tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=9 objective=binary sigmoid:1 feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score distance_m surface_turf feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [1000:4260] [0:1] tree_sizes=3323 3391 3392 3407 3409 3426 3415 3439 3414 3429 3431 3425 3436 3421 3441 3425 3425 3434 3452 3420 3412 3420 3426 3434 3440 3445 3429 3440 3457 3434 3453 3439 3436 3428 3459 3440 3435 3450 3452 3475 3442 3455 3450 3450 3461 3450 3435 3453 3455 3462 3451 3407 3427 3460 3416 3402 3455 3457 3403 3441 3469 3396 Tree=0 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 4 2 2 8 2 1 8 8 8 8 1 1 8 8 0 3 0 0 9 3 0 8 3 8 1 split_gain=276.972 40.3394 36.6618 20.3967 34.7782 10.5662 6.9192 5.96073 4.54102 4.45654 3.22211 3.21839 5.59632 3.07682 2.89798 3.97275 7.47746 2.72099 2.47583 5.97355 7.48888 5.8527 4.65367 3.34577 3.18848 3.49173 7.44354 4.80115 2.36094 2.34293 threshold=4.4722222222222232 6.3166666666666673 1.0000000180025095e-35 2.683333333333334 0.21111111111111114 4.5000000000000009 0.2678571428571429 0.38750000000000007 2810.0000000000005 0.64583333333333337 0.11805555555555557 2940.0000000000005 2760.0000000000005 2550.0000000000005 2150.0000000000005 0.5634920634920636 0.35416666666666669 2350.0000000000005 1450.0000000000002 1.5000000000000002 2.2250000000000005 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.3541666666666674 1.5000000000000002 1650.0000000000002 2.2678571428571432 2885.0000000000005 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=3 6 -3 4 8 9 29 17 18 13 -8 12 -9 -4 -6 16 -16 -5 19 23 21 -21 -22 -1 25 -20 -27 -28 -17 -2 right_child=1 2 5 7 14 -7 10 11 -10 -11 -12 -13 -14 -15 15 28 -18 -19 24 20 22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-2.4132158668030437 -2.5199850338663166 -2.523669162142796 -2.5410164000480053 -2.5003803104849105 -2.4730724299593914 -2.5583080955926838 -2.491947231221932 -2.4681903294321135 -2.2405825027251831 -2.3901568007061087 -2.5130220751083634 -2.53055888558344 -2.2847818860489619 -2.4955286969698531 -2.4876185731754528 -2.4448901273565324 -2.3173854549669213 -2.4273019665033524 -2.3807063213398529 -2.3448339128758224 -2.3620790089303259 -2.0817724040746191 -2.5154975189624835 -2.5082797827025347 -2.4173965244508384 -2.4817668048458157 -2.2176976470080909 -2.4018813452089591 -2.5742655815923907 -2.5489930118498987 leaf_weight=1.9259474976645334 62.050558375998193 173.41309927343428 90.664088492550036 24.183514334872772 32.611949484399958 220.14831378277677 41.010460394060743 78.615737560544872 0.51164017617702384 0.50455615918599406 32.516525404516273 2.0577909273488322 0.41812675565597501 3.8764716013247371 1.1421501710087787 0.94093156317694571 1.4821822924616299 1.3445852627773991 7.6560064793488554 0.54237534867593273 1.4546043556279076 0.34652491084671055 0.74870481123389243 1.7818899989175634 3.9433655419250604 0.50288830044155508 1.3804650064350878 0.47576063940323354 0.56400012818630785 7.8404213267665019 leaf_count=123 3192 11132 4432 1318 1850 10632 2337 4867 28 24 1945 100 19 195 54 63 76 78 453 34 89 23 48 117 220 27 72 26 28 442 internal_value=-2.52024 -2.53529 -2.54213 -2.46248 -2.43862 -2.55229 -2.51197 -2.47546 -2.38774 -2.53836 -2.50127 -2.46883 -2.46722 -2.53915 -2.46808 -2.42861 -2.39147 -2.49653 -2.39137 -2.4161 -2.36479 -2.24228 -2.41421 -2.4589 -2.37931 -2.36432 -2.31113 -2.2649 -2.49338 -2.52324 internal_weight=796.656 632.024 488.607 164.631 58.0114 315.193 143.418 106.62 21.2702 95.0451 73.527 81.0917 79.0339 94.5406 36.7412 4.12926 2.62433 25.5281 20.7585 6.80005 3.09221 0.8889 2.20331 3.70784 13.9585 10.0151 2.35911 1.85623 1.50493 69.891 internal_count=44044 34331 26415 9713 3331 15283 7916 6382 1260 4651 4282 4986 4886 4627 2071 221 130 1396 1232 434 194 57 137 240 798 578 125 98 91 3634 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 3 4 3 2 2 8 9 2 1 8 0 1 2 8 1 8 2 3 2 1 2 8 2 3 8 split_gain=241.512 28.224 36.0195 23.8276 14.449 14.7243 8.80262 6.98696 5.70658 5.42093 3.53545 3.88079 5.29173 3.49183 3.48357 3.31937 3.1212 3.72441 5.6046 2.81512 3.42968 2.75784 2.59229 2.57754 5.29213 2.86216 2.56985 2.38488 12.2331 4.65739 threshold=4.7638888888888902 6.4142857142857155 58.500000000000007 3.4722222222222228 0.21111111111111114 2.8166666666666669 4.5000000000000009 3.2111111111111117 0.2678571428571429 0.5634920634920636 2050.0000000000005 1.0000000180025095e-35 0.5277777777777779 0.58571428571428574 2550.0000000000005 7.5000000000000009 0.11805555555555557 0.35416666666666669 1550.0000000000002 0.18333333333333338 1075.0000000000002 0.43650793650793657 3.5277777777777781 0.64583333333333337 0.43650793650793657 0.68333333333333346 2810.0000000000005 0.73214285714285732 3.0500000000000003 1850.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 8 6 4 5 26 9 -7 -2 14 11 12 -9 16 -3 -13 17 -5 22 20 -10 -20 -19 -18 25 -25 -1 -6 29 -29 right_child=1 2 -4 13 27 7 -8 10 19 -11 -12 15 -14 -15 -16 -17 23 18 21 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.10801253114642034 -0.0048910959417732269 -0.0217220836587808 -0.0032640568542583212 0.023326213452606603 0.030144749914979858 0.045278985196049039 -0.037436536946526759 0.21977055608502877 0.13553974169984986 0.13371220511679999 0.0029134468777541819 0.22511241145824448 0.04409757936451833 0.14708122910077534 0.027654793836390187 0.065581557509077834 0.010706401690604815 0.13310673459401387 0.084909397699448816 0.0017160120811797641 0.022315472743603036 0.026902827043088745 0.067429839329259014 0.06037423268114081 0.2009541498528479 -0.0066950043003505188 0.2090543018933759 0.037234070578789837 0.2280229755613363 0.079761308235240871 leaf_weight=24.639248534098595 68.039392047340812 83.172480753806695 172.9081097543758 28.37397359822517 16.452635023703927 21.748567622534072 211.88545573618691 0.5677702700850199 0.68081560199971747 0.58042042840247532 0.63688474336413481 1.3205255687182811 1.7497981570923 0.63084266141777234 3.7323412222322068 0.43297888726397094 28.512726759038571 1.8762512000727172 2.3201563592289203 21.428289469554358 37.986666291033622 17.536795360917132 7.5412961077358318 3.8244174595565417 0.50183932634718065 2.7234741886888969 0.64577509224181895 24.943817362130034 0.97325901882686494 8.6776562251931164 leaf_count=1326 3557 4123 11132 1487 878 1268 10572 29 47 32 31 82 101 26 186 42 1672 107 131 1269 2141 976 445 192 28 212 29 1412 57 454 internal_value=-3.60448e-05 -0.0157867 -0.0214333 0.0480587 0.0646894 0.0833095 -0.0319273 0.057234 0.00502557 -0.0185843 0.11246 0.129598 0.0871349 0.0298424 -0.0196015 0.185721 0.0290489 0.0362351 0.0487469 0.016253 0.024309 0.0336805 0.0805146 0.0173998 0.0444711 0.032478 0.110593 0.045816 0.053269 0.0482103 internal_weight=797.045 600.414 472.279 196.631 102.789 51.7415 299.371 26.4565 128.135 87.4852 4.70796 4.07107 2.31757 93.8418 86.9048 1.7535 93.2109 57.6485 29.2745 60.0958 38.6675 19.857 9.41755 35.5625 7.04973 6.54789 25.285 51.0474 34.5947 33.6215 internal_count=44044 33059 26045 10985 5709 2908 14913 1553 7014 4341 285 254 130 5276 4309 124 5250 3146 1659 3457 2188 1107 552 2104 432 404 1355 2801 1923 1866 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=3 3 0 3 1 4 4 2 2 8 3 0 8 2 8 1 0 3 8 0 3 8 9 2 8 1 8 1 8 9 split_gain=211.674 26.2044 34.1805 18.9557 10.998 11.4241 8.58193 5.07351 4.50446 3.18152 3.17041 4.9606 4.23515 2.85485 3.39522 2.61314 3.94938 4.62267 2.49204 2.45883 3.32546 4.17305 4.12959 4.91912 2.77677 2.44695 2.6317 2.4298 2.37792 2.35751 threshold=4.7638888888888902 6.4142857142857155 1.0000000180025095e-35 3.4722222222222228 0.21111111111111114 2.5000000000000004 4.5000000000000009 0.2678571428571429 0.5634920634920636 2550.0000000000005 2.3541666666666674 1.5000000000000002 1450.0000000000002 0.38750000000000007 1350.0000000000002 0.10555555555555557 6.5000000000000009 4.4722222222222232 2940.0000000000005 5.5000000000000009 3.2111111111111117 2870.0000000000005 1.0000000180025095e-35 0.58571428571428574 1350.0000000000002 0.18333333333333338 1075.0000000000002 0.10555555555555557 2150.0000000000005 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=3 7 -3 4 5 10 8 -2 9 -4 11 12 29 27 15 16 -15 -18 -16 20 21 -12 23 -22 -21 26 -9 -5 -29 -1 right_child=1 2 6 13 -6 -7 -8 25 -10 -11 19 -13 -14 14 18 -17 17 -19 -20 24 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.079582601456570687 -0.0046664557115652832 -0.0031097142433376516 -0.021033212072064891 0.022523022768587891 0.041807875031218626 0.034567450820971943 -0.03675732749869845 0.1145813216047304 0.11330746259079133 0.025648813637077175 0.068110115957329617 0.14503868475978057 0.10494403847570095 0.065503268113487625 0.03018832240710885 0.036565131558246831 0.25818804728605249 -0.009973290036606396 -0.036002971711355004 -0.028030641939056796 0.20267612541739882 0.22464064826119798 0.18881254076267712 0.01397448848478592 0.062480266631222997 0.0016277725884842735 0.020792722525707654 -0.019492238147569511 0.10059359543032786 0.0051069746628652326 leaf_weight=2.3049296878208159 67.756448088211158 172.42804165175505 81.64132304794532 28.906196193311096 53.063913779069836 13.984785150474464 205.18211400503446 0.7626931438644452 0.64871136003330221 3.8206601637357371 13.711951905252352 4.9301923950943083 9.7350302841288698 4.8409183288494528 46.947621775563086 6.7898645752034099 0.58770196024306631 0.22119603885039396 1.4663919349877677 1.0610236584175243 0.50551245898895936 0.43943518027663309 1.525429636357245 1.0901431472520924 4.2083573646605146 21.459571283056249 38.71080009424805 6.0548030305123453 0.44236187564274576 1.971431310988123 leaf_count=123 3557 11132 4123 1484 2801 787 10572 47 32 186 650 210 469 226 2717 364 59 20 71 65 20 12 61 51 343 1269 2141 311 24 117 internal_value=-6.5508e-05 -0.0152138 -0.0207535 0.0437551 0.058081 0.0736488 -0.0311976 0.00474819 -0.0179499 -0.0189462 0.0868238 0.101903 0.0867247 0.0276022 0.0341701 0.0574693 0.0825916 0.184858 0.0281835 0.074153 0.083274 0.0729708 0.12999 0.0737562 0.0442553 0.0152171 0.0226049 0.0163129 -0.0113161 0.0452488 internal_weight=797.2 592.41 463.721 204.789 108.532 55.4682 291.293 128.69 86.1107 85.462 41.4834 18.9416 14.0114 96.2571 60.8537 12.4397 5.64982 0.808898 48.414 22.5419 17.2725 14.1514 3.12109 1.59566 5.26938 60.9331 39.4735 35.4034 6.49716 4.27636 internal_count=44044 33059 26045 10985 5709 2908 14913 7014 4341 4309 2121 919 709 5276 3457 669 305 79 2788 1202 794 662 132 71 408 3457 2188 1819 335 240 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=3 3 3 3 1 4 4 2 2 8 1 1 2 8 3 3 8 3 9 2 2 1 2 3 9 8 2 1 2 8 split_gain=186.277 24.3127 32.3997 15.3039 8.54319 8.72968 8.35581 5.55841 4.51583 2.82127 2.54277 2.37492 2.63285 3.64553 2.32644 2.67615 2.89819 2.25596 2.21795 3.62007 2.17818 2.1676 2.14154 2.05936 3.43969 2.37303 2.05636 3.6502 2.36426 1.97458 threshold=4.7638888888888902 6.4142857142857155 58.500000000000007 3.4722222222222228 0.21111111111111114 2.5000000000000004 4.5000000000000009 0.61250000000000016 0.2678571428571429 2550.0000000000005 0.58571428571428574 0.11805555555555557 0.35416666666666669 1550.0000000000002 2.683333333333334 3.2111111111111117 2050.0000000000005 4.9500000000000011 1.0000000180025095e-35 0.5277777777777779 0.5277777777777779 0.35416666666666669 0.43650793650793657 4.0500000000000007 1.0000000180025095e-35 1950.0000000000002 0.64583333333333337 0.43650793650793657 0.68333333333333346 1550.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 8 6 4 5 14 7 9 -2 -3 11 12 -5 -14 -1 -16 18 -10 20 -20 -17 -19 23 24 -15 -25 -13 28 -28 -21 right_child=1 2 -4 10 -6 -7 -8 -9 17 -11 -12 26 13 22 15 16 -18 21 19 29 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.085406747581771997 -0.0044512718186940862 -0.020260560987940726 -0.002962274690447542 0.020204551657454731 0.038321488538463219 0.031881646589686494 -0.036075377518433781 0.16321065110717936 -0.018345395636264528 0.023060289616146333 0.11842734464066673 0.0088739800454117283 0.064887339816942655 0.24936152852242036 0.047933661253928832 0.14472168917058759 -0.0030666811473137965 0.019698674575883767 0.041540970858879589 0.11127168087851017 0.043973800533407346 -0.019128888790030402 0.022934452725928891 0.0016631621737064545 0.032009718180162731 0.12137972204376496 0.051940802028835643 0.15580563505981218 -0.007754471049265731 0.23462813199744095 leaf_weight=28.112368779176848 67.487390133607477 80.429350398231435 171.97167898153708 29.489838825839449 54.945855281438881 14.393716360750117 198.77173662762462 0.42419856729611538 4.8845993436830701 3.9425252697837996 0.73207245608136773 29.277470381390231 10.594635701594486 0.37157246076094752 11.193484121232688 0.77434728777370709 0.70354111363121763 52.981636146077257 0.58834678777657234 0.51223473755089777 1.746562035026727 3.8561137778526691 18.380725764543577 1.1867311256453374 0.35682809651507341 0.63565947692677571 4.1134658692576513 0.60660486152187321 2.7793672266747649 0.88470809253706761 leaf_count=1260 3557 4137 11132 1487 2801 787 10572 17 320 187 26 1672 552 19 597 29 30 2932 32 31 98 205 976 62 21 29 192 28 212 44 internal_value=-8.87815e-05 -0.0146553 -0.0200852 0.0400175 0.0525032 0.0657307 -0.0304695 -0.0173286 0.00448798 -0.0182363 0.0255891 0.0248941 0.0309435 0.0409887 0.0766755 0.0617117 0.0913146 0.0142622 0.10605 0.145578 0.0749205 0.0170644 0.0288923 0.0718239 0.142885 0.0434209 0.0148578 0.0382184 0.0278701 0.189395 internal_weight=797.129 584.749 455.539 212.38 113.855 58.9093 283.568 84.7961 129.21 84.3719 98.525 97.7929 61.016 31.5262 44.5156 16.4032 5.20974 61.7223 4.5062 1.98529 2.52091 56.8377 20.9315 2.55079 0.728401 1.82239 36.7769 7.49944 6.89283 1.39694 internal_count=44044 33059 26045 10985 5709 2908 14913 4341 7014 4324 5276 5250 3146 1659 2121 861 264 3457 234 107 127 3137 1107 131 40 91 2104 432 404 75 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=3 3 3 3 4 1 4 2 2 8 1 2 1 2 3 1 8 3 0 8 8 4 2 3 8 3 1 3 1 3 split_gain=164.742 21.7153 30.6781 13.0537 8.12388 6.77254 6.82617 5.36935 4.65705 2.58408 2.20617 3.04539 3.86474 1.99564 1.95117 1.92787 1.88213 1.88083 3.23591 2.94973 1.81581 2.14401 1.79326 7.73074 3.40952 3.0635 10.0146 2.84938 2.83318 2.07289 threshold=4.8166666666666673 6.4142857142857155 58.500000000000007 3.4722222222222228 4.5000000000000009 0.21111111111111114 2.5000000000000004 0.64583333333333337 0.2678571428571429 2550.0000000000005 0.11805555555555557 0.64583333333333337 0.43650793650793657 0.68333333333333346 4.9500000000000011 0.35416666666666669 2050.0000000000005 2.3541666666666674 1.5000000000000002 1450.0000000000002 2760.0000000000005 2.5000000000000004 0.73214285714285732 3.0500000000000003 1850.0000000000002 2.2250000000000005 0.35416666666666669 2.5277777777777781 0.38750000000000007 2.2250000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 8 4 5 7 6 17 9 -2 16 -5 -12 13 -13 -10 -16 -3 18 19 -1 21 -11 28 24 27 -26 -27 29 -7 -24 right_child=1 2 -4 10 -6 22 -8 -9 14 20 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.034455572451456216 -0.0050963094343411362 -0.017711015585368538 -0.0028214652402186596 0.029152375585464019 -0.03539067042358892 0.039326833988895783 0.02947717019180528 0.15977096019337153 -0.029365571451644257 0.0018049096675716227 0.0068361032845707052 0.046977022466342278 0.1167694541460131 -0.0074654871718500132 0.018397759520086262 -0.01847854688802137 -0.050793864486945839 0.059122033331156565 0.11081264852708089 0.081375695954434404 0.0028838897219042692 0.15297829177339489 0.028012350877254157 0.16347654501042863 0.05037939942707275 0.017726893599621232 0.27448119069360349 -0.029324438333666759 -0.00073038002821101933 0.076289654707635712 leaf_weight=4.7566460519727221 66.487573927461341 74.529296514074872 171.53786621634828 64.413419503845304 192.64338100193868 10.33760332645666 14.779048577794169 0.42872158783757086 2.475028142265109 0.44091701220895529 30.859685186481272 4.3042936273160972 1.3943701950981902 2.7642104635005751 53.86792407446486 3.7938511968463891 4.562343491331375 25.339194075380817 5.8913268113890345 11.324637833302125 3.0774501167034032 0.5010835750726983 23.054814039270106 1.2530421106457641 8.3530108095965385 0.89375729389621372 0.66042129670017857 1.9987645664356097 7.7037294262718907 2.4607899038602445 leaf_count=240 3526 3919 11132 3248 10572 491 787 15 164 25 1757 194 51 213 2932 205 220 1202 210 469 138 24 1153 57 378 51 25 129 387 130 internal_value=-0.000107211 -0.0142584 -0.0194288 0.0364146 -0.0297436 0.0477301 0.0591396 -0.0167214 0.0040231 -0.0176319 0.0234552 0.0141228 0.0406938 0.0256867 0.0141056 0.0159715 -0.0196194 0.0684054 0.0791111 0.0674973 0.021477 0.0822194 0.0352394 0.0413118 0.0372212 0.0623725 0.12683 0.0281649 0.0222222 0.0326683 internal_weight=796.888 574.345 447.721 222.543 276.183 118.807 62.0909 83.5398 126.624 83.1111 103.736 39.3226 8.46287 7.0685 60.1368 57.6618 79.0916 47.3118 21.9726 16.0813 4.01945 0.942001 56.7159 38.6746 37.4216 9.90719 1.55418 27.5144 18.0413 25.5156 internal_count=44044 32872 26045 11172 14913 5709 2908 4341 6827 4326 5463 2215 458 407 3301 3137 4139 2121 919 709 187 49 2801 1923 1866 454 76 1412 878 1283 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=3 3 3 3 2 1 4 2 3 2 8 2 3 8 1 3 8 0 1 1 9 3 0 3 0 2 1 2 8 3 split_gain=145.911 20.1304 28.0334 10.7696 9.34027 5.47743 5.43747 4.45833 2.28592 3.65128 3.49909 5.4611 2.23709 2.17232 1.98006 2.04201 1.97527 1.75994 1.72546 1.68794 3.10177 3.06064 1.97472 3.76421 3.18718 1.90488 4.75675 2.12076 1.82475 1.81547 threshold=4.8166666666666673 6.3166666666666673 58.500000000000007 3.4722222222222228 0.15476190476190479 0.21111111111111114 2.5000000000000004 0.2678571428571429 6.6833333333333345 0.5634920634920636 1550.0000000000002 0.21111111111111114 9.5277777777777803 2450.0000000000005 0.35416666666666669 4.9500000000000011 1350.0000000000002 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.4142857142857155 6.5000000000000009 3.8452380952380958 2.5000000000000004 0.64583333333333337 0.47222222222222227 0.68333333333333346 1950.0000000000002 3.8166666666666669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 4 5 12 6 -1 18 10 -10 11 17 -3 -12 15 -9 -5 -6 -2 20 21 -18 24 -24 -22 29 27 -27 -25 -21 right_child=1 2 -4 16 8 -7 -8 14 9 -11 13 -13 -14 -15 -16 -17 19 -19 -20 25 22 -23 23 28 -26 26 -28 -29 -30 -31 leaf_value=0.061521425555315978 -0.0019194943674499393 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6.535687215863077 8.3403143587294313 12.3146338084966 6.6818298265434342 0.41764978183982637 0.34423647125549905 10.615259375830865 3.6271406316857044 1.1392053551952583 2.0996636312441979 0.53670790208843755 20.785588189613165 leaf_count=2121 2934 6587 11132 1028 21 2801 787 157 2168 16 353 255 5806 43 210 2765 826 34 391 454 614 296 24 24 448 169 36 164 32 1348 internal_value=-0.000123203 -0.0137258 -0.0185934 0.0335444 -0.0284343 0.0435775 0.0535574 0.00449882 -0.00986715 -0.0156745 0.00821887 0.0362824 -0.0329811 -0.0153518 0.0145519 0.0170231 0.0218365 0.141583 -0.00477254 0.0184113 0.0244953 0.0371131 0.0118343 0.0718167 0.00843733 0.0102061 0.0338974 0.0153357 0.130431 0.00462125 internal_weight=796.514 567.308 447.725 229.207 276.599 123.432 65.0404 119.583 54.4103 41.1858 13.2246 6.03692 222.189 7.18765 57.3727 53.5804 105.774 1.0227 62.2102 84.5318 48.5398 24.3114 24.2285 1.29859 22.9299 35.9919 6.86601 5.7268 0.880944 29.1259 internal_count=44044 32872 26415 11172 15283 5709 2908 6457 2890 2184 706 310 12393 396 3132 2922 5463 55 3325 4435 2264 1122 1142 80 1062 2171 369 333 56 1802 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=3 3 3 3 2 1 3 2 2 3 3 8 2 2 8 1 0 4 8 0 8 0 2 8 1 3 8 3 1 8 split_gain=129.55 18.6275 26.469 8.98737 8.97563 4.46898 4.67065 3.97323 2.74874 2.20923 2.08624 3.06912 4.12822 3.02911 1.94299 1.7709 1.83531 2.40254 1.72843 2.55432 1.71943 1.69591 1.6759 4.85958 2.42795 1.99102 2.08571 3.2852 2.7388 2.35774 threshold=4.8166666666666673 6.3166666666666673 58.500000000000007 3.4722222222222228 0.15476190476190479 0.21111111111111114 2.8166666666666669 0.2678571428571429 0.70714285714285718 9.5277777777777803 6.6833333333333345 1550.0000000000002 0.21111111111111114 0.5634920634920636 2450.0000000000005 0.35416666666666669 3.5000000000000004 2.5000000000000004 2900.0000000000005 4.5000000000000009 3205.0000000000005 1.5000000000000002 0.38750000000000007 2940.0000000000005 0.10555555555555557 4.4722222222222232 1350.0000000000002 4.2111111111111121 1.0000000180025095e-35 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 4 5 9 6 -1 -2 -8 18 11 12 -6 -12 -13 16 17 -9 -3 21 22 -20 23 24 -5 26 -24 28 -28 -29 right_child=1 2 -4 20 10 -7 8 15 -10 -11 13 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 27 29 -30 -31 leaf_value=0.061354873127602821 -0.0045543567167242414 -0.028538240793982785 -0.0025586848228086414 0.01627359067296388 0.11861412716316758 0.030011541818308653 0.052144236194781271 0.042881085239775546 0.022704717531820309 -0.037711132446046403 -0.016502495257006217 -0.02570946807041077 0.013884637992686563 0.11824574812647048 0.047958191095650061 -0.019693815288123719 0.0088225839018269553 0.008241841270357193 0.068963237457468671 0.086154826154012154 -0.053609713244138206 -0.042614196386167633 0.049994460070297946 0.15893068706075256 -0.01682338596573988 0.010831201241280314 0.034559948534177223 0.023256139670865279 0.0057343469200697942 0.082301123486329841 leaf_weight=35.26534817963298 61.957768656435704 112.88404017731915 170.73353732018467 31.57612101328408 1.1549751007182871 59.957998770602444 13.684774848245494 11.501094761134638 18.851083675528713 100.14399379713041 40.207458446246392 6.0431288958345135 5.0777122916356774 0.42144078129785967 1.0506913613644426 3.7267634146811579 33.984736061846405 8.8636721385057911 0.43237705994397391 0.80788766716432281 0.78019347466761146 1.6036841003224251 10.866961650041274 0.55922340764664014 6.7205458672113414 17.061688325038801 15.064839463617245 2.9818576030944532 18.19008352470847 3.9046448405042611 leaf_count=1355 3325 6453 11132 1493 55 2801 604 503 949 5806 2168 353 255 16 43 210 2025 394 28 35 35 71 513 24 345 910 677 160 1093 213 internal_value=-0.00013591 -0.0132083 -0.0179657 0.0309868 -0.0277145 0.0399558 0.0487497 0.00425291 0.0350872 -0.0322736 -0.00947389 0.0076931 0.033292 -0.0151048 -0.0147983 0.0136488 0.0159351 0.0278045 -0.0275684 0.0109291 0.0203478 -0.0189197 0.0208874 0.0126023 0.0104655 0.0256168 0.0305624 0.0253018 0.0187927 0.0567346 internal_weight=796.06 560.595 440.561 235.465 269.827 127.759 67.8012 120.034 32.5359 215.872 53.9554 13.3265 6.23269 40.6289 7.09382 58.0763 54.3495 20.3648 115.728 2.84395 107.706 2.03606 106.926 38.8559 38.2967 68.0701 51.0084 40.1414 33.2549 6.8865 internal_count=44044 32872 26415 11172 15283 5709 2908 6457 1553 12393 2890 706 310 2184 396 3132 2922 897 6587 134 5463 99 5428 1862 1838 3566 2656 2143 1770 373 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=3 3 3 4 3 1 3 2 2 2 3 3 8 0 4 3 1 1 8 8 8 1 9 8 3 8 8 3 2 8 split_gain=115.259 17.2254 24.9654 8.66919 7.55481 3.68757 3.78568 3.54238 2.27168 2.01465 2.11409 2.01507 2.74507 1.77174 1.76039 1.65419 1.71413 1.6143 1.60868 1.57148 1.51239 2.00351 5.49306 1.45712 2.0586 1.96348 1.55796 1.45047 1.43924 3.75033 threshold=4.8166666666666673 6.3166666666666673 58.500000000000007 4.5000000000000009 3.4722222222222228 0.21111111111111114 2.8166666666666669 0.2678571428571429 0.70714285714285718 0.31666666666666671 10.267857142857144 8.1547619047619069 1250.0000000000002 2.5000000000000004 5.5000000000000009 4.9500000000000011 0.35416666666666669 1.0000000180025095e-35 1750.0000000000002 3205.0000000000005 1350.0000000000002 0.18333333333333338 1.0000000180025095e-35 2550.0000000000005 7.7071428571428582 2760.0000000000005 1950.0000000000002 7.5277777777777786 0.38750000000000007 2940.