tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=11 objective=lambdarank feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 feature_infos=[-0.19758614897727966:0.52883845567703247] [0:1] [0:1] none [0:46.289534746108231] [0:23.350743638252798] [-0.20368653535842896:1] [-0.02942284569144249:0.47970834374427795] [0:1] [0:1] [0:0.45842022702140994] [-9.9628429412841797:8.5429544448852539] tree_sizes=3526 3518 3535 3534 3531 3524 3516 3540 3542 3542 3549 3533 3539 3526 3531 3544 3542 3535 3549 3566 3540 3544 3558 3537 3541 3546 3550 3554 3549 3547 3524 3553 3567 3544 3555 3560 3555 3546 3574 3564 3561 3565 3559 3559 3571 3544 3566 3548 3575 3553 3562 3550 3563 3563 3558 3562 3555 3556 3557 3576 3538 3562 3550 3555 3545 3524 3557 3548 3567 3566 3552 3549 3553 3546 3553 3556 3554 3567 3578 3556 3541 3554 3563 3569 3554 3557 3558 3551 3563 3573 3546 3556 3540 3568 3572 3557 3556 3554 3542 3541 3556 3578 3558 3561 3548 3544 3537 3552 3557 3565 3562 3554 3559 3552 3553 3541 3533 3562 3556 3574 3532 3537 3538 3551 3550 3542 3551 3524 3546 3567 3557 3553 3548 3554 3542 3532 3548 3524 3563 3535 3543 3551 3561 3542 3532 3572 3537 3543 3535 3550 3552 3530 3535 3544 3548 3527 3544 3542 3554 3537 3538 3544 3529 3538 3520 3554 3523 3506 3524 3537 3541 3535 3540 3546 3526 3500 3539 3553 3517 3549 3558 3545 3517 3519 3554 3522 3535 3520 3535 3558 3543 3526 3542 3522 3565 3511 3537 3510 3525 3528 3545 3544 3522 3539 3543 3553 3515 3510 3542 3521 3562 3528 3491 3506 3531 3530 3523 3533 3540 3534 3525 3527 3529 3525 3517 3514 3536 3543 3527 3537 3517 3520 3525 3508 3518 3528 3531 3505 3522 3511 3514 3528 3542 3521 3531 3525 3519 3516 3514 3499 Tree=0 num_leaves=31 num_cat=0 split_feature=11 0 11 11 8 4 11 11 1 11 6 0 11 6 7 4 7 1 0 6 2 5 6 8 4 4 0 7 11 0 split_gain=1773.57 376.751 306.383 231.026 106.244 77.5465 58.753 47.6224 37.2401 34.7448 29.5615 29.4297 26.1565 25.9978 22.7559 22.4056 19.2761 18.8888 15.4556 14.5624 14.3063 12.4207 12.3517 11.3717 11.2 11.1157 10.4444 9.73562 9.59017 9.24715 threshold=1.2767197489738467 0.35562747716903692 -1.616288900375366 2.7211050987243657 0.53571428571428581 11.664665222033516 -3.5419051647186275 -0.26136441528797144 1.0000000180025095e-35 3.63657557964325 0.071764625608921065 0.3479116559028626 3.4152158498764043 0.36600293219089514 0.13719713687896731 6.8114466565661065 0.17500799149274829 1.0000000180025095e-35 0.40242545306682592 0.088209290057420744 1.0000000180025095e-35 4.4029920666195652 0.040838092565536506 0.92857142857142871 7.1471188952763569 13.721631221216962 0.41566370427608496 0.12342951446771623 3.3027691841125493 0.36781153082847601 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 10 8 9 -1 16 13 18 24 14 -6 15 -9 19 -4 25 -3 -5 21 -15 -10 -14 -2 27 -13 -12 -7 -8 right_child=1 5 7 4 12 28 29 11 22 -11 17 26 23 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.04821734633996292 -0.010973269329311528 0.01405342531526629 -0.023103654374914566 -0.0013559357379910944 0.016641420223135476 0.034197217713690865 -0.031156179209000719 -0.016368433767056517 0.0046742731750850424 0.031090197589786997 -0.0050500699731849214 -0.0005437881026461815 0.030768583332669675 0.012518992475620275 -0.0076975123541910212 0.014759456609361534 -0.012446299097167879 0.0082096719753105545 0.026684140155623995 0.0064847197653205881 0.055706948922746392 0.033153331120953852 0.02055432340314009 0.046208961229738339 0.00020909632202556711 0.018511914675941304 0.022703588660247506 0.0005999202751876139 0.04605236626130526 -0.014704385864589567 leaf_weight=230.25829738739412 332.81072844828668 354.81865556570483 464.5006931228163 292.91468299461849 94.432832100981614 103.72278340948105 520.90806001257079 486.92102079861434 50.587773730396293 244.96112333337078 415.24706169006095 134.46210579770923 129.10749374721854 412.29559951824922 618.29410833919974 225.0440308777579 227.57965920453717 244.7451902236171 115.59734254949944 783.30145869228363 7.4676888437315929 28.040201670657552 342.79533858956347 64.314122561347176 106.37690924813796 25.987792428968532 19.977308250876376 809.68452426921795 150.54990878593526 32.677395427817828 leaf_count=7491 13072 17545 13931 11717 4001 3392 14196 16866 1682 12781 18966 4750 5423 22445 19822 9313 6469 10350 4920 34466 254 1138 14588 2193 3924 825 520 31368 4435 857 internal_value=-5.26954e-11 0.0100708 -0.0196396 0.0063133 0.0124714 0.0269862 -0.0354821 -0.013277 0.0101722 0.0219282 -0.00142166 -0.0098035 0.0295838 0.00829644 -0.0115176 0.00615084 -0.0195992 0.000587753 0.0171572 0.00435072 0.0145313 0.013833 0.0185122 0.0359026 -0.00826476 -0.000903493 0.00246335 -0.0013154 0.0412164 -0.0301851 internal_weight=8070.38 5334.8 2735.58 4365.15 2430.3 969.65 783.844 1951.73 2142.45 715.377 1934.85 1259.65 287.854 1749.06 1105.22 1301.26 692.08 1495.66 470.416 1076.22 447.803 440.336 393.383 193.422 439.188 1250.92 154.439 1224.93 254.273 553.585 internal_count=313700 228798 84902 185725 107220 43073 22544 62358 95603 35246 78505 41958 11617 79333 36688 55496 20400 61509 22465 46183 23837 23583 16270 7616 16996 51159 5270 50334 7827 15053 is_linear=0 shrinkage=0.03 Tree=1 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 6 11 11 8 0 4 11 6 4 4 4 11 4 4 4 6 11 1 7 4 7 6 4 5 11 split_gain=3518.92 1098.73 928.351 542.265 382.516 227.002 180.019 172.155 167.127 137.42 134.978 128.551 118.011 108.792 63.2344 58.8053 58.1805 52.6262 50.3356 46.3473 48.7026 44.5235 47.8371 42.3714 40.2324 39.8504 39.6198 37.1192 37.0279 37.3277 threshold=1.9098676443099978 0.35562747716903692 -1.616288900375366 3.4806373119354252 0.35068775713443762 0.062130847945809371 4.0180888175964364 -3.0189130306243892 0.92857142857142871 0.40828531980514532 7.1471188952763569 0.17378091812133792 0.088209290057420744 7.2145588191555641 9.8691207248198509 6.6156313898353361 0.33453345298767095 14.588812447287346 17.23079907578424 6.8726822717968679 0.077462211251258864 2.4542512893676762 1.0000000180025095e-35 0.21489399671554568 13.340131671191317 0.14136556535959247 0.36330509185791021 11.238635420721552 4.4733709246810625 5.065364122390748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 5 11 10 9 -1 12 18 -2 -4 15 21 28 -5 -6 -15 -3 20 -13 -7 26 -12 -18 -21 -23 -8 29 -14 right_child=1 6 4 8 16 13 27 -9 -10 -11 23 19 14 17 -16 -17 24 -19 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.04111610965330928 -0.016111201529584028 0.013215251651514081 -0.016052035262704864 -0.0071237125943358764 -0.0034467095362089631 -0.0031077275224589951 0.028244349920025644 -0.023571641765451169 0.036593344066758439 0.028854044571507545 0.0011450027276819867 -0.015433967898092949 0.0102766438886677 0.0075724735848564139 0.024919249265778202 0.010350263075620578 0.0074466081296495831 0.027966589875754681 0.036354646789640579 -0.0073849206720814379 -0.0081595613096769916 -0.001565035535694579 0.0091058330241906987 0.051650168615281586 0.026056674000718896 0.0037844757771242901 0.0051141420663586828 0.039931407112950949 0.030362649791367931 0.019735332604498956 leaf_weight=815.09986220434075 1090.8648224176723 2163.8408953686412 2918.9076439933124 432.74432849693403 440.10745023947675 2124.1622129565803 838.21009523854445 1316.1572032726253 242.31643176177749 762.64451737656054 485.50860074476805 1051.8193535623432 3217.8862643515386 1516.1630893528927 366.55663364898646 289.14396673796 903.01870111509925 123.12441923213191 88.051370080560446 765.36406450596405 3898.2383404964494 2308.9868102346663 746.45228003810917 15.425049604382364 118.23911683261395 460.43335578439292 1222.4817944263632 345.36007713340223 94.895115857361816 425.10863774520112 leaf_count=10048 13844 21716 25941 6632 3585 21109 8502 12496 2135 5607 4465 10335 35456 14926 4071 2663 7226 898 499 7383 35580 24279 7397 99 705 3868 12794 2890 961 5590 internal_value=-8.18738e-12 0.008204 -0.0122212 0.00433875 -0.00857486 0.000159449 0.0217402 -0.0302815 0.0122817 0.0178476 -0.0101913 -0.010864 0.011061 0.0022084 0.0130284 -0.000124715 0.0056717 0.00910424 0.01412 -0.008412 -0.00970527 0.000442676 0.0022056 0.00270019 0.00960124 -0.00318948 0.000747083 0.0316546 0.0118623 0.0113804 internal_weight=31587.3 18899.9 12687.4 14701.8 10556.1 9633.17 4198.11 2131.26 5068.65 3014.54 1591.8 9094.76 4826.33 8041.37 4104.45 721.888 1461.37 1639.29 2251.89 6175.86 4950.06 6402.08 4277.92 500.934 1021.26 1225.8 3531.47 1183.57 3737.89 3642.99 internal_count=313700 196533 117167 157319 94623 99811 39214 22544 57508 27822 18408 83107 55373 81403 46078 9295 11516 15824 22215 57166 45915 65579 44470 4564 7931 11251 37073 11392 42007 41046 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 6 11 11 4 4 4 6 0 4 11 11 4 0 4 11 0 7 5 7 7 6 1 10 10 11 split_gain=2764.23 975.448 668.821 484.659 234.385 202.622 200.354 155.989 98.1585 89.5644 88.5762 85.541 77.7744 64.5458 59.9248 56.2919 52.0445 49.7645 47.6806 46.5885 40.6162 39.8149 38.0827 35.1592 34.9786 33.6369 33.2636 31.8312 30.4029 30.866 threshold=1.6488257646560671 0.35562747716903692 -1.2297213077545164 3.4806373119354252 0.35068775713443762 0.062130847945809371 -3.0189130306243892 3.5142571926116948 10.062104540913294 7.1471188952763569 7.2145588191555641 0.088209290057420744 0.40242545306682592 14.588812447287346 0.17378091812133792 2.4542512893676762 5.7998898349214389 0.32050831615924841 6.8726822717968679 4.8003745079040536 0.42004290223121649 0.14891052246093753 4.4733709246810625 0.21489399671554568 0.16586796194314959 0.09329338371753694 1.0000000180025095e-35 0.00037216254469640836 0.040808927605231922 4.518794298171998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 5 14 9 -1 12 11 -2 15 16 -3 20 -4 -7 -5 -8 25 22 28 -12 -13 -11 -18 -16 -17 -22 29 -9 right_child=1 7 4 8 -6 10 17 13 -10 23 21 19 -14 -15 18 26 24 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039309697890528364 -0.015673356393709304 0.011422978829364858 -0.014202685282622467 -0.0098221656989609107 0.004601063511704917 -0.0036134061529090578 -0.023249945952981903 0.021709927535927313 0.023365118191589988 -0.0016347772728552148 0.0042680325791533951 0.0089739060404370914 0.02290537922161958 0.042314721808579203 -0.014984394371531391 0.00068230031159889517 0.00371724656407734 -0.011692196162516457 -0.0022319432177267009 0.017987493432980329 -0.0042237795056909166 0.014129963937586754 0.029920297339487374 0.039697850146821909 0.034670014386552678 -0.0081626111235932105 0.0077563517257932969 0.040090194149261148 0.016646753664470069 0.034368743653938341 leaf_weight=703.89376832169364 1026.8879232569016 1706.9251959478715 2209.9266411259887 303.65082484701998 1131.7380658826733 2711.9587261021952 1413.716459696996 477.20651099168754 521.44301518701832 460.40430675121024 1171.0043042781181 2941.1931413268321 770.57062359726115 212.77284514182247 849.43556064099539 3206.9017535366584 184.73030704894336 439.52698309830157 956.95926248980686 727.34257617313415 15.767270049080251 537.57912591216154 80.249517573043704 19.29872661549598 39.967504397383891 2777.9981271793367 735.43260059464956 195.15993691218318 481.39870648985379 272.25839948662178 leaf_count=10048 15992 17250 21431 6005 8885 29472 13734 5509 5878 5088 12882 33845 5677 1769 8908 37073 1851 3852 8635 8700 87 4795 762 115 467 26857 7397 1852 5796 3088 internal_value=-1.40963e-11 0.0068828 -0.0123433 0.00325586 -0.00803925 -0.000546587 -0.0256841 0.0197578 0.0110765 -0.010674 0.00127788 0.00957838 0.0149943 0.0268904 -0.0101448 -0.000286592 -0.00172263 -0.0205088 -0.00818862 0.0111711 0.0246141 0.00737094 0.00953024 2.80579e-05 0.00922288 -0.00976007 0.00200195 0.0367776 0.0225297 0.0263085 internal_weight=29283.3 18800.1 10483.2 14668 7926.06 9869.47 2557.14 4132.06 4798.58 1506.59 8362.88 4277.13 2477.5 1654.56 6794.32 6654.29 528.349 1853.24 4584.39 3748.79 1441.79 1708.58 3021.44 479.703 224.698 3627.43 3942.33 210.927 1230.86 749.465 internal_count=313700 211350 102350 170322 74716 112814 27634 41028 57508 21195 91619 51630 22927 18101 65831 73942 8323 17586 44400 43307 16332 17677 34607 5203 2318 35765 44470 1939 14393 8597 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 4 11 4 6 0 6 11 4 4 11 11 4 11 7 4 11 4 6 6 1 7 10 0 11 2 split_gain=2366.76 812.867 577.649 411.897 207.124 122.39 121.767 119.835 118.041 92.3742 82.0287 78.6172 72.8838 60.5602 58.8626 52.7832 48.3628 39.5073 36.7192 36.1562 35.8611 35.8535 35.0712 34.277 31.0277 29.5165 29.505 29.2248 27.3849 26.7406 threshold=1.6488257646560671 0.35562747716903692 -1.616288900375366 3.1798011064529423 0.34444731473922735 14.588812447287346 -3.5419051647186275 9.8691207248198509 0.062130847945809371 0.42004290223121649 0.088209290057420744 -0.33340509235858912 7.2145588191555641 7.1471188952763569 4.1194708347320566 4.8003745079040536 5.826037282860983 3.7481241226196294 0.16834183037281039 13.721631221216962 0.83123061060905468 6.8726822717968679 0.34966887533664709 0.09329338371753694 1.0000000180025095e-35 0.13487846404314044 0.13296449381703648 0.36540764570236212 4.2956635951995858 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 3 6 8 11 9 -1 10 13 14 16 -4 -10 -2 -3 22 -5 26 -18 -14 -6 23 -12 -13 -25 -23 -11 -8 -9 -24 right_child=1 5 4 7 20 -7 27 28 12 17 15 21 19 -15 -16 -17 18 -19 -20 -21 -22 25 29 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.039993254315686941 -0.014737172499929977 0.012657860449615203 -0.015990868016101438 -0.0088412639067039969 -0.0016502247149843138 0.034239704809970836 -0.023549746959270139 0.016979587121961265 -0.0014261310312352106 0.026108165487829484 0.0054206014479516156 -0.014744674349832601 0.0046074087393807349 -0.00029602143546377657 0.023221002481291581 0.016708190726485529 0.0018895756796798004 0.040403664808614126 0.029900787933660376 0.020306118934069081 0.0083382955449131293 -0.0082282296668658456 0.010744985270100699 -0.0093157769201472531 2.4934200571955724e-05 0.0019753218861743894 0.0007660626938222763 -0.0073741300650472606 0.030076442196792473 0.045586105697976775 leaf_weight=465.61440590565326 804.35744731407613 2352.8603223829414 1668.0187622308731 401.09438943419082 749.88515415228903 407.88438016921282 1302.940117289254 462.88056601060089 5240.521337470127 319.61436202349432 2438.3466084534302 948.6201708833396 1272.746188371093 387.14321044483222 594.81076902459608 679.40333990706131 190.34213722674758 167.72958258516155 54.086563793593086 147.32102836380363 568.91781216274831 547.58585359691642 1524.582305807271 2762.9982302582357 361.99380184034817 477.78722902643494 47.491710426984355 108.92859655269422 208.37008902768139 20.086962258559652 leaf_count=7491 13786 25350 16594 8327 6157 3282 14121 5469 61444 2457 28764 10594 13218 4388 7993 8634 2437 1561 609 1252 5009 5746 19084 27719 3928 4059 385 932 2675 235 internal_value=-2.43515e-11 0.00657696 -0.0116984 0.0031694 -0.00821763 0.0186917 -0.0266892 0.00910214 -0.00134826 0.0168706 0.00759182 -0.0103373 0.000207476 -0.0100449 0.0147894 0.0089795 -0.00243103 0.0283411 0.00808783 0.00623603 0.00265872 -0.00848785 0.00766118 -0.00974996 -0.00823376 -0.00347374 0.0228297 -0.0223018 0.0210451 0.0111981 internal_weight=27685 17721.7 9963.29 13831.3 8085.81 3890.39 1877.48 5979.19 7852.09 3482.51 5307.94 6767 6660.59 1191.5 2947.67 4662.42 645.523 534.836 244.429 1420.07 1318.8 5098.99 3983.02 4073.61 3124.99 1025.37 367.106 1411.87 671.251 1544.67 internal_count=313700 211350 102350 170322 79806 41028 22544 76234 94088 37746 68090 68640 75914 18174 33343 56717 11373 4403 3046 14470 11166 52046 48083 42241 31647 9805 2842 15053 8144 19319 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 4 6 0 4 11 11 0 6 4 4 7 0 4 7 7 2 4 1 6 6 11 1 6 4 split_gain=2079.45 625.37 616.34 256.125 238.356 159.292 105.085 131.64 92.6673 75.7996 71.931 70.0219 48.531 44.0751 42.1918 40.9881 37.8894 37.692 34.3145 30.2817 30.0219 29.8906 28.0335 27.5298 27.4767 26.5228 25.6809 24.4848 30.9729 24.3261 threshold=2.0831813812255864 -1.137674033641815 0.35562747716903692 3.63657557964325 0.3479116559028626 -3.0189130306243892 7.2928441102463157 0.062130847945809371 0.40242545306682592 10.34743095157833 0.86810946464538585 4.2635042667388925 0.32050831615924841 0.088209290057420744 3.5974275744411117 15.126169668732652 0.15073876827955249 0.24679794162511828 13.340131671191317 0.13666687905788424 0.22481679171323779 1.0000000180025095e-35 17.23079907578424 1.0000000180025095e-35 0.085678845643997206 0.090652398765087142 3.2100851535797124 1.0000000180025095e-35 0.34330843389034277 14.588812447287346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 10 -1 7 -2 11 13 19 22 -7 20 25 17 -16 26 23 -3 -5 -15 -4 -6 -19 -12 -8 28 -9 -10 right_child=2 4 8 9 18 12 15 27 29 -11 14 -13 -14 21 16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.035904064279314911 -0.013086972332784261 -0.014349579084037761 0.012320846557888324 -0.003391680943274627 0.0014269764527529249 -0.021134090951055985 0.012262604485999275 -0.0020073902852177903 0.024585067413753454 0.023652363147707512 -0.014919511055757138 0.025789264867347891 -0.0097625309546370519 0.010280025318040771 -0.0050712165955327194 0.024349543824476003 0.0036208641050549067 -0.0029932539424997501 0.017689861486415163 -0.0087372371827167811 0.027758515168284301 0.042101102890493049 0.03272670804215861 0.012560332969531973 0.0068618504285506568 -0.0065875003935962212 0.036817797618963741 0.0053984542047677371 0.0032725548428662802 0.037467597477336606 leaf_weight=623.91331695605186 691.43208340770798 1486.9725814942503 1789.1890548180963 320.40996870948584 1145.4216699901153 1376.2640148829669 157.06900397571735 2745.8793312312628 833.31147912383312 372.0897972479579 420.18625087846885 487.65016036981251 447.631031454599 2857.3838485391461 1355.1150979914819 121.84432148281485 676.7564024105086 331.24251940281829 168.93997648288496 2069.3417368041701 30.496086857310729 26.816643888538238 62.715208733454347 242.14891797094606 1100.6499295213725 1892.5340365660377 50.707497791619971 882.79536738974275 1572.5815775817318 156.73254765290767 leaf_count=10048 13510 15694 21148 6258 9815 14727 1330 33914 8265 4624 5645 6472 4136 37001 16581 1135 6998 3965 1164 20481 724 271 493 2504 13097 20351 431 10965 20706 1247 internal_value=3.92559e-12 -0.00930416 0.00759154 0.00423888 -0.00580613 -0.0228192 0.00113299 -0.000788895 0.0189309 0.0108293 -0.00792003 0.0156752 -0.0183432 0.00935449 -0.00533023 0.00756217 -0.00217614 0.0063147 0.00492415 -0.0110839 -0.00068452 0.0105759 0.0130119 0.00336989 0.00458205 -0.0081013 0.0182553 0.000845957 -8.46811e-05 0.0266245 internal_weight=26496.2 11905.2 14591 11261.4 9457.42 2447.81 7654.2 5892.69 3329.6 3607.2 7900.91 2339.55 1823.9 3235.11 4344.59 1761.51 2031.87 1639.67 1556.51 3556.31 350.906 2884.2 1851.9 1387.57 1431.89 2312.72 207.777 5201.26 4318.46 990.044 internal_count=313700 128144 185556 147931 99233 28911 99053 79095 37625 48878 85750 28113 18863 44254 49575 19958 23579 18823 13483 36175 6982 37272 21641 12319 17062 25996 1761 65585 54620 9512 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 0 4 11 11 6 11 6 4 4 11 2 4 4 11 1 11 4 6 4 6 4 4 7 7 7 split_gain=1875.3 636.975 451.094 308.978 163.676 97.2803 88.8251 88.781 77.3879 77.1317 74.438 65.7848 50.2694 46.3687 43.612 35.0713 34.8068 46.04 29.4474 26.3832 26.2574 25.7309 29.0063 25.703 26.2577 24.6961 24.3122 24.1126 24.0645 23.8573 threshold=1.6488257646560671 0.35562747716903692 -1.9431035518646238 3.1798011064529423 0.34444731473922735 0.40828531980514532 9.8691207248198509 -0.33340509235858912 -3.8925398588180538 0.062130847945809371 3.3822349309921269 0.34966887533664709 13.721631221216962 7.1471188952763569 3.8110874891281132 1.0000000180025095e-35 3.4051711981388286 3.620247068523311 0.38569867610931402 1.0000000180025095e-35 3.7481241226196294 16.35319840055201 0.27886953949928289 6.2362145607137478 0.13177557289600375 6.7518917076548615 14.588812447287346 0.14891052246093753 0.13058735430240634 0.10409390181303026 decision_type=2 2 2 2 2 2 2 2 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 8 9 7 10 11 -4 -1 13 -3 14 16 -2 -5 -13 -11 -18 -6 23 -7 22 -8 24 -9 29 -12 -25 -10 -16 right_child=1 5 4 6 18 20 21 19 28 12 26 15 -14 -15 25 -17 17 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.038524265579449123 -0.012945078591962421 0.010305751150147075 -0.015461378178412038 0.00090355113280323265 -0.0032935278175957477 0.02251858607923592 0.01134060544394936 -0.014251886361973255 -0.029509472252626224 -0.0022953688424668032 0.019004535585291332 0.011192139052379325 0.018478518511397275 0.00032971976177135115 0.013055440626464498 0.046887447170966774 0.021024394853842533 0.001483594208691245 0.00585582772922118 -0.001961866299208373 0.033744911053291769 0.03606835055578992 0.025728020789361296 -0.0081173866755611945 -0.008148525414012146 0.017578681602231992 0.034251853472717315 0.0014091354886995905 -0.019538322594105737 0.0039936289891864428 leaf_weight=345.65618795790942 711.68822158552939 1591.0526775743929 1818.4035243638791 1568.6902643038193 560.75517799658701 624.95693704017322 322.04366100241896 887.04034491808852 299.24745844391873 3251.8773095819633 1003.9839737499715 1712.7236918589188 132.65699676913209 354.91595363966189 361.55924564407906 25.136214645346627 113.14666036935523 2651.3494121576368 727.12830240925541 632.57197572488803 267.88024537544698 72.184990770067088 207.29477739636786 606.48752178403083 2227.3877126859443 210.32624694105471 103.85566356405616 394.76608323975233 800.7033846808481 944.6194427441369 leaf_count=6226 13786 16742 19863 22272 4885 5299 4221 10244 3483 38850 14701 23475 1252 4388 5775 265 1273 34539 6749 7321 3027 900 3023 6657 24251 2867 1259 3573 9098 13436 internal_value=3.75699e-11 0.00615422 -0.0107412 0.00298632 -0.00790673 0.0173029 0.00839588 -0.0098246 -0.0261421 -0.00108049 0.0144632 0.00704015 0.00021132 -0.00852785 0.00441056 0.0117084 -0.000191459 0.00228337 0.00187212 -0.00766593 0.0258868 0.0192662 0.0169749 -0.00854263 -0.00988686 0.00803824 0.0204339 -0.00436135 -0.022251 0.006502 internal_weight=25532.1 16231.9 9300.15 12640.2 7854.54 3591.73 5424.58 6566.66 1445.61 7215.63 2698.89 4823.06 6149.03 1066.6 3085.2 1737.86 6016.37 2764.5 1287.88 4748.25 892.837 601.523 529.338 4115.68 3114.43 1516.5 1107.84 1001.25 1099.95 1306.18 internal_count=313700 211350 102350 170322 83543 41028 76234 71909 18807 94088 32702 68090 75914 18174 44350 23740 74662 35812 11634 52046 8326 8144 7244 44725 34495 22078 15960 10230 12581 19211 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 0 6 11 8 11 4 6 4 11 11 4 4 4 5 10 9 4 11 6 7 11 10 4 4 split_gain=1727.99 506.234 479.552 225.489 183.3 97.584 89.3006 76.2241 75.144 61.2811 60.0407 52.4837 51.159 48.4326 45.5401 37.4934 34.6948 28.3301 28.1638 26.61 31.7989 26.2887 26.0443 25.6199 24.0882 21.4597 20.0258 19.8666 19.2811 17.8462 threshold=1.9098676443099978 0.35562747716903692 -1.616288900375366 3.4806373119354252 0.336111530661583 -3.0189130306243892 0.40242545306682592 0.062130847945809371 0.43509620428085333 0.2678571428571429 3.3822349309921269 3.4051711981388286 0.088209290057420744 8.7603777016451136 2.5500247478485112 0.83123061060905468 15.866649662631604 3.4433221162344596 14.88589658650619 4.9166794609410926 0.069986717423075731 1.0000000180025095e-35 15.866649662631604 5.340548276901246 0.20343931019306186 0.14958461374044421 3.7481241226196294 0.034079277651666302 8.84382688345117 14.588812447287346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 7 8 -1 10 13 -4 12 -3 -9 -5 -2 -13 -6 19 21 -16 20 24 -10 26 -14 -11 -19 -8 28 -12 -17 right_child=1 6 4 9 15 -7 22 11 17 16 27 14 23 -15 18 29 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033942357776578981 -0.0109335046361343 0.0095757707975124076 -0.012540263628760833 -0.0060105955868680512 -0.0022450246368703702 -0.018794732366221104 0.019733005054049603 -0.0008903059941616112 -0.0095086055664118044 0.0089049059709209767 0.019366640598625338 0.0001654831255567916 0.0070724401455041662 0.0045368738979556598 0.0070053752497772903 0.0056006559316312309 0.035467489822150818 -0.0058102421788252525 0.028931461228009873 0.033673787943241322 0.0025723909355709852 0.0012742090369205182 0.038046204135861052 0.017612633381474334 0.018510274282097804 0.00085285281250548962 0.029463249839208519 0.014650104410623451 0.031507122580509625 0.023164176908904634 leaf_weight=579.72596393286949 755.22736987305689 1292.6816982609162 2743.5467008129344 256.53564312652452 813.29278171726037 1126.6127768241568 594.46628581447294 3279.680407256179 2017.8604512501624 378.12651798973093 362.77050706953742 1230.3593471191707 2149.3649707087025 240.00867675279733 1717.2924603974097 806.33836152945878 67.896912643220276 1224.1925707518822 54.394427955150604 56.085667995968834 233.29787795312586 226.31512128992472 114.81443683430552 229.73379478964489 620.66165628290037 674.83165809034836 280.040847675642 429.33447136057657 174.30296463955892 55.661556824110448 leaf_count=10048 15132 14347 29592 5893 7598 12496 5644 41489 23386 5347 5655 15240 27571 3276 24163 8579 956 15377 511 871 3831 2782 914 2876 10163 6863 3341 6637 2676 446 internal_value=5.49462e-12 0.00666201 -0.00941852 0.00365416 -0.0065243 -0.0239411 0.0170962 0.000511103 -0.00868927 0.00938402 0.0138045 0.00173323 0.00671775 -0.00720271 0.00459939 0.00237542 0.0145661 -0.00613921 0.00767855 0.0134645 0.0125445 -0.00842121 0.0246126 0.00809024 0.0148738 -0.00344246 0.0228489 0.019461 0.0233067 0.00673478 internal_weight=24785.5 14517.1 10268.4 11268.7 8562.04 1706.34 3248.41 7276.96 6886.75 3991.7 2259.09 6281.73 2635.63 995.236 3002.05 1675.29 1356.07 4143.2 1771.69 1288.17 1232.09 2244.18 989.322 2379.1 998.788 1899.02 874.507 966.408 537.073 862 internal_count=313700 196533 117167 157319 94623 22544 39214 99811 78000 57508 29315 81403 36340 18408 39914 16623 21168 48408 24674 20212 19341 26168 9899 30447 15510 22240 8985 14968 8331 9025 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 11 4 6 4 0 6 0 11 7 4 4 11 11 11 4 0 11 1 6 4 4 4 10 6 split_gain=1580.8 511.072 391.845 246.959 137.001 95.8976 86.4113 74.9039 57.8387 51.131 46.8401 45.5573 43.3765 42.7895 40.7151 41.1468 34.1133 34.1088 33.1311 33.0633 26.8394 25.2422 23.5571 22.8773 23.5483 24.407 21.8155 21.3232 20.2919 19.8904 threshold=1.6488257646560671 0.35562747716903692 -2.3216673135757442 3.1798011064529423 0.336111530661583 -0.55156993865966786 3.5142571926116948 3.4051711981388286 0.062130847945809371 3.4051711981388286 0.42004290223121649 0.088209290057420744 0.40242545306682592 -3.8925398588180538 0.18848738819360736 10.113276331802407 7.1471188952763569 2.5500247478485112 4.8003745079040536 0.38569867610931402 11.13332838035898 0.20905135571956637 3.852384209632874 1.0000000180025095e-35 0.20870899409055713 6.8114466565661065 13.721631221216962 13.340131671191317 0.00037216254469640836 0.34757506847381597 decision_type=2 2 2 2 2 2 2 2 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 13 8 5 -4 12 11 16 -10 20 -5 -3 -1 15 21 -2 -11 29 -6 -8 -9 -23 24 25 -7 -19 -21 -12 -13 right_child=1 6 4 7 19 23 10 14 9 17 28 18 -14 -15 -16 -17 -18 26 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03640353563226633 -0.011416954786396994 0.0097927421384811607 -0.015832803784382028 -0.0073520195775808091 -0.0044391803261561646 -0.012600294592529832 0.017092059641481396 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2142.2617708649195 410.83625649346504 61.478939428459853 69.471723897848278 210.08777470228961 863.5045653777197 leaf_count=6226 13786 17250 19162 6143 6607 17220 12319 371 38850 19990 91 17186 5677 8808 5070 6774 4388 16456 5985 7657 3418 12820 10626 7391 24546 4170 618 563 2273 11259 internal_value=5.29378e-12 0.00584483 -0.0100915 0.00293695 -0.0077883 -0.00971394 0.0162008 0.00796445 -0.000770163 0.000363664 0.0225319 0.00471208 0.0125325 -0.0273996 0.0120596 0.0103114 -0.00745863 0.00329012 0.00591684 0.000412854 0.0197773 0.00778465 0.00717264 -0.00748315 -0.00831516 -0.0107781 0.00698318 0.00454376 0.0349896 0.00436427 internal_weight=24120.8 15274.2 8846.57 11925.6 7807.6 6322.96 3348.63 5061.42 6864.17 5869.22 1228.44 2821 2120.19 1038.97 2240.42 1887.68 994.949 2805.17 2564.87 1484.63 1005.99 1424.18 1391.51 4633.65 4009.08 1866.82 1248.79 801.909 222.449 2124.39 internal_count=313700 211350 102350 170322 87316 72489 41028 76234 94088 75914 18101 40573 22927 15034 35661 30591 18174 37064 34430 14827 15737 23817 23446 53327 45936 21390 17074 8220 2364 28445 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=11 0 11 11 4 11 11 0 4 6 4 0 11 4 11 4 6 7 0 4 4 11 6 4 0 1 4 9 6 6 split_gain=1485.76 559.269 337.885 270.315 97.5396 91.9996 68.6994 68.2048 52.5053 52.1425 45.4566 44.2591 42.0878 40.0419 37.2341 31.7935 30.9633 27.1027 25.2063 25.0401 23.9444 21.9084 21.6903 21.0789 20.7576 20.4104 20.0972 19.6463 19.6294 18.7704 threshold=0.86810946464538585 0.35562747716903692 2.7211050987243657 -2.3216673135757442 9.8691207248198509 3.3822349309921269 3.7895874977111821 0.34884640574455267 3.4433221162344596 0.058682110160589225 3.620247068523311 0.40242545306682592 -0.33340509235858912 15.866649662631604 -3.5419051647186275 3.4051711981388286 0.10540475696325304 0.14958461374044421 0.24591194838285449 15.866649662631604 3.4051711981388286 5.340548276901246 0.28518852591514593 16.705599394648608 0.44009289145469671 1.0000000180025095e-35 7.2513961674474068 1.0000000180025095e-35 0.34757506847381597 0.44836540520191198 decision_type=2 2 2 2 2 2 2 2 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 8 14 6 11 9 12 16 -4 -10 -3 -5 24 -1 21 -2 23 -17 22 28 -8 -6 25 -7 29 -19 -18 -11 -12 right_child=1 5 4 7 19 13 15 -9 10 20 17 -13 -14 -15 -16 18 27 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0344454167567078 -0.011230775960162691 0.0086519999674731785 -0.0073189489747803003 -0.014726690429003946 0.010132296627553099 0.018573598156549197 0.0051631298364876671 -0.0015469809157438179 0.019047733251716509 -0.00045026532734556698 -0.005664083792910779 0.017961516410080914 -0.0087269104926979268 0.038355286179326611 -0.022571341295608772 0.025371905570086159 -0.0052064327989286762 -0.00050011210953280203 0.011499315531316931 0.03023542802895602 0.0067429423130713362 0.015454697473191002 0.021663364392131422 0.022856315802547201 0.034735638281227145 0.0023850853645704696 0.0077342801165775294 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19.1812 18.9385 21.1057 18.7426 threshold=1.9098676443099978 -1.2297213077545164 0.37036058306694036 3.1798011064529423 0.336111530661583 -3.0189130306243892 3.4433221162344596 7.1471188952763569 0.055397331714630134 0.43509620428085333 16.35319840055201 1.0000000180025095e-35 5.340548276901246 0.32050831615924841 0.18848738819360736 2.8256129026412968 15.866649662631604 0.34757506847381597 4.2635042667388925 15.126169668732652 0.83123061060905468 3.5974275744411117 0.41566370427608496 0.20905135571956637 0.048095244914293296 0.069986717423075731 0.096323093411619723 0.33530995249748236 0.068427816033363356 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 5 3 7 9 -1 12 8 -2 -3 14 16 17 -7 18 -13 22 27 23 -9 -6 -11 -4 -8 -25 -26 -21 28 -5 -19 right_child=2 4 11 6 20 13 10 19 -10 21 -12 15 -14 -15 -16 -17 -18 29 -20 26 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.031254278558833171 -0.010584216792007552 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514.61812468059361 90.182681856211275 813.72096425504424 1794.1166565796884 331.81800034822663 217.83851119084284 945.27483654621756 274.0106059894897 12.219884417019783 143.11357308007427 1246.2671036134998 12.913843825779621 leaf_count=10048 11557 25327 14727 4552 6773 13734 366 17326 56226 26274 1144 2004 3435 3852 5463 5307 1321 13569 9317 933 9025 22134 3806 4079 15623 4615 93 2666 18281 123 internal_value=2.00327e-11 -0.00877804 0.00630145 0.00414817 -0.00558665 -0.0207617 0.00837081 0.00053983 -0.000990419 -0.00757912 0.0123454 0.0180814 0.00485903 -0.0168758 0.0116037 0.0245285 0.0152324 0.00378761 0.0100547 0.00537097 0.00247121 -0.00566847 0.0138635 0.00789094 0.00735708 0.00885264 0.0207291 0.00118577 0.00014458 0.00799744 internal_weight=23007.8 9614.53 13393.2 11323.4 7592.53 2021.99 5217.57 6105.83 4637.06 6087.32 2447.52 2069.83 2770.05 1475.54 2366.32 634.335 1435.49 2545.67 1985.57 1468.77 1505.21 3900.51 1312.48 1470.95 1437.12 1219.29 102.403 1573.31 1430.19 972.366 internal_count=313700 117167 196533 169368 89533 27634 83233 86135 67783 73735 40607 27165 42626 17586 39463 7311 19854 39191 34000 18352 15798 48408 18533 24683 24317 20238 1026 25499 22833 13692 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 4 6 8 4 11 11 0 4 4 11 0 4 11 11 9 4 0 6 10 5 4 6 1 6 split_gain=1316.62 399.907 369.076 164.741 142.515 89.1442 61.8375 63.744 55.4846 45.5083 43.7518 36.4927 33.6247 32.8626 31.9231 28.8635 28.8192 26.1104 25.7137 24.0687 23.0668 22.0188 20.6989 20.5234 20.5433 19.134 18.9585 18.3965 16.8983 16.3997 threshold=2.0083762407302861 -1.137674033641815 0.36903019249439245 3.63657557964325 0.336111530661583 -2.8060469627380367 14.88589658650619 0.055397331714630134 0.92857142857142871 3.4433221162344596 0.43509620428085333 4.0180888175964364 0.32050831615924841 3.4051711981388286 3.620247068523311 2.5500247478485112 0.43175138533115393 9.1605513905895268 0.83123061060905468 5.340548276901246 1.0000000180025095e-35 3.5974275744411117 0.34702771902084356 0.12524849921464923 0.068559881613479604 4.1716660591936634 6.6156313898353361 0.34330843389034277 1.0000000180025095e-35 0.12713324278593066 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 10 -1 7 17 13 22 29 16 -7 19 -11 -16 26 -2 -6 -5 21 28 27 -15 -25 -13 -4 -9 -12 -3 right_child=2 4 11 8 18 12 -8 9 -10 14 20 25 -14 23 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.029079900394833637 -0.0087749652996161054 -0.014568808442814321 0.010274276299415611 0.004990483423528075 -0.0015789475894846788 -0.018342651178316453 0.021727042503562968 -0.0023436960376020059 0.028221806276548102 0.020788064459516725 -0.0092724744352181039 0.022916844612299692 -0.0077914507294367212 0.0056721564685215681 0.00029320101778822872 0.0065691391216349052 0.025921882455847201 0.0036945580134744296 0.0061405544609588868 0.015715257979673353 0.0012678514193591177 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internal_value=1.26879e-11 -0.00817543 0.00644258 0.00418046 -0.0050625 -0.0198362 0.00167822 0.00129761 0.00980261 0.0023756 -0.00711349 0.018113 -0.0156818 0.0089674 0.00501115 0.00441099 0.0157564 -0.00613786 0.00292842 0.00628816 -0.00534765 -0.00610005 -0.000110413 0.0125224 0.0145429 0.0249352 0.014076 -0.000668172 -0.00824342 -0.0106941 internal_weight=22497.5 9915.28 12582.2 10539.3 7826.05 2089.22 7293.3 7157.42 3246.02 6251.13 6227.64 2042.86 1441.41 3105.22 3034.31 2923.12 1518.36 906.29 1598.42 1770.72 4170.77 3744.86 3216.82 1334.5 1030.54 524.499 1302.97 3052.82 2004.58 2056.86 internal_count=313700 123259 190441 162963 94348 28911 109651 108149 53312 89748 77408 27478 17599 50976 44499 43314 19143 18401 16940 27839 53143 47445 45249 23137 17711 8335 17100 42566 25658 24265 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 4 11 6 11 4 11 8 0 4 6 7 11 0 0 5 10 4 6 10 4 8 4 10 6 4 split_gain=1248.7 444.74 285.743 224.085 73.9385 65.5914 56.4745 54.1488 50.1581 47.0156 42.8279 31.9558 31.4831 29.5409 28.4589 24.3527 23.8479 23.493 23.4856 20.4437 20.2119 19.9783 20.4666 19.4923 18.633 20.4409 18.3111 18.1946 17.7513 16.6911 threshold=1.3639739751815798 0.36201761662960058 -1.9431035518646238 3.1798011064529423 0.33375316858291632 3.4051711981388286 3.5142571926116948 0.071764625608921065 -0.33340509235858912 3.4433221162344596 -3.5419051647186275 0.81666666666666676 0.42004290223121649 8.81591058694063 0.34966887533664709 0.18848738819360736 2.5500247478485112 0.40242545306682592 0.33141300082206732 3.5580127966761679 0.00037216254469640836 16.126773603130491 0.048095244914293296 0.035834346059187457 7.8747893248255281 0.38750000000000007 13.721631221216962 0.069986717423075731 0.068427816033363356 2.555843120094428 decision_type=2 2 2 2 2 2 2 2 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 10 7 8 14 17 13 -4 -9 -1 15 19 -2 18 21 -11 -3 28 23 -14 22 -7 -8 -6 -26 -18 -24 -5 -12 right_child=1 6 4 5 24 11 12 9 -10 16 29 -13 20 -15 -16 -17 26 -19 -20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.031850610132622005 -0.0089446146128453977 0.010223311093777221 -0.01374134454838696 -0.0082344910256432063 -0.0033822222082339403 0.00050761301487787364 0.021669340801858592 -0.002096852118986288 -0.0071160966811415751 0.00094197372720519995 -0.023645145594095356 0.024898091550376859 -0.011886861692734814 0.0022117210646508006 0.0083544588322669588 0.018437861394526422 0.0055561694696374129 0.017606305482332725 0.013730238023082257 0.033072675061240703 0.034760970677244027 0.029871496493832125 0.011695965043203639 0.011456977818366066 0.017658187260929364 0.00086872875760976998 0.022601498805896975 0.0035731270853486688 0.0019493469710693402 -0.015301233400104666 leaf_weight=374.9198698366381 960.41116273761145 1142.7206491145334 1511.1426577490056 175.64686663029715 826.11200269195251 240.90547780820634 400.94630334328394 3231.9811731238588 3219.6367521125358 1802.7653140167531 457.85481282661203 147.7556428744283 8.7580675641074759 274.71026488638017 978.86214146627754 294.07605853854329 1134.0225008382986 587.23309653130127 136.30819306327612 83.835494866711088 183.75642007112037 40.729787864140235 1149.8843171967746 289.78628474409925 84.751937638968229 283.81458722276147 59.707916996674612 316.49087630043505 1252.5994532062468 408.08050963592541 leaf_count=7491 18733 14946 18969 4766 8693 4976 7053 44254 38522 24638 6143 2509 91 3792 14533 4146 16919 6046 2925 1429 2273 647 19715 4757 583 3072 662 5990 19254 5173 internal_value=-9.53524e-12 0.00495095 -0.0102897 0.0025132 -0.00754834 0.0076194 0.0159752 -0.000725045 -0.00923239 0.000412859 -0.0233803 0.0114254 0.0217814 -0.00646327 0.0043425 0.0104506 0.0031198 0.0127295 0.00183243 0.0190829 0.0326388 0.00910682 0.00861145 0.0173849 -0.00087971 0.00472947 0.00640874 0.0099428 0.00069693 -0.019713 internal_weight=22060.2 14893.9 7166.31 12196.9 5925.46 4733.26 2697.04 7463.6 4730.78 6228.48 1240.86 2189.84 967.083 1235.12 2543.42 2042.09 2996.5 1729.95 1564.55 774.568 192.514 1748.01 1707.28 690.733 1194.68 368.567 1193.73 1466.38 1428.25 865.935 internal_count=313700 225054 88646 188459 69839 79461 36595 108998 57491 86473 18807 37983 15603 22525 41478 35474 42219 20992 26945 13239 2364 31328 30681 11810 12348 3655 17581 25705 24020 11316 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 4 11 11 6 1 11 4 0 4 6 7 11 0 0 6 4 8 11 1 11 5 10 6 10 10 split_gain=1182.6 404.729 279.596 203.218 71.0965 64.1163 51.5802 49.5059 48.8246 38.1248 36.2194 30.5634 30.0291 29.7731 26.5387 26.4106 24.418 23.7265 21.6148 20.6342 17.9849 18.4368 17.7586 17.62 19.3755 17.1775 19.0668 16.36 16.1212 15.9762 threshold=1.4207190871238711 0.36201761662960058 -1.616288900375366 3.1798011064529423 0.33375316858291632 3.4051711981388286 -2.8060469627380367 3.5142571926116948 0.15391428768634799 1.0000000180025095e-35 0.43509620428085333 12.82518644689827 0.42004290223121649 16.35319840055201 0.34966887533664709 0.18848738819360736 2.3910034894943242 0.33141300082206732 0.40242545306682592 0.048095244914293296 7.8747893248255281 0.38750000000000007 4.3299207687377939 1.0000000180025095e-35 4.0180888175964364 3.5580127966761679 0.040194509171689326 0.12713324278593066 0.00037216254469640836 0.069986717423075731 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 8 10 14 -1 18 11 16 27 -2 22 15 17 19 -10 -5 -3 -7 -6 -22 -9 24 29 26 -24 -4 -14 -21 right_child=1 7 4 5 20 13 -8 12 9 -11 -12 -13 28 -15 -16 -17 -18 -19 -20 23 21 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028065758481649085 -0.0049435198630575451 