523 354 203 210 155 1490 147 1438 1385 1305 917 844 776 144 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=5 9 10 14 10 10 8 8 10 25 9 27 11 8 21 17 19 10 17 15 19 28 28 19 2 9 27 15 9 8 split_gain=11.3553 8.09923 4.29534 6.99206 6.74426 6.01279 7.95402 4.82047 8.84446 5.24388 4.97496 4.71277 4.56702 4.55057 4.9465 5.48534 4.48443 7.48489 3.97092 7.93 8.52781 6.94523 9.24802 9.0805 6.55528 5.53471 9.18168 5.91621 5.61749 5.28815 threshold=93.166667938232436 13.274305343627931 0.54878199100494396 1.4446866512298586 0.52463960647583019 1.1346355676651003 0.99810245633125316 1.5638756155967715 1.6607555747032168 7.0152082443237314 6.7178030014038095 7.8851306438446054 1.1666666865348818 2.4546388387680058 55042.445312500007 46848.613281250007 94938.636718750015 3.8381960391998295 15455.573730468752 -1.9838709831237791 18647.451171875004 20.968221664428714 10.273669242858888 55695.531250000007 13948.365234375002 40.422618865966804 1.7786160707473757 0.12310606241226198 42.177083969116218 21.841282844543461 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 -1 6 -5 -7 -9 12 13 -4 -10 -11 -15 -16 -17 -18 24 -20 -21 22 -22 -23 25 26 27 -3 -27 -24 right_child=-2 18 3 5 -6 7 -8 8 9 10 -12 -13 -14 14 15 16 17 -19 19 20 21 23 29 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0082742374145912158 0.028505044564277243 -0.032596951461857239 -0.034047349597749452 0.00050057916583178908 0.021966631619104605 -0.015287487996803054 0.035518168064695627 0.029854730976729867 0.018893788787530921 -0.0027999540870594654 -0.0081595133419265966 -0.0083848336767389751 -0.0055814320725126633 0.031111257122307261 -0.016785210735574319 0.02378374859944386 0.014787582917381503 -0.027480818500784158 0.023091644189022435 0.011860495706362145 0.001236046216426845 0.024912408084717751 -0.018809522189588444 -0.0022898252637664125 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8.34692 6.23562 5.024 4.94241 threshold=93.166667938232436 13.274305343627931 -9.7499999999999982 -0.087121214717626558 18165.799804687504 29.555417060852054 1.5055555701255801 39.769720077514656 24.001199722290043 29.776923179626468 14.989583492279055 12.09833335876465 35561.404296875007 2.1231044530868535 919.41525268554699 13.416666507720949 2708.3037109375005 40239.332031250007 10.644418716430666 17.347892761230472 21296.283203125004 7.3817496299743661 14.833333492279055 10091.520996093752 23607.258789062504 17565.750976562504 17.633086204528812 23.010416984558109 25430.535156250004 7.7102842330932626 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 -4 8 9 10 13 17 -13 14 -3 -15 -17 18 20 28 21 22 -12 27 -22 -26 -27 -23 -20 -24 right_child=-2 7 3 -5 5 -7 -8 -9 -10 -11 11 12 -14 15 -16 16 -18 -19 19 -21 24 23 29 -25 25 26 -28 -29 -30 -31 leaf_value=0.015848707379866708 0.028414911722745843 0.0017609137769781778 -0.001994424711443692 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20.622903671115637 4.3773850128054637 989.69985112547874 9.5566490925848466 13.419221818447111 15.793953612446787 10.074772253632544 5.3545484710484743 12.491470422595738 145.08708859607577 leaf_count=52 482 77 113 3123 57 86 527 78 76 94 69 221 46 78 57 78 67 73 100 44 101 28 4575 75 60 78 56 111 57 758 internal_value=3.56425e-05 -0.00013302 -0.00288338 -0.00321038 -0.0108534 0.00377206 -0.0148202 0.00108392 0.000947106 0.00113781 0.000868113 0.000486089 -0.0147493 0.00764476 0.0184533 0.0010962 -0.00663219 0.00085191 0.00102653 0.0109657 0.00071424 0.00115594 0.000843792 0.0197182 -0.00788446 -0.000583699 -0.0108611 0.0387395 0.0174149 0.00110972 internal_weight=2065.22 2053.02 629.748 618.943 83.1653 17.7441 65.4213 1423.27 1412.28 1396.97 1383.97 1310.12 30.7199 73.8559 27.8646 