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 7 3 9 5 6 -1 17 20 11 -11 12 -3 -5 -15 -9 -17 -2 -4 28 -8 -22 -23 26 25 -25 27 -14 29 -6 right_child=1 2 18 13 19 -7 8 15 -10 10 -12 -13 23 14 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.055613414683665409 -0.0016055482366949916 0.010626773588454092 -0.0064984305591433049 -0.029936213964934136 0.0098507449972688385 0.027808251492667149 0.012503425888054191 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1.2590525934647301 6.1559230263785585 5.9067062493206768 69.512618641551015 0.63619681471027334 leaf_count=1355 2934 495 6455 7739 1838 2801 103 164 949 1331 16 1018 1009 950 1943 2765 203 391 4677 35 409 55 37 25 23 64 327 343 3566 24 internal_value=-0.000146133 -0.0127055 -0.0173512 -0.0269995 0.0286947 0.0367591 0.0445735 0.00402119 0.0323909 -0.0139786 -0.00230022 -0.0189901 -0.012758 -0.0333198 -0.0407033 0.0128097 0.0145309 -0.00434396 -0.00243621 0.01899 0.0475146 0.0550921 0.101315 -0.019894 0.0191905 -0.0041954 -0.0228519 -0.016904 0.0194859 0.0118337 internal_weight=795.503 554.176 433.715 263.354 241.327 131.802 70.3686 120.461 33.4531 86.0583 25.8407 60.2176 41.1249 177.295 55.7156 58.7441 56.3717 61.717 170.361 109.525 14.2518 11.716 1.95347 31.5096 2.21689 1.79421 29.2927 23.1368 108.779 39.2668 internal_count=44044 32872 26415 15283 11172 5709 2908 6457 1553 4651 1347 3304 2286 10632 2893 3132 2968 3325 11132 5463 604 501 92 1791 112 89 1679 1352 5428 1862 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 2 1 0 1 3 1 2 3 2 3 8 2 3 9 2 1 0 0 3 0 8 1 3 1 3 split_gain=102.924 15.6454 17.5224 13.5678 5.60279 3.67375 4.16179 2.85616 2.76338 2.96908 4.87067 2.70923 2.38757 2.38551 1.99719 2.11912 1.9026 2.43734 3.44868 2.76316 2.32297 3.06169 1.88989 2.59735 1.78411 1.72216 4.30282 2.31963 2.14704 1.823 threshold=5.5277777777777786 1.0000000180025095e-35 6.6833333333333345 4.3166666666666673 5.5000000000000009 0.73214285714285732 0.38750000000000007 2.5000000000000004 0.73214285714285732 2.683333333333334 0.41428571428571431 0.5634920634920636 3.0500000000000003 0.21111111111111114 2.5277777777777781 1175.0000000000002 0.47222222222222227 5.2678571428571432 1.0000000180025095e-35 0.5634920634920636 0.38750000000000007 4.5000000000000009 3.5000000000000004 8.1547619047619069 8.5000000000000018 2350.0000000000005 0.35416666666666669 1.8660714285714288 0.41428571428571431 1.4222222222222223 decision_type=2 2 2 2 2 2 2 2 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 13 5 11 6 14 -6 9 25 -11 22 -12 -3 -1 -16 -5 -18 20 -20 21 -19 -4 -24 -23 28 -27 -28 -7 -30 right_child=1 2 4 16 7 8 -8 -9 -10 10 12 -13 -14 -15 15 -17 17 18 19 -21 -22 24 23 -25 -26 26 27 -29 29 -31 leaf_value=0.081846623488377471 -0.0023198314686221477 -0.0093645854624922354 -0.0086008339416779322 0.0024315800988782897 -0.03006773950088909 0.049508289683104591 -0.0022295723887116627 -0.046244007317315997 0.018798932978536527 0.022101441409909689 0.045040990441408246 0.10322827507770554 0.17208809326960031 0.0077606469637067771 0.073885754672590412 0.024772634704339561 0.010350359297260837 0.12921643954719636 -0.011830107339640586 0.11726161686177797 -0.029375010295847416 -0.035251605155832137 -0.015616059409475802 -0.037870587187720947 0.093991330049165489 0.038480326633369699 0.091158133101370831 0.20950334831958717 0.097562209662138522 0.018671550518776763 leaf_weight=1.6306781665486898 170.00805018985938 42.57585119637659 30.290039116399484 66.55257365084654 110.84404558589353 40.822035660689721 14.047040922061766 36.199133398566516 18.331935232603072 26.78710094205822 0.67284170399852772 0.4584290711641178 0.82106189235332749 38.928115956308062 2.253108684468315 87.180870937153628 28.722524195124507 2.0295030704201054 2.8468956456795387 0.48516600059633663 0.44238703791052092 0.57464786136370072 34.278024927773586 21.231843030072184 0.498803885653615 2.8395618158324387 1.0323104860854071 0.69134964192835457 0.79005951840735988 10.012742522115856 leaf_count=67 11132 2313 1660 3479 7258 1479 655 1921 829 1297 30 16 28 2034 110 4154 1462 86 133 26 22 21 1955 1191 42 93 33 19 32 467 internal_value=-0.000153867 -0.0145424 -0.0211431 0.0223439 -0.0281154 0.0296752 0.0231023 -0.03405 0.0363958 0.0402148 0.0270017 -0.0179988 0.114867 -0.00118519 0.0270098 0.0260099 0.00742228 0.0167522 0.0434885 0.00696634 0.0778137 0.0930955 -0.0186465 -0.0241281 0.0248041 0.0468654 0.0763081 0.138626 0.0442629 0.0244412 internal_weight=794.879 484.814 314.805 310.065 233.302 207.913 105.112 147.043 102.801 84.4691 28.281 86.2583 1.4939 81.504 91.0647 89.434 102.153 35.5999 6.8774 3.33206 3.54534 3.10295 85.7999 55.5099 1.07345 56.1881 4.56322 1.72366 51.6248 10.8028 internal_count=44044 29480 18348 14564 14001 9293 4986 9179 4307 3478 1355 4822 58 4347 4331 4264 5271 1792 330 159 171 149 4806 3146 63 2123 145 52 1978 499 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=3 0 3 3 4 2 1 0 2 1 3 1 2 2 0 0 3 3 2 3 9 2 0 8 8 8 8 3 8 1 split_gain=92.34 14.6268 16.5585 11.6811 5.44035 3.0995 3.6098 2.8512 2.32917 2.31701 2.46381 3.86963 2.15845 1.79941 2.22557 1.78685 2.51457 1.68894 1.67178 2.05157 2.77955 2.26337 1.68162 2.37968 1.60477 1.58152 1.96213 6.21421 1.46186 1.43976 threshold=5.5277777777777786 1.0000000180025095e-35 6.6833333333333345 4.3166666666666673 5.5000000000000009 0.73214285714285732 0.38750000000000007 2.5000000000000004 0.5634920634920636 0.73214285714285732 2.683333333333334 0.41428571428571431 0.21111111111111114 0.38750000000000007 4.5000000000000009 3.5000000000000004 8.1547619047619069 3.0500000000000003 0.47222222222222227 5.2678571428571432 1.0000000180025095e-35 0.5634920634920636 3.5000000000000004 1950.0000000000002 1450.0000000000002 1350.0000000000002 2550.0000000000005 7.8166666666666673 1750.0000000000002 0.5277777777777779 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 28 12 5 8 6 13 -6 15 10 24 -12 -3 -1 -15 -4 25 -13 -5 -20 -21 22 23 -22 29 -17 -27 -28 -2 -7 right_child=1 2 4 18 7 9 -8 -9 -10 -11 11 17 -14 14 -16 16 -18 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.013952147375867386 -0.0061050056404476577 -0.0089702104161737285 -0.0082341501223056977 0.0023051561357497062 -0.029356970548821804 0.027989116875167724 -0.0021220545478957248 -0.04582591777676745 0.09094048336623145 0.017584667665477491 0.020618542832454401 0.041255146208084903 0.0073235081628669416 0.037412635263082618 0.01902249213060923 0.0036303867511891111 -0.037225328231306032 0.1442564447491004 0.0097471500968958121 0.069053515649610694 0.072377131449335719 0.10088466093572331 -0.054444615956632914 -0.054215150321542921 0.048412291431520919 -0.025182572113881765 -0.017803964786575352 0.21202029056882654 0.0033193589820165871 0.11786634411445729 leaf_weight=26.089053936847108 99.517619862365592 42.234238509955674 30.06290885913657 66.688854266437218 107.92632767472324 17.121583070349399 14.021495630641992 34.739955513385354 0.49336785953164408 18.610480597154876 27.265180122817601 0.69719486025587574 39.182408707229172 37.906206155559147 29.067263424347004 8.4906516210735372 20.537619112396783 0.92735936491749271 28.968512593941782 3.7832548726032647 0.95671812375167131 0.5343176721275994 1.2555963098419622 0.60661024163709953 40.600337258117214 23.499869733053774 1.4549417084781442 0.3686524839431512 70.153787208808041 0.45748979285144642 leaf_count=1218 6455 2313 1660 3479 7258 692 655 1921 16 829 1297 30 2034 1454 1659 450 1191 28 1462 171 45 26 60 28 1401 1407 81 17 4677 30 internal_value=-0.000160686 -0.0140033 -0.0204801 0.0208369 -0.0274033 0.0275235 0.0215284 -0.0333672 -0.0173823 0.0335984 0.0370212 0.0250853 -0.00112873 0.0250917 0.0294311 -0.0180154 -0.0234256 0.100052 0.00699688 0.0156629 0.0396761 0.0065313 -0.0113531 0.0232562 0.0429481 -0.0150442 -0.0213055 0.0286566 -0.00220833 0.0303281 internal_weight=794.22 478.662 308.991 315.558 227.574 212.764 107.084 142.666 84.908 105.68 87.0691 28.8897 81.4166 93.0625 66.9735 84.4146 54.3517 1.62455 102.794 36.105 7.1365 3.35324 2.81892 1.56333 58.1794 33.8141 25.3235 1.82359 169.671 17.5791 internal_count=44044 29480 18348 14564 14001 9293 4986 9179 4822 4307 3478 1355 4347 4331 3113 4806 3146 58 5271 1792 330 159 133 73 2123 1955 1505 98 11132 722 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=3 3 3 4 2 1 1 3 1 2 4 0 4 2 3 3 8 2 2 3 3 4 9 8 8 9 3 2 0 1 split_gain=83.1415 20.8766 15.7778 7.8391 2.63225 3.14096 1.957 2.06055 3.14044 1.93607 2.03978 1.74819 1.71035 1.61919 1.80056 1.77748 1.61025 1.5869 1.76547 1.58015 1.56611 3.98984 3.167 1.32516 1.32509 1.35304 2.5507 1.31727 2.21137 1.38522 threshold=6.3166666666666673 58.500000000000007 4.3166666666666673 4.5000000000000009 0.73214285714285732 0.38750000000000007 0.73214285714285732 2.683333333333334 0.41428571428571431 0.2678571428571429 1.5000000000000002 2.5000000000000004 5.5000000000000009 0.31666666666666671 9.3541666666666696 10.267857142857144 1075.0000000000002 0.58571428571428574 0.47222222222222227 2.5277777777777781 4.8166666666666673 2.5000000000000004 1.0000000180025095e-35 1750.0000000000002 1450.0000000000002 1.0000000180025095e-35 2.2250000000000005 0.38750000000000007 4.5000000000000009 0.23611111111111113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 13 5 16 7 24 -9 10 -4 -5 -13 14 -2 -15 17 18 -1 -18 21 22 -12 -3 25 -6 -27 -21 -29 -30 right_child=1 23 9 11 6 -7 -8 8 -10 -11 20 12 -14 15 -16 -17 19 -19 -20 27 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.10782355932066508 -0.014181210519814172 -0.0058309273677081257 -0.026435797578137799 -0.027824631475595447 0.04021355198642642 -0.0020195411494411705 0.016466261547169292 0.019260162778007545 0.088492460200345582 0.0096800224443188004 0.16583002585359724 -0.025883256791257626 -0.045495827558202341 -0.0036709685248375611 -0.044149360772110215 0.099915011642555618 0.069045134710910741 0.15646091191227962 -0.015917363206181371 0.012061973348864968 -0.0012400910475541386 0.0042708674558528418 0.016879928669148971 0.0031442345088560247 0.044353979024734258 -0.0049704744590373861 0.058863503806468521 0.033521683393234004 0.019998794829673896 -0.0090716160769342379 leaf_weight=0.5515105588129916 51.793593275968504 98.999185823752583 7.2786366847425219 112.58731177354414 10.131306506798589 13.997214633584916 18.873780373799576 27.716670691884705 1.7408805254883635 91.872604078578405 0.78501866305305046 16.577146584985115 33.743999950947881 25.247173909480157 5.5492023862470878 0.42104108561761577 1.7889205919813225 0.42178327997680742 0.60387550108134747 25.957783992776626 55.013458571988807 5.3134592348222327 0.65431987587362528 70.352836876134234 42.059746924583941 5.6972194160122163 2.1575855508981476 36.676329152796754 23.995860718015084 4.9417759897456497 leaf_count=31 2988 6455 450 7739 373 655 829 1297 58 4665 32 950 1943 1331 316 16 67 19 25 1194 2934 233 22 4677 1401 259 90 1361 1287 347 internal_value=-0.000165771 -0.0156118 0.016793 -0.024915 0.0255807 0.0200919 0.0310977 0.0341831 0.0233516 0.00492556 -0.00140084 -0.0312874 -0.0390349 -0.0124092 -0.0170813 -0.00197183 0.0233519 0.0734521 0.043149 0.0225055 0.00154932 0.024274 0.0981177 -0.00210243 0.0394968 0.0281384 0.0125637 0.0215963 0.0253682 0.0150343 internal_weight=793.501 415.271 378.23 245.919 217.312 108.935 108.377 89.5034 29.4576 160.917 69.0449 162.908 50.3211 83.011 57.3428 25.6682 94.9378 1.57717 1.15539 93.3607 61.7663 6.7528 1.43934 169.352 60.0459 17.9861 7.8548 91.5717 65.614 28.9376 internal_count=44044 26415 17629 15283 9293 4986 4307 3478 1355 8336 3671 10632 2893 4651 3304 1347 4331 75 56 4256 3221 287 54 11132 2123 722 349 4189 2995 1634 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=3 3 3 4 2 1 2 4 0 4 1 3 1 2 3 3 3 4 9 2 0 3 8 2 8 8 2 2 8 3 split_gain=75.0381 19.5982 13.7198 7.53708 2.24957 2.73957 1.73048 1.88434 1.72779 1.70999 1.6631 1.73611 2.58019 1.503 1.74107 1.47527 1.37627 3.21532 2.25001 1.32682 1.5915 2.37429 1.83478 1.75326 1.7042 1.4354 1.52424 1.34918 1.31057 1.30947 threshold=6.3166666666666673 58.500000000000007 4.3166666666666673 4.5000000000000009 0.73214285714285732 0.38750000000000007 0.2678571428571429 1.5000000000000002 2.5000000000000004 5.5000000000000009 0.73214285714285732 2.683333333333334 0.41428571428571431 0.31666666666666671 9.3541666666666696 10.267857142857144 4.8166666666666673 2.5000000000000004 1.0000000180025095e-35 0.38750000000000007 5.5000000000000009 3.8166666666666669 1950.0000000000002 0.41428571428571431 1550.0000000000002 1175.0000000000002 0.58571428571428574 0.64583333333333337 2350.0000000000005 4.7071428571428582 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 13 5 19 7 -4 -5 -10 11 -6 -13 14 -2 -15 17 18 -9 28 25 22 -22 -23 -25 26 -21 -24 -1 -19 right_child=1 -3 6 8 10 -7 -8 16 9 -11 -12 12 -14 15 -16 -17 -18 29 -20 20 21 23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0094310990004420892 -0.013644495599916845 -0.0020014177670843749 -0.025710423879757006 -0.027115892783549402 0.03643417799028497 -0.0019218156519761921 0.0091209390459075414 0.13721974736688028 -0.025176402628245081 -0.045072663193783065 0.015433945369422339 0.01801257403488243 0.078966669835975695 -0.0034987189420568189 -0.043656125397972936 0.087042402837516061 -0.0011793695476681415 0.014524850691757824 0.015806092339192109 0.032275136833426248 0.01173181491828133 0.088539065808851319 -0.053655955329013974 -0.0065196681895366843 0.040843088454520837 0.029010851795972847 0.13575385196110479 0.012341404362235986 0.055452389069583968 -0.054525740436601078 leaf_weight=25.034650505188001 51.155977534041824 169.0478993268934 7.1140354753736892 109.82467410380298 61.784972760295446 13.974136011108667 92.609357980384544 0.89790590123447234 16.200160652593297 32.392084979299113 19.122734727794509 28.143186293436219 1.8502888922978389 25.167721987933081 5.3367059705624333 0.45809166226535936 54.955117150300438 4.5228525988532056 0.66358756273984909 0.7744601839222145 9.179003792323785 1.2372629466772185 2.2637711743891482 2.8695871164729834 5.6167986477659611 46.245581995900196 0.65841402160003781 1.1770121859194658 1.6488650732208032 0.80947731397898781 leaf_count=1146 2988 11132 450 7739 2123 655 4665 32 950 1943 829 1297 58 1331 316 16 2934 201 22 31 572 78 125 165 377 1670 21 74 72 32 internal_value=-0.000169265 -0.0150478 0.0157357 -0.0242169 0.023815 0.018772 0.00465564 -0.00134074 -0.0305892 -0.0384395 0.0288479 0.0316428 0.0217728 -0.0119237 -0.0164796 -0.00188019 0.00146232 0.022521 0.0856226 0.0217623 0.0253777 0.0143663 5.92365e-05 0.0329346 0.0248278 0.0305379 0.0798242 -0.0310798 0.0122749 0.00404259 internal_weight=792.736 409.583 383.153 240.535 221.581 110.68 161.572 68.963 158.417 48.5922 110.901 91.7784 29.9935 82.1185 56.4927 25.6258 61.8489 6.89382 1.56149 96.7054 70.0219 22.3434 12.6198 9.72365 8.48639 47.6785 1.43287 3.44078 26.6835 5.33233 internal_count=44044 26415 17629 15283 9293 4986 8336 3671 10632 2893 4307 3478 1355 4651 3304 1347 3221 287 54 4331 3113 1391 771 620 542 1722 52 199 1218 233 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=3 0 3 4 2 1 0 4 2 0 8 8 3 0 0 8 9 1 8 9 8 3 8 3 1 3 8 4 0 3 split_gain=67.7565 18.3784 11.9624 7.23585 1.93309 2.39483 1.7054 1.70789 1.54763 1.78863 1.49734 1.92105 3.1634 2.3325 1.4494 1.84458 2.59881 1.48555 1.3866 1.29469 1.29209 1.26928 1.2451 1.63182 1.23185 1.379 1.23974 1.47742 1.48786 1.73759 threshold=6.3166666666666673 1.0000000180025095e-35 4.3166666666666673 4.5000000000000009 0.73214285714285732 0.38750000000000007 2.5000000000000004 5.5000000000000009 0.2678571428571429 5.5000000000000009 2550.0000000000005 1850.0000000000002 7.6833333333333345 3.5000000000000004 1.5000000000000002 1450.0000000000002 1.0000000180025095e-35 0.81666666666666676 2985.0000000000005 1.0000000180025095e-35 3185.0000000000005 11.950000000000001 2900.0000000000005 6.7638888888888902 0.11805555555555557 6.2678571428571432 1550.0000000000002 2.5000000000000004 3.5000000000000004 4.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 4 10 5 -1 21 -8 9 20 11 12 -3 -14 15 16 -6 -17 22 -2 -4 -5 23 -12 25 26 27 28 29 -10 right_child=1 3 8 6 14 -7 7 -9 24 -11 18 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.020306692891307394 -0.0066924899623488398 -0.00067489745503753135 0.0008543398216419168 -0.022584451077737423 0.025327138357094017 -0.0018286707390095178 -0.024474750367277493 -0.044644826505216201 0.011443362950792643 -0.024413615662960953 0.06835215527171308 -0.031738798487826216 -0.0019853487945679497 -0.033587621051421657 0.032100896590302005 0.033783850955709217 -0.014731687916822956 0.01201691923180441 -0.025887957222279129 0.0021012331329005162 0.080077729887213692 -0.034148304498408492 0.09192347659104895 -0.018982544088954261 0.0019312104430039485 0.097662346917251508 0.0071111163167350451 0.004087344247828438 0.020763613712200327 0.079957259287554941 leaf_weight=98.37191559434973 76.876959940689204 39.035040728036847 60.907323041016937 71.728475401949595 8.7382209320701012 13.952200743804779 15.840639581392081 31.100180410318671 1.3765436482955262 7.4531992185864331 0.91642009542556468 11.661509391193702 8.738655083125197 17.595233669680511 60.45216274204212 25.153074785521703 7.5442286256567845 11.387043238971897 1.2840343380812553 91.881817276908464 0.51905307546257873 35.46116761519761 0.7514203386963344 1.2846069384613654 39.759889032813163 0.48287697806881524 34.216360407967969 6.6348191865690742 8.013577161007218 2.8236208682556025 leaf_count=4331 5253 2228 3078 5191 357 655 950 1943 54 576 42 673 456 1098 2204 916 344 486 57 5879 17 2548 27 70 2134 36 1623 258 453 107 internal_value=-0.000171497 -0.0144973 0.0147591 -0.0235251 0.0222051 0.0175572 -0.0298906 -0.0378382 0.0044019 -0.00128281 -0.0114525 -0.0130442 -0.00970914 -0.0231007 0.026814 0.0207635 0.00676648 0.0270006 0.0174877 -0.00190469 0.00152378 -0.0264101 0.036352 0.0173802 0.00859834 0.0135488 0.0127833 0.0230803 0.0333978 0.0575028 internal_weight=791.942 404.156 387.786 235.397 225.599 112.324 154.13 46.9408 162.187 68.8796 81.2669 77.0304 65.3689 26.3339 113.275 52.8226 16.2824 36.5401 4.23648 168.759 61.4264 107.19 2.95245 2.20103 93.3077 53.5478 53.0649 18.8486 12.2137 4.20016 internal_count=44044 26415 17629 15283 9293 4986 10632 2893 8336 3671 4651 4455 3782 1554 4307 2103 701 1402 196 11132 3095 7739 139 112 4665 2531 2495 872 614 161 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=3 0 3 2 3 8 3 8 2 9 3 2 3 1 8 0 0 8 0 0 2 1 0 4 8 3 0 3 9 1 split_gain=61.2162 17.2187 10.4583 6.96615 2.13567 1.82642 3.95072 4.47181 3.34802 2.33765 1.83327 1.82773 1.78273 2.60287 1.69645 2.04371 1.7849 1.4567 1.8248 1.67475 1.38219 1.68796 1.28643 1.31285 1.26992 1.26179 1.20665 3.19362 3.05978 5.29516 threshold=6.3166666666666673 1.0000000180025095e-35 4.3166666666666673 0.15476190476190479 9.5277777777777803 1550.0000000000002 6.6125000000000007 1350.0000000000002 0.64583333333333337 1.0000000180025095e-35 6.4722222222222232 0.41428571428571431 2.3541666666666674 0.61250000000000016 2900.0000000000005 4.5000000000000009 1.5000000000000002 1450.0000000000002 4.5000000000000009 5.5000000000000009 0.2678571428571429 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 2885.0000000000005 6.2111111111111121 5.5000000000000009 8.0500000000000025 1.0000000180025095e-35 0.10555555555555557 decision_type=2 2 2 2 2 2 2 2 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 12 4 14 6 7 11 -7 10 -9 -5 13 17 22 16 -16 18 -1 -20 21 -4 23 -3 -15 -23 -8 28 -28 -30 right_child=1 3 20 5 -6 8 26 9 -10 -11 -12 -13 -14 24 15 -17 -18 -19 19 -21 -22 25 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.01476366530702899 -0.0018128854038554063 -0.0086054498113025939 0.001390790486137666 0.033050496986645972 -0.033455118614086336 -0.018026740184294784 -0.014639688357110926 0.08096618714331151 0.11795771232379178 0.039357720815126021 0.21624978206292111 -0.05072794476142848 0.017689608732095203 0.014743279404113144 0.080308103434220499 0.082128528846466986 -0.04020726319103151 0.038566960091582725 0.12265901904027142 0.013187121362818894 0.0081046401114991309 -0.030226053263804387 -0.038124963799567854 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-0.0156403 0.107904 0.156833 0.00770841 0.0207331 0.0271164 -0.0225059 0.0174233 -0.0130628 0.0331739 0.0202491 0.0743169 0.00416214 -0.00122242 -0.0235851 -0.0212771 0.0126123 -0.0246926 -0.00661177 0.0125132 0.0340176 0.0778174 internal_weight=791.162 398.981 392.181 230.496 179.768 50.7286 24.476 4.828 26.2526 1.74249 1.01673 3.08551 229.407 74.065 98.4279 2.59011 1.7606 52.2454 15.3819 1.41681 162.774 68.8036 95.8378 82.7091 21.8196 6.89322 19.648 5.80904 4.34658 2.07961 internal_count=44044 26415 17629 15283 12393 2890 1316 241 1574 85 46 156 9293 2635 6587 134 99 1726 576 67 8336 3671 6453 5508 909 450 1075 427 305 153 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=3 0 3 4 0 4 3 1 0 3 8 8 3 0 2 3 0 8 8 3 3 8 4 9 3 8 3 8 3 1 split_gain=55.3449 16.1235 9.16172 6.62658 1.73048 1.73919 1.53878 2.31703 1.63492 3.73382 1.3426 1.79992 2.79201 2.22167 1.27947 1.23622 1.22066 1.21468 1.19518 1.11115 1.78029 1.5493 1.47266 1.09905 1.28057 1.7918 1.29781 1.20667 4.25994 1.88168 threshold=6.3166666666666673 1.0000000180025095e-35 4.3166666666666673 4.5000000000000009 2.5000000000000004 5.5000000000000009 2.3541666666666674 0.41428571428571431 5.5000000000000009 2.2678571428571432 2550.0000000000005 1850.0000000000002 7.6833333333333345 3.5000000000000004 0.5277777777777779 11.950000000000001 4.5000000000000009 2985.0000000000005 1750.0000000000002 4.2111111111111121 4.154761904761906 1750.0000000000002 2.5000000000000004 1.0000000180025095e-35 3.5277777777777781 1350.0000000000002 3.6125000000000003 2150.0000000000005 2.6125000000000003 0.31666666666666671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 6 10 15 -6 7 -1 -9 -10 11 12 -3 -14 -4 -5 -13 -12 -2 20 23 -21 -23 -8 27 -26 -27 29 -29 -25 right_child=1 3 14 4 5 -7 19 8 9 -11 17 16 13 -15 -16 -17 -18 -19 -20 21 -22 22 -24 24 25 26 -28 28 -30 -31 leaf_value=0.033205832189569899 -0.0052927647742929042 -0.00048005567131391425 0.0025515331135962677 -0.021074308220105985 -0.02301538924942919 -0.04391679790160527 0.020844927298485971 0.014144322547333655 -0.012620115204356994 0.23919719426694686 0.03375335627599315 -0.015807523596515737 -0.0011714038509816913 -0.032425255530144997 0.018055657699952952 -0.032808237773092483 -0.049063120491105817 -0.024882095369860996 0.0032534013456671368 0.015093636438288278 -0.020578376952679452 0.048839377662112382 0.14652351235720673 0.026592624049751126 0.029917479422757909 -0.054186412606087989 0.00045125548974075263 0.089649735824404234 -0.022627351261985236 0.001210397364014992 leaf_weight=41.381138103844066 97.99509555919721 38.881173388141235 148.71372465906461 68.592093501934329 15.135556761511223 29.064206174423958 73.887155758537659 33.523599476119429 0.33649807455367309 0.26167903444729745 3.0323016085021655 6.1839885163519721 8.6115447478032383 16.737810676165964 14.614507855221147 33.365046284512857 4.9826486970655424 1.2462561071151865 70.228552006598676 3.4661778936232386 3.3043044603849401 2.2755299039832271 0.4646065705037471 30.402862155217747 5.3270859277640765 1.1443911697630564 21.614340226388308 1.0176173994566386 4.9750045689686431 9.6096224134266617 leaf_count=1264 6455 2228 7644 5191 950 1943 2894 1324 38 9 139 345 456 1098 692 2548 328 57 4677 151 177 110 18 1234 236 79 1057 38 227 437 internal_value=-0.00017453 -0.0134435 0.0130186 -0.0221726 -0.0284963 -0.0367594 0.0193836 0.0252521 0.0156063 0.0975401 -0.0105723 -0.0121185 -0.00889733 -0.0218079 0.00393883 -0.0249142 -0.0306465 0.0166741 -0.00172499 0.0165701 0.0157194 0.0373053 0.0654023 0.0165299 0.0122268 0.00381389 -0.00229612 0.0173629 -0.00356139 0.0204967 internal_weight=790.376 394.056 396.32 225.833 146.157 44.1998 232.992 75.5029 34.1218 0.598177 79.6757 75.3972 64.2305 25.3494 163.328 101.957 11.1666 4.27856 168.224 157.489 151.282 6.20631 2.74014 147.978 74.0909 28.0858 22.7587 46.0051 5.99262 40.0125 internal_count=44044 26415 17629 15283 10632 2893 9293 2635 1371 47 4651 4455 3782 1554 8336 7739 673 196 11132 6658 6379 279 128 6202 3308 1372 1136 1936 265 1671 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=3 0 3 2 3 2 8 3 8 2 2 2 1 4 8 0 0 2 2 8 0 0 8 8 8 3 2 4 1 1 split_gain=50.033 15.0734 8.06395 6.37218 2.04241 2.00883 1.65907 3.35656 3.49024 2.83628 1.97641 1.66729 1.64917 1.98665 1.56835 1.66651 1.60118 1.47319 1.37497 1.32059 1.27411 1.25508 2.30452 2.03423 1.65946 1.60728 1.19336 1.45599 1.28526 1.17137 threshold=6.3166666666666673 1.0000000180025095e-35 