0.010072188649200118 -0.014810215638743506 0.000539468090524316 -0.0028308935927665894 0.00099402947647332348 -0.016762032794701651 0.014343137546124728 -0.0023474428265832176 0.007150806065694645 -0.0058230867683709102 0.012213031450555403 -0.012293735850020436 0.031246827689575159 0.0080870488686088943 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1215 91 1006 14533 5230 30550 2925 5974 9874 571 3083 3292 5693 7937 821 1816 19671 2273 3065 internal_value=3.31807e-11 0.00495896 -0.00989835 0.00259136 -0.00688655 0.00748122 -0.0214427 0.0156089 -0.000573384 0.0011122 -0.00857832 -0.00420675 0.0211051 0.0112648 0.00419688 0.0106433 -4.71335e-05 0.00172697 0.0125235 0.00911994 -0.000297137 0.00515083 0.018489 0.0104351 0.00853643 0.0235462 0.0209503 -0.0111687 0.032041 0.00565774 internal_weight=21683.4 14446.1 7237.33 11818.7 5739.86 4643.7 1497.48 2627.42 7174.99 4901.22 4567.25 2273.77 944.656 2157.86 2485.84 2092.78 4111.81 1520.48 1682.76 1737.72 1172.61 372.238 762.298 1495.65 1116.16 343.402 298.691 2354.04 182.359 729.315 internal_count=313700 222555 91145 186222 68601 79461 22544 36333 106761 70412 56332 36349 15603 37983 41478 36977 58725 26945 20730 31747 12269 3654 13239 26569 20876 5929 5108 29237 2364 12939 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 4 6 11 11 4 0 6 11 0 1 4 0 2 4 4 4 5 4 11 9 5 1 4 6 split_gain=1130.89 331.392 310.475 142.493 113.036 67.5761 62.7822 41.3977 37.3817 37.1122 31.7057 28.8931 27.5901 27.5764 27.531 26.3594 24.9591 25.2637 22.9062 22.2593 19.1588 18.6991 17.346 17.1942 17.0141 16.5283 16.2063 15.9486 15.87 15.7805 threshold=1.9298174381256106 -1.2297213077545164 0.36903019249439245 3.1798011064529423 0.336111530661583 -2.8060469627380367 9.7831792783228142 0.14813487976789477 4.0180888175964364 0.43509620428085333 12.82518644689827 0.43175138533115393 0.34757506847381597 0.38569867610931402 0.32050831615924841 1.0000000180025095e-35 3.4051711981388286 0.33141300082206732 1.0000000180025095e-35 3.620247068523311 3.5974275744411117 16.35319840055201 4.1716660591936634 6.6156313898353361 5.998493194580079 1.0000000180025095e-35 5.3092282338489349 1.0000000180025095e-35 3.620247068523311 0.068427816033363356 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 9 -1 12 10 11 -3 -2 23 16 -6 -7 -9 17 29 -14 -18 25 24 -10 -4 -8 -11 -25 -15 -22 -5 right_child=2 4 8 6 13 14 21 15 22 20 -12 -13 18 27 -16 -17 19 -19 -20 -21 28 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.027473136844907767 -0.0044817401386766046 -0.01027236895866568 0.0089099167237770716 -0.0079419206393343961 -0.003712726604527765 -0.017885935595820635 0.014109712272701214 0.0011208759849871911 0.021898427658889857 -0.008138889986321049 0.014595494146840143 0.024435399193448511 0.0091050654407687556 0.0033709218478170655 -0.0077334093334858588 0.0076797882248096222 0.032644059054202125 0.013073823709349772 0.040992076149229395 0.007197126748885274 0.013117804462768343 0.031223454942957325 0.039657487821173204 0.015146387138037251 0.053454048876235748 0.00066737817414017889 0.043170914250092139 0.013245391458865547 -0.0034099414918535632 0.0018627042054065064 leaf_weight=607.73218889650889 1516.3432083221269 2015.3241428650217 588.51981640368467 168.91928958329663 463.50908342417097 946.3037168631563 494.01675306310062 3252.1843881294481 452.9090258856013 1803.2666011740075 82.681176864891313 219.81655636895448 1548.2859407315991 823.90638287263573 322.25090630096383 664.06393870527972 31.86502767750062 164.89867253132979 20.54438917041989 1062.603745240689 53.985842390917242 72.181110811070539 55.573292598128319 644.21813148766523 10.094190174131652 214.64909345432534 19.122881849529222 179.23505576103344 1661.5187597006443 1178.4012909738085 leaf_count=11312 26107 25327 8524 4766 4623 12738 8692 47641 7416 23924 1018 2100 25927 8981 3584 9906 425 3369 268 18790 590 1123 919 8826 205 2848 189 2453 21981 19128 internal_value=7.50868e-12 -0.00801573 0.00595044 0.00385275 -0.00509501 -0.0192476 0.00766032 0.000572244 0.0168269 -0.00699161 -0.00349531 0.014404 0.00637924 0.00233899 -0.0153069 0.00223305 0.00448739 0.00199001 0.00952264 0.007938 -0.00522064 0.0169424 0.0238394 0.0126426 0.0148975 -0.00720215 0.0159543 0.00513523 -0.00288982 0.000633457 internal_weight=21338.9 9091.68 12247.2 10267.1 7215.39 1876.29 4751.81 5515.27 1980.16 5748.74 1599.02 1471.68 4175.52 1466.65 1268.55 3916.25 2606.69 1512.22 1568.83 1094.47 3733.42 576.292 508.482 1251.86 504.111 2017.92 663.341 1003.14 1715.5 1347.32 internal_count=313700 118361 195339 167365 90727 27634 82693 84672 27974 74670 27125 19639 72673 16057 16322 57547 46478 27263 26195 19215 49343 10020 8335 17539 8897 26772 9015 11434 22571 23894 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=11 0 11 11 4 0 11 11 6 11 6 4 4 0 4 11 4 4 4 7 4 1 7 0 0 11 4 10 5 4 split_gain=1069.01 356.815 247.946 179.906 68.8618 63.0736 55.7623 46.1146 41.0847 35.134 35.104 29.0499 28.1672 25.6427 25.1605 21.1846 20.6482 20.1952 19.4947 23.0746 17.7965 17.7664 17.4407 16.7795 16.5423 16.4369 16.3671 16.3053 14.918 17.4923 threshold=1.4207190871238711 0.35562747716903692 -1.616288900375366 2.7211050987243657 9.8691207248198509 0.33375316858291632 3.3822349309921269 -3.5419051647186275 0.055397331714630134 -0.33340509235858912 0.10540475696325304 3.4051711981388286 3.3690377498030597 0.40242545306682592 15.866649662631604 3.63657557964325 3.620247068523311 3.620247068523311 5.8374711081549977 0.16834183037281039 3.5974275744411117 1.0000000180025095e-35 0.2135785445570946 0.44009289145469671 0.3526489138603211 3.852384209632874 7.1471188952763569 0.029117805755401797 4.7850399159295867 15.637301171171538 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 10 8 9 13 -1 18 -4 26 15 -12 -3 23 -10 -13 -14 -5 -20 -11 -7 25 -8 -9 -18 -2 -28 29 -6 right_child=1 6 5 4 28 21 14 24 11 20 12 16 17 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.029809294407105228 -0.0089009713995086611 0.0084578872453139175 -0.012633668841460511 -0.0076789878043072544 0.011947493051406115 -0.0018400365595484119 0.017103907238035586 -0.018751519783364944 0.0012600938063394712 -0.0086068964840516175 -0.0029943815212121745 0.022107047088599889 0.016130697118741606 0.016461864443616837 0.03458294116945166 0.006255274389335614 0.0048676892845914265 0.0014662718521428577 -0.0010080045083878308 0.02435699545481209 -0.0041079895994856098 0.0092446711051707084 0.016518874696690153 0.032504127396531947 -0.0067663640533137887 0.011320701329170896 0.0033914288780817377 -0.011384789047091408 0.036529897173197622 0.026173539561818549 leaf_weight=363.94874307124701 798.5432093947602 1202.9536857078929 1214.0160048756516 334.09346956183435 529.66701999574434 998.77288512478117 975.72495376472943 976.80290879619133 1588.0653636267525 1813.9273571856902 1994.8900212247827 93.030637121759355 88.986125620314851 514.23988841939718 90.686339731793851 1472.7553308834467 1241.3343993045564 1684.1668860531645 156.945571802411 40.635252189385938 1403.7206969773979 149.63136568490881 180.21262655343162 68.12006487022154 115.94841727952007 497.68073810864007 230.4452923538629 94.886192570556886 27.722033626632765 91.18051458359696 leaf_count=7491 14919 16743 15826 9617 8843 10444 17893 13679 25078 22641 27664 1126 1134 5454 1323 23935 20608 24847 3110 745 17865 1825 2965 921 1374 9243 3041 1396 497 1453 internal_value=-5.34713e-13 0.00479539 -0.00953859 0.00237249 0.00574368 -0.00666134 0.0142647 -0.0205603 0.00467277 -0.00828498 -0.0019369 0.00550428 -0.000548987 0.0108548 0.0194257 0.00366359 0.00830414 0.00220221 -0.0032613 0.00420866 -0.00664422 -0.000395754 0.00763507 0.0181089 -0.0174798 0.00671445 -0.00659017 -0.000918203 0.0149982 0.0140368 internal_weight=21033.7 13997 7036.77 11145.2 6253.32 5580.07 2851.72 1456.7 5604.75 4431.66 4891.92 5073.08 3768.04 1717.19 1134.53 3060.82 2012.26 1773.15 531.674 197.581 3217.65 1148.4 1919.23 1043.85 1092.75 1739.02 1123.87 325.331 648.57 620.848 internal_count=313700 222555 91145 180221 107220 68601 42334 22544 96427 56332 73001 82955 53645 22197 20137 49013 33942 25981 13472 3855 40506 12269 32816 18814 15053 29851 19356 4437 10793 10296 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 4 6 11 1 4 11 8 1 0 0 11 6 0 9 6 4 4 7 4 6 0 4 4 5 split_gain=1023.87 296.089 273.466 126.56 97.2207 64.0616 57.7403 37.1678 35.6986 34.6675 29.8161 28.0917 27.7059 26.1768 25.6727 23.9107 21.8186 21.2288 24.3693 17.8284 17.676 17.8335 20.2 17.1401 16.6544 16.2221 15.8235 15.1563 21.5445 15.1283 threshold=1.9098676443099978 -1.137674033641815 0.36903019249439245 3.1798011064529423 0.336111530661583 -2.8060469627380367 3.4433221162344596 0.15391428768634799 4.0180888175964364 1.0000000180025095e-35 12.82518644689827 0.43509620428085333 0.81666666666666676 1.0000000180025095e-35 0.40828531980514532 0.32050831615924841 0.38569867610931402 0.34966887533664709 0.33141300082206732 1.0000000180025095e-35 0.048095244914293296 9.8181934562204969 3.620247068523311 0.24242554605007174 3.5974275744411117 0.28346157073974615 0.36903019249439245 3.3587751318306944 3.620247068523311 4.1716660591936634 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 9 -1 17 10 14 11 -2 25 20 27 -4 -7 -6 18 -5 24 -8 22 -22 -24 -13 -3 -18 -9 -29 -10 right_child=2 4 8 6 16 15 12 13 29 -11 -12 19 -14 -15 -16 -17 26 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.026412283079699676 -0.004149379316115147 -0.013080035601801876 0.010730737709494462 0.00058298932666702395 -0.003380652875009005 -0.016880851080776745 0.0029369935939157757 -0.00086368643220397911 0.02121837595786764 -0.0005980156761906984 0.014139033013200197 -0.0088197963633986909 0.023789928268784684 0.007742815967683679 0.019171914396472273 -0.0076392774376062809 0.0012524811441522192 0.0076760467472764384 0.012837566197141067 0.00061479984920096559 0.028354859531247591 0.016885271330706001 0.0083510910557968929 0.031874572779682885 -0.0040903831975412485 -0.0070018500666947587 0.0089789768076465187 0.018521531474700776 0.0024479287817661568 0.038233223734830304 leaf_weight=590.34567474196956 1532.2061075755919 1028.7278788528056 929.92405237001367 1311.7964845331153 437.13347407133551 995.06681538873818 273.11240787190036 1659.0782611066534 441.03639378707157 731.19772449356969 84.664186846115626 1503.6838440915453 140.99826540867798 645.46887904980395 497.88893443078268 337.4011860655155 534.98840997501975 961.29599556933681 164.34230198607838 335.90582983984496 49.587624633684754 381.01190199288249 1303.3213977270352 28.486724373215111 1208.8679563505866 641.68936422537081 430.51699938738602 79.223155598156154 1424.8081880372483 52.643908670288511 leaf_count=11312 27418 13233 14133 24058 4408 13731 5980 24055 7416 10149 1067 20381 2649 9806 5607 3868 6486 15038 3404 4796 598 6742 23703 521 15887 8227 4689 875 22544 919 internal_value=1.72329e-11 -0.00778256 0.00570995 0.00372542 -0.00486357 -0.0181856 0.00737798 0.000619184 0.0160787 -0.00667633 -0.00319174 -0.00761817 0.0109295 0.00223705 0.0136742 -0.0145407 0.00218008 0.00420666 0.00194732 -0.00590476 0.0100386 0.0111391 0.00955426 0.00885425 -0.0067121 -0.0107451 0.00469771 0.00111354 0.00329459 0.0230328 internal_weight=20736.4 8775.53 11960.9 10039.4 6852.71 1922.81 4613.95 5425.45 1921.49 5450.07 1616.87 4718.87 2176.52 3808.58 1427.81 1332.47 1402.64 2437.43 1476.14 3048.46 2035.52 1762.41 1381.4 1331.81 2712.55 1670.42 965.505 3163.11 1504.03 493.68 internal_count=313700 117167 196533 168458 88256 28911 82693 85765 28075 72673 28485 62524 40193 57280 19740 17599 15583 42500 27462 41064 37544 31564 24822 24224 36268 21460 11175 47474 23419 8335 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=11 0 11 11 4 11 0 4 4 11 4 6 0 6 0 6 0 11 6 11 1 7 11 1 7 4 4 9 7 4 split_gain=977.199 349.93 211.543 169.345 62.1187 60.304 41.2848 39.9894 35.4404 34.2937 31.774 29.6211 27.3622 24.5188 24.0274 23.9891 23.4266 21.8077 20.5545 19.1637 18.0548 18.0511 17.6108 17.5683 15.3496 16.8164 15.1793 15.0272 13.8407 13.5692 threshold=0.86810946464538585 0.35562747716903692 2.7211050987243657 -2.3216673135757442 3.4051711981388286 3.6012072563171391 0.39052157104015356 3.4433221162344596 3.620247068523311 -0.33340509235858912 11.322927770719508 0.068427816033363356 0.40242545306682592 0.10540475696325304 0.20905135571956637 0.044553544372320182 0.42004290223121649 -4.3557312488555899 0.48556268215179449 4.8003745079040536 1.0000000180025095e-35 0.14958461374044421 3.8751226663589482 1.0000000180025095e-35 0.13719713687896731 6.2102312547634524 16.705599394648608 1.0000000180025095e-35 0.13430631160736087 13.340131671191317 decision_type=2 2 2 2 2 2 2 2 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 7 17 11 12 9 13 -9 20 14 -4 29 -2 18 -16 -7 -1 -6 -13 -5 23 -17 26 -11 -26 -10 -20 -19 -3 right_child=1 5 4 6 10 16 -8 8 21 24 -12 19 -14 -15 15 22 -18 28 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.031253945365448212 -0.010073271042523179 0.0071253347807172102 -0.0068862216780740748 -0.013230250306034906 0.02329426732110482 0.017373732145036409 0.0054302546970414643 0.017579743158254724 -0.0039180105906498671 -0.0097600105106061229 0.016537274230193071 0.0027218679032089202 0.015590681219807282 -0.003378974683144039 -0.0015026369517240289 0.0060089560504858449 0.030259123248994435 -0.027580898831289717 -0.011560882803566973 0.010459549207524428 -0.0035933484243049867 0.0028912656276261 0.012239040437716496 0.0033835998426869243 -0.006606995911134895 0.0014662450755950896 0.021588549040149719 0.024116692372159163 -0.017722759126312364 0.017439174606093601 leaf_weight=227.70284166594502 611.97997389598459 1326.0013854856079 265.81208139920636 1762.7478082263842 144.76272732682992 750.58197131601628 176.66566089633852 101.40368777606636 1535.1901874310279 936.29741018399363 407.05223194546124 2630.2814617673866 609.89493917264917 2520.3900405218446 285.33749154652469 1422.7441614339477 152.84523154422641 177.10080820199801 31.337634760886431 323.50167065105052 194.24980674393009 969.97248396757641 572.7374044500757 414.10934686817927 992.79799672702211 303.10434867470758 21.289778689155355 16.075427993404446 463.99053957464639 125.68528667290229 leaf_count=4975 10976 19277 7612 23178 1719 14612 1761 1238 24264 12150 6958 42150 6835 35451 6631 24380 2186 2884 303 6096 2573 13172 11036 6397 12070 3316 272 335 7175 1718 internal_value=7.62004e-12 0.00384133 0.00160696 -0.0111828 0.00556947 0.0130907 -0.0087757 -0.00230761 0.000142343 -0.00937479 0.00877044 0.00270609 0.0102585 -0.00468686 0.00749203 0.00663367 0.0195537 -0.0232787 0.0176793 0.00356931 -0.0122737 -0.000458976 0.0077971 -0.00210805 -0.00683329 -0.00471871 -0.00356913 0.000535621 -0.0204461 0.00801829 internal_weight=20473.6 15239 12274 5234.66 6099.64 2965.01 4365.86 6174.34 3041.97 4189.2 2880.05 3219.6 2061.58 3132.37 2472.99 2280.82 903.427 868.794 192.176 2953.78 1957 2940.56 1995.48 1970.59 2232.2 1295.9 1556.48 47.4131 641.091 1451.69 internal_count=313700 243618 198990 70082 107220 44628 55048 91770 45343 53287 51362 55858 27830 46427 44404 42047 16798 15034 2357 48246 25751 44105 35416 30933 27536 15386 24536 638 10059 20995 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 4 11 11 11 4 11 6 1 0 4 5 11 4 4 1 7 9 0 11 0 4 0 9 1 0 split_gain=941 273.309 247.279 99.0583 94.2793 44.8207 44.2796 42.7968 41.0842 35.4843 29.5817 25.285 23.7839 22.6533 22.3795 20.4665 18.832 18.7881 17.8244 17.6169 16.7866 14.9323 14.6495 14.5719 18.1951 15.8851 14.5626 14.5669 14.5271 17.1895 threshold=1.9098676443099978 -1.616288900375366 0.35562747716903692 3.63657557964325 0.33375316858291632 3.4051711981388286 -3.5419051647186275 0.43509620428085333 3.3822349309921269 3.4051711981388286 2.6127787828445439 0.14995443075895312 1.0000000180025095e-35 0.39471893012523657 15.866649662631604 4.96727735829033 0.23119770735502246 15.350336176119335 3.620247068523311 1.0000000180025095e-35 0.1997562572360039 1.0000000180025095e-35 0.25791908800601965 4.7437663078308114 0.30717571079730993 14.726705966340669 0.28488664329051977 1.0000000180025095e-35 1.0000000180025095e-35 0.23715520650148394 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 11 -1 -3 13 -5 18 -2 16 -4 -10 22 -6 28 -7 21 -18 -9 -11 -24 -25 -26 27 -13 29 -12 right_child=2 4 8 9 12 10 -8 19 14 15 17 26 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.029052455648908862 -0.0057948757656501853 -0.010261957971678417 0.00762165037920709 0.0051236913439304385 -0.0053167530917906805 0.017453254525156548 -0.016645899669244877 -0.0065310423058367231 0.017144504989879159 0.017962544972952601 0.012060826741587562 -0.0023891924732331593 0.010159134973154989 0.015606002434791938 0.033247754199483587 0.032453696084718618 0.0007132973500745079 0.022166778976953079 -0.000215225464230294 0.00030444901672007442 0.012864051128896848 0.00025824774092229359 0.0075636618072566228 0.029527079925280746 0.0067351502593693312 0.04749514419849217 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14.1956 13.9919 13.9288 13.6854 17.4031 13.2284 threshold=1.4207190871238711 0.35562747716903692 -1.9431035518646238 2.7211050987243657 3.4051711981388286 0.33375316858291632 3.3822349309921269 -0.55156993865966786 -3.8925398588180538 0.15391428768634799 11.322927770719508 0.068427816033363356 0.20905135571956637 0.044553544372320182 3.3690377498030597 0.40242545306682592 15.866649662631604 3.5974275744411117 0.34966887533664709 0.336111530661583 3.8751226663589482 2.555843120094428 7.2513961674474068 5.998493194580079 0.029117805755401797 0.13487846404314044 1.0000000180025095e-35 1.0000000180025095e-35 0.25034973025321966 0.44009289145469671 decision_type=2 2 2 2 2 2 2 2 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 8 9 11 7 15 -4 -1 22 12 -5 -6 -14 -11 -3 29 27 19 -13 -15 25 -2 -20 -24 -10 -7 28 -9 -8 right_child=1 6 5 4 10 26 16 17 21 14 -12 18 13 20 -16 -17 -18 -19 23 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.029700660530242898 -0.006809206029765303 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1452.180255586456 1125.2066472838196 86.231899736623745 545.80954501300585 397.30217723108944 277.14202966063749 22.045715389074758 109.13816336670425 333.0520187105285 149.54617773089558 194.69226363010239 801.41056761876098 63.841079876059666 leaf_count=6226 20177 16743 15804 7612 2357 11007 17893 11344 1812 24563 6958 27681 6631 24380 22785 5454 1323 19282 17977 2062 11036 5698 3728 526 1748 5071 1856 2677 10368 921 internal_value=2.31375e-11 0.00454765 -0.00897657 0.00232388 0.00539201 -0.00662063 0.0133133 -0.00806976 -0.0207549 -0.00159695 0.00849693 0.00264048 0.00727573 0.00635426 4.25942e-05 0.0101832 0.018069 -0.00646038 0.0034662 0.0016223 0.00749007 -0.0178131 -0.0050532 0.00625555 -2.75277e-05 -0.0217391 -0.000936261 -0.00835431 -0.00924061 0.01684 internal_weight=19949.6 13241.4 6708.24 10561.9 5925.27 5590.09 2679.46 4454.5 1118.15 4636.63 2783.86 3141.41 2395.77 2206.74 3144.82 1615.91 1063.55 3299.43 2882.75 1735.5 1929.27 841.438 1491.81 1147.25 386.28 444.136 1135.59 1847.25 1652.56 981.115 internal_count=313700 222555 91145 180221 107220 72338 42334 59475 18807 73001 51362 55858 44404 42047 47348 22197 20137 43671 48246 29743 35416 12581 25653 18503 5476 6883 12863 24389 21712 18814 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=11 0 11 11 4 11 0 4 4 11 11 6 0 0 11 6 4 6 4 11 4 7 1 1 4 7 4 1 9 1 split_gain=864.946 301.128 180.072 151.21 54.9929 51.3455 36.3178 35.9298 32.748 28.4945 26.7684 24.3374 23.7678 21.5997 20.5281 19.7519 19.1767 17.4382 16.4537 16.1399 15.4496 15.1462 15.1532 14.9053 13.5615 13.3564 13.9511 12.976 13.8401 12.9241 threshold=0.86810946464538585 0.35562747716903692 2.7211050987243657 -2.3216673135757442 3.4051711981388286 3.3822349309921269 0.39052157104015356 3.4433221162344596 3.620247068523311 -0.33340509235858912 4.2956635951995858 0.068427816033363356 0.38025541603565222 0.23817489296197894 -3.8925398588180538 0.10540475696325304 15.866649662631604 0.044553544372320182 14.295205250615984 4.8003745079040536 9.4415595472244043 0.15073876827955249 1.0000000180025095e-35 1.0000000180025095e-35 16.705599394648608 0.13719713687896731 6.2102312547634524 1.0000000180025095e-35 1.0000000180025095e-35 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 2 7 14 11 12 9 15 -9 23 13 -4 -3 -6 -1 -2 -7 -15 29 -13 -19 22 24 -5 -10 -11 -27 28 -17 -14 right_child=1 5 4 6 10 16 -8 8 21 25 -12 19 18 17 -16 27 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.029179183710185554 -0.0093692340628984197 0.0055498645819926752 -0.0063217993451906368 -0.012577836199303499 0.014236134078791913 0.01653745222263029 0.0049288308350041183 0.016661656073988604 -0.0035697556676950477 -0.0094255237098955502 0.015088728629575231 0.0025900038487347539 0.0088244063103340951 -0.0010992496623835305 -0.019128176494514176 -0.0051003852395640039 0.031798777232737913 0.0054524868239297173 0.023440690535554497 0.0099329256890347307 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internal_value=5.99366e-13 0.0036876 0.0015732 -0.010718 0.00531576 0.0124344 -0.00841493 -0.00209616 0.000251711 -0.00899624 0.00840486 0.00257337 0.00935907 0.00709297 -0.0224381 -0.00440745 0.0177017 0.00590803 0.0124768 0.00336902 0.00704499 -0.000355871 -0.00186555 -0.0116876 -0.00324028 -0.00663645 -0.00463322 -0.00321434 -0.00405273 0.0111132 internal_weight=19695.9 14654.1 11801.3 5041.85 5842.36 2852.79 4213.83 5958.92 2956.07 4037.92 2747.5 3094.85 1801.18 2296.71 828.022 3002.85 1051.61 1969.93 990.485 2840.75 1694.92 2850.53 1930.48 1886.42 1523.04 2151.5 1252.15 2420.75 2112.91 880.921 internal_count=313700 243618 198990 70082 107220 44628 55048 91770 45343 53287 51362 55858 24491 41892 15034 46427 20137 37527 12467 48246 31112 44105 31294 25751 24818 27536 15386 35451 30551 11229 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 4 11 11 4 6 11 0 0 5 0 6 11 11 0 0 4 11 0 4 0 0 6 1 7 1 split_gain=836.777 231.151 213.826 107.68 64.8671 42.8048 39.487 38.4895 33.0294 32.6595 28.1399 20.8198 20.4846 19.2859 18.3767 17.1405 16.9385 16.5116 17.5172 16.3561 16.3411 13.9262 15.3921 15.6258 14.3457 13.8707 13.158 13.9767 13.0618 15.3851 threshold=1.6488257646560671 0.35562747716903692 -1.616288900375366 3.1798011064529423 0.33375316858291632 3.4051711981388286 3.6012072563171391 -3.5419051647186275 7.1471188952763569 0.11025480553507806 0.43509620428085333 0.42004290223121649 0.40242545306682592 4.96727735829033 0.20905135571956637 0.34966887533664709 2.4542512893676762 0.23119770735502246 0.37300667166709905 0.33452899754047399 15.126169668732652 4.7437663078308114 0.30717571079730993 14.726705966340669 0.28740626573562628 0.3526489138603211 0.28346157073974615 1.0000000180025095e-35 0.14842355251312259 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 3 7 8 10 15 12 -1 9 -2 26 -8 -3 14 -7 19 -11 -6 -19 -5 28 -16 24 -24 -23 -9 27 -4 29 -10 right_child=1 6 4 5 17 13 11 25 20 16 -12 -13 -14 -15 21 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.027761363963996283 -0.0064345898996682263 0.007945085927575507 -0.012825856674106654 0.00065743282728464325 -0.003880392915907385 0.020015476359010534 0.016052384615723145 -0.017147269746954262 -0.00083204026423966632 -0.0019840362981051593 -0.0050953738797477202 0.028572191708008478 0.015184793096915275 0.028010242891028946 0.007458887027454477 0.006950859566298582 0.0021746063469028423 -0.00021867677022921578 0.0091981686835520791 0.014395498748248877 0.017355733300890124 0.015688739762033044 0.0043033298214336995 0.045940641619540874 0.040219789263602514 -0.0057828277233422576 -0.0066318723000127278 -0.0042481783065499053 0.0083851397658032071 0.0088363685090671225 leaf_weight=327.66218757610477 858.36836367112119 1127.6359008151048 1142.4145186073147 1250.0051105025632 466.25325583573431 134.1374701912282 723.21584028526559 911.41589222040784 639.10272564488696 1766.8445240361616 2616.6640002574713 143.21555928874295 511.20709247508785 51.23218235000968 1446.9643101673137 857.90863270727277 1759.1169424144173 477.1829126458033 283.35536474597757 83.186043244670145 81.138276423094794 56.557934493059292 91.866278951420099 8.8974763660225999 34.568613794632256 108.12705252715386 774.17496614728589 201.0534969237342 340.36622965402785 192.81668717827415 leaf_count=7491 18876 18214 15935 24422 5142 1579 14612 13679 10288 26867 36088 2186 6016 1079 28488 14097 29384 6123 3216 2054 964 996 2532 247 740 1374 10603 2699 4724 2985 internal_value=-1.10423e-12 0.00482227 -0.0080225 0.00271497 -0.00558302 0.00646943 0.0129419 -0.0188167 4.09609e-05 -0.00118681 -0.00717606 0.0181218 0.0102034 0.00986411 0.00933976 0.00364315 9.07279e-05 0.000564689 0.00328978 0.00151464 0.00433554 0.00846597 0.01606 0.00797992 0.0249945 -0.015942 -0.00974706 -0.0115422 0.00343437 0.00140884 internal_weight=19466.7 12158.4 7308.3 9653.08 5961.1 4015.32 2505.27 1347.21 5637.75 4384.33 4734.31 866.431 1638.84 1824.22 1772.99 2191.1 3525.96 1226.79 760.538 1333.19 1253.42 1638.85 191.89 100.764 91.1265 1019.54 2117.64 1343.47 1172.29 831.919 internal_count=313700 211350 102350 170322 79806 76234 41028 22544 94088 75127 65325 16798 24230 35661 34582 40573 56251 14481 9339 26476 18961 33003 4515 2779 1736 15053 29237 18634 17997 13273 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 4 4 11 11 1 6 11 4 1 0 4 6 0 6 1 4 6 0 11 0 1 4 7 11 11 split_gain=803.002 237.468 192.817 113.662 49.0676 40.4918 37.9766 36.6978 32.2691 31.8674 27.2623 26.0138 23.5007 22.6334 17.0232 16.364 16.3 15.4467 18.206 15.4135 15.9743 15.7816 14.9947 14.2513 13.3443 13.2081 13.6417 16.9669 13.0126 12.623 threshold=1.5267879962921145 0.35562747716903692 -1.616288900375366 3.1798011064529423 0.33375316858291632 3.4051711981388286 14.588812447287346 -2.8060469627380367 4.1194708347320566 1.0000000180025095e-35 0.21596458554267886 -0.33340509235858912 12.82518644689827 1.0000000180025095e-35 0.20905135571956637 10.113276331802407 0.34966887533664709 0.42563462257385259 0.2413468807935715 1.0000000180025095e-35 3.5974275744411117 0.35450923442840582 0.33141300082206732 2.51878833770752 0.37437555193901068 1.0000000180025095e-35 7.9399212764384224 0.13793145120143893 2.8256129026412968 3.6546049118041997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 9 11 16 8 -1 13 10 12 -4 -2 17 -7 -16 22 -3 -19 20 21 -13 -5 -11 -15 26 -6 -28 -26 -20 right_child=1 6 4 5 25 14 -8 -9 -10 23 -12 19 -14 24 15 -17 -18 18 29 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.024493868451804832 -0.0044572501624931737 0.0066225256986570105 -0.011164917768243391 0.00060007513185500667 -0.0039179100578037116 0.019913124083259699 0.024279306629313789 -0.014364449334373697 0.018764520150302971 0.0014848994376259193 0.00074113004927106835 -0.010494059233145557 0.011255597488400354 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15826 24020 7840 1608 3330 11232 9075 9552 45405 15895 1213 2842 26776 7277 14097 791 872 6058 16450 6132 2456 7676 2089 2073 1755 1595 2756 199 internal_value=-4.28325e-12 0.00454699 -0.00825458 0.00244639 -0.00577566 0.0063751 0.0127417 -0.0184904 0.0115723 -0.000188367 -0.00119558 -0.00721337 -0.0037854 0.00981672 0.00970386 0.00886928 0.00361545 0.00778519 0.0166751 -0.00585993 -0.00667063 -0.00862595 0.00151928 0.00462539 0.0152401 -0.000196742 -0.00152121 0.0037756 0.0185995 0.00839074 internal_weight=19254.8 12415.7 6839.13 9882.48 5505.75 3967.1 2533.24 1333.38 2300.11 5915.38 4891.83 4377.62 2093.01 1848.83 1798.14 1662.25 2168.96 1345.01 155.561 3260.77 2824.43 1612.94 1314.8 1023.55 503.821 1128.13 967.123 301.281 341.938 94.1894 internal_count=313700 217532 96168 175788 73624 76234 41744 22544 38414 99554 82326 60361 36921 29339 35661 34053 40573 21652 1862 44535 38477 22027 26476 17228 7687 13263 11190 3350 4845 1071 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 8 4 1 6 1 11 1 11 0 6 4 4 4 0 0 6 6 7 0 11 9 4 10 6 split_gain=772.344 222.792 195.156 95.7525 70.4569 46.9388 38.348 35.4344 29.4536 28.8083 25.4577 24.3642 20.7684 20.3731 18.5932 17.3892 16.9267 16.4029 16.2424 15.8273 15.4843 15.3777 15.2632 14.9121 14.3264 13.7457 13.429 12.6998 12.6322 14.3199 threshold=1.9098676443099978 -1.2297213077545164 0.37036058306694036 3.4806373119354252 0.3137232661247254 -2.8060469627380367 0.2678571428571429 15.126169668732652 1.0000000180025095e-35 0.090652398765087142 1.0000000180025095e-35 1.3362913131713869 1.0000000180025095e-35 2.8256129026412968 0.32050831615924841 0.24505117535591128 3.5974275744411117 3.3587751318306944 16.126773603130491 0.42563462257385259 0.28740626573562628 0.055397331714630134 0.58749014139175426 0.19786719232797625 0.39052157104015356 4.4022364616394052 1.0000000180025095e-35 3.620247068523311 0.045457534763952985 0.19988760352134707 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 12 -1 21 9 19 -2 17 24 15 -10 -7 16 -3 20 28 25 26 -5 -13 -18 -6 -4 -11 -19 29 -8 right_child=2 4 8 6 11 14 18 -9 13 10 -12 22 -14 -15 -16 -17 23 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024048561803159115 -0.0035250443897338292 -0.011518645491620162 0.0088109172383671816 -0.0037984477013405207 -0.003246329128399015 -0.015520187158692682 0.0079207647885893902 0.018960802322787476 0.011663375479813744 -0.0036181694392970771 0.0065484698072537442 0.0041988785632359818 -0.0012894761316600719 0.024595471898137763 -0.0067481903403165035 -0.0051135575399180629 -0.0072724049705115441 0.013111251447151273 0.028582607127729198 0.019494595395101854 0.0034322553485474109 0.0060009921420033216 0.024811838411080908 0.0063536654184496149 0.0056857059475818733 0.018604394251655523 0.0038225472150461362 0.0023681912570840099 0.0064167945223645812 0.016538117832662139 leaf_weight=536.13342947645287 1049.5253599713469 1181.3003630101448 817.53524491516873 156.07918200459244 1099.9780897328747 859.74135015340289 269.30151524677058 100.39017837273423 159.01132579066325 1317.2653248244169 887.92259073116293 569.13061791067594 598.50313337321859 353.09927097248146 291.10502246452961 1798.6997065558971 878.92090144907706 104.7672733401414 51.551510691642761 206.92742433119565 557.09871331669274 1881.3830375750549 34.277386554982513 78.760819780291058 189.44787367654499 153.14539359082119 261.66563791924273 1809.5507485795533 326.70514548294886 488.14456682465971 leaf_count=11312 22858 17150 13781 4713 14720 12738 5327 1320 2004 19011 14629 8843 8422 5307 3584 24935 12099 1293 1064 2865 11542 33775 427 966 1971 3208 3895 31764 7480 10697 internal_value=1.71749e-11 -0.00701362 0.00519789 0.00348727 -0.00446748 -0.0167169 0.00771257 0.00128505 0.0145738 0.000988702 0.001948 0.000394355 -0.00649619 0.02058 -0.0133013 -0.00728758 -0.00911575 0.000939484 0.0121299 0.0119619 -0.000867851 0.00525031 0.00536982 -0.00615178 -0.001934 0.010356 -0.00238507 0.00295614 0.0113476 0.0134743 internal_weight=19067.1 8116 10951.1 9261.35 6429.02 1686.98 3173.16 6088.19 1689.72 5987.8 4938.27 1892.83 4536.18 512.111 1150.85 3937.68 2138.98 4050.35 1135.7 1177.61 2136.03 2037.46 603.408 957.682 1289.43 970.681 1578.93 1914.32 1084.15 757.446 internal_count=313700 117167 196533 169368 89533 27634 63056 106312 27165 104992 82134 25961 63572 7311 16322 55150 30215 67505 24568 19854 34448 38488 9270 13065 16691 16989 22906 33057 23504 16024 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=11 0 11 11 4 4 0 6 11 11 11 11 7 6 1 11 0 1 4 7 1 4 11 0 0 11 1 6 4 4 split_gain=741.815 223.97 165.804 103.088 52.3898 44.4882 42.2721 29.4903 29.0883 28.4741 26.6695 25.665 20.0851 19.2262 16.8991 15.7806 15.2066 15.1188 15.155 17.2295 14.3242 14.1141 14.0839 13.5314 13.4845 12.7377 12.6503 12.4016 12.3169 12.2432 threshold=1.4207190871238711 0.33530995249748236 -1.9431035518646238 2.6127787828445439 3.4051711981388286 11.76097097943814 0.3137232661247254 0.31729927659034735 3.4651436805725102 -0.33340509235858912 -3.5419051647186275 4.2956635951995858 0.18613660335540774 0.10540475696325304 1.0000000180025095e-35 4.5608692169189462 0.31170989573001867 1.0000000180025095e-35 7.5511031365084467 0.13894565403461459 1.0000000180025095e-35 15.866649662631604 5.998493194580079 0.45210778713226324 0.20905135571956637 3.9444833993911748 1.0000000180025095e-35 0.35450923442840582 2.555843120094428 11.238635420721552 decision_type=2 2 2 2 2 2 2 2 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 10 13 7 8 9 25 14 -4 -1 12 20 -2 -3 21 -15 18 23 -20 24 -7 -9 -8 -6 26 -5 -11 -12 -26 right_child=1 5 6 4 11 15 17 22 -10 27 28 -13 -14 16 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.026428518660378382 -0.00604172943141521 0.0052826727983606783 -0.011798657299319134 -0.0037128802536869534 0.020659878984992868 0.012831417309960409 -0.0055250508188086677 0.0048634891052786655 0.01336665790846735 -0.0072773611897219087 -0.019764437529201491 0.01534572366015664 0.013141160454774639 -0.0018068564213793669 0.011852451760030344 0.029941320945777235 0.0044911210372749416 0.0055436247108278866 -0.0047940246377672696 0.0076391955857473357 0.010206660598010871 0.023623057607070758 0.030387427613916999 0.044402980966428751 0.0020132589084571073 0.0034153356997485493 0.0041706625638399603 -0.0023745952086342884 -0.012014852639877439 0.010714600897757758 leaf_weight=318.73329939747055 855.13728698948398 1361.2447256802407 1157.0171611349797 1044.1808207787399 40.75933046056889 349.47568905900698 924.28480196048622 1244.830816555972 988.15571626485325 2014.5747568359948 384.86165340640582 340.38968292958452 338.10485017640167 2408.5236008288921 475.45023757044692 88.28056797303725 402.7394394838775 207.8833673975314 191.75183274719166 210.35253371362342 389.62760071667435 158.56249432405457 19.765640708617866 4.9113311399705699 1128.7164448813128 478.5819437194441 222.16569062948111 603.42455525521655 354.69404313246196 167.0762941307039 leaf_count=7491 16089 23826 16782 19482 580 5807 12159 20467 22848 27346 6143 6921 5538 35902 8013 1826 7452 2986 2632 2332 5999 2210 526 56 21850 9897 4323 8045 5173 2999 internal_value=-1.20795e-11 0.00424622 -0.00833039 0.00178154 0.00441193 0.0107881 -0.00617092 0.00177404 0.00921628 -0.00787942 -0.0191742 0.00771333 0.00645479 -0.00210277 0.00698334 0.0182339 -0.000904613 -0.00198063 -0.00315555 0.00171016 0.00514514 0.0161996 0.00526243 -0.00526115 0.00366962 -0.000754084 -0.0023298 -0.00614732 -0.0160477 0.00313519 internal_weight=18874.3 12501.8 6372.49 9080.6 5414.2 3421.17 5314.2 3009.52 2824.85 3775.02 1058.29 2404.67 2064.28 3666.4 1836.69 596.319 2811.26 1539.18 1331.3 402.104 1726.18 508.038 1264.6 929.196 1336.55 1744.93 1266.35 2618 739.556 1295.79 internal_count=313700 222555 91145 158025 98582 64530 72338 54695 54687 52173 18807 43887 36966 59443 31839 9843 43354 20165 17179 4964 31428 8017 20993 12215 25429 33702 23805 35391 11316 24849 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 0 4 8 11 1 4 4 6 0 6 7 0 1 11 8 4 4 4 7 0 9 4 4 11 split_gain=717.403 224.783 172.865 76.5096 65.5931 55.6537 33.5427 31.04 29.5057 28.7549 22.9921 21.1206 19.0777 18.4301 18.5461 18.3398 17.9815 17.5136 16.1506 15.9252 15.7968 15.2368 15.0022 12.4334 12.6921 11.9746 11.8225 12.73 12.9966 11.5088 threshold=2.0831813812255864 -0.79627674818038929 0.33937859535217291 0.3137232661247254 3.63657557964325 -2.8060469627380367 0.40242545306682592 3.4051711981388286 0.29285714285714287 4.2635042667388925 1.0000000180025095e-35 3.620247068523311 11.322927770719508 0.1740197837352753 0.28488664329051977 0.044553544372320182 0.099597558379173293 0.31910881400108343 1.0000000180025095e-35 0.43509620428085333 0.81666666666666676 17.23079907578424 7.3515224885328125 14.588812447287346 0.18238528817892077 0.37036058306694036 1.0000000180025095e-35 3.5974275744411117 3.620247068523311 1.3362913131713869 decision_type=2 2 2 2 2 2 2 2 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 19 7 -1 9 13 -6 21 16 -9 15 -2 -15 -13 -5 -7 -17 -3 -10 -4 29 24 -8 -12 27 -21 -29 -18 right_child=2 3 6 10 8 17 23 11 20 -11 25 12 -14 14 -16 18 22 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.023255374672067237 -0.0049135919241286566 -0.0086029911983417102 0.0078469859123495925 -0.0072912613859932489 0.0050722245322923571 -0.013869983869963305 0.018216390361644397 0.017070213762495862 0.010947681562990237 0.017415010588707366 0.0044953700208059579 -0.0045414052055913227 0.010820875685962825 -0.0011465670865835455 0.0058117196700832657 0.0018157292629275325 -0.0036071710759930462 -0.0067477490671312423 0.0087653079593096005 -0.0069842792804257871 0.0254056097694269 0.025315992803135078 0.005703539968820206 0.02820598294463934 0.0060873673165582828 0.016257975262640351 0.00072080911330822575 0.011375261379505463 -0.0036521614098792036 0.0033543781811630619 leaf_weight=524.7360520811053 781.68612413281517 1236.4288618509599 1591.5006176381576 266.34493271139218 1523.9132747249023 1184.4900464478415 474.4019742783712 100.97941372578498 612.66659113809874 388.87211118172854 246.54292162321508 315.87246839122963 254.39489347359631 1387.5694138681138 458.70141164287634 1410.9734932690044 567.50557809614111 421.23714613902848 382.56482590624364 1645.3028829870309 76.507353234002949 46.242108692647889 451.41384587943321 90.484126144088805 92.84268600679934 113.86833743122406 335.94040611665696 53.963843191741034 1289.9902049266093 342.84460086887702 leaf_count=11312 16081 17497 32949 4253 28339 17373 7219 1282 12796 9607 4058 7054 4131 20765 9783 25041 7539 5243 5904 24676 1627 685 5366 1247 1046 1530 4981 595 18431 5290 internal_value=3.37948e-12 -0.0063086 0.00548164 -0.00355539 0.00308957 -0.0147734 0.011992 0.0012157 0.00740171 0.0100815 0.00135537 0.00363409 0.00306011 -0.00105252 0.000582202 0.00212417 -0.000162393 -0.0120016 0.00329809 -0.0056961 0.0125527 0.00834023 0.00123193 0.0178786 0.0162312 0.00821165 -0.00461522 -0.00521489 -0.00304876 -0.0009854 internal_weight=18670.8 8680.61 9990.17 6550.15 7305.83 2130.46 2684.34 5092.74 2213.09 2026.61 1988.52 2464.79 2363.81 2627.96 1846.27 2109.41 1628.11 1605.73 1793.54 4561.63 689.174 1637.74 1361.76 657.729 567.245 360.411 3325.2 2989.26 1343.95 910.35 internal_count=313700 128144 185556 94216 132803 33928 52753 90041 42762 43241 28036 43412 42130 46629 30548 37999 22448 22616 30945 66180 14423 33634 18195 9512 8265 5588 48683 43702 19026 12829 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=11 0 11 11 4 11 11 4 0 0 11 6 6 4 1 4 6 1 7 1 4 11 11 6 0 5 11 4 4 7 split_gain=691.952 214.35 154.224 97.3297 45.7167 39.4897 38.3282 37.2479 33.0164 28.155 25.2353 24.7581 20.053 18.2849 16.8924 16.5593 18.7334 16.1487 15.5283 14.1289 12.6114 12.8845 11.3541 11.0912 11.0217 11.0664 10.7708 10.6352 11.1017 10.3879 threshold=1.4207190871238711 0.32842732965946203 -1.2297213077545164 2.7211050987243657 14.588812447287346 -3.5419051647186275 4.0180888175964364 3.4051711981388286 0.33375316858291632 0.40828531980514532 3.7895874977111821 0.31729927659034735 0.10540475696325304 2.555843120094428 1.0000000180025095e-35 3.5974275744411117 0.25034973025321966 1.0000000180025095e-35 0.18613660335540774 1.0000000180025095e-35 3.620247068523311 -0.062291610985994332 5.998493194580079 0.055397331714630134 0.36903019249439245 4.1716660591936634 3.7481241226196294 3.3690377498030597 3.620247068523311 0.23415040224790576 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 12 6 -1 9 11 14 19 18 23 -2 -7 15 16 -4 27 -9 29 -17 -22 -13 -5 -8 -26 -11 -14 -29 -3 right_child=1 4 8 7 -6 13 24 10 -10 26 -12 22 17 -15 -16 20 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.025598844314763242 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920.4612366813235 431.41987988624896 227.76431500492617 582.61544480966404 365.1320847083116 931.70476295004482 17.943745800061151 1335.2579376878421 342.80432379053673 36.856999131152406 32.045083168894053 65.942348381853662 993.68011620806647 40.523140307108406 leaf_count=7491 16994 34560 13779 6233 4493 10553 9303 20961 11399 