45.9913 32.8623 1279.4 1264.73 38.5275 1226.2 1166.29 1147 19.2886 59.9109 39.2879 25.8687 9.73193 28.9982 1134.79 internal_count=11497 11015 3958 3906 783 143 640 7057 6979 6903 6809 6452 267 357 134 223 145 6185 6112 201 5911 5616 5402 214 295 194 134 139 157 5333 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=5 18 14 16 20 24 11 10 1 8 7 15 15 24 15 8 11 15 9 25 10 1 10 9 10 8 5 10 26 21 split_gain=11.1695 7.08284 5.57299 7.6456 5.36776 10.8915 7.35242 7.3829 6.16225 4.84572 8.526 4.73172 6.54626 5.58432 5.01423 5.78843 4.58428 6.32431 8.24204 6.20657 8.21803 5.8447 5.21594 5.20842 3.68639 5.13635 3.50612 7.55121 3.64744 4.09599 threshold=93.166667938232436 52521.531250000007 53.037853240966804 16.745480537414554 0.0008635785197839142 0.30558307468891149 -1.0000000180025095e-35 0.54878199100494396 6.5000000000000009 2.7759008407592778 8.041666507720949 0.1123737394809723 0.20227272808551791 16.007122516632084 0.41885964572429663 1.5012573599815371 13.166666507720949 4.0250000953674325 48.021739959716804 9.4112501144409197 18.115446090698246 -1.0000000180025095e-35 14.606277465820314 24.401620864868168 22.754834175109867 12.676331996917726 70.416667938232436 1.1692548394203188 0.027749378234148029 49822.117187500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 -7 9 11 -11 -8 -13 14 -14 -16 17 18 22 20 21 -19 -5 -24 25 -18 28 -28 -6 -30 right_child=-2 -3 -4 16 26 6 8 -9 -10 10 -12 12 13 -15 15 -17 24 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.015282336913661324 0.02845069762949751 -0.021401433398825265 -0.022876086779459095 0.018246110207046154 0.014638711276877631 0.0094915757785599009 -0.012683950723895592 -0.020140503575727119 -0.029948024286614715 0.043549431783410968 -0.0040340840317555447 0.027350709460968729 -0.028525553515374082 0.012705932488566258 0.0069252759067451441 -0.019126264449409416 0.012000635263690487 -0.018556124241626101 0.029775810235451262 0.01553413191168815 -0.031010974774256565 0.0098650862377545508 -0.017705654292776523 0.0071031942770894644 0.0034108489061051147 0.040670907161425796 -0.015439547855211604 0.010898326111268017 -0.001132932823517194 0.0020650743020738079 leaf_weight=21.69830809533596 12.576222360134123 13.706601202487944 9.3474357947707158 15.787127569317816 15.353093817830084 8.8761402219533903 33.696852240711451 51.32250601798296 7.1420704610645762 5.7018282935023299 8.3550661709159595 7.5903798062354317 8.5886110514402372 16.094301752746105 20.605770066380501 12.233080564066766 14.485727638006212 10.445079542696474 14.834232214838265 11.330417109653352 11.487370371818541 17.29444203898311 12.727682612836363 18.964104197919369 13.335913199931381 9.1927908863872272 11.622309383004902 62.384768785908818 1067.5122164301574 544.19738202914596 leaf_count=114 515 71 67 77 65 58 329 658 58 53 76 58 68 102 121 90 84 52 105 58 61 97 62 89 113 49 68 548 4878 2780 internal_value=0.000263546 9.27834e-05 0.000235646 0.000340883 -0.000172936 -0.00479769 -0.00721549 -0.0157713 -0.00292369 -0.00121361 0.015267 -0.00355819 0.00116458 -0.00229086 -0.00811702 -0.00277941 0.00686445 0.00385994 0.0102564 -0.00402386 -0.00967305 -0.000836677 0.00415779 -0.00286024 0.0160263 0.0231314 0.000375989 0.00676214 8.55148e-05 -5.31185e-05 internal_weight=2088.49 2075.91 2062.21 2052.86 1902.97 201.905 180.207 60.1986 120.008 112.866 14.0569 98.809 65.1121 57.5218 41.4275 32.8389 149.885 112.87 62.3131 50.5573 39.2269 27.7395 47.4789 31.6918 37.0144 23.6785 1701.07 74.0071 1627.06 1611.71 internal_count=11624 11109 11038 10971 10124 1785 1671 716 955 897 129 768 439 381 279 211 847 601 333 268 210 149 228 151 246 133 8339 616 7723 7658 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=5 18 0 