4.4722222222222232 0.15476190476190479 9.5277777777777803 0.38750000000000007 1550.0000000000002 6.6125000000000007 1350.0000000000002 0.64583333333333337 0.2678571428571429 0.41428571428571431 0.21111111111111114 2.5000000000000004 2900.0000000000005 4.5000000000000009 1.5000000000000002 0.43650793650793657 0.41428571428571431 2350.0000000000005 5.5000000000000009 3.5000000000000004 2810.0000000000005 1075.0000000000002 2900.0000000000005 2.3541666666666674 0.2678571428571429 1.5000000000000002 0.11805555555555557 0.21111111111111114 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 14 19 7 8 11 -8 -10 -5 13 21 20 16 -16 -14 -12 -1 -3 22 -7 -23 25 -25 27 29 -28 -4 right_child=1 3 26 6 -6 12 9 -9 10 -11 18 -13 17 -15 15 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.0036764579839205312 -0.0016416068627220911 -0.019927828252935542 -0.038738252370162839 0.030552732282869251 -0.032150662629052418 0.03021379568538244 -0.017027905945618701 -0.005908547038815163 0.15964042698593495 0.10341735268763186 0.0088549332191847959 -0.050382084696095855 -0.054370619867534109 0.01140998068485867 0.073319383856531667 0.072716304834714918 -0.039298425369369006 0.015033726460628317 0.11707416500408163 0.046411048796390471 -0.037135898078587908 0.11051858505019288 0.095880964348958375 0.06425905135710222 -0.048641932854087869 0.018508856549227123 0.012401140893195575 0.00076062114923643133 5.0612544650874161e-05 0.0054458829862059771 leaf_weight=30.272523712502135 167.97496284983504 79.571655696823882 4.432349862772198 2.2118241493603992 76.735124833776297 51.164014813855005 25.142199602716065 19.372734011916421 0.70525317285546396 0.49846646282821794 0.69960049306578731 0.89333242143038649 0.77126183493964973 27.228880935531777 0.4179040072485799 0.88795968942577008 1.2895559193566439 88.278580670537551 0.50565395365993027 1.9226039253262559 12.43823199738881 0.61920821363309997 1.3718776945024718 2.0138334223920529 0.88182683294871722 41.093206179513643 49.989135394562723 61.49539966853267 36.406143266130115 2.2673737718232587 leaf_count=1318 11132 5508 327 107 5806 1573 1561 1075 34 13 27 49 41 1137 28 35 71 3584 24 78 945 27 34 51 32 1838 2337 3192 1945 115 internal_value=-0.000174573 -0.0129355 0.01224 -0.0215054 -0.0260893 0.0178707 -0.00580629 0.00352977 0.0399848 -0.0146864 0.0931589 0.00726834 0.0196269 0.023346 -0.0211728 0.017158 -0.011735 0.0144326 0.0542574 0.00622845 -0.0222541 0.0266916 0.0319286 0.020524 0.0192572 0.0206462 0.00329377 -0.00165084 0.00719675 -0.0237851 internal_weight=789.553 389.344 400.208 221.369 171.34 245.618 50.0291 24.3884 5.01566 25.6407 1.91051 3.10516 213.423 124.373 94.6053 2.59542 1.70746 89.0498 1.20525 32.1951 92.0099 97.144 52.5359 44.6081 43.9889 43.107 154.59 68.1951 86.3953 6.69972 internal_count=44044 26415 17629 15283 12393 9713 2890 1316 241 1574 85 156 8317 4692 6587 134 99 3625 51 1396 6453 3555 1607 1948 1921 1889 7916 3634 4282 442 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=3 3 3 4 2 0 4 1 4 2 8 8 3 0 0 3 9 8 0 0 3 3 3 8 2 1 0 8 3 3 split_gain=45.251 14.0808 7.09757 6.12684 1.75583 1.74761 1.75892 1.4318 1.71829 1.36018 1.203 1.68478 2.51933 2.12239 1.21024 1.18526 1.16947 1.13879 1.0937 1.85199 1.94174 1.57331 1.17227 1.7633 1.32214 1.74688 3.43246 2.96349 1.89837 3.5607 threshold=6.3166666666666673 58.500000000000007 4.4722222222222232 4.5000000000000009 0.38750000000000007 2.5000000000000004 5.5000000000000009 0.21111111111111114 2.5000000000000004 0.43650793650793657 2550.0000000000005 1850.0000000000002 7.6833333333333345 3.5000000000000004 4.5000000000000009 11.950000000000001 1.0000000180025095e-35 2350.0000000000005 5.5000000000000009 4.5000000000000009 3.3541666666666674 2.7638888888888893 3.2111111111111117 2450.0000000000005 0.58571428571428574 0.35416666666666669 9.5000000000000018 1350.0000000000002 2.5277777777777781 2.2678571428571432 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 10 17 15 -7 8 -6 -9 11 12 -2 -14 -13 -5 -3 -1 19 -11 21 -21 24 -24 -20 26 -26 -28 29 -27 right_child=1 16 -4 5 7 6 -8 9 -10 18 -12 14 13 -15 -16 -17 -18 -19 22 20 -22 -23 23 -25 25 28 27 -29 -30 -31 leaf_value=0.0034820189887354875 -6.539118431532003e-05 -0.0061447922238159203 0.0031188444675836636 -0.019656454949742351 0.024875686871465044 -0.021645929090980655 -0.043192909925273026 -0.054054016759409976 0.010741328828533223 0.014352562580157683 0.016036103171890831 -0.014667246171292656 -0.00037330054258740027 -0.031309151625528893 -0.048596118746867929 -0.031454346220599894 0.0022413764282811725 0.042502322112104522 0.11676909556790474 0.052694799178550022 0.10450723358717717 -0.027176981374941962 -0.02413076187267971 0.10159964504008608 -0.042214803133766458 0.014298369038741085 0.24372263343978512 0.014942958550228659 -0.017560826467036304 0.20127214076996136 leaf_weight=30.362447693049745 38.574488127465997 76.07019130501169 155.00079895789492 65.865260970669624 98.961191924522112 14.523007665139259 27.229580689721047 0.73783546260983612 27.471264578098868 74.978762997933572 4.3111791382762013 6.0121230895201716 8.4898344425095065 15.979505445940957 4.6697355112455625 31.455397509680665 91.668834087066472 1.9925436002231425 0.3078006999603512 1.934147939980903 1.1391534040267286 0.90505050470255799 5.1090312828802666 0.29495955503080029 2.2968367681360182 0.61525823984266004 0.20760945078291104 0.44485575414728373 0.64028229135874415 0.4344249778368976 leaf_count=1318 2228 5253 7916 5191 3555 950 1943 41 1137 2700 196 345 456 1098 328 2548 5879 78 21 72 39 35 385 16 102 47 25 55 65 22 internal_value=-0.000174154 -0.0124426 0.0115175 -0.0208491 0.0167491 -0.0271409 -0.0356981 0.0183729 0.0218046 0.0135545 -0.00963614 -0.0111373 -0.00802611 -0.0205757 -0.0294998 -0.0234697 -0.00156178 0.00588504 0.0141131 0.0161165 0.0493603 0.0272341 -0.00116881 -0.0172682 0.0164175 0.00975952 -0.0134655 0.0877389 0.0502915 0.0916799 internal_weight=788.683 384.849 403.834 217.11 248.833 139.073 41.7526 216.478 126.432 90.046 78.0369 73.7257 63.0438 24.4693 10.6819 97.3207 167.739 32.355 89.3082 78.9571 3.97835 2.8392 10.3511 5.40399 4.94707 4.63927 2.9493 0.652465 1.68997 1.04968 internal_count=44044 26415 17629 15283 9713 10632 2893 8317 4692 3625 4651 4455 3782 1554 673 7739 11132 1396 3584 2846 146 107 738 401 337 316 182 80 134 69 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=3 0 3 4 0 4 3 2 3 8 3 3 1 1 2 8 3 1 8 9 0 8 8 0 8 3 3 8 2 1 split_gain=40.9234 13.1358 6.25217 5.83484 1.71183 1.74657 1.14754 1.10727 1.60263 1.29843 2.06837 1.25278 1.19354 2.4422 1.75098 1.69288 1.10162 1.68657 1.17667 1.416 1.15714 1.13508 1.09417 1.36621 2.26159 1.76701 1.64335 2.40228 3.27722 2.41941 threshold=6.3166666666666673 1.0000000180025095e-35 4.3166666666666673 4.5000000000000009 2.5000000000000004 5.5000000000000009 11.950000000000001 0.31666666666666671 9.3541666666666696 1250.0000000000002 8.0500000000000025 10.267857142857144 0.18333333333333338 0.13392857142857145 0.64583333333333337 1550.0000000000002 2.3541666666666674 0.61250000000000016 1450.0000000000002 1.0000000180025095e-35 4.5000000000000009 2885.0000000000005 2550.0000000000005 2.5000000000000004 1650.0000000000002 6.9500000000000011 6.6125000000000007 1450.0000000000002 0.10555555555555557 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=2 -2 16 7 6 -6 -5 8 9 10 -3 12 13 14 -9 -15 17 18 19 20 -1 -19 23 24 -11 -26 27 28 -25 -30 right_child=1 3 -4 4 5 -7 -8 11 -10 22 -12 -13 -14 15 -16 -17 -18 21 -20 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31 leaf_value=0.020969994266964047 -0.001486097974190703 0.015872396563680335 0.0033297629632393004 -0.019018065394554053 -0.020980201171148301 -0.042738881847077706 -0.030773717937599851 -0.0026938512582322625 -0.041643443301406846 -0.037782413247104907 -0.030922395916589747 0.079048180626788658 -0.017816237500367375 0.13868095445001585 0.08068831212668609 0.0015742936201235038 0.013604606489488162 0.011237183808350966 0.030086137607227788 -0.0025723620059835651 0.078282307875739338 -0.055599846038409298 0.013815102090015545 -0.053194827290573066 -0.052990502383957895 0.083669570858460385 -0.026107536189093252 -0.01847923490616217 0.16857355098794069 0.013324742616272416 leaf_weight=8.3525489709465859 167.51512074661704 8.9088119436251088 164.8665767397143 64.702510164090825 14.241919870846116 26.169842165173634 30.566361704064661 14.792693840702901 4.5757635990394183 1.0970245923565465 3.2131099266116498 0.48430593917146225 8.134170936683061 0.56371860764920789 0.65760560124181289 0.37484130392840598 163.32191671567759 22.146077155133906 39.838601142531537 7.1347499256943356 0.98451107314031183 0.65399026405066152 2.9271155973765408 0.45989488964551384 0.2945706178434192 1.2005766376846621 25.440876845732788 3.1968054604080862 0.63177146007114948 0.41632726535316067 leaf_count=255 11132 484 8336 5191 950 1943 2548 832 316 60 204 16 428 29 16 26 6658 885 1150 281 40 24 141 25 19 83 1709 215 25 23 internal_value=-0.000173296 -0.0119622 0.0108418 -0.0201992 -0.0264476 -0.0350707 -0.0227898 -0.00924155 -0.0133752 -0.0106684 0.00346869 -0.000586144 -0.00215884 0.00561228 0.000855114 0.0839234 0.0159504 0.0207932 0.0254386 0.0141982 0.0270131 0.00932005 -0.0154734 -0.0180921 0.0167404 0.0567451 -0.0210873 0.00605953 0.0580794 0.106905 internal_weight=787.865 380.566 407.299 213.051 135.681 40.4118 95.2689 77.37 52.3626 47.7869 12.1219 25.0073 24.523 16.3889 15.4503 0.93856 242.432 79.1105 56.3104 16.4718 9.33706 22.8001 35.665 32.7378 2.59217 1.49515 30.1457 4.7048 1.50799 1.0481 internal_count=44044 26415 17629 15283 10632 2893 7739 4651 3304 2988 688 1347 1331 903 848 55 9293 2635 1726 576 295 909 2300 2159 162 102 1997 288 73 48 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=3 0 3 4 0 4 2 1 4 2 3 8 2 0 1 4 3 0 0 8 3 2 3 8 3 3 3 3 1 1 split_gain=37.0348 12.2504 5.55119 5.53759 1.67418 1.73209 1.46705 1.22534 1.42828 1.23775 1.10921 1.07597 1.06375 1.35841 1.13507 1.1032 1.15664 1.34354 2.76553 1.09789 1.08213 1.02148 1.53606 1.19843 1.88834 1.10695 2.01509 1.05905 1.08959 2.02571 threshold=6.3166666666666673 1.0000000180025095e-35 4.4722222222222232 4.5000000000000009 2.5000000000000004 5.5000000000000009 0.38750000000000007 0.21111111111111114 2.5000000000000004 0.43650793650793657 11.950000000000001 1750.0000000000002 0.2678571428571429 5.5000000000000009 0.11805555555555557 1.5000000000000002 5.8944444444444457 9.5000000000000018 6.5000000000000009 3185.0000000000005 6.2678571428571432 0.31666666666666671 9.3541666666666696 1250.0000000000002 8.0500000000000025 9.1055555555555561 9.2250000000000014 10.267857142857144 0.18333333333333338 0.13392857142857145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 6 21 10 -6 -1 8 -8 -9 -5 -2 13 19 20 -15 -17 18 -18 -4 -14 22 23 24 -3 -25 -27 28 29 -23 right_child=1 3 12 4 5 -7 7 9 -10 -11 -12 -13 14 15 -16 16 17 -19 -20 -21 -22 27 -24 25 -26 26 -28 -29 -30 -31 leaf_value=0.0048955918199758775 -0.0048217974060602324 0.014866599177507418 -0.00013675712129622935 -0.018390107092861246 -0.020323263619967932 -0.0422775968264619 0.022096979270521389 -0.053819340322269177 0.0093446293441715803 0.012319638441023536 -0.030091130542469757 0.0033039568925138994 0.010523476434639085 -0.045683183741232633 -0.00027374641028298907 -0.028501887904673125 -0.014532324924385063 -0.0187707895155045 0.16508961416129053 0.070364187190246799 0.081970462168152819 0.0008075743162919485 -0.041121195450704709 -0.016427247008556505 -0.030224742175586322 0.13005309685204455 -0.018555283338457781 0.070263553252135985 -0.017195208360594714 0.073933864417823639 leaf_weight=32.827229073826231 97.131068879581363 9.0326602029513321 60.851584134620111 63.594989358953882 13.97409883297763 25.158325668384123 101.87514057359495 0.71291050965169134 27.989608189418576 91.338002201824338 29.718512460477996 70.170933928529706 50.224860881896959 2.9946574282554357 36.602941296989044 2.3500940009014357 0.45741092469688716 0.85916525587163051 0.40316317330871243 0.55727467313408752 0.53562263938147125 15.451083250501606 4.4064924090798732 34.206893662264164 3.1251702802510399 0.36729170914622855 0.60197808911652828 0.51670905714854498 8.0097793522369027 1.008881459274561 leaf_count=1396 6455 484 3050 5191 950 1943 3555 41 1137 3584 2548 4677 2301 269 1945 175 21 77 25 17 36 848 316 2241 204 23 36 16 428 55 internal_value=-0.000172017 -0.0114987 0.0102138 -0.019565 -0.025757 -0.0344378 0.0147611 0.0162204 0.0193485 0.0118074 -0.0221167 -0.00141364 0.00278055 -0.00188561 0.00643777 -0.022649 -0.00570011 0.0254594 0.0696173 0.000503027 0.0112774 -0.00887636 -0.0128855 -0.0102569 0.00327587 -0.0149342 0.0377579 -0.000574536 -0.00207037 0.00528971 internal_weight=787.055 376.475 410.58 209.173 132.446 39.1324 254.743 221.916 129.865 92.0509 93.3135 167.302 155.837 68.4733 87.3634 7.06449 4.06983 1.71974 0.860574 61.4089 50.7605 76.7269 51.7405 47.334 12.1578 35.1762 0.96927 24.9865 24.4697 16.46 internal_count=44044 26415 17629 15283 10632 2893 9713 8317 4692 3625 7739 11132 7916 3634 4282 567 298 123 46 3067 2337 4651 3304 2988 688 2300 59 1347 1331 903 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=3 3 4 3 0 4 2 1 4 8 8 0 3 3 1 1 8 3 1 8 8 1 0 1 8 3 3 9 8 8 split_gain=33.5085 11.4057 5.25699 4.91091 1.63476 1.71544 1.28986 1.09254 1.59801 1.55055 2.56074 1.61841 3.2706 1.33189 2.77693 2.13662 1.82528 1.57351 1.41258 1.62271 1.39773 1.90669 1.59913 1.54026 1.37884 1.29843 1.0704 1.05331 1.04109 1.54743 threshold=6.3166666666666673 58.500000000000007 4.5000000000000009 4.4722222222222232 2.5000000000000004 5.5000000000000009 0.38750000000000007 1.0000000180025095e-35 2.5000000000000004 2810.0000000000005 2150.0000000000005 9.5000000000000018 3.9500000000000006 4.2111111111111121 0.38750000000000007 0.2678571428571429 2050.0000000000005 3.4142857142857146 0.21111111111111114 1850.0000000000002 1350.0000000000002 0.13392857142857145 4.5000000000000009 0.47222222222222227 2350.0000000000005 2.0500000000000003 11.950000000000001 1.0000000180025095e-35 2550.0000000000005 1850.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 28 6 26 -6 -1 8 9 10 11 -8 -13 17 15 16 -15 18 19 25 21 -19 23 -23 -21 -9 -4 -3 29 -2 right_child=1 27 4 -5 5 -7 7 13 -10 -11 -12 12 -14 14 -16 -17 -18 20 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.004632153615337929 -0.0069750263324644332 -0.0057199182720030113 -0.017773031925497153 0.0026313153501043808 -0.01967565403509558 -0.041808688281471641 0.023221558395500708 0.094647430762909907 0.0088120960887006685 0.066217838384036942 -0.011470805339209442 -0.025483093777637633 0.15274122413309743 0.024601455117949242 0.12059030687702846 -0.036234697739500395 0.11417102316925654 0.10775600454134114 0.011474483903268854 0.093245991323231123 -0.0053027005673153748 0.074191696366230228 -0.011046986344533263 -0.0065451836643205599 0.0084048094713322936 0.016639610348518907 -0.029407096930964629 0.0022570925238973227 0.015225918170757717 -0.028066017897010739 leaf_weight=32.956055497184309 61.647754425155398 75.454475332141442 62.540195563251203 156.18550599965499 13.718950597674874 24.19301537694092 67.370183098945816 0.56579049385618319 28.191671999348699 1.9978615008294571 5.4305506535711165 0.41663199448885169 0.67358944875741145 4.036570153766518 0.8068825380923953 1.254138201272667 0.66207677753527594 0.58098072323992056 72.982548638815928 1.600426613405346 22.313156004459685 1.511286129774817 3.1472648760359334 0.96980908454861481 0.68338440453953797 9.3281092081517709 28.910067584462695 91.644120688089515 4.3554353240324408 10.125137327500736 leaf_count=1396 3782 5253 5191 7916 950 1943 1955 12 1137 42 172 32 26 206 28 65 32 43 2743 66 1135 39 148 30 29 377 2548 5879 196 673 internal_value=-0.000170042 -0.0110462 -0.0189349 0.00962615 -0.0250699 -0.0337996 0.0138692 0.015225 0.018977 0.0227532 0.021578 0.0241995 0.0846322 0.0119827 0.0335452 0.0217465 0.0372225 0.0107006 0.0141049 0.0298696 0.000536197 0.0215182 0.0126164 0.0426333 0.067859 0.0211005 -0.0214509 -0.00134498 -0.00850999 -0.00995037 internal_weight=786.254 372.589 205.491 413.664 129.362 37.912 257.479 224.523 104.08 75.8888 73.891 68.4604 1.09022 120.442 6.75967 5.95279 4.69865 113.683 85.1603 12.1777 28.5225 6.20934 5.62836 2.4811 2.28381 9.8939 91.4503 167.099 76.1283 71.7729 internal_count=44044 26415 15283 17629 10632 2893 9713 8317 3364 2227 2185 2013 58 4953 331 303 238 4622 3227 484 1395 260 217 69 95 389 7739 11132 4651 4455 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=3 0 2 3 3 8 0 8 3 8 2 0 3 2 0 0 9 0 3 9 1 3 8 3 3 2 2 0 4 3 split_gain=30.3134 10.6055 5.01916 4.36437 1.80826 1.43153 1.36497 1.35936 2.54858 2.51866 2.2094 1.50949 1.35345 1.75804 1.3197 1.5227 1.22056 1.08878 2.69875 2.46469 3.437 5.91119 1.64736 2.74179 1.57167 1.17158 1.11491 2.32164 1.06855 1.01648 threshold=6.3166666666666673 1.0000000180025095e-35 0.15476190476190479 4.3166666666666673 9.5277777777777803 2900.0000000000005 5.5000000000000009 1550.0000000000002 6.6125000000000007 1350.0000000000002 0.64583333333333337 4.5000000000000009 6.5277777777777786 0.31666666666666671 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 8.0500000000000025 1.0000000180025095e-35 0.10555555555555557 7.1055555555555561 1175.0000000000002 8.3541666666666696 7.1833333333333345 0.23611111111111113 0.2678571428571429 7.5000000000000009 8.5000000000000018 10.267857142857144 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 -1 5 6 -3 8 9 11 29 -4 13 -13 15 -7 -11 22 19 26 24 -22 23 -10 -21 -24 27 -19 -6 -9 right_child=1 2 7 -5 28 14 -8 10 17 16 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.01324693574423557 -0.0012795820164144215 -0.016565263422281491 -0.036275662244285072 0.0027956814328968776 -0.039799527607516594 0.073493623072405576 -0.035263651376488368 -0.0163265158930893 -0.022175734557325848 0.10638277925164559 0.086587828970749361 0.1110429175478746 -0.043528895540726642 0.0014939645359255773 0.066476600864126711 -0.037731645394918377 0.028557860516410585 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76 55 4416 18 internal_value=-0.000167874 -0.0106059 -0.0183126 0.00907608 -0.0227438 -0.0179631 -0.0190781 -0.00429248 0.00412549 0.03482 -0.0126154 0.00636765 0.0345006 0.0573807 0.0191768 -0.00851457 0.0767217 -0.00448227 0.0137701 0.0321293 0.0694419 0.137527 -0.0124005 0.0452904 0.0124747 -0.0178353 -0.00510076 0.0293822 -0.0289052 -0.0148982 internal_weight=785.418 368.885 201.979 416.533 153.473 86.4199 83.901 48.5056 24.115 5.28154 24.3906 3.14559 1.89525 1.46552 2.51891 1.58877 2.13594 18.8335 5.69831 4.4356 2.21534 1.00919 13.1352 1.13087 1.20615 12.0043 2.22026 1.14024 67.0535 23.8419 internal_count=44044 26415 15283 17629 12393 6587 6453 2890 1316 241 1574 156 97 73 134 99 85 1075 427 305 153 65 648 65 88 583 152 76 5806 1561 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=3 0 4 3 0 4 3 0 1 3 2 2 1 8 4 9 0 0 3 3 0 3 3 2 4 8 3 3 2 8 split_gain=27.4499 9.86639 4.79781 3.9293 1.60925 1.71797 1.52644 2.16041 1.95734 1.57597 1.44649 1.27013 1.65561 2.24397 2.60276 1.83232 2.11072 2.43319 2.18694 2.76969 1.94972 2.32979 1.82925 1.80571 1.65345 1.70681 1.44659 1.36064 1.34631 1.29585 threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 3.4722222222222228 2.5000000000000004 5.5000000000000009 3.2111111111111117 5.5000000000000009 0.11805555555555557 3.3541666666666674 0.47222222222222227 0.2678571428571429 0.11805555555555557 1550.0000000000002 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 3.8452380952380958 5.354166666666667 8.5000000000000018 5.1055555555555561 4.4142857142857155 0.29285714285714287 1.5000000000000002 2450.0000000000005 3.5277777777777781 6.2111111111111121 0.47222222222222227 3105.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 6 -4 -6 10 -8 9 -9 -1 24 13 14 26 23 17 -17 -18 20 -20 22 28 -15 25 27 -13 -5 -22 -14 right_child=1 2 4 11 5 -7 7 8 -10 -11 -12 12 29 15 -16 16 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.054071345644990457 -0.0012169719912652167 -0.0077169549336502307 -0.020110417807550556 -0.033057378913321049 -0.018342735946926942 -0.041018109790072053 0.041230504467911502 -0.00050720440771218707 -0.022804700403511007 0.12593909776500739 0.013371524971170152 0.076237511151551252 0.0027374099924577055 0.11716165923865862 0.0021166241454939993 0.012278704797676759 -0.054022467750099029 -0.022222019753265709 0.11736568956466886 -0.01438657837514184 0.16007340143870552 0.1767344228908421 -0.016344737615988814 0.013219269909822702 0.0019313016997768752 0.0825473240332011 0.02843169402002756 0.058730271171359871 0.032503940927382402 -0.037587575545151554 leaf_weight=0.79922648915751793 166.72299674365047 74.819964543808396 87.896952209694319 6.8638265878754217 13.218220634633637 22.694581428619585 10.922636050996173 0.52718729124080654 2.9077170488017146 0.46269655658397824 151.50083403887504 1.7178427714304856 69.351670044158425 0.42401829315346873 10.729791105125967 7.8313144967668782 0.81910114556330782 14.709166274311846 1.0348032991896619 1.963056815520076 0.30625165326637294 0.26476926971918135 1.3858261843604394 28.646573686751026 82.626767481525974 0.36911515208112167 20.074813760399934 0.42898678301480675 0.63701192154849196 2.0511795689526471 leaf_count=31 11132 4651 7739 456 950 1943 302 31 151 27 5167 61 3440 12 383 313 55 544 40 129 32 30 98 1200 4064 18 884 24 51 86 internal_value=-0.000166483 -0.0101854 -0.0177132 0.00856225 -0.0237541 -0.0326721 0.0145082 0.0298268 -0.00213091 0.058597 0.0130176 0.00462269 0.00727192 0.0117613 0.022275 0.00586824 -0.00303541 -0.0102353 0.0222795 0.0334566 0.0593391 0.0361897 0.0202127 0.0147354 -0.000129129 -0.022349 0.0322001 -0.0276581 0.0739222 0.001579 internal_weight=784.709 365.353 198.63 419.356 123.81 35.9128 167.12 14.8202 3.8976 0.989884 152.3 252.236 161.947 90.5443 32.5224 58.0219 28.9513 22.5405 6.41082 5.59172 3.62866 2.59386 2.32909 29.0706 90.2887 7.66193 21.7927 7.29281 0.943264 71.4028 internal_count=44044 26415 15283 17629 10632 2893 5709 511 209 58 5198 11920 7358 3832 1328 2504 1292 857 435 380 251 211 181 1212 4562 498 945 480 83 3526 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=3 0 4 3 0 3 8 0 8 2 2 0 0 3 3 1 1 3 3 3 3 9 3 3 9 3 8 3 3 2 split_gain=24.8269 9.15496 4.56453 3.51944 2.91016 1.32848 1.65932 1.60003 1.25554 1.91479 1.60965 1.59696 1.51943 1.40965 1.60747 2.69249 1.99419 1.39297 4.45178 1.38509 1.50655 3.89851 2.03164 1.24617 2.86974 1.91357 3.52132 1.84137 2.91076 1.54765 threshold=6.3166666666666673 1.0000000180025095e-35 5.5000000000000009 4.4722222222222232 2.5000000000000004 8.5277777777777803 2900.0000000000005 3.5000000000000004 1550.0000000000002 0.64583333333333337 0.15476190476190479 6.5000000000000009 5.5000000000000009 8.0500000000000025 7.7071428571428582 0.10555555555555557 0.18333333333333338 6.7638888888888902 6.8944444444444457 7.5277777777777786 7.0500000000000007 1.0000000180025095e-35 6.8166666666666673 8.3166666666666682 1.0000000180025095e-35 7.1833333333333345 1250.0000000000002 6.9500000000000011 6.6125000000000007 0.31666666666666671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 5 -1 -4 8 7 -7 10 11 17 -10 23 14 16 -16 19 -3 -19 20 22 -22 -14 25 -25 26 -12 28 29 -28 right_child=1 2 4 -5 -6 6 -8 -9 9 -11 12 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.011597924714101173 -0.0011573620619151851 -0.041275339532261625 -0.019978685933086063 0.0021552080025414788 -0.040527469235898506 -0.0056771756538465737 0.068155327387777909 -0.036277784572581483 -0.0080930837949817688 0.078723441962869012 -0.016848469995948967 -0.032664447183824732 0.050503895883005682 -0.048228336411497791 0.021941726091138737 0.25051872928160057 -0.035895510875459523 0.15994209613966906 -0.01044776864722595 -0.053057691853517767 0.016072854423362717 0.18072192153395872 -0.044571191749363845 0.12084365374839919 -0.049031561275672743 -0.027160798635991801 0.13572334684029047 0.13453010196862378 -0.047197837423650441 0.032597137935316552 leaf_weight=264.62210705245337 166.54914053512559 3.2114142930417691 81.59128093798958 157.35602520422378 21.842549747159879 7.2566949786707999 0.50585624115774308 10.385236636303487 32.187405206753027 0.5752927646972229 4.0922522568328095 8.322439589020858 