4848 12543 18589 21902 9590 6695 611 12505 7191 3765 11187 5524 12998 509 24172 6567 801 563 823 15992 559 internal_value=-1.29203e-11 0.00414947 -0.00811726 0.00151399 0.0101323 -0.0160156 0.00919216 0.00439034 -0.00530746 0.00761391 0.00745292 0.00206773 -0.00207162 -0.0137558 -0.00658708 -0.00736611 -0.00920535 -0.000874543 0.00519284 0.00632857 -0.00483966 -0.00543306 0.00540703 -0.00042192 0.0155036 0.0189399 0.0147302 -0.00180771 0.000465573 0.00499066 internal_weight=18489.1 12234.8 6254.32 8493.41 3741.4 1641.12 3463.05 4712.82 4613.2 2770.3 2032.62 2680.2 3780.6 1327.97 3678.17 3207.26 1856.06 2907.74 1394.94 2346.48 1351.2 1296.84 1144.76 1535.44 692.745 379.661 423.822 2476.32 1059.62 1763.86 internal_count=313700 222555 91145 149674 72881 27634 68388 86772 63511 51717 37269 49503 62902 20143 52112 45417 26284 45908 24726 46306 19133 18522 19098 30405 16671 7368 5411 38717 16815 35119 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 11 4 8 0 4 11 1 4 6 1 0 4 7 7 6 11 0 10 4 8 4 1 0 11 split_gain=670.64 190.503 170.805 64.5866 63.6276 51.2727 36.2505 28.9439 26.6073 23.9886 19.8459 19.4906 19.4904 19.3371 19.1284 17.1363 16.5059 14.5645 18.5825 14.0879 12.9308 12.7178 12.5862 15.7054 12.1542 11.8069 11.4048 11.1819 11.0835 9.9996 threshold=1.9098676443099978 -0.79627674818038929 0.33530995249748236 3.63657557964325 0.3137232661247254 -2.8060469627380367 3.4651436805725102 3.4051711981388286 0.29285714285714287 0.37437555193901068 3.620247068523311 2.5500247478485112 1.0000000180025095e-35 15.866649662631604 0.21596458554267886 1.0000000180025095e-35 0.31910881400108343 3.5974275744411117 0.1913467347621918 0.12342951446771623 0.24505117535591128 1.3362913131713869 0.42004290223121649 0.00037216254469640836 15.126169668732652 0.81666666666666676 7.9399212764384224 1.0000000180025095e-35 0.33856351673603063 4.2635042667388925 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 15 28 9 14 -5 -4 -9 -12 19 22 -2 17 -7 20 -19 -6 -3 26 29 -24 -13 -10 -21 -11 -1 -8 right_child=2 4 6 8 12 16 13 10 25 27 11 24 -14 -15 -16 -17 -18 18 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024357318081356036 -0.0043744827670346102 -0.010675479072749964 0.0049164299021902747 0.0047590400795880818 -0.0048024895352946724 -0.013551125255014099 0.010252244062210899 0.015475130580301918 0.010639229161030408 0.0097389621248129086 -0.00080863063531372357 0.004151630106488776 0.0080049539338222179 0.029436732905600282 0.00069938359516427174 -0.000912931210721294 -0.0065504651424284971 -0.0057673381626266833 0.0038030705182986379 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1353 10805 internal_value=3.19382e-11 -0.00664581 0.00496028 0.00254658 -0.00382551 -0.0144145 0.0110349 0.000801584 0.00698628 0.00829671 0.00308294 0.00252736 0.00102144 0.0150315 -0.0013184 -0.00588343 -0.0117207 -0.00665336 -0.0043426 -0.000446556 -0.008279 0.0016122 0.0140348 0.0228336 0.00464509 0.0120651 -0.000703408 0.0119069 -0.0226336 0.0128992 internal_weight=18309.6 7825.24 10484.3 7503.05 5741.05 2084.19 2981.27 5386.08 2116.96 1769.16 2594.3 2482.98 1711.06 1212.11 2791.78 4029.99 1569.72 3489.47 1441.07 1413.85 2048.4 960.085 1133.67 129.591 1518.82 645.351 662.235 855.492 514.479 1004.08 internal_count=313700 117167 196533 137157 83239 33928 59376 95976 41181 31516 45783 44367 24242 27860 50193 58997 22616 51053 20700 19595 30353 12549 26272 2174 27971 13564 8357 12433 11312 24098 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 4 0 0 11 1 6 4 11 4 4 11 7 0 0 9 1 6 10 6 1 1 4 11 11 11 split_gain=646.987 225.658 116.529 107.554 52.8671 31.8481 29.1684 28.5274 24.516 22.5273 22.0773 21.5556 21.3472 18.3998 27.711 16.747 15.8556 14.5055 13.6509 13.3819 13.2272 12.1357 12.6571 11.5516 10.6158 10.5674 12.3335 11.3304 11.8414 10.4205 threshold=0.86810946464538585 0.32550357282161718 2.7211050987243657 -2.3216673135757442 3.3989032506942753 3.4051711981388286 0.38025541603565222 0.31636977195739752 3.7895874977111821 1.0000000180025095e-35 0.31729927659034735 15.866649662631604 -0.55156993865966786 3.5974275744411117 3.620247068523311 -4.3557312488555899 0.18613660335540774 0.37036058306694036 0.39052157104015356 1.0000000180025095e-35 1.0000000180025095e-35 0.34540554881095892 0.027879494337097913 0.36330509185791021 1.0000000180025095e-35 1.0000000180025095e-35 8.1492119265037033 2.8256129026412968 2.6586936712265019 -0.40764722228050226 decision_type=2 2 2 2 2 2 2 2 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 9 15 6 10 24 12 16 13 -4 17 -5 19 -15 -1 -7 -6 -9 -2 -19 -14 -23 -16 -3 26 -8 28 -27 -20 right_child=1 4 5 7 11 8 25 18 -10 -11 -12 -13 21 14 23 -17 -18 20 29 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.027392865500883545 -0.0061530976818650485 0.0032148634959197919 -0.00038339048775202779 -0.012378944661873895 0.0099189170338271678 0.00335525608874417 0.0052181705415480749 -0.0048765050578931735 0.012107417977113531 0.00230117435612027 0.0052119947049531967 0.028492186014363579 -0.0085244371343575591 0.015881273522295822 -0.0032017899885657046 -0.01726276005991445 0.012137955935078899 0.013127165307716192 -0.0035036324411322132 0.00079345834250359529 0.022285461092655636 0.00063598436538594223 -0.010608312552061841 0.0029611906496229035 0.008676005857169912 0.015497678523954594 0.013363469428605338 0.02538391208405695 -0.0051303670413902587 0.011559137594968037 leaf_weight=198.0531473075971 1929.7244104486308 1394.6875822132715 1485.104207214099 1125.5968230565195 712.11318841439788 1109.5638621698308 356.17421774404647 911.52209946778021 603.80809875932755 731.42425680550514 1108.2297599140729 84.432611108873971 1283.8605255919101 81.827130987774581 1386.9236917981179 568.40497939940542 222.0154477666365 432.47139062927454 78.001204510917887 286.66388533997815 211.26887207024265 302.9941506870091 128.22640811518067 341.01856840355322 415.87559652887285 141.40993580996292 315.51395211846102 82.24747091345489 30.436197415692732 87.934461620345246 leaf_count=4975 32277 26607 29899 17154 19477 20104 5027 12302 11959 12172 18743 1773 17986 873 22330 10059 3683 9456 815 4264 3477 3796 2049 5910 8007 1906 4127 1211 336 946 internal_value=-2.79007e-12 0.00334138 0.000736619 -0.00960272 0.0091328 0.00418108 0.00668408 -0.00759222 0.00709328 -0.00254215 0.00200773 0.013785 -0.00916875 -0.00342203 -0.00117766 -0.0198804 0.0048196 0.0128692 -0.00343576 -0.00525464 0.0161328 -0.00706191 -0.00270758 -0.00198549 0.00446926 0.0110156 0.00904428 0.0162269 0.0118442 0.0044786 internal_weight=18147.5 13462.9 9286.3 4684.59 4176.63 4528.72 2736.34 3918.14 1935.39 4757.58 2593.33 1440.29 2840.68 4026.16 1809.77 766.458 1331.58 1355.85 1077.46 2216.39 643.74 1715.08 431.221 1727.94 1810.56 925.782 671.688 254.094 171.846 165.936 internal_count=313700 243618 162214 70082 81404 84388 47221 55048 35746 77826 48642 34183 40985 65654 29113 15034 23787 32410 14063 36541 12933 23831 5845 28240 34614 12607 9154 3453 2242 1761 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 0 11 11 4 1 11 6 11 4 5 0 4 6 10 7 1 4 6 11 6 11 11 0 6 1 split_gain=629.076 174.36 155.807 74.7696 48.5894 40.3713 35.4413 29.9875 27.483 24.5252 20.3698 19.9843 19.7774 16.9703 16.8926 16.184 13.6594 12.9858 12.4644 15.8471 12.2801 11.7039 11.69 11.4475 11.3964 11.2715 11.1972 12.3201 12.3657 12.7872 threshold=1.6488257646560671 0.32622846961021429 -1.616288900375366 3.4806373119354252 0.3137232661247254 0.40828531980514532 4.2956635951995858 -3.5419051647186275 3.4433221162344596 1.0000000180025095e-35 0.17378091812133792 0.21596458554267886 0.23119770735502246 7.1471188952763569 5.9497332532693825 0.37300667166709905 17.23079907578424 0.32660005986690527 0.024085771824066352 0.15073876827955249 1.0000000180025095e-35 3.620247068523311 0.023078305646777156 2.4542512893676762 0.040838092565536506 3.0298937559127812 4.7437663078308114 0.25570373237133032 0.19809127599000934 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 3 7 9 10 6 14 -1 17 11 -4 13 -6 -2 16 -14 20 -5 19 -15 -3 -10 -8 -13 -22 -7 27 -23 -29 -30 right_child=1 5 4 8 12 25 22 -9 21 -11 -12 23 15 18 -16 -17 -18 -19 -20 -21 24 26 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.02503783524803422 -0.0049341529399314016 0.0051966192817919556 -0.0097036007332181613 0.0010839338987172385 -0.0048951222104326201 0.0124782179495016 0.0033413347872195266 -0.01415073625375992 0.030688952068225601 0.0044331560342057257 -0.005205769584779996 -0.0016861269174879743 -0.00034863489210422541 0.0018876074233403529 0.029315740617201679 0.0083086182969896987 0.021174510820979844 0.0068350809550550189 -0.0047148171390166693 0.019542346282171771 -0.00043334221739111745 0.015045498596854738 0.017966269122484051 0.0023708064912702637 0.011659979817146669 0.020819813147203121 0.017945737961738543 0.00047064218824003262 0.0066506557893586974 0.020995842784690116 leaf_weight=298.65227078083262 1459.8912914854591 1830.4066842481552 1429.9488113774569 768.16481908316928 621.32797086745268 267.70716799060756 56.152909424286918 958.39206692014704 25.020893980457913 874.36160384574032 2474.1135769106331 1085.6823240594822 744.94714444255806 189.34148476005066 30.277018794324249 262.93858791961975 57.898919218219817 654.33681042616081 153.23462954064598 60.340931878075935 80.636996427667327 187.66916140145622 396.64177405466035 1478.3701748217281 538.37406747491332 320.1265543102345 131.10651494705235 211.81758851007908 257.7576427392778 71.421080375672318 leaf_count=7491 28811 38926 21418 16360 8048 3052 1273 15053 338 15177 35776 17044 11348 3156 424 3216 933 10588 2671 889 1552 2895 10791 26008 10784 5274 3008 4476 5591 1329 internal_value=-1.1237e-11 0.00437227 -0.00720311 0.00180379 -0.00503713 0.00983373 0.00842091 -0.0167373 0.00631164 -0.000158205 -0.0068532 -0.00106506 -0.000685321 -0.00342987 0.00704131 0.00190988 0.00677234 0.00372941 0.0020206 0.00615424 0.0064319 0.0104632 0.0161526 0.000653002 0.0100846 0.0170209 0.00987456 0.00842234 0.0061248 0.00976309 internal_weight=17977.1 11186.7 6790.32 7608.52 5533.28 3578.22 2990.39 1257.04 2307.29 5301.22 3904.06 4426.86 1629.21 1862.81 2537.59 1007.89 2507.32 1422.5 402.917 249.682 2449.42 884.793 452.795 2564.05 619.011 587.834 859.772 728.665 540.996 329.179 internal_count=313700 211350 102350 138341 79806 73009 64683 22544 44585 93756 57194 78579 22612 35527 52619 14564 52195 26948 6716 4045 51262 17637 12064 43052 12336 8326 17299 14291 11396 6920 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 0 4 4 11 1 1 4 6 0 6 11 4 8 7 4 7 4 7 1 1 8 0 8 6 split_gain=607.608 193.046 149.068 63.5265 57.3259 50.3886 29.0857 26.9014 23.0452 21.3748 20.9477 18.6428 16.5134 17.7418 16.4417 14.9149 14.5477 14.1185 13.6504 13.5496 13.0966 12.7638 12.6831 14.9892 12.3041 11.8741 11.7902 12.4996 11.4 10.9921 threshold=2.0831813812255864 -0.33340509235858912 0.33530995249748236 0.3137232661247254 -2.8060469627380367 3.63657557964325 0.37437555193901068 3.1611572860905777 3.4433221162344596 3.1350677013397221 1.0000000180025095e-35 1.0000000180025095e-35 11.322927770719508 0.090652398765087142 0.28996926546096807 0.34330843389034277 2.8256129026412968 16.35319840055201 0.81666666666666676 0.099597558379173293 10.755060874593047 0.21489399671554568 3.5974275744411117 0.14631395787000659 1.0000000180025095e-35 1.0000000180025095e-35 0.29285714285714287 0.17844460159540179 0.23611111111111113 0.36600293219089514 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 22 -1 7 9 15 29 -4 -8 19 13 21 26 25 -12 -11 -10 -5 -21 -9 24 -24 -3 -2 -6 -28 -26 -7 right_child=2 3 6 11 14 8 10 12 18 17 16 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 28 -27 27 -29 -30 -31 leaf_value=-0.021983093563606497 -0.0038646356061855071 -0.0072550975392322468 0.0038707364676931625 -0.0061714008820143362 -0.014549804882624062 0.0019471238997239358 0.011770939334699887 -0.0038971633504826008 0.0095466296684789467 0.010639363941835204 0.010789950740075762 0.0082132178874916566 0.011077176748475614 0.0039224311250142477 -0.0074545333627498754 0.0023822230436284599 0.023390700417065834 0.033207366673211655 0.023960484330766026 0.00038608239793166282 0.0094250677765342645 0.02629939589677311 -0.0052345954684661971 0.00050930012136820267 0.0035474845495476358 0.0030612634659080854 0.024094071456769405 -0.0087441164477353363 -0.010773899126728555 0.007672241653389783 leaf_weight=494.74266657709086 1374.7118896979227 2010.6243869398313 610.39060080578201 239.21537906338926 906.3586039483198 767.53065607254393 929.45184355338279 407.14739317065687 734.42630949238082 736.71555085353612 114.06020080158487 334.21133621284389 226.62911515476299 1698.3913920217019 862.95062061789213 742.53838796830678 297.6394144439837 25.822989013744518 64.310579384618904 1034.4513267099392 167.64580452453811 13.000480771879664 1080.1088801150327 657.97745627583936 187.65361289225984 265.87594149624056 10.865025041624902 261.95940945856273 68.205935422796756 497.43372509727487 leaf_count=11312 26075 30678 12820 4033 14031 16248 17092 8939 15360 20034 1535 5341 3904 30316 12269 12703 4772 600 1438 14665 1974 424 16883 8918 2926 5161 106 3920 1088 8135 internal_value=-2.15149e-11 -0.00592189 0.00518112 -0.00289392 -0.0128209 0.00280633 0.0111241 0.00109923 0.0067176 0.00805457 0.0142663 0.00182938 0.00338032 0.00255695 -0.0106012 -0.00114553 0.0198997 0.0114036 0.0107072 0.0003491 0.00164667 -0.0029628 -0.00498811 -0.00306016 -0.00646659 -0.00274221 -0.012904 -0.00743636 -0.000270248 0.00419847 internal_weight=17823 8316.97 9506.08 5780.09 2536.88 6792 2714.08 4728.29 2063.7 1372.93 1341.15 1775.52 2345.17 2118.54 2042.13 2383.13 411.7 762.539 798.737 1441.31 1202.1 420.148 4004.57 1738.09 2266.48 1640.59 1179.18 272.824 255.86 1264.96 internal_count=313700 128144 185556 86506 41638 128703 56853 87522 41181 33454 23399 26013 43583 39679 30326 43939 6307 20634 16798 20672 16639 9363 60493 25801 34692 31236 18057 4026 4014 24383 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 4 0 0 11 4 6 11 1 11 4 4 7 5 6 7 4 6 6 0 8 4 4 7 6 11 split_gain=587.677 203.819 105.89 98.7204 47.7198 29.573 26.7363 26.3435 21.3179 20.1186 19.7426 19.2771 19.174 16.2881 15.7997 23.8996 14.8266 13.1736 12.7189 12.2717 14.7059 11.9341 11.7905 11.712 11.6488 11.4236 11.0442 11.7582 10.6767 10.4549 threshold=0.86810946464538585 0.32550357282161718 2.7211050987243657 -1.9431035518646238 2.3584704399108891 3.4051711981388286 0.40531307458877569 0.29632548987865454 -3.8925398588180538 7.1471188952763569 0.31729927659034735 3.7688173055648808 1.0000000180025095e-35 4.3299207687377939 3.4433221162344596 3.620247068523311 0.211126483976841 5.7699906661653726 0.12713324278593066 0.13894565403461459 7.8747893248255281 0.41417650878429418 0.21596458554267886 0.36903019249439245 0.29285714285714287 9.4415595472244043 2.555843120094428 0.13487846404314044 0.36330509185791021 2.9414554834365849 decision_type=2 2 2 2 2 2 2 2 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 12 8 23 10 9 18 -1 -6 -4 16 14 17 22 -16 25 24 -5 -9 -21 -18 -2 -3 -11 -7 27 -10 -17 -23 right_child=1 4 5 7 6 11 -8 19 26 13 -12 -13 -14 -15 15 28 21 -19 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.025379443181855085 -0.0076491925093526052 0.0017579239265723388 -0.000362885438472886 -0.012340891089827031 0.0072131058740780999 0.0022456862183768706 0.017282468982984692 -0.0071702731213370216 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362.85577417864988 296.6330550898565 333.20854100381257 34.732237899443135 leaf_count=6226 16220 12954 29899 10485 31898 16994 7935 8517 1812 533 18743 12288 12172 4959 995 22330 1095 197 21436 8880 1957 200 20199 6881 16047 4387 5698 5071 5910 782 internal_value=7.1939e-13 0.00322553 0.00071743 -0.00927886 0.00880283 0.00405005 0.0110462 -0.00694346 -0.0176246 0.00964552 0.00193147 0.00690297 -0.00244391 0.0129548 -0.00326813 -0.00117245 0.00481929 0.0109931 -0.00899059 -0.00369184 -0.00138446 0.0148922 -0.00499692 0.00409662 0.0104222 0.00378182 -0.0151423 -0.0186324 -0.00196916 0.00339964 internal_weight=17672 13113.5 9045.66 4558.53 4067.81 4403.55 2754.68 3561.82 996.71 2249.44 2527 1876.54 4642.12 952.959 3924.87 1774.17 1276.9 762.271 2185.74 1376.08 827.3 119.234 2150.7 1313.13 746.625 1157.66 755.033 392.177 1685.91 48.3467 internal_count=313700 243618 162214 70082 81404 84388 61569 51275 18807 53634 48642 35746 77826 21736 65654 29235 23458 16777 31921 19354 10837 2077 36419 19835 16580 21381 12581 6883 28240 982 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 11 4 8 11 4 0 11 1 0 4 6 10 4 7 6 1 7 6 8 0 4 4 0 1 split_gain=571.337 165.072 146.396 52.839 52.3741 32.8086 30.9856 24.7313 21.9959 20.1523 20.0343 19.1001 17.576 16.3093 15.8214 15.6905 15.2743 14.6889 14.1418 16.8256 13.818 13.6077 13.8573 10.6459 9.96292 9.67055 9.34631 9.13379 9.05782 9.02916 threshold=1.9098676443099978 -1.2297213077545164 0.33530995249748236 3.63657557964325 0.3137232661247254 -3.5419051647186275 3.4651436805725102 3.4051711981388286 0.29285714285714287 0.43509620428085333 3.620247068523311 0.39471893012523657 2.6127787828445439 1.0000000180025095e-35 0.42004290223121649 2.555843120094428 0.21596458554267886 0.00037216254469640836 3.5974275744411117 0.1913467347621918 0.24675004184246066 1.0000000180025095e-35 0.2006943076848984 0.074632931500673308 0.81666666666666676 0.3665823638439179 11.322927770719508 11.13332838035898 0.29632548987865454 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 5 3 7 13 -1 11 16 -5 -6 -9 29 -12 18 27 28 -2 -16 20 -20 -3 22 -11 -15 -10 -24 -14 -8 -7 -4 right_child=2 4 6 8 9 15 14 10 24 21 12 -13 26 23 17 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024059226025698464 -0.0040302328886160687 -0.010512077314333474 0.0044157984602355071 0.0044618010541891458 -0.0041580791452924051 -0.018399984847305907 0.011522401069709554 0.015581034995861987 0.0099133351566363017 -0.00037007902717547351 -0.0006306405263087633 0.013081436950235708 0.0037101344663893979 -0.0079177263665727322 -0.015481891222887921 -0.0095032445163633281 0.00062218261824214811 0.026040617317699109 -0.0056505607872745205 0.0032387864945839463 -0.0056958673707720349 0.0092085526235068244 0.0037312718229192601 0.0015340667510717174 0.022111250683458528 0.020845077963413589 0.011572409761848463 0.018668324826541891 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9.59065 threshold=2.0831813812255864 -0.33340509235858912 0.33530995249748236 0.3137232661247254 -2.8060469627380367 3.63657557964325 4.0180888175964364 3.1611572860905777 0.40828531980514532 0.29285714285714287 1.0000000180025095e-35 0.31840825080871588 0.1637627184391022 1.0000000180025095e-35 0.30236008763313299 0.099597558379173293 10.755060874593047 0.18238528817892077 3.5974275744411117 0.14631395787000659 16.705599394648608 1.0000000180025095e-35 0.60113921761512767 0.24675004184246066 0.062130847945809371 -6.4826273918151847 1.0000000180025095e-35 0.27847930788993841 0.29421412944793707 0.37036058306694036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 18 25 7 8 14 20 -7 15 -6 13 24 27 -5 22 -10 21 -20 -4 23 -17 -3 -9 -1 -27 28 -2 -12 right_child=2 3 6 10 11 9 -8 12 17 -11 29 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.035693579530537776 -0.0039994522149422469 -0.0091466653516285353 0.0070466739729572146 -0.0058771822752619737 -0.011886130432969806 0.0044005301599038061 0.015851033092626986 -0.0051026931666097314 0.018012130245564705 0.011024030510114389 0.0045220770407798727 -0.0058772547437262934 0.0075650419890097896 0.0076668127092934628 0.0015825471918840869 -0.00056446298847913519 0.0091039273421744515 0.0044496570005885042 -0.0049788564130809022 0.00027191719826527263 0.021738134753519607 -0.00035680509020469665 0.011247753402689992 -0.0047926214553571907 0.0015526308002478074 -0.023784398499342961 -0.014684288605419846 0.00090739799999141628 -0.021134782149042096 0.015556736157715528 leaf_weight=39.416094536427408 939.96686799675808 969.39639902630006 1550.0628511564282 233.48853865417186 1448.119265678688 1415.3379081762323 663.4579087493621 258.89076314133126 311.30801071057795 606.1584757471137 230.14116578162066 538.64555530500365 579.21140099750482 372.0720396473771 934.94238416136068 940.07761872691481 163.98931814922253 67.811287598917261 1052.7508703421918 649.28674990506261 46.776867961976677 251.33275973668788 72.519036892103031 986.9593010917597 1079.4552388779994 250.62281825754326 192.60916043819452 414.05627187904611 31.946826924278866 102.44217405369272 leaf_count=1246 17413 15997 34224 4033 23158 27617 16576 6011 4587 13564 3857 7168 10199 6610 16432 13793 1974 704 16883 8918 762 4014 872 14681 20763 6023 4043 9607 487 1484 internal_value=-1.66722e-11 -0.00569896 0.00499229 -0.0027796 -0.0123813 0.00270213 0.0107468 0.00108666 0.00903292 0.00638663 0.00174453 -0.010257 0.00331465 0.00187531 -0.0011113 0.000287736 0.00151114 0.0155863 -0.00479611 -0.00297581 0.00747704 -0.00619949 0.000281491 -0.0069501 0.000265219 -0.0211254 -0.0198299 -0.00292851 -0.00456269 0.00792097 internal_weight=17393.3 8121.8 9271.46 5652.38 2469.41 6632.04 2639.42 4610.54 1975.96 2021.5 1742.66 1986.76 2289.63 1710.42 2320.91 1410.07 1176.59 379.119 3909.73 1702.04 1596.84 2207.69 1012.6 1956.36 1338.35 482.648 443.232 1385.97 971.914 332.583 internal_count=313700 128144 185556 86506 41638 128703 56853 87522 40277 41181 26013 30326 43583 33384 43939 20672 16639 5291 60493 25801 34986 34692 14665 30678 26774 11312 10066 27507 17900 5341 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 11 6 4 1 1 0 6 11 4 4 8 10 2 4 11 0 0 8 11 0 4 10 4 4 split_gain=535.091 173.825 109.986 80.0976 36.8497 24.6115 24.3192 24.2078 21.8941 20.2368 18.9761 18.1955 15.7237 15.1022 13.3452 12.6534 11.7659 11.401 11.3375 11.0897 12.0483 10.8253 10.3548 10.2284 9.82136 9.65308 9.26514 9.14454 10.1147 10.1844 threshold=1.2465536594390871 0.32550357282161718 -1.616288900375366 2.8845475912094121 3.3989032506942753 0.33452899754047399 -3.5419051647186275 0.31729927659034735 3.4051711981388286 1.0000000180025095e-35 1.0000000180025095e-35 0.42004290223121649 0.21596458554267886 -0.26136441528797144 16.126773603130491 11.024082194194131 0.64583333333333337 0.00037216254469640836 1.0000000180025095e-35 7.047858920887629 5.4510622024536142 0.37437555193901068 0.3526489138603211 0.38750000000000007 4.7437663078308114 0.3665823638439179 3.3690377498030597 0.11356271037939082 3.620247068523311 9.7103969069485476 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 10 9 13 -1 8 -5 14 12 19 16 -4 25 18 -2 -13 -9 -6 23 -11 -8 -21 27 -3 -14 28 -10 -30 right_child=1 4 5 7 11 -7 22 15 24 21 -12 17 26 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.023508410599575588 -0.0053173690169601865 0.0024081603031822362 -0.0096551976049905081 -0.00038258221102339702 0.00901502693029212 -0.00094891033752336166 -0.014545555493074621 0.0064223992931624124 0.023736828727106939 0.0079574011160527675 0.0028228381216162252 -0.012306631028937835 -0.0025305103552325458 -0.0053219369249252199 0.016989858139388865 0.022264815525844892 0.0076316840116426189 0.024816741819067348 0.029362367437141785 0.027340938025267481 0.031326095019685377 0.016074431411462819 -0.0041560853695903014 0.012293740959281374 0.015757300148966528 0.0069483629935012869 0.0015928981675144799 -0.0065352097880468215 0.0031893285627837523 0.010905966713183309 leaf_weight=283.3203886175761 1539.5593129793415 923.51691449715872 1056.3073575225426 1232.2285665762756 661.7494404331228 841.84869681639248 823.59656384363188 1433.0576032829995 26.387129701906815 349.2635723229032 700.57952181059227 7.8676128485240033 1173.3171737464436 2299.9258855154039 80.380387743469328 48.791112502512988 65.85379321599612 138.75573054305278 19.65575691324193 44.475755439430941 36.908161753730383 256.44796357830637 96.447651349706575 473.59038430848159 77.800567867117934 775.26651317818323 842.65929404777125 61.301764477451798 697.92435526070767 197.4854580120882 leaf_count=7491 28874 20033 16997 26646 17702 10569 13679 26723 420 7014 12253 100 19629 33573 1029 1033 1096 2539 355 965 1188 3890 1374 11689 1707 12180 14539 1240 13275 3898 internal_value=8.95429e-12 0.00356336 -0.00782729 0.00109578 0.0089068 -0.00553533 -0.0158231 0.00427631 0.00233738 0.00665777 -0.00169669 0.012841 -0.00257102 -0.00668574 0.00504533 0.0072375 -0.0047862 0.0228248 0.00673279 0.0116379 0.0147654 0.011394 -0.0134564 0.0135855 0.0054966 0.00448015 -0.000806964 0.00468458 0.00543073 0.00489126 internal_weight=17266.3 11864.8 5401.45 8116.6 3748.22 4198.08 1203.36 3794.63 2293.13 2384.88 4321.97 1363.35 3621.39 3356.23 1779.16 1501.5 1605.41 146.623 1452.71 1216.72 554.974 605.712 920.044 518.066 1060.9 1698.78 2015.98 983.099 921.797 895.41 internal_count=313700 230017 83683 151688 78329 61139 22544 75297 47186 44146 76391 34183 64138 50570 33242 28111 29970 2639 27078 31544 13842 10904 15053 12654 20540 32213 34168 18833 17593 17173 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 0 4 11 6 11 1 0 1 1 7 4 1 6 6 5 0 11 4 0 11 11 7 11 7 split_gain=522.196 154.995 121.763 65.0933 33.4773 30.5796 25.695 25.4658 23.3278 21.396 16.8208 16.819 16.7528 16.0607 13.2686 16.6191 12.789 12.6218 11.9514 10.8049 10.4317 10.0598 9.72786 9.18296 9.04447 9.03671 8.82363 9.28471 8.25969 8.11378 threshold=1.5267879962921145 0.32842732965946203 -1.616288900375366 2.9704685211181645 4.0180888175964364 0.3137232661247254 0.40828531980514532 3.4433221162344596 -3.5419051647186275 0.31524370610713964 0.17378091812133792 1.0000000180025095e-35 0.20905135571956637 1.0000000180025095e-35 1.0000000180025095e-35 0.16079260408878329 15.866649662631604 1.0000000180025095e-35 0.21596458554267886 0.35450923442840582 1.0000000180025095e-35 0.3526489138603211 0.23119770735502246 12.70981844265012 0.44009289145469671 3.7895874977111821 2.3584704399108891 0.22161009162664416 2.51878833770752 0.18238528817892077 decision_type=2 2 2 2 2 2 2 2 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 8 11 6 10 16 9 -1 -5 -4 18 -9 22 15 -14 17 26 23 -12 24 -10 -7 -2 -6 29 27 -3 -13 -8 right_child=1 4 5 7 20 13 25 12 21 -11 19 28 14 -15 -16 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433.3624947372009 811.82251279789489 213.7282913242525 282.07723705176613 262.28074162913254 79.147590403445065 543.03026151770609 1900.5749460760999 496.07522409412195 99.238508952665143 95.826937240199186 716.79344907246559 50.067390690557659 24.987336607882753 27.757043749792501 1096.9866760688892 21.216856145591009 239.73361634965113 76.637571812840179 leaf_count=7491 27578 8225 21418 25259 15220 7112 4759 2009 13679 16795 24341 7811 17987 3278 5060 5481 1290 11103 32856 7115 2506 1374 10360 797 558 546 26463 302 4153 774 internal_value=-4.27719e-11 0.00391516 -0.00700586 0.00153844 0.00925491 -0.00493015 0.00772712 0.00447949 -0.0156008 0.00233575 -0.00645605 -0.00108041 0.00746361 -0.00128475 0.00643842 0.00491775 0.00642961 0.00599655 -0.0019498 -0.00478655 0.0150801 -0.0132783 -0.00258785 -0.0040013 0.0135995 0.0143724 0.00467101 0.00147157 0.00324701 0.0132519 internal_weight=17134.3 10991.7 6142.59 7606.17 3385.49 4947.7 2682.06 3582.7 1194.89 2084.93 3487.78 4023.47 1497.77 1459.92 1356.18 1074.1 2243.93 2164.78 3350.38 2123.92 703.435 914.243 1246.19 1449.8 604.197 438.133 1621.75 524.762 673.096 410.376 internal_count=313700 217532 96168 145786 71746 73624 53462 72591 22544 42054 52874 73195 30537 20750 28528 23468 47383 46093 61231 31456 18284 15053 17472 28375 15778 6079 34990 8527 11964 5533 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 11 0 4 1 6 5 1 11 0 1 4 4 8 6 4 6 7 1 0 6 6 4 4 11 split_gain=505.698 138.548 125.639 57.0773 34.1592 30.5902 30.5024 26.7083 22.7134 18.7413 14.8269 14.3619 14.1779 13.4635 13.0725 13.0051 12.2601 11.9066 11.8586 11.6712 11.1167 11.507 10.8267 14.0034 11.2968 10.3437 9.9275 9.55244 9.33245 9.28176 threshold=1.6488257646560671 0.32550357282161718 -1.137674033641815 3.4319186210632329 0.3137232661247254 4.2956635951995858 -2.8060469627380367 0.40828531980514532 3.4433221162344596 1.0000000180025095e-35 0.21596458554267886 5.9497332532693825 1.0000000180025095e-35 2.3746767044067387 0.32050831615924841 1.0000000180025095e-35 3.5974275744411117 3.620247068523311 0.64583333333333337 0.13177557289600375 13.194060749239116 0.023078305646777156 0.17403869330883029 1.0000000180025095e-35 0.20905135571956637 0.31729927659034735 0.13981293141841891 3.3587751318306944 1.0000000180025095e-35 0.23119770735502246 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 9 15 7 28 11 25 10 18 13 29 -3 -8 16 19 -18 -2 -4 21 -7 23 24 -10 -5 -25 -13 -1 -6 right_child=1 5 4 8 12 20 14 -9 22 -11 -12 27 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.024013405401372 -0.0036926860115218483 0.0026941843400120685 -0.012136617078021519 0.00077256651271946023 -0.005293711752171768 -0.00042170457870761326 -0.013120635173398324 0.014476620118362147 0.031875598067293724 0.003992164238591115 0.00053879374245771443 -0.00077973878870735494 0.0065416371022912392 0.0076999926644226351 -0.0056772692579739525 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101 3593 41632 3868 6711 661 17675 1389 19291 1808 11078 4087 835 11361 11563 1877 327 4411 11767 internal_value=-2.11551e-11 0.00404574 -0.00661355 0.00166719 -0.00421746 0.00901307 -0.0139231 0.00780438 0.0055756 -0.000174507 -0.00100903 0.00655896 -0.000335019 0.00630833 -0.011236 -0.00584604 -0.00654723 -0.00423629 -0.00314229 -0.00814171 0.0156786 0.0138731 0.00938529 0.00750295 0.00517656 0.0032281 0.0156893 0.027716 -0.0203328 -0.00162642 internal_weight=17009.9 10553.8 6456.11 7136.54 4862.25 3417.24 1593.85 2892.69 2285.76 4850.78 4041.35 2437.68 1436.86 2409.14 1123.03 3425.4 2994.52 1222.59 1699.31 1771.93 524.551 447.992 871.472 661.764 515.321 1414.28 146.443 28.5383 470.819 1209.69 internal_count=313700 211350 102350 137446 73439 73904 28911 59953 46513 90933 76253 53362 20936 52934 17599 52503 45792 18336 34564 27456 13951 12143 18367 14280 11568 28146 2712 428 11312 17343 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 1 0 8 1 8 7 11 1 0 6 11 4 6 4 4 7 4 8 1 0 0 0 4 10 split_gain=489.63 152.573 118.537 50.166 44.5861 38.7758 23.879 21.0628 19.0451 17.6893 17.4226 19.2821 16.972 15.9252 14.4845 13.5953 12.8416 12.1906 11.0577 11.5001 10.8436 11.973 10.84 10.1295 10.0955 9.68851 9.10752 9.06532 8.8692 8.82328 threshold=2.0831813812255864 -0.33340509235858912 0.33937859535217291 0.3137232661247254 -2.8060469627380367 3.63657557964325 1.0000000180025095e-35 0.37437555193901068 0.81666666666666676 1.0000000180025095e-35 0.18333333333333338 0.1512950733304024 3.119949579238892 1.0000000180025095e-35 0.28996926546096807 0.34330843389034277 2.8256129026412968 16.35319840055201 0.58749014139175426 13.588919936973033 3.5974275744411117 0.14631395787000659 3.4433221162344596 0.29285714285714287 1.0000000180025095e-35 0.17844460159540179 0.37036058306694036 0.33856351673603063 4.2186248773804307 0.025555343145096113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 20 27 6 10 12 22 -9 15 -12 -4 18 23 -2 -11 -14 19 -5 24 -22 -7 -6 -3 -25 -15 -1 -24 -26 right_child=2 3 7 13 14 8 -8 9 -10 16 11 -13 17 26 -16 -17 -18 -19 -20 -21 21 -23 28 25 29 -27 -28 -29 -30 -31 leaf_value=-0.021709021368562089 -0.0036082654357022007 -0.0067616691795194771 0.003462068430458657 -0.0013815460740505578 -0.013557541947601224 0.0039131869036997686 0.0058752746814490601 0.010807656422520217 0.021827113303965983 0.0097531854040642362 5.2201026372787957e-05 0.006533342314686605 0.010013229142661013 0.0042055008241755447 -0.0067309213262133887 0.0017685929236523085 0.021964569779671855 0.032705365997673985 0.010043455412555252 0.0092590525869683128 -0.0047950998541091104 0.00046099142261693608 0.017031878599127106 0.021065180621033179 0.0030014559590969183 -0.0080017162760260951 0.01506953901911208 -0.0092574811784647409 0.0072379386121795269 -0.010139091640690347 leaf_weight=405.01432455583563 1283.7331371449109 1896.8469932661683 508.72662953755935 1183.5224236754075 854.62992517568637 1235.8746159027032 800.37264776989468 869.12381935447047 67.496726751734968 107.72410606400808 1218.1572726797312 625.15736878479947 623.91338520398131 226.08636674252921 822.43253196758451 631.38978458210477 276.29579085833393 22.060097921872512 95.081203834095504 99.06562532694079 1020.785525784624 631.25515648786677 95.987659750971943 10.765262001659719 183.59801839466672 249.82054006680846 100.2388722957985 60.481870188144967 625.48373004056339 61.356982289347798 leaf_count=9959 26080 30678 10969 18254 14031 24816 15148 17092 1627 1535 25826 11688 17830 3857 12269 11299 4772 555 1271 1147 16883 8918 1678 106 2959 3920 1484 1353 14641 1055 internal_value=-2.07766e-11 -0.00544859 0.00478777 -0.00269237 -0.0117542 0.00270466 0.00117026 0.0104835 0.00615926 0.0131769 0.000168309 0.00225027 0.00756051 0.00158361 -0.00975132 -0.00183559 0.0185391 0.0107882 0.000172107 -0.000559678 -0.00461291 -0.00278671 0.00561897 -0.0119788 -0.00602152 -0.00680091 0.00754266 -0.0200912 0.00854097 -0.000290023 internal_weight=16892.5 7900.98 8991.5 5497.84 2403.14 6583.65 4558.81 2407.84 2024.84 1253.14 3758.44 1843.31 1154.7 1703.99 1937.65 1915.12 384.02 645.973 1377.67 1282.59 3793.84 1652.04 1957.35 1115.22 2141.8 260.586 326.325 465.496 721.471 244.955 internal_count=313700 128144 185556 86506 41638 132803 90041 52753 42762 23399 74893 37514 29354 26013 30326 37379 6307 18385 20672 19401 60493 25801 41135 18057 34692 4026 5341 11312 16319 4014 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 1 4 8 8 7 1 0 11 6 10 0 0 6 7 11 4 6 4 7 1 8 6 4 11 split_gain=476.196 146.124 115.641 47.7438 42.9785 37.452 22.9641 20.3113 17.3865 16.7851 18.3813 15.2126 13.6419 13.3665 12.7091 11.9489 11.3186 10.291 10.9425 10.272 9.85684 9.71869 10.201 9.69458 11.2606 9.63067 9.45656 8.92929 12.3601 8.91574 threshold=2.0831813812255864 -0.33340509235858912 0.33937859535217291 0.3137232661247254 -2.8060469627380367 3.63657557964325 1.0000000180025095e-35 11.13332838035898 0.29285714285714287 0.18333333333333338 0.1512950733304024 1.0000000180025095e-35 0.31840825080871588 4.1194708347320566 0.34330843389034277 0.00054614010843323524 0.42563462257385259 0.44009289145469671 0.67321616411209118 0.099597558379173293 4.2635042667388925 10.755060874593047 0.5261899232864381 3.5974275744411117 0.2135785445570946 1.0000000180025095e-35 0.81666666666666676 0.071764625608921065 2.5403740476076084 -4.9901404380798331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 23 29 6 9 13 -7 14 -11 19 -6 16 -2 -9 -4 20 -19 -5 -17 22 -21 25 -25 -3 -10 -27 -29 -1 right_child=2 3 7 11 12 8 -8 15 26 10 -12 -13 -14 -15 -16 17 -18 18 -20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31 leaf_value=-0.026449903744613409 -0.003529855339644145 -0.0066393862991655081 0.0068967471044714046 -0.005726867991272349 -0.01116852416512166 0.0042408135027358542 0.0057801640129930519 -0.0069147251217178797 0.008992356348234077 6.1225651750523855e-05 0.006393321839228811 0.0073089576577972139 -0.0054873058962571488 0.013837730192937219 0.0016869189064504134 0.012800457534573746 0.016081962980138337 0.032734408420952897 -0.045306337854245496 -0.0010801925444520297 0.023834986621467508 0.0081088309906742657 0.0077741488363914212 -0.0035519133867387338 0.0058583122629106855 -0.012109310148225735 0.020933526589499121 0.0070801051417147178 -0.0097770181320611226 -0.017196313107385831 leaf_weight=130.98261304153129 1270.8253045946767 1880.6272720907291 1375.2918715323613 227.13687941303942 1398.3355895286077 1407.3997330598395 797.86820558870386 19.75171560049057 542.53702394691936 1211.5024474747188 625.67936907871626 326.17113015492214 522.54364490834996 405.67495236740797 627.98639933587401 312.94981002848363 132.36188945523463 46.553324642125517 1.6752172857522953 848.43694839702221 94.966130048269406 160.24112540663918 135.85532552711084 1518.5545370986947 123.7755916112219 46.650683131214464 67.065537365851924 143.59055935923243 53.819560726289637 329.29576183721656 leaf_count=3745 26080 30678 30552 4033 23158 28339 15148 357 12796 25826 11688 5341 7168 10598 11299 6217 1766 747 7 12756 2509 1974 1909 24068 1733 845 1627 2215 954 7567 internal_value=3.37575e-11 -0.00539369 0.00473362 -0.00269121 -0.011596 0.00267305 0.00116009 0.0103833 0.00607393 0.000173415 0.00221771 0.00148556 -0.00962304 0.00900384 -0.00180453 0.0159296 0.00770315 0.0169188 0.0300237 0.000100804 0.0153694 0.00125733 0.000141913 -0.00457373 -0.0028427 -0.00591177 0.0103061 -0.000305113 0.00248438 -0.0198296 internal_weight=16786.1 7846.02 8940.09 5464.86 2381.16 6550.86 4533.86 2389.22 2017 3735.99 1837.18 1697.84 1920.88 1913.33 1898.81 475.896 1507.65 456.144 48.2285 1371.67 407.916 1144.53 984.292 3767.02 1642.33 2124.69 609.603 244.061 197.41 460.278 internal_count=313700 128144 185556 86506 41638 132803 90041 52753 42762 74893 37514 26013 30326 42916 37379 9837 32318 9480 754 20672 8726 16639 14665 60493 25801 34692 14423 4014 3169 11312 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 4 0 11 0 1 6 11 6 11 0 5 6 1 9 4 4 0 4 1 9 1 6 1 11 split_gain=462.913 155.536 81.8988 75.7412 41.21 24.6843 23.7875 19.8357 17.8515 15.9453 14.9855 14.5035 14.4164 13.3421 13.0904 12.9498 12.8959 11.8917 11.6406 11.2562 12.5685 21.2694 10.1079 9.2463 9.1298 10.3988 8.99086 8.73827 8.71462 8.87792 threshold=0.86810946464538585 0.32550357282161718 2.7211050987243657 -2.3216673135757442 2.3584704399108891 0.29632548987865454 3.105381043137704 0.42563462257385259 4.2635042667388925 0.20905135571956637 1.0000000180025095e-35 0.15612979978322986 3.852384209632874 0.31729927659034735 -4.3557312488555899 0.39052157104015356 6.1402905072902625 0.12713324278593066 1.0000000180025095e-35 1.0000000180025095e-35 3.5974275744411117 3.620247068523311 0.36903019249439245 11.322927770719508 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10540475696325304 1.0000000180025095e-35 0.23119770735502246 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 14 22 17 13 8 16 -8 19 23 -13 24 -1 28 18 -5 -6 20 -2 -22 -3 -11 -4 -26 -19 -12 29 -7 right_child=1 4 6 5 7 15 9 -9 -10 11 27 12 -14 -15 -16 -17 -18 26 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.024572669330453829 -0.0052458093576992632 0.0012668992733680165 -0.0014409544082565479 -0.011929743809747435 0.0062921435956095634 -0.0073866697750988447 0.015169415494750938 0.018592821872348682 0.014410873818883931 -0.00036802289298148413 -0.0033929477199816627 0.0051567011123668238 0.012633006752417013 0.0043234647498618575 -0.015112220907100623 0.0046807034582341828 0.030071186871796041 -0.0079373176059087287 0.011706919410789234 0.0014056030427163999 0.014632293276916501 -0.0022985924878108585 0.0068058966445549316 0.010735362307227133 0.0070489411123117992 -0.014976420522510272 -4.5094708409144942e-05 0.004085009799011767 0.0020991121960196998 -0.0015962562662485624 leaf_weight=175.65559507807484 1766.9726389775024 746.54308246306027 1081.1001582407989 694.96931129090081 1374.9331635120034 745.05811029570759 165.54018933855696 226.81653091451153 489.32688562806288 448.73726577611524 197.8277598725399 799.65663818633766 327.06957955428516 999.08595229253115 525.26387187801447 151.87924576789374 23.48260956897866 1377.317377997213 482.78738052950939 474.66485945623572 70.130728298332542 1397.1778609764297 491.874135607075 79.450356734683737 214.85960353382688 21.19525910448283 143.44017381791491 486.48374408946256 153.44475845075794 350.37139081023633 leaf_count=4975 32277 12954 23693 11272 33503 11271 2548 3544 13593 9959 3680 15844 7720 17755 10059 1761 373 20954 10556 8141 776 24460 6881 1690 4728 451 2151 8492 2443 5196 internal_value=-5.13413e-12 0.0029528 0.000696591 -0.00845729 0.00797015 -0.00670798 0.00372597 0.0101173 0.00930636 0.00629205 -0.00215587 0.00540405 0.00732695 0.00170915 -0.0174831 -0.00359077 0.00797861 -0.00867863 0.00769934 -0.00290848 -0.00354161 -0.00148937 0.00346688 0.00130216 -0.000273857 0.00507129 -0.00719291 0.00192321 -0.00459669 -0.00553462 internal_weight=16683.1 12365.7 8529.95 4317.4 3835.76 3616.48 4136.7 2597.35 2370.53 1820.45 4393.26 1654.91 1126.73 2316.24 700.919 1400.75 1881.2 2215.73 1857.72 3708.95 3234.28 1467.31 1238.42 528.188 1317.16 236.055 1520.76 684.312 1248.87 1095.43 internal_count=313700 243618 162214 70082 81404 55048 84388 61569 58025 37761 77826 35213 23564 46627 15034 20671 44432 34377 44059 65654 57513 25236 19835 11649 28872 5179 23105 12172 18910 16467 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 11 8 1 11 6 1 4 6 1 4 4 1 9 0 11 0 10 2 9 1 6 0 11 6 split_gain=450.654 132.299 106.888 56.1133 29.0215 27.1052 21.3905 19.2426 19.1862 15.8188 15.4744 14.9856 13.9322 13.0209 12.3823 11.049 11.0316 10.6295 11.0707 10.562 9.5408 9.52409 9.59298 9.14811 9.11005 9.02186 8.91764 8.80436 8.53708 8.39455 threshold=1.5267879962921145 0.32842732965946203 -1.616288900375366 3.1798011064529423 3.4651436805725102 0.3137232661247254 -3.8925398588180538 0.64583333333333337 1.0000000180025095e-35 0.43509620428085333 0.34966887533664709 1.0000000180025095e-35 15.866649662631604 0.21596458554267886 1.0000000180025095e-35 12.70981844265012 16.126773603130491 1.0000000180025095e-35 1.0000000180025095e-35 0.3526489138603211 2.51878833770752 0.35872694849967962 0.029540122182075471 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.28346157073974615 0.37300667166709905 3.7895874977111821 0.48880545794963842 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 8 11 9 -1 10 13 25 17 16 21 15 -7 -2 -3 28 -19 -8 -10 -6 -23 -12 -11 26 -4 -13 -5 -24 right_child=1 4 5 7 12 14 19 -9 20 24 23 27 -14 -15 -16 -17 -18 18 -20 -21 -22 22 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023257909128406504 -0.004059879458487764 0.0045350565914519221 -0.01097611574527276 -0.0011350344244309733 0.0081592772319006562 -0.0023428993107064734 -0.013924670013600931 0.013322948123671682 0.00070891710890392319 -0.0048384842860736445 0.0067940865608358729 0.0074164168548547533 0.025842816268842151 1.2212682404698302e-05 0.0055092316110745753 0.0095038740810175545 0.016674111861997055 0.0088520057457503864 -0.010681380730717064 -0.0035035807671633342 0.0075122179391341878 0.01728562004482315 0.0074056552236092289 0.0342924874780162 0.0025740946623431186 -0.0020049165008177655 -0.0061031212472308144 0.015099327516012931 0.0035590764402940083 0.018270359827727463 leaf_weight=218.65328228619182 1532.2468587644253 1474.755433586266 865.43656290031504 703.42334072035737 426.64030593176722 1216.3932083652471 836.83635269215301 216.75728523812722 417.94054335652618 1598.1142451826745 934.1640728378552 297.16530538827647 66.249440129380673 2116.9136584383741 212.29056480166037 56.027824798133224 70.602293426869437 302.93111008772394 28.576638013182674 97.756576321553439 333.59974325154326 356.25659227560391 247.96988927369239 11.016677672887452 164.58694049465703 183.53694749891292 554.56883920278051 244.85212890841649 691.45730975719562 86.270955530984793 leaf_count=6226 31636 29750 14301 15616 12905 17472 14848 5103 7811 24403 17575 6157 1667 38458 3278 925 987 6382 606 1470 6038 8546 5112 199 2653 2881 8636 3921 15437 2701 internal_value=6.39161e-12 0.00370404 -0.00661067 0.00146918 0.00872279 -0.00463841 -0.0148109 0.00472636 -0.000641736 -0.00610785 0.00402888 0.00659505 0.0124759 -0.00152824 -0.00117614 -0.00358141 0.00508965 0.00233948 0.00716819 -0.0128346 0.00372882 0.0116832 0.0138606 0.0071146 -0.00414636 -0.00826402 -0.00907302 0.0108871 0.00119189 0.0102099 internal_weight=16564 10615.8 5948.17 7345.06 3270.76 4794.93 1153.25 2888.33 4456.73 3366.24 2671.57 2087.38 1183.39 3705.19 1428.68 1588.27 1545.36 1726.39 331.508 934.593 751.54 1117.14 690.497 945.181 1762.7 1603.54 1420.01 542.017 1394.88 334.241 internal_count=313700 217532 96168 145786 71746 73624 22544 60918 84868 52874 55815 40815 30931 71019 20750 32561 30737 38041 6988 16318 13849 29264 16359 17774 27056 25818 22937 10078 31053 7813 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 8 4 1 1 8 7 1 11 10 0 0 0 1 6 6 0 0 0 6 1 4 6 11 6 split_gain=437.511 135.406 104.678 44.993 40.3435 34.2776 19.4855 18.8753 18.3061 15.0313 13.5173 13.9397 12.8952 12.6074 11.2841 11.1914 10.5346 10.4187 9.92139 10.7434 9.81725 10.7963 9.80526 9.43759 9.36981 12.6387 9.93085 9.29829 9.09091 9.00194 threshold=2.0831813812255864 -0.33340509235858912 0.33937859535217291 0.3137232661247254 -2.8060469627380367 3.4806373119354252 0.2678571428571429 11.13332838035898 1.0000000180025095e-35 1.0000000180025095e-35 0.18333333333333338 0.15391770005226138 1.0000000180025095e-35 4.1194708347320566 0.00054614010843323524 0.28996926546096807 0.39052157104015356 0.44009289145469671 1.0000000180025095e-35 0.36600293219089514 0.37955629825592047 0.25491911172866827 0.28870338201522833 0.33856351673603063 0.090652398765087142 1.0000000180025095e-35 7.846352816104317 0.58749014139175426 4.2635042667388925 0.28061763942241674 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 24 23 8 18 13 10 27 22 -12 15 16 -9 -6 -4 28 19 -7 21 -21 -2 -1 26 -26 -3 -5 -16 -8 right_child=2 3 7 9 12 6 29 14 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.021077729548930078 -0.0029839882989310469 -0.008552897742276128 0.0057878814136008098 -0.00057999448403978277 -0.012245728215498649 0.00061343095935510045 0.0063565370434848414 -0.007364783812445758 0.0052774842872320409 0.0073179262522230955 2.6779914570724067e-05 0.0058607028188432742 -0.0017361468401026672 0.013423033700811183 0.012331996779238508 -0.0073360021692663374 0.011348133776627812 0.029941136272034697 0.0090467586022930126 0.034444630552166636 0.0049446844270344421 0.0022623175172287314 0.0026764429551120843 -0.0083666813212917822 -0.0043583911090579871 0.0016933767470192968 -8.6765766527529994e-05 0.0092084740283768073 0.023057061551429722 0.013116192041958977 leaf_weight=386.5606974710754 1368.1958578719059 739.23922187142307 1053.2070091531496 1253.6001829603119 973.91432164312573 852.56463151187199 362.90559895953629 18.717926662648097 726.07081271832431 321.86871119969874 1118.5112277618318 549.81356902318657 181.88255263632163 397.3308393228217 303.21130107581848 731.81740043655736 432.65017160096613 45.934835833031684 260.8696361875991 22.035473901545629 457.13982527510962 16.33748598373495 344.8429987798736 60.844961136812344 2447.7555199448107 355.72015188646037 150.0005925544101 93.881467276136391 92.929665669886163 346.69874272713787 leaf_count=9959 25281 13332 24795 19401 16316 19258 8306 357 13773 5341 24126 10328 2879 10598 6217 11131 7523 754 5546 341 7890 357 8824 1353 38898 5929 2334 1271 2509 8773 internal_value=5.18761e-12 -0.00521968 0.00458112 -0.00259391 -0.0112494 0.00260161 0.00551792 0.0100079 0.000955425 0.0014933 2.73617e-05 0.00194941 -0.0093296 0.00867624 0.0154502 -0.0101393 0.00740691 0.0164163 0.00369148 0.00265516 0.00616811 0.0207428 -0.00184452 -0.0193491 -0.0044416 -0.00359051 -0.0071248 0.000101986 0.014848 0.00965917 internal_weight=16467.1 7697.09 8769.97 5362.07 2335.02 6425.99 2318.55 2343.98 4107.43 1669.35 3381.36 1668.32 1887.61 1883.19 460.794 1705.73 1485.86 442.076 1608.95 1348.08 495.513 38.373 1713.04 447.406 3692.72 2803.48 889.24 1347.48 396.141 709.604 internal_count=313700 128144 185556 86506 41638 132803 50471 52753 82332 26013 68559 34454 30326 42916 9837 27447 32318 9480 33392 27846 8588 698 34105 11312 60493 44827 15666 20672 8726 17079 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 4 4 11 6 0 1 0 6 1 6 11 7 1 2 8 4 11 6 0 11 8 6 4 0 6 split_gain=425.514 132.201 91.9531 60.3108 28.5267 23.1672 22.3135 20.5404 16.886 16.1127 15.8022 15.3978 14.916 12.6243 12.2249 12.022 10.7529 10.5633 10.4106 9.80284 9.53724 9.76979 9.45522 9.18022 8.96512 8.87774 8.83576 10.2567 8.62678 11.1046 threshold=1.3362913131713869 0.32550357282161718 -1.616288900375366 2.7211050987243657 3.1949387788772587 7.8747893248255281 9.7788621882770759 -3.5419051647186275 0.31729927659034735 0.36903019249439245 1.0000000180025095e-35 0.40531307458877569 0.10540475696325304 1.0000000180025095e-35 0.074632931500673308 0.43509620428085333 0.14181726425886157 1.0000000180025095e-35 1.0000000180025095e-35 0.23611111111111113 7.047858920887629 5.4510622024536142 0.28346157073974615 0.36314909160137182 3.0149137973785405 0.23611111111111113 0.18625152856111529 13.588919936973033 0.20905135571956637 0.12094413116574289 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 12 9 10 8 -1 13 -3 15 20 -2 19 -12 22 -7 -14 24 -5 -6 -22 -4 -9 -10 -16 27 -18 29 -21 right_child=1 4 5 6 11 16 -8 23 18 -11 14 -13 17 -15 25 -17 26 -19 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021896226284047526 -0.005324619664686208 0.0034393075487071326 -0.010260482381545933 -0.0015616647897587709 0.0075871926881079009 -0.0028980095057613742 0.011183871817042303 -0.013204433489091996 -5.2425605816437076e-05 0.0088823671764918719 -0.0097170012727392664 0.017857885664563471 -0.0014863783461444757 0.0057572487680484369 0.0079879082192510342 -0.0045841328515535355 0.0063488271056690044 0.0038348597125008421 0.028046377129285486 0.029298975837614136 0.011868142444883028 0.028907647393567212 -0.0057118940523335484 -0.0019055584277620026 0.0062264141650623999 -0.0018909066452692778 -0.00021021144377098326 0.027794919582000463 0.0019943364822112898 0.0025535736232702513 leaf_weight=260.18155164174823 818.03574903207482 1115.0929059155169 969.11117674637353 1107.0074823204013 702.44612794827844 410.88562335363531 322.53032682501362 807.95083239105588 246.15914834789874 872.41130034522212 100.34835655122879 265.29156517999945 2230.0322873427795 459.08051967126084 139.99963602877688 1422.6581633139576 100.85471058962867 395.26190350574325 18.122790897148661 24.755209307768382 514.61709228399559 32.17762635438703 714.57655207379139 70.353424787754193 1214.0890174781671 197.18755239262828 147.08942592999665 25.056579151423648 623.29838647536235 32.073719374835491 leaf_count=7491 17478 23700 15884 24854 19851 6427 6906 14058 4824 13908 1738 5325 39693 9198 2207 21336 1277 7206 363 361 13634 1085 10844 995 23917 3026 1909 240 13497 468 internal_value=-3.92275e-14 0.00338058 -0.00692493 0.00113102 0.00819212 -0.00488706 0.00361405 -0.0144926 0.00295854 0.00582853 -0.00586262 0.0112938 -0.00178741 0.00131979 -0.000524858 -0.00661446 0.00016828 -0.000685218 0.00544843 0.000179895 0.00989987 0.0128709 -0.00833001 -0.0122994 0.00516797 0.00221076 0.00478327 0.0106166 0.00301454 0.0142041 internal_weight=16358.7 10992.5 5366.25 7490.45 3502.04 4227.77 4047.12 1138.49 3724.59 1987.5 3543.88 1514.53 3443.33 2246.22 437.536 3106.35 683.886 2625.29 1478.37 1787.13 1249.24 546.795 1683.69 878.304 1460.25 337.187 273.001 125.911 680.127 56.8289 internal_count=313700 226268 87432 148765 77503 64888 84388 22544 77482 37608 55035 39895 64377 48378 6971 48064 9853 46899 29104 39180 34570 14719 26728 15053 28741 5233 3426 1517 14326 829 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 0 11 4 1 11 1 7 8 6 0 5 1 6 4 11 6 4 6 0 4 9 0 11 0 split_gain=412.02 112.952 104.917 46.5954 32.9562 26.757 20.3756 19.5679 17.068 16.2215 14.4411 13.1594 13.15 16.1689 11.7079 11.5613 11.2103 10.3168 9.67006 9.31726 9.20682 9.19737 8.98287 8.89157 8.65895 8.50458 9.80154 8.39675 8.08737 7.97994 threshold=1.6488257646560671 0.32622846961021429 -1.616288900375366 3.4319186210632329 0.30140350759029394 4.0180888175964364 0.40828531980514532 -3.5419051647186275 3.4433221162344596 1.0000000180025095e-35 0.38569867610931402 1.0000000180025095e-35 0.13058735430240634 0.29285714285714287 0.35450923442840582 0.37300667166709905 1.0000000180025095e-35 1.0000000180025095e-35 0.27886953949928289 9.8181934562204969 0.48261085152626043 0.11894121766090394 16.126773603130491 0.074632931500673308 0.37871202826499945 15.637301171171538 1.0000000180025095e-35 0.36314909160137182 3.7481241226196294 0.20905135571956637 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 9 11 6 17 -1 -5 12 -6 14 21 -14 20 -12 24 22 25 -20 -4 -2 -3 -13 -7 26 29 -9 -8 -10 right_child=1 5 4 8 10 16 28 27 18 -11 15 23 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021614686551499538 -0.0063346277141519015 0.004192845663690558 -0.01005796733008342 0.0031077998305074064 -0.0041163391961550585 0.0090959534262666768 0.011955921374074294 -0.013082230895449895 0.020882847630238625 0.0037987378379292472 -0.00036148852986536321 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408.94827959506074 leaf_count=7491 11440 35732 16096 28286 11523 10683 5299 14058 414 14797 13958 1755 29467 12634 11023 2994 2555 11509 6723 1504 17977 23126 965 4480 5619 437 407 995 647 9106 internal_value=1.11321e-11 0.00374002 -0.00609899 0.00156062 -0.00424794 0.00836877 0.00696029 -0.0143541 0.00516921 -0.000135589 -0.00102114 -0.00606898 -0.000931792 0.000549353 -0.00678371 0.00128482 0.0136689 0.00581048 0.0085708 0.0123199 -0.00791099 -0.00299324 0.00461225 -0.000933488 0.0121264 0.0057626 0.00500835 -0.012211 0.0132182 0.00589463 internal_weight=16256.6 10077.1 6179.47 6851.24 5047.63 3225.84 2548.57 1131.84 2190.68 4660.56 1820.97 3226.66 3876.13 2255.54 2832.45 1043.53 677.275 2152.99 826.63 354.006 2111.27 1620.6 1615.25 394.206 584.001 472.624 456.585 873.902 395.581 438.747 internal_count=313700 211350 102350 138341 79806 73009 54152 22544 46877 91464 28475 51331 76667 42101 45096 16952 18857 48206 18591 8227 34073 34566 36697 6235 16302 10364 9927 15053 5946 9520 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 4 0 1 1 11 8 7 0 11 11 11 1 4 7 6 4 1 6 6 6 6 0 0 4 split_gain=402.174 125.169 98.1677 43.5263 30.8504 25.0768 19.6759 17.7203 17.6641 15.2737 14.6069 14.0158 13.8408 12.7619 12.5404 12.455 11.7481 11.7207 11.313 11.1209 10.8479 10.0772 9.6386 9.57124 10.8653 9.48772 9.35871 8.82334 8.57142 8.21036 threshold=2.0831813812255864 -1.137674033641815 0.33937859535217291 0.30140350759029394 3.63657557964325 -3.5419051647186275 3.1017201686783031 0.37437555193901068 1.0000000180025095e-35 1.0000000180025095e-35 3.119949579238892 0.81666666666666676 0.18415442109107974 0.28488664329051977 2.8256129026412968 0.23119770735502246 0.86810946464538585 1.0000000180025095e-35 2.555843120094428 0.10366221517324449 0.17191658914089206 16.35319840055201 1.0000000180025095e-35 0.16456714272499087 0.16643700003623965 0.34540554881095892 0.3059657514095307 0.37036058306694036 0.29632548987865454 7.4483826825060513 decision_type=2 2 2 2 2 2 2 2 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 16 6 -1 13 10 15 -9 -4 22 17 26 -11 -5 25 -8 28 -17 -15 -12 23 -6 -25 -3 -2 -10 -7 -21 right_child=2 3 7 8 11 18 12 9 27 14 21 -13 -14 20 -16 19 -18 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.021328035468613626 -0.0040895929625425131 -0.0082271474105740858 0.0032005639268672336 -0.0052552452664287007 0.00011983341449346755 -0.016014000648621848 0.00073470773042283162 0.0100471184785889 0.00329103005270413 0.0086043772583856114 0.0094087280226663947 0.019574309214775456 0.0084201441460641374 -0.0030287589593172202 0.020979085357389914 -0.0048686420989129198 -0.0035669135378069844 0.0064315838081388885 -0.0081576325890448057 3.1345262467613181e-05 0.0061331063854844327 0.030793382876250681 0.0096741353454524448 0.04244344745013371 0.0053217698665286124 -0.0030866405715413926 0.00052647370910558107 0.013491131278350086 -0.0082376981562520928 0.005672888797816104 leaf_weight=255.52079618766584 977.83576856034051 1274.3532839107065 494.48917475159396 473.35680411898647 392.44542043205729 457.18046121884254 1415.4912411148543 814.8936637458828 303.41900035287836 103.05984021071345 597.42518105845375 62.996090994274709 367.55779630277539 172.83848736867367 258.73806808982044 286.80491987493588 2083.5638476411987 421.90975048352266 625.41772806944937 752.61865023853898 355.62775212540873 20.513599314726889 350.56097600670182 7.1412616872694334 1126.6702009483997 432.91753605086706 663.51237949782808 101.97732337773778 176.94401522236876 335.74331398826325 leaf_count=7491 19562 20385 10969 7085 9480 8432 30767 17092 5550 1535 17830 1627 6984 4587 4772 5511 35477 7901 10261 12463 8817 555 7571 121 23963 6453 11423 1544 2727 4765 internal_value=4.90292e-12 -0.00504832 0.00443581 -0.00311573 0.0025064 -0.0127589 0.00111009 0.00975813 0.000185729 0.0123245 0.00704346 0.00565543 0.00310591 -0.000918056 0.0174541 -0.001058 -0.00507868 0.00204284 -0.0110205 0.000386771 0.00313666 0.0101186 0.00518824 0.00415789 0.00555558 -0.00692365 -0.00222356 0.00585686 -0.0138441 0.00177168 internal_weight=16163.5 7559.82 8603.71 6044.75 6314.59 1515.06 4374.77 2289.12 2253.92 1176.69 1112.43 1939.81 2204.96 2169.81 361.798 1848.52 3790.83 1837.4 1259.54 1375.17 528.466 617.939 1876.82 1526.26 1133.81 1707.27 1641.35 405.396 634.124 1088.36 internal_count=313700 128144 185556 99233 132803 28911 90041 52753 36918 23399 29354 42762 45652 44389 6307 29824 62315 38668 21420 22739 13404 18385 41135 33564 24084 26838 30985 7094 11159 17228 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 8 0 11 1 1 6 6 11 0 11 4 1 1 4 11 0 0 6 9 11 7 10 4 9 split_gain=390.565 123.101 84.347 56.7623 27.5648 21.4908 20.5659 19.1758 18.2147 15.3953 14.8943 13.9274 13.4579 12.8504 12.608 12.4412 11.3734 11.3363 10.1262 9.73987 9.66443 9.20476 8.81368 8.31049 8.20936 8.07936 11.1607 8.04772 8.01311 7.81218 threshold=1.3362913131713869 0.32842732965946203 -1.616288900375366 2.7365504503250127 4.0180888175964364 0.34444731473922735 0.18333333333333338 0.42563462257385259 -3.8925398588180538 1.0000000180025095e-35 1.0000000180025095e-35 0.10540475696325304 0.32472248375415808 0.43509620428085333 0.20905135571956637 4.7437663078308114 9.7103969069485476 1.0000000180025095e-35 1.0000000180025095e-35 15.866649662631604 3.8110874891281132 0.39052157104015356 0.37871202826499945 0.16285634040832522 1.0000000180025095e-35 2.3584704399108891 0.23415040224790576 0.11723486977552967 10.166130212724005 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 3 8 11 7 10 12 9 -1 19 13 -2 18 -4 -8 16 23 -13 20 25 -5 -10 28 -16 -20 26 -3 -22 -6 -15 right_child=1 4 5 6 22 -7 14 -9 21 -11 -12 17 -14 29 15 -17 -18 -19 24 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021994134444521429 -0.0050453822184870715 0.00061976843731369831 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203.84624182743573 72.399419824127108 365.51020650391365 34.283850471489131 274.44420608437213 870.98609395863605 20.23466653120704 1132.691223558053 21.650843515672022 5.2442714594071722 84.221557749464409 155.12240865943022 leaf_count=6226 18029 10148 27143 15292 9370 8821 2693 3127 15866 12656 7080 40997 16234 19327 8905 3530 6518 7588 4603 1257 8579 452 6431 18820 466 28023 265 254 2483 2517 internal_value=1.26583e-11 0.00326688 -0.00669966 0.00114656 0.00810689 -0.00472651 0.00358799 0.00675136 -0.0140079 0.00598985 -0.00567344 -0.00164074 0.0016049 -0.00641647 0.00592029 0.00513285 0.00441932 -0.000590423 -0.000385527 0.00460813 -0.00162902 -0.0121738 0.0136718 0.00316494 0.00540034 0.00416138 0.00139218 0.00225915 0.0106485 -0.00432123 internal_weight=16060.2 10795.9 5264.28 7507.15 3288.74 4145.14 4001.87 2644.56 1119.14 2428.74 3476.97 3505.28 2162.85 3041.43 1839.01 1671.08 1553.07 2678.86 1266.71 1819.76 1042.63 910.115 644.179 1253.76 224.081 1747.36 614.669 370.754 369.735 1411.68 internal_count=313700 226268 87432 152508 73760 64888 85894 55476 22544 52349 56067 66614 45428 48987 40466 37773 34243 48585 29194 39693 24125 16318 18284 27725 5069 38436 10413 8833 11853 21844 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 1 1 11 0 8 7 4 11 4 11 6 7 4 0 6 8 5 4 11 0 0 4 6 0 split_gain=381.113 117.612 92.8973 43.3528 30.677 22.4548 19.3589 17.2193 16.9302 15.4935 14.2463 14.4098 13.5969 11.9551 11.7822 11.7743 11.2464 10.3547 9.52838 9.06423 8.94803 8.6378 8.39001 8.36418 7.77382 7.57346 10.167 7.27847 7.24237 7.16326 threshold=2.0831813812255864 -1.2297213077545164 0.33937859535217291 0.30140350759029394 3.63657557964325 -3.5419051647186275 1.0000000180025095e-35 1.0000000180025095e-35 4.147409439086915 0.42563462257385259 0.18333333333333338 0.1512950733304024 3.4051711981388286 0.86810946464538585 2.555843120094428 0.23119770735502246 0.34330843389034277 0.10366221517324449 17.23079907578424 0.37036058306694036 0.35450923442840582 0.81666666666666676 1.0000000180025095e-35 4.2186248773804307 5.340548276901246 0.38025541603565222 0.38184265792369848 7.4483826825060513 0.66312158107757579 0.30077923834323889 decision_type=2 2 2 2 2 2 2 2 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 13 6 25 10 15 9 18 16 -12 24 20 -7 -5 29 -17 -4 -9 -3 23 -10 -14 -6 -1 -27 -19 -26 -2 right_child=2 3 8 7 12 14 -8 19 22 -11 11 -13 21 -15 -16 17 -18 27 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.022029544326771858 -0.0043498471456900932 -0.0081296989287334628 0.0068449854747407064 -0.0050185372653539341 0.0028337427751595882 -0.013978115899904229 0.0053909586921840726 0.003186483979064817 0.01290600165133282 0.016350140585911287 9.0770479291750656e-05 0.0058221776365306819 0.016256332873755469 -0.0035329811436356695 -0.0079503072606489002 -0.0047274363327010063 0.0016271094388238465 8.090994683900841e-05 0.021079675131063246 0.013559543280225834 -0.0030988579685339141 0.019739096802867756 0.024133934543589284 0.0065303989888365046 0.0096845725950859708 0.051783520003789593 -0.013108506014275182 0.0054153399736744942 0.050284262451237724 0.002198533651588945 leaf_weight=238.77459796216135 1034.9460328376008 1315.5250912233605 1540.8467229301023 493.69806852152396 1062.2779645914052 584.70625087796361 765.06308448540221 302.08370440702129 415.78060687515244 187.75656368263299 1148.5682023775007 601.58308319674688 92.13777357165236 2060.0370632994891 582.67198126360017 282.05295485397801 598.97943873705663 745.17493320974609 43.51721703982912 101.21944492231705 419.7081259903207 59.93453279757523 69.978044282412156 583.88086918021145 106.44013290150906 2.8608197672292581 9.0373573107644898 333.10323793758289 4.1069508969085282 175.89558650380059 leaf_count=7249 21331 21365 35670 7470 21890 10553 15148 5576 11515 2795 25826 11688 1731 35477 9590 5511 11299 12463 810 1549 6334 1537 1963 14641 2849 11 231 4765 114 4749 internal_value=2.06342e-12 -0.00494217 0.00434792 -0.0031202 0.0024595 -0.0127188 0.00106142 0.000171975 0.0095617 0.00820161 0.000130967 0.00206084 0.00562738 -0.0050783 -0.0109695 -0.00105008 -0.00173528 0.000390178 0.00723597 0.00578987 -0.00691287 0.00882373 0.0145235 0.00785599 0.00362165 -0.0208655 0.00249425 0.00172883 0.0111929 -0.00339858 internal_weight=15962.3 7470.65 8491.69 6052.6 6233.81 1418.05 4325.04 2257.33 2257.88 1772.12 3559.97 1750.15 1908.78 3795.27 1167.38 1854.03 1809.82 1360.33 1584.36 403.303 1735.23 735.953 485.759 676.019 1172.83 250.673 11.8982 1078.28 110.547 1210.84 internal_count=313700 128144 185556 100510 132803 27634 90041 37334 52753 39275 74893 37514 42762 63176 20143 30209 37379 22739 36480 7125 27699 17909 13478 16372 24853 7491 242 17228 2963 26080 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 11 5 0 1 8 6 6 1 0 4 7 11 7 7 8 8 11 0 6 0 0 9 1 4 split_gain=370.323 116.632 78.8483 52.6118 26.843 21.4421 17.2974 17.0101 14.1577 13.9682 13.7946 14.182 13.7563 13.7502 12.6269 12.136 11.1247 10.8836 10.4831 10.2896 15.0975 9.43235 9.11391 9.07096 9.04774 8.64773 8.52782 8.4307 8.63047 8.22103 threshold=1.3362913131713869 0.32550357282161718 -1.616288900375366 2.9559297561645512 3.1949387788772587 0.26852519810199743 -3.8925398588180538 3.4767064957134859 0.36903019249439245 1.0000000180025095e-35 0.58571428571428574 0.31524370610713964 0.085678845643997206 1.0000000180025095e-35 0.40531307458877569 3.3690377498030597 0.21614431589841845 0.23119770735502246 0.14560854434967044 0.19641235470771792 0.29285714285714287 0.13392857142857145 4.2956635951995858 0.27122421562671667 0.023078305646777156 0.3526489138603211 0.37300667166709905 1.0000000180025095e-35 1.0000000180025095e-35 7.1471188952763569 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 12 8 19 -1 9 -3 10 11 -5 16 17 22 27 -2 18 -7 -4 -21 -15 -6 -12 -24 -8 -19 28 -14 -26 right_child=1 4 5 7 14 13 25 -9 -10 -11 23 -13 15 21 -16 -17 -18 26 -20 20 -22 -23 24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.021549817248159599 -0.0056748251248919098 0.0032194983979656785 -0.0085636554189980826 0.00012444141051905412 0.0077929373168709069 -0.0094849905057947537 -0.012895174875187492 0.017138647712352937 0.0083985835593561407 0.0078636589293010553 0.020574074784628183 0.0047459340121691167 -0.0037553921193188258 0.012847743263182962 0.016963968153804784 0.0017062110556109865 0.0092100608410502459 -0.0026524433111104573 -0.0031085624879502415 -0.0057915631575594807 0.0082194523769164307 0.00033776661607940546 0.00093997599195608825 0.0059029495905203342 0.011053197718095216 -0.0033271059918637191 0.0053881829184811323 0.002969619015187319 0.0027351627677387812 0.020463985089049837 leaf_weight=204.52283018885646 746.92141016104142 1089.647511463947 1271.2652742748905 1433.0072587215291 817.15635099707288 431.84696721559158 805.24938978986756 84.919191564200446 842.20342308123509 553.79788352107425 57.674154927954078 1025.110377865858 1323.5194343201874 67.561598949716426 252.89127828125493 1419.7014647373871 48.099702526582405 906.64559619082138 501.54596065323858 425.85374830439105 82.649564223800553 275.17862925121153 46.355055248757708 110.78612480670563 196.00049932517868 95.050091872108169 136.59964000078617 262.11614139374433 214.22329519828781 145.60974941478344 leaf_count=6226 16644 23700 19843 33229 22567 7386 14848 2153 13908 11536 1466 20204 24207 1144 5325 26426 1421 14956 7581 6681 1022 4524 1260 2771 6335 1470 1751 4792 3916 4408 internal_value=-4.11592e-12 0.0032001 -0.00656118 0.00105976 0.00779656 -0.00464406 -0.0136741 0.00388763 0.00547736 0.00353382 0.0026209 0.00205175 -0.00124032 -0.0027434 0.0108695 -0.00036766 -0.00477427 -0.00370526 -0.0060587 -0.00712098 -0.00351428 0.00280376 0.00959057 0.0109258 0.0133769 -0.011885 -0.00159963 -0.0020035 -0.00285119 0.0150645 internal_weight=15873.7 10669.7 5203.97 7279.88 3389.86 4099.15 1104.82 3265.29 1931.85 3180.38 2626.58 2458.12 4014.58 2319.38 1458.01 3219.56 795.021 1976.64 933.393 1779.77 508.503 342.74 1205.12 168.46 387.965 900.299 1043.25 1799.86 1537.74 341.61 internal_count=313700 226268 87432 148765 77503 64888 22544 71359 37608 69206 57670 53433 77406 37342 39895 59341 18065 31674 14967 27546 7703 5668 34570 4237 12003 16318 16707 32915 28123 10743 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 11 1 1 8 7 0 8 7 0 11 11 6 4 0 6 11 1 4 0 11 0 5 7 11 split_gain=363.272 110.235 88.3355 39.8098 26.9944 22.4892 18.4728 17.2922 16.1372 13.5062 13.3696 13.0491 12.503 10.525 10.334 10.1963 10.1486 10.0549 9.97185 9.61667 8.46209 8.41101 8.01347 8.09202 7.83471 7.58797 7.59441 7.05703 6.84954 6.61556 threshold=2.0831813812255864 -1.137674033641815 0.33773362636566168 0.30140350759029394 3.63657557964325 -3.0189130306243892 3.3822349309921269 1.0000000180025095e-35 1.0000000180025095e-35 0.18333333333333338 0.1512950733304024 0.37437555193901068 0.29285714285714287 0.099597558379173293 0.32050831615924841 0.86810946464538585 0.52932482957839977 0.34330843389034277 14.588812447287346 0.42004290223121649 0.34540554881095892 4.601525306701661 1.0000000180025095e-35 18.245816133915071 0.37036058306694036 -6.4826273918151847 0.38025541603565222 6.1402905072902625 0.12799011915922168 -5.5399577617645255 decision_type=2 2 2 2 2 2 2 2 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 15 7 25 11 9 13 17 -11 -4 -6 -5 -7 20 19 -2 27 -15 -3 -14 23 -16 -10 -1 -27 -8 -22 -28 right_child=2 3 6 8 12 14 18 -9 24 10 -12 -13 21 16 22 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.032292651704917234 -0.0032541936833243661 -0.0079239342480705716 0.0037807620534828783 -0.0062018100664893473 0.0037962882963528686 -0.011741622004256691 0.011005609609393851 0.0051953647525730196 0.0031931259556295787 0.00014861149564196211 0.0057261301014748149 0.0099354804180124632 0.0070822838443298916 -0.0041987224147770289 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14924 5550 25425 11509 10679 9987 7724 3796 35477 16120 11226 2371 220 1468 4090 281 59 1544 8526 56 307 4985 220 internal_value=2.37382e-11 -0.00485381 0.00426825 -0.00302208 0.00238329 -0.0121888 0.00929102 0.00105814 0.000164398 0.000170156 0.00207094 0.00681158 0.00538598 -0.00103968 -0.0100568 -0.00492507 -2.591e-05 -0.00166346 0.0122174 -0.00336443 -0.00666651 0.00917225 -0.00507581 -0.00650782 0.0056241 -0.0186229 -0.0172625 0.0113295 -0.00302771 0.00339072 internal_weight=15781.3 7384.12 8397.15 5908.6 6105.76 1475.52 2291.39 4236.23 2209.27 3487.66 1712.47 1240.41 1869.53 1810.08 1108.28 3699.33 1512.95 1775.19 1050.98 531.564 1664.49 552.828 280.117 259.453 399.192 367.237 333.998 962.156 427.465 15.29 internal_count=313700 128144 185556 99233 131151 28911 54405 89038 36918 74114 36934 25746 42113 29824 18863 62315 24064 37180 28659 7944 26838 14077 4136 3855 7094 10048 8802 26288 6453 276 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 11 0 8 1 1 1 4 4 6 11 1 9 6 5 4 1 4 6 6 6 7 6 6 0 split_gain=352.058 96.8629 86.6988 40.6595 29.7676 23.8413 16.8838 15.7918 14.0644 13.5097 12.4707 11.8243 11.5002 13.303 11.3894 10.2291 9.85258 9.58801 9.55813 9.19679 9.02582 8.97573 8.88888 8.88305 8.8423 8.22705 8.17647 7.85704 7.56198 7.46079 threshold=1.6488257646560671 0.32622846961021429 -1.616288900375366 3.1798011064529423 0.30140350759029394 4.0180888175964364 -3.5419051647186275 0.40828531980514532 0.53571428571428581 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5974275744411117 3.620247068523311 0.31524370610713964 0.23119770735502246 1.0000000180025095e-35 1.0000000180025095e-35 0.21596458554267886 1.0000000180025095e-35 16.705599394648608 1.0000000180025095e-35 12.70981844265012 0.25034973025321966 0.040838092565536506 0.074632931500673308 0.14502749592065814 0.37499696016311651 0.42534138262271887 0.37871202826499945 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 9 10 7 -1 20 14 18 12 15 23 -14 16 26 -5 -18 22 29 21 -3 -2 -4 -23 -12 -6 -15 -13 -7 right_child=1 5 4 8 11 19 -8 -9 -10 -11 25 28 13 27 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.020397005667920229 -0.0035900848198949934 0.0040558089970806335 -0.010252158996298985 0.00070051415381015771 -0.0092109580131406656 0.0086954746927002009 -0.011398972692699686 0.012198077592007311 0.011531347270189398 0.0034474603350562317 -0.0081585340640435659 0.0033812361231975226 0.010185563484587754 -0.0060651383917947315 0.0060683916993851585 2.1319516822544325e-05 0.0084080533436550562 -0.014089485092495869 0.00013826622516947945 0.021953516240189704 0.017983753315646243 -0.0013722258451538414 0.0094260254566161054 -0.0058745802653410589 0.010211166769182217 0.0019537303298697421 -0.0020494069587804293 0.00097637852256533776 0.022339106992247233 0.015770577645587553 leaf_weight=240.92879123010789 1351.0833444182354 1522.1352470923157 832.34426575279213 1150.60492416329 247.25581852177856 328.08428939196165 849.17716453028697 376.62395982777525 222.92474792213761 659.44697225296113 97.895704140421003 254.49015699602023 55.886176862288266 829.17406568210572 1030.1215724681824 907.60353265645972 264.02893065563694 18.225975022440252 1881.9504476127986 89.457280860166065 51.033087094547227 68.518115418904927 48.930219570873305 836.43676210548438 441.39019150639069 278.11974890617421 341.85977470617217 172.24150307098171 20.458795095677488 226.92019510708633 leaf_count=7491 29374 35909 14840 27305 4030 10683 15053 5946 5526 12740 1755 4365 690 13511 20636 14748 5708 448 35759 2555 960 1461 845 13180 9876 4480 4974 2875 358 5619 internal_value=-1.88999e-11 0.00351737 -0.00573942 0.00146897 -0.00402875 0.00789065 -0.0133877 0.00654487 0.00431549 -0.000470811 -0.00580059 -0.000926359 -0.00650703 -0.00405906 0.00366238 -0.00197681 0.00193263 0.00695533 -0.00125811 0.013027 0.00552277 0.00520982 -0.00313517 -0.008058 0.00865467 -0.000679 -0.00505516 -0.00485401 0.00479188 0.0115882 internal_weight=15695.4 9731.48 5963.87 6627.32 4873.77 3104.16 1090.11 2459.7 2685.91 3941.41 3102.1 1771.67 2726.08 1057.3 2462.98 1496.72 1432.86 282.255 3281.96 644.462 2083.08 2032.04 1400.01 1668.78 509.908 376.015 589.116 1001.42 274.949 555.004 internal_count=313700 211350 102350 138341 79806 73009 22544 54152 59623 78718 51331 28475 45096 17076 54097 23752 33461 6156 65978 18857 48206 47246 30219 28020 11337 6235 9004 16386 4723 16302 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 11 1 1 8 7 8 0 0 7 6 9 1 4 4 4 11 4 6 7 4 0 11 6 0 split_gain=344.402 104.539 84.1017 36.2432 26.7168 25.2101 17.9532 16.8425 13.3339 13.2151 12.8679 11.6443 11.0732 10.937 10.4988 9.30868 9.01363 9.16254 9.065 10.5948 8.13934 8.00146 7.96747 7.83937 7.52653 7.46283 7.36716 6.97022 12.8145 6.65786 threshold=2.0831813812255864 -0.79627674818038929 0.33773362636566168 0.30140350759029394 -2.8060469627380367 3.63657557964325 3.4651436805725102 1.0000000180025095e-35 1.0000000180025095e-35 0.18333333333333338 0.1512950733304024 0.29285714285714287 0.37437555193901068 0.25407753884792333 0.099597558379173293 0.34330843389034277 1.0000000180025095e-35 1.0000000180025095e-35 3.5974275744411117 3.620247068523311 15.866649662631604 4.601525306701661 1.0000000180025095e-35 0.027981450781226162 0.19887010753154757 7.4483826825060513 0.37036058306694036 5.998493194580079 0.67321616411209118 0.17500744014978412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 16 22 7 12 9 14 15 -11 -7 -4 -6 -5 -2 17 18 -3 -20 23 -13 29 -8 -18 -16 -10 -25 -29 -1 right_child=2 3 6 8 13 11 20 -9 26 10 -12 21 -14 -15 25 -17 24 -19 19 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31 leaf_value=-0.011258803515584724 -0.0032070978370312745 -0.0071595015476866551 0.0040842630699441879 -0.0060136427830643022 -0.01272461493850424 0.0037129943080545327 0.0037635401868586407 0.0051342498883548008 0.0030241888236171295 0.00014779945127330914 0.0056411801372779633 0.0068835576371708666 0.0096270381669310325 -0.0070763759473893972 -0.001120559432190674 0.0014292992174402878 -0.0044147367866176545 -0.00097786915325072626 0.0085791772483518308 -0.0043368635761823603 0.023464578081244358 0.015391669199720215 -0.013079967757581419 0.012055252139132968 0.0046807238222202263 0.0036316099004865955 0.012543436203076281 0.038622208295040678 -0.024690998653481778 -0.023967214124259981 leaf_weight=46.352374423644505 1171.4576348970877 1622.1596606505191 661.58073697217333 282.73453003796749 474.25753852375783 1307.9982241269427 103.69242003461113 744.81854925033258 288.69028236847953 1109.0870557779563 586.82612478910596 411.66941311613482 636.44795939283358 883.00441588525428 980.0260574734275 584.04109567726118 163.8553255002189 419.92898978065932 60.546318770502694 1021.372475787939 54.496574057498947 131.18330588703975 184.50084264853649 786.1686172511545 163.67254499695264 426.99828942428576 98.012745109037496 18.994607499393172 3.3906835932866661 185.90694434352918 leaf_count=1469 25954 28037 16170 5564 8118 28036 2740 14924 5420 25425 11509 9987 11484 14498 16433 11226 3043 7335 742 17270 1555 4090 4411 21625 2628 6214 1530 773 58 5432 internal_value=7.063e-12 -0.00475364 0.00417611 -0.00272018 -0.0110901 0.00232933 0.00910711 0.00104289 0.000411623 0.000159965 0.00204864 0.00524595 0.00680199 -0.00905 -0.000738419 -0.0016646 -0.00460429 -0.00510069 -0.00574095 -0.00361406 0.0122022 0.00893959 -0.017734 0.0115293 0.000130456 0.00032161 0.00543691 0.0125253 0.0290322 -0.021431 internal_weight=15613.9 7302.02 8311.85 5528 1774.02 6047.08 2264.77 4196.23 2076.46 3451.41 1695.91 1850.85 1298.03 1357.26 1689.76 1755.5 3451.54 3124.01 2704.08 1081.92 966.743 542.853 416.76 912.246 327.528 1407.02 386.703 808.554 22.3853 232.259 internal_count=313700 128144 185556 94216 33928 131151 54405 89038 35161 74114 36934 42113 27654 22616 28211 37180 59055 53384 46049 18012 26751 14077 11312 25196 5671 22647 6950 22456 831 6901 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 6 1 0 8 0 11 1 7 0 0 11 2 11 4 4 7 11 6 0 6 1 4 0 0 split_gain=335.632 118.529 74.739 41.6124 31.1234 23.6711 18.6588 15.2794 14.9213 14.0245 12.2838 12.2745 11.4727 11.0679 10.1988 10.055 9.98894 9.92403 9.60892 9.51691 9.40152 14.4174 9.02186 8.82971 16.491 11.4475 8.81582 8.94762 8.77862 8.74608 threshold=2.341474294662476 -0.33340509235858912 0.32842732965946203 0.30140350759029394 -2.8060469627380367 1.0000000180025095e-35 0.36600293219089514 1.0000000180025095e-35 0.36781153082847601 0.18333333333333338 0.37437555193901068 2.6430628299713139 1.0000000180025095e-35 0.1500719636678696 0.28996926546096807 0.20515289902687076 4.0180888175964364 1.0000000180025095e-35 3.9444833993911748 9.3933610335468511 3.4433221162344596 0.19786719232797625 2.8256129026412968 0.41417650878429418 0.23279571533203128 0.45123457908630377 1.0000000180025095e-35 2.5403740476076084 0.20515289902687076 0.3219196498394013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 20 -1 6 9 16 -5 18 -9 -11 14 15 -6 -13 -4 23 -2 -7 26 -22 -12 24 -8 -25 -3 -28 -27 -26 right_child=2 3 7 8 12 19 17 10 -10 11 22 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 25 29 28 27 -29 -30 -31 leaf_value=-0.017515487964964251 -0.003058906115829799 -0.0058679755698908724 0.0062818272449669411 -0.00024005759636387794 -0.011239666310969367 0.0059178545716929154 0.016730305846512788 0.0090968577344570662 0.0052416070908335791 -0.0033385545610061288 0.0076263984841638622 0.023158242996535263 -0.0010642426914170458 0.0086365305642422032 -0.0064241051063964397 0.0013981606762057575 0.011667604446624206 0.029758489436404679 0.0025831290370649444 0.015528980636382545 -0.0032531958909253365 0.0053139015505006019 0.019989105247869836 -0.003331138337382444 0.0018234418370281602 0.00047883042298039287 0.003230402799024638 -0.010419784429558904 0.007459668247965223 0.029784330344146941 leaf_weight=413.4811971920426 1131.4598544240871 1939.4832623532275 1256.5820056964221 1691.6434729120956 921.6937170981837 779.82406939390057 133.84525655728066 343.75297951654647 607.37425565430021 258.01689418108435 67.817003027739702 19.623728382459376 174.01055445952807 318.65628598794865 693.75195168546634 732.73673163494095 411.40166247502202 14.069957052954122 357.51454830172952 105.23650411865674 1366.5731659863377 203.06231386394938 245.2533355205087 207.33499537137686 198.35586266750761 266.77627045800909 191.36978663067566 55.82665816808003 413.29661442358338 10.606626944849266 leaf_count=11312 25659 33704 30962 31527 16316 16324 1982 8827 8919 5270 1057 358 2879 6520 11131 17648 13503 326 8500 1951 23539 2946 4772 4258 4263 3746 3267 1050 10821 363 internal_value=-2.70065e-13 -0.00413855 0.00469974 -0.00197074 -0.0100973 0.00261491 0.00164631 0.0091364 0.00120814 0.000295277 0.0130121 0.00253539 -0.00838325 0.00395047 -0.00917163 0.00196573 0.00761021 0.00470608 -0.00170421 0.00706065 -0.00391634 -0.00214488 0.0173111 0.00441956 0.00850877 0.00283988 -0.00518793 0.000147655 0.00472125 0.0032427 internal_weight=15530.4 8258.27 7272.16 6055.33 2202.94 4947.35 4062.29 2324.81 2299.02 2818.01 656.823 1329.03 1789.46 1071.02 1615.45 752.36 1667.98 1244.29 1488.97 885.061 3756.32 1569.64 313.07 1230.22 342.808 887.408 2186.68 247.196 680.073 208.962 internal_count=313700 146590 167110 104952 41638 107989 89714 59121 40446 63955 14656 29796 30326 24526 27447 18006 44465 25759 34159 18275 64506 26485 5829 25433 6608 18825 38021 4317 14567 4626 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 11 1 0 11 8 0 1 4 0 1 6 11 11 6 6 1 6 6 8 4 0 7 6 10 split_gain=328.734 102.655 66.2019 48.2759 25.7447 19.9083 16.065 15.8483 15.2084 13.333 11.8315 13.5183 11.0523 