10 20 1 26 20 3 24 26 26 11 10 22 27 15 22 20 22 27 22 27 28 15 0 28 6 2 2 split_gain=10.8089 6.69493 5.83329 6.58711 7.8637 6.24842 5.14986 6.16861 5.93 10.5359 8.26537 7.49467 6.53137 6.8529 4.81303 4.56833 5.6078 5.00246 7.72518 4.98893 5.3761 4.50704 4.50395 4.03501 6.54264 4.11068 4.09283 3.95302 3.78855 5.83882 threshold=93.166667938232436 52521.531250000007 69.500000000000014 1.1692548394203188 441.59642028808599 77.500000000000014 0.027749378234148029 117.53268814086915 1.2994999885559084 0.30558307468891149 0.58245575428009044 0.81082630157470714 -1.0000000180025095e-35 0.54878199100494396 5182.1015625000009 9.0004997253417987 0.040833333507180221 1152.609802246094 1222.7139282226565 19401.577148437504 2.3372235298156743 114.74462509155275 2.8663749694824223 16.014732360839847 0.1012820526957512 2.5000000000000004 13.301321506500246 1.2844570279121401 2534.7653808593755 2665.3410644531255 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 15 -1 8 21 22 -11 -12 13 -13 -15 16 -5 -18 -19 20 -20 -8 -10 26 -25 -26 -14 -27 -9 -30 right_child=-2 -3 3 5 -6 -7 7 28 9 10 11 12 23 14 -16 -17 17 18 19 -21 -22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=0.015356820051336031 0.028362389846328172 -0.020855029018271791 -0.031980884139396849 0.027639154678166127 0.0075140404976537407 -0.019625785528457885 -0.0061827758658819527 -0.011916907937340725 0.0012542524566042065 -0.03718790546026908 0.030963799567456016 0.0096829532705099471 -0.004327086591631852 -0.023605782495437991 0.0031524832891724015 0.026998233037535544 0.023307717470815108 -0.021499832516248679 -0.0057722557956377801 -0.012791675788040623 0.017467478399130737 -0.031355905933314769 0.021240654649612275 -0.0090646163751268057 0.027245135448388028 -0.01108934072439613 -0.027892686895271322 0.015012418165515592 0.014982710139059774 0.00026089833671651374 leaf_weight=19.009758703410625 12.241968570277093 13.644693426787851 8.2192831337451953 11.953910348936914 10.128042656928299 6.3503394126892081 13.131956815719606 22.486835964024067 21.823731034994125 7.4996213093399993 5.0583867356181136 8.7269016131758672 48.020541165024042 38.057260453701019 7.1933604367077342 13.948807798326014 12.032556399703024 10.358846507966517 12.411728609353302 9.6455475948750955 32.202313650399446 12.48885504901409 18.967072792351246 21.238223392516375 11.011895276606081 8.5909528136253375 7.6960181072354308 13.315875388681887 24.613576635718346 1624.7896484434605 leaf_count=89 515 71 55 125 63 59 54 97 98 47 33 56 367 521 82 220 96 73 85 87 258 52 96 212 67 67 59 86 103 7731 internal_value=0.00025578 8.9928e-05 0.000228594 0.00645027 -0.010179 0.00925185 -0.000180832 -0.000335094 -0.00480321 -0.00319304 -0.00637027 -0.00500196 -0.00611229 -0.0146578 -0.0193521 0.01104 0.00852775 0.00554728 0.00224012 0.00677238 0.0110021 -0.0184534 0.0105476 -0.00191413 0.00391713 0.0122926 -0.00758216 0.00477639 0.000313842 0.000480588 internal_weight=2086.86 2074.62 2060.97 127.251 18.3473 108.904 1933.72 1914.71 242.821 217.2 176.409 168.909 163.851 53.9775 45.2506 102.554 88.6049 76.651 64.6184 54.2596 44.614 25.6208 40.7908 109.874 54.1569 32.9187 55.7166 21.9068 1671.89 1649.4 internal_count=11624 11109 11038 1121 118 1003 9917 9828 1897 1791 1597 1550 1517 659 603 944 724 599 503 430 343 106 194 858 432 220 426 153 7931 7834 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=5 18 0 10 18 1 26 14 16 14 18 27 10 24 18 19 22 27 14 10 16 13 25 17 19 19 17 1 19 24 split_gain=10.4593 6.32841 5.52249 6.22482 7.20304 5.88446 4.86257 4.99962 5.55044 4.7128 4.52365 4.44874 4.31601 4.29971 3.91337 5.30178 6.04935 4.95823 4.11693 3.98339 4.33005 3.89889 7.64716 3.59841 3.40797 9.82824 8.80962 6.11041 