2.4675164399977514 0.55144000594100351 0.30440331734371273 0.22337201173650101 1.0239764750157858 0.40078583819558744 8.8076636216700859 0.36538296438448004 0.7977618875020196 0.65445025527515099 0.72757165030573379 0.61886656004935392 0.41554634493513731 5.2992585745173528 0.61463868637656627 0.58748063011444163 0.72600897440383949 0.89149508951231837 leaf_count=9713 11132 197 7350 7916 1943 447 18 810 1969 13 192 823 125 57 32 14 81 24 590 22 49 39 51 29 24 268 18 33 34 31 internal_value=-0.000164415 -0.00977107 -0.0171112 0.00807673 -0.0243181 -0.00900983 -0.0211306 -0.0236908 -0.00603194 -0.0118548 0.00126585 -0.0131411 0.00991907 0.028554 0.035004 0.118683 0.0276881 -0.0129204 -0.00303177 0.0406768 0.0480464 0.0902732 0.0288538 -9.21284e-05 0.0526011 -0.0045558 0.0127752 0.0557694 0.0350403 0.074682 internal_weight=783.975 361.997 195.448 421.978 103.434 92.0142 18.1478 17.6419 73.8664 41.0851 32.7813 40.5098 20.3614 7.11588 6.56444 0.527775 6.03666 12.4199 9.20845 5.01268 4.6473 1.45221 3.19509 13.2455 1.03441 12.2111 6.91188 2.81962 2.23214 1.50613 internal_count=44044 26415 15283 17629 9293 5990 1275 1257 4715 2805 1910 2792 1099 470 413 46 367 811 614 286 264 88 176 629 53 576 308 116 83 49 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=3 0 4 2 0 3 0 3 8 8 0 2 2 3 2 1 1 9 3 9 3 3 8 0 0 9 3 3 1 8 split_gain=22.4877 8.50324 4.30682 3.27602 2.85152 1.2367 1.4835 1.45594 6.668 1.13928 1.70964 1.47969 1.44658 1.35734 1.97132 1.95705 2.18249 6.304 1.65891 3.54319 1.3239 3.50843 1.2519 1.70709 1.21821 1.16978 1.11037 1.47221 1.46656 1.40405 threshold=6.3166666666666673 1.0000000180025095e-35 5.5000000000000009 0.5634920634920636 2.5000000000000004 8.5277777777777803 3.5000000000000004 10.267857142857144 1750.0000000000002 1550.0000000000002 6.5000000000000009 0.64583333333333337 0.15476190476190479 6.6125000000000007 0.21111111111111114 0.18333333333333338 0.10555555555555557 1.0000000180025095e-35 8.3166666666666682 1.0000000180025095e-35 6.7638888888888902 6.8944444444444457 1350.0000000000002 9.5000000000000018 3.5000000000000004 1.0000000180025095e-35 4.3166666666666673 4.2111111111111121 1.0000000180025095e-35 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 5 26 -4 9 7 -7 -9 12 11 -11 20 14 -14 16 18 -18 -15 -20 -3 -22 23 -16 -23 -24 27 28 -1 -29 right_child=1 2 4 -5 -6 6 -8 8 -10 10 -12 -13 13 15 22 -17 17 -19 19 -21 21 24 25 -25 -26 -27 -28 29 -30 -31 leaf_value=0.012017720868559525 -0.0011006141449947813 -0.040726403433112658 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0.34815444855485111 0.46151323959929769 4.313103894865888 0.9999808339125591 0.4145333370524894 4.4121686934822719 0.68945349353245433 152.63622480515173 2.7921511689958143 29.382671614905831 2.5756053693320382 leaf_count=1751 11132 197 7350 6740 1943 376 823 51 25 1969 823 13 50 487 92 252 37 33 26 23 24 288 30 36 302 33 7679 109 1250 100 internal_value=-0.00016293 -0.00937805 -0.016536 0.00762568 -0.0236423 -0.00866131 -0.0204853 -0.00341373 0.0432791 -0.00579636 -0.0113921 -0.00628238 0.00113178 0.00924738 0.0304445 0.00145508 0.0133602 0.0751353 0.00492189 0.0706426 -0.0124434 -0.00291522 0.012569 -0.0108207 -0.0100216 0.0454758 0.00368093 0.00836047 0.00659501 0.033678 internal_weight=783.293 358.79 192.406 424.504 101.137 91.2689 17.8012 7.42075 1.36287 73.4677 40.6419 32.5586 32.8258 20.544 5.5222 15.0218 10.467 1.25794 9.20907 0.86953 12.2817 9.18679 4.0663 2.37686 8.72527 1.68943 234.98 82.3435 76.9758 5.36776 internal_count=44044 26415 15283 17629 9293 5990 1275 452 76 4715 2805 1982 1910 1099 241 858 606 70 536 49 811 614 191 128 590 63 10889 3210 3001 209 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=3 0 4 2 0 3 8 0 9 3 8 1 0 0 3 8 3 0 8 8 3 8 2 3 0 1 8 1 0 8 split_gain=20.3682 7.89085 4.05801 2.97881 2.78983 1.15366 1.40831 1.47861 1.13108 1.21249 1.88821 2.95784 1.18394 2.25094 1.93963 1.30787 1.29285 1.28108 1.87176 2.78934 1.35614 1.52685 1.2432 1.16602 1.94605 3.61803 2.32943 1.06032 1.41095 2.45251 threshold=6.3166666666666673 1.0000000180025095e-35 5.5000000000000009 0.47222222222222227 2.5000000000000004 8.5277777777777803 2900.0000000000005 3.5000000000000004 1.0000000180025095e-35 6.2111111111111121 1750.0000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 5.3166666666666673 2550.0000000000005 3.8452380952380958 7.5000000000000009 1950.0000000000002 1550.0000000000002 5.2678571428571432 2350.0000000000005 0.43650793650793657 4.1055555555555561 4.5000000000000009 1.0000000180025095e-35 1550.0000000000002 1.0000000180025095e-35 3.5000000000000004 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 5 8 -4 -3 7 -7 23 12 11 -11 -10 15 16 -14 -15 18 19 -18 21 -19 -16 24 26 -26 -1 28 -5 -30 right_child=1 2 4 27 -6 6 -8 -9 9 10 -12 -13 13 14 22 -17 17 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.018184897599810752 -0.0010465971017735924 -0.0055629630576155727 -0.018712321150574113 0.016401834443189517 -0.039520189884518081 -0.0051891922268578576 0.059605961955039699 -0.035081988630221425 0.0016567152513248169 0.1949408588917097 -0.015084796325353911 0.0046729895779096453 -0.024693936019778363 -0.049471314838435552 -0.021119023364051123 0.054059334757894033 0.02717902127067779 0.00048025345126497779 0.019297051259927721 0.22040027566329543 0.12170550232063077 0.11986680656468679 0.092051497939995633 0.0027582410928949966 0.12081038785953142 0.015759099667637621 0.025325194488968389 0.0073963855846185715 0.018995822332495426 -0.010840953165277958 leaf_weight=5.0455226603237993 166.22696089237994 73.064278408930249 78.693844715518196 101.09589946873521 20.254983050095944 7.1854191219263219 0.54025349971197911 9.7499367626846816 43.261805027096379 0.38235503052783204 0.78727722469920991 0.43853023827318793 17.649240986204532 0.54499931456598272 5.354523946428003 0.54342114559653865 0.36183491643168941 3.7035978930039168 0.87856169479709934 0.3860740669573488 0.28664236095528384 0.28868466019491723 0.25418909536500667 64.792863966394577 1.2010093524586403 2.5809543682718186 7.8811766226463078 141.56953136846886 13.383594379789203 14.189017485047456 leaf_count=202 11132 4715 7350 3247 1943 447 18 810 2007 16 40 29 749 35 417 20 16 331 41 31 35 23 18 3206 37 101 306 5826 459 437 internal_value=-0.000161209 -0.00899759 -0.0159725 0.0072024 -0.0229717 -0.00832324 -0.0198638 -0.0223989 0.00171593 -0.00270985 0.0402384 0.0932967 -0.00364937 -0.0112374 0.00551463 -0.0223415 0.0242133 0.0310135 0.0687862 0.126921 0.0166557 0.00911318 -0.0159901 0.00579526 0.0175722 0.0491194 0.00834242 0.0103822 0.0136674 0.00364165 internal_weight=782.577 355.716 189.489 426.861 98.9488 90.5399 17.4756 16.9354 156.623 75.1217 1.60816 0.820885 73.5136 30.2518 12.0591 18.1927 6.45039 5.9054 1.62647 0.747909 4.27892 3.99228 5.60871 81.5015 16.7087 3.78196 12.9267 270.238 128.669 27.5726 internal_count=44044 26415 15283 17629 9293 5990 1275 1257 7660 3808 85 45 3723 1716 947 769 512 477 88 47 389 354 435 3852 646 138 508 9969 4143 896 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=3 0 4 3 0 4 3 0 1 2 3 8 2 3 1 3 0 8 8 8 2 8 3 1 0 8 9 8 8 2 split_gain=18.4245 7.30298 3.83771 2.72413 1.43943 1.57605 1.3684 1.79737 1.7089 1.28315 1.1979 1.10736 1.19928 1.85736 1.2413 1.08716 0.971636 0.969955 0.899343 1.51526 1.35219 1.09506 1.01018 3.39699 0.921813 0.876615 0.857898 0.84189 2.87339 0.983862 threshold=6.3166666666666673 1.0000000180025095e-35 4.5000000000000009 3.4722222222222228 2.5000000000000004 5.5000000000000009 3.2111111111111117 5.5000000000000009 0.11805555555555557 0.47222222222222227 3.3541666666666674 1350.0000000000002 0.29285714285714287 6.154761904761906 1.0000000180025095e-35 11.950000000000001 3.5000000000000004 1750.0000000000002 2550.0000000000005 2050.0000000000005 0.43650793650793657 2985.0000000000005 9.3541666666666696 0.31666666666666671 7.5000000000000009 1250.0000000000002 1.0000000180025095e-35 2675.0000000000005 2940.0000000000005 0.81666666666666676 decision_type=2 2 2 2 2 2 2 2 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 17 18 6 15 -6 9 16 10 -1 -9 12 14 25 -5 26 -8 -2 19 22 -21 24 -3 -24 -20 -14 -4 -11 -29 -30 right_child=1 2 4 11 5 -7 7 8 -10 27 -12 -13 13 -15 -16 -17 -18 -19 21 20 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.053793220698909308 -0.0042554618596126279 -0.0043816117751038939 -0.019194964786344582 0.0035017996600600421 -0.016264095862683792 -0.039003252194422106 0.020693167265269992 -0.0010389245570023298 -0.022874304982974915 0.0098898399955882899 0.105990999942083 0.0018532068551266529 0.012404336967756689 0.088057307013287595 -0.043590923714488 -0.026173147046779817 0.049843437064683249 0.0034832419718043212 0.044807139791287511 -0.049450426130365301 0.066911994741229705 -0.024380089001297511 -0.040875049767362483 0.11585230074337503 -0.024427686865456929 0.069406418643744847 -0.0067649137101149963 0.10069142110097176 0.040018594433186012 -0.0091776609571011334 leaf_weight=0.77800985009082424 96.110031902716102 60.298442521704501 31.652606576606203 16.510577234818488 12.501295292989992 19.516090335693391 5.4779682920727719 0.5311834763415384 2.9114140803676491 151.30602817441155 0.5147825887070212 203.37124863507375 33.29488575075851 0.85776786557107598 1.5288684138022137 25.572950492836128 5.9784310902764446 69.967767914547139 2.5022954120067875 3.1549032468819855 0.27111615386093024 1.222547590252361 4.344143778547731 0.37563095046789374 0.59510294111532847 0.68842335393128351 24.724031550707664 1.1348795797675837 1.7243103263172086 2.4749660779198166 leaf_count=31 6455 3864 2821 796 950 1943 152 31 151 5036 27 9607 1368 38 85 2548 150 4677 84 221 20 57 335 15 55 26 2370 27 38 66 internal_value=-0.000158658 -0.00862305 -0.0154072 0.00680109 -0.0211348 -0.0301247 0.0116521 0.0258701 -0.00318042 0.01026 0.0516369 0.00352925 0.00997507 0.0153932 -0.000489375 -0.0176224 0.035905 -0.000995184 -0.00643649 -0.00783301 -0.0402422 0.0156895 -0.00612526 -0.0284016 0.0315051 0.0135591 -0.0137438 0.0105781 0.0301009 0.0110233 internal_weight=781.893 352.809 186.731 429.084 113.967 32.0174 172.832 15.4138 3.95738 157.418 1.04597 256.252 52.8805 34.8411 18.0394 81.9496 11.4564 166.078 72.7642 68.4442 3.42602 4.31995 65.0182 4.71977 3.0974 33.9833 56.3766 156.64 5.33416 4.19928 internal_count=44044 26415 15283 17629 10632 2893 5709 511 209 5198 58 11920 2313 1432 881 7739 302 11132 4651 4455 241 196 4214 350 139 1394 5191 5167 131 104 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=3 0 2 2 3 9 8 1 3 8 2 1 3 3 0 8 3 0 3 1 3 0 3 8 8 3 0 8 0 4 split_gain=16.7147 6.29362 4.29269 2.44777 1.75999 1.30858 1.28176 1.2777 1.19294 1.51299 1.80918 1.50695 1.36536 1.35392 1.17178 1.15093 1.20704 2.42516 1.12992 1.33151 2.95118 2.4056 1.55639 1.59673 4.49291 1.85545 2.09595 1.10723 2.46506 1.10248 threshold=6.0500000000000007 1.0000000180025095e-35 0.18333333333333338 0.47222222222222227 9.5277777777777803 1.0000000180025095e-35 1075.0000000000002 0.18333333333333338 8.5277777777777803 1550.0000000000002 0.64583333333333337 0.10555555555555557 8.3166666666666682 7.1055555555555561 2.5000000000000004 2900.0000000000005 7.9500000000000011 4.5000000000000009 3.4142857142857146 0.11805555555555557 3.9500000000000006 3.5000000000000004 3.8944444444444448 2050.0000000000005 3105.0000000000005 5.7638888888888902 5.5000000000000009 1950.0000000000002 3.5000000000000004 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 5 15 6 -1 8 9 11 -11 12 14 -13 -4 -3 -17 -18 -8 20 21 -20 -21 25 -25 -24 -27 -10 -29 -6 right_child=1 2 7 -5 29 -7 18 -9 27 10 -12 13 -14 -15 -16 16 17 -19 19 22 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=0.047666999239659738 -0.00094657392242378832 -0.015056694705250168 -0.03793382189079663 0.0094083274497994748 -0.037366777327348416 -0.0034361621227211678 0.047470842096136577 -0.0140711362298037 -0.033488981194827683 -0.0072660165001011291 0.086251373377832216 0.027360657884239921 0.074258495754692691 0.12332559988329506 0.013343962764575348 -0.021498068654592434 -0.0079770785390239265 0.1220407646692592 0.0078228364715171098 -0.054761321383547584 0.005618939449962692 0.13312604323853794 -0.016285412885019928 0.13736423817068824 -0.053257563265927912 -0.016152515276641185 0.10271785811526929 0.1370386252373737 -0.051839321474265926 -0.021422914553239591 leaf_weight=1.7967753979610694 165.93483713262782 80.953972246707906 1.2268616075161851 272.63249314729586 14.354345758052487 71.533885786323324 1.5304418696759956 14.915552074732387 3.4510813181459516 15.565951895604485 0.53494780324399549 0.95098854830597079 0.84256375288532659 0.59907949739135802 12.122826177211207 1.0520617521833622 0.82172565348446347 0.63643326071905904 0.70725499792024382 1.6663955956028491 58.082026619089618 0.83555360640457366 10.726461124226558 0.67743263102602103 0.56854839815059677 0.74048064238377154 0.74284121220068755 0.32195762015908247 0.37273330420430284 44.314799853209024 leaf_count=101 11132 6707 77 9911 1401 3603 40 894 228 1102 11 49 46 32 631 63 53 21 24 64 2727 31 501 29 22 31 49 20 28 4416 internal_value=-0.000155273 -0.00808729 -0.0142254 0.00658823 -0.0186876 0.00144913 0.00592518 -0.00176644 0.00333321 0.00661785 -0.00415893 0.0176401 0.0125276 0.0644498 0.00863144 -0.0140228 0.0193204 0.048771 0.00494191 0.00407114 0.0074319 0.0756845 -0.00917997 -0.00353506 0.0503824 -0.00903721 0.0433773 -0.0218958 0.035697 -0.0253238 internal_weight=781.213 358.973 193.038 422.241 142.133 149.608 78.0742 50.9045 35.989 31.8432 16.1009 15.7423 14.1923 1.55007 13.3497 83.4642 2.51022 1.45816 76.2774 74.747 59.6248 1.54281 15.1222 13.4558 1.24598 12.2098 1.48332 4.14577 0.694691 58.6691 internal_count=44044 26911 15779 17133 12661 7222 3619 3118 2224 1948 1113 835 754 81 708 6844 137 74 3518 3478 2782 55 696 632 51 581 80 276 48 5817 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=3 0 2 2 3 9 1 8 3 8 2 1 9 3 3 2 4 8 4 3 3 0 0 0 3 8 3 2 2 3 split_gain=15.1232 5.81521 3.99677 2.18488 1.67953 1.17378 1.16376 1.10235 1.09221 1.33991 1.57038 1.25565 1.23044 1.43688 1.12915 1.09667 1.07897 1.14539 3.70416 3.88403 10.2065 1.07408 1.0489 1.985 1.84287 1.41484 1.15617 1.1585 2.9106 1.55678 threshold=6.0500000000000007 1.0000000180025095e-35 0.18333333333333338 0.47222222222222227 9.5277777777777803 1.0000000180025095e-35 0.18333333333333338 1075.0000000000002 8.5277777777777803 1550.0000000000002 0.64583333333333337 0.10555555555555557 1.0000000180025095e-35 6.6125000000000007 8.3166666666666682 0.21111111111111114 8.5000000000000018 1350.0000000000002 9.5000000000000018 10.950000000000001 11.633333333333335 2.5000000000000004 3.5000000000000004 6.5000000000000009 5.3166666666666673 2450.0000000000005 3.8452380952380958 0.2678571428571429 0.29285714285714287 5.2678571428571432 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 5 -3 7 8 -1 9 11 15 14 13 -13 21 -11 -6 18 19 -18 -21 -4 -7 25 26 -24 -25 -28 -29 -30 right_child=1 2 6 -5 16 22 -8 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 27 28 29 -31 leaf_value=0.043559123598204942 -0.00089999485703418688 -0.013501605121477803 -0.037281010842782326 0.0088757890829902018 -0.036793442462094553 0.0016050999602970602 -0.013536636331731558 0.0046635584126968983 -0.021273030554710633 -0.031972416629454596 0.078396152705780722 0.085121410653446819 0.098618098420697492 -0.052674308597783395 0.066021335276640905 0.00013540197229025376 -0.031493565602374159 -0.025821365236621138 -0.017716711644784375 0.33358720295047906 -0.019309550535578604 0.012531529627335362 -0.024642030493701263 -0.048856245079164737 -0.019057889877888493 0.045644432736816197 -0.053879617010187321 0.14369161251665216 0.016311508400263585 0.14196554350919652 leaf_weight=1.8660245600331808 165.80012459554825 82.397765359537914 1.1869474350823992 274.49142545805233 13.861697242087756 43.29589541552609 14.734000007666877 76.575412842397867 4.0649490069590675 3.4122395540473471 0.55847262218594629 0.35443262528860831 0.87116675684282541 0.40578008024021983 0.89873670919405491 12.055102428445251 0.57219674286898115 31.324540197857061 10.714830910687622 0.36939222295768559 0.46008356893435121 12.259686764115939 16.233367899529334 0.52215154517398144 4.4777057780059408 0.74901929282759638 0.39697017933349332 0.55070791008688491 4.845889147987009 0.2597090708034101 leaf_count=101 11132 6844 77 9911 1401 2007 894 3518 276 296 11 16 37 28 46 806 48 3214 1082 33 39 631 709 35 349 26 49 25 375 28 internal_value=-0.000152555 -0.007747 -0.0137062 0.00622535 -0.0180735 0.00136785 -0.0016964 0.00558884 0.00314048 0.00624147 -0.00397379 0.0164881 0.0580542 0.0115699 0.0117611 -0.00694788 -0.0246476 -0.0207719 -0.0077177 0.0687179 0.137847 0.00813453 -0.00327386 -0.0108086 0.00568264 -0.021542 0.0225303 0.0286881 0.0344829 0.0227032 internal_weight=780.566 356.302 190.502 424.264 139.701 149.773 50.8015 78.4414 36.0675 32.0026 16.0258 15.9768 1.63138 0.760213 14.3454 15.4673 57.3027 43.441 12.1165 1.40167 0.829476 13.4466 71.3314 28.0355 11.0531 16.9824 6.57543 6.05328 5.65631 5.1056 internal_count=44044 26911 15779 17133 12661 7222 3118 3619 2224 1948 1113 835 81 44 754 1102 5817 4416 1202 120 72 708 3603 1596 861 735 512 477 428 403 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=3 0 4 0 3 3 0 1 2 9 3 0 8 3 8 4 8 0 8 2 8 2 0 3 3 1 1 9 4 3 split_gain=13.689 5.3717 3.74879 2.72905 1.97297 1.18521 1.51078 1.51183 1.18185 1.00736 0.960912 1.36122 1.75675 1.36205 5.07898 1.0548 1.0311 1.71029 1.23612 1.04842 0.979605 0.965736 1.08835 1.10588 1.20737 1.34472 1.29497 0.952783 0.937187 0.878375 threshold=6.0500000000000007 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 3.4722222222222228 3.2111111111111117 5.5000000000000009 0.11805555555555557 0.47222222222222227 1.0000000180025095e-35 8.5277777777777803 3.5000000000000004 2940.0000000000005 10.267857142857144 1750.0000000000002 4.5000000000000009 1550.0000000000002 9.5000000000000018 2675.0000000000005 0.64583333333333337 2985.0000000000005 0.15476190476190479 5.5000000000000009 8.0500000000000025 7.7071428571428582 0.10555555555555557 0.18333333333333338 1.0000000180025095e-35 11.500000000000002 6.7638888888888902 decision_type=2 2 2 2 2 2 2 2 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 27 10 28 5 8 -7 9 -1 -8 16 13 -13 15 -15 -12 21 18 19 -18 -20 29 -23 24 26 -26 -24 -2 -4 -3 right_child=1 2 3 -5 -6 6 7 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.053560115337818751 -0.0050501963540275051 -0.030274430706560884 -0.012651020411499934 -0.037874525124420133 0.0030255798669706264 0.031897783963376516 0.10622557312946737 -0.022597188244577585 0.0089399865617249344 0.0078197740298158718 0.0031383601115291941 -0.033532971249597407 0.10610456809820493 -0.036018410672404709 0.16214019481445208 -0.042957611386383147 -0.0091300477712415156 -0.033605607355193641 0.045296837941614695 0.053997820308586401 -0.014594358137218127 -0.00068351062010762412 0.029590615476648929 -0.04814757748337193 0.02002969295228017 0.16787160592830874 -0.02143053129383575 0.0025720201030682479 -0.025229730269661868 -0.00074719031645835931 leaf_weight=0.7599762829179032 74.502373475784509 3.5254314111044911 52.852998677567541 18.052137204719372 249.77017225012258 11.88667438452711 0.42845174274407261 2.8924451741293069 159.78519917255912 0.66172668239869381 3.9061189148051225 9.0050880397061484 0.23101883570780124 0.79598573781549908 0.54460558815526383 1.8189536564314037 34.244110060424575 6.1815321852664047 2.0356969870044845 0.67058950429782171 1.0273040749598292 14.281584169360714 6.8644048086674676 0.54331329882916257 0.31201075406261303 0.30333987192716449 1.5188295015010451 91.169751540559105 20.571476645162818 8.8199604541817944 leaf_count=31 5253 235 5107 1943 11424 302 25 151 5167 33 236 813 10 51 25 140 2252 728 74 13 45 666 369 57 32 14 112 5879 2243 614 internal_value=-0.000150434 -0.00742071 -0.0132028 -0.0204574 0.00588467 0.00993262 0.0229679 -0.00368452 0.00864413 0.0464943 -0.00633505 -0.0174031 -0.0300403 -0.000884104 0.0444821 -0.0115071 -0.0040889 -0.00921566 -0.00524577 -0.00791758 0.0252098 0.00217045 0.00805186 0.0211263 0.0253089 0.092909 0.0203469 -0.000855673 -0.0161752 -0.00917918 internal_weight=779.963 353.779 188.106 91.4766 426.185 176.414 15.8693 3.98262 160.545 1.09018 96.6299 16.3018 9.23611 7.06566 1.34059 5.72507 80.3281 44.1592 37.9777 34.9147 3.063 36.1689 23.8235 9.5419 8.99858 0.615351 8.38323 165.672 73.4245 12.3454 internal_count=44044 26911 15779 9293 17133 5709 511 209 5198 58 6486 1275 823 452 76 376 5211 3112 2384 2265 119 2099 1250 584 527 46 481 11132 7350 849 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=3 3 3 1 2 1 1 2 3 9 2 0 8 1 8 8 3 3 0 0 3 3 4 8 4 3 3 3 3 9 split_gain=12.4547 3.34545 4.70238 2.16267 1.86491 1.62346 2.23241 1.31722 1.21903 2.05704 1.6547 1.38188 1.83751 1.21339 1.71353 2.45861 1.17024 1.72685 1.16543 1.2718 1.05791 1.50906 1.03998 1.10597 3.20047 2.96247 6.04746 1.00163 2.33479 3.16342 threshold=5.5277777777777786 58.500000000000007 9.5277777777777803 0.31666666666666671 0.31666666666666671 0.18333333333333338 0.15476190476190479 0.47222222222222227 5.2678571428571432 1.0000000180025095e-35 0.5634920634920636 3.5000000000000004 1950.0000000000002 0.11805555555555557 2350.0000000000005 2985.0000000000005 5.6833333333333345 6.5277777777777786 4.5000000000000009 8.5000000000000018 3.9500000000000006 3.7071428571428577 8.5000000000000018 1350.0000000000002 9.5000000000000018 10.950000000000001 11.633333333333335 3.4142857142857146 3.2111111111111117 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=7 2 4 22 16 6 -6 13 -9 18 11 12 -11 20 27 -16 -2 -18 -10 -20 21 -1 -4 24 25 -24 -27 28 -15 -30 right_child=1 -3 3 -5 5 -7 -8 8 9 10 -12 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.011767844770871588 -0.037756870373386896 -0.00081381395328057713 -0.034998581506477326 0.086631846272150315 0.0059783048388658963 -0.010487991175446354 0.06270273613513884 0.0076521757568150774 0.066959758490351171 0.051531272313371623 0.072715011458524673 -0.054625752754954564 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leaf_count=109 181 11132 1504 15 1422 811 82 9246 106 45 26 60 28 28 51 22 2480 7437 21 44 3609 38 48 3214 1082 33 39 1091 14 26 internal_value=-0.000147141 -0.00626636 -0.0100792 -0.0226204 -0.00611971 0.00267856 0.0095098 0.00638206 0.00824393 0.0273248 -9.26061e-05 -0.0153962 0.013309 0.00169101 -0.00803797 0.03758 -0.00906474 -0.00830837 0.0504276 0.0104293 0.0046016 0.0293826 -0.0234916 -0.0194826 -0.00651945 0.0622784 0.116327 -0.0118447 0.0217248 0.0603929 internal_weight=779.324 402.292 236.742 56.809 179.933 45.1243 29.7099 377.032 269.906 8.11879 3.7127 3.06786 1.77157 107.126 24.6684 1.89999 134.809 131.346 4.40609 1.28855 82.4572 4.09298 56.3596 41.7975 11.8062 1.47873 0.933981 22.7684 2.02449 1.33313 internal_count=44044 29480 18348 5935 12413 2315 1504 14564 9576 330 159 133 73 4988 1232 73 10098 9917 171 65 3756 147 5920 4416 1202 120 72 1159 68 40 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=3 4 4 0 2 1 3 3 8 2 3 4 9 0 9 8 3 0 3 8 1 1 0 3 0 8 9 8 8 8 split_gain=11.2727 4.96242 2.98688 2.65557 1.74426 1.05482 1.02111 1.22861 1.74512 1.60739 1.37253 0.959902 0.955115 0.841953 1.05459 0.831269 2.22239 0.822954 1.12368 1.8466 1.60158 3.15717 1.15114 0.976885 0.922326 1.18107 1.89948 0.814538 1.18557 0.782929 threshold=6.3166666666666673 16.500000000000004 5.5000000000000009 2.5000000000000004 0.5634920634920636 0.35416666666666669 4.3166666666666673 4.2111111111111121 1750.0000000000002 0.35416666666666669 4.1055555555555561 11.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1950.0000000000002 6.9500000000000011 5.5000000000000009 2.5277777777777781 1750.0000000000002 0.18333333333333338 0.35416666666666669 8.5000000000000018 5.2678571428571432 1.5000000000000002 1450.0000000000002 1.0000000180025095e-35 2985.0000000000005 3155.0000000000005 2350.