10.7702 10.0657 9.96927 9.88996 9.6248 8.72272 8.43092 8.39749 8.31757 8.04686 7.85652 7.63701 7.32523 7.20969 7.08954 6.93433 7.21927 threshold=1.2465536594390871 0.32121737301349645 -2.3216673135757442 2.7211050987243657 3.2250218391418461 0.34444731473922735 0.17378091812133792 1.0000000180025095e-35 0.3665823638439179 4.8003745079040536 0.23611111111111113 0.20905135571956637 1.0000000180025095e-35 15.866649662631604 0.15876720100641253 1.0000000180025095e-35 0.42793913185596472 -5.5399577617645255 5.998493194580079 0.60816988348960888 0.32472248375415808 1.0000000180025095e-35 0.19192082434892657 0.040838092565536506 0.64583333333333337 9.6328058807670303 0.44009289145469671 0.2484482824802399 0.15391428768634799 0.0013846504735002265 decision_type=2 2 2 2 2 2 2 2 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 17 15 8 6 12 9 19 10 20 16 -4 18 -11 22 -12 -1 26 21 -5 -3 24 -9 -2 -25 -6 -16 -28 -30 right_child=1 4 5 7 13 -7 -8 23 -10 14 11 -13 -14 -15 27 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 28 -29 29 -31 leaf_value=-0.025768326029470351 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32.214200273214374 568.5718461472934 28.294250028702663 42.248443923948798 680.17738081702555 288.37160823933664 1701.9538465936421 551.81230470356968 42.474833496031351 54.141524716978893 9.7887365259230119 9.8687478866777365 5.8446918260306111 34.416783864377066 leaf_count=2506 22605 19858 28486 22468 37417 9241 27484 1528 15505 585 1356 23563 3438 1990 5511 10240 675 12528 1147 1000 12526 6225 31487 11049 777 980 255 530 69 671 internal_value=-4.30934e-13 0.00296624 -0.00646489 0.000866596 0.00712688 -0.00509814 -0.00599466 0.00323638 0.00500269 0.00231205 0.00171802 0.00406485 -0.00793916 0.010202 0.00900701 -0.00174185 0.0134071 -0.0154487 0.009608 0.00278562 8.08035e-05 0.00230383 -0.00244201 0.00742635 -0.00440844 0.00844913 0.00926204 0.011513 0.0204348 0.0149288 internal_weight=15428.4 10575.9 4852.46 7028.82 3547.07 4211.71 3542.45 3682.89 2097.92 3017.27 2771.37 1138.88 1838.9 1449.15 245.899 3345.93 124.198 640.75 1376.52 1196.49 1632.5 1154.24 2828.79 665.626 1126.83 605.954 1348.23 210.088 50.0502 40.2615 internal_count=313700 230017 83683 145880 84137 68649 59408 80771 42588 67214 60588 25594 31924 41549 6626 65109 2031 15034 39559 27083 34994 26083 54869 13557 23382 12029 38412 6041 995 740 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 11 0 8 6 1 1 1 0 4 7 4 11 6 5 9 6 6 0 0 9 5 6 1 0 split_gain=320.543 86.1508 78.1296 36.0362 23.2924 22.5007 19.7122 14.6096 13.393 13.7142 12.4223 12.0323 11.0259 10.6442 10.0431 10.0918 9.25907 9.23195 9.0345 8.12602 7.95763 9.37045 7.71819 12.8546 12.4236 10.257 7.51815 7.47768 7.37603 7.11622 threshold=1.6488257646560671 0.32842732965946203 -1.2297213077545164 3.1798011064529423 0.30140350759029394 4.0180888175964364 -3.5419051647186275 0.43175138533115393 0.64583333333333337 0.34966887533664709 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36425732076168066 15.126169668732652 0.11789115890860559 2.555843120094428 0.52932482957839977 0.35450923442840582 6.5542489857170763 1.0000000180025095e-35 0.66312158107757579 0.41113716363906866 0.16725500673055652 0.30782255530357366 1.0000000180025095e-35 1.0000000180025095e-35 0.38607259094715124 1.0000000180025095e-35 0.37300667166709905 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 11 12 7 -1 10 9 28 19 14 18 16 15 -2 -8 -6 -4 -3 21 -17 23 25 -24 -11 -7 -27 -5 -19 right_child=1 5 4 8 17 26 13 -9 -10 22 -12 -13 -14 -15 -16 20 -18 29 -20 -21 -22 -23 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.019785076576896696 -0.0036655183747409548 0.0041697166541167707 -0.0070113981964205485 0.00090635348743090839 -0.00332151222234227 0.011466177080526036 -0.013830687837793197 0.015411681177538217 0.01176751516982146 0.034747425950939201 0.0095563918882794925 0.0033585075173856575 -0.00026780138173255927 -0.00060496175442053299 0.01418754918077963 -0.00068746251572624427 -0.0081403863453348574 -0.00013512620883718987 -0.002903587542260572 0.025861247903323746 0.0039566248752625453 -0.021534714176069805 0.0028631671308174101 0.0076879916178317874 0.015906644081494743 -0.0061001317895607674 0.021094635547901745 0.033084036930976168 0.0060115257700496996 0.0063327408598911322 leaf_weight=232.40869737502362 1064.3118888861209 1608.3635160481499 1858.0191614914511 1270.4280793470061 710.3962743114098 522.58642860251712 531.70049786707386 149.20546663814457 194.34963595896261 31.720015971484827 561.31080707735964 656.27179294190137 350.80738782219123 95.459126442903653 38.24227200075984 1759.8907790204248 498.78654763893428 723.30538685186184 650.59203845975571 15.694862517411819 362.97992669213272 19.620961611566599 497.22746264349553 244.1700893327652 75.730255636270158 12.972389018628748 84.83425028756028 6.6199421705678096 318.58169955001358 194.20418295184209 leaf_count=7491 24331 37500 31810 31053 11122 15778 10167 2235 5103 463 12107 13064 5870 1350 576 34772 8626 12902 10252 268 6910 385 9568 4824 2684 177 2506 58 6988 2760 internal_value=3.19857e-12 0.00340258 -0.00552679 0.00148789 -0.00361859 0.00766743 -0.0118305 0.00632917 0.00418627 0.0035867 0.00570907 -0.000346245 -0.00524943 -0.0101886 -0.00109549 -0.00127774 -0.0110764 -0.000754026 -0.00594606 0.00437934 -9.15828e-05 -0.000917325 0.0066182 0.0105565 0.00458718 0.0242061 0.0128109 0.00713959 0.00192989 0.00123389 internal_weight=15340.8 9495.11 5845.68 6553.12 4487.32 2942 1358.35 2334.57 2651.8 2457.45 2185.37 3901.32 2859.42 1125.95 3245.05 3206.8 1030.49 1627.91 2508.61 1624.06 2142.49 1779.51 868.44 295.482 572.958 51.3123 607.421 19.5923 1589.01 917.51 internal_count=313700 211350 102350 140956 74716 70394 27634 52110 60918 55815 49875 80038 47932 20143 66974 66398 18793 26784 42062 37768 42067 35157 17774 5522 12252 698 18284 235 38041 15662 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 4 1 6 4 1 1 7 4 7 1 11 0 4 9 4 6 0 11 6 7 6 4 4 7 11 split_gain=313.576 112.177 64.7195 39.7907 29.1672 21.2583 16.8707 15.591 14.4498 13.985 13.9547 13.0901 13.0847 13.38 11.2682 9.98905 8.96091 8.8823 8.63206 8.48164 8.03307 7.89774 9.50102 7.82849 7.77628 7.73068 7.61987 8.0542 7.72863 7.52035 threshold=2.3910034894943242 -0.33340509235858912 0.33773362636566168 0.3665823638439179 -3.0189130306243892 3.4051711981388286 1.0000000180025095e-35 0.32472248375415808 3.620247068523311 1.0000000180025095e-35 1.0000000180025095e-35 0.18415442109107974 3.5974275744411117 0.13315494358539584 1.0000000180025095e-35 3.3822349309921269 0.28996926546096807 11.322927770719508 1.0000000180025095e-35 3.6800600497657041 0.64181154966354381 0.37437555193901068 2.8256129026412968 0.023078305646777156 0.2006943076848984 0.12713324278593066 7.2513961674474068 4.2186248773804307 0.24639629572629931 3.9444833993911748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 6 -1 7 12 29 -7 11 15 17 18 19 16 -4 -6 25 20 -14 -3 23 -23 -12 -20 -10 27 28 -15 -2 right_child=2 3 10 -5 14 8 -8 -9 9 -11 21 -13 13 26 -16 -17 -18 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.017759450802767311 -0.0018661745487612066 -0.0053426575944514167 0.0051379869499196462 0.0052171078425664987 -0.010969932612421889 0.017014313961096674 0.0012352036752201216 0.0038771834160021062 -0.0026994289990473507 0.0092269739584952253 -0.0065194635381651779 0.0088639175491074737 0.012827933619122435 0.0035033628397541459 -0.0010914518280214823 0.010216684064592805 -0.0064867431297893465 0.0082294851611979941 -0.0051675061921111261 -0.0045215718185703749 -0.022189118867020432 0.0061930479007007112 0.019311831025942139 0.011172429301250649 0.0047131884593521094 0.0026445034567720641 0.0038807346513711483 -0.0027803684542236726 0.033663348907198361 0.0028635982559223269 leaf_weight=348.10267747577018 1249.6706062191879 2144.8690466489934 685.43254052306293 639.91425711802003 940.16621325016604 87.530790524207987 837.10685150192876 1110.6573970944955 341.10320159519324 458.2466237792687 24.914013950809021 312.13923512979818 25.985462638433091 128.74068530733348 177.11260526115075 709.16101875891763 700.01516442993307 182.16500805871328 137.31716992768634 1053.4925003994285 25.780744999879971 62.60713112031226 240.72206091671251 233.261567149646 149.98891404434107 852.62289134415914 402.10927460282983 591.87139325361932 8.1297359686577675 399.20093047505361 leaf_count=10048 29253 38563 15652 9616 17055 1373 15644 22586 8944 9247 636 6877 469 1862 2951 21433 11584 4514 2650 20473 449 965 4772 6111 2389 20786 6175 10228 127 10268 internal_value=-7.74648e-12 -0.0039325 0.00470281 -0.00186355 -0.00980412 0.00289078 -0.00268656 0.00112964 0.00506641 0.00457914 0.00932837 0.00331741 -0.0033898 -0.00171492 -0.00828027 0.00772054 -0.00905655 0.00205911 -0.00489594 -0.00410393 -0.00554274 0.0133217 0.0166041 0.00946516 -9.26297e-06 0.00111749 0.000565555 -0.00126371 0.00529479 -0.00072107 internal_weight=15260.1 8310.7 6949.44 6145.31 2165.4 4993.34 5505.39 2759.53 2233.81 2146.28 1956.1 1688.03 4668.28 2210.33 1817.29 1394.59 1640.18 1375.89 2457.96 1079.48 2170.65 561.505 303.329 258.176 287.306 1193.73 1130.85 728.742 136.87 1648.87 internal_count=313700 150283 163417 108645 41638 113848 99029 62107 51741 50368 49569 41121 83385 39334 31590 37085 28639 34244 44051 20942 39012 12484 5737 6747 5039 29730 18392 12217 1989 39521 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 11 1 4 6 4 1 0 11 6 6 11 11 7 0 10 6 4 4 7 6 0 7 6 11 split_gain=306.131 91.0022 72.3654 33.0139 23.8049 18.9035 15.6259 14.473 13.2912 13.2976 12.6877 11.4565 10.8773 10.0671 9.38617 9.08501 9.24269 9.04994 9.05693 8.9553 8.77248 8.69876 8.31593 8.19618 8.17895 7.95966 8.60583 7.77533 9.08061 7.47477 threshold=2.0831813812255864 -1.2297213077545164 0.33937859535217291 0.30140350759029394 3.4806373119354252 -4.3557312488555899 3.5492053031921391 1.0000000180025095e-35 11.322927770719508 0.1339482665061951 3.4051711981388286 1.0000000180025095e-35 0.36425732076168066 0.86810946464538585 0.50447744131088268 0.34966887533664709 3.7481241226196294 0.52932482957839977 0.10537737980484964 0.37437555193901068 0.027463052620235299 0.38833694159984594 2.5289968048817539 3.620247068523311 0.2125816345214844 0.12713324278593066 0.262245923280716 0.10409390181303026 -1.0000000180025095e-35 3.8110874891281132 decision_type=2 2 2 2 2 2 2 2 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 13 8 -1 19 14 9 24 15 -11 22 25 17 27 21 -5 -19 -4 -8 -17 -7 -12 -2 26 -3 28 -6 -30 right_child=2 3 6 7 10 12 20 -9 -10 11 23 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.021634106218023537 -0.0034297664313381192 -0.012636202195376834 0.004123063734118638 -0.0052249775229972839 -0.021989942297568621 -0.013704231229241198 0.014904298752524449 0.0052874810799990735 0.0088928883066853003 0.00063702797379000401 0.024128845156314669 0.0057557865261732219 -0.00081791498852839043 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16246 8247 242 11457 12537 7125 3679 46607 456 9193 1477 35477 3818 466 8103 4951 13193 12287 11683 1703 9725 21018 1899 18626 3733 13603 1523 3357 internal_value=2.93677e-11 -0.00452807 0.00400882 -0.00289467 0.0022946 -0.0115631 0.00872809 3.5269e-05 0.000877895 0.000485356 0.00485535 0.00153751 -0.0103053 -0.00464782 -0.00111 0.00297383 0.0059632 -0.00197167 -0.000343371 0.00665414 0.0118892 0.0130498 -0.0111695 0.0077406 -0.00265284 -0.00636785 -0.00951773 0.000825541 0.0060773 0.00761799 internal_weight=15178.2 7127.48 8050.68 5784.44 5905.56 1343.04 2145.12 2165.45 3802.09 3624.57 2103.47 2714.48 1193.92 3618.99 1777.79 1273.2 532.382 1537.55 1024.69 1295.3 849.827 126.333 1094.24 830.273 910.093 1658.78 503.056 740.813 188.991 179.157 internal_count=313700 128144 185556 100510 132803 27634 52753 37334 82332 78653 50471 55800 22659 63176 30209 28997 10272 26391 18144 28533 24220 2169 21182 21474 22853 27699 9073 18725 5122 4880 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 11 1 8 4 6 0 1 0 6 4 7 6 1 7 6 8 6 4 5 0 10 6 5 4 split_gain=298.373 81.8153 71.8315 28.5119 26.1198 19.1983 18.7547 13.9436 13.6941 11.2898 11.47 10.8272 10.5146 10.0883 9.59163 9.46513 12.5096 9.24309 8.91115 8.22697 7.98472 7.70872 7.70764 7.29513 7.11844 7.09445 10.8682 7.5566 6.85009 6.7826 threshold=1.9098676443099978 -1.2297213077545164 0.33530995249748236 0.30140350759029394 3.2405511140823369 3.4651436805725102 -3.8925398588180538 1.0000000180025095e-35 0.18333333333333338 11.322927770719508 0.10540475696325304 0.39471893012523657 1.0000000180025095e-35 0.31102181971073156 0.50447744131088268 3.5974275744411117 0.19786719232797625 0.27886953949928289 1.0000000180025095e-35 0.21489399671554568 0.24675004184246066 0.23611111111111113 0.34966887533664709 10.002065211952511 4.4029920666195652 0.42004290223121649 0.00037216254469640836 0.027981450781226162 4.9541679931377702 11.13332838035898 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 12 9 11 -1 14 22 10 19 24 15 21 23 20 28 -10 -12 -2 -3 -8 -6 -5 -4 27 -27 -7 -17 -29 right_child=2 3 5 7 8 25 13 -9 17 -11 18 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.020290097619376037 -0.0043151097648689331 -0.0089012000905812922 0.0038663146407464269 -0.0032646058360108338 0.00053976294488741045 0.0027404878476441031 -0.014118562981008607 0.0054310020378114309 0.004330848449408866 0.0081138584231895926 3.6328573209895451e-05 0.010221984410693082 -0.0003573922940257792 -0.0055943985945198548 0.0044739027165495264 -0.0050342542234211966 0.0044750953192168657 0.0097804070817690235 0.0045877656653536816 0.0089551728792823145 -0.004849955194795791 -0.0081345313446809786 0.0050484787022836135 0.0026873220218039799 0.017098073526928232 -0.018080540301669678 0.020911999739570867 0.010169674575461555 0.010344928190187291 0.017782544069662912 leaf_weight=186.1255016871728 660.86690335223102 862.84895265627711 1034.4672503062466 1151.0696525136664 867.86484470850337 101.93578069923387 502.2556346745987 326.1971006465028 638.09409354921809 158.98317632000544 2238.9014321991708 380.97873296005855 414.56642669613939 329.77913162089681 217.55884972288914 933.70104954051203 159.18787399935536 499.30371914702118 468.09204070438864 44.902548662837944 888.93978098023217 315.4245626277916 562.35129214508925 220.90435316192452 37.93435388855869 6.8596956066321573 103.50944414571859 630.66820184071548 26.814433097373694 126.44507362734294 leaf_count=6226 16618 16117 24107 19683 22011 2959 10148 5983 15369 3205 45536 6515 7211 5632 3409 16284 2243 13307 8994 1444 14596 5628 10673 3565 894 96 2389 18583 442 3833 internal_value=3.18003e-11 -0.0048273 0.00368461 -0.00312774 0.00195844 0.00805872 -0.0114566 -0.000218837 0.00426635 0.000299348 -6.46897e-05 0.0058777 -0.00482359 -0.0100238 -0.00137827 -0.00546838 -0.00331402 0.00672314 0.000823361 -0.00347083 -0.00684541 -0.0118102 0.00231256 -0.00230627 0.00433437 0.0113286 0.0184885 0.0104087 -0.00460492 0.0114411 internal_weight=15097.5 6535.37 8562.16 5201.79 6139.36 2422.8 1333.58 1915.73 2567.61 3571.75 3412.76 1453.38 3286.06 1147.46 1589.53 2871.49 1119.7 1137.4 2706.99 705.769 1751.79 817.68 1430.22 1371.97 1072.4 969.418 110.369 859.049 960.515 757.113 internal_count=313700 117167 196533 89533 137157 59376 27634 32640 61360 75797 72592 31516 56893 21408 26657 49682 18969 28676 54530 18062 30713 15776 32684 23248 25001 27860 2485 25375 16726 22416 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 11 0 11 0 4 8 7 0 11 1 0 1 0 6 6 6 6 5 0 8 6 4 4 split_gain=293.634 90.0157 59.4128 43.0471 23.782 18.233 15.5711 15.3755 11.9654 11.7942 11.0133 10.3547 10.3002 12.4238 9.29468 8.92018 8.43705 8.19926 7.76943 10.5958 7.74458 7.6048 7.2809 7.085 7.03844 6.95763 10.9115 8.51795 11.3967 8.1952 threshold=1.2465536594390871 0.32121737301349645 -2.3216673135757442 2.7211050987243657 3.1949387788772587 1.0000000180025095e-35 1.0000000180025095e-35 0.17378091812133792 0.36781153082847601 4.8003745079040536 0.37300667166709905 15.866649662631604 0.23611111111111113 0.211126483976841 0.31704913079738622 -5.5399577617645255 1.0000000180025095e-35 0.15876720100641253 1.0000000180025095e-35 0.37437555193901068 0.60816988348960888 0.040838092565536506 0.33705028891563421 0.32472248375415808 4.3768576923917557 0.23715520650148394 0.13392857142857145 0.22748272866010669 7.9847863416432299 8.92647576014744 decision_type=2 2 2 2 2 2 2 2 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 15 16 8 7 9 14 20 12 -9 18 23 24 -4 -1 22 -11 -6 -20 -3 -8 -2 -5 -14 -7 -27 28 -28 -30 right_child=1 4 5 6 11 25 21 10 -10 17 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.025064984406789267 -0.0032740543269537759 0.0022473631687911365 -0.0087901201802721117 -0.0016070831812337897 0.0077047901226734378 -0.0082470432906528238 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656.56967012349924 26.280357255134732 93.700200003193459 167.20836867229082 114.25870465632761 21.378760022693314 33.760909098011325 leaf_count=2506 39477 25994 24740 22468 30455 1094 1528 25946 14652 585 1612 2025 21703 3197 8025 12528 10240 6041 6378 3627 1006 12029 15392 12526 694 1584 2897 1924 309 518 internal_value=1.05552e-11 0.00284388 -0.00618592 0.000848843 0.00678982 -0.00488107 0.0031274 -0.00562513 0.00467413 0.00219545 -0.00356868 0.00971725 0.00162925 0.00385899 -0.00748871 -0.0148475 -0.00163873 0.0086124 0.00913877 0.0126773 0.00271502 0.00734252 -0.00229084 8.06303e-05 0.00262085 0.000482673 0.00191472 -0.000605766 -0.00402678 0.00780067 internal_weight=15022.2 10291 4731.14 6835.19 3455.83 4111.72 3567.48 3610.82 2006.03 2921.54 1716.58 1449.79 2684.66 1100.35 1894.24 619.425 3267.71 236.88 1378.05 397.407 1169.72 645.939 2762.24 1584.31 956.112 500.896 430.307 336.607 222.348 55.1397 internal_count=313700 230017 83683 145880 84137 68649 80771 60323 41652 67214 27558 42485 60588 25594 32765 15034 65109 6626 40460 10005 27000 13557 54869 34994 22397 8326 7232 5648 3724 827 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 1 0 11 8 7 4 11 0 6 11 6 7 1 6 11 11 0 7 1 6 6 5 11 split_gain=286.621 88.2462 58.0532 40.6572 22.6451 17.7065 15.1166 14.7447 12.939 11.972 10.6983 10.7065 9.99289 9.92635 9.53395 8.93669 8.57781 8.26053 8.17391 7.7358 7.73117 7.6773 7.12602 6.93869 8.0984 6.82015 6.81286 6.74466 6.74027 6.64317 threshold=1.2767197489738467 0.32121737301349645 -1.9431035518646238 2.7211050987243657 2.3584704399108891 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.29568658769130712 -4.3557312488555899 0.23611111111111113 0.2125816345214844 8.9104595373115831 -0.55156993865966786 0.37437555193901068 0.48880545794963842 4.6941215991973886 0.31729927659034735 0.13058735430240634 1.0000000180025095e-35 0.35450923442840582 4.8003745079040536 2.8256129026412968 0.41180542111396795 0.11789115890860559 1.0000000180025095e-35 0.34966887533664709 0.42793913185596472 4.3768576923917557 3.0149137973785405 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 19 -3 8 10 12 13 -1 17 21 15 -4 -9 -6 -14 -5 25 -2 -15 28 -16 -10 -25 -11 -8 -28 -12 -19 right_child=1 4 5 6 7 -7 26 14 23 18 11 -13 16 20 22 -17 -18 29 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.021147782123002883 -0.0022265277078528053 0.0028945156963075007 -0.010132964545488713 -0.0011678061254793465 0.0040986702811272677 0.00079902919063207787 0.0055737772169115359 0.0089282948572252264 -0.003484934206464604 -0.019439035451193413 0.002191720272952882 0.011672351840562225 0.008963196830284053 -0.0067836315376190561 0.0071926911620506925 0.010605016039434591 0.021361075061306075 -0.0035812199532884673 -0.0097239075226079261 0.0018485563998618365 -0.0019450162845394599 0.01419793891566018 0.018495317623886377 -0.015501013886023103 0.011774531099912234 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7.59986 7.05331 8.97041 6.96543 6.7319 6.72312 7.02538 10.5434 8.84729 threshold=1.2767197489738467 0.32121737301349645 -2.3216673135757442 2.9559297561645512 2.3584704399108891 1.0000000180025095e-35 -0.33340509235858912 1.0000000180025095e-35 3.4767064957134859 1.0000000180025095e-35 8.9104595373115831 3.4433221162344596 3.620247068523311 0.37300667166709905 0.16079260408878329 3.5974275744411117 0.37437555193901068 0.48880545794963842 -6.4826273918151847 1.0000000180025095e-35 4.6941215991973886 0.26086857914924627 3.5974275744411117 0.19641235470771792 1.0000000180025095e-35 17.23079907578424 1.0000000180025095e-35 0.23715520650148394 0.13392857142857145 7.9847863416432299 decision_type=2 2 2 2 2 2 2 2 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 18 11 -3 6 25 10 9 14 17 19 -13 22 -5 -16 -9 -6 -1 24 -12 -17 23 -8 -2 -4 27 -7 -29 -30 right_child=1 4 5 8 7 26 13 16 -10 -11 20 12 -14 -15 15 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.030430953365967541 -0.0040783661919638484 0.0028401991864057865 -0.0082938030028680988 0.0005677226015518912 0.0040480326408761334 -0.0095499272757353648 -0.0078683625506164451 0.0088186770393504175 0.01615906879605556 0.0072054710360543233 0.0090384471196159662 0.01183919823124391 -9.2766651989866195e-06 0.0033994261618876414 0.0027029460684868589 0.013643486287643444 0.015838500681157136 0.010468598876110829 -0.013778329305994572 0.0023566040577977965 0.020857438421504303 0.0038157193256605267 -0.0026877977959725505 -0.0020501560933599279 0.0012417931592853162 0.014279141918130367 0.016074598956396791 0.010171796127526913 -0.0039687474614181215 0.0075778473937504771 leaf_weight=28.992424159543589 1540.033382030917 967.0157583031978 1332.7249121881323 1336.5928101938771 981.83950513850141 60.43417297070846 807.3814840328705 384.06680959492223 72.139248053790652 502.32788790814811 488.99962400042568 77.93278290348826 1653.4469151339581 153.93023122070008 746.64787600280579 152.0007858533063 296.19924369736691 235.21456304559251 580.63059820033232 252.69509129461221 55.844942407216877 132.59162792372808 984.95669909691787 338.4765929353307 258.68698902681354 11.997644524555652 24.6631924197427 95.184932007192401 247.08016502807732 78.76141691369412 leaf_count=1246 31735 17986 23834 32940 27134 943 13813 10363 1954 10924 13008 1132 33753 2125 16318 2886 5793 7399 13788 4839 2156 3231 16053 5362 5247 141 369 1610 4433 1185 internal_value=-2.9752e-12 0.00281534 -0.00601268 0.000845366 0.0067014 -0.00475121 -0.00552501 0.00823031 0.00344694 0.00312743 0.00682302 -0.00117817 0.000524046 -0.00401392 0.00226229 0.00445861 0.0118752 0.00528891 -0.0145703 -0.00261482 0.0102499 0.00906473 -0.00454946 -0.00614971 -0.00331324 -0.00809241 0.000797737 1.51684e-05 0.00138814 -0.00117774 internal_weight=14879.5 10134.3 4745.21 6725.1 3409.18 4135.59 3629.47 2442.16 2942.3 2870.16 1761.9 3782.8 1731.38 2284.75 2367.83 1031.24 680.266 1217.05 609.623 2051.42 544.845 284.592 2130.81 1145.86 1798.72 1344.72 506.124 481.461 421.027 325.842 internal_count=313700 228798 84902 144959 83839 69868 61328 65853 68253 66299 49697 76706 34885 37353 55375 22435 16156 34533 15034 41821 15164 6117 35228 19175 36982 23975 8540 8171 7228 5618 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=11 11 0 11 11 0 11 0 4 4 1 5 0 1 6 8 1 1 11 7 9 6 4 7 6 4 6 9 0 8 split_gain=272.39 74.6875 64.4224 26.617 24.7524 24.6202 17.6411 14.0637 11.775 13.6371 10.6634 9.8144 9.50275 9.46902 9.13332 9.08835 8.87588 8.32177 8.20969 7.70013 7.67234 7.30157 7.2499 8.99574 7.06566 6.81153 6.72545 6.62836 6.61283 6.49287 threshold=1.9098676443099978 -0.33340509235858912 0.32842732965946203 -3.0189130306243892 3.49814784526825 0.30140350759029394 4.2956635951995858 0.43175138533115393 3.4051711981388286 3.620247068523311 1.0000000180025095e-35 6.1402905072902625 0.27847930788993841 1.0000000180025095e-35 0.51257953047752391 0.2678571428571429 1.0000000180025095e-35 1.0000000180025095e-35 2.6430628299713139 0.17500799149274829 1.0000000180025095e-35 0.023078305646777156 3.5974275744411117 0.1913467347621918 0.11481016129255296 13.588919936973033 0.28061763942241674 1.0000000180025095e-35 0.27976551651954656 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 3 4 -1 8 17 7 11 12 28 14 16 20 19 25 -6 -4 22 -11 -5 -2 -8 -3 -24 -14 -7 -17 -25 -10 -21 right_child=2 5 6 13 15 10 21 -9 9 18 -12 -13 24 -15 -16 26 -18 -19 -20 29 -22 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.017099906572676869 -0.0032668356229780334 -0.0061194019876198115 0.0043338174795125349 -0.010190052281261849 0.0032996172483855382 -0.002160089331954967 0.002332206683166727 0.015392649809914739 0.018771685352847334 -0.00056192873978761035 0.0057331815774558171 0.024879967662151135 -0.0045003276554201836 -0.0011778300804700544 0.0061138436612814887 0.0046775488972808357 0.008827265776317237 0.00017416631517953944 0.0035469270707280767 -0.0083680621614791399 0.0028297512988862965 0.014494810489353197 -0.0040076896672991968 0.00090533005796067986 0.0039581753696960138 0.0072490037238326609 0.011456880556370676 0.016828743595036423 -0.00010669261674648961 -0.0019698923523244756 leaf_weight=331.7753739230393 1285.5210652828682 1427.6904069121229 1514.7664975007865 989.64610177901341 1341.9663075832104 1062.0429044282646 50.433485515255597 145.04102269402938 63.487945565371774 839.40604073391296 293.21638593185344 23.809376639546826 111.67287834493618 173.2537411559606 159.77450513927033 273.04971654410474 535.49898098225822 351.75547277575242 914.40414580152719 367.85983239773486 217.16256681809318 372.73235855493112 793.65504400704231 121.65235753750312 435.48373887154594 74.075199096114375 254.41426973434864 29.168753465404734 22.659589822898852 233.26544909353834 leaf_count=10048 25970 25421 38392 18269 30629 18769 1446 2349 915 17668 5490 431 3530 2951 2592 7015 12316 6230 20674 6761 4276 11958 13830 1748 11390 1015 7175 434 399 3609 internal_value=-2.44124e-12 -0.00465826 0.00355341 -0.00930419 0.00177403 -0.0024007 0.00743182 0.00636139 0.000410583 0.00215276 0.000566835 0.00572983 -0.00115322 -0.00783798 -0.000602133 0.00461102 0.00550744 -0.00413193 0.00158035 -0.00856335 -0.00238578 0.0130453 -0.00477046 -0.00273137 0.00223182 -0.00154661 0.00794746 0.00398491 0.0138061 -0.00588527 internal_weight=14810.3 6408.83 8401.51 2095.8 5759.23 4313.03 2642.28 2219.12 3889.8 1839.96 1589.11 2074.07 2049.84 1764.03 1295.89 1869.43 2050.27 2723.92 1753.81 1590.77 1502.68 423.166 2372.17 944.476 547.157 1136.12 527.464 150.821 86.1475 601.125 internal_count=313700 117167 196533 41638 129641 75529 66892 53488 84822 39656 27866 51139 45166 31590 22376 44819 50708 47663 38342 28639 30246 13404 41433 16012 14920 19784 14190 2182 1314 10370 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 0 11 11 4 4 4 1 1 5 1 6 0 6 11 4 6 6 7 6 0 2 11 4 0 8 split_gain=266.239 79.0755 62.9469 26.0797 25.9549 22.7219 15.4315 13.85 12.296 15.9538 11.283 11.09 11.0836 9.4804 8.85128 8.38903 8.24088 8.01546 7.61199 7.44559 7.38053 7.31692 7.20171 6.86624 7.16181 6.85169 6.72253 6.69418 6.68085 6.67371 threshold=2.0831813812255864 -0.33340509235858912 0.29507648944854742 0.30140350759029394 -2.8060469627380367 0.37437555193901068 3.4806373119354252 3.1350677013397221 3.4433221162344596 3.620247068523311 16.35319840055201 1.0000000180025095e-35 1.0000000180025095e-35 4.4665058282751113 1.0000000180025095e-35 0.32660005986690527 0.28996926546096807 0.51257953047752391 2.8256129026412968 17.23079907578424 0.09329338371753694 0.39784461259841924 0.21489399671554568 0.12524849921464923 0.32622846961021429 1.0000000180025095e-35 4.4022364616394052 1.0000000180025095e-35 0.45210778713226324 0.29285714285714287 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 -3 27 7 8 -4 -2 -10 13 26 17 -9 16 -8 29 -5 -13 -18 22 -17 -11 24 -16 -23 -7 -1 -20 -6 right_child=2 3 5 12 14 11 15 10 9 20 -12 18 -14 -15 23 21 19 -19 28 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.019789776889149326 -0.0018851327225624832 -0.0038904530002267395 0.0028598298924582908 -0.0013219675262741912 -0.011562650802838352 0.007037135170047725 0.0017411540155188429 0.0062406943753896323 0.016932802726158273 -0.0040341935486499711 0.024528275998613919 0.007698391910885379 0.005426697151925502 0.018740119571785372 -0.013211697778178662 0.010989547375310856 -0.0061747699798042821 0.0054255731800073445 0.016667716453914624 0.018804382861896854 0.0028277498311963353 0.0036041636274447186 0.023189263839993948 0.0037134881589243472 0.013311417979742429 0.041304032751876919 0.014926521167023669 -0.011813974915933109 0.039424653608031705 -0.0051543662582437871 leaf_weight=211.73578748331056 1540.8630681806826 3018.4138124504971 1276.3785938851433 1289.0014430921074 689.88853048729652 616.82533386868454 816.32468729733409 1344.2592908707666 62.967174968449399 244.91453608727898 32.876647705328651 92.699642197490903 353.1050184063206 56.924749792378861 54.00788408680819 206.30960648859036 646.66443256370258 180.65150269005971 217.71612979000201 10.9209235785529 778.09314110354171 391.60652484215098 9.0694966950686631 104.0625337153906 11.03458509116899 4.387316838168771 115.38911866941635 171.35640849169795 12.264420863008125 185.61058415533626 leaf_count=6901 32339 53946 32581 22946 13001 13701 18848 42829 876 5412 1007 1535 6632 1738 1017 3765 11014 2982 4629 117 14850 7504 276 1685 177 132 3391 4411 143 3315 internal_value=6.86544e-12 -0.00428311 0.00379377 -0.00217937 -0.00916716 0.00658681 0.00119995 0.00513294 -0.000157815 0.00227274 0.00715611 0.0103224 0.000654126 0.0067485 -0.00757936 0.00372277 -0.00829784 -0.000492552 0.014956 -0.00575993 0.00137832 0.00640853 -0.00306207 -0.0010657 -0.008712 0.00402185 0.00828042 -0.0162222 0.0178813 -0.0102041 internal_weight=14746.3 6926.45 7819.87 4841.17 2085.28 3765.33 4054.54 2710.44 2635.91 1095.04 1434.06 1054.89 1822.76 1401.18 1702.19 1418.63 1533.08 1469.65 322.68 657.585 1032.08 602.303 253.984 169.105 65.0425 395.994 732.214 383.092 229.981 875.499 internal_count=313700 128144 185556 86506 41638 101554 84002 78155 53753 21414 45574 23399 32560 44567 30326 30249 27447 25928 6307 11131 20538 11401 5688 2879 1194 7636 17092 11312 4772 16316 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 11 0 1 6 4 0 7 4 4 4 0 0 1 11 6 7 6 4 6 7 1 10 4 4 split_gain=260.849 81.7606 54.2804 29.6417 27.3264 20.1111 14.432 14.2688 13.9549 13.4278 16.1068 9.82818 9.72594 9.48633 9.78983 9.18163 8.86384 8.85707 8.69816 8.21445 7.78319 7.47423 7.33415 7.23237 7.13827 6.84695 6.60149 6.77237 8.80027 6.84694 threshold=1.3362913131713869 0.29568658769130712 -2.3216673135757442 3.1949387788772587 2.4542512893676762 1.0000000180025095e-35 0.17378091812133792 0.36781153082847601 1.0000000180025095e-35 0.088209290057420744 3.4051711981388286 0.37300667166709905 0.20873722434043887 4.2186248773804307 4.1246304637071782 3.620247068523311 0.3716235905885697 0.31704913079738622 1.0000000180025095e-35 -4.3557312488555899 0.60113921761512767 0.13430631160736087 0.32472248375415808 3.5974275744411117 0.044553544372320182 0.18848738819360736 1.0000000180025095e-35 0.096323093411619723 16.705599394648608 4.7129119560472637 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 19 7 -2 6 17 18 -5 12 22 23 -6 14 15 -12 24 -4 20 -1 -3 -21 -11 25 -10 -8 27 28 29 -15 right_child=1 3 5 8 9 -7 11 -9 16 10 13 -13 -14 26 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.020592081150984026 -0.0025919952983385936 0.00072448561046842351 -0.0084588415313873837 0.0070017359524351475 -0.0039032215734020425 0.00096654991627324015 -0.0077428520713925808 0.0070589155510128471 -0.0042118239294123335 -0.00072891928671532061 0.017419737761840866 0.0044843701419963874 0.010166679422214372 -0.0052533659102016444 0.024323906655078609 0.0023058117763886574 0.01792505594154031 -0.0038265345333849208 0.0059193435870093939 -0.018714664819391668 0.012118347868437905 -0.0099846160224009196 0.0030903152232711934 -0.0019759884356507834 0.011181481756141032 -0.002232754535216791 0.010175966656352432 -0.0058385937467030687 0.035113614724395066 0.0049542647204435467 leaf_weight=138.11942344007548 1942.8238373947606 1407.2077876778203 1336.5129380837898 1391.6798086144845 463.80128281228826 526.7939542105305 598.27680300333304 798.57275270853279 29.815105400892207 961.75252033818106 59.21411022648681 131.36664567992557 48.877031345809883 67.706640550342854 43.504849818302318 92.974924805457704 189.99189977502101 514.48185568337794 452.8050528219901 119.16474179493889 56.109792313189246 340.35448667776654 854.64950203303306 813.41823947444209 299.12231912836432 307.17327125166776 142.57544064577087 69.087804879090982 8.1287559657357615 467.4790682841558 leaf_count=4975 37329 34753 24740 44068 12037 8966 10627 14378 908 20725 875 1798 1843 1632 599 1869 4157 8025 10422 2884 1472 7175 16268 13355 8507 4887 2443 1365 140 10478 internal_value=1.41269e-11 0.00279998 -0.00571401 0.00570463 0.000227515 -0.00451778 -0.00529836 0.00368985 0.00856734 0.00189771 0.00272396 -0.00342466 -0.00256184 0.00588774 0.0117739 0.00818638 0.012766 -0.0071713 0.00228575 -0.0141768 0.00116137 -0.0122485 0.0010681 -0.00402911 0.00978622 -0.00587356 0.00436202 0.00300845 0.00413344 0.00366289 internal_weight=14673.5 9847.88 4825.66 4625.3 5222.58 4228.02 3701.23 2714.7 1910.61 3279.75 2767.07 1850.23 512.678 950.672 195.694 152.189 518.929 1850.99 1916.12 597.639 1463.32 459.519 1816.4 1718.87 328.937 905.45 754.978 612.402 543.314 535.186 internal_count=313700 226268 87432 118665 107603 72398 63432 61025 57640 70274 56394 30667 13880 19401 3343 2744 13572 32765 46647 15034 36225 10059 36993 28869 9415 15514 16058 13615 12250 12110 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 11 1 1 6 5 6 8 0 4 11 4 0 7 6 11 10 6 6 4 4 11 4 6 6 split_gain=253.443 69.4718 61.5863 24.6291 22.6797 17.038 16.5115 12.7145 12.4033 11.5477 11.04 10.9707 10.792 10.3078 10.0144 9.82353 9.34147 8.55555 7.98295 7.95606 7.7745 7.68928 7.63023 7.20216 7.46664 7.34954 7.09327 7.02054 6.96292 11.1856 threshold=1.9098676443099978 -1.2297213077545164 0.29696691036224371 0.27259932458400732 3.4651436805725102 -3.5419051647186275 3.2405511140823369 1.0000000180025095e-35 1.0000000180025095e-35 0.1379378363490105 4.9757922282127316 0.50447744131088268 0.29285714285714287 0.3546332865953446 9.0973774813317458 0.52932482957839977 7.846352816104317 0.36425732076168066 0.20297524333000186 0.22748272866010669 2.2244411706924443 0.030017085619384435 0.27886953949928289 0.071764625608921065 3.1611572860905777 3.620247068523311 4.601525306701661 2.555843120094428 0.34966887533664709 0.39784461259841924 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 9 8 -1 23 11 14 16 13 15 28 -6 -4 -5 -3 27 -18 -9 -10 -15 -14 -2 -25 -26 -24 -7 -8 -30 right_child=2 3 4 7 10 17 12 19 20 -11 -12 -13 22 21 -16 -17 18 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31 leaf_value=-0.018510890480990003 -0.0041280776102268222 -0.0095447033603270979 0.0018691565125073147 -0.0053643413565985371 0.0063172653339799755 -0.012492940597510431 0.00024804800194937822 0.00033221549468527383 0.0011673741971503086 -0.0037537558083797699 0.0234268960280717 0.0039181822796540986 0.003691869368738528 0.014452189518311976 0.0070425032112824042 -0.0010552762514812373 -0.0020328089488018041 -0.00042306795234693591 0.029257328352085582 0.0083095658808619455 0.0097058383457192879 0.0079377148881655726 0.0093670836272521981 -0.0013194642486403774 0.010454931465716822 0.0013626600411350341 0.025567288836076996 -0.0074134002896116269 0.011922514409104319 0.0019612934312241573 leaf_weight=212.37774014341267 420.30705022084294 654.2146305317292 1359.8753207697373 765.69839792695711 780.34773131880502 504.53100032778457 853.4877025932783 286.61240934763919 118.73143796849763 1551.4719677240937 46.97191960940836 254.98553576831182 233.88064443945768 350.39638902408478 447.61114081001142 1259.1615750794081 81.582909816992469 91.242571706417948 8.063526770565657 185.23992502814508 500.73212421186327 305.01871051971102 168.27730358790723 1258.7377281369845 88.921782221295871 798.58747952870908 28.435048516490497 475.85237821697228 139.40405859355815 372.70445007731905 leaf_count=7491 10805 12177 34773 13395 25695 10167 20325 5463 2332 25709 1396 4298 5161 10141 10287 23591 1299 1350 78 3523 11358 8476 3966 24575 1679 15450 982 8626 2434 6698 internal_value=-9.91396e-13 -0.00451765 0.00345744 -0.00293256 0.0061918 -0.0107481 0.00100703 -0.00101852 0.00440584 -0.00522715 0.00911506 -0.00194625 0.00321317 0.00864684 0.0031503 -0.00268474 -0.00830022 -0.00920971 0.000781679 0.00346397 0.00806929 0.0114205 0.00735435 -0.000536924 0.000166344 0.00227364 0.0117088 -0.0100275 0.0019074 0.0046729 internal_weight=14603.5 6331.03 8272.43 5047.03 3909.68 1284 4362.74 2751.7 2426.95 2295.33 1482.73 2279.85 1796.19 1435.76 1807.49 2024.86 743.861 1071.63 89.6464 471.852 619.464 655.415 430.593 2566.55 2146.25 887.509 196.712 980.383 1365.6 512.109 internal_count=313700 117167 196533 89533 104458 27634 92075 50270 58750 39263 45708 41284 39566 44312 45060 36986 13554 20143 1377 8986 13690 18617 10109 52509 41704 17129 4948 18793 29457 9132 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 0 1 11 4 4 4 1 0 6 6 1 0 6 0 7 4 11 6 7 4 1 4 4 0 split_gain=248.104 79.6255 49.6408 30.9638 27.0543 15.3454 15.1014 13.8396 13.4183 12.2849 10.3217 10.6678 9.17516 8.95652 8.38412 8.37122 9.03728 8.34485 8.26473 8.2608 7.94388 7.92142 7.80754 8.25735 7.17037 9.61151 7.35895 6.71125 10.0494 8.67162 threshold=1.2465536594390871 0.29568658769130712 -2.3216673135757442 3.1949387788772587 2.8845475912094121 1.0000000180025095e-35 0.36781153082847601 1.0000000180025095e-35 0.17378091812133792 3.4051711981388286 4.2186248773804307 4.1246304637071782 1.0000000180025095e-35 0.37300667166709905 0.34966887533664709 0.080440200865268721 1.0000000180025095e-35 0.3716235905885697 0.59460201859474193 0.31704913079738622 0.22311789542436603 3.620247068523311 -4.9901404380798331 0.45123457908630377 0.15073876827955249 6.8114466565661065 1.0000000180025095e-35 8.2457841863173211 12.01674487939359 0.19100366532802585 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 22 6 15 8 12 -5 19 14 11 21 18 -10 -6 20 -17 -9 -3 -4 -2 -11 27 -24 26 -26 -12 29 -29 -1 right_child=1 3 5 7 9 -7 -8 17 13 10 24 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.010993424901540849 -0.005999793223613741 0.00047266523568931424 -0.0082964209521170333 0.0069017619742418558 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69.653729844489135 380.48229129339597 109.12383414237411 136.22634293558076 105.04646474352921 85.921477767056786 7.0271272631362063 3.538012137869373 59.890916120435577 leaf_count=1014 12041 35603 24740 44068 23018 8326 14652 9415 25946 676 8916 505 10678 1612 11329 37831 6081 4157 1591 8025 1048 1495 8961 2328 3063 2275 1575 158 124 2449 internal_value=-1.70847e-11 0.00265702 -0.00578277 0.00551111 0.000135426 -0.00458045 0.00349069 0.0084641 -0.00527688 0.00249175 0.00540352 0.0126617 0.0020698 -0.00332426 0.000907639 -0.00181918 -0.00102381 0.0126657 0.000932613 -0.007046 -0.00509722 0.00802006 -0.0139046 -0.0123421 0.00388814 0.00807275 0.00168098 -0.0215275 0.0010892 -0.0241887 internal_weight=14532.7 9957.51 4575.2 4670.8 5286.71 3985.24 2773.31 1897.49 3495.96 2397.03 844.587 145.878 1964.15 1661.8 1552.45 2889.68 2325.44 514.327 1502.11 1834.16 564.233 109.902 589.96 489.606 698.709 241.273 457.436 100.354 10.5651 89.7889 internal_count=313700 230017 83683 120164 109853 68649 62524 57640 60323 52852 18505 2676 47872 27558 34347 57001 43912 13572 37194 32765 13089 2171 15034 11289 15829 5338 10491 3745 282 3463 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 11 1 8 0 1 6 4 11 6 6 6 4 6 0 8 11 0 6 6 0 4 4 6 split_gain=243.745 77.7114 49.1697 35.6967 21.7731 15.2567 14.9052 12.63 12.457 11.2634 10.069 8.57444 8.21317 8.09602 8.08437 8.05796 8.97012 7.98867 7.85027 7.5939 6.83174 8.35436 6.62871 6.54649 6.52077 6.46015 6.4562 6.3343 6.19776 6.78229 threshold=1.2465536594390871 0.31910881400108343 -2.3216673135757442 2.7211050987243657 3.4651436805725102 