5.59571 6.71353 threshold=93.166667938232436 52521.531250000007 69.500000000000014 1.1692548394203188 282.15379333496099 77.500000000000014 0.027749378234148029 1.4161750078201296 1.5158003568649294 1.4801687598228457 371.46331787109381 9.0004997253417987 1.6607555747032168 49.800859451293952 589.34677124023449 9288.9604492187518 16500.900390625004 2.3372235298156743 1.9756361842155459 12.730080127716066 9.1247639656066912 -0.10555555671453475 1.5641666650772097 2477.912719726563 92902.718750000015 87668.316406250015 88509.015625000015 8.5000000000000018 96724.863281250015 0.29263226687908178 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 11 -1 21 9 -9 -11 12 -5 23 17 -16 19 -14 -19 20 -17 22 -8 -10 25 -25 -27 28 -26 -30 right_child=-2 -3 3 5 -6 -7 7 8 13 10 -12 -13 14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 27 26 -28 -29 29 -31 leaf_value=0.014948742229919402 0.028273119194268316 -0.020322867541901202 -0.031585573285927149 0.033156414923856965 0.0063342414418469471 -0.018795128345530602 0.0066833658192865996 0.029529139571111605 -0.014213940275414696 -0.013304338004456963 0.014880382731827624 0.026712020224197212 -0.0089509804822197128 -0.019612292995827764 -0.01643915981563401 0.022973046558649075 -0.01121116596387847 -0.001678219923122505 0.023803480499767118 0.036877464396619708 -0.012402871155172898 -0.0021759098959230651 -0.01874506129570026 0.00082002161726023282 -0.018472399461353921 0.041503344643016041 0.006588049508812777 -0.022920354737512749 0.016270756483626234 -0.001639941061537385 leaf_weight=18.94384677708149 11.917112408205865 13.582872979342936 7.8553118444979217 5.8785673268139353 10.581567171961067 6.4308056794106951 15.233989164233206 10.261001899838446 15.155780754983423 7.8926569297909763 14.616204462945459 13.679411094635723 7.4356486201286307 9.7969455160200578 12.303875301033257 7.1345971468836122 10.51914271712303 7.3298492468893519 25.763497412204742 6.2030631676316252 5.5258584693074226 352.93739869818091 35.326632495969534 1086.6563698500395 16.36426367610693 9.8951163366436976 18.976770520210266 12.297452013939617 20.150914095342159 288.4511694945395 leaf_count=89 515 71 54 43 64 59 63 58 69 52 74 220 45 102 94 70 90 55 233 47 47 1919 273 4954 93 45 102 69 101 1854 internal_value=0.000248335 8.72421e-05 0.000221845 0.0062909 -0.00982207 0.00903638 -0.00017578 -0.000325474 0.000466982 0.0126789 0.0049975 0.010795 0.00832336 0.000196175 0.00654775 9.41056e-05 0.00701735 0.0131857 0.0181595 0.0171824 0.00753266 -0.00329207 -0.0110834 0.000328375 0.000480083 0.00127902 0.0185544 -0.00216247 -0.00137694 -0.000470419 internal_weight=2085.1 2073.18 2059.6 126.641 18.4369 108.204 1932.96 1914.01 1510.51 32.7699 22.5089 101.774 88.0941 1477.74 82.2155 41.6865 29.3827 40.529 33.0933 18.8635 12.6605 403.498 50.5606 1467.95 1452.79 1115.53 28.8719 337.264 324.966 308.602 internal_count=11624 11109 11038 1121 118 1003 9917 9828 7573 184 126 944 724 7389 681 348 254 333 288 164 117 2255 336 7287 7218 5101 147 2117 2048 1955 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=5 18 0 10 20 1 26 20 3 24 26 26 11 10 22 21 24 15 22 20 18 13 19 22 28 15 28 0 6 9 split_gain=10.1203 5.98212 5.22775 5.88215 6.97721 5.54308 4.5912 5.69535 5.57429 9.68696 7.94036 6.99074 6.25005 6.58117 4.68834 4.55122 4.41701 4.64062 4.40933 6.33696 4.88881 6.41105 6.45637 4.25934 3.82766 6.14869 3.96506 3.73421 3.73274 3.57628 threshold=93.166667938232436 52521.531250000007 69.500000000000014 1.1692548394203188 441.59642028808599 77.500000000000014 0.027749378234148029 117.53268814086915 1.2994999885559084 0.30558307468891149 0.58245575428009044 0.81082630157470714 -1.0000000180025095e-35 0.54878199100494396 5182.1015625000009 