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 11 5 6 7 10 13 -10 27 15 -3 14 -9 -4 -17 24 19 22 -21 -22 -19 -20 25 26 -6 -1 -29 -7 right_child=1 12 3 -5 17 29 -8 8 9 -11 -12 -13 -14 -15 -16 16 -18 18 23 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0068465204539790193 -0.006289973650080269 -0.005000800144552401 -0.014527258774769465 -0.037057741494840667 0.0092237933993597199 -0.0064565205279349131 0.00082277425254452432 0.020481357849865937 -0.0049625656747895458 0.085023400108561589 -0.028222579842402548 -0.024733547842273555 0.0026207191492084859 0.03997591029799747 -0.056719257501129376 0.1468731018361242 -0.0021215763265698827 -0.042225683840092287 -0.0050584239915551707 0.11041806596265252 -0.033196654567557098 0.11017927936086158 0.041797017382065649 0.052771659623473403 0.012793937939738402 0.0096908931009232185 -0.022216287678790553 0.08962358983865909 -0.0022266088776450245 -0.044455803821918549 leaf_weight=63.842907969920333 86.594389166253919 74.47510791748104 42.250232957717643 17.107564754159952 10.532686397602717 15.174105868151118 149.73642140230314 0.91087492648512058 0.67599201271514209 1.8665202283678466 2.7759121685843402 18.893328172926886 91.746203391288333 1.0223056432487281 0.86005307142704623 0.25745234790406257 8.9783624719672002 1.1928580199655723 23.835772939245945 0.81306651455088319 0.95861911387510168 0.64050276847410714 0.6192563176191469 0.7533374377175609 106.296104788517 44.214650536397173 8.8327264158485832 0.72814291646136442 0.67887715855613351 1.4885088989994972 leaf_count=2378 5990 5287 4146 1943 357 636 7431 29 28 67 143 2162 5926 51 26 23 938 54 1382 13 31 28 40 47 3042 1402 344 21 19 60 internal_value=-0.00014477 -0.00697307 -0.0128731 -0.019389 0.00515501 0.00228413 0.00319048 0.00802315 0.0311269 0.0610983 0.00621096 -0.0150941 -0.000794086 0.00384572 -0.0170112 -0.0115568 0.00203172 0.00861931 0.000805932 0.0246285 0.0532813 0.0242303 -0.0135125 -0.00328668 0.00994457 0.00518088 -0.00511629 0.00767585 0.0453065 -0.00985108 internal_weight=778.753 340.303 174.081 87.4869 438.45 239.761 223.098 73.3616 5.33575 2.54251 68.0258 70.3794 166.221 2.79323 1.77093 51.486 9.23581 198.69 28.8134 4.2243 2.41219 1.59912 1.81211 24.5891 169.876 63.5801 19.3654 65.2499 1.40702 16.6626 internal_count=44044 26415 15202 9212 17629 10889 10193 2762 201 95 2561 7269 11213 106 55 5107 961 6740 1595 166 72 59 94 1429 5145 2103 701 2418 40 696 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=3 3 3 1 2 1 1 3 3 2 1 8 8 3 9 8 8 1 4 8 4 3 3 4 0 0 0 8 3 8 split_gain=10.2086 2.8338 4.1674 1.8848 1.64059 1.46545 1.88092 1.13414 1.46949 1.09037 1.09228 1.5059 2.09834 1.07573 1.74549 1.48827 2.09787 1.54836 1.03021 1.06994 2.8103 2.3559 4.06018 1.0005 1.98301 0.976857 1.11961 0.968453 1.54345 0.912925 threshold=5.5277777777777786 58.500000000000007 9.5277777777777803 0.31666666666666671 0.31666666666666671 0.18333333333333338 0.15476190476190479 5.6833333333333345 6.5277777777777786 0.47222222222222227 0.11805555555555557 2350.0000000000005 2985.0000000000005 5.2678571428571432 1.0000000180025095e-35 1950.0000000000002 1750.0000000000002 1.0000000180025095e-35 8.5000000000000018 1350.0000000000002 9.5000000000000018 10.950000000000001 11.633333333333335 9.5000000000000018 3.5000000000000004 4.5000000000000009 8.5000000000000018 1175.0000000000002 6.354166666666667 3185.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 18 7 6 27 -2 -9 10 -1 -12 -13 29 25 16 17 -16 -4 20 21 -20 -23 -21 -25 -15 -27 28 -6 -11 right_child=1 -3 3 -5 5 -7 -8 8 -10 13 11 12 -14 14 15 -17 -18 -19 19 23 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.004193660928571802 -0.037089322781166799 -0.00073478908519677305 -0.034030060720043484 0.07733217187450428 0.10500509014630471 -0.0099681154322913013 0.056642126617088298 -0.00014841991763023287 -0.011429342594686361 0.0071010395628512551 -0.011469768738614746 0.073257848399792616 -0.034106702486957366 0.060290342374817833 0.039576785180599816 -0.054357343419846715 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48 279 1082 33 39 2899 36 21 44 1349 44 63 internal_value=-0.00014115 -0.0057396 -0.00929714 -0.0213816 -0.00559023 0.00264543 0.00908055 -0.00838837 -0.00764473 0.00571735 0.001452 -0.00781485 0.0341618 0.00739812 0.0251071 -0.000345237 0.0181668 -0.00417837 -0.0222559 -0.0182138 -0.00532939 0.057541 0.101622 -0.023367 -0.0202853 0.0457284 0.00921385 0.00577257 0.0465713 0.00684135 internal_weight=778.132 397.897 232.576 54.5957 177.981 45.1354 29.8876 132.845 129.49 380.235 107.48 24.5387 1.96546 272.755 8.31404 3.72115 2.77131 2.19278 54.1164 40.286 11.5094 1.53968 1.02103 28.7766 25.9421 4.59289 1.30943 27.944 1.38258 264.441 internal_count=44044 29480 18348 5935 12413 2315 1504 10098 9917 14564 4988 1232 73 9576 330 159 108 89 5920 4416 1202 120 72 3214 2935 171 65 1422 73 9246 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=3 4 4 0 3 3 0 1 2 8 8 4 4 3 1 0 3 3 3 4 3 3 0 9 0 9 2 0 8 3 split_gain=9.23724 4.21701 2.6844 2.61282 1.4816 1.00192 1.23565 1.33853 0.996939 0.946061 0.909906 0.958922 0.901911 0.864216 0.83654 1.65136 1.25812 1.15282 1.08771 1.48116 2.28793 0.953279 0.824083 1.93479 1.16988 1.05887 0.957351 0.800387 0.784988 1.71699 threshold=6.3166666666666673 16.500000000000004 5.5000000000000009 2.5000000000000004 3.4722222222222228 3.2111111111111117 5.5000000000000009 0.11805555555555557 0.47222222222222227 1750.0000000000002 1350.0000000000002 4.5000000000000009 11.500000000000002 3.3541666666666674 0.11805555555555557 4.5000000000000009 5.6125000000000007 5.2111111111111121 5.7638888888888902 2.5000000000000004 3.6125000000000003 5.6833333333333345 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 0.18333333333333338 3.5000000000000004 1950.0000000000002 6.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 12 5 8 27 13 -1 -3 11 14 28 -8 18 16 17 -16 19 20 -6 -22 24 -24 25 -20 -26 -7 -4 -30 right_child=1 9 3 -5 10 6 7 -9 -10 -11 -12 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5.7887018352871769 18.118748397604747 0.58538956442134804 5.967297247419852 9.4026706473907904 1.1882814771943229 0.95536443829769258 1.1130658541223959 12.737515683417596 11.152867083721954 0.60029388352450119 0.89495042587805052 0.39419857792199764 0.60930736269801844 0.65119934856738826 1.3741786066384518 6.4924838002170873 0.29444841354916107 8.8189523831503802 leaf_count=31 5990 6508 4146 1943 45 152 31 151 5167 4705 9607 334 2162 27 184 481 47 38 41 482 454 30 50 25 23 32 47 150 23 938 internal_value=-0.000138316 -0.00638434 -0.0119169 -0.018232 0.00461636 0.00810257 0.0198961 -0.00422498 0.00692463 -0.000714646 0.00220991 0.00797023 -0.0139463 0.0417706 0.0102653 0.00153007 0.0180608 0.0262195 0.0152002 0.0110751 0.0227945 0.0154317 0.0364642 0.0709474 0.0246027 0.0542228 -0.00174373 0.0277177 -0.0104961 0.0027802 internal_weight=777.602 336.092 170.103 84.5934 441.51 180.305 16.3735 4.0093 163.931 165.989 261.206 54.3032 68.3386 1.13426 48.5145 17.5136 8.11094 6.92266 31.0009 25.964 13.2265 11.7532 5.0369 1.28915 3.74775 1.76427 1.98349 12.3642 50.2199 9.1134 internal_count=44044 26415 15202 9212 17629 5709 511 209 5198 11213 11920 2313 7269 58 1979 750 269 222 1229 1011 529 484 218 75 143 73 70 302 5107 961 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=2 0 4 0 3 8 9 3 1 4 0 8 3 2 3 2 8 8 3 8 8 3 8 4 3 3 3 8 2 8 split_gain=8.40493 2.66085 2.99291 1.97473 1.48987 1.20542 1.40304 1.12771 1.12515 2.18543 1.3654 2.24445 1.58224 1.50295 1.81711 3.60278 3.95705 1.34285 1.15491 1.0813 1.00109 2.19385 1.50829 1.17876 3.31487 1.67976 0.995595 2.15443 0.995565 1.63124 threshold=0.2678571428571429 1.5000000000000002 5.5000000000000009 2.5000000000000004 4.8166666666666673 1075.0000000000002 1.0000000180025095e-35 9.9500000000000011 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1950.0000000000002 5.3166666666666673 0.81666666666666676 4.154761904761906 0.43650793650793657 1750.0000000000002 2675.0000000000005 3.2111111111111117 3205.0000000000005 1650.0000000000002 4.3166666666666673 2450.0000000000005 2.5000000000000004 4.7071428571428582 4.5277777777777786 5.6125000000000007 1550.0000000000002 0.73214285714285732 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -4 20 7 19 -1 9 10 12 13 -2 14 15 -12 -17 -13 -18 -7 21 -3 -22 24 -23 -25 27 -14 -10 -30 right_child=8 2 3 -5 -6 6 -8 -9 28 -11 11 17 26 -15 -16 16 18 -19 -20 -21 22 23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.063263910282552113 0.012944041474562781 -0.014321848550363881 -0.013453980192834622 -0.035677851625545161 -0.0081785257900359246 -0.0068193640898330564 0.0011369832092454845 0.0071634923806279298 -4.9493549292223979e-05 0.00022678331003623986 0.098919944722786979 -0.025687532253529273 0.12460037286909989 -0.028983042970509423 0.0035262471392540728 0.044920469795527031 -0.057790263731928804 0.02575904135270839 -0.0012092235985934332 0.063426676617367325 -0.01039637904030102 0.0015563354142918294 0.066524918082422155 0.054379560485439293 0.15651594933162297 -0.034002581838340533 0.024297049340056994 0.030074014789250467 -2.2483500953733256e-05 0.01546235120889655 leaf_weight=1.3013259602884364 72.351226146761803 2.3025671357676725 27.499264844299773 15.703591830287619 95.532666988583841 113.62394125088784 128.44830702887546 2.8744895638623404 126.97459506153254 60.248970189019673 1.595937463162733 7.7577267736137383 0.87179893380016293 2.2077436619019855 17.178945155342035 5.7420788257602435 1.3164279132761292 1.5163100412464698 2.863931369900456 0.55047989496961136 6.5996574150126435 0.64682392044125003 0.70539837377145875 1.7208424317705069 0.73990242660511285 0.78185261665835515 7.3169082033145969 1.9535219933181904 35.276207410392004 32.841332197926221 leaf_count=102 1970 81 2589 1943 6323 8574 8956 287 6214 2360 44 282 27 48 732 173 36 38 71 44 294 28 20 72 26 27 337 66 1274 1006 internal_value=-0.000134717 -0.00519604 -0.0103947 -0.021532 -0.0059816 -0.00198934 -0.00244777 0.0246463 0.00520802 0.00802517 0.0118552 0.00429674 0.0155367 0.0107703 0.0138286 0.029194 0.0179792 -0.017276 -0.019027 -0.00648068 0.00956831 0.0243589 -0.00296862 0.0472581 0.0842367 0.0267686 0.0340316 0.0592417 0.00256662 0.00744318 internal_weight=777.045 399.031 152.233 43.2029 109.03 246.799 242.623 4.17582 378.014 182.922 122.673 40.1791 82.4935 30.9051 28.6973 11.5184 9.92244 9.27404 4.18036 114.174 13.497 6.19199 7.30506 3.88942 1.38673 2.5027 10.1422 2.82532 195.092 68.1175 internal_count=44044 29366 11403 4532 6871 17963 17574 389 14678 6184 3824 1424 2400 1104 1056 324 280 320 107 8618 548 234 314 153 54 99 430 93 8494 2280 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=3 4 4 0 2 1 9 3 8 1 2 0 2 4 8 3 3 8 3 0 8 3 8 4 8 0 8 2 8 3 split_gain=7.68088 3.43872 2.7017 2.37763 1.16677 0.966471 0.959719 0.982171 1.26921 2.41736 1.88564 1.07617 0.955116 0.869597 0.845134 0.836978 1.54434 0.855737 0.796763 1.25882 1.59515 1.26604 4.08729 0.980809 0.921377 1.64081 1.14369 0.878287 0.875341 0.854131 threshold=6.0500000000000007 16.500000000000004 5.5000000000000009 2.5000000000000004 0.5634920634920636 0.35416666666666669 1.0000000180025095e-35 5.354166666666667 1950.0000000000002 0.23611111111111113 0.31666666666666671 2.5000000000000004 0.21111111111111114 11.500000000000002 1750.0000000000002 3.4142857142857146 3.2111111111111117 1750.0000000000002 8.5277777777777803 3.5000000000000004 2940.0000000000005 10.267857142857144 1750.0000000000002 4.5000000000000009 1550.0000000000002 9.5000000000000018 2675.0000000000005 0.64583333333333337 2985.0000000000005 7.8166666666666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 18 13 5 6 15 -8 10 12 11 -9 -10 -4 -3 16 17 -1 24 21 -21 23 -23 -20 -2 26 27 -26 29 -28 right_child=1 14 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.018123939792034825 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2.501324180475649 1.6772283345344474 3.8450177816484929 8.2764869198736015 0.24183406004158392 0.73507531033828832 0.59871289263173821 1.6634537368954623 33.153986395804054 5.8436835287561726 1.470259407898993 0.69013597164302964 0.99216814665123809 0.58833909349050362 leaf_count=64 2099 6508 5107 1943 6733 692 3364 357 271 37 329 341 188 2162 4705 4659 62 36 236 813 10 51 25 140 2252 728 54 13 45 20 internal_value=-0.000131894 -0.00574561 -0.010615 -0.017228 0.0042732 0.00185973 0.00275293 -0.000744784 -0.0084849 0.00623746 -0.0158393 -0.0278954 -0.0012319 -0.0131826 -0.000574608 0.00592583 0.0237167 0.00339957 -0.0048064 -0.0152178 -0.0280462 0.000752901 0.0444614 -0.00983042 -0.00276263 -0.00770825 -0.00380929 -0.00645233 0.0255117 0.0441052 internal_weight=776.506 341.416 175.836 82.2248 435.09 232.813 216.194 102.833 29.3055 9.76251 19.543 12.1948 8.9554 67.0464 165.581 113.36 6.24661 3.74528 93.6107 15.3606 8.51832 6.84226 1.33379 5.50847 78.2501 42.7386 36.8949 33.8441 3.05077 2.0586 internal_count=44044 26911 15698 9212 17133 10400 9708 4887 1523 496 1027 698 459 7269 11213 4821 162 100 6486 1275 823 452 76 376 5211 3112 2384 2265 119 74 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=3 4 3 1 3 4 8 4 3 3 4 0 2 8 0 1 3 0 4 3 4 9 4 4 0 8 8 3 3 8 split_gain=6.96897 3.41856 2.23934 1.55542 1.10421 0.972431 1.13756 2.60525 1.99936 3.01152 0.986086 1.96781 0.806167 1.11471 1.58122 1.01513 0.874268 1.76139 0.980433 0.846954 1.52618 4.80824 1.12197 0.822817 1.68715 6.57929 2.08554 2.95054 1.67904 1.36244 threshold=6.3166666666666673 16.500000000000004 9.5277777777777803 0.31666666666666671 4.4722222222222232 8.5000000000000018 1350.0000000000002 9.5000000000000018 10.950000000000001 11.633333333333335 9.5000000000000018 3.5000000000000004 0.15476190476190479 2900.0000000000005 5.5000000000000009 0.18333333333333338 7.9500000000000011 4.5000000000000009 7.5000000000000009 9.2250000000000014 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 4.5000000000000009 1350.0000000000002 1650.0000000000002 8.4142857142857164 8.7071428571428573 1950.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 12 5 -1 -4 7 8 -7 -10 -8 -12 13 14 19 -14 -15 18 -18 23 22 -22 -21 24 26 -26 -2 29 -29 -28 right_child=1 -3 3 -5 -6 6 10 -9 9 -11 11 -13 15 16 -16 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0058300061275922506 -0.028424424030338593 -0.00054643439716992048 -0.032354544458240209 0.066831047114405087 0.00064747975452005002 -0.027177287792044626 -0.051423462713311302 -0.012658679212877331 0.16107733675134003 -0.013567483727254977 -0.020500253158320884 0.096386724876512467 0.0029948121325159508 -0.015431006556499198 -0.030701940548821017 -0.014357289771482262 -0.052749090775031232 0.10472056437279759 0.061604442381758495 0.013641322098300521 0.19772286469610739 -0.05181670635843634 -0.051692316242892923 -0.01346011741808463 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-0.0218613 -0.0187179 -0.00685868 -0.0101452 -0.0113056 -0.00152096 0.0236292 0.0473208 -0.00486138 -0.00834093 0.0122313 0.0763483 -0.00066079 -0.010067 0.000952442 0.0413263 -0.00711338 0.0155493 0.107282 0.000179599 internal_weight=775.955 330.763 165.266 50.3775 445.192 49.8611 37.1833 10.6546 1.53393 1.05674 26.5288 23.979 114.888 71.107 68.7451 43.7814 2.36187 1.47016 0.770079 59.6309 4.61583 0.772733 3.84309 55.0151 12.9522 2.15671 10.7955 5.23184 0.750794 4.48105 internal_count=44044 26415 15202 5854 17629 5839 4335 1173 120 72 3162 2883 9348 6587 6453 2761 134 74 53 5508 447 71 376 5061 831 129 702 345 52 293 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=2 0 4 0 3 8 9 8 0 8 2 3 3 3 4 4 3 3 8 1 4 0 8 3 2 3 2 8 8 3 split_gain=6.32105 2.20175 2.49597 1.27089 1.15691 1.09176 1.26646 1.05887 1.12784 1.22563 1.98758 2.68522 1.51307 1.469 3.3985 1.05776 0.980893 1.7896 1.70227 0.979713 1.90123 1.16403 2.01061 1.4097 1.36814 1.50792 2.95876 3.44567 1.21849 1.09277 threshold=0.2678571428571429 1.5000000000000002 4.5000000000000009 2.5000000000000004 9.3541666666666696 1075.0000000000002 1.0000000180025095e-35 2940.0000000000005 5.5000000000000009 1550.0000000000002 0.18333333333333338 6.4722222222222232 8.0500000000000025 7.7071428571428582 1.5000000000000002 5.5000000000000009 6.5277777777777786 5.9500000000000011 1350.0000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1950.0000000000002 5.3166666666666673 0.81666666666666676 4.154761904761906 0.43650793650793657 1750.0000000000002 2675.0000000000005 3.2111111111111117 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -4 7 -1 -7 8 -3 10 16 -12 13 14 -13 -5 17 -10 -19 20 21 23 24 -2 25 26 -23 -28 -24 -29 right_child=19 2 3 15 -6 6 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 28 -25 -26 -27 27 29 -30 -31 leaf_value=0.023521153342290331 0.011525694377655474 -8.8070450116357478e-05 -0.010639898685880035 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60.619825448786187 1.7086160102035197 7.6433091588429516 10.440559113193443 2.1854096919955728 17.278583293456222 5.9660570599385192 1.2780757518194148 1.5527840124559587 2.8887941971752298 leaf_count=389 1970 2988 3226 1051 308 8618 8956 75 32 1158 116 78 49 26 25 1943 280 26 22 8494 2360 44 282 430 48 732 173 36 38 71 internal_value=-0.000126848 -0.00457011 -0.0093717 -0.0168802 -0.00378094 -0.00165971 -0.0021017 -0.00268129 -0.00357231 -0.013651 0.000570449 0.0289128 0.0620779 0.0777547 0.0565823 -0.0249055 -0.0195014 0.0133984 0.0559752 0.00445925 0.00707064 0.0106086 0.00364738 0.0139689 0.00968532 0.0125488 0.0262928 0.0160298 -0.0169071 -0.0188584 internal_weight=775.504 393.886 148.647 63.4426 85.2044 245.239 241.009 82.2736 80.2924 20.6267 8.73459 3.62124 2.27274 1.98032 1.59482 27.752 5.11335 1.56996 0.959564 381.618 185.026 124.406 40.5016 83.9043 31.3055 29.1201 11.8415 10.1329 9.19609 4.16687 internal_count=44044 29366 11403 6220 5183 17963 17574 4875 4800 1812 654 294 178 129 103 2994 360 80 48 14678 6184 3824 1424 2400 1104 1056 324 280 320 107 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=0 split_feature=3 4 3 1 2 4 8 4 3 3 4 0 1 8 8 9 3 3 8 3 2 8 3 8 1 3 2 2 8 3 split_gain=5.85628 3.01825 2.02259 1.35978 0.990447 0.895044 1.07158 2.32905 1.63513 2.21701 0.967343 1.76435 0.894779 0.763313 0.732725 0.668578 0.734094 1.31979 0.77252 0.643406 1.34013 1.58063 0.932164 1.10716 2.79594 1.37178 1.2941 0.919478 0.720949 2.29789 threshold=6.3166666666666673 16.500000000000004 9.5277777777777803 0.31666666666666671 0.5634920634920636 8.5000000000000018 1350.0000000000002 9.5000000000000018 10.950000000000001 11.633333333333335 9.5000000000000018 3.5000000000000004 0.35416666666666669 1750.0000000000002 2350.0000000000005 1.0000000180025095e-35 3.4142857142857146 3.2111111111111117 1750.0000000000002 6.2111111111111121 0.31666666666666671 1750.0000000000002 5.354166666666667 1750.0000000000002 0.23611111111111113 5.7071428571428582 0.38750000000000007 0.18333333333333338 1450.0000000000002 5.3166666666666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 5 12 -4 7 8 -7 -10 -8 -12 15 -3 -14 16 17 18 -1 22 21 -21 28 26 27 -26 -24 -25 29 -17 right_child=1 13 3 -5 -6 6 10 -9 9 -11 11 -13 14 -15 -16 19 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.018123048359224302 -0.0063775124153060726 -0.0033697206474018072 -0.031242381767622274 0.060061473149088995 0.0061583622211030236 -0.0260591070848613 -0.051332736466720791 -0.01197031773439129 0.13586068811996346 -0.012297507721665761 -0.019688800153478698 0.087839973474126004 -0.0065307275142689972 0.0035032764564937695 -0.043886193031699987 0.0066079177259131781 0.0039027244798547191 0.048705378408739772 0.027210728484131697 0.10152672269180985 -0.04001616587367457 -0.0050764973409058618 -0.026971643511831952 0.0080117192967163586 0.018309530957245572 0.12313410126534163 0.0043599064393990512 -0.017586328366334596 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0.00248294 -0.000608175 0.0279884 0.0534956 -0.00113384 -0.00839775 0.00119069 0.072835 -0.0176811 -0.00518747 0.00191948 0.00956526 internal_weight=775.022 327.795 162.603 48.942 447.227 48.3978 36.3698 10.5559 1.58801 1.13074 25.8138 23.4288 242.552 165.192 16.6272 225.925 118.921 6.39649 3.79028 107.004 1.93146 1.40462 105.073 31.0956 15.2964 1.25045 15.7992 14.046 73.9769 21.762 internal_count=44044 26415 15202 5854 17629 5839 4335 1173 120 72 3162 2883 10889 11213 696 10193 5082 162 100 5111 94 67 5017 1653 822 61 831 761 3364 923 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=3 4 4 0 3 3 1 0 3 0 8 4 8 4 8 3 8 3 9 8 8 3 3 0 8 3 8 4 8 0 split_gain=5.30037 2.56586 2.17143 2.21448 0.869899 1.11433 1.40877 1.98709 1.09293 1.18574 1.13734 0.811178 0.79296 0.790103 1.61978 2.7537 0.854085 0.779284 0.762642 0.762224 0.760203 1.454 0.709256 1.1222 1.27416 1.19761 3.34467 0.889296 0.787861 1.22073 threshold=6.0500000000000007 16.500000000000004 5.5000000000000009 2.5000000000000004 2.3541666666666674 2.2250000000000005 0.23611111111111113 1.5000000000000002 1.6904761904761907 1.5000000000000002 1650.0000000000002 11.500000000000002 1450.0000000000002 8.5000000000000018 1950.0000000000002 11.211111111111112 2675.0000000000005 6.1055555555555561 1.0000000180025095e-35 3585.0000000000005 1950.0000000000002 6.9500000000000011 8.5277777777777803 3.5000000000000004 2940.0000000000005 10.267857142857144 1750.0000000000002 4.5000000000000009 1550.0000000000002 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 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 17 11 5 6 7 12 9 -8 -10 20 18 -5 -15 -16 -17 -2 -1 -6 -4 -22 28 25 -25 27 -27 -24 -19 -30 right_child=1 -3 3 13 19 -7 8 -9 10 -11 -12 -13 -14 14 15 16 -18 22 -20 -21 21 -23 23 24 -26 26 -28 -29 29 -31 leaf_value=0.0075798337062657666 -0.053625189873061641 -0.00041917695841457578 -0.011067876813129048 -0.04022484603328523 0.0024453232469935893 0.025268147765124239 -0.0027980100225489237 0.036559419787851259 -0.027732964713453684 0.015897880562696878 0.0019415822889717778 -0.020893299627813319 0.012765353223253648 -0.029047419699340396 0.23733245925830904 -0.051061870596241545 0.090512715560223 0.0039132089026722586 -0.024010374341504298 -0.055397890763563155 0.11108001218858066 0.0013279313730610374 0.0038059087260032178 -0.030081377825131039 0.080059134289807876 -0.033178998697115013 0.12536364540681735 -0.041035843818465881 -0.0030570746436149147 -0.029183341096927169 leaf_weight=4.4364073813236216 0.78324939901086921 165.12752101917948 38.799638971369355 10.469470896842038 347.50221886193629 8.3278218388460328 20.06863515814112 7.4655120071524825 6.0531921114518337 14.68764134965066 6.9205737721316041 16.648980595364208 20.096259545825731 2.7311559741294213 0.16230511221510813 0.30508118283614749 0.16368646407499909 35.042741105209615 3.3556488927938517 0.57046624226495524 0.31299529831403461 8.4158394379748724 3.8576569689903391 7.6829702966614377 0.27187750820303325 0.68435486732050754 0.64731615635764683 1.5498759955880812 36.321827444932566 5.098589397580894 leaf_count=123 76 11213 4146 1541 14481 221 719 151 188 449 198 2162 469 321 21 42 18 2072 117 17 23 938 236 813 10 51 25 140 2384 679 internal_value=-0.000121061 -0.00485796 -0.0091708 -0.0153065 0.00349051 0.00783128 0.00608351 0.0136485 0.000480076 0.00510268 -0.0119037 -0.0113956 0.00751543 -0.0334527 -0.0123653 0.0598314 -0.0016262 -0.00396482 -0.00602449 0.00235052 -0.00806856 0.00526338 -0.00353813 -0.0135989 -0.026317 0.00141339 0.0438875 -0.00904638 -0.00160473 -0.00627305 internal_weight=774.562 335.077 169.95 78.0092 439.484 91.4117 83.0839 35.3538 47.73 34.7563 12.9738 64.1775 27.8883 13.8317 3.36223 0.631073 0.468768 91.9405 7.79206 348.073 47.5285 8.72883 91.1572 14.6941 7.95485 6.7392 1.33167 5.40753 76.4632 41.4204 internal_count=44044 26911 15698 9212 17133 2635 2414 860 1554 1168 386 7269 709 1943 402 81 60 6486 240 14498 5107 961 6410 1275 823 452 76 376 5135 3063 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=3 4 3 1 4 8 4 3 3 4 0 2 1 8 8 4 0 9 8 3 3 1 9 3 3 8 1 3 8 8 split_gain=4.81376 2.54925 1.80028 1.13716 0.859037 1.03334 2.05074 1.35503 1.68694 0.980002 1.49612 0.829924 0.812642 0.693658 0.689331 0.654606 0.665778 1.07894 0.642842 1.23694 2.38401 0.613602 0.601613 0.645851 1.13668 0.690507 0.599406 1.41798 1.33603 4.72675 threshold=6.3166666666666673 16.500000000000004 9.5277777777777803 0.31666666666666671 8.5000000000000018 1350.0000000000002 9.5000000000000018 10.950000000000001 11.633333333333335 9.5000000000000018 3.5000000000000004 0.5634920634920636 0.35416666666666669 2350.0000000000005 1750.0000000000002 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1250.0000000000002 10.050000000000002 9.7638888888888911 0.41428571428571431 1.0000000180025095e-35 3.4142857142857146 3.2111111111111117 1750.0000000000002 1.0000000180025095e-35 3.8166666666666669 3105.0000000000005 2350.