1.0000000180025095e-35 1.0000000180025095e-35 -0.40764722228050226 1.0000000180025095e-35 0.64583333333333337 0.37300667166709905 1.0000000180025095e-35 0.558597892522812 15.866649662631604 -3.8925398588180538 0.16456714272499087 0.16643700003623965 0.45476210117340093 10.113276331802407 0.33705028891563421 0.23168353736400607 0.18333333333333338 5.998493194580079 0.37300667166709905 0.21913394331932071 0.040838092565536506 0.25407753884792333 9.7103969069485476 6.2362145607137478 0.20524924993515017 decision_type=2 2 2 2 2 2 2 2 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 14 11 8 7 9 26 12 15 28 19 18 17 -1 20 -17 22 -3 -2 21 -5 -6 -10 -24 -25 -4 -8 29 -9 right_child=1 4 5 6 13 -7 27 10 23 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.019432726716297224 -0.0033083200380061291 0.0015621743080563935 -0.010655128852410324 -0.00039099612955269941 0.0073317716314633434 0.00041063215002836459 0.0061336083544108796 -0.0078648421013579467 0.0058758450673259644 0.0098740435783159844 0.0035152080657505258 0.0020789292217052234 0.0099074980176412104 0.021042978241996364 -0.01163617459324659 0.028243755921405014 0.0023240277003131319 0.013878413404890821 0.0068270865732863615 0.00024598668643208344 -0.0029007888936283307 0.013668727657087886 0.007066763997874724 0.0019557918911032209 0.0430663862751587 0.01491354842237632 -0.0061124534281899959 0.016644837574930821 -0.0016753500099547277 -0.0037937778505450718 leaf_weight=168.65629003844515 1875.4151982463227 1235.9796622344365 427.26149377212278 127.013677467854 833.12625190596009 488.3289926439902 542.75052485387278 612.25781189014378 359.06688992437557 151.25311028334545 153.58379630444688 479.35549737923429 154.14347211242421 53.53002545714844 412.33617717857851 12.094320605508981 1868.6749929095386 244.12587122648256 321.10377963341307 760.33326979404228 546.54945103203136 54.296813588240184 8.764821942153505 42.87465509341564 9.3689211881719512 180.02779228170402 825.80077547137626 57.018760127451969 538.32891673129052 924.32534346933244 leaf_count=6226 38929 28597 8033 3210 23929 8326 12066 11482 8348 4287 2130 10010 3639 1786 8808 240 41949 8854 6820 15089 15186 1013 266 749 515 3415 14811 1120 8675 15192 internal_value=-7.4381e-13 0.00263784 -0.00574815 0.000701524 0.00628014 -0.00455521 0.00284645 -0.00525173 0.00459129 0.00191494 -0.0038968 -0.00161179 0.00330184 0.00965103 -0.0138994 0.00145345 0.0024907 0.00909433 0.00264791 -0.00228301 -0.00122677 0.00381945 0.00772234 0.00838279 0.0256662 0.0124212 -0.00766139 0.00713289 -0.00444543 -0.00541591 internal_weight=14467.7 9916.87 4550.88 6474.76 3442.11 3969.89 3359.65 3481.56 2293.2 2759.88 2228.5 3115.1 1711.23 1148.92 580.992 2608.63 1880.77 1095.39 1557.08 2635.75 727.86 181.31 851.26 581.969 18.1337 222.902 1253.06 599.769 2074.91 1536.58 internal_count=313700 230017 83683 143099 86918 68649 79071 60323 51568 65885 37479 64028 39056 35350 15034 61598 42189 33564 35417 54018 19409 4223 24710 12512 781 4164 22844 13186 35349 26674 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 11 11 1 11 11 6 11 4 4 4 11 6 0 4 11 6 6 0 6 7 10 11 11 7 4 split_gain=238.476 70.2218 58.8907 27.4701 21.1608 14.2863 13.3685 13.3514 13.1888 11.5423 10.3504 10.5642 10.236 13.699 9.2401 8.16246 7.66141 8.68907 7.33838 7.2726 7.24518 9.3856 7.17212 7.05849 6.81276 6.75216 7.26011 7.65678 7.3866 6.68809 threshold=2.0831813812255864 -1.616288900375366 0.29507648944854742 0.30140350759029394 1.0000000180025095e-35 3.49814784526825 -3.8925398588180538 1.0000000180025095e-35 3.7284773588180546 0.86810946464538585 0.040838092565536506 5.998493194580079 3.4433221162344596 3.620247068523311 6.171540406224719 0.23119770735502246 0.12713324278593066 0.262245923280716 14.192425709837709 5.5944023132324228 0.34966887533664709 0.39784461259841924 0.37437555193901068 0.45123457908630377 0.10366221517324449 0.0065659787878686879 3.7481241226196294 4.065258502960206 0.15391770005226138 17.731582681340274 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 9 8 12 -1 15 18 16 29 22 -2 -14 -10 -5 17 -3 -4 -16 -7 25 -12 -8 -17 26 -22 28 -28 -6 right_child=2 3 4 7 10 20 23 -9 14 -11 11 -13 13 -15 19 24 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.019228260077538927 -0.0017980076445975298 -0.012287880602257302 0.0031714957532274777 -0.0043274472822674263 -0.00016209538651514084 0.0018347499433821379 -0.011314586760713754 0.0049015456150645021 0.0053363557247509668 -0.0027983421005868311 0.009015032221923798 0.040617523742449764 0.015899055357934691 0.0012007708975006689 0.010683470098538126 -0.0042659214034845945 -0.0048745926012868689 -0.0044607040788886458 0.010998472420675243 0.02853650669159517 0.047188767662601744 0.0038574871040633011 0.01494250768867522 -0.0043566323557452796 0.0012099438081700016 0.00886954219137338 -0.03684965255804501 0.02819312588743858 0.013972785721473766 0.035539136906448561 leaf_weight=167.20951457024785 1522.1847616466475 322.27010019232694 1794.6049234571983 543.9555404525745 103.94677712788689 820.0832018623787 654.39794212452762 384.30102509127755 453.07874629636353 1864.8408516796189 577.49987212262931 10.905102466000242 60.49775119201513 1006.7965149817173 342.24975240213826 257.8231980073906 1213.6802680744731 211.36229678519885 114.69938635086874 21.846466351358686 8.9317234687041474 377.40883056083112 269.43005422558053 164.12750021397369 988.41048002952448 105.90001255396055 3.8240322917699832 19.051546242553741 7.8724572362843901 4.9473406297620377 leaf_count=6226 32678 6002 47775 9004 2657 19721 13253 7282 15046 35477 15228 332 883 20735 11213 5511 20860 4236 2556 1144 175 7513 5482 3065 17228 1697 58 411 131 121 internal_value=1.02296e-11 -0.00409696 0.00363848 -0.00283614 0.00635891 0.00108361 -0.0114985 -0.000172087 0.00500672 -0.00443987 0.0101725 0.0112785 -0.00021862 0.00203392 0.00819607 -0.00126125 -0.00619182 -0.00918768 0.00364169 0.0117547 0.00359435 0.00635352 0.0109007 -0.00991941 7.70864e-05 0.0128244 0.0233793 0.0164631 -0.00264302 0.0014599 internal_weight=14398.1 6772.38 7625.76 5786.64 3693.21 3932.55 985.735 2174.49 2726.48 3612.15 966.729 857.835 2589.48 1067.29 817.175 1790.19 1747.31 533.632 1909.3 364.096 1343.07 522.989 846.93 818.525 1246.23 145.58 39.6798 30.748 11.6965 108.894 internal_count=313700 128144 185556 105600 101554 84002 22544 39025 77734 66575 23820 21042 54296 21618 27403 31743 31098 10238 50331 12357 29706 9985 20710 16318 22739 2472 775 600 189 2778 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 1 11 0 6 11 8 6 1 11 7 8 4 6 7 6 4 0 5 0 6 7 6 6 1 split_gain=233.189 63.9148 57.0404 26.2868 20.5351 16.5792 14.0167 12.9974 12.0099 10.3529 10.3697 10.2621 9.73509 9.68476 9.45607 8.29107 9.78036 8.22808 7.84062 7.5371 7.35149 7.26068 7.1823 6.87774 6.8528 6.71797 6.62348 6.53389 6.5199 6.43508 threshold=1.9098676443099978 -1.616288900375366 0.32050831615924841 0.26925072073936468 3.4319186210632329 4.2956635951995858 1.0000000180025095e-35 -3.8925398588180538 0.40828531980514532 0.50447744131088268 0.52932482957839977 0.2678571428571429 0.12713324278593066 1.0000000180025095e-35 2.3746767044067387 0.13430631160736087 0.29285714285714287 7.846352816104317 0.27389235794544226 0.20297524333000186 0.023078305646777156 9.8181934562204969 0.44009289145469671 6.1402905072902625 0.37036058306694036 0.45123457908630377 0.024392643012106422 0.22748272866010669 0.48189876973629003 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 7 4 12 13 8 9 -1 14 10 -5 -6 17 15 -4 -2 -17 -3 -13 -19 -7 -20 -11 -16 -22 -9 -14 -8 -26 -28 right_child=2 3 5 6 11 20 27 25 -10 22 -12 18 26 -15 23 16 -18 19 21 -21 24 -23 -24 -25 28 -27 29 -29 -30 -31 leaf_value=-0.019056526589050091 -0.002372326600874631 -0.0097152082263219312 0.00097846457277691668 -0.0052746519024057994 0.0027052600697259474 0.0013728335113563717 0.00063422314392679177 -0.011212537203884307 0.011033402189525574 0.0026975430167307211 -0.0010908803840291182 0.0040779649316931097 -0.024770205573348397 0.0036924577080662334 0.0057657631003576078 -0.00065669180384000177 0.0044767692930840104 -0.0024780296691016336 0.0092745466108523321 0.028767528355281579 0.0097480578036006921 0.023062886287669296 0.039442625902077165 0.024677199716310223 0.01476323344042405 -0.0044070559452631308 -0.0046516994515266473 0.0076646657356918991 0.028520275544892323 0.0018752295031461499 leaf_weight=166.0458405657846 1279.260420988634 598.23711233848007 431.67293469603464 908.4564430360042 1319.6102729349586 50.796425899745373 305.30905619470286 650.37324177701885 337.33709982033906 270.93577370472485 1290.7046752552415 250.76919986987923 13.974168237822594 575.03878399955283 1629.7793425126729 1124.9746202277311 475.08353522533434 72.651803108630702 198.27334526577033 7.6829334656940764 206.08885961244232 41.579182636109181 4.8736019358038893 17.493466473300941 144.64652139274403 163.33016744854103 1414.3437149597739 194.93616939149797 39.464336313772947 150.40723439975409 leaf_count=6226 30490 11587 8881 16188 30783 1590 5898 13253 6252 4681 24637 6449 383 12131 45609 24052 9819 1175 5499 76 8056 1326 62 360 3827 3065 23812 3716 1409 2408 internal_value=-9.89162e-12 -0.00437515 0.00334647 -0.00305841 0.00149431 0.00675911 -0.00120628 -0.0114074 0.00578283 -0.00213203 -0.00281916 0.00408254 -0.00549959 0.000137959 0.00493086 -0.000571922 0.000867517 -0.00850464 0.00778698 0.000510186 0.0121082 0.0116648 0.00334684 0.0059666 0.0135058 -0.00984651 -0.00420795 0.00337385 0.0177121 -0.00402432 internal_weight=14334.1 6212.26 8121.87 5232.51 5264.59 2857.28 2975.22 979.749 2416.28 2474.97 2199.16 1810.23 2257.3 3454.36 2078.95 2879.32 1600.06 678.572 490.622 80.3347 440.996 239.853 275.809 1647.27 390.2 813.703 1578.73 500.245 184.111 1564.75 internal_count=313700 117167 196533 94623 120549 75984 55182 22544 61102 45568 40825 44057 39441 76492 54850 64361 33871 12838 13274 1251 14882 6825 4743 45969 13292 16318 26603 9614 5236 26220 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 0 11 0 4 6 11 6 4 1 7 4 6 4 1 4 4 0 8 11 6 7 0 6 4 7 split_gain=228.236 67.9185 52.3958 25.8389 21.8174 18.5072 18.2479 12.4151 11.0369 10.3376 10.1742 9.78494 9.35396 8.72493 8.60177 8.40764 8.08272 8.4153 7.94894 7.80251 16.723 7.64766 7.53213 8.27237 7.2751 6.8722 6.80669 6.62983 9.82694 12.4698 threshold=1.5267879962921145 0.29568658769130712 -1.9431035518646238 1.0000000180025095e-35 3.2405511140823369 0.2718977183103562 2.6586936712265019 0.37437555193901068 8.9104595373115831 0.49705748260021215 -3.8925398588180538 0.12713324278593066 3.4051711981388286 1.0000000180025095e-35 0.16079260408878329 8.0603782714206016 0.50447744131088268 7.8747893248255281 1.0000000180025095e-35 3.4433221162344596 3.620247068523311 0.3665823638439179 0.38750000000000007 -1.4128691554069517 0.17772490531206134 0.12285588681697847 0.43175138533115393 0.19603241235017779 12.534691814462002 0.13719713687896731 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 10 6 19 11 21 -5 9 26 -1 15 -6 16 24 -4 17 -7 -13 -2 -21 -3 23 -19 -14 -22 -8 28 -24 -30 right_child=1 3 5 7 12 13 8 -9 -10 -11 -12 18 14 -15 -16 -17 -18 22 -20 20 25 -23 27 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.018831422542603515 -0.0023952851367470365 -0.0002135944273986468 -0.010331933807612928 0.0073951914421141888 0.0015455801723342794 -0.0046223408467072858 0.0031114117228723433 0.014251103341237381 0.0095537987173263516 0.01027999378764529 -0.010436592149476055 -0.0052610581644275817 -0.0012341895438206603 0.0022782857696127456 0.011384301193279781 0.0012082679609404434 0.0023660040261736684 -0.022729770864014721 0.0025342146666012398 0.014875464639241703 -0.002544475784463947 0.005066181746379979 -0.0028660600788405254 0.01022254422918469 0.0072159563465689427 0.001990492682396601 0.018217187392284739 -0.0063064594482792457 -0.0018821452621669338 0.026253129139398236 leaf_weight=164.55706016854674 1799.4441173693704 862.5495426408088 537.59814479092893 769.92172696543275 1158.7906767636159 1354.585283230379 1180.1196296301205 343.89839625329478 556.96572810724319 239.32427019919851 617.52986074210276 1243.1863565166132 160.54648557884502 364.42204938299255 193.35271250485675 63.533331765444018 243.22310500130698 7.4378093075938514 130.04604607715737 70.477540030900855 571.68625064787921 345.93817109466181 115.06921951333061 87.723488471121527 213.8210584250337 634.54573653782427 27.471743335772771 160.64097170036985 27.946519991382957 28.77573409548495 leaf_count=6226 37789 20501 10318 20080 25946 24916 35759 6996 16919 8259 12581 21118 3903 6713 4090 962 4070 116 2056 1066 12816 5826 2092 1113 4951 12011 620 3033 491 363 internal_value=1.67895e-11 0.00284814 -0.00505225 0.00557458 0.000392197 -0.00377081 0.00420937 0.00951199 0.00596527 0.00458392 -0.0122029 -0.00592017 0.00309119 -0.00199511 0.00624597 -0.00911225 -0.002764 -0.00346412 -0.00452284 -0.00112263 0.000671103 0.00129778 0.000205055 0.00764699 0.00359213 -0.000158828 0.00345506 -0.00192526 0.00217158 0.0123911 internal_weight=14275.1 9128.85 5146.27 4326.19 4802.66 4364.19 3212.37 1113.82 2003.88 1446.92 782.087 1974.36 1726.51 2389.82 567.72 601.131 2025.4 1782.18 1373.23 3076.15 1276.71 1208.49 427.594 95.1613 374.368 1206.23 1207.59 332.432 171.791 56.7223 internal_count=313700 217532 96168 114960 102572 77361 87884 27076 61557 44638 18807 34454 38890 42907 12944 11280 36194 32124 23174 63682 25893 26327 7208 1229 8854 24827 36379 5979 2946 854 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 1 11 6 4 4 6 1 0 1 0 6 4 0 7 4 0 4 6 4 6 0 2 10 10 split_gain=223.804 77.925 52.0737 28.021 18.6916 17.5504 12.2049 11.9991 9.94726 9.51749 14.8191 11.9253 8.72665 8.62945 7.99943 7.95641 7.59417 8.68974 7.09278 6.85842 7.47593 7.29988 6.78091 7.37344 6.35816 6.61785 6.28568 6.27909 6.25646 7.06636 threshold=2.3584704399108891 -0.79627674818038929 0.32121737301349645 0.30140350759029394 -3.0189130306243892 1.0000000180025095e-35 1.0000000180025095e-35 4.8003745079040536 0.16456714272499087 3.4433221162344596 3.620247068523311 0.37499696016311651 1.0000000180025095e-35 0.15876720100641253 1.0000000180025095e-35 0.31840825080871588 0.48880545794963842 8.9104595373115831 0.37036058306694036 0.2074803560972214 7.0789105042240612 0.12791460752487185 2.5289968048817539 0.074632931500673308 13.588919936973033 0.59460201859474193 0.38025541603565222 1.0000000180025095e-35 0.00054614010843323524 0.036286715337017668 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 9 26 7 16 8 19 14 -11 -12 24 -9 -3 -6 17 -4 -14 21 -21 -2 23 -16 25 -5 -1 -10 -19 -30 right_child=2 3 6 12 15 -7 -8 13 27 10 11 -13 18 -15 22 -17 -18 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.016894195580614935 -0.04348449776640486 -0.0054589894946588877 0.003774275056525723 -0.0011693751700222487 -0.0092055462998990294 0.0062686735174838299 0.011166799143213257 -0.0064915137485140719 0.0016472465744998904 0.010591895957216347 -0.0035464427324249639 0.0041082744409850682 0.0021683881150699989 0.010365169406497102 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585 51272 1167 23450 4172 6917 6041 746 5611 9184 573 2086 2450 186 22381 1293 2594 1781 1648 315 498 7151 5655 internal_value=-1.18691e-11 -0.00348696 0.00406388 -0.00192955 -0.00937334 0.00207513 0.00765399 0.00118345 0.000724418 -0.00353118 -0.00173779 -0.00243279 0.000673252 0.00793716 -0.00480654 -0.00778272 0.00631766 0.00543097 0.00439073 -0.00185619 0.00629686 -0.00265149 0.000235254 0.00313441 -0.000243525 -0.000707857 -0.015981 0.00178801 0.00875888 0.00956943 internal_weight=14214.2 7650.13 6564.09 6049.55 1600.58 4224.12 2339.97 3483.43 3261.74 3745.04 1556.43 1473.38 2304.51 221.691 2188.62 1290.04 1695.12 1418.52 455.891 951.964 84.6064 867.358 250.773 186.396 1848.61 1728.24 310.542 2309.78 471.462 446.88 internal_count=313700 147837 165863 113909 33928 100010 65853 83489 76863 70333 28789 27622 43576 6626 41544 23880 49697 40513 9003 25093 2636 22457 4633 3340 34573 32792 10048 51770 13379 12806 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 0 11 1 4 8 1 7 9 0 0 7 11 6 6 6 0 6 6 6 10 4 11 0 split_gain=217.696 69.6857 44.227 28.3718 24.6118 13.8554 12.5527 12.1442 11.6853 10.3762 9.51269 8.80911 8.56939 8.47142 8.35104 8.02021 8.00648 7.97526 7.29974 7.12614 7.00048 6.99801 6.90508 6.82464 8.56551 8.71388 6.25907 6.20405 6.26011 7.05816 threshold=1.2465536594390871 0.29568658769130712 -2.3216673135757442 3.1949387788772587 3.2405511140823369 1.0000000180025095e-35 1.0000000180025095e-35 0.3665823638439179 0.17378091812133792 1.0000000180025095e-35 3.4051711981388286 0.23611111111111113 1.0000000180025095e-35 0.1478896960616112 1.0000000180025095e-35 0.31704913079738622 0.3716235905885697 0.16079260408878329 -6.4826273918151847 0.044553544372320182 0.59460201859474193 0.17772490531206134 0.37300667166709905 0.34966887533664709 0.39784461259841924 0.39306572079658514 0.11015150470814562 1.0000000180025095e-35 -3.2703051567077632 0.12791460752487185 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 18 7 9 8 -5 12 15 11 23 14 20 26 -2 -4 19 21 -1 -8 -3 -12 -10 -6 25 -25 -13 28 -20 -30 right_child=1 3 5 6 10 -7 16 -9 22 -11 17 13 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.029081196175048181 -0.0041323119454102558 0.00040786252984681762 -0.0079396359891055722 0.0065868363076571875 -0.00044500309307526762 0.00042984311717032158 -0.0051308697462140677 0.0063441834803438018 -0.0037170285027555302 0.0026526169964589119 -0.0010864380007192442 -0.0012886767148968077 0.0055851630265498671 0.003225252321160302 0.0019959844749745416 -0.0034613181029449131 0.017161847247840974 0.01122587764312597 -0.020644271596201351 0.010678878208886048 0.010893344636469706 0.0072439832571243121 0.003891090484588577 0.0090017857324953664 0.0018792429738503174 0.041976573571204011 -0.012674375155626357 -0.0091504289581438823 0.011600989757262646 -0.013392124470706434 leaf_weight=25.272011927212588 1552.4366772405774 1393.0975338777062 1290.608873807505 1348.8980206208289 674.09410073774234 478.85438277313369 28.174456780034234 810.13313092049066 1505.0248329010938 500.09972853875661 158.26127730979351 646.03732631445746 447.98492921450816 451.99341058309074 229.74216412634996 499.0977043849125 182.47893789800582 191.75016165387933 125.01456404030614 287.4498520079942 59.763502719142707 212.78016334649874 115.61083532619523 115.26740081451135 355.48239254197688 7.6940053302678271 46.587978604191449 252.42861246321627 10.894606482819652 152.76181500972598 leaf_count=1246 32730 35243 24740 44068 17061 8326 908 15171 25946 10102 3903 14086 10549 8764 4376 8025 4157 4090 4586 8507 1561 4951 1612 2020 6719 146 905 5780 210 3212 internal_value=1.84751e-11 0.0025214 -0.00548932 0.00522219 0.000127457 -0.00434872 0.00808972 0.00326853 -0.00501969 -0.00134093 0.00306101 -0.00202331 0.0019577 3.03909e-05 -0.00334231 -0.00669076 0.0121596 0.00625809 -0.0133217 0.00926761 0.000839183 0.00369079 -0.00317429 0.00149986 0.00424003 0.0110651 -0.00205451 -0.0125856 -0.0155896 -0.0117283 internal_weight=14155.8 9700.21 4455.57 4557.98 5142.23 3889.2 1847 2710.98 3410.34 3426.9 1715.33 2926.8 1900.85 1144.62 1782.18 1789.71 498.103 562.792 566.372 315.624 1452.86 371.041 1620.64 1152.54 478.444 122.961 692.625 541.1 288.671 163.656 internal_count=313700 230017 83683 120164 109853 68649 57640 62524 60323 70963 38890 60861 47353 23755 37106 32765 13572 12944 15034 9415 36804 8854 27558 25946 8885 2166 14991 13788 8008 3422 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 6 1 1 1 6 0 8 0 11 6 4 10 2 4 6 7 11 4 7 7 6 6 11 4 split_gain=213.526 58.9978 52.3317 21.4311 20.4817 14.5257 14.3602 10.9364 10.8175 10.5527 10.2107 9.72396 8.8955 8.30987 7.89798 7.87511 7.78699 7.56296 7.4865 6.86158 6.79492 6.77613 6.73437 8.86884 6.50053 6.27729 6.09141 6.06323 6.57664 8.63001 threshold=1.9098676443099978 -1.2297213077545164 0.29696691036224371 0.26925072073936468 3.1949387788772587 -3.5419051647186275 0.31729927659034735 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.51257953047752391 0.37437555193901068 0.21111111111111114 0.3716235905885697 0.52932482957839977 0.1379378363490105 2.555843120094428 0.12175778643443992 1.0000000180025095e-35 7.846352816104317 0.044553544372320182 0.20297524333000186 4.3299207687377939 3.3587751318306944 0.24034602195024493 0.15211060643196109 0.22748272866010669 0.44836540520191198 3.5492053031921391 6.1999329507481198 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 15 11 -1 9 27 10 12 14 -4 -2 20 -5 19 -7 24 22 -3 -9 -21 -8 -24 -14 -22 -10 28 -6 -30 right_child=2 3 4 8 7 16 18 13 26 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 21 25 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.017557542550770123 -0.0028624744147244517 -0.0088482958887839986 0.00238809220880356 -0.0049165584497967941 0.0018057451527955116 -0.011304893089120679 0.0022100432912177956 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19.162033952481579 77.689622861973476 187.11941443815886 291.11026404096629 399.24659934506781 338.77821703570953 leaf_count=7491 30948 11567 37652 14117 8914 10553 25934 893 5697 10408 4116 9865 18184 4157 24775 24381 9590 771 440 1187 6404 75 3619 1211 560 1981 3618 10662 12844 11086 internal_value=-2.68735e-12 -0.00422232 0.00322897 -0.00274384 0.00578334 -0.010102 0.000920487 0.00808053 -0.00101054 -0.000396023 -0.00186305 0.00366703 -0.00128947 0.0118946 -0.00254035 -0.00502377 -0.00867328 0.00103393 0.00326034 -0.00771138 0.00891965 0.000401033 0.00303027 0.00797981 0.00160083 0.0102972 0.00310805 0.00666116 0.00558435 0.00709938 internal_weight=14095.4 6108.15 7987.25 4880.82 3791.69 1227.33 4195.56 1818.15 2772.82 2684.91 2297.3 1973.54 2190.58 493.1 2060.95 2108 1029.96 884.354 1510.65 669.558 311.392 82.3013 1492.93 212.234 848.908 283.953 475.52 1325.05 1033.94 738.025 internal_count=313700 117167 196533 89533 104458 27634 92075 56941 52323 60871 43008 47517 50463 13435 38892 37210 20143 19515 31204 12829 9278 1262 30764 4830 18744 8385 9315 43506 32844 23930 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 11 11 11 1 4 4 11 4 0 9 1 0 4 4 7 6 4 4 6 11 10 11 11 6 11 split_gain=209.529 62.1878 51.4088 22.0461 18.2899 17.7984 12.9887 12.1001 9.27372 9.27325 11.3454 8.68421 8.34796 7.76288 7.63966 7.23031 7.16739 7.12896 8.64151 7.12747 6.56342 6.59173 6.13824 6.05451 8.31111 9.94156 12.2739 8.0665 7.94673 7.74603 threshold=2.0831813812255864 -0.79627674818038929 0.29507648944854742 0.30140350759029394 1.0000000180025095e-35 -3.0189130306243892 3.49814784526825 3.7284773588180546 1.0000000180025095e-35 3.4433221162344596 3.620247068523311 2.2244411706924443 6.171540406224719 0.28996926546096807 1.0000000180025095e-35 1.0000000180025095e-35 0.37437555193901068 3.5974275744411117 3.620247068523311 0.099597558379173293 0.036799246445298202 17.731582681340274 16.126773603130491 0.34966887533664709 3.7481241226196294 0.0042119400317495179 3.6546049118041997 4.3299207687377939 0.3841558992862702 3.6912324428558354 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 14 7 -1 9 22 19 -2 -11 -6 -9 -7 15 17 20 -3 -19 -5 21 -13 -4 -8 25 -25 28 -26 -27 -28 right_child=2 3 4 8 11 13 23 12 -10 10 -12 16 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 27 26 29 -29 -30 -31 leaf_value=-0.015639132309397282 -0.0017476941739358379 -0.006219234433691408 0.0031274820932826069 -0.0052477413711247622 -0.0019147367639361069 -0.0095177689983407861 0.0018392837436763019 0.0050979156868318264 0.0046522757746900118 0.014622868264971197 0.00117283605487671 -0.0030153459352036892 0.011279482415641867 -0.0047702236687244383 0.0007396230571051996 -0.00047239578715125376 0.014238564214270428 0.0085750294433490099 -0.0036030435688258929 0.00019995321605539921 0.009527152241880681 0.044537991007059755 0.012960633029780056 0.03297700168440322 -0.00039613415253688349 0.022875889113208796 0.038555226845867617 0.0082856528677460722 -0.0055308019515211458 0.011907215634035836 leaf_weight=301.75655000109327 1483.576724792365 1463.205982970183 1813.7262888151236 259.89280128921382 55.306537576427218 742.82504749127838 798.89684623800349 441.16215581098368 356.32334641116904 59.89982926286757 978.28778587396664 58.098350733998814 354.70605481199163 531.95668133723302 300.57594504408189 385.38298353426217 286.78089441667544 55.605247248429805 921.68859702866757 1284.1822221098555 538.12348514253972 2.7475618600146836 58.993207622901537 18.836850494088139 194.49890615616459 11.010129050584508 15.135708133457227 190.81031482556136 45.452797541802283 27.939146426389925 leaf_count=10048 32678 28037 49105 5564 1145 14317 19721 15046 6950 883 20735 1787 12357 9563 5671 7335 6047 742 17270 22647 14767 74 1226 343 3703 204 279 4120 959 377 internal_value=2.1679e-11 -0.00388891 0.0034544 -0.00225851 0.00602229 -0.00908751 0.00103068 0.00475416 0.00028975 -0.000225858 0.00194886 0.00961836 0.00785294 -0.00753665 -0.00380745 -0.0042911 0.0103385 -0.00489412 -0.00291015 -0.000716982 0.00847117 -0.000868024 0.00343724 0.00346331 0.00603918 0.0129918 0.00920971 0.0039032 8.43155e-06 0.0212708 internal_weight=14037.4 6603.4 7433.99 5026.86 3609.64 1576.54 3824.35 2668.59 1900.4 2521.76 1038.19 941.057 795.868 1274.78 3126.46 2825.88 885.75 2440.5 977.294 1544.08 598.969 60.8459 1872.72 1302.58 503.684 118.375 99.5378 385.309 56.4629 43.0749 internal_count=313700 128144 185556 94216 101554 33928 84002 77734 35161 54296 21618 23820 27403 23880 59055 53384 22675 46049 18012 28211 16628 1861 50331 29706 9985 2162 1819 7823 1163 656 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 0 1 0 11 6 4 4 6 0 7 8 1 4 4 6 7 7 11 6 1 0 0 1 11 6 split_gain=204.166 65.3143 44.8565 24.398 21.8409 15.0952 14.9857 9.49279 9.19073 8.93474 8.66966 8.65601 8.73228 8.46895 8.20789 14.986 7.92933 7.8278 8.17749 8.23145 7.55453 7.25548 6.75348 6.72659 6.53498 6.52739 6.51935 6.78393 6.28256 6.07235 threshold=1.4207190871238711 0.29568658769130712 -1.9431035518646238 2.7811937332153325 3.2405511140823369 0.26852519810199743 1.0000000180025095e-35 0.37437555193901068 -3.8925398588180538 0.071764625608921065 3.4051711981388286 8.9104595373115831 0.48880545794963842 0.3598031103610993 0.19786719232797625 0.29285714285714287 1.0000000180025095e-35 3.3690377498030597 3.620247068523311 0.12935690581798556 0.2526784241199494 0.16079260408878329 0.23119770735502246 0.17772490531206134 1.0000000180025095e-35 0.24121113866567614 0.12162990495562555 1.0000000180025095e-35 5.4510622024536142 0.34966887533664709 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 13 9 14 11 -8 -1 20 29 12 -5 24 26 -16 22 -11 19 -19 -2 23 -7 -12 -3 -17 -4 -28 -13 -6 right_child=1 3 5 6 10 16 7 -9 -10 17 21 28 -14 -15 15 25 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.018121366463568434 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341.9544100931962 8.2544797473819909 954.0477051899361 67.958588003413752 11.578739952725298 188.62414523518237 1021.3153327007021 208.0170205469185 286.6947807634424 20.790188190585468 1074.4956846096757 151.43065519700758 17.138653553847689 450.27697473262378 leaf_count=6226 13575 23206 197 33595 17061 16836 12864 4876 12581 32135 3903 15113 8207 11710 7344 779 6333 152 19246 1028 426 4090 18489 4951 6651 365 19400 2595 881 8885 internal_value=1.39366e-11 0.00261787 -0.0050237 0.00527892 0.000212927 -0.00376067 0.00722919 0.0110961 -0.0117015 -0.00125337 0.00299142 0.00582516 0.00453642 0.00269686 -0.0058694 -0.0026191 -0.0021601 -0.000526599 0.00150923 0.0109657 -0.00475679 0.0060649 -0.00290031 0.00358851 0.00124686 0.00894693 -0.00717792 -0.00739698 0.00914214 0.00146818 internal_weight=13971.8 9185.3 4786.51 4360.49 4824.82 4025.2 2484.16 661.713 761.312 3158.16 1666.66 1822.44 1312.5 1876.33 1736.88 498.539 2288.32 2615.56 1030.26 76.2131 542.592 552.29 1946.36 363.666 1236.4 83.8629 1238.34 1225.93 509.942 1114.37 internal_count=313700 222555 91145 117103 105452 72338 75536 17740 18807 66562 38890 57796 41802 41567 30680 8488 41658 52561 20426 1180 14001 12944 35325 8854 29857 1144 22192 21995 15994 25946 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 11 11 6 4 0 0 0 5 1 8 6 1 6 0 4 10 6 8 0 7 0 6 6 0 split_gain=199.956 70.4135 47.0479 23.9282 20.032 17.1238 11.0228 10.9283 8.45947 8.83744 8.34166 8.33679 8.18004 7.9426 7.66916 8.32654 7.26092 7.07902 7.07205 6.93577 6.52303 6.31148 6.20471 6.15051 7.90621 6.01595 5.96504 5.90484 7.55167 6.0211 threshold=2.3584704399108891 -0.33340509235858912 0.3219196498394013 0.30140350759029394 -2.8060469627380367 1.0000000180025095e-35 4.2956635951995858 4.8003745079040536 0.19192082434892657 15.126169668732652 0.39052157104015356 0.28996926546096807 0.43175138533115393 6.1402905072902625 1.0000000180025095e-35 0.23611111111111113 0.37499696016311651 1.0000000180025095e-35 0.023078305646777156 0.15876720100641253 11.76097097943814 0.0094637700007185206 0.66312158107757579 0.29285714285714287 0.17844460159540179 0.24034602195024493 0.37300667166709905 0.34966887533664709 0.42793913185596472 0.3137232661247254 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 14 26 7 12 8 9 25 -5 23 13 17 15 -3 -17 -4 20 22 -8 -21 -9 -6 -25 -2 -1 -7 -29 -30 right_child=2 3 6 10 11 27 18 19 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.015659227707535899 -0.0022254801623224634 -0.0049612444274147131 0.0044953157718340122 0.0001804558473954275 -0.010006195044577452 0.0047625127622789552 -0.0075741302732478975 -0.0090362164922788632 0.0017800342330852464 0.018355709511193728 0.0057745860287203776 -0.004292281886036765 0.014258948814575871 0.024713408664468129 0.00047258997182629889 -0.0028233167722598552 0.0033883741216228541 0.0088791656787098744 0.01311511042761737 0.017659669311784396 0.015151092064838683 0.0059163384558953815 0.046894674425952743 0.022101734530711171 -0.0054832600122821096 0.010193138291350044 0.0017039804076642959 0.018334808984056684 0.0025590388371356482 0.032649777166967958 leaf_weight=330.37611629228923 1062.205439334648 1825.8948014392008 1277.0653373451496 1843.6717635370296 709.9596677243826 574.48477124279452 30.335155166372715 28.935804087668661 2077.3861020235854 19.903237011283636 275.78517536917207 686.40372670636862 110.73782238818239 19.861728138872422 455.92271810312377 926.94392497569788 207.22292661629035 447.7472403532156 374.48344853160961 61.317544597332017 18.180854118196294 125.48256713900264 1.9024561927653838 9.791348605649544 208.00083230590099 36.307538436334653 18.821683720685542 73.422936160117388 73.466537945816526 6.515623851097188 leaf_count=10863 27616 34719 36554 36548 14031 13046 994 528 47997 463 4427 12269 2012 410 8825 17669 4011 11538 13069 2130 572 3961 57 106 3920 1273 449 1788 1629 226 internal_value=-1.52813e-11 -0.00332702 0.00388623 -0.0015957 -0.00820826 0.00198131 0.00734871 0.00109049 0.000647514 -0.00145607 0.000908368 -0.00679882 0.00635238 0.00585054 -0.00314936 -0.00370723 -0.00168838 0.00563333 0.0117189 0.00759512 0.000941903 0.00977111 -0.00558576 -0.0086533 -0.00424311 -0.00181503 -0.0147234 0.00615879 0.0113877 0.00501033 internal_weight=13918.5 7498.79 6419.74 5535.44 1963.35 4141.33 2278.41 3413.44 3195.8 1118.42 2119.46 1614.16 1855.41 1744.67 3415.98 2960.06 1134.17 1724.81 422.999 217.638 48.516 186.8 30.8383 927.752 217.792 1098.51 349.198 727.89 153.405 79.9822 internal_count=313700 147837 165863 106199 41638 100714 65149 84025 77349 29352 40975 30326 50514 48502 65224 56399 21680 48092 14635 6676 1566 6091 585 18057 4026 28889 11312 16689 3643 1855 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 11 11 1 6 0 7 8 4 6 11 4 0 6 4 11 0 6 6 10 10 2 9 6 7 split_gain=195.67 54.2959 49.5087 19.758 19.6602 14.236 13.9108 13.0413 10.669 9.43279 8.99931 8.74155 11.3122 8.33124 8.5175 7.41813 7.32264 7.28616 6.7398 6.65198 6.34418 6.23712 6.19926 7.58323 10.9342 7.46862 7.37594 6.93166 6.18882 5.92606 threshold=1.9098676443099978 -1.2297213077545164 0.29507648944854742 0.26852519810199743 2.7811937332153325 1.0000000180025095e-35 3.49814784526825 -3.5419051647186275 1.0000000180025095e-35 0.51257953047752391 0.37437555193901068 0.14292877912521365 0.2678571428571429 8.9104595373115831 0.48880545794963842 0.52932482957839977 2.5289968048817539 0.36781153082847601 0.12713324278593066 7.8747893248255281 5.4510622024536142 0.094628330320119872 0.34966887533664709 0.38201983273029333 0.012747596643770011 0.01507540568290189 1.0000000180025095e-35 1.0000000180025095e-35 0.027981450781226162 0.15261834859848025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 18 17 13 11 -1 9 15 28 -2 -13 14 -6 -5 -9 -4 19 21 -15 -3 -8 24 27 -26 -25 -24 -7 -30 right_child=2 3 4 8 5 10 22 16 -10 -11 -12 12 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 29 -31 leaf_value=-0.016917339428178437 -0.0021343960455828866 0.023326584101083549 0.0011818878858856502 -0.0048015752823060334 0.0034135605633436755 -0.0033335508809219446 0.0017615028716597332 -0.01099805296201308 0.0031059271779854481 0.0038523242676046848 0.015919165059226765 -0.00040074161391090522 0.0056000958893074977 0.0084169358627218891 0.0097901033448139912 -0.0010821645689485463 -0.0058986818877679792 0.0060248420281783363 -0.0037633345421219109 0.0010383732827922586 0.027002169214081252 -0.0090252144157177312 0.032694303440188234 0.0037905260577753373 -0.028949492622498713 0.0079923510519053706 0.03959410180681959 0.008245258838916655 0.011720856015191941 0.0035502232057445112 leaf_weight=192.54661910601135 1338.3535702163354 5.4185054155532262 934.71847186097148 776.05958572018426 1087.6671711539602 36.685693732462823 787.81397183491754 497.59974052989855 474.69747062792885 235.35582407048787 217.30268420634093 1031.3474361043809 389.502954161464 490.49064695477136 228.06309428653913 1276.2572578820509 516.51777405510074 398.9096996917724 1445.2124654480722 71.710604703403078 17.10686527879443 526.17307303133566 29.942469194764271 385.66272636616486 5.6403032441157839 38.862580141867511 5.2490172255202188 16.020533603848889 298.12756659451406 109.13683852055692 leaf_count=7491 30282 67 23469 14257 33905 1227 19721 10392 9389 4140 4876 22065 7782 15176 8230 24990 9751 7192 24810 1129 884 10751 573 8170 113 734 142 253 9025 2714 internal_value=-5.81575e-12 -0.00406976 0.00312109 -0.00264258 0.00556879 0.00714595 0.000801105 -0.00975978 -0.000986974 -0.00183626 0.0109168 -0.000394544 0.00124429 0.00577841 0.00451884 -0.00248862 -0.0084008 0.00263049 -0.00487513 -0.00753846 0.00904329 -0.00869545 0.00340043 0.00608266 0.0139098 0.00331034 0.00427128 0.0241725 0.00846824 0.00953133 internal_weight=13864.2 6017.55 7846.6 4810.88 3818.21 2484.58 4028.4 1206.66 2762.37 2287.67 661.253 2759.2 1420.85 1823.33 1315.73 2052.32 1014.12 1333.63 2048.51 603.302 507.598 531.592 1269.19 481.378 90.4659 44.5029 390.912 45.963 443.95 407.264 internal_count=313700 117167 196533 89533 106698 76037 89835 27634 52776 43387 17842 60129 29847 58195 42135 39247 20143 30661 36757 11947 16060 10818 29706 9985 1673 847 8312 826 12966 11739 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 11 0 8 1 6 4 1 11 6 7 5 0 10 10 7 11 6 11 7 7 0 6 11 split_gain=191.732 62.0686 39.3571 27.4084 19.669 14.2427 13.3827 10.434 10.2355 9.7518 9.54415 9.21611 8.06293 7.53908 7.39467 6.89461 6.84105 6.73281 6.70119 6.3019 9.46106 6.2819 6.39503 6.25201 8.84797 6.22892 6.21634 6.21643 6.13178 6.60943 threshold=1.2767197489738467 0.31102181971073156 -2.3216673135757442 2.8845475912094121 4.2956635951995858 1.0000000180025095e-35 1.0000000180025095e-35 -0.062291610985994332 0.42563462257385259 0.58571428571428574 1.0000000180025095e-35 0.54769402742385875 6.8726822717968679 1.0000000180025095e-35 2.1720671653747563 0.31729927659034735 0.065489374101161971 5.5350908050609204 0.28740626573562628 0.030965390922028217 0.017593536243363243 0.13430631160736087 -4.3557312488555899 0.2413468807935715 3.6546049118041997 0.20189173519611361 0.13487846404314044 0.39709493517875677 0.023078305646777156 5.998493194580079 decision_type=2 2 2 2 2 2 2 2 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 18 10 6 7 8 26 11 13 -2 14 25 15 -3 -5 -6 -8 21 20 -14 -1 -23 -10 -25 -9 -4 -28 -18 -30 right_child=1 4 5 9 16 -7 17 12 23 -11 -12 -13 19 -15 -16 -17 28 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.021909063924823901 -0.0021412040836368564 -0.00049264486443056812 -0.0093258740268821489 5.4308339521909952e-05 0.026918775530432697 0.00075084584825110996 0.0076164120883476577 -0.005370093874477299 0.019386859365565449 0.0096912332021650022 0.0024625711588721578 0.0090960154212799474 -0.00012744934368227049 0.0059749159158288294 0.0035390474914782401 0.003597613405708514 0.00055439829668409884 0.028459780617484623 -0.0084326712661127734 -0.0043180569955117969 0.012965097897130302 -0.021640761843579676 -0.010144234415146171 0.0020282377391807895 0.033916778862608916 -0.00066544385045145876 -0.0057468875934393177 0.0061391103830153665 0.010624339145864156 0.026555284952978073 leaf_weight=93.203890157979913 2630.924423265642 563.07910484011154 509.80498376453761 1204.7731138218642 23.6848451802216 479.19972504227189 787.02398350635485 1138.1175310664548 55.161561993998475 169.53389209884335 479.07471363868535 205.83385949622607 188.13979761381052 407.93882272785413 1500.5276648006766 838.02049796523352 50.728024229829316 14.199365088366902 207.54725467870594 156.26035122902249 67.495371084543876 56.431593632209115 190.71374381758505 63.290864166221581 8.9367395956069213 325.77944553704583 961.696881986878 41.302335534477606 369.53813281933981 25.025388280308107 leaf_count=2766 56369 11263 10220 31104 1151 8540 19064 20647 1111 4914 10204 5995 3065 9342 42129 19002 1675 280 5372 2695 1020 2588 4308 1055 321 5445 17712 524 12633 1186 internal_value=-1.24943e-11 0.00242283 -0.00515617 0.000472422 0.00547063 -0.00409018 0.00462925 -0.00477478 0.00350721 0.00273281 -0.00143202 0.00304274 -0.0032798 0.00225145 0.00243895 0.00150789 0.0112081 0.0079858 -0.0126813 0.000428178 0.00332938 -0.0152722 -0.0127693 0.0117819 0.00597381 -0.00432311 -0.00662847 -0.00525744 0.0103725 0.0116348 internal_weight=13813 9397.29 4415.69 5730.27 3667.03 3867.8 3198.05 3388.6 2396.83 2620.27 3110 2269.44 1875.79 2450.73 2063.61 2042.79 468.976 801.223 547.896 411.896 255.635 340.349 247.145 127.389 72.2276 1463.9 1512.8 1003 445.292 394.564 internal_count=313700 228798 84902 130935 97863 69868 81218 61328 61874 64362 66573 59387 32872 59448 53392 50106 16645 19344 15034 6780 4085 9662 6896 2487 1376 26092 28456 18236 15494 13819 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 11 1 0 0 4 4 6 6 0 1 0 6 0 4 7 6 0 11 4 6 11 11 6 split_gain=186.942 61.0439 38.2354 24.7528 21.4612 13.9929 13.982 10.2074 8.94115 8.62179 8.36627 8.15263 7.41727 7.77677 7.40277 7.31228 7.11452 6.9357 9.68616 6.52755 6.45408 6.15871 6.19234 8.65753 6.1327 6.05634 6.14032 6.0204 5.98412 5.94589 threshold=1.2767197489738467 0.29568658769130712 -2.3216673135757442 2.7811937332153325 3.2405511140823369 1.0000000180025095e-35 1.0000000180025095e-35 -0.40764722228050226 1.0000000180025095e-35 0.37036058306694036 0.3665823638439179 3.4051711981388286 8.9104595373115831 0.48880545794963842 0.21596458554267886 0.37300667166709905 1.0000000180025095e-35 0.24015997350215915 0.17772490531206134 0.28740626573562628 3.1611572860905777 0.13430631160736087 0.30967901647090917 0.19100366532802585 -4.3557312488555899 17.23079907578424 0.46091884374618536 5.4510622024536142 3.8751226663589482 0.62301644682884227 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 19 10 8 7 12 25 14 -8 16 -6 13 -5 -2 -9 29 -13 -19 21 -16 22 -1 -24 -23 26 -4 -14 -20 -3 right_child=1 3 5 6 11 -7 9 15 -10 -11 -12 17 27 -15 20 -17 -18 18 28 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.02668549553731317 -0.003678741026678976 -0.00034284560824968666 -0.0081180068926485546 0.0033355340884468196 0.0014164063061000457 0.0007486046761045887 0.0081655032256555266 -0.0039819548823528212 0.0024848206373473654 0.015372555208455742 0.0055194652965701047 0.011132741047635845 0.0080956166860329699 0.0094506083858511124 -0.0020791524688629332 0.0029224710542273147 0.0051256532740063905 -0.0023323759869865175 0.0034817887931907947 -0.0083579319310741699 0.001874781485505837 -0.021423481658743224 0.03523372524853819 -0.0161176264113678 -0.010091383821451427 0.015321918542068951 -0.0022639616070231493 0.026456408188255055 0.013183300654486824 0.012564196760624438 leaf_weight=65.530349406093592 1236.2844941130534 1051.1337248403142 992.29990403240663 1068.1578963991997 1101.4374813203594 478.17902355438855 418.36111459170934 2030.6225062353187 481.17550549432781 232.36580676599988 571.59278372629342 160.86423811968416 484.87389180541504 226.93656762232422 978.92647246668639 148.12106871214928 322.72407529166958 147.11308930696396 139.08547460957197 206.20717548788525 598.83969908204745 55.583690158789977 3.4067141665145781 22.276382561773062 189.56098778654996 10.876688626129178 192.54923357465304 16.623585677531082 97.220038124884013 33.134815184690524 leaf_count=2006 28280 25522 19223 33595 25946 8540 12312 36300 9992 5428 10307 3238 15113 8207 19611 2184 7551 3798 3170 5372 12357 2588 37 723 4308 130 3491 881 2738 752 internal_value=1.97427e-11 0.00239512 -0.00510434 0.00495399 0.000102974 -0.00405429 0.00697126 -0.00473489 -0.00129429 0.010739 0.00245882 0.00290072 0.00560657 0.00440707 -0.00194048 -0.00351256 0.00121543 0.00590444 0.00371089 -0.0125605 -0.00057844 -0.015137 -0.021792 -0.00930617 -0.0126608 -0.00696211 -0.00716667 0.00870424 0.00747315 5.15885e-05 internal_weight=13762.1 9366.85 4395.21 4425.9 4940.95 3852.65 2447.32 3374.47 3295.23 650.727 1978.59 1645.72 1796.59 1295.09 2814.05 2178.74 1406.99 544.283 383.419 542.565 1577.77 336.358 91.2134 25.6831 245.145 1195.73 1184.85 501.497 236.306 1084.27 internal_count=313700 228798 84902 119668 109130 69868 75536 61328 70240 17740 44132 38890 57796 41802 60248 38484 33825 12944 9706 15034 31968 9662 2766 760 6896 22844 22714 15994 5908 26274 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 0 11 0 1 0 6 4 8 0 6 4 0 8 7 4 6 7 0 6 1 9 11 6 6 split_gain=183.769 59.9136 37.6342 28.8818 19.2025 14.2786 11.8069 10.4055 9.37109 9.27233 8.40534 8.19683 8.02277 7.99495 7.73916 7.73895 7.5496 8.13889 7.17743 8.53156 6.50435 6.41074 6.54863 5.97945 5.94583 5.80727 5.72789 5.68988 5.66078 13.7624 threshold=1.2767197489738467 0.28870338201522833 -1.616288900375366 2.7811937332153325 3.2405511140823369 1.0000000180025095e-35 0.2718977183103562 -3.8925398588180538 0.3665823638439179 1.0000000180025095e-35 0.37036058306694036 0.49705748260021215 8.9104595373115831 0.41428571428571431 0.24317920207977298 0.12713324278593066 7.8747893248255281 0.40828531980514532 0.21111111111111114 0.1512950733304024 8.5280573768089258 0.036799246445298202 0.088835164904594435 0.28423905372619634 0.45123457908630377 1.0000000180025095e-35 1.0000000180025095e-35 5.998493194580079 0.34966887533664709 0.39784461259841924 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 8 9 11 15 -1 25 18 21 12 -5 23 -15 -4 17 -8 26 -20 -18 -7 -23 28 -9 -3 -2 -24 -6 -30 right_child=1 3 6 5 13 10 16 24 -10 -11 -12 -13 -14 14 -16 -17 20 -19 19 -21 -22 22 27 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.017632116207842375 -0.0040277441679896896 -2.2169515060375742e-05 -0.0088070040481238714 0.0034081700173731436 0.0008757432510129035 -0.0028654916295446321 -0.003432548738274178 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155.81863626021368 355.87540700318641 213.56488836157951 3.6627654570620498 140.24230112996884 341.49945970888075 leaf_count=6226 30468 29884 9161 37200 19772 1384 26453 13253 10307 8796 5428 10035 14878 1319 2928 18809 1198 557 13337 7356 6180 2720 9074 1874 3065 8417 4123 170 2466 6862 internal_value=4.51713e-12 0.00237802 -0.00507231 0.00473141 -7.64078e-05 0.00684534 -0.00363415 -0.0104536 0.00215123 -0.00144809 0.0105597 0.0055246 0.00473497 0.00268086 0.00915674 -0.00556419 -0.00203995 -0.00307208 -0.00212017 -9.67317e-05 0.00144071 0.00819264 0.00933844 0.00194892 -0.00904013 0.000960511 -0.00333917 0.00757973 0.00239872 0.00497721 internal_weight=13711.8 9335.19 4376.57 4765.69 4569.5 2619.53 3453.58 922.983 2146.16 3051.46 687.116 1932.41 1661.11 1518.04 154.154 1562.24 1891.34 1458.77 2618.9 984.576 432.574 455.365 412.611 1363.89 771.147 1577.15 1634.33 339.168 1297.36 481.742 internal_count=313700 228798 84902 129497 99301 80889 62358 22544 48608 64080 18776 62113 52078 35221 4247 27970 34388 27010 55284 20693 7378 13348 11964 30974 16318 38301 34591 9244 29100 9328 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 1 11 11 1 6 11 4 7 8 6 11 8 0 6 4 11 6 6 9 7 0 8 1 6 7 split_gain=179.793 50.135 44.7244 22.3136 20.8742 12.6982 11.8088 11.3661 9.93331 9.17237 8.84916 8.11095 7.69669 10.4984 7.44337 7.14237 6.75526 6.5173 7.33414 6.49821 7.74839 6.48733 6.05892 6.03757 6.07383 5.99109 5.74521 6.37857 6.51113 5.91255 threshold=1.9098676443099978 -1.4128691554069517 0.28870338201522833 4.3299207687377939 0.26925072073936468 1.0000000180025095e-35 3.3665746450424199 -3.8925398588180538 1.0000000180025095e-35 0.50447744131088268 2.6586936712265019 2.555843120094428 0.14404108375310901 0.29285714285714287 0.040838092565536506 0.52932482957839977 0.2678571428571429 0.43175138533115393 0.49705748260021215 8.1972073343732053 5.4510622024536142 0.017417468130588535 0.22748272866010669 1.0000000180025095e-35 0.19641235470771792 0.31170989573001867 0.18333333333333338 1.0000000180025095e-35 0.44509227573871618 0.19786719232797625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 5 23 10 12 -1 9 15 25 -9 -2 -14 -7 -6 -8 18 -12 21 -21 -5 -10 26 -25 -4 27 -3 -29 -28 right_child=2 4 3 19 8 14 16 11 22 -11 17 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.01748145822617515 -0.0023864503514096557 -0.0073231924090780137 -0.0031970634649846961 -0.0062698842664954931 -0.0046258770822324166 0.00013206380378255337 0.0017634451848002053 -0.011438699016610621 0.00027251840102539521 0.0035887993605760874 0.0034272449521415369 -0.005754790643726115 -0.00063438434967102249 0.005691665590966572 0.0085294403786668766 -0.0010019808448528593 0.0069306798157670706 0.014034869987640773 0.0094058115812295819 0.012515768660698774 0.028312373574028105 0.0095519998569853024 0.0071975562276189045 -0.0068503059943708219 0.0038920549656194575 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6.93621 6.66332 6.22954 5.88597 6.11895 5.82063 9.07055 6.03844 6.12309 5.79674 5.50345 11.9681 threshold=1.2767197489738467 0.28870338201522833 -1.9431035518646238 2.7811937332153325 3.2405511140823369 1.0000000180025095e-35 0.26852519810199743 1.0000000180025095e-35 0.3665823638439179 0.36903019249439245 -3.8925398588180538 0.49705748260021215 0.41428571428571431 0.24317920207977298 8.9104595373115831 0.21111111111111114 0.1512950733304024 1.0000000180025095e-35 0.13392857142857145 0.35450923442840582 0.86810946464538585 0.62301644682884227 1.0000000180025095e-35 10.34743095157833 0.45210778713226324 0.19603241235017779 0.41428571428571431 0.41417650878429418 0.34966887533664709 0.39784461259841924 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 10 8 7 11 19 15 21 -7 -1 14 28 -14 -5 -2 -17 23 -19 20 -4 22 -3 24 -8 -25 27 -27 -6 -30 right_child=1 3 6 5 12 9 17 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=-0.01730731636622684 -0.0032808156109094973 -0.00030722273148914948 -0.0080926164169908867 0.0033170073419959765 0.00047070694676905507 0.0079395060026842979 -0.0037144112925070628 0.0025899950719436553 0.005397307355133594 0.014926762300322841 -0.0094389248427629181 0.010163070840991826 0.018922693187432959 0.004270426479819402 0.0077254063255140165 -0.0021250844275394515 0.0032886635273531987 0.010811930300549841 -0.00043166437608560348 -0.0023839381856494255 -0.0028474786752742303 0.012990457381808375 0.0041948574181123952 0.0069225553771801694 0.037725024210366727 -0.0041517544896168788 -0.0075143512931959691 0.032085933185230966 0.011700386068000062 0.0014580682768854003 leaf_weight=149.8724108353199 1619.5410116718558 1177.6702366571189 895.90168673964217 1176.6628858115546 850.81685555743388 448.32635930304241 1562.2588481657731 428.4309303272712 563.93953258159672 233.59097254704102 583.31068013193726 271.36082484255894 48.34633364842739 103.2332203220285 475.28540847334079 604.39656516123796 373.89554924750701 62.31459847901715 237.90536741184769 394.04144891309261 263.7966447781364 36.080097303609364 353.18596646866354 102.33485750411637 4.7683902340941122 8.3763097212649864 72.084828113089316 7.5573102086782447 144.91989279107656 352.23790677769284 leaf_count=6226 34591 29073 16898 37200 21145 13170 29019 8796 10307 5606 12581 10035 1319 2928 14878 13337 7356 1123 4446 6576 4688 856 8372 1689 72 153 1336 95 2594 7235 internal_value=2.86063e-11 0.00234486 -0.00499892 0.00464751 -6.47783e-05 0.00667077 -0.00377095 -0.0014072 0.00217385 0.010333 -0.0110473 0.00537232 0.00264438 0.00894377 0.00458536 -0.00206641 -5.59926e-05 -0.00227327 0.00190209 -0.00575432 -0.0068995 0.00101373 0.000731458 -0.00298656 -0.00358831 0.00196716 -0.00379425 0.0130358 0.00193601 0.00444367 internal_weight=13606.4 9261.92 4344.52 4736.1 4525.82 2605.23 3611.34 3026.26 2130.88 681.917 733.183 1923.31 1499.55 151.58 1651.95 2597.83 978.292 2057.6 300.22 1553.74 1159.7 1566.94 1530.86 1757.38 1567.03 190.353 88.0184 15.9336 1347.97 497.158 internal_count=313700 228798 84902 129497 99301 80889 66095 64080 48608 18776 18807 62113 35221 4247 52078 55284 20693 37933 5569 28162 21586 38301 37445 32364 29091 3273 1584 248 30974 9829 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 11 1 8 7 0 5 11 1 0 1 7 6 6 8 4 11 6 11 4 7 6 0 0 0 4 split_gain=173.884 52.6741 45.6272 18.7636 17.731 14.7385 12.3856 10.6601 11.6035 8.89197 8.31842 8.2037 7.55227 7.46139 7.46116 7.27311 6.62112 6.45662 6.76717 6.08062 6.61796 6.00689 5.97723 5.93621 10.0717 5.9335 5.70772 5.81416 5.62603 5.60173 threshold=2.1016156673431401 -0.79627674818038929 0.28870338201522833 4.3299207687377939 0.30140350759029394 -3.0189130306243892 1.0000000180025095e-35 0.29285714285714287 0.14292877912521365 0.20515289902687076 6.0558205132412004 3.63657557964325 1.0000000180025095e-35 0.42563462257385259 1.0000000180025095e-35 0.099597558379173293 0.040838092565536506 0.45476210117340093 0.23611111111111113 8.1972073343732053 5.4510622024536142 0.23634978383779529 3.7481241226196294 3.4433221162344596 0.19786719232797625 0.023078305646777156 0.41180542111396795 0.11517783254384996 0.32992492616176611 7.8747893248255281 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 6 23 -1 10 11 9 -9 13 -2 17 -4 15 -6 -8 18 -7 25 -21 28 -15 -3 -25 -5 27 -19 -14 -10 right_child=2 4 3 19 14 12 16 8 29 -11 -12 -13 21 22 -16 -17 -18 26 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.014607709601863002 -0.0014107993248037856 -0.0045719380325981458 0.0030500159947125342 -0.0057042336307635572 -0.0052707167792711909 -0.011076582680444123 0.00048206379507644649 0.022489044130618027 0.0050645698291663065 -0.00081037099439424819 0.021713296560748 0.0022890073507800747 -0.0070416790291357167 0.008214458013236052 0.0041705182732770345 0.00026251608383935654 0.008928847542649266 0.022538181295255484 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11702 85 3652 152 2266 internal_value=-2.58596e-12 -0.00356225 0.00324085 0.00553872 -0.00206301 -0.00845888 0.00466311 0.000723152 0.00359466 3.38529e-05 0.003584 -0.000263301 -0.00703373 0.00341083 0.000237562 -0.000674062 0.00791566 -0.00777753 -0.00888249 0.0107357 0.015 0.00040246 0.0112898 -0.00346606 -0.00189292 0.00833736 -0.00307001 -0.00399309 -0.00385951 0.00698114 internal_weight=13555.6 6457.58 7098.01 3711.01 4943.87 1513.71 3175.92 3387 866.03 422.149 2384.73 2520.97 1228.89 2362.16 1872.9 1520.47 791.195 1117.14 904.774 535.088 192.618 111.742 103.437 3070.97 1267.68 342.471 212.371 205.144 81.2407 443.881 internal_count=313700 129399 184301 107965 95471 33928 88375 76336 19589 9878 68216 56747 23880 67705 35688 28612 20159 21800 17969 19590 6824 2080 2162 59783 24287 12766 3831 3746 1503 9711 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=11 11 0 11 11 0 1 8 7 11 0 0 5 0 1 6 4 6 11 11 7 6 0 0 1 6 8 0 4 4 split_gain=169.477 51.9059 44.1211 18.2816 17.0803 16.3299 12.3023 10.435 11.1921 8.17956 8.02581 7.68851 7.44062 7.06466 6.49081 6.14738 6.13034 6.06119 6.58061 5.9189 5.88432 5.68226 5.64454 5.59833 5.5664 5.80258 5.56195 6.23154 5.55669 6.13791 threshold=2.1016156673431401 -0.33340509235858912 0.28870338201522833 4.3299207687377939 -2.8060469627380367 0.30140350759029394 1.0000000180025095e-35 0.29285714285714287 0.14292877912521365 3.63657557964325 0.20515289902687076 0.28996926546096807 6.0558205132412004 0.44009289145469671 1.0000000180025095e-35 0.18452219665050509 8.1972073343732053 0.58749014139175426 1.1197132468223574 5.5944023132324228 0.099597558379173293 0.18831270933151248 0.37036058306694036 0.29568658769130712 1.0000000180025095e-35 0.36104553937911993 0.29285714285714287 0.17844460159540179 7.8747893248255281 4.522066880234946 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 6 -1 24 12 9 10 -2 -9 26 13 -4 17 23 -5 20 -19 -18 -7 -17 -16 -8 25 -3 -6 -28 29 -10 right_child=2 5 3 16 11 14 15 8 28 -11 -12 -13 -14 -15 22 21 19 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.013866169715216066 -0.0014045735256829101 -0.0045530991685451541 0.0031207192776790708 0.0081996259989079792 -0.0095070074833404992 -0.0051871589561016595 -0.010347499482209482 0.021399212744422809 0.0095060674798117667 0.0022951074700321753 -0.0007501475262736933 -0.0039379916528791267 0.020826752264220375 0.014592585239462297 0.0020453174631998648 0.039090597073806146 0.012868453256556969 -0.0011828715937014325 0.015510528951691251 0.028563048104970436 5.4948928771821241e-05 0.0094136591401123067 0.011097673857060666 0.0054553515335842755 0.00024917130443457734 -0.0011849409750759831 0.019571885900140088 -0.005071076014609723 0.012784248023543776 0.0013301785051075196 leaf_weight=332.61839216614317 1730.9090549944449 1832.6153278173588 2306.4977131932537 341.46647994363593 684.92147324034886 235.17786752688698 21.96300463649095 15.280107530881649 149.22072859729087 780.27600103918849 404.13454819555045 666.12815654891892 22.158675870276056 49.346839959267527 251.99685503094224 5.8728892249637275 166.39597676448466 41.462431931926403 43.603162052197149 24.857003630313557 1067.4966994995775 514.77181206725072 82.220933630189393 247.93553698188043 368.23902978482511 614.76371001679217 9.6771330849733186 202.28501588109066 108.76136074680835 185.21517103124643 leaf_count=11312 38858 36284 66616 12766 14031 5188 560 291 3133 17889 9587 12269 511 1089 5247 131 5649 668 805 1175 19668 13189 1511 6279 7247 11143 106 3920 2266 4312 internal_value=6.20129e-12 -0.00352393 0.00320424 0.00546609 -0.00769312 -0.00178221 0.00460157 0.000722851 0.00356954 -0.000255008 5.67976e-05 -0.00637946 0.00352376 0.00336102 0.000519113 0.00784369 0.0106081 -0.000384787 0.00737388 0.0149083 -0.000891433 0.00974842 0.00427229 0.00416939 -0.00318963 -0.00370704 -0.00819276 -0.003946 0.00689378 0.00497815 internal_weight=13508.3 6433.21 7075.06 3701.27 1895.63 4537.58 3168.55 3373.8 862.612 2511.19 419.415 1563.01 2378 2355.84 1721.96 790.543 532.719 1387.74 85.0656 191.253 1302.67 520.645 334.218 269.899 2815.62 2447.38 896.884 211.962 443.197 334.436 internal_count=313700 129399 184301 107965 41638 87761 88375 76336 19589 56747 9878 30326 68216 67705 33087 20159 19590 26329 1473 6824 24856 13320 6758 6839 54674 47427 18057 4026 9711 7445 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 11 11 0 1 6 4 1 6 5 0 11 10 7 4 7 1 0 6 7 4 1 0 6 1 2 split_gain=165.884 46.4973 41.0487 20.2695 16.1421 14.2222 10.5155 9.82942 9.05441 8.28132 8.25665 8.29124 9.37733 7.86972 7.76527 6.87241 6.72966 6.46208 6.35213 6.02572 5.96843 5.87068 5.84756 5.80522 9.55608 7.54173 6.30508 5.78506 5.72777 6.27968 threshold=1.9098676443099978 -1.4128691554069517 0.31102181971073156 0.26852519810199743 3.63657557964325 4.2956635951995858 -3.8925398588180538 0.43175138533115393 1.0000000180025095e-35 0.50447744131088268 15.126169668732652 1.0000000180025095e-35 0.30779561400413519 4.9757922282127316 0.3598031103610993 0.52932482957839977 0.07311146677484627 0.065489374101161971 2.555843120094428 0.23033842444419864 1.0000000180025095e-35 0.3546332865953446 0.22748272866010669 0.19786719232797625 2.555843120094428 1.0000000180025095e-35 0.12162990495562555 0.023078305646777156 1.0000000180025095e-35 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 6 4 23 10 7 -1 13 9 15 11 12 -2 20 18 -5 -12 -7 -8 -9 -4 -19 -10 25 -25 26 -3 -23 29 -6 right_child=2 3 5 8 28 17 14 19 22 -11 16 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.016967561177442352 -0.0021244819933371405 0.014142648124506866 0.0032218290692053219 -0.0044598724447069676 0.0028680279753962317 0.025949631939947065 -0.011806371888218928 0.013838093480312791 0.0001981006380696818 0.0034375215042725575 0.021817523290096529 0.0032906068208398676 0.0015056035000354617 0.015516125227930121 0.00045573227211813096 -0.00090040544725655683 -0.01443252973637044 0.005632732272582726 -0.0064741399663576999 -0.034916272267868267 0.0066583420071713931 0.00023890222309741656 0.0070152154320420514 -0.0043584311533722336 0.0048518668068844861 -0.00023918502932519185 -0.0068952733841812159 0.014394945047484798 0.0084744091202918013 0.027183131406313659 leaf_weight=148.10995619501045 1739.6548542172313 12.953816126915624 1822.540260175796 805.87501393555431 1005.6591433323574 23.117710039019585 415.94330882844224 123.29393527458888 287.41523029094969 254.24687804012501 25.777145733009096 535.86770508050176 1013.6167117889054 55.385574711777736 82.11488927109167 1238.3423291173094 5.6127163178753099 185.18679288184649 389.21715246691019 2.32453454658389 606.11524554694188 29.513913520815549 186.87459080276312 455.88604341394966 130.38093714368006 187.93501505360473 1252.0610611617303 217.09077771365992 216.45021088126668 9.6510793887246091 leaf_count=6226 42203 201 51161 15240 25881 1151 9598 2316 5859 4580 495 11931 22940 1440 1408 24852 80 7527 7860 33 15739 882 3701 8323 1978 3439 23902 7085 5363 306 internal_value=5.88056e-12 -0.00380051 0.0029176 -0.00255958 0.00111062 0.00560179 -0.00956771 0.00474851 -0.000889811 -0.00166856 2.25739e-05 -0.000123567 -0.000788066 0.00433447 -0.00833248 -0.00230362 0.0153358 0.0104967 -0.00922875 0.0129359 0.00407947 0.00966941 0.00288411 -0.00483 -0.00231014 -0.00584676 -0.00667984 0.0127007 0.00404372 0.00309916 internal_weight=13464.2 5847.36 7616.86 4811.97 4552.29 3064.57 1035.39 2609.66 2772.75 2298.46 3320.53 3289.14 2753.27 2484.04 887.275 2044.22 31.3899 454.909 805.16 125.618 2428.66 431.791 474.29 2039.22 586.267 1452.95 1265.01 246.605 1231.76 1015.31 internal_count=313700 117167 196533 92075 109199 87334 25092 70689 54232 44672 77649 77074 65143 68340 18866 40092 575 16645 17458 2349 66900 15494 9560 37843 10301 27542 24103 7967 31550 26187 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 1 9 11 6 8 7 1 8 0 0 0 11 11 0 1 7 4 4 4 4 6 0 6 0 split_gain=162.827 58.8526 37.4767 21.2033 16.097 14.6703 11.2054 10.0408 9.00692 8.76916 7.98424 7.74953 7.72209 7.4273 6.76391 6.63203 6.28367 6.02968 6.00155 5.89122 5.80496 5.68426 5.72554 10.0227 5.67634 5.65126 7.95286 5.63609 5.47748 5.45497 threshold=2.3910034894943242 -0.33340509235858912 0.3219196498394013 0.37577268481254583 -3.0189130306243892 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.2956635951995858 0.31524370610713964 0.18333333333333338 0.2006943076848984 1.0000000180025095e-35 0.35416666666666669 0.22302854061126712 0.26925072073936468 0.28996926546096807 4.6941215991973886 2.3080772161483769 0.43175138533115393 1.0000000180025095e-35 0.13315494358539584 6.8726822717968679 6.9050584687726806 17.23079907578424 13.340131671191317 0.017417468130588535 0.17117831856012347 0.090652398765087142 0.38511103391647344 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 6 -1 9 7 10 19 13 15 14 16 -2 -9 -3 -6 -11 -5 20 -4 -12 -23 -24 -18 26 -10 -19 -8 -20 right_child=2 3 8 18 12 -7 28 11 25 17 21 -13 -14 -15 -16 -17 24 27 29 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014208590095887142 -0.0010370229280013215 -0.005924466752212516 0.0043947347361223419 0.0040939070997416957 -0.0088187601259431484 0.0058546960380603009 -0.0029355299772190527 -0.013461494182525895 -0.0053082660225173975 0.0022945677938988923 -0.0034430525772412971 0.0060416866420690942 -0.0001059346338720518 0.0040155891455973328 5.3776650621000844e-06 -0.0022786893464941875 -0.0051881365568008739 -0.0015300439318279503 -0.0020223854716404687 0.012828844161738406 0.0084528790490917532 -0.0019680496877819351 0.036424960482634931 0.0021181192329855184 0.017441234975100268 0.020474497343507831 0.010886172474873388 0.013084401483818226 0.0028077118271725354 0.029836444874573077 leaf_weight=280.74740464187926 1641.4945539868968 1156.914556785443 1231.6138287591748 413.2814750982252 825.92475680894859 688.32376488943555 201.48019800860493 37.60366499540396 29.78227814885031 1141.5289019179472 886.16413582957466 193.36614493015804 157.18827592459274 311.53830036163708 312.65656705631409 733.95371692167828 606.05274616772658 32.113988209282979 7.0088003426790264 103.15682348783594 427.30450494740217 566.82577502493223 7.8333902317099264 354.72652294862201 10.143177181715144 48.229101836855989 326.38416752962803 91.183064790820936 578.79535850638058 15.609826894942669 leaf_count=10048 43272 22222 36325 6858 17055 16425 4528 617 1067 27235 19216 3299 2951 8444 7050 15297 11467 536 138 1984 11457 11249 91 6094 117 1806 11762 3104 11620 366 internal_value=1.6694e-11 -0.00300456 0.00363471 -0.00142981 -0.00758312 0.00187957 -0.00197982 -0.00258651 0.00679926 0.00102926 -0.00314496 0.00122094 -0.00642006 -0.000231055 -0.00144042 -0.00450933 -0.00710829 0.00297531 0.00491742 0.00587259 0.00544003 -0.00172398 -8.48488e-05 0.00285935 -0.00481564 0.010837 0.00953201 0.00927792 0.00132471 0.0199644 internal_weight=13418.9 7346.28 6072.65 5466.22 1880.06 3906.18 5030.32 4250.04 2166.47 3217.86 3706.42 543.626 1599.31 1953.03 350.26 1890.87 1442.12 1264.83 435.9 1762.08 1658.92 1815.55 929.386 362.56 616.196 404.396 356.166 123.297 780.276 22.6186 internal_count=313700 150283 163417 108645 41638 99016 101283 85135 64401 82591 74169 10966 31590 51716 7667 37519 28639 30875 7362 49766 47782 36650 17434 6185 11584 14635 12829 3640 16148 504 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 0 1 11 11 0 1 8 6 4 0 7 11 4 6 6 5 7 6 6 4 10 10 0 10 split_gain=159.53 56.9967 36.7831 20.4342 15.6286 13.9746 9.41732 8.95185 8.73314 8.43745 7.33583 7.04458 7.24042 6.9802 7.61983 6.85772 6.51024 6.33879 5.47562 5.46183 6.00323 5.26587 5.25588 5.14966 6.85606 5.14229 5.13871 5.16696 5.10665 6.99338 threshold=2.3910034894943242 -0.33340509235858912 0.3219196498394013 0.30140350759029394 -2.8060469627380367 1.0000000180025095e-35 0.38184265792369848 1.0000000180025095e-35 2.3080772161483769 4.8003745079040536 0.25407753884792333 1.0000000180025095e-35 0.23611111111111113 0.19603241235017779 15.126169668732652 0.15876720100641253 0.24034602195024493 3.63657557964325 9.3933610335468511 0.37499696016311651 0.39306572079658514 4.3768576923917557 0.042058072984218604 0.35670280456542974 0.42793913185596472 1.0000000180025095e-35 0.047080028544337356 0.019879408378034927 0.43175138533115393 0.00037216254469640836 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 11 25 9 -5 17 -8 13 -6 12 -3 14 16 -11 -2 -4 23 -14 -21 -15 -19 -7 26 -1 27 -25 -24 -30 right_child=2 3 7 6 10 18 8 -9 -10 15 -12 -13 19 21 -16 -17 -18 22 -20 20 -22 -23 28 24 -26 -27 -28 -29 29 -31 leaf_value=-0.016898598193103073 -0.0020802934251556164 -0.0045971979849492662 0.0040343814335242574 -2.0659476616195228e-05 -0.0090819129249680389 0.0033962348708771978 0.0042113042418579711 0.0098965137963043064 0.025226205945881649 -0.006689065990916677 -0.0047335172553419555 0.00062070192616367915 -0.0025256769369116682 0.0014775021701257844 0.01769922863809701 0.0091311790813001174 0.010997601040957213 0.032796192035567072 0.013338339861416828 0.017950142764545533 0.0011433152120240721 0.012338836317915292 0.007021850323313452 0.020563451766432025 0.0039505151494823075 -0.0093516492737325176 0.042674979887946364 -0.0014176231850258044 -0.019653165833080709 0.025721033138433092 leaf_weight=177.76196451344003 1022.6537464565336 1793.9688863634938 957.61555269296514 1727.194681132969 533.05407856365491 484.49469943428994 343.24285725081427 588.93962625265704 18.770738681254443 28.670474812854081 1012.1717860680365 448.71856143260447 904.58749050117331 1884.2841135255003 18.65524950181134 176.30046548088285 35.445533329087084 7.5618550538783884 76.023803400108591 21.306039154878817 187.05809255124768 41.049282041771221 578.02813564769167 35.987537329318002 69.932971818227088 149.67262071580626 6.709405488043557 13.138234344311057 3.4892460466362563 24.684733077738201 leaf_count=6901 27580 35417 26713 35936 10689 11659 5676 15797 417 585 19637 9039 18035 45363 457 6091 1277 350 1630 448 3677 1238 20603 891 1708 4411 211 326 50 888 internal_value=-1.44466e-11 -0.00298048 0.00360272 -0.00142773 -0.00749516 0.00186078 0.000901457 0.00674206 0.00530095 0.00102934 -0.00623358 -0.00287787 -0.00341792 0.000627268 -0.0013071 0.00691831 -0.00164219 0.0055598 0.00574612 -0.00151703 0.00286188 0.00170907 0.00793981 0.00480032 0.0102092 -0.0134488 0.0180482 0.0146848 0.00762975 0.0201016 internal_weight=13371.2 7317.51 6053.66 5444.85 1872.66 3893.35 2089.21 2160.32 362.014 3207.06 1545.23 3355.64 2906.92 3002.09 1076.75 204.971 1058.1 1571.38 686.287 1112.95 208.364 1925.33 613.764 610.263 125.768 327.435 55.8352 49.1258 606.202 28.174 internal_count=313700 150283 163417 108645 41638 99016 42029 64401 6093 82591 30326 66616 57577 75915 29314 6676 28857 48604 16425 22160 4125 46601 21891 14795 3136 11312 1428 1217 21541 938 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 11 0 5 1 8 4 8 0 10 0 8 11 11 11 4 6 7 0 0 6 7 4 0 split_gain=156.702 51.6161 31.4222 25.9269 16.3886 11.9509 11.5119 9.54835 8.85582 9.93509 7.88146 7.24306 7.84263 6.98971 6.92385 6.61792 6.40134 9.29471 6.31376 6.13125 6.01773 6.12704 6.07725 5.85816 5.51391 5.47828 5.47167 5.37686 6.48086 5.34761 threshold=1.2465536594390871 0.28870338201522833 -2.3216673135757442 3.5142571926116948 3.2405511140823369 1.0000000180025095e-35 1.0000000180025095e-35 0.17378091812133792 0.3546332865953446 4.4733709246810625 1.0000000180025095e-35 0.23611111111111113 4.3737294235846038 0.29285714285714287 0.31704913079738622 0.030017085619384435 0.23715520650148394 0.13392857142857145 -6.4826273918151847 5.340548276901246 2.6586936712265019 15.637301171171538 0.60113921761512767 0.16079260408878329 0.20718543231487277 0.29252681136131292 0.18625152856111529 0.077028851956129088 5.8533549483411393 0.28740626573562628 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 18 5 10 20 7 14 9 -5 11 -2 -13 -6 -4 -10 -8 -18 -1 -11 21 22 -3 24 -15 26 -7 28 -9 -20 right_child=1 3 6 8 13 25 16 27 15 19 -12 12 -14 23 -16 -17 17 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.027282470600089103 -0.0032397923185087485 -6.5173193815926193e-05 -0.0071987407365104346 0.0051765137557941692 0.0013824018679505883 -0.019256116874226039 -0.0081963325213235943 -0.01461815914741329 0.013750280884690141 0.029652391109705734 0.0024214684127299283 0.0047335197909195168 -0.0015106768360042015 0.028136874169118833 -0.0029065379805767962 0.0073461668917493422 0.01059804081052601 -0.00042899597547811527 -0.013491287860319518 -0.0065106204156056289 0.0037066343828883637 0.01164950997311761 0.0094166096207035765 0.010870216626362545 0.0017358957710522072 0.0066640911948707459 0.0058377129704565893 -0.0022675642189039619 0.0014086024289738084 -0.007102758335700364 leaf_weight=22.415921852807514 1600.4229699608832 1358.6740660609539 1219.9989224030433 779.34026611489026 1140.2849445722904 14.953019248350758 63.38129326805938 69.243747331696795 301.81749879732524 23.513324693485632 422.20153773122001 241.36922771146055 724.15993608150166 7.4186668485635883 467.99483809235971 279.91366242815275 89.067917071879492 302.25821069022641 303.01867473011953 5.1423105740395831 1015.8908800499921 44.617986614117399 63.689037550328067 144.48013700072624 176.67446195738739 763.11759044068458 16.394839774467982 1437.1689394402638 33.78937404952012 193.05245879334689 leaf_count=1246 34962 31468 24740 27450 26812 346 1094 1530 9895 910 8893 5155 15729 150 8025 8614 1584 5648 8690 179 30343 781 1436 3677 4582 18230 405 25180 848 5098 internal_value=-8.80449e-14 0.0022076 -0.0047942 0.00441265 -0.000101379 0.00295659 -0.00382074 -0.00445022 0.00784642 0.0058144 -0.00137682 -0.00200178 5.02878e-05 0.00249329 -0.00600873 0.0106688 0.000648293 0.00208082 -0.0117088 0.0231629 0.00193184 0.000702779 0.000359392 0.00634853 0.00279981 0.00615918 -0.00613212 -0.00274217 -0.00936224 -0.0110051 internal_weight=13325.5 9124.08 4201.39 4667.06 4457.01 3277.34 3682.9 3228.2 1389.73 807.996 2988.15 2565.95 965.529 1468.86 1687.99 581.731 454.707 391.326 518.487 28.6556 2482.87 1466.98 1422.36 328.573 184.093 794.465 31.3479 1540.2 103.033 496.071 internal_count=313700 230017 83683 130057 99960 83009 68649 60323 47048 28539 64739 55846 20884 35221 32765 18509 8326 7232 15034 1089 64028 33685 32904 8409 4732 18981 751 27558 2378 13788 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 11 0 11 11 1 1 8 0 2 4 6 1 6 6 6 4 4 0 4 8 6 7 6 8 split_gain=153.5 53.9528 35.1774 19.5944 15.2901 13.8891 8.42742 8.3895 8.44982 7.70651 7.17043 6.606 7.24772 6.11253 5.95319 5.92522 5.64628 5.55429 5.37803 6.0822 5.32052 5.47151 5.27813 5.19123 5.15211 4.97918 4.89996 4.89366 4.84379 5.05976 threshold=2.3910034894943242 -0.33340509235858912 0.3219196498394013 0.30140350759029394 -3.0189130306243892 1.0000000180025095e-35 4.2956635951995858 0.38184265792369848 2.3080772161483769 3.5142571926116948 1.0000000180025095e-35 1.0000000180025095e-35 0.23611111111111113 0.28996926546096807 1.0000000180025095e-35 15.126169668732652 0.20524924993515017 1.0000000180025095e-35 0.37499696016311651 0.39306572079658514 0.023078305646777156 13.858575066712215 17.23079907578424 0.3546332865953446 9.3933610335468511 0.92857142857142871 0.080440200865268721 0.17680239677429202 0.080440200865268721 0.13392857142857145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 11 -1 9 17 -5 -9 15 13 12 -3 -6 -11 16 27 -4 -14 -20 21 -8 -15 -22 -7 -21 -25 -2 -13 -30 right_child=2 3 6 7 10 24 20 8 -10 14 -12 28 18 22 -16 -17 -18 -19 19 25 23 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.013869357607359755 -0.0035607008719737263 -0.004553874681800873 0.0047186610631928102 -3.8428856261176074e-06 -0.0085761263520699564 0.0048011588120111534 -0.0051837809889131769 0.0039500458472111399 0.024496125875219352 0.0026393641153758369 -9.6939318172163693e-05 -0.0048285519677203096 -0.0024675454380637214 -0.004965158775508031 0.025334585940694182 0.014597049344547383 0.00093011271355112289 0.0085677129781960865 0.017870717458700888 0.00171213865935537 0.0070428260319295227 0.019691460409120957 0.017090126675797925 0.041004488220138337 0.013110430463006272 -0.040221257187595505 0.013804675680371959 0.0027859596382599884 0.0067889998808694238 -0.00071976292994630181 leaf_weight=275.42303515074309 608.58570234051149 1781.1502159511447 1291.0676571809308 1717.1324737765317 815.84814179454406 606.26630082786141 33.574156782808132 340.03714064320957 19.022719326778315 1249.5644106684185 155.68657676537987 112.52515577133454 899.93971239542589 600.21649333398091 10.489479433766972 24.087173173902556 1161.1533765949061 456.79553088008834 21.823412158060819 183.26529092265991 131.66506029240554 10.430605132598428 9.9270834471099061 6.1284123565492328 75.524746776325628 2.5844121235422781 217.92223678750452 133.2890287445407 137.22420440593123 196.31300957775966 leaf_count=10048 16267 35417 37821 35936 17055 14795 1165 5676 417 33491 2951 2507 18035 11467 377 468 28049 11945 448 3646 5460 401 117 260 1630 31 7349 3939 2502 4030 internal_value=-3.41964e-12 -0.00293402 0.00354436 -0.00141977 -0.00734605 0.0018353 0.0066233 0.000868198 0.00503856 0.00100395 -0.00621013 -0.00284422 -0.0033689 -0.00687755 0.00282829 -0.000188909 -0.000376059 0.00572459 -0.00146334 0.00288832 0.0105531 0.000712486 -0.00460632 0.0117704 0.00572161 0.00112902 0.0145487 -0.00242043 0.000553695 0.0023695 internal_weight=13284.7 7268.12 6016.54 5411.02 1857.1 3868.96 2147.58 2076.19 359.06 3187.17 1581.68 3334.83 2888.76 1425.99 1260.05 1927.12 1903.03 1747.86 1107.61 207.673 399.72 44.0048 610.144 355.716 681.791 185.85 224.051 741.875 446.062 333.537 internal_count=313700 150283 163417 108645 41638 99016 64401 42029 6093 82591 31590 66616 57577 28639 33868 48723 48255 49766 22160 4125 14635 1566 11584 13069 16425 3677 7609 20206 9039 6532 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 4 0 11 0 5 6 1 8 11 6 6 4 10 6 4 7 10 1 8 7 7 7 6 8 split_gain=150.731 49.1921 31.0842 24.8871 15.1363 11.1779 10.9612 8.82253 8.79796 8.12116 8.79922 7.76646 7.41807 6.65128 6.48606 6.46168 6.33519 6.32281 6.15559 5.99011 7.28392 5.87346 5.68222 5.61611 5.58667 5.46502 5.39276 5.27735 5.14398 4.9861 threshold=1.2767197489738467 0.28870338201522833 -1.616288900375366 3.5142571926116948 3.2405511140823369 1.0000000180025095e-35 7.8747893248255281 0.40828531980514532 -4.3557312488555899 0.3546332865953446 4.4733709246810625 0.20870899409055713 1.0000000180025095e-35 0.29285714285714287 5.340548276901246 0.21596458554267886 0.45476210117340093 3.1611572860905777 0.030017085619384435 0.54769402742385875 10.062104540913294 0.20636257529258731 0.040808927605231922 1.0000000180025095e-35 0.38750000000000007 0.16079260408878329 0.16225905716419223 0.13843659311532977 0.18625152856111529 0.29285714285714287 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 12 19 7 11 -1 10 -5 -4 15 -6 -12 21 -10 -17 -11 20 -3 -2 24 27 -8 -15 -24 -13 -28 -22 right_child=1 3 6 9 13 -7 22 -9 16 18 14 23 -14 25 -16 17 -18 -19 -20 -21 29 -23 26 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.017515904146629381 -0.0043936011498367901 0.00070383654534916958 -0.0060443172946360885 0.0051786681648104292 0.0013329325203865902 0.006030020569085086 0.008518483522791484 0.010716990767404087 -0.00990434495043503 0.013442963745361783 0.028518528645933419 -0.0063636393096667167 0.0023921178658937582 0.0027476200423512663 -0.0097878695914911211 -0.0021176134920910311 -0.0031482229306346219 0.002041552134826988 0.007238418784779624 0.0069603758150068827 0.035681948963437522 0.0028493345677444151 -0.0074825287238608909 0.0029215950775004756 0.00034173343828591737 0.010573544083579463 0.021533353514780935 -0.002258495028576538 -0.0022690782609374998 0.004843466431628347 leaf_weight=112.3834261437878 989.49638508827684 1865.0313233461675 1251.0095451731177 775.42277033234495 1135.2615959420191 786.19562206066621 102.02510613773484 35.694887128454866 614.70903060623095 298.0873707651117 23.82592405774631 394.21243429428432 415.86348788800387 182.28378759825137 4.7754953156108959 897.22258179253549 156.76956719404552 519.38560895019327 278.23770888266154 195.15615110733779 4.7775307116098693 112.18907758351997 116.7082365079259 137.83280100414413 286.05185900462675 143.55483084051957 12.287931440630926 988.71280768727593 24.392178010719363 382.82289538194891 leaf_count=4975 22916 48994 24833 27450 26812 18864 1295 557 14270 9895 910 7995 8796 4732 179 18541 3299 10794 8614 5287 52 3033 2270 2622 5338 3677 157 16904 387 9252 internal_value=-1.24334e-11 0.00219382 -0.00466959 0.0043573 -7.7505e-05 0.00291791 -0.00334885 -0.0041026 -0.00967383 0.00772962 0.00578141 -0.00429345 -0.00131984 0.00241733 0.0221226 -0.00193282 -0.00853146 -0.000592696 0.0104475 0.00191834 0.00148153 -0.00365602 0.000559283 -0.00285314 0.00249139 0.00619549 -0.00432901 -0.00342869 0.0057048 0.00522358 internal_weight=13242.4 9009.59 4232.79 4614.33 4395.26 3233.98 3348.93 2807.46 883.862 1380.35 804.024 2771.77 2934.16 1461.1 28.6014 2518.29 771.479 1416.61 576.325 2447.79 2252.63 1101.69 541.465 1520.76 388.077 325.839 153.388 1382.93 36.6801 387.6 internal_count=313700 228798 84902 129497 99301 82449 62358 52911 22544 47048 28539 52354 64080 35221 1089 55284 17569 29335 18509 63585 58298 25949 9447 27521 6633 8409 2814 24899 544 9304 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 0 0 11 0 6 1 4 8 0 4 8 4 6 1 8 5 6 7 1 7 6 7 11 4 split_gain=147.85 47.9244 30.2164 24.3714 14.9508 12.1243 11.0046 7.46845 7.32469 7.25912 7.05489 7.04356 6.39779 6.38244 6.31564 6.24771 6.23328 6.65654 6.03588 5.83457 5.84162 5.91074 5.82029 5.67033 5.59004 5.20152 5.06976 5.36655 6.48825 4.99575 threshold=1.2767197489738467 0.28870338201522833 -1.9431035518646238 2.7811937332153325 3.2405511140823369 1.0000000180025095e-35 0.26852519810199743 0.3665823638439179 -4.3557312488555899 0.37437555193901068 0.49705748260021215 1.0000000180025095e-35 8.9104595373115831 0.29285714285714287 0.39052157104015356 10.988273696797727 0.21111111111111114 4.3737294235846038 0.12713324278593066 1.0000000180025095e-35 0.13392857142857145 5.3092282338489349 0.12094413116574289 0.13058735430240634 1.0000000180025095e-35 0.16079260408878329 0.027981450781226162 0.16079260408878329 5.1513366699218759 6.8114466565661065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 7 11 10 18 22 -1 26 12 16 -5 -6 15 19 -2 -18 29 -8 -21 -22 -3 24 -10 -15 -7 -28 -29 -4 right_child=1 3 6 5 13 9 14 -9 23 -11 -12 -13 -14 25 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.017375456550050593 -0.0030688705790753636 -0.0022642236367877958 -0.0098008047408307628 0.0031124393083747548 0.0013493358893710708 -0.002853238845672036 -0.0037215204119552831 0.0049258783937902693 -0.016282805730947644 0.014481145119377842 0.009618707497243863 0.0023114506162233437 0.0073099432925647469 0.0027489566595883721 0.0040219028916510177 0.003780660070991539 0.0043713392788826506 -0.0014389413648156972 -0.0041976654991962483 0.0094616510542569147 -0.0019411909282082791 0.039063742061975999 0.001935241100096356 -0.007308135252772012 0.0018512349836508131 0.010399681000311934 0.010393619681922971 5.2194807105059505e-05 0.032784866045363258 -0.0014479395999793371 leaf_weight=111.07973986257275 1564.13582784748 403.43495918344706 370.57357778061123 1149.3085075004201 1132.0661117274885 37.742490522316075 1466.831444035095 542.00906329093414 128.35946207406232 203.97379353345605 261.60205778834643 415.25109743511712 456.65678505337564 181.40227048745146 143.65237560658716 132.11311701498926 236.80329396665911 708.11050189667731 1061.5356355384429 58.951169508509338 197.01107143644185 3.2154595605097702 1126.1829236786944 447.59652323627961 17.369454471045174 143.04301611836854 331.16178114891227 84.821092249185313 5.824373123003169 78.008070727926679 leaf_count=4975 34591 10469 8005 37200 26812 1324 28416 10307 3430 4876 10035 8796 14878 4732 2161 2327 5102 15591 18900 1088 3907 34 27832 10018 384 3677 10146 2110 320 1257 internal_value=-2.02313e-11 0.00217515 -0.00463453 0.00431285 -7.08256e-05 0.0062878 -0.00349712 0.00189988 -0.0103052 0.00977122 0.00505019 -0.00130769 0.004306 0.00241248 -0.00203852 -0.00250706 -0.00190666 1.71635e-05 -0.0054306 -0.00298834 0.00116116 -0.00128269 0.000827637 -0.00898157 -0.0141214 0.00612205 0.00768069 0.00862325 0.00215541 -0.00834825 internal_weight=13199.8 8983.53 4216.3 4602.72 4380.81 2531.09 3511.89 2071.63 704.405 663.524 1867.57 2924.3 1605.97 1456.51 2001.77 1858.12 2509.05 944.914 1510.12 1726.01 259.178 200.227 1529.62 593.325 145.729 324.445 459.55 421.807 