6029.6008300781259 4.819927692413331 0.040833333507180221 1152.609802246094 1155.9315185546877 589.34677124023449 7.9583332538604745 8243.5297851562518 114.74462509155275 16.014732360839847 0.1012820526957512 13.301321506500246 2.5000000000000004 1.2844570279121401 62.788690567016609 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 16 -1 8 23 15 -11 -12 13 -13 -15 -10 17 -5 -19 -20 -21 22 -22 -8 26 -26 -14 -27 -29 -9 right_child=-2 -3 3 5 -6 -7 7 29 9 10 11 12 24 14 -16 -17 -18 18 19 20 21 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.01455142930355937 0.028182825743848838 -0.019804439154479155 -0.029616227569301677 0.025296990232001108 0.0073530921311317238 -0.018010942568740307 -0.0059290356793248464 0.00052237690738181927 -0.00070143729950460803 -0.036622264488897084 0.029670277555478311 0.0094525660567235867 -0.0041365012083728206 -0.023289311613451019 0.0031697506694921295 0.019354555022831836 0.031447633573947212 0.022792181283847156 -0.018692281953068986 0.018123952807397887 -0.019131761123098598 -0.022721136141378651 0.015232043003896231 -0.030406615333102432 -0.0087807406471103588 0.026070956781898722 -0.027552311381239203 -0.010777798939460612 0.014630852242773143 -0.0086121536556381818 leaf_weight=18.878264911472797 11.601404443383215 13.521228995174168 8.434562165290119 12.989839894697068 10.091804146766661 6.5082634054124346 13.132160320878031 1631.9174175895751 18.941014245152473 7.3601223826408377 5.1371591538190833 8.7579605504870397 47.816508248448372 37.204718790948391 7.1923069432377806 22.023562297224998 8.3527678325772268 11.91212730295956 10.280822783708571 21.679396357387304 6.4359600022435215 8.4762861430644971 20.900700347498059 12.476846769452093 21.046365391463041 11.177043884992598 7.5338378548622122 8.5088456347584742 13.396152339875696 39.508463494479656 leaf_count=89 515 71 55 178 63 59 54 7732 83 47 33 56 367 521 82 111 140 102 70 164 50 62 178 52 212 67 59 67 86 199 internal_value=0.000241309 8.48301e-05 0.0002155 0.00613466 -0.00947806 0.00882442 -0.000170722 -0.000315997 -0.00462037 -0.00305201 -0.00612397 -0.004786 -0.00587438 -0.0143145 -0.019003 0.0100812 0.0105532 0.00866996 0.00595952 0.00300093 0.00688013 7.36679e-05 0.00714166 -0.0178546 -0.00177645 0.003896 -0.00732367 0.0119608 0.00476104 0.000306459 internal_weight=2083.19 2071.59 2058.07 126.063 18.5264 107.536 1932.01 1913.13 241.705 216.096 175.131 167.771 162.634 53.155 44.397 40.9646 101.028 92.6751 79.6853 67.7732 57.4923 35.8129 27.3367 25.609 109.479 54.1284 55.3503 33.082 21.905 1671.43 internal_count=11624 11109 11038 1121 118 1003 9917 9828 1897 1791 1597 1550 1517 659 603 194 944 804 626 524 454 290 228 106 858 432 426 220 153 7931 is_linear=0 shrinkage=0.03 end of trees feature_importances: delta_cents_mean_l=245 price_cents=198 delta_cents_std_m=196 price_cents_mean_s=183 price_cents_std_l=177 delta_cents_mean_m=159 cri_std_s=159 price_cents_mean_l=152 delta_cents_mean_s=149 iy=144 delta_cents_std_l=139 price_cents_std_m=137 iy_std_s=137 iy_std_l=133 iy_std_m=122 cri_std_m=122 cri_std_l=121 iy_mean_s=105 delta_cents_std_s=103 iy_mean_m=98 cri_mean_l=96 price_cents_mean_m=90 iy_mean_l=88 delta_cents=82 price_cents_std_s=76 cri_mean_m=72 cri_mean_s=66 cri=21 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 0] [seed: 137] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 137] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 137] [extra_trees: 0] [extra_seed: 25471] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 11029] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 486] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 12927] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null