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 4 15 6 7 -6 -9 -7 -11 12 22 21 -3 16 17 -4 19 20 -18 -14 23 24 25 -1 -25 -28 29 -29 right_child=1 14 3 -5 5 9 -8 8 -10 10 -12 -13 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31 leaf_value=-0.017535132797584077 -0.0058117209187749357 -0.0031910137264778413 0.022011708363420483 0.052328201976373778 -0.024960131098545755 -0.051263887477894524 -0.010801969627271519 0.11731504307841248 -0.011112683341185606 -0.018577664168087215 0.076443743561838973 0.0055687238620061542 -0.048842458386837741 -0.043291141188563989 0.0033400611081948841 -0.043041738221095249 -0.051213800565887861 -0.037287510818219238 -0.051204586328363402 -0.051227417898104491 0.19807157051428215 -0.0039630842230593205 -0.00068471536268724311 0.005830316201372701 0.044696151666602291 0.02519834838248125 -0.033192143370119456 9.683410748566172e-06 -0.052474177222060353 0.12696285645686675 leaf_weight=2.0448472404387412 112.32993378862076 94.485936502757056 1.8179235336247057 0.57703846212825638 0.4391792668029656 2.270472696265645 8.7201923865691224 0.82896768255159237 0.36974226543679833 22.298569194042731 0.42209178226767008 206.10002941626209 0.80434160709137437 1.3869745384854457 70.58209452637513 5.3147763346926808 0.20187947719387045 1.3270156859841791 2.0872508847621702 0.51641870611456397 0.18270785195636563 14.336040063314584 107.11475053552374 82.086472442930415 2.6885098764398663 1.7580049064126795 3.3232320910478022 25.774862182466059 1.1057011692901131 0.75465459056158479 leaf_count=64 9348 6508 182 15 48 279 1053 33 39 2847 36 6740 59 60 4705 769 25 136 287 73 32 577 5111 3371 62 36 123 1341 51 34 internal_value=-0.000117994 -0.00475562 -0.00925923 -0.0174337 -0.0182939 -0.0144387 -0.00116003 0.0501741 0.0777015 -0.0199424 -0.0168124 0.00323443 0.00125606 -0.00944765 -0.000398366 -0.0301978 -0.0190679 -0.00300976 -0.0359679 -0.000671007 0.0672155 -0.00634733 0.00203658 0.00447508 0.0198122 0.00221995 0.00359438 -0.0023342 0.00137657 0.00362097 internal_weight=774.051 324.772 159.704 47.3742 46.7972 35.3492 10.3581 1.63789 1.19871 24.9911 22.7207 449.278 243.178 16.5274 165.068 11.448 6.1332 3.14494 2.98826 0.901006 0.384587 15.1404 226.651 119.536 6.49136 3.80285 113.045 30.9585 27.6352 26.5295 internal_count=44044 26415 15202 5854 5839 4335 1173 120 72 3162 2883 17629 10889 696 11213 1504 735 318 417 130 57 636 10193 5082 162 100 4920 1549 1426 1375 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=2 0 4 0 8 9 3 8 0 0 8 3 2 2 3 3 9 0 0 3 4 4 8 3 3 3 3 8 8 2 split_gain=4.46021 1.76762 1.99339 1.16659 0.997978 1.1445 0.963986 0.982133 2.45874 1.18255 1.596 1.95939 2.42462 1.55498 1.29755 2.07454 2.30508 2.42237 2.24108 1.5307 1.38669 0.957436 0.941693 0.938046 0.880499 0.871569 0.860836 0.844607 1.18924 0.841633 threshold=0.2678571428571429 1.5000000000000002 4.5000000000000009 2.5000000000000004 1075.0000000000002 1.0000000180025095e-35 9.3541666666666696 2450.0000000000005 3.5000000000000004 5.5000000000000009 1650.0000000000002 5.8944444444444457 0.23611111111111113 0.10555555555555557 8.0500000000000025 7.0500000000000007 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 6.5277777777777786 1.5000000000000002 5.5000000000000009 1550.0000000000002 7.9500000000000011 9.9500000000000011 14.875000000000002 8.8166666666666682 2760.0000000000005 2940.0000000000005 0.18333333333333338 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 25 24 22 7 9 -9 -3 11 -11 13 26 15 19 18 -18 -17 20 -15 -5 -6 -24 -1 -4 -13 -10 -29 -22 right_child=-2 2 3 21 5 -7 -8 8 27 10 -12 12 -14 14 -16 16 17 -19 -20 -21 29 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.055357025137633332 0.0036974874063788084 -0.00017601418493425023 -0.01031506365460347 -0.013455885453411349 -0.01069592039569056 0.0015151783920300116 -0.032863678408781398 -0.054354791896712475 0.066476374684823494 -0.051891613927479464 -0.031957992227307323 -0.040400193607266828 0.12045575219160164 -0.033603301898385687 -0.042592569461962465 -0.051826187790859235 0.22789353386762015 0.064852699048075432 0.097477847398607792 -0.039928605913451792 0.095164367358146817 -0.032613133216687899 0.010241826110360007 -0.0045846635538772905 0.0069037222800995965 0.045154487380453592 0.039214584922168609 -0.019385314339451995 0.045633768067507574 0.012364595054790888 leaf_weight=1.3892824141074971 385.18528189359654 57.276329913940387 33.748943539992069 12.869368495027773 48.097921834818294 127.53529551952329 2.6698845971945948 0.94811940100043912 1.4008348453864412 1.7102074066624506 7.790701343823911 2.5071433042685354 0.44285080778615871 0.60067519148924509 0.85601492212845176 0.62207777085131966 0.32064164841585807 0.78694712371361675 0.42172212561308697 1.4425808905923529 0.70025889996441015 13.22361348823331 13.557673213400106 50.054148857816642 2.883961670454994 0.72334000369664764 0.39270803431281809 1.1838805594452426 1.7324100280457058 0.54636169449986483 leaf_count=102 14678 2904 3147 1051 3654 8956 308 44 66 147 807 255 27 46 96 35 19 54 32 103 26 1943 791 4173 287 79 44 70 60 40 internal_value=-0.000114999 -0.00389558 -0.00826788 -0.0151885 -0.00129363 -0.00172141 -0.00329888 -0.00233252 0.0185545 -0.00377167 -0.0145311 -0.00256945 0.00618068 0.000678223 0.0146296 0.0236318 0.0618096 0.112052 0.0084965 -0.0013343 0.0288046 -0.0231646 -0.00541652 -0.00142467 0.0226565 -0.00915113 -0.0296185 0.0345667 0.019239 0.0588754 internal_weight=773.621 388.436 144.918 60.5653 243.518 239.245 84.3524 81.6825 5.26524 76.4172 19.1409 11.3502 9.63998 9.19713 6.29728 5.44127 2.15139 1.10759 1.0438 3.28988 1.8473 26.093 111.71 63.6118 4.27324 34.4723 2.89985 4.31713 2.91629 1.24662 internal_count=44044 29366 11403 6220 17963 17574 5183 4875 240 4635 1731 924 777 750 451 355 140 73 67 215 112 2994 8618 4964 389 3226 299 196 130 66 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=3 2 4 3 8 8 8 3 1 4 0 0 3 8 3 3 2 3 3 2 8 4 0 0 4 8 8 8 3 3 split_gain=4.04008 1.1875 2.18248 2.01627 1.45315 1.47282 1.27386 1.14671 0.878875 1.23181 1.50936 2.42051 1.22717 1.2258 1.15325 0.961533 1.58549 1.19677 0.868012 0.865326 0.848054 0.988386 1.36736 0.847146 1.35891 1.2409 0.945975 1.19272 1.66517 1.34013 threshold=4.8166666666666673 0.2678571428571429 16.500000000000004 9.5277777777777803 3315.0000000000005 2940.0000000000005 2870.0000000000005 4.9500000000000011 0.18333333333333338 2.5000000000000004 3.5000000000000004 5.5000000000000009 9.6333333333333346 1175.0000000000002 7.6833333333333345 7.0500000000000007 0.31666666666666671 6.7071428571428582 6.0500000000000007 0.38750000000000007 1350.0000000000002 9.5000000000000018 3.5000000000000004 2.5000000000000004 5.5000000000000009 1650.0000000000002 2550.0000000000005 2760.0000000000005 7.9500000000000011 8.3541666666666696 decision_type=2 2 2 2 2 2 2 2 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 23 5 6 7 -3 9 10 -9 -12 18 19 15 17 -17 -13 -10 -11 -5 -22 -23 25 26 -2 -25 -28 -29 -30 right_child=1 4 -4 20 -6 -7 -8 8 12 13 11 14 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 28 29 -31 leaf_value=0.0041592133553889927 -0.0080155025715684166 -0.030881569547407596 -0.00026654844804885943 -0.0067477609947906156 0.088021000414052336 -0.042664473019382324 0.081564420741879584 0.02491207559878568 0.00010628282898276802 0.10030697714986779 -0.025675046018347081 0.014434328905862421 0.074429107707069439 -0.0064817753731940238 -0.050243956838252848 -0.026690588156487484 0.10544554732240148 -0.045902920368387196 -0.018967006672820572 0.0082759356723535304 -0.035390751117596805 -0.017835035285316683 0.071199787335644082 -0.0085084848012222988 -0.031993613340908326 0.0053095673172365403 0.060229148639225155 -0.023916679139616509 0.1068319819446735 0.00069893052754944245 leaf_weight=322.58721321004987 34.632331560500567 2.6023054172457583 164.68538910808309 13.224264280538476 0.48643912660190736 1.8605538713018166 0.50372140086255868 13.522485834773077 19.014232323237671 0.46161587629467493 5.3454389875677206 18.293012406330259 0.48402426225948048 19.682239906354596 0.71790420700017321 0.34019645134549026 0.68237926060464815 0.86048581001705216 8.6918145256580583 0.57180328527101665 9.4279560795798165 21.827324739362044 0.43991488857864069 66.535570381115932 5.8812759981035887 35.260519662084114 1.1032588243851922 2.3361516925651817 0.54133565991651245 0.66013678006129339 leaf_count=11172 2646 164 11213 1592 20 76 14 534 947 18 192 1063 17 875 72 36 43 72 573 28 1329 2847 36 4567 875 2792 57 123 20 31 internal_value=-0.000112579 -0.00317026 -0.00448893 -0.00811307 0.0018252 0.0013774 0.00227028 0.00183265 0.00279278 0.00619139 0.011342 0.00434871 -0.00449844 -0.00369481 0.0120299 0.0142457 0.0614857 0.0117236 -0.0058773 0.0493851 -0.0173837 -0.0218213 -0.0160761 -0.00527925 -0.00889478 -0.00129309 -0.00698613 0.0148396 0.000684177 0.0485183 internal_weight=773.263 450.676 356.555 191.87 94.1207 93.6342 91.7737 91.2699 88.6676 60.4776 39.7619 26.2394 28.1901 20.7157 20.894 20.1761 1.02258 19.1535 27.706 1.03342 44.9195 31.6952 22.2672 146.951 77.0577 69.8929 71.1765 4.64088 3.53762 1.20147 internal_count=44044 32872 28128 16915 4744 4724 4648 4634 4470 2933 2012 1478 1537 921 1286 1214 79 1135 1520 46 5804 4212 2883 11111 5673 5438 4798 231 174 51 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=3 3 3 8 1 4 0 2 3 1 1 3 2 3 4 9 3 8 8 0 0 0 8 8 9 4 4 3 3 9 split_gain=3.65164 1.30144 2.17894 0.883901 1.67703 0.776547 1.17678 0.7601 1.19007 1.057 1.65628 0.791938 1.02216 0.798305 1.37133 3.64415 1.10306 1.13498 4.06314 1.68014 1.24314 0.855189 0.791859 0.858078 1.44284 0.752782 1.88193 1.19877 2.88163 2.37384 threshold=5.5277777777777786 58.500000000000007 9.5277777777777803 1350.0000000000002 0.23611111111111113 9.5000000000000018 3.5000000000000004 0.31666666666666671 5.6833333333333345 0.18333333333333338 0.13392857142857145 6.5277777777777786 0.2678571428571429 9.1055555555555561 8.5000000000000018 1.0000000180025095e-35 9.4142857142857164 1550.0000000000002 1750.0000000000002 4.5000000000000009 5.5000000000000009 3.5000000000000004 2885.0000000000005 2350.0000000000005 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 11.267857142857144 11.633333333333335 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 2 7 4 25 -5 -7 8 -2 10 22 -10 13 -13 16 -16 17 21 -19 -20 -21 -15 23 -9 -25 -4 27 29 -29 -27 right_child=1 -3 3 5 -6 6 -8 9 11 -11 -12 12 -14 14 15 -17 -18 18 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.0032754172919214615 -0.035829128441255145 -0.00023695405226976395 -0.028831641976322948 -0.031848736600979713 0.14247310833100091 -0.016783056853053473 0.063145318562792069 0.0028528858873212316 0.00072306569074227919 -0.0089185855203195805 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0.3569753699703142 0.28548730578040704 leaf_count=14564 181 11132 428 1361 9 2899 36 1302 2480 811 120 6627 223 51 37 34 243 37 72 25 27 61 28 20 34 44 1082 14 39 23 internal_value=-0.000109858 -0.00359914 -0.00614185 -0.0157715 -0.00516479 -0.0202793 -0.0151054 -0.00353138 -0.00554616 0.00200088 0.00731807 -0.00476 -0.00772437 -0.00678599 0.0110841 0.0718359 0.00132134 0.0235537 0.0527245 0.00733436 0.0703783 -0.013413 0.0036116 0.00487829 0.043854 -0.00722501 -0.000817762 0.0478332 0.0940149 0.00899685 internal_weight=772.855 380.581 216.699 46.216 13.7838 32.4322 22.4101 170.483 124.97 45.5127 30.6081 121.808 79.0634 76.9665 5.78029 0.800282 4.98 2.63129 1.47073 1.13281 0.546746 1.16057 27.7864 27.1744 1.34238 13.5941 10.4849 1.67096 0.763298 0.907664 internal_count=44044 29480 18348 5935 1639 4296 2935 12413 10098 2315 1504 9917 7437 7214 587 71 516 273 161 124 52 112 1384 1356 54 1630 1202 120 53 67 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=3 2 0 8 8 4 0 3 8 8 9 8 3 4 8 3 1 2 4 0 0 8 9 8 3 3 8 0 8 3 split_gain=3.35591 0.998614 1.93106 1.2381 1.3365 1.20169 1.62536 1.08943 1.02092 0.88594 0.918231 1.51542 0.846203 0.735673 1.46933 2.07893 0.729939 1.11665 1.10358 1.02547 1.92304 1.11521 1.332 1.90967 1.00574 1.00257 0.984104 0.874923 3.42928 2.16841 threshold=4.8166666666666673 0.2678571428571429 1.5000000000000002 3315.0000000000005 2940.0000000000005 5.5000000000000009 2.5000000000000004 4.9500000000000011 2870.0000000000005 3205.0000000000005 1.0000000180025095e-35 1075.0000000000002 14.875000000000002 8.5000000000000018 1950.0000000000002 11.211111111111112 0.18333333333333338 0.61250000000000016 2.5000000000000004 3.5000000000000004 5.5000000000000009 1450.0000000000002 1.0000000180025095e-35 1350.0000000000002 7.6833333333333345 9.6333333333333346 1175.0000000000002 2.5000000000000004 1850.0000000000002 6.3166666666666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 4 7 -4 12 -3 16 10 11 -2 -7 -8 -15 -16 17 18 19 21 -21 22 -9 -24 -22 -18 -20 -23 -29 -30 right_child=1 3 5 -5 -6 6 13 8 -10 -11 -12 -13 -14 14 15 -17 25 -19 26 20 24 27 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.0037667344613856119 0.037221962169969008 -0.030207643757978932 -0.0059329017817449058 0.07869349679593364 -0.041739519425410737 -0.01081937374019608 -0.038584353965686408 0.017331764216308169 0.071507148577176202 0.061544253455466706 0.0014693561753393897 -0.0057949279614040745 0.043659059612073184 -0.027793847524253956 0.19573007611345739 -0.00095798073026431461 -0.0054220618810144321 0.033016088875859231 0.042883047371705119 -0.024122891993916231 0.012150448334335325 0.027540601008499213 0.031099602531781304 0.12909491951009397 -0.049873512299882378 0.064675246342832185 -0.0082192974500885987 -0.043598089697402004 0.10471335651508476 -0.029613815940538493 leaf_weight=324.28050988822861 2.0891738940697158 2.5428158650458803 91.045919549699605 0.51874879142269392 1.7749294205423201 24.080856462116632 9.1843760082702754 2.9347185247861471 0.54024920525262032 0.55862683989107509 120.7061241337093 102.31671309289177 0.73453884984337392 2.5768541827993228 0.18946899579896115 0.46176842054592271 27.462236823088308 3.5091017684455883 0.99215018956602108 5.1017172295328264 20.113671872338276 3.1234136636649055 1.2652554631931709 0.81892930436879385 0.67554245734754559 0.51975103165022929 18.677226378247724 2.4202687772474296 0.84298627064003973 0.4668062271157396 leaf_count=11172 201 164 6323 20 76 2510 1541 105 14 43 8775 8254 79 321 21 60 1520 101 43 188 1201 133 54 28 72 17 844 106 32 26 internal_value=-0.000107767 -0.00291075 -0.0041289 0.00166141 0.00123531 -0.00902748 -0.0165957 0.00206435 0.00298161 -0.0013445 -0.00150056 -0.00493416 -0.00920681 -0.0313678 -0.0108356 0.0562658 0.00256529 0.00563492 0.00396194 0.00896405 0.00338459 0.0211316 0.0390389 0.0696045 0.010135 -0.00412004 -0.00564163 0.00801777 -0.00832991 0.0568395 internal_weight=772.525 448.245 353.944 94.3005 93.7818 128.274 37.2279 92.0068 89.464 225.671 225.112 104.406 24.8154 12.4125 3.22809 0.651237 88.9238 60.9418 57.4327 37.7633 25.8909 11.8724 5.0189 2.08418 20.7892 27.982 19.6694 6.85347 3.73006 1.30979 internal_count=44044 32872 28128 4744 4724 10855 4532 4648 4484 17273 17230 8455 2589 1943 402 81 4470 2933 2832 1945 1461 484 187 82 1273 1537 887 297 164 58 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=3 3 2 0 4 0 8 8 8 8 8 9 8 3 4 8 3 8 8 8 1 3 2 8 4 0 0 8 9 8 split_gain=3.03239 0.936828 1.15775 1.71936 1.15207 1.55467 1.0184 1.29636 0.870221 0.80633 0.758563 0.832667 1.33456 0.74879 0.71715 1.29465 1.45977 0.704092 0.687151 0.683057 0.654918 1.09412 0.921149 0.893412 0.842504 0.997135 1.77236 1.03155 1.14453 1.55279 threshold=4.8166666666666673 4.9500000000000011 0.2678571428571429 1.5000000000000002 5.5000000000000009 2.5000000000000004 3315.0000000000005 2940.0000000000005 2870.0000000000005 2150.0000000000005 3205.0000000000005 1.0000000180025095e-35 1075.0000000000002 15.833333333333334 8.5000000000000018 1950.0000000000002 11.211111111111112 2675.0000000000005 1175.0000000000002 3315.0000000000005 0.18333333333333338 9.3541666666666696 0.61250000000000016 2450.0000000000005 2.5000000000000004 3.5000000000000004 5.5000000000000009 1450.0000000000002 1.0000000180025095e-35 1350.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 3 10 -5 13 7 8 20 -2 11 12 -3 -6 -7 18 -17 -18 -16 -12 21 22 24 -22 25 27 -27 28 -4 -30 right_child=1 2 6 4 5 14 -8 -9 -10 -11 19 -13 -14 -15 15 16 17 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0035686877602800851 -0.041814147770940592 0.034196940839018447 0.017572636794994476 -0.0055200449211174358 -0.0096276488570231807 -0.038081824078494773 0.070085446336620935 -0.041065153245305616 0.064490644505631162 0.041054700909964159 0.10683896009280236 0.0013940647874459643 -0.0055339939363576746 0.085991355450403928 0.060693999532904497 0.1537495924783609 -0.05102379858777914 0.075225594369825344 -0.034921475084095821 -0.00099325350598858972 -0.0023469103972423647 -0.053022818686939477 0.030647577421409646 -0.054527826959489378 -0.0040461183859452588 -0.023385200866062279 0.0097499787846476831 0.0081574995900413252 0.030456823546722508 0.11710907864306758 leaf_weight=325.14016536126729 2.4293211037652322 2.1584055826758677 2.9183111470046779 90.284910496084649 24.398592071735212 8.8488445089157022 0.55240202083950762 1.7153926524333645 0.56830228603212063 0.33388639904075024 0.30788623401895066 120.859970010567 101.7976117926919 0.20647686556912859 0.20457951782736916 0.22795302153099317 0.27822176200425019 0.18312483932822943 2.3052624310520287 0.28079576557502151 27.036056551792573 0.79329365283774578 3.5891269791447931 0.84595839015673746 19.042031343027638 5.0020949484106749 20.887247984330585 6.8254604640787875 1.2712927242973822 0.87136607617139805 leaf_count=11172 164 201 101 6304 2569 1541 20 76 14 19 21 8775 8254 20 25 21 42 18 296 22 1494 48 101 43 859 188 1265 292 52 27 internal_value=-0.000105304 -0.00277756 -0.00259704 -0.00390074 -0.00855506 -0.016031 0.00240032 0.00199109 0.00281494 -0.0318009 -0.00127963 -0.00142806 -0.00470907 -0.00882525 -0.030747 -0.0104587 0.0502357 -0.000910934 -0.0271278 0.055404 0.00242147 0.00531517 0.0060813 -0.00393011 0.00452947 0.00885225 0.00334791 0.020841 0.0379466 0.0656961 internal_weight=772.164 447.024 444.261 352.343 126.938 36.6531 91.9183 91.3659 89.6505 2.76321 225.405 224.816 103.956 24.6051 12.048 3.19914 0.6893 0.461347 2.50984 0.588682 89.0822 61.2002 60.4069 27.882 56.8178 37.7758 25.8893 11.8864 5.06097 2.14266 internal_count=44044 32872 32689 28109 10836 4532 4580 4560 4484 183 17273 17230 8455 2589 1943 402 81 60 321 43 4470 2933 2885 1537 2784 1925 1453 472 180 79 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=3 4 3 2 3 8 8 0 4 3 9 4 3 3 1 0 3 0 8 8 9 4 1 9 0 3 8 3 8 4 split_gain=2.75505 1.83082 1.48967 1.25383 1.20281 1.07884 0.665219 0.683394 2.02966 1.64016 1.5982 1.10786 0.656114 0.965963 1.24456 1.72876 0.974853 1.0385 1.03712 0.701239 0.688 0.649499 0.787917 1.31758 0.635852 0.905356 0.588467 0.565929 1.1604 0.955067 threshold=6.4142857142857155 16.500000000000004 11.535714285714286 0.64583333333333337 12.267857142857144 2675.0000000000005 1450.0000000000002 2.5000000000000004 10.500000000000002 12.775000000000002 1.0000000180025095e-35 9.5000000000000018 2.3541666666666674 2.2250000000000005 0.23611111111111113 1.5000000000000002 1.6904761904761907 1.5000000000000002 1650.0000000000002 1450.0000000000002 1.0000000180025095e-35 1.5000000000000002 0.2678571428571429 1.0000000180025095e-35 1.5000000000000002 14.875000000000002 1750.0000000000002 11.267857142857144 1250.0000000000002 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 27 -4 6 7 8 11 -10 -11 -6 13 14 15 19 17 -16 -18 20 -1 22 -15 -24 25 -12 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0.23557962598715665 3.3610400270733294 0.91352866726811066 0.18646791903302073 367.51594214759137 1.4358484289814422 20.385800720136082 7.6764924573672024 6.0371869846011332 15.103762485405573 7.0434294791620857 20.497284069170661 3.3557091791303719 2.67471751262201 1.9109462947999416 2.5653534363555082 0.5001632616331334 0.75884245708584785 70.582027337089485 0.65629455848829765 1.388599139573216 0.29646179341943935 leaf_count=123 11711 6508 803 15 20 51 1128 100 30 400 138 20 15364 40 719 151 188 449 198 469 117 52 52 77 64 110 4705 43 172 27 internal_value=-0.000102412 -0.00373783 -0.0077942 -0.00573718 -0.0201224 -0.0127624 -0.0150144 -0.00355489 0.00172945 -0.00557436 -0.0110751 0.114846 0.00235231 0.00609903 0.00447758 0.0115159 -0.000746509 0.00355399 -0.0124144 0.00582078 -0.00685895 0.0220779 0.0313272 0.0209893 0.0223472 0.0371401 -0.000110717 -0.0061111 0.0182399 0.0607348 internal_weight=771.815 311.091 146.856 125.856 20.9996 15.2359 14.8116 6.82697 6.14166 5.76915 5.53357 0.372508 460.724 93.2078 84.6209 36.0507 48.5702 35.4896 13.0806 28.3742 7.87696 8.58687 5.91215 4.4763 2.17253 1.67237 164.235 125.154 2.34136 0.952756 internal_count=44044 26045 14832 11968 2864 2061 2010 882 782 742 712 40 17999 2635 2414 860 1554 1168 386 709 240 221 169 129 312 248 11213 11953 242 70 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=0 split_feature=3 3 2 0 3 4 9 8 8 8 3 8 8 4 8 8 3 2 9 3 0 3 3 8 0 8 8 2 2 0 split_gain=2.5215 0.883798 1.00543 1.52724 1.04686 1.07877 2.69521 2.97957 0.863401 1.20611 0.808809 0.750582 0.748101 0.739788 1.03635 1.77849 1.53112 1.77644 2.4134 2.13389 2.06822 1.60648 1.92006 0.988764 1.81802 2.5983 1.1042 0.93674 0.755958 1.34238 threshold=4.8166666666666673 4.9500000000000011 0.2678571428571429 1.5000000000000002 9.5277777777777803 8.5000000000000018 1.0000000180025095e-35 1750.0000000000002 3315.0000000000005 2940.0000000000005 14.875000000000002 2870.0000000000005 2150.0000000000005 4.5000000000000009 1250.0000000000002 1175.0000000000002 8.0500000000000025 1.0000000180025095e-35 1.0000000180025095e-35 5.7638888888888902 4.5000000000000009 6.2111111111111121 7.3166666666666673 2550.0000000000005 3.5000000000000004 2760.0000000000005 2900.0000000000005 0.10555555555555557 0.13392857142857145 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 3 -3 5 13 7 -7 9 11 -6 -4 -2 14 15 -5 17 18 20 -19 21 -17 -23 -16 -25 -26 -27 -28 -21 -30 right_child=1 2 8 4 10 6 -8 -9 -10 -11 -12 -13 -14 -15 23 16 -18 19 -20 28 -22 22 -24 24 25 26 27 -29 29 -31 leaf_value=0.0032376214215415638 -0.041221956504609733 -0.0011297795090271625 0.002296517186393373 -0.031273670757732873 -0.019973373256755796 0.016696000283079836 -0.051597313604928974 0.21786259438699582 0.062889438577427084 -0.04037625695734106 0.029384669847305811 0.058713873877176449 0.037532309986591655 -0.012266462222003179 -0.008913172725507474 0.092100620664245306 -0.024877296425357492 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55 23 43 124 120 internal_value=-9.95501e-05 -0.00254825 -0.00237435 -0.00359651 -0.00801629 -0.00592786 0.0402734 0.0990293 0.00227622 0.00188928 -0.0180062 0.00266939 -0.0311042 -0.00649048 -0.00336673 0.00772307 0.014849 0.0219715 0.0470108 0.00650996 0.0755961 0.0514058 0.0043354 -0.00687852 0.0171664 0.0333895 0.00876246 0.0291811 0.0210239 0.0268793 internal_weight=771.411 444.934 442.241 350.207 125.443 103.753 1.24826 0.761343 92.0339 91.4501 21.6899 89.7928 2.69316 102.505 66.5264 16.0001 13.5281 11.4714 4.3793 7.09207 2.74894 2.09666 0.972173 50.5263 3.94192 3.20934 2.46939 1.7986 5.54048 5.03445 internal_count=44044 32872 32689 28109 10836 7931 112 60 4580 4560 2905 4484 183 7819 4360 915 762 588 227 361 128 97 52 3445 191 156 121 66 283 244 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 8 8 0 4 3 9 8 0 3 4 4 8 3 8 4 3 3 3 8 0 9 4 8 0 8 split_gain=2.30978 1.75934 1.2922 1.16158 1.11083 0.948222 0.628848 0.643974 1.68837 1.37464 1.47462 0.606175 0.737652 1.61605 1.38322 1.20702 1.17819 1.23607 1.16512 1.66134 3.52003 2.07525 1.32319 0.877691 0.685941 0.711559 1.2795 1.4388 1.33979 0.649584 threshold=6.6125000000000007 16.500000000000004 11.535714285714286 12.267857142857144 0.64583333333333337 2675.0000000000005 1450.0000000000002 2.5000000000000004 10.500000000000002 12.775000000000002 1.0000000180025095e-35 2900.0000000000005 3.5000000000000004 7.7638888888888902 8.5000000000000018 5.5000000000000009 2675.0000000000005 10.950000000000001 1350.0000000000002 3.5000000000000004 6.9500000000000011 7.5277777777777786 6.9500000000000011 1075.0000000000002 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 2150.0000000000005 1.5000000000000002 2050.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 11 6 7 8 -5 -10 -11 12 15 18 23 16 17 -2 19 22 -21 -22 -14 -15 25 -17 -27 28 -28 -20 right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 24 -18 -19 29 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0020831946772903111 0.0022925844281306376 -4.9204649174955767e-05 -0.038960565086555037 0.10000210331423276 0.056160503576263725 0.059532199817452738 -0.024022981239444404 -0.050852026883704687 0.10717210688884522 -0.031987598147735205 0.020922363301058181 0.014784878526423344 -0.034790480080863294 0.054972575278249808 0.061267619897415818 -0.01249572250625427 0.084908554942642003 0.097589846606004838 -0.0064412300735766414 0.20595025091673322 -0.04370902824401738 0.098561180102037807 0.018478015642900938 -0.026742511608370757 -0.026541729809377412 -0.0038736008300396044 0.0060662959672927357 0.14125732205621508 0.14667641057857869 -0.03620052789817424 leaf_weight=471.56884140488535 24.770475731560374 164.05854879805349 5.5038490316070208 0.40860488591715327 0.7214590517223759 0.44815482618287283 7.763984324513018 0.64123054804713309 0.25979551627824538 3.2492683890887974 2.2143024734032224 3.3789007885352467 1.6948576801778497 0.33483981616882985 0.47447493500658211 22.003268011430301 0.45360160013660689 0.34500896294684835 12.908427723659683 0.32927463664964296 0.58703257963293232 0.45498027326539159 3.7345799214817816 17.654540880385866 4.7443260884663436 16.189617815199004 1.5882874382505172 0.28953909952542733 0.18963911553146306 2.1373253771380396 leaf_count=18668 1761 11213 803 40 15 51 1128 100 30 400 312 207 97 41 40 2480 20 21 1099 18 41 26 203 2077 828 1878 210 39 27 171 internal_value=-9.77733e-05 -0.00353138 -0.0077483 -0.0193165 -0.00568695 -0.0121016 -0.0143099 -0.00317598 0.00180959 -0.00520061 -0.010544 -0.00607746 -0.00671319 -0.0121092 -0.022999 -0.00363108 0.00504408 0.00360167 -0.00290558 0.0142693 0.0634433 0.0184113 0.00184968 -0.0252215 -0.00855981 -0.0064408 0.000856545 0.0378967 0.0210642 -0.0106687 internal_weight=771.101 299.532 135.474 20.4892 114.984 14.9853 14.5372 6.7732 6.13197 5.72337 5.46357 114.263 110.884 40.3103 18.4639 70.5738 25.5691 25.1155 21.8465 6.80073 1.37129 1.04201 5.42944 17.9894 45.0047 40.2604 18.2571 2.06747 1.77793 15.0458 internal_count=44044 25376 14163 2864 11299 2061 2010 882 782 742 712 11284 11077 3813 2158 7264 1802 1782 1655 385 85 67 300 2118 5462 4634 2154 276 237 1270 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=3 3 2 0 3 4 9 8 3 8 8 8 4 1 8 4 0 0 8 3 2 3 2 8 3 0 0 8 9 8 split_gain=2.12919 0.83321 0.836374 1.34985 0.932908 0.955715 2.26764 1.98403 0.75327 0.733596 1.12614 0.69515 0.687562 0.675736 0.900292 0.889191 1.05023 1.62141 0.924248 0.916279 0.85726 0.81766 1.15698 1.49973 1.0263 0.7896 1.10521 0.9125 0.774923 0.936213 threshold=4.8166666666666673 4.9500000000000011 0.2678571428571429 1.5000000000000002 9.5277777777777803 8.5000000000000018 1.0000000180025095e-35 1750.0000000000002 14.875000000000002 3315.0000000000005 2940.0000000000005 2150.0000000000005 7.5000000000000009 0.18333333333333338 2450.0000000000005 2.5000000000000004 3.5000000000000004 5.5000000000000009 1175.0000000000002 7.6833333333333345 0.64583333333333337 7.0500000000000007 0.31666666666666671 1350.0000000000002 6.7071428571428582 8.5000000000000018 7.5000000000000009 2150.0000000000005 1.0000000180025095e-35 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 11 3 -3 5 12 7 -7 -6 10 13 -2 -5 15 20 16 -4 -18 -17 21 25 24 -23 -24 -19 26 -15 28 29 -27 right_child=1 2 9 4 8 6 -8 -9 -10 -11 -12 -13 -14 14 -16 18 17 19 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0029600415310642339 -0.040637408810433637 -0.00099508444059325635 0.02037876358971636 -0.0054171527454982132 -0.01903460657589533 0.016329133631047748 -0.051511023638779276 0.1719390718401248 0.028334634294156492 0.056483394703777945 -0.039783025145900798 0.034365512752630452 -0.031818840765048949 0.0025801815727417238 -0.054322711658031181 0.041229231699384604 -0.021458927147902842 0.011564738179669515 -0.0055822714848654722 -0.049500234094742246 -0.033275182208418408 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-0.00749692 -0.00553174 0.0372643 0.0868359 -0.0170702 0.00204235 0.00167753 -0.030429 -0.00607454 0.00241783 -0.00404199 0.00531979 0.00957255 0.0036884 -0.00308636 0.00971768 -0.00243954 0.0115115 0.0537292 0.0873857 0.00919814 0.000127815 0.0050225 -0.0160099 -0.0206878 -0.00216831 internal_weight=770.826 443.132 440.504 348.164 123.969 102.855 1.28822 0.82663 21.1138 92.3405 91.7258 2.62737 101.567 90.1167 27.9343 62.1824 41.2922 26.7347 20.8902 21.5645 27.0716 20.9305 1.08732 0.762589 19.8431 24.9909 19.1749 5.81591 5.50859 2.78886 internal_count=44044 32872 32689 28109 10836 7931 112 60 2905 4580 4560 183 7819 4484 1539 2945 2020 1483 925 1289 1494 1217 79 43 1138 1411 914 497 476 241 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 8 8 0 4 3 9 3 4 8 4 4 4 8 0 3 4 8 8 2 3 3 3 0 9 4 split_gain=1.92515 1.53629 1.20349 1.12016 0.970843 0.836861 0.594808 0.607595 1.43446 1.17054 1.36293 0.568239 1.06182 1.00225 1.53066 0.796564 0.614444 0.607136 0.597264 1.59625 1.08309 1.15427 1.06379 1.38198 2.46719 1.76015 1.21028 0.844087 0.712339 0.800683 threshold=6.6125000000000007 16.500000000000004 11.535714285714286 12.267857142857144 0.64583333333333337 2675.0000000000005 1450.0000000000002 2.5000000000000004 10.500000000000002 12.775000000000002 1.0000000180025095e-35 11.267857142857144 9.5000000000000018 1550.0000000000002 8.5000000000000018 6.5000000000000009 7.5000000000000009 2900.0000000000005 3.5000000000000004 7.7638888888888902 5.5000000000000009 2675.0000000000005 1350.0000000000002 1.0000000180025095e-35 6.9500000000000011 7.5277777777777786 6.9500000000000011 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 11 6 7 8 -5 -10 -11 17 13 14 16 -15 -13 18 20 22 21 -2 23 24 -20 -26 -25 28 -22 -30 right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 12 -14 15 -16 -17 -18 -19 19 -21 27 -23 -24 26 25 -27 -28 -29 29 -31 leaf_value=0.0018900912110692298 0.0027737078049623505 2.758098489542297e-06 -0.038333689783026897 0.088794894274805913 0.051976462043486431 0.054134581776189739 -0.023246090479948189 -0.050796291370162727 0.094434675807274729 -0.031295503561896497 0.019657715378294416 -0.051165141885513035 -0.025007896339431648 0.074045924690055123 0.13411178986135214 -0.050971730791570274 0.079228359924097574 0.014759200678717131 0.164516582028533 -0.022863344460108181 -0.012747409284595293 0.082811044215643115 -0.010123356377728465 -0.033894608864122759 -0.043188812362214023 0.086156415949841775 0.017630786057189006 -0.029877161328575316 -0.002844035555582079 0.031045868545312216 leaf_weight=472.7858297070008 25.035088503179761 163.91189873683234 5.2608803460504445 0.44082169095053902 0.73686592802641726 0.47072303900495249 7.5578463181203404 0.60047895836669329 0.28219738432380825 3.144051680315556 2.2527915827377001 0.22441589285153829 0.86238524325744936 0.19579703155977768 0.5140336980111897 0.3648194067636723 0.15122849670433425 3.3774691244216219 0.39031743136001296 17.608528879772017 20.714529628814518 0.45871912129223247 14.850555013873132 1.6323966020244141 0.56144907728025806 0.49483039090409875 3.7758283184857646 4.2794938033578012 15.632171103981989 1.9615457381378298 leaf_count=18668 1776 11213 803 40 15 51 1128 100 30 400 312 33 96 16 19 59 19 205 18 2117 2393 19 1270 97 41 26 203 790 1834 253 internal_value=-9.32499e-05 -0.00324258 -0.00721734 -0.0185258 -0.00522933 -0.0114604 -0.0136229 -0.00280047 0.00190886 -0.00483545 -0.0100262 -0.00560208 0.0189275 0.0450528 0.0780477 -0.00730893 0.00132922 -0.0061142 -0.00677065 -0.0116775 -0.00393718 0.00421385 -0.00260294 0.0136896 0.0570983 0.017405 0.00207857 -0.00881653 -0.00646381 0.000934393 internal_weight=770.53 297.744 133.832 20.0098 113.822 14.7489 14.2782 6.72034 6.11986 5.67904 5.39684 113.086 2.31268 1.45029 0.889678 0.560616 0.375644 110.773 107.395 39.3139 68.0815 25.4938 21.7054 6.85482 1.4466 1.05628 5.40822 42.5877 38.3082 17.5937 internal_count=44044 25376 14163 2864 11299 2061 2010 882 782 742 712 11284 242 146 71 75 52 11042 10837 3772 7065 1795 1655 385 85 67 300 5270 4480 2087 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=3 3 2 0 4 4 8 0 9 8 3 3 4 8 8 8 8 8 0 8 3 3 0 8 4 3 4 8 0 8 split_gain=1.79786 0.78451 0.69201 1.20229 1.9979 0.738546 1.07694 1.28316 0.722206 0.808261 0.733139 3.89603 2.73522 0.647233 0.637267 0.627323 1.05157 0.624186 1.10566 1.40434 1.04963 1.20203 0.69074 0.618762 0.615474 1.01826 0.711686 0.604608 0.764839 0.598291 threshold=4.8166666666666673 4.9500000000000011 0.2678571428571429 2.5000000000000004 5.5000000000000009 8.5000000000000018 1950.0000000000002 3.5000000000000004 1.0000000180025095e-35 1950.0000000000002 8.4142857142857164 8.9500000000000011 6.5000000000000009 2150.0000000000005 1175.0000000000002 3315.0000000000005 2940.0000000000005 2550.0000000000005 3.5000000000000004 2760.0000000000005 7.9500000000000011 8.2678571428571441 4.5000000000000009 2870.0000000000005 8.5000000000000018 9.4142857142857164 7.5000000000000009 1075.0000000000002 1.5000000000000002 2450.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 3 8 17 -6 14 -8 27 10 -10 12 -12 -2 -7 16 23 -5 -19 22 -21 -22 -20 -4 25 26 -13 28 -3 -11 right_child=1 2 15 4 5 6 7 -9 9 29 11 24 -14 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0027079323585093868 -0.040047146088404095 0.033393227117711803 0.0018381625231866502 -0.0065554271565852352 -0.036372216366181147 0.059755468051693163 -0.011950625861844602 0.12330640588913416 -0.01025441275343999 0.0090092200347402195 0.037289047979149607 0.054280176961893904 0.26639969465006147 0.031564372778030106 -0.032650332529461201 0.051022466176399751 -0.039187468388985423 -0.038858165386785326 0.12205084650673373 -0.016445494055612919 0.10721055525629149 0.0012924572905959868 0.037138784695411625 0.051739160286492031 0.00060532667890484315 -0.051377169599762601 -0.051612385511589635 -0.0046790615945278106 -0.024648671223864067 -0.016158950148731671 leaf_weight=328.80682783385834 2.1952294004850041 2.1756169042871245 89.764261872216764 66.179678937975979 7.8592368199060143 0.20552079027402292 0.40653303624458192 0.30834642624904518 18.46565169750653 35.261208407676889 0.30332899686527426 0.50651396019384209 0.22832795092836022 0.36848989926096454 2.0244303534688299 0.64344700379297037 1.5625321224506468 0.8720832634717216 0.43914486095309291 1.8724824435048506 0.45607090537669115 0.64910350272111828 0.52683877611241314 0.62554879736853664 79.598740219712795 1.4121346735264522 0.2310500000603497 123.00651773814576 0.7679152563214301 2.5307621729152734 leaf_count=11172 164 201 4470 4919 1541 25 55 26 1354 2635 34 49 24 19 296 20 76 44 17 104 13 33 29 14 5915 187 24 10244 90 250 internal_value=-9.10458e-05 -0.00217583 -0.00201474 -0.0030414 -0.00833907 -0.0283701 -0.00701384 0.0463893 -0.00140297 0.00108826 -0.00125084 0.000769782 0.135684 -0.0297542 -0.0241339 0.00182476 0.0014805 -0.00529075 0.012089 0.0233553 0.00636093 0.0450015 0.0757406 0.00218351 -0.000107643 -0.0265074 0.0211082 -0.00414317 0.0182511 0.00732382 internal_weight=770.254 441.447 438.883 346.287 81.7995 10.8041 2.94483 0.714879 264.488 138.538 100.746 82.2801 0.531657 2.56372 2.22995 92.5958 91.9523 70.9954 4.81572 3.94364 2.97766 1.10517 0.965984 90.3898 81.7484 2.1497 0.737564 125.95 2.94353 37.792 internal_count=44044 32872 32689 28109 7102 1943 402 81 21007 10472 7587 6233 58 183 321 4580 4560 5159 240 196 150 46 46 4484 6175 260 73 10535 291 2885 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=4 1 0 8 8 8 8 3 3 3 0 8 0 2 8 3 1 8 1 3 1 3 8 3 3 8 8 0 3 3 split_gain=1.67501 2.00845 1.2277 1.17112 1.94573 1.76519 1.41759 1.3515 1.72634 1.21452 0.826242 0.816046 1.1178 0.803313 1.72394 1.85087 1.49204 2.16491 1.90454 1.1079 2.05227 1.52874 0.877515 0.782017 1.3713 1.50369 1.73327 0.87803 1.29033 1.21252 threshold=2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 2760.0000000000005 2150.0000000000005 2885.0000000000005 3155.0000000000005 5.7071428571428582 6.2678571428571432 4.6125000000000007 2.5000000000000004 3185.0000000000005 3.5000000000000004 0.73214285714285732 1850.0000000000002 2.2250000000000005 0.35416666666666669 2450.0000000000005 0.21111111111111114 3.0500000000000003 0.29285714285714287 3.2678571428571432 1350.0000000000002 2.3541666666666674 2.2250000000000005 1250.0000000000002 1650.0000000000002 4.5000000000000009 1.6904761904761907 2.0500000000000003 decision_type=2 2 2 2 2 2 2 2 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 -1 9 -7 10 -9 -5 -6 13 -13 -3 19 -16 17 18 -17 23 21 -21 -23 24 27 -26 -27 28 -15 -29 right_child=2 11 -4 5 7 6 -8 8 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 20 -22 22 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.0077567759803323644 -0.0019839470509089804 -0.0024445089307159932 -0.027666193112527767 0.11238750710023304 -0.00027460835061489212 -0.011680490392667105 0.05946864399767951 0.11546724527835767 -0.0064996273692528393 0.02206158097757286 -0.033894751498378325 0.014318699648067597 -0.052780960913836827 0.00010142531993859225 0.0086320738498432675 0.11919350263200662 0.084899599556013464 -0.060223345509352426 0.013771672686627072 0.03808976578139104 0.058087447826827426 0.014852790468403061 -0.046210660208806403 -0.017074433603348527 0.096393380928928074 -0.048079795007509279 0.051150265250018645 0.045636954007016527 -0.024162721042218251 -0.017403801285474273 leaf_weight=129.36729922136053 404.3373947599971 143.83257987150782 4.707514290015296 0.90861963853239902 2.7030842362237291 2.2513426079094647 1.0160400130553169 0.41669725404199087 0.95511741278460249 0.63031831417174544 5.6414421277137308 0.98145667370408718 1.6884531784307908 26.0399507860146 13.11793280591664 0.64202443782960417 1.5953735990256062 0.59531439987131296 1.2876779460439136 1.5267667903135578 2.213377678941697 0.90211584138592149 1.6915387322533204 8.1772036800292636 0.72321404850663329 0.73620190979477218 1.0940265702083705 2.0498609900459988 6.9392227167190859 1.214777265357043 leaf_count=4248 28908 7378 684 15 77 61 21 19 60 40 176 33 65 863 367 25 35 18 52 45 59 40 74 293 19 33 23 64 208 41 internal_value=-8.88838e-05 0.00239371 -0.00227951 0.00697458 0.00613604 0.0312399 0.0104444 -0.0154431 0.0305486 0.0753918 -0.023004 -0.000643116 -0.0281152 -0.000300975 0.00406933 0.0178143 0.0470473 0.0231313 0.0488462 -0.000375383 0.0192547 -0.00160517 -0.0249718 -0.00302221 -6.04518e-05 0.0353548 0.0112354 -0.00255552 -0.00500405 0.0221794 internal_weight=769.984 360.939 409.045 143.89 139.084 4.80632 3.26738 9.71634 1.37181 1.53894 8.34453 217.049 2.66991 214.379 70.5466 17.2383 4.12039 2.52502 1.9297 53.3083 6.3338 4.12042 2.59365 46.9745 38.7973 2.55344 1.83023 36.2438 32.9792 3.26464 internal_count=44044 14452 29592 4717 4580 137 82 332 79 55 253 9735 98 9637 2259 497 130 95 77 1762 218 159 114 1544 1251 75 56 1176 1071 105 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=3 0 3 3 1 8 8 8 3 3 3 8 8 3 3 8 1 8 9 3 0 4 3 8 3 2 0 8 3 1 split_gain=1.52282 0.742251 1.49271 1.12389 0.687308 1.22868 2.58843 1.20538 1.79943 0.904216 1.13844 1.00487 1.16808 1.21136 1.04006 1.00151 0.852958 2.06572 0.834716 2.8974 0.793544 0.765111 1.43612 1.82636 1.61855 1.3151 1.12476 1.03091 1.31538 1.28382 threshold=5.5277777777777786 1.0000000180025095e-35 11.535714285714286 12.267857142857144 0.11805555555555557 2760.0000000000005 2450.0000000000005 2885.0000000000005 3.3541666666666674 4.7638888888888902 4.9500000000000011 1750.0000000000002 1850.0000000000002 5.2678571428571432 5.1055555555555561 2450.0000000000005 0.2678571428571429 2050.0000000000005 1.0000000180025095e-35 5.3166666666666673 6.5000000000000009 2.5000000000000004 5.2678571428571432 2050.0000000000005 5.2111111111111121 0.58571428571428574 4.5000000000000009 1550.0000000000002 2.2678571428571432 0.10555555555555557 decision_type=2 2 2 2 2 2 2 2 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 -4 5 6 21 8 -7 -6 -11 -12 14 15 -13 16 17 -14 20 -20 -16 22 24 25 27 -24 -23 29 -29 -1 right_child=1 2 3 -5 9 7 -8 -9 -10 10 11 12 13 -15 18 -17 -18 -19 19 -21 -22 26 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.013309520408450438 0.00013909336158802476 -0.0029754189813804136 -0.037715975028759376 -0.010488578829280783 0.00094278548670731304 0.12374657988406201 -0.039240537829578578 0.011678713824476614 0.022547191004514175 -0.04015875006711081 -0.015944573192399204 -0.014546393615885948 0.0027822227563286664 -0.048807888349394653 0.053117947855735141 -0.038388820555859571 -0.015801539519874078 0.15580611792842966 0.18973083776067998 -0.0051507289046812971 -0.020065658225244042 0.0017038892099260365 0.028066860851361404 -0.054707381104382481 -0.055125273759606588 0.105979553002335 -0.023599774693832606 0.01205442242793547 -0.0021106451002833298 -0.057348551284746065 leaf_weight=39.231371031103535 162.8097730026328 188.11804195539597 5.0390074629662847 15.292304242713753 148.77027897939399 0.67734945937991042 3.538045706941829 5.0824587771203369 1.2496551676304077 2.784402870643123 9.6135686510450871 0.92949604474620118 0.54327242554745747 1.3202191264551144 1.0611211469731645 0.66277804162154996 0.50995946824716043 0.37125584088323649 0.37621717858218051 0.38683054582725163 0.56905202262714727 89.671636352790415 6.4847101648398384 0.62325530384146066 1.1066766493528337 0.59096093010157336 4.6178550948875445 23.670072594602303 53.279792294651799 0.65357555472883078 leaf_count=1223 11132 15403 803 2142 5352 10 134 140 42 195 494 62 45 76 38 28 28 18 21 23 27 3668 304 23 48 14 190 516 1811 34 internal_value=-8.67164e-05 -0.00239059 -0.00436641 -0.0172367 0.00206034 0.00383293 0.00318637 0.0244459 0.0581192 -0.000372928 -0.010606 -0.0055712 0.00924635 -0.011323 0.0303405 0.0123866 0.036011 0.0649028 0.047774 0.0909347 0.0275714 0.0038689 0.0064237 0.0273465 0.00505791 0.0345741 0.000464635 0.00562798 0.00224658 0.0121517 internal_weight=769.635 371.259 208.449 20.3313 398.376 230.477 223.468 7.00946 1.927 167.898 19.1282 16.3438 6.7302 3.40748 3.32272 2.08727 1.42449 0.914528 2.39322 0.763048 1.63017 219.93 125.64 7.69893 117.941 7.07567 94.2895 116.835 76.9499 39.8849 internal_count=44044 29480 18348 2945 14564 8157 7965 192 52 6407 1055 860 366 195 171 119 91 63 109 44 65 7831 3973 341 3632 318 3858 3584 2327 1257 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 8 8 0 4 3 9 0 3 8 3 4 8 4 8 8 0 3 8 4 8 0 4 3 8 3 split_gain=1.40693 1.24835 1.04862 1.0377 0.847546 0.714649 0.56782 0.572206 1.21662 0.998623 1.26687 0.528811 0.719398 0.531917 0.525338 0.958907 0.883484 0.566592 0.92008 0.542866 0.535028 1.46631 1.01631 0.962265 0.976193 0.732209 0.729137 0.835774 3.65403 0.757836 threshold=6.6125000000000007 16.500000000000004 11.535714285714286 12.267857142857144 0.64583333333333337 2675.0000000000005 1450.0000000000002 2.5000000000000004 10.500000000000002 12.775000000000002 1.0000000180025095e-35 1.5000000000000002 14.875000000000002 1350.0000000000002 11.267857142857144 9.5000000000000018 1850.0000000000002 8.5000000000000018 1350.0000000000002 2900.0000000000005 3.5000000000000004 7.7638888888888902 1850.0000000000002 5.5000000000000009 2675.0000000000005 2.5000000000000004 3.5000000000000004 10.267857142857144 1750.0000000000002 9.4142857142857164 decision_type=2 2 2 2 2 2 2 2 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 -4 14 6 7 8 -5 -10 -11 12 -12 -14 19 16 17 18 -16 20 23 22 -22 24 26 -25 -2 29 -29 -28 right_child=1 -3 3 5 -6 -7 -8 -9 9 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=0.0016018297658188596 -0.005808472272016578 0.00012000725637747659 -0.037177773269855413 0.079663202167518765 0.048350894394733633 0.048462897673076842 -0.022183362092490794 -0.050730274147093329 0.084250036669343734 -0.030349173315652473 0.059837000564260591 -0.026721339186989101 -0.035288737326198562 0.051023150999868129 -0.051190794271858721 -0.024124163659011089 -0.051202140777751572 0.090366865504509897 0.075364530342982794 0.014264447532106024 0.002870171245227331 -0.021747315197208954 -0.025942478969367789 -0.0058846087555875851 0.074477963595416877 -0.028371330517456186 0.011951605508636881 -0.051316464758147141 0.20832333881429943 -0.037494410929072547 leaf_weight=474.23506481973595 12.207626304817117 163.57642235961376 4.8608995184426105 0.47102034976705542 0.75139624733674182 0.4968605078756817 7.2922597218583007 0.55091315989284328 0.30305084194696963 3.0101334324376126 1.0011595236283031 0.49246512923855323 0.49732527206651855 0.27844050992280245 0.24422183760907434 0.83587997252107005 0.21331732836551953 0.66879555745981634 0.348633615140443 3.3903180089655498 17.7887553236386 16.978400764626357 3.6965525888417679 37.839908303024821 0.48597938008606334 4.0030912439256872 11.384343075664157 0.28540951549075622 0.25801042111402239 0.83151253726464425 leaf_count=18668 689 11213 803 40 15 51 1128 100 30 400 138 64 75 35 33 96 31 37 45 205 1319 2117 336 4480 19 790 941 34 17 95 internal_value=-8.47648e-05 -0.0027957 -0.00642354 -0.0172037 -0.00457377 -0.0104582 -0.0125649 -0.00194473 0.00249504 -0.00401589 -0.00908246 0.0191258 0.0318321 -0.00430938 -0.00493056 0.0186609 0.0429076 0.0588195 0.0232311 -0.00543002 -0.00606136 -0.0107654 -0.00208705 -0.00337274 0.00429321 -0.0080359 0.00292707 0.0112849 0.071958 0.0085859 internal_weight=769.278 295.043 131.467 19.2545 112.212 14.3936 13.8968 6.60451 6.0536 5.58257 5.27952 2.26939 1.77693 0.775766 111.461 2.31085 1.47497 1.26165 0.592855 109.15 105.76 38.4637 21.4853 67.2959 25.4529 41.843 24.9669 12.7593 0.54342 12.2159 internal_count=44044 25376 14163 2864 11299 2061 2010 882 782 742 712 312 248 110 11284 242 146 115 78 11042 10837 3772 1655 7065 1795 5270 1776 1087 51 1036 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=4 1 0 8 8 0 3 3 3 0 0 3 3 3 3 3 2 2 0 3 2 3 3 2 3 8 0 3 8 3 split_gain=1.32411 1.64735 1.10783 0.95261 0.811271 1.54808 1.40385 1.5459 2.52848 1.35883 0.803594 1.48513 2.29617 1.4631 3.18459 1.57887 2.00937 0.89334 1.43848 0.783688 0.75333 1.00078 0.969948 1.63925 1.16958 0.752516 1.05877 0.705173 0.688494 0.794247 threshold=2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 3155.0000000000005 1850.0000000000002 3.5000000000000004 2.5277777777777781 5.354166666666667 5.5277777777777786 4.5000000000000009 6.5000000000000009 3.8452380952380958 4.154761904761906 6.154761904761906 7.354166666666667 7.0500000000000007 0.23611111111111113 0.43650793650793657 8.5000000000000018 8.7638888888888911 0.21111111111111114 5.6833333333333345 5.4142857142857155 0.31666666666666671 5.0500000000000007 3185.0000000000005 3.5000000000000004 6.4142857142857155 1750.0000000000002 4.3166666666666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 28 4 10 -6 -7 -8 -9 -10 -1 -12 -13 17 15 16 -15 20 -19 -16 21 -14 23 24 -22 -3 -27 -18 -2 -30 right_child=2 25 -4 -5 5 6 7 8 9 -11 11 12 13 14 19 -17 27 18 -20 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0065044189727585591 -0.0036128073235207336 -0.00031567672692639557 -0.029630586107161839 0.053429871836768728 0.00750779083746654 0.070413135378457239 -0.030151924168388688 0.10812965881775838 0.054642831546069595 -0.029599057546839565 -0.042384293786601628 0.098922614787371285 -0.051847476178798806 -0.00030028459383357997 -0.039877396442125124 0.17543921002418134 0.15328177335449647 0.10585122399609231 -0.001623974155996371 0.074961238031068203 -0.010574180848283763 0.087308371016984951 -0.043431702500358535 -0.028363757452948529 0.10753807635268109 0.013330187484020921 -0.052224601085750791 0.06328024717098972 0.008865603922517909 -0.00080269443566138724 leaf_weight=101.92024545501971 227.07560309602127 214.25161807561642 3.6057156839642621 1.0617298174183805 19.38354188069582 0.45866415230557223 8.3081363084896207 0.55177942143200143 0.62811820866772938 2.012085912153907 0.85347645198271394 0.9818999965536922 0.18619178797416491 0.70861018227333283 0.93224928911513394 0.38315091694494174 0.48432509328995366 0.50694793014099537 0.80684944357835775 0.17672436639986699 0.3504471857777397 0.42213133805398684 1.7011856691351566 1.3135812036175591 0.52148455246060621 0.9936310257762665 1.620372008444974 0.39525004972529132 24.699765678430964 151.73732302683638 leaf_count=2933 16533 9637 594 21 513 10 286 24 39 164 41 26 44 62 107 26 25 23 47 29 21 62 90 66 31 33 65 27 911 11554 internal_value=-8.26694e-05 0.00211781 -0.00203882 0.00624257 0.00589462 -0.00122048 -0.0153678 -0.018789 0.0107864 -0.00955748 0.00787433 0.0208932 0.0263644 0.0183495 0.0462059 0.084337 0.0623586 0.00357784 0.0398469 -0.0215769 -0.00702282 0.0447164 -0.0151207 0.0069163 0.0600663 -0.000641006 -0.027306 0.112838 -0.00179226 0.000550789 internal_weight=769.033 361.914 407.118 145.049 143.987 31.3423 11.9588 11.5001 3.19198 2.6402 112.645 10.7245 9.87103 8.88913 3.08031 1.97134 1.58819 5.80882 1.3138 1.10897 4.49502 0.608323 3.8867 2.18551 0.871932 216.866 2.614 0.879575 403.513 176.437 internal_count=44044 14452 29592 4717 4696 1036 523 513 227 203 3660 727 686 660 276 140 114 384 70 136 314 106 208 118 52 9735 98 52 28998 12465 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=0 split_feature=4 1 0 8 8 8 3 3 8 3 2 0 0 3 3 0 2 2 8 0 8 2 3 2 9 0 3 3 3 3 split_gain=1.19272 1.47436 1.03812 0.8918 1.56008 1.37934 1.21165 1.36393 1.08664 0.87593 0.757925 0.738689 0.712867 1.4079 1.91204 0.961938 1.54185 1.21485 1.95506 0.865084 0.999083 3.21365 2.90892 1.69317 1.56782 1.29136 1.14552 1.34296 0.816118 0.953757 threshold=2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 2760.0000000000005 2150.0000000000005 2885.0000000000005 5.7071428571428582 6.2678571428571432 3155.0000000000005 4.6125000000000007 0.23611111111111113 2.5000000000000004 6.5000000000000009 3.8452380952380958 4.154761904761906 8.5000000000000018 0.47222222222222227 0.2678571428571429 1650.0000000000002 3.5000000000000004 1750.0000000000002 0.23611111111111113 4.9500000000000011 0.81666666666666676 1.0000000180025095e-35 5.5000000000000009 5.9500000000000011 7.154761904761906 5.3166666666666673 5.6125000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 12 9 11 -8 -7 -5 -4 -6 19 -14 -15 16 17 -16 -19 28 22 24 23 -21 -22 -24 -27 -28 -1 -30 right_child=2 -3 10 5 6 8 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 -20 20 21 -23 25 -25 -26 26 27 -29 29 -31 leaf_value=0.0063486375126276381 -0.0016753057270120547 -0.00060964872507893988 -0.033418058175327357 0.094155511991161123 -0.00048442720161304289 -0.01162172314694053 0.099272521369334871 -0.0058988893255396318 0.049100637541167343 0.01929824099790628 0.031505964421472028 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7.3584848967584549 leaf_count=1816 28908 9735 648 15 77 61 19 60 21 40 36 176 58 28 48 580 27 36 42 331 33 405 313 29 27 35 30 21 87 302 internal_value=-8.10259e-05 0.00200447 -0.00194084 0.0058952 0.00515951 0.0267035 -0.0143938 0.0285809 0.00830467 0.064389 -0.0259919 -0.0218046 0.00657752 0.0181354 0.0236634 0.0168869 0.0385735 0.0227365 0.00532127 0.00540184 -0.000953412 -0.0115823 0.00540915 0.0200604 0.0734286 -0.016075 0.0180174 -0.0129264 0.00826045 0.0212575 internal_weight=768.776 362.4 406.376 145.639 140.665 4.97332 9.5113 1.39894 3.34179 1.63153 4.43762 8.11236 131.154 12.1093 10.9573 9.91379 3.3734 2.76622 2.16748 119.045 36.9338 13.8301 23.1036 13.7362 1.02899 9.36746 2.14238 1.24825 82.111 10.5294 internal_count=44044 14452 29592 4717 4580 137 332 79 82 55 684 253 4248 819 761 733 153 126 78 3429 1224 465 759 360 60 399 86 51 2205 389 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=31 num_cat=0 split_feature=3 3 8 8 2 0 8 8 8 0 2 0 3 2 2 0 4 8 4 8 3 4 9 8 3 3 4 8 4 3 split_gain=1.10985 0.706522 0.645929 0.580638 0.953429 0.966792 0.546763 0.897546 1.12382 1.07773 1.19184 0.641128 0.541812 0.471047 0.45622 1.04795 1.72628 0.943377 0.742684 1.02509 1.01646 1.59376 0.669223 0.728669 0.677723 3.06947 1.64185 0.584497 0.565137 0.979707 threshold=4.8166666666666673 4.9500000000000011 2150.0000000000005 3295.0000000000005 0.23611111111111113 1.5000000000000002 3205.0000000000005 2760.0000000000005 2985.0000000000005 5.5000000000000009 0.95000000000000007 2.5000000000000004 3.3541666666666674 0.70714285714285718 0.2678571428571429 2.5000000000000004 5.5000000000000009 2940.0000000000005 8.5000000000000018 1950.0000000000002 13.267857142857144 9.5000000000000018 1.0000000180025095e-35 1950.0000000000002 8.4142857142857164 8.9500000000000011 6.5000000000000009 1175.0000000000002 8.5000000000000018 9.4142857142857164 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 13 5 -5 7 -1 -9 10 12 -8 -10 14 15 22 -17 -16 -18 27 21 -21 -3 24 -24 26 -26 -20 29 -27 right_child=1 3 -4 4 -6 -7 11 8 9 -11 -12 -13 -14 -15 17 16 18 -19 19 20 -22 -23 23 -25 25 28 -28 -29 -30 -31 leaf_value=0.0018412786940234247 -0.039183294663482943 -0.0036210416319974038 0.033137273374312819 0.053296982709910748 0.069341110721338556 -0.05344568536362624 0.0083991229493399558 0.041963468365727362 0.050513542757352148 -0.048008853020065641 -0.023592309359768367 -0.045778816657434426 0.0098056699774223266 -0.056006524453767137 0.0021343438364448569 -0.0046985879546888563 -0.03521496336810765 -0.038181277046611846 0.056308580776434025 0.0043794893977548354 -0.051527382769438947 0.18063724260107525 -0.0095241673415593538 0.0073614054220566983 0.034421652338986593 0.020399333615596649 0.19979337029683383 -0.03133631323576113 0.0009908411299757898 -0.051295358541376596 leaf_weight=320.0483518901421 2.0895189522507276 123.88008494535308 0.36227547395662885 0.37221711594611295 0.75528671086067334 0.49320753058418632 0.95530167315155212 3.1508261002018099 1.6710714991786519 0.82868234974375798 1.4706113832071421 1.2746771252714095 1.6000520624220369 0.39882939288213393 90.303998947874845 69.605946086315271 7.3011944175537149 1.4747340424437414 0.2115068376297139 0.28640954641741689 0.19133910882555938 0.23225523501241696 18.177267290186506 37.759758171376063 0.3131053703436909 0.74452191800810341 0.28827884793281555 1.8905858061745275 79.059128241734612 1.3236351080704478 leaf_count=10888 164 10499 19 27 24 25 31 75 28 43 34 36 37 19 4465 5145 1539 74 25 29 23 27 1354 2885 34 73 24 296 5915 187 internal_value=-7.93638e-05 -0.00173206 -0.0284973 -0.00158123 0.0282905 -0.00753591 0.00210517 0.00227253 0.0180985 0.00459968 0.0137937 -0.0225695 0.0306015 -0.00169292 -0.0016429 -0.00248452 -0.00750316 0.00148654 -0.026806 -0.00497325 0.0469703 0.0833067 -0.000954835 0.00144438 -0.000791976 0.00115015 0.113694 -0.0225177 0.00031588 -0.0254858 internal_weight=768.515 437.515 2.45179 435.063 1.62071 0.865425 331 328.77 8.72124 5.57042 4.74173 2.22998 3.27112 433.443 433.044 341.265 79.7192 91.7787 10.1133 2.8121 0.710004 0.518665 261.546 137.666 99.9059 81.7287 0.601384 2.10209 81.1273 2.06816 internal_count=44044 32872 183 32689 76 52 11172 11105 217 142 99 67 65 32613 32594 28055 7084 4539 1939 400 79 56 20971 10472 7587 6233 58 321 6175 260 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 8 8 0 4 9 3 8 3 0 4 3 3 4 0 2 3 3 3 8 3 0 8 8 2 8 split_gain=1.02826 1.09397 0.985675 1.00331 0.727605 0.630252 0.540343 0.535165 1.03001 0.885982 1.16007 0.496659 1.14699 0.800435 1.39792 1.53889 0.972354 0.901737 0.733673 0.686942 1.48792 1.42289 1.90035 1.00151 2.00996 1.05855 0.849976 0.639133 0.62787 0.797159 threshold=6.6125000000000007 16.500000000000004 11.535714285714286 12.267857142857144 0.64583333333333337 2675.0000000000005 1450.0000000000002 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 12.775000000000002 1250.0000000000002 11.267857142857144 3.5000000000000004 5.5000000000000009 10.950000000000001 8.2678571428571441 8.5000000000000018 2.5000000000000004 0.31666666666666671 6.9500000000000011 7.2111111111111121 7.1055555555555561 2550.0000000000005 7.9500000000000011 4.5000000000000009 2050.0000000000005 3155.0000000000005 0.11805555555555557 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 11 6 7 8 -5 10 -10 12 -2 14 15 -13 19 27 -16 23 -21 22 -22 26 25 -25 28 -18 29 -15 right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 13 -14 16 18 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0013578531857023053 -0.00066170493393393186 0.00031809333669665431 -0.036535347383840788 0.071188552967903829 0.044505541473418515 0.044364332184307589 -0.021391291728015172 -0.050676622857302026 0.090282370011641841 0.019207966182473557 -0.029505579170261084 0.0064200372183473783 0.053685974846147511 -0.042830390029273135 -0.0064725694199938184 0.12191428122300801 -0.032570421640219241 0.062418220846179963 -0.032050432178668063 -0.039719791885327184 0.033230661932056642 0.0059746874272535938 0.2066949368879587 0.042262535033026689 0.096620591695257621 -0.050266691874490246 -0.050845297852915632 0.065968448502928184 -0.0016393383353310535 -0.007125076541314744 leaf_weight=475.51413749179665 28.248485652948634 163.01561683273454 4.6610189291353405 0.50292683904990187 0.76654498051539022 0.51759983319789249 7.1057242101359464 0.50962005239853159 0.21725838165730271 2.4111825754007441 2.8996383239089596 18.411638537209111 1.0053710704378307 2.7736415962067458 30.699961306376053 0.29301071315285199 7.8984556213300614 0.2697366058710039 3.0853481427226574 0.75536962955538856 0.40039132880519879 0.94360842873948059 0.26068859175757098 0.52307584369555005 0.63135599021188671 0.75558912340784445 1.4750280104562978 0.16805820213630784 7.9730240125666114 3.5820566160159615 leaf_count=18668 2579 11213 803 40 15 51 1128 100 17 325 400 1314 70 289 3682 14 1149 28 642 59 34 64 17 24 21 65 144 5 697 387 internal_value=-7.74308e-05 -0.00240868 -0.00583466 -0.0164133 -0.0040393 -0.00979161 -0.0118457 -0.00147542 0.00268208 -0.00355042 -0.0211559 -0.00437712 0.00120607 -0.00639602 -0.00273707 0.00822927 -0.0131562 -0.0275103 -0.0088084 -0.00719528 0.0181449 0.0453833 0.101634 -0.0105714 0.0236267 -0.0124149 -0.0147046 -0.0305175 -0.0109842 -0.022707 internal_weight=768.275 292.761 129.745 18.825 110.92 14.164 13.6464 6.54063 6.03101 5.52808 3.1169 110.154 29.2539 80.9 52.49 18.7046 28.4101 8.33625 33.7853 20.0738 2.36006 1.60469 0.66108 17.7138 1.91002 1.27866 15.8038 8.06651 14.3287 6.3557 internal_count=44044 25376 14163 2864 11299 2061 2010 882 782 742 417 11284 2649 8635 5652 1328 2983 1182 4324 1801 174 115 51 1627 110 89 1517 1154 1373 676 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=3 8 0 8 1 1 3 3 8 1 8 1 0 1 2 0 3 3 3 2 0 1 1 0 8 3 3 1 8 8 split_gain=0.950962 0.521767 0.741739 0.493044 0.664428 0.814533 2.50889 2.48447 2.29645 1.27806 0.825251 0.691946 0.45605 0.415004 1.03286 0.914528 1.62098 2.45951 0.955749 0.988466 1.35167 1.17315 1.81007 1.24991 1.9793 2.44206 0.921199 2.44789 1.78408 1.8208 threshold=4.4722222222222232 3185.0000000000005 2.5000000000000004 2450.0000000000005 0.5634920634920636 0.15476190476190479 3.8166666666666669 2.6125000000000003 2760.0000000000005 0.38750000000000007 3050.0000000000005 0.31666666666666671 2.5000000000000004 0.21111111111111114 0.47222222222222227 5.5000000000000009 3.5277777777777781 3.7071428571428577 3.2111111111111117 0.58571428571428574 7.5000000000000009 0.29285714285714287 0.38750000000000007 8.5000000000000018 1650.0000000000002 2.8944444444444448 4.2111111111111121 0.38750000000000007 1950.0000000000002 1350.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 13 5 8 7 9 12 -7 -10 -9 -5 -1 -15 16 -16 -18 19 -17 -21 -22 23 -23 25 -25 28 -28 29 -19 right_child=-2 2 -4 4 -6 6 -8 11 10 -11 -12 -13 -14 14 15 18 17 26 -20 20 21 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0033586325184404141 -0.0014742366165931349 0.013073027685360221 -0.046247522582446243 -0.0089046912204346785 -0.027319225511409997 0.0046059304577420459 0.10694570439221213 0.0061995728917215607 0.036236307255109339 0.073220967022176703 -0.018179474416306969 -0.05796081404595628 -0.054886243853474292 -0.021750542800017043 -0.00041576308360805254 0.078517496869067879 0.076274954626849245 0.030829295303205384 -0.027941415429807812 -0.029054781549194959 -0.049823753202925425 0.18892154117688395 -0.01125423735138042 0.0067276459313294085 -0.052362365070306498 0.21811331626643626 0.0065069880656488735 0.11153990049445205 0.05612899383716119 -0.028160617328982635 leaf_weight=177.04792259615184 470.65442777255282 0.88623718358576242 1.2998872999160083 0.87558149080723202 0.99817074940074313 1.1841251964724506 0.87634834442360432 0.70260772413166694 3.3701731431065127 1.5898639737861231 0.87833545729517926 1.0455568166362352 1.4037996208908223 5.4750477532258364 76.99734749749463 0.38852739839057715 1.64071195445831 1.8900442815684053 5.4419889329975888 2.6379618041819413 0.45585067580032079 0.22418673100037245 0.9414640154573134 0.27654313718085177 0.27974314561288338 0.2700529412686592 2.0792350566504187 0.75658211802146969 1.2232346809996668 4.2486696357541405 leaf_count=5665 34331 28 37 29 29 20 34 25 76 27 17 29 59 230 2374 20 41 46 370 116 25 15 62 33 27 23 62 16 41 137 internal_value=-7.57168e-05 0.00213764 -0.0221995 0.00231787 0.0118674 0.0151471 0.0295159 0.0145108 0.00326428 0.0439315 0.0249864 -0.032174 -0.0372233 0.00188062 -0.000606183 0.000554357 0.00223259 0.0194574 -0.0131029 0.00164796 -0.00422445 0.0225344 0.039093 0.0842134 0.0558059 0.111166 0.0103161 0.0345293 0.000989209 -0.00999825 internal_weight=768.04 297.386 2.18612 295.2 12.9246 11.9264 5.3985 4.52215 6.52789 2.77399 4.24851 1.74816 2.27938 282.275 105.227 99.7521 88.8358 11.8385 10.9163 5.47433 5.0858 2.44784 1.99199 1.05053 0.826339 0.546596 10.1978 2.83582 7.36195 6.13871 internal_count=44044 9713 65 9648 345 316 135 101 181 47 93 54 88 9303 3638 3408 2717 343 691 321 301 185 160 98 83 56 302 78 224 183 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=0 split_feature=4 1 0 8 8 0 3 3 3 0 3 1 8 2 8 3 3 2 3 8 2 1 1 8 3 8 3 2 2 3 split_gain=0.892292 1.26839 0.913205 0.709189 0.679589 1.29965 1.14519 1.41584 2.15175 1.20618 0.667329 0.991414 1.00115 0.877547 0.851145 0.809608 0.778769 0.92334 0.950181 1.58281 1.34179 0.761188 1.27493 0.692251 1.50043 1.36379 0.748617 2.49358 0.946069 0.66089 threshold=2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 3155.0000000000005 1850.0000000000002 3.5000000000000004 2.5277777777777781 5.354166666666667 5.5277777777777786 4.5000000000000009 3.4142857142857146 0.21111111111111114 1850.0000000000002 0.64583333333333337 2050.0000000000005 2.0500000000000003 3.6125000000000003 0.76388888888888895 3.683333333333334 1350.0000000000002 0.61250000000000016 0.38750000000000007 0.11805555555555557 1350.0000000000002 3.2678571428571432 1650.0000000000002 3.0500000000000003 0.68333333333333346 0.68333333333333346 2.8166666666666669 decision_type=2 2 2 2 2 2 2 2 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 -1 -6 -7 -8 -9 -10 11 12 15 -14 -15 -3 21 18 19 -18 -21 22 -12 -17 26 -26 27 -25 -28 -29 right_child=2 10 -4 -5 5 6 7 8 9 -11 16 -13 13 14 -16 23 17 -19 -20 20 -22 -23 -24 24 25 -27 28 29 -30 -31 leaf_value=0.0068028599092911785 -0.0014731117859887025 0.061574496131415725 -0.027700263538079969 0.044739066127896847 0.0063719761345160664 0.061309522164195246 -0.029077264408051074 0.096158863876177988 0.049256722185189596 -0.028916556377335992 0.02964661699722218 0.00026984290362594415 -8.9779452142713781e-05 0.095257696579476761 0.028209052611490038 -0.019933936748696229 0.097459109187457052 -0.057453399984531521 -0.0025101114922604709 -0.032444146197165423 0.039742544265380562 -8.0371610944204332e-05 -0.038559635682643659 0.098601861034427821 0.090923691169940743 0.0084895897197115218 -0.057344519586158327 0.0055300916246061559 0.013711251029909922 -0.045499813438390081 leaf_weight=114.04526852372334 400.99313176336068 0.66394380810377995 3.3466920608984756 1.1320708683924738 19.594901067032399 0.47591201169416208 8.0501163535708411 0.59329245074331938 0.6589625905035067 1.9644734597386557 0.79926387949580924 86.46527531407304 0.86816770382802078 0.91596216750684767 0.97948392596117628 2.2560510645744207 0.61158911266879501 0.74708205069680289 102.83123416417067 1.1458751844286326 1.4690118777889438 3.9153410303207465 4.798247683113118 0.68309450546621331 0.98635489230059681 1.0211909322138124 1.0883435117034421 3.069189462974919 0.82245763099126623 0.79982781624130428 leaf_count=3660 28998 12 594 21 513 10 286 24 39 164 51 2786 37 26 33 82 14 35 5917 49 46 143 207 32 39 32 39 84 39 32 internal_value=-7.41521e-05 0.00172369 -0.00169019 0.00531785 0.00501089 -0.00151053 -0.0146639 -0.017873 0.0101665 -0.00928076 -0.000703738 0.0022779 0.0145449 0.0415416 0.0606099 0.00799478 -0.00328297 -0.00206199 -0.0016718 0.025046 0.00810946 -0.0169915 -0.0288205 0.00467833 0.0112337 0.0489914 -0.000494876 0.0105303 -0.0267603 -0.00501913 internal_weight=767.792 363.452 404.34 146.515 145.383 31.3377 11.7428 11.2668 3.21673 2.62344 216.937 100.619 14.1541 2.76361 1.89545 11.3905 116.318 106.805 106.058 3.22648 2.61489 9.51285 5.59751 10.7265 8.47046 2.00755 6.46291 4.55211 1.9108 3.86902 internal_count=44044 14452 29592 4717 4696 1036 523 513 227 203 9735 3273 487 96 59 391 6462 6061 6026 109 95 401 258 379 297 71 226 148 78 116 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=0 split_feature=3 4 3 3 2 8 8 0 4 9 3 8 8 8 3 0 4 3 2 3 3 2 3 2 1 8 3 3 4 8 split_gain=0.816167 1.00165 0.916293 0.964296 0.642427 0.558186 0.504413 0.508957 0.871243 0.807217 1.01159 0.484144 0.471769 0.563126 0.98988 0.93892 1.32577 1.25801 0.945526 1.04844 0.835397 1.16144 1.97755 1.32811 1.15668 1.75417 1.3512 0.997843 0.869481 0.760106 threshold=6.6125000000000007 16.500000000000004 11.535714285714286 12.267857142857144 0.64583333333333337 2675.0000000000005 1450.0000000000002 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 12.775000000000002 1450.0000000000002 2900.0000000000005 1250.0000000000002 11.267857142857144 3.5000000000000004 5.5000000000000009 10.950000000000001 0.11805555555555557 8.2678571428571441 6.9500000000000011 0.15476190476190479 7.5277777777777786 0.31666666666666671 0.10555555555555557 1550.0000000000002 7.2111111111111121 7.9500000000000011 2.5000000000000004 2675.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 12 6 7 8 -5 10 -10 -3 13 14 -2 16 17 29 -17 20 -20 22 -22 27 26 -26 -25 -23 -29 -15 right_child=1 11 3 5 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 18 -18 -19 19 -21 21 23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.0012029208796811963 -0.00050246893023732993 -0.0032509478723744458 -0.035926600793291852 0.063537392022451691 0.041544406283317667 0.040652413538515356 -0.020663202918477674 -0.050641331559086712 0.079098233875741941 0.018109826456286008 -0.02878557424046374 0.0024609336287383528 0.014334787869424256 0.0043554416330996472 0.048957645998742569 -0.024465698748805335 -0.0089717075114574222 0.10637199498831805 -0.024608810031979792 -0.037006389382942338 0.17113440765499197 -0.014978097970929572 -0.038157882439276918 0.16654181321891148 0.098424429965305399 -0.049748589721986064 0.031527088904731902 0.069199674567404279 -0.017998667208693777 0.065808190049049378 leaf_weight=476.20765552971977 28.165157328822463 57.249550523794454 4.4869612047574519 0.53561201598494879 0.77815393934270005 0.53797856299206692 6.9424451706263994 0.48368579229827435 0.23548664338886771 2.4483112090674695 2.8112175372462502 105.39729026238976 3.3823858566538538 17.367992450589959 1.0492957028909575 12.559227944347343 32.41317242373502 0.31859802323810882 2.5405407009941987 2.2040510579274715 0.27353056144784105 5.5722887272628423 0.19215215860185708 0.32465050985047106 0.31576715893470464 0.54362188176310156 0.4317542600674642 0.73417868170872658 0.46818572698975913 0.518202880397438 leaf_count=18668 2579 4243 803 40 15 51 1128 100 17 325 400 6970 207 1271 70 1680 4225 14 228 259 24 473 24 24 17 38 34 62 36 19 internal_value=-7.22889e-05 -0.00215709 -0.00545407 -0.0157564 -0.00372552 -0.00928946 -0.0112861 -0.00129262 0.00266539 -0.00326795 -0.020447 0.000450426 -0.00404759 -0.00463421 0.00127399 -0.00688231 -0.00290735 0.00789007 -0.0145736 -0.00543903 0.000665916 0.00791643 0.0847753 0.00365064 0.0443835 0.00469494 0.0894757 -0.00606438 0.0352457 0.00613586 internal_weight=767.489 291.281 128.635 18.4817 110.153 13.9947 13.4568 6.51431 6.03063 5.49502 3.0467 162.647 109.375 105.992 29.2145 76.7779 50.618 18.2048 26.1599 13.6007 11.3967 8.85613 0.465683 8.39045 1.61579 0.859389 0.756405 6.77465 1.20236 17.8862 internal_count=44044 25376 14163 2864 11299 2061 2010 882 782 742 417 11213 11284 11077 2649 8428 5529 1304 2899 1219 960 732 48 684 113 55 58 571 98 1290 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=0 split_feature=4 4 0 2 8 8 8 3 3 8 8 0 3 3 3 3 3 2 3 0 8 2 3 2 3 0 3 3 3 3 split_gain=0.746772 1.13391 0.832175 0.692545 0.653367 1.30725 1.11981 1.07985 1.11018 0.880578 0.80552 0.675342 1.26397 1.56101 0.850232 2.34528 1.00094 1.61572 0.845792 0.713749 0.874027 2.85663 2.53638 1.50878 1.30949 1.14965 0.98974 1.15717 0.790222 0.788885 threshold=2.5000000000000004 1.5000000000000002 7.5000000000000009 0.23611111111111113 2760.0000000000005 2150.0000000000005 2885.0000000000005 5.7071428571428582 6.2678571428571432 3155.0000000000005 2855.0000000000005 6.5000000000000009 3.8452380952380958 4.154761904761906 6.154761904761906 7.354166666666667 7.0500000000000007 0.23611111111111113 8.9500000000000011 3.5000000000000004 1750.0000000000002 0.23611111111111113 4.9500000000000011 0.81666666666666676 6.154761904761906 5.5000000000000009 5.9500000000000011 7.154761904761906 2.8944444444444448 4.5277777777777786 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 5 11 10 -7 -9 -8 -6 19 -13 -14 -15 16 17 -16 -17 -3 22 24 23 28 -22 -24 -27 -28 -21 -30 right_child=2 4 3 -5 6 7 9 8 -10 -11 -12 12 13 14 15 18 -18 -19 -20 20 21 -23 25 -25 -26 26 27 -29 29 -31 leaf_value=-0.00072728210299009865 -0.001321877875857204 0.0070320901464508735 -0.031611511920024156 0.030473688758002507 0.017667890762842222 -0.020918675031415861 -0.012281249622325881 0.086613564210002214 -0.0059083280036842309 0.041311787565902605 0.086680491712743266 -0.033681961134694828 0.078344998414943134 0.0052417636682209117 -0.0054947153784041247 -0.04034671328138522 0.12968794573919881 0.090061566841293961 0.080879633997009259 0.069769112337599248 0.13697824560516894 -0.017963479202546574 -0.02551210654920984 -0.033850376237653489 0.023740989879893447 0.05451529610170916 -0.053033473448521232 0.044698072706150671 0.013949368917691454 0.047887445956412401 leaf_weight=216.89551997471727 399.12903420794885 83.249048059641439 3.6129505712333403 0.51294152104787816 0.77007690114260074 7.9431592187056577 2.2510164178238488 0.49733710233613215 0.93145993360667489 1.1621815263060851 0.93766430910909548 1.1275913113950071 1.1025236517907604 6.6386590665372278 0.78700300768650855 0.97520738282400976 0.47707994113443408 1.0101983824333727 0.16878594141235226 0.84927761647850353 0.41037352397688553 12.680303048075528 7.0772753438307046 1.2760466486156481 0.67565077599647339 0.94508760639018907 0.74377138055569936 0.5109418041565732 9.8479025354572496 2.0726848468020753 leaf_count=9735 28908 2205 648 36 28 253 61 19 60 21 27 58 28 423 77 117 31 57 28 16 21 405 313 29 39 35 30 21 252 63 internal_value=-7.07748e-05 0.00157103 -0.00155281 -0.0238929 0.00495941 0.00432664 0.0225055 -0.0137205 0.0262968 0.00596699 0.0555604 0.00560193 0.0167679 0.0218655 0.0156738 0.035934 0.0653073 0.048217 -0.0224609 0.00446184 -0.00130723 -0.0112978 0.00458968 0.01799 0.0665297 -0.015699 0.0158719 -0.0132354 0.0231702 0.0198503 internal_weight=767.269 364.014 403.255 4.12589 147.118 141.997 5.12094 9.37196 1.4288 3.4132 1.70774 132.625 12.287 11.1595 10.0569 3.41827 2.27428 1.7972 1.14399 120.338 37.0893 13.7663 23.323 14.0459 1.08602 9.27708 2.1998 1.25471 12.7699 11.9206 internal_count=44044 14452 29592 684 4717 4580 137 332 79 82 55 4248 819 761 733 310 165 134 145 3429 1224 465 759 360 60 399 86 51 331 315 is_linear=0 shrinkage=0.05 end of trees feature_importances: recent_avg_finish=561 distance_m=406 recent_runs=259 recent_top3_rate=214 recent_best_finish=178 recent_win_rate=163 surface_turf=79 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 4] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]