90.6455 448.582 internal_count=313700 228798 84902 129497 99301 80889 66095 48608 18807 18776 62113 64080 52078 35221 37933 35772 55284 20693 28162 33445 5029 3941 38301 13832 3814 8409 13900 12576 2430 9262 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 1 9 1 11 1 6 8 0 0 7 1 0 7 1 4 7 11 8 4 7 6 2 6 6 0 split_gain=144.879 50.73 32.7594 18.9264 16.0791 13.4753 9.3241 8.563 8.05561 7.94177 7.77234 7.24522 7.15564 6.61396 6.54496 6.46281 5.96236 5.58482 5.47946 5.42447 8.90243 5.22226 5.21648 6.67694 5.52268 5.15844 5.11122 5.07431 5.02828 7.50425 threshold=2.3910034894943242 0.43509620428085333 0.3219196498394013 -2.3216673135757442 0.3665823638439179 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.2956635951995858 1.0000000180025095e-35 0.31524370610713964 0.35416666666666669 0.31636977195739752 0.26155561208724981 0.2006943076848984 1.0000000180025095e-35 0.28740626573562628 0.13430631160736087 1.0000000180025095e-35 3.4051711981388286 0.13315494358539584 -4.3557312488555899 0.23611111111111113 3.620247068523311 0.082926716655492796 0.56882894039154064 1.0000000180025095e-35 0.023078305646777156 0.30967901647090917 0.19100366532802585 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 16 6 10 7 13 18 12 11 -2 19 22 15 -6 17 28 -4 -5 -21 -19 24 -24 -3 -15 -12 -10 -1 -30 right_child=2 4 8 9 14 -7 -8 -9 27 -11 26 -13 -14 25 -16 -17 -18 21 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.025149171588129994 -0.0010206880150538807 -0.01325338903813464 0.0045638509836231451 -0.0081707673976796347 0.00097865259236927711 0.0056441289333608946 0.0024388767241288146 0.0012358269155131726 0.00055751576539398134 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6896 24615 7437 17178 36501 30875 14635 2766 760 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 8 8 7 11 0 5 1 6 0 1 11 4 8 10 4 7 4 1 0 11 11 6 4 6 7 split_gain=142.633 39.4869 35.1859 18.1671 17.6103 9.92717 9.38746 11.5272 8.42645 8.21577 8.23847 7.97448 8.71913 7.89137 7.83135 7.1734 6.06022 9.94475 5.6368 5.52503 5.28564 8.46944 6.58203 5.47683 5.1788 5.15834 5.10174 5.04672 5.93944 7.98388 threshold=1.9098676443099978 -1.4128691554069517 0.28870338201522833 3.5142571926116948 0.26925072073936468 0.13392857142857145 0.29285714285714287 0.14292877912521365 -3.2703051567077632 0.3546332865953446 4.4733709246810625 1.0000000180025095e-35 0.50447744131088268 0.20515289902687076 1.0000000180025095e-35 3.49814784526825 7.8747893248255281 0.38750000000000007 0.030017085619384435 9.0973774813317458 0.19641235470771792 2.555843120094428 1.0000000180025095e-35 0.12162990495562555 -6.4826273918151847 5.065364122390748 0.11894121766090394 10.34743095157833 0.20524924993515017 0.10366221517324449 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 14 20 8 15 13 -1 10 -5 12 16 -8 19 -2 -6 -18 -11 26 22 -22 23 -3 -7 -12 -4 -19 29 -29 right_child=2 4 3 9 11 24 7 -9 -10 18 25 -13 -14 -15 -16 -17 17 27 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.018781733735005957 -0.0014460137476246505 0.013260252015380659 -0.0020914730398468957 0.0049475208999508729 -0.0031820294119973606 -0.03346736312794877 0.019973500057405801 0.0064872439637048383 -0.0097452390614579682 0.01313180000188488 0.028133208542352506 0.0027690893438259831 0.0037437734081983199 -0.0010630654168434105 0.0061059705156443255 0.0018666549310183396 0.0090436573325947504 -0.0054809094060598021 0.0071614534316824874 0.0051466246995675148 -0.0040849087612027934 0.0045548972136744753 -0.00024453451036811433 -0.006512827328641415 -0.0056114741215843728 -0.0030841576028856608 0.0022629860173094328 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5.11264 5.03906 5.02983 5.0137 threshold=1.2767197489738467 0.28870338201522833 -1.616288900375366 3.5142571926116948 3.2405511140823369 1.0000000180025095e-35 7.8747893248255281 0.40828531980514532 -3.8925398588180538 0.3546332865953446 4.4733709246810625 0.10799789056181909 1.0000000180025095e-35 1.0000000180025095e-35 0.29285714285714287 0.21596458554267886 0.54769402742385875 10.062104540913294 3.1611572860905777 0.20636257529258731 0.030017085619384435 0.040808927605231922 0.16225905716419223 0.18625152856111529 0.3526489138603211 0.29285714285714287 5.340548276901246 0.13843659311532977 0.16079260408878329 0.34966887533664709 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 13 16 7 11 -1 10 -5 -4 27 15 29 19 17 -3 -17 -2 -11 -8 -23 -24 -10 -19 -12 -13 -16 -6 right_child=1 3 6 9 14 -7 21 -9 24 20 26 12 -14 -15 28 18 -18 25 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.016035646655163303 -0.0042395708734524386 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5.4141633082181206 512.66460497459047 111.62801834923448 274.82251577786519 115.0171690320276 12.682830049307084 24.206762046436779 76.320681926852558 378.82671625452349 4.0271424045495214 1218.5913837990956 142.51144001716602 423.57161194852961 leaf_count=6226 22916 48994 14661 27450 18373 18864 6633 557 14848 9895 910 12150 4425 8796 4732 18541 5287 52 10794 3033 8614 2270 157 387 1470 9252 179 21118 3677 8439 internal_value=-3.56854e-11 0.00212753 -0.00453625 0.00419279 -4.34102e-05 0.0028219 -0.00328104 -0.00398915 -0.00932535 0.00741222 0.00548989 -0.00417738 -0.00329668 -0.00123395 0.00234043 -0.00183049 0.00185811 0.00142565 -0.000520797 -0.00351389 0.0101025 0.000381873 -0.00436474 0.00608359 -0.00804812 0.00504556 0.0210732 -0.00397032 0.00601333 0.00128805 internal_weight=13077.1 8902.02 4175.1 4562.04 4339.98 3199.59 3308.07 2772.16 867.033 1362.45 794.641 2736.89 2051.49 2894.44 1445.54 2482.9 2421.09 2228.15 1396.45 1086.44 567.807 535.909 151.907 36.8896 728.391 384.241 28.071 1811.2 321.939 1123.6 internal_count=313700 228798 84902 129497 99301 82449 62358 52911 22544 47048 28539 52354 37693 64080 35221 55284 63585 58298 29335 25949 18509 9447 2814 544 16318 9304 1089 33268 8409 26812 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=11 0 11 11 0 11 1 8 0 11 4 4 6 6 0 11 4 7 4 8 0 4 4 8 1 10 8 5 6 0 split_gain=137.394 40.0888 31.0925 19.1196 12.33 11.6073 11.1439 9.51362 8.77051 7.72193 7.12869 12.2631 7.01251 6.67071 6.6296 6.24739 6.1847 6.04419 5.48202 6.42495 5.93646 5.34192 6.91495 5.31653 5.25584 5.20257 6.46845 5.02956 4.9972 4.9831 threshold=1.5267879962921145 0.28870338201522833 -1.4128691554069517 2.7811937332153325 0.27394616603851324 3.3665746450424199 1.0000000180025095e-35 0.13392857142857145 0.45210778713226324 -3.2703051567077632 3.4433221162344596 3.620247068523311 0.1379378363490105 0.49705748260021215 0.3665823638439179 5.998493194580079 8.9104595373115831 0.13430631160736087 7.8747893248255281 0.38750000000000007 0.40828531980514532 8.7603777016451136 9.0842563245163319 0.41428571428571431 1.0000000180025095e-35 0.040194509171689326 0.21111111111111114 5.3092282338489349 0.20169251412153247 0.094628330320119872 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 7 14 12 10 13 9 15 -1 -2 -12 29 16 24 -8 -5 -13 20 25 -6 -19 -23 -7 -3 -20 -27 -21 -26 -4 right_child=1 3 4 6 18 23 8 -9 -10 -11 11 17 -14 -15 -16 -17 -18 21 19 27 -22 22 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.018363598006410443 -0.0021654144737791852 -0.00017231518320929776 0.022952128028143452 0.0029232997500631005 -0.0024127235344843434 0.0018995843288577379 0.0085998865095428482 -0.0058505807962410785 0.037231251497020112 -0.0096346312375074437 0.013539093724811241 -0.0019284630433622657 -0.0033913203815763089 0.0092835361364436778 0.0049725411565480718 0.033494259962507468 0.0070743284694996487 0.0011869626046663096 0.012421527901653915 -0.00087070015565583975 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internal_value=6.64304e-12 0.00231574 -0.00409571 0.0043301 -0.00283695 0.00016512 0.00602539 -0.00881667 0.00938812 -0.0117288 -0.000928711 0.000953409 -0.0046972 0.0048337 0.00196983 0.00895521 0.0041036 0.000151082 -0.00123237 0.00159881 -0.00210545 0.00269696 0.00958939 0.00253613 0.000864462 0.00818066 -0.00243782 -0.000268646 0.00433674 -0.0075043 internal_weight=13037.4 8328.47 4708.97 4300.47 3717.7 4028 2502.81 991.262 654.872 500.177 2756.38 1092.99 1721.69 1847.93 1797.67 644.846 1587.47 1027.48 1996.01 470.45 1525.57 461.947 83.0161 1271.62 1313.97 103.978 29.6755 366.471 302.123 546.639 internal_count=313700 217532 96168 124247 71076 93285 80889 25092 18776 13942 62251 24112 32508 62113 43358 18630 52078 23044 38568 8491 30077 9502 1494 31034 34033 1344 451 7147 7527 11291 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 9 6 11 8 8 11 0 0 11 5 7 0 6 6 4 4 11 4 8 7 6 4 6 9 6 split_gain=135.37 36.1861 32.91 15.4614 14.9738 12.1379 11.7005 11.5929 10.109 9.97105 9.54948 6.94616 6.89715 6.2804 5.39964 5.27206 5.0911 6.49692 5.09097 6.07602 4.9666 4.94975 4.90766 5.49776 5.14106 5.48479 4.80071 4.86295 5.92341 6.81408 threshold=1.9098676443099978 -1.2297213077545164 0.32842732965946203 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.37262986600399023 4.0180888175964364 0.64583333333333337 0.18333333333333338 -3.8925398588180538 0.3598031103610993 0.43175138533115393 3.7895874977111821 1.0000000180025095e-35 0.14136556535959247 0.25095432996749883 0.2413468807935715 0.040838092565536506 12.972640808673175 2.5289968048817539 2.3746767044067387 13.103616049815514 0.41428571428571431 0.2006943076848984 0.56382349133491527 16.705599394648608 0.39586174488067633 1.0000000180025095e-35 0.60113921761512767 decision_type=2 2 2 2 2 2 2 2 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 10 4 5 6 9 8 12 13 16 -1 20 21 -2 -9 -11 17 -3 -6 -20 -12 -4 24 -24 25 -7 27 -8 29 -29 right_child=2 3 7 -5 18 22 26 14 -10 15 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.015761609064869214 -0.0015029831049697816 -0.0095996160780965033 0.00099935027183727316 0.0019521821613505564 -0.0016055962734654124 -0.0044426000174366941 0.0076079483355381344 0.0084571782317989213 0.0074561761577004301 -0.0035891072928610056 -0.010341515502454332 0.00052483862110175685 0.011818827234861214 0.0020028161885534976 0.017599505672458094 -0.00021296368380055843 -0.0037236906339223981 -0.0042270049483094426 0.005327874492489823 0.026401121067420603 -0.0058344657615671865 0.0049111848231303823 0.048093734180667196 0.0081649748978155669 0.0051152468202396379 0.0040758181141300927 0.037707021113601358 0.0017026930023888896 0.0051936338660414482 -0.0072728003781968708 leaf_weight=137.13059535220964 2294.0343166987732 417.201839472953 372.18132651062479 656.24558715712919 97.464963430385978 197.44413206874742 177.22604757230147 432.87083532084944 139.97872950072633 889.76423743319901 447.65736285981257 92.290705409250222 109.71056037431117 575.2047326290176 67.163784963093349 782.25291619134077 911.8494412495711 393.76278650321183 775.30499694290847 12.512723034538793 432.78482353533036 1336.5269386654436 3.9040286676026907 15.136022963095455 162.33368124472327 103.78598181949928 3.606970567489042 503.22519199938688 367.18224155603821 89.694656648818636 leaf_count=6226 58496 8646 8100 13194 2830 4259 4042 15778 4116 18844 10656 1633 2109 16419 2506 14168 18248 6858 18607 397 9119 38399 51 219 2913 2133 68 12077 10911 1678 internal_value=2.09203e-11 -0.00349492 0.00268208 -0.00230634 0.0013203 -0.00302709 0.000564724 0.00563972 -0.000416108 -0.00365995 -0.00835011 -0.00730528 0.0045273 -0.000800165 0.00968516 -0.00200958 -0.00526166 -0.00699095 0.00486239 0.00566258 -0.00812606 0.00405913 0.00142471 0.0163521 0.000811591 -0.00150766 0.00315167 0.00304208 0.00219926 0.000344915 internal_weight=12997.4 5643.54 7353.89 4533.68 5035.44 3877.44 4150.15 2318.45 3009.22 3394.83 1109.86 972.733 1818.42 2869.24 500.035 1672.02 1722.81 810.965 885.283 787.818 880.442 1708.71 482.604 19.0401 463.564 301.23 1140.94 1137.33 960.102 592.92 internal_count=313700 117167 196533 89533 129641 76339 107807 66892 79031 66764 27634 21408 48608 74915 18284 33012 33752 15504 21834 19004 19775 46499 9575 270 9305 6392 28776 28708 24666 13755 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 0 11 8 7 1 6 1 5 0 11 0 11 6 10 1 11 10 7 11 4 6 0 11 6 6 split_gain=131.995 35.4066 32.8873 16.3513 15.8669 8.83856 8.72052 8.638 10.6572 7.61073 8.46772 7.5372 7.33712 7.10831 6.84911 6.80829 6.07018 6.4564 8.20716 5.88849 5.67699 5.63873 5.31938 5.18719 5.1761 5.27454 5.06971 4.92399 4.86268 4.85232 threshold=1.9098676443099978 -1.4128691554069517 0.28870338201522833 3.5142571926116948 0.26925072073936468 0.3598031103610993 -4.3557312488555899 0.29285714285714287 0.14292877912521365 1.0000000180025095e-35 0.50447744131088268 1.0000000180025095e-35 5.0488622592236858 0.20515289902687076 3.9215952157974248 0.35562747716903692 3.8983623981475835 0.30779561400413519 0.00029748057986944692 1.0000000180025095e-35 0.52932482957839977 0.030017085619384435 1.0000000180025095e-35 2.2244411706924443 9.0973774813317458 0.11894121766090394 0.44009289145469671 2.1371010541915898 0.22748272866010669 -0.018225703388452526 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 11 22 6 -1 14 13 10 20 24 15 -9 16 -5 17 18 27 -8 -6 29 -3 -13 25 -4 -12 -2 -11 -17 right_child=2 4 3 12 9 -7 19 8 -10 28 26 23 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018050582789564888 0.047943873785198474 -0.026010795712020741 -0.0022145533527325508 0.0050785039318740942 -0.0042359115233890103 0.00027289664289769115 -0.0092643970257120217 0.019067109293525435 0.0062503149642618022 0.00017401897030313847 0.0031148079665524252 0.00015277342990250643 0.020611699299120018 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9122 28252 15094 1783 17248 328 10522 5805 4494 2565 1243 10419 12954 97 349 15835 31322 1390 24637 8018 37975 12776 11436 31261 60 539 3678 9438 internal_value=2.59909e-12 -0.00345666 0.00265256 0.00457126 -0.00236152 -0.00862913 -0.00953822 0.000548225 0.00308345 -0.000845936 -0.00157533 0.00312753 0.00722952 -0.0002868 -0.000328851 0.00686389 -0.00111511 -0.000960545 -0.00223664 -0.00850442 -0.00223313 0.00947637 -0.00439107 0.0059843 0.00217196 0.00128977 0.00368364 0.0152754 0.00268738 0.0124306 internal_weight=12956.2 5625.47 7330.77 3834.52 4642.53 982.94 891.861 3496.25 898.653 2657.8 2203.02 2484.93 1349.59 435.347 2597.59 1313.7 2060.74 2042.34 1298.91 795.277 1958.1 533.319 1984.73 622.851 1862.08 1420.26 244.92 23.6472 454.778 278.179 internal_count=313700 117167 196533 114208 92075 25092 23309 82325 21269 53768 44285 67160 47048 10747 61056 45805 48102 47753 31918 18638 39731 17553 38307 15341 51819 40383 4554 596 9483 9535 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 0 8 6 1 6 1 11 7 0 0 7 0 9 7 0 4 6 6 0 6 10 0 10 0 split_gain=130.258 43.1849 23.9794 21.4215 15.0971 11.6742 11.2062 8.15926 8.24514 8.08516 6.39673 6.21454 6.14084 6.11837 5.59271 5.49709 5.50383 5.4807 5.44397 5.2351 7.54947 5.11732 5.11651 6.36507 5.49116 6.12087 4.88416 4.76783 5.69381 4.64193 threshold=0.86810946464538585 0.32842732965946203 2.597895741462708 -2.3216673135757442 3.119949579238892 1.0000000180025095e-35 0.29252681136131292 0.18333333333333338 0.36600293219089514 1.0000000180025095e-35 0.15612979978322986 1.0000000180025095e-35 5.340548276901246 0.2125816345214844 0.17117831856012347 0.28740626573562628 0.13430631160736087 0.38025541603565222 1.0000000180025095e-35 0.13719713687896731 0.42004290223121649 11.238635420721552 0.58749014139175426 0.49705748260021215 0.24846091866493228 0.41706417500972753 0.010642722664303774 0.44009289145469671 0.0014614394746650385 0.37437555193901068 decision_type=2 2 2 2 2 2 2 2 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 9 15 17 7 -5 8 -4 18 -11 27 -10 21 -14 16 -1 -3 22 -8 -21 -9 23 24 25 -2 -16 -6 -29 -13 right_child=1 4 5 6 11 -7 19 13 12 10 -12 29 14 -15 26 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.020136809083487469 -0.003734951941711649 0.001817054359345176 -0.0015560069913626523 -0.0056636522846582943 0.0056760422691219479 0.0058909046826313505 -0.0044315299903029707 0.0017081894567184284 0.0022950646750335281 -0.0019679640524692915 0.0049114701509408963 0.0075392676568548748 -0.0014750477910187242 0.0090187698296370668 0.050783402567385214 -0.0068362201939206838 -0.010951549256877174 0.0055085514233492502 0.0014738273197516109 -0.00093512044160865818 0.014468237921217321 0.008162776535612995 -0.011741220819269243 0.0061688557512474757 -0.0014272303842128402 -0.013186278793859639 0.016176988709895909 -0.011069600575571806 0.02344394318908416 0.014610382477727115 leaf_weight=79.473872407441377 811.44522716755455 1104.008561285118 1059.4991262232907 1679.7167728651984 826.18195963664402 636.03552426607348 444.81339405492326 955.2764589451217 507.84300051983882 204.43965443318302 300.37213223001527 174.30576375534292 9.1234752573072928 144.96949355665129 5.5296118219848749 188.9651511721604 224.73740528040798 538.54189091594162 353.32974909604673 713.85822500925133 29.833866898203269 125.01429401064524 52.89462013595039 77.136634245340247 1400.3188169735367 66.741845087031834 10.916794983379075 5.165031697368252 25.745030423102435 160.47947144909995 leaf_count=2766 16129 26825 29596 33026 29251 15965 9185 27639 11735 4825 6671 5915 149 4180 193 5372 6896 10400 7509 12483 354 3800 983 1491 33769 1122 441 86 904 4040 internal_value=7.33002e-12 0.00178684 0.000477102 -0.00507938 0.00489244 0.00221974 -0.00408631 0.00139119 -2.45461e-05 -0.00136557 0.00212542 0.00746271 0.00301734 0.00323172 0.0173625 -0.0108549 -0.0133512 0.00302738 -0.00200365 -0.00185704 -0.000317201 0.00245513 -0.00251379 -0.0023066 -0.00259353 -0.00445325 0.0278124 0.00610884 0.0176768 0.0109288 internal_weight=12916.7 9555.31 6720.89 3361.4 2834.43 3454.21 2868.22 2818.17 1592.91 3266.68 504.812 1191.88 533.413 1225.26 25.5699 493.176 304.211 1642.55 2761.87 1188.51 743.692 1080.29 2408.54 2355.64 2278.51 878.187 16.4464 857.092 30.9101 334.785 internal_count=313700 243618 166197 70082 77421 93698 55048 77733 42114 72499 11496 40196 12518 35619 783 15034 9662 37225 61003 22022 12837 31439 53494 52511 51020 17251 634 30241 990 9955 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 1 1 6 0 11 8 1 4 4 6 6 11 6 0 8 7 0 7 7 0 2 0 0 11 split_gain=127.095 45.4696 28.7721 16.79 12.63 12.0988 7.60621 7.21324 7.20344 6.84868 7.17411 6.59343 5.90727 6.29332 9.01324 5.74224 6.367 5.44922 5.24382 8.13996 5.11195 5.09942 5.32665 5.09759 5.05848 4.78353 4.75999 4.62981 5.46966 6.4132 threshold=2.3910034894943242 -0.33340509235858912 0.3219196498394013 0.30140350759029394 -3.0189130306243892 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31729927659034735 0.39052157104015356 2.3080772161483769 0.35416666666666669 1.0000000180025095e-35 3.5974275744411117 4.2879840090823977 0.37499696016311651 0.37955629825592047 3.63657557964325 0.45735916495323187 0.41180542111396795 0.13392857142857145 0.17680239677429202 0.22029326111078265 0.24639629572629931 0.13315494358539584 0.11517783254384996 1.0000000180025095e-35 0.38025541603565222 0.38184265792369848 -4.9901404380798331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 12 27 8 17 18 11 -5 -11 -2 13 26 23 24 -17 -4 20 25 -6 -22 -23 -15 -16 -20 -3 -1 -29 -30 right_child=2 3 6 9 7 -7 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.013867142166778939 -0.0010132104506563498 -0.0044480695207486567 0.003557290392337703 0.00017434457148325842 -0.0093033532048210181 0.0053750939889872845 0.0090710731592087233 0.00039703305410524901 0.002725498973376803 0.0042457216620974186 0.027023982106120569 0.0038514537866006257 0.0006273735597429566 0.0035651958021954348 -0.0058099394217377819 0.035613787742566093 0.0015024808493019272 0.0072492660661050579 0.018609551258857885 0.026203815694014584 -0.007004138841685487 0.013742128296355358 -0.0027807031571442111 0.028849356794123312 -0.00094956184635023493 -0.0043663178711035207 0.014963368961419116 0.040954355721058149 -0.042988800000031177 0.010155845979616248 leaf_weight=246.46887877621339 1585.0010556388706 1659.6832190583073 923.82458167895675 1754.1801113819893 582.93123179816757 665.63992272783071 566.27795256515674 152.24525936046848 1206.7476700996267 246.37446152623306 13.10626176081132 297.87995652420432 430.80867184701856 181.33646268449957 437.82811100644176 5.088750459952279 152.77145753873629 589.31717964039126 8.4566747175995243 8.5753658949397487 408.61310764681548 20.394241070142016 126.36313048552256 7.4721699925139538 344.24306825066742 228.94202356156893 11.447706459555773 2.8985259723849586 2.9396503646858028 6.7045095253270111 leaf_count=9733 43475 34599 26713 37473 12470 16425 15797 2951 30645 4247 309 8471 9039 3362 9429 123 3149 21891 127 109 8845 281 2290 114 6572 4517 229 16 132 167 internal_value=-1.92541e-11 -0.0027136 0.0032741 -0.00130284 -0.00683408 0.00170646 0.00610515 -0.00580104 0.000916072 0.000847239 0.00539624 -0.000243599 -0.00264298 -0.00314618 -0.00141556 -0.00261707 0.00260209 0.00499519 -0.00648272 -0.00251064 -0.00734104 -0.00528134 -0.000484596 0.00456583 -0.00367055 -0.00354787 -0.0043151 -0.0129623 0.00481756 -0.00604325 internal_weight=12874.6 7039.87 5834.69 5244.34 1795.53 3755.27 2079.42 1536.52 3089.63 2013.66 259.481 1882.88 3230.68 2799.87 1128.74 939.931 157.86 1513.14 1384.28 245.974 1138.3 555.37 146.757 188.809 782.071 237.399 1671.13 259.012 12.5427 9.64416 internal_count=313700 150283 163417 108645 41638 99016 64401 31590 82591 42029 4556 51946 66616 57577 22749 19273 3272 48604 28639 4753 23886 11416 2571 3476 16001 4644 34828 10048 315 299 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 4 4 0 4 4 4 6 5 6 0 0 8 11 4 6 1 0 0 0 11 7 0 6 split_gain=124.984 41.0373 24.7216 17.9591 14.6555 11.5321 11.3767 8.06674 8.10033 7.99356 7.95014 7.6933 8.18829 7.09691 6.66127 6.45369 6.0999 6.22633 6.27458 5.95939 5.85819 5.73 5.65608 5.64547 5.28158 5.24033 5.64275 5.17048 5.16178 5.00666 threshold=1.2767197489738467 0.29568658769130712 -2.3216673135757442 3.4486099481582646 2.8845475912094121 1.0000000180025095e-35 1.0000000180025095e-35 3.5974275744411117 3.620247068523311 0.33452899754047399 3.4051711981388286 4.2186248773804307 4.1246304637071782 0.24852643907070163 5.0488622592236858 0.54769402742385875 0.29507648944854742 0.26992422342300421 0.41428571428571431 -0.062291610985994332 9.0973774813317458 0.34966887533664709 1.0000000180025095e-35 0.45210778713226324 0.28740626573562628 0.40828531980514532 2.6902152299880986 0.13430631160736087 0.3546332865953446 0.080440200865268721 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 24 5 29 15 7 9 -9 13 21 12 -12 -4 28 20 17 18 22 -10 -3 -6 -13 -11 27 26 -22 -1 -5 -2 right_child=1 3 6 14 10 -7 -8 8 19 23 11 16 -14 -15 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.019777295741153039 -0.0041929895832282594 0.00030158718296780678 -0.0084330444653932472 0.005025438578094071 -0.00093927027928319832 0.0061907017656147832 0.0010176914843011431 0.009529395677324819 -0.0051112229976784029 -0.00033563771739106199 0.0068212861637330265 0.00069945604968307969 0.024506937670490184 -0.0042650619724623117 0.019835156601601931 0.0072401068314603386 0.031887547651011754 -0.00097182746559681835 0.011057187374499775 -0.00122800666623738 2.2638714328708976e-05 0.0030768850140427823 0.014697844131302878 0.050503895090372189 -0.0067083953143311547 0.011819497020712983 0.0072343502151883364 -0.010798720113885642 0.0088404431661291052 -0.000811442534402214 leaf_weight=77.966120743672946 489.58620076050283 1470.2937098099464 715.2286095199961 723.05724967501737 844.41718319316533 694.05385435462085 446.21472543812706 48.726986229070462 626.39519801796996 192.28316803352209 95.397137852414744 204.09543349849992 31.288575622602366 756.62196689948905 35.759889686392853 175.8877942651452 6.5287300444906569 241.51456297645927 114.31361628198647 822.99830575220403 249.73042628576513 514.55135841433366 29.766513382899575 1.9861055319197465 187.10343740434473 68.267272550612688 160.34123551822267 222.33890319748025 571.46355211258197 2019.5453754151968 leaf_count=2766 12918 39206 15408 26781 23018 16934 8540 717 12442 3233 2171 4806 505 14264 1222 4837 236 7080 3151 15236 5526 11329 556 28 5372 1310 4906 6896 18946 43360 internal_value=1.06101e-11 0.00202689 -0.00432293 0.00418935 7.26952e-05 0.00283337 -0.00346678 -0.00409918 -0.00250177 -0.00553551 0.00193351 0.00447533 0.0111893 -0.00629044 0.0070624 0.00173657 0.00304875 0.00272946 0.00529689 -0.00290625 0.00123981 0.000581382 0.0024812 0.000184119 -0.0106648 0.00412365 0.00284247 -0.0131298 0.00670956 -0.00147126 internal_weight=12837.7 8739.86 4097.86 4148.85 4591 2818.57 3610.46 3164.24 1498.12 1666.12 2081.87 722.905 126.686 1471.85 1330.28 2124.52 596.219 589.69 348.176 1449.39 1948.63 1358.97 233.862 194.269 487.408 478.339 410.072 300.305 1294.52 2509.13 internal_count=313700 228798 84902 119668 109130 72719 69868 61328 28395 32933 52852 18505 2676 29672 46949 55785 15829 15593 8513 27678 50948 34347 5362 3261 15034 11742 10432 9662 45727 56278 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 9 0 6 8 7 6 0 4 0 4 6 11 11 4 0 4 10 11 4 4 0 0 7 split_gain=122.865 40.8128 30.4664 19.6837 16.6569 14.0412 11.0818 9.63156 8.36814 8.21443 7.49076 7.26325 6.52326 6.3221 6.28196 6.15004 5.85829 5.78825 6.15868 5.78744 5.53875 5.37118 5.36784 5.30266 5.23615 5.31836 7.90616 7.06926 8.15043 5.94061 threshold=0.86810946464538585 1.0000000180025095e-35 2.6430628299713139 -2.3216673135757442 0.28870338201522833 0.37437555193901068 0.28996926546096807 1.0000000180025095e-35 0.24846091866493228 0.040838092565536506 0.23611111111111113 0.15073876827955249 0.48189876973629003 0.42563462257385259 8.1046595782559425 0.20299675315618518 8.1046595782559425 0.36600293219089514 6.3776431083679208 3.4806373119354252 8.9104595373115831 0.39052157104015356 18.899495640571285 0.00046226634142776396 -4.9901404380798331 8.2457841863173211 12.01674487939359 0.19100366532802585 0.12791460752487185 0.25081644952297216 decision_type=2 2 2 2 2 2 2 2 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 7 24 10 9 -5 8 -2 22 17 15 20 -10 -15 -12 23 18 -4 -11 -6 -8 -3 -13 25 27 -27 28 -1 -30 right_child=1 5 4 6 12 -7 21 -9 13 19 11 16 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.030443102789803691 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41.311300581612159 440.22689086428727 2.4463397243089267 391.16273027889838 473.82105189963477 116.01925621955888 1.8695360471028823 232.8396991500922 408.6339519597168 5.8084999010898155 2.5196358803659678 42.604480789144873 13.87681480048923 2.3475923703517756 leaf_count=341 19702 5419 22073 32088 39346 7399 21199 11913 49816 22097 323 121 11743 248 377 9602 1116 9485 141 11525 15662 1761 56 5454 11289 158 124 2449 382 291 internal_value=-1.34578e-12 0.00174231 0.000770179 -0.0049595 0.00262099 0.00573221 -0.00400613 -0.00117538 -0.00181475 0.00454333 0.000633272 0.00326393 0.00455363 -0.000767551 0.0117046 0.000492962 0.0069118 -0.000698858 -0.00216372 0.0053817 0.0038102 -0.00184796 -0.00119599 0.00510072 -0.0105448 -0.0177513 0.00487891 -0.0205182 -0.00802823 0.00480029 internal_weight=12797 9470.08 7614.76 3326.91 3902.4 1855.31 2841.83 3712.36 3159.27 1536.47 1923.78 646.699 1978.62 2163.86 35.9699 367.523 279.176 1277.09 836.859 1340.64 1667.93 1221.16 195.833 237.864 485.077 76.4426 8.32814 68.1145 25.51 16.2244 internal_count=313700 243618 197122 70082 115066 46496 55048 82056 70143 39097 48315 16616 66751 50441 625 9925 6691 31699 22214 33622 55008 22960 5475 5575 15034 3745 282 3463 1014 673 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 0 11 4 4 7 8 0 6 6 10 1 9 0 0 4 8 6 0 11 7 6 1 11 7 split_gain=120.349 37.115 26.8433 16.2909 12.6077 11.2972 10.8522 7.55958 7.26733 11.5963 6.66782 8.12601 6.33252 5.99694 6.63485 8.92647 5.73325 5.70939 5.67328 5.47894 5.19612 5.75388 5.40057 6.71373 5.15045 4.87476 4.81629 4.81227 4.60703 4.91187 threshold=1.5267879962921145 0.29568658769130712 -1.616288900375366 1.0000000180025095e-35 3.49814784526825 3.4486099481582646 0.2718977183103562 -3.8925398588180538 3.4433221162344596 3.620247068523311 0.19641235470771792 0.29285714285714287 0.37437555193901068 0.34966887533664709 0.37955629825592047 0.012747596643770011 1.0000000180025095e-35 1.0000000180025095e-35 0.29379273951053625 0.1818993538618088 7.8747893248255281 0.38750000000000007 0.50447744131088268 0.39967928826808935 2.6276383399963383 0.2176470756530762 0.45123457908630377 1.0000000180025095e-35 3.852384209632874 0.211126483976841 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 5 8 -3 10 -1 -2 -10 -4 -12 -5 17 15 28 20 27 -16 -17 22 -22 -8 -24 -11 -21 -9 -6 -15 -30 right_child=1 3 6 12 13 -7 16 26 9 24 11 -13 -14 14 18 19 -18 -19 -20 25 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.015365346192791996 -0.0019804862662379458 0.0018439338269969879 -0.0057788205873800375 0.0060538579897091473 0.00079012217510642446 0.0058087748581415214 -0.0036489397980210268 -0.0087611164069711089 0.012691767440550877 -0.0014099449693497331 -0.003400445044125015 0.0068243648923608539 0.011282139571697413 0.036739593792812879 0.0035993042295687869 -0.017802970401215333 0.0023047348961749629 -0.0076573434912143423 0.044459558732738137 0.0055505701086358611 0.0072643960351121062 -0.0010602459346632546 0.00034613515152625261 0.022612263295459296 0.0025794834492380175 0.049616942979026094 -0.0026084656659727066 0.0073098267531841602 0.0033810838050687634 0.029441340911818326 leaf_weight=130.61266158169747 1808.2487810842213 1935.8583063162077 1204.3802516934657 698.16003036172333 544.53739621802833 971.30549745045573 1175.4454321537887 562.71100609828136 71.817280379822478 687.86732891516294 399.87481539954024 84.785748985028476 297.2758849056263 14.65944702667184 364.84352790213597 8.7312226314097625 326.32799575391255 59.897100179921836 3.0841125848237416 26.505108546232808 98.097765467944555 313.64691988244886 155.31311599572655 13.225370900239794 505.12664140079869 2.4698719545267513 143.76073912564607 125.34533628960344 13.743157005170362 12.366496144328265 leaf_count=6226 43371 52124 23845 20080 15142 35760 23737 13253 1202 15535 7593 1246 6996 252 8339 165 6529 1619 192 517 1337 6235 2883 219 12491 76 3065 3155 291 225 internal_value=-2.13347e-11 0.00219055 -0.00387508 0.00430281 0.000250609 0.00316862 -0.00279632 -0.00873494 -0.000760354 0.00098402 -0.0045831 -0.00161173 0.00761523 0.00289199 0.00563092 0.0135502 -0.00134681 0.0012166 0.00394181 0.00302932 -0.0020255 0.000923092 -0.00292884 0.00209338 0.000279222 0.00930686 -0.00750911 0.00201006 0.0232807 0.0157242 internal_weight=12760 8151.84 4608.18 3902.6 4249.24 2907.16 3771.1 837.084 3073.06 1264.81 1689.04 484.661 995.436 1176.18 446.403 78.4753 2082.06 729.78 367.928 37.7062 1755.73 411.745 1343.98 168.538 1192.99 28.975 706.472 669.883 40.7691 26.1097 internal_count=313700 217532 96168 114960 102572 87884 73624 22544 72599 29228 32684 8839 27076 29973 10057 1526 40940 19916 8531 758 34411 7572 26839 3102 28026 593 16318 18297 768 516 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=11 11 0 11 1 11 9 6 8 1 0 5 8 11 6 11 11 0 9 1 10 10 0 0 6 7 4 0 6 6 split_gain=117.228 32.3374 30.0074 13.4632 12.9493 10.1903 9.30964 8.97694 8.50413 7.9341 7.13575 6.07695 5.97856 5.5845 6.38168 5.55763 6.14633 8.72411 6.73785 5.54963 5.35458 5.18227 5.14174 4.9694 5.17689 5.84893 7.18882 4.92926 4.79508 4.75673 threshold=1.9098676443099978 -0.79627674818038929 0.29507648944854742 3.4486099481582646 1.0000000180025095e-35 -3.8925398588180538 1.0000000180025095e-35 0.34966887533664709 0.18333333333333338 1.0000000180025095e-35 0.25407753884792333 5.0488622592236858 0.77500000000000013 3.5142571926116948 0.40852172672748571 3.7481241226196294 4.3299207687377939 0.16306325793266299 1.0000000180025095e-35 1.0000000180025095e-35 0.0052985091778574587 0.030965390922028217 0.3546332865953446 0.16725500673055652 0.46091884374618536 0.22311789542436603 4.8267452343276469 0.2361470311880112 0.46785375475883489 0.35884784162044531 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 9 6 -1 8 12 -3 -4 -7 22 19 -9 15 20 17 18 -17 -2 -15 -10 -5 -16 25 26 -25 -6 -26 -19 right_child=2 4 3 11 27 10 -8 13 21 -11 -12 -13 -14 14 23 16 -18 29 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-0.015223539550119611 -0.0010995106701724394 -0.0048090986407280717 0.0020061305804871567 0.0048791625130519857 -0.0052347046442064093 -0.0093970733378972455 0.001412554622825852 0.0011613247349560459 -0.00055063176888691648 0.0061573852551375582 -0.0047196332108081955 0.019203952274257856 0.018150931405087847 0.042382339504303188 -0.0024114225254711491 0.043874071943706225 0.015318577609208288 0.020230082490458851 -0.0054778843133002466 0.0025328680782235099 0.014737475571492641 -0.0044257430973730465 0.0086877587474283209 -0.010280334487425043 0.039465205237076813 0.020717675979435215 0.020125117889086115 0.0030773438818327862 0.008089927917191389 -0.0084170480596105907 leaf_weight=129.85441166404053 2109.6243932513489 1539.5588779956024 1637.7525707012646 728.11033805159968 72.915578268177342 458.39350668586849 443.96883422174142 653.64674539759289 1094.7017074169162 554.70926942335063 816.21313922360423 35.069412566765095 15.649907872721085 8.0797443877672759 99.870632456149906 6.6161901080049557 46.985907899739686 5.9703343177679917 3.9919644347392023 461.33199634010089 28.720553066232242 433.6253462346067 567.81170449855927 43.124724252149463 4.5401758572552344 9.1221250309608859 8.3540948863374052 537.86399166040792 127.3865559460246 41.321412902529119 leaf_count=6226 53445 30989 45655 27049 1292 10220 8993 15250 21557 13818 17482 1230 549 152 1448 122 1076 153 57 10749 493 9109 18946 899 136 260 306 11299 3922 818 internal_value=-1.94007e-11 -0.00328595 0.00252324 0.00450131 -0.00194661 -0.00721745 -0.00264779 0.000626405 -0.00323538 0.00305643 -0.00640181 0.00688137 -0.000335189 0.00291306 0.00555083 0.0107763 0.00725689 0.000714815 0.0253024 -0.000447717 0.0208071 -0.0016501 0.00654791 0.00301875 0.00583556 -0.00142275 -0.00534607 0.00208504 0.00916969 -0.0048005 internal_weight=12724.9 5527.1 7197.79 3523.45 4122.63 1404.46 3511.85 3674.34 3067.89 2192.46 1274.61 1330.99 2586.61 1087.73 434.084 141.686 104.886 57.8999 10.6082 2570.96 36.8003 1528.33 1295.92 292.398 192.528 60.6009 51.4788 610.78 131.927 47.2917 internal_count=313700 117167 196533 106698 83239 33928 70648 89835 61655 59473 27702 47225 64743 25092 9842 2871 2226 1150 179 64194 645 30666 45995 6971 5523 1465 1205 12591 4058 971 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 1 11 0 6 0 0 1 6 4 11 6 7 0 1 6 4 0 8 6 4 4 7 4 6 split_gain=115.529 37.6859 22.3641 18.7188 12.5079 10.4371 9.98174 7.90854 6.12484 6.01696 5.81693 5.81265 5.75749 5.6014 5.22243 4.99977 4.99318 6.88904 4.97047 4.94369 4.82836 4.74314 4.71627 6.56187 4.84204 5.55209 6.82444 4.71617 5.42702 4.68053 threshold=1.2465536594390871 0.28870338201522833 -2.3216673135757442 2.7811937332153325 3.0298937559127812 1.0000000180025095e-35 1.0000000180025095e-35 0.17378091812133792 0.37437555193901068 0.31524370610713964 0.3665823638439179 0.31704913079738622 1.0000000180025095e-35 0.45476210117340093 8.9104595373115831 -6.4826273918151847 0.21041350811719897 0.20636257529258731 0.42004290223121649 1.0000000180025095e-35 -0.070134121924638734 3.1611572860905777 0.23715520650148394 0.13392857142857145 0.44190348684787756 7.9847863416432299 8.92647576014744 0.077028851956129088 5.732778408363763 0.027981450781226162 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 15 10 12 13 7 11 29 -6 19 -4 16 14 18 -1 17 -2 -5 20 -3 -18 -8 -24 25 -25 -27 28 -9 -7 right_child=1 3 6 5 9 8 22 27 -10 -11 -12 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.025312231021351172 -0.0044956080272765256 -0.029294858281778743 -0.0065565477253970552 0.0021322120097367532 0.00042692875094951641 -0.0033337322793212183 -0.006921502855018794 -0.014096960013233404 0.013388047890402304 0.0040815724372877315 0.0044521164972223066 -0.0025363849750890334 0.0021083139833899872 0.0078788659146152955 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1324 1094 1502 4876 16447 10387 8025 7896 13357 14141 13788 16724 2698 897 8518 30153 9744 1584 4291 225 386 746 25180 876 12576 internal_value=-3.68026e-12 0.00193965 -0.00422413 0.00386162 -8.94853e-05 0.00563032 -0.00339622 -0.00399551 0.00893102 0.0019238 0.00172902 -0.00544285 -0.00141118 0.0044647 0.00364634 -0.0103119 -0.00198767 -0.00362446 0.00249894 0.000779565 -0.000150772 -0.000736544 0.000867961 0.00212592 -4.46614e-05 -0.000834847 0.00660773 -0.00239998 -0.0088076 0.00699001 internal_weight=12690.4 8696.89 3993.47 4466.39 4230.5 2441.51 3515.4 3082.22 637.183 1676.6 2024.88 1616.16 2553.89 1804.32 1455.46 478.077 2194.45 950.696 1033.94 1501.4 1162.01 1243.75 433.179 372.949 287.43 276.061 67.9916 1466.06 96.5706 443.877 internal_count=313700 230017 83683 130057 99960 80889 68649 60323 18776 42648 49168 32765 57312 62113 48756 15034 49416 22948 34615 38781 30263 26468 8326 7232 5648 5423 1132 27558 2378 13900 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=11 11 0 11 0 1 1 1 1 6 9 0 7 8 0 6 7 1 6 0 7 11 6 11 10 11 7 10 11 4 split_gain=113.883 40.6304 26.3139 14.6956 13.476 11.017 8.17233 7.58839 7.08919 6.72221 6.67756 6.6757 5.90463 5.72404 5.70054 5.61094 5.46787 5.24026 5.22773 5.18566 5.30526 5.35336 4.97762 4.7785 5.07136 5.62282 4.58073 5.54407 4.55748 4.52885 threshold=2.3910034894943242 0.43509620428085333 0.32121737301349645 -3.0189130306243892 0.3665823638439179 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36600293219089514 1.0000000180025095e-35 0.31636977195739752 0.2006943076848984 0.64583333333333337 0.26155561208724981 0.45476210117340093 0.17500799149274829 1.0000000180025095e-35 0.59460201859474193 0.42563462257385259 0.22311789542436603 2.4233489036560063 0.56882894039154064 2.1720671653747563 0.019360434332845958 2.2907539606094365 0.23415040224790576 0.0089440844882255916 4.6941215991973886 12.70981844265012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 8 9 11 15 10 13 14 16 17 -2 -3 19 -5 23 -8 -4 21 -21 -16 -6 25 -25 29 -28 -11 -12 right_child=2 4 7 6 12 -7 18 -9 -10 28 26 -13 -14 -15 22 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.012445274298625143 -0.00041882651561111388 -0.0040022529505235925 0.0032929278657398637 -0.0078623974875532566 -0.00079219091826385657 0.0051563473928676112 0.0004783316756659278 0.0088167287357131495 0.0016058703389515709 0.0022942380971921294 -0.00051726154209853531 -0.0026904236205484927 0.013423518714645307 0.0070096680987500656 -0.0011689698367967345 0.0083208062460531657 -0.0041414206210456644 0.009044741723526685 -0.047721832371967386 -0.048546794258191514 -0.03315865902468608 0.014203207951893773 -0.026828921834359861 0.012896001060256648 0.018115858718584014 -0.013851537265427981 -0.0034160353328620981 0.013623614793284011 0.0093124064053462501 0.019441773195646703 leaf_weight=250.51802364949981 2027.7416491639005 1222.3803303226014 1122.9583375268776 955.64618066222374 254.43538546323907 646.46199221672578 267.45128637290327 560.19879506121652 604.91343958649304 800.81572082394268 336.21402550701168 577.66476190341928 53.630652814114001 97.86177401029272 1586.9481679648597 310.3316905930842 565.89020377690758 93.736009870277485 2.0406070798635474 1.2458838615566481 2.3070903616026035 68.429129572567035 6.8331145744887172 14.682758829265369 27.378721139160916 13.648651859373784 25.397464990557637 53.145681442983914 92.940840180730447 10.552926913485861 leaf_count=10048 55582 24615 35881 20765 4511 16257 4929 15965 13781 20442 7472 10596 813 3024 36355 11280 11400 2046 48 19 39 1915 146 298 608 237 525 887 3013 203 internal_value=2.1024e-12 -0.00258943 0.0031279 -0.0055355 -0.000796556 0.00160206 -0.00480471 0.005836 -0.00137551 0.000841063 -0.00193189 -0.00543608 0.00407082 -7.68221e-05 -0.00246104 0.00472669 -0.00647849 0.0028289 0.000113357 0.00379329 0.0115991 0.0130812 -0.00127898 0.000950269 0.00890831 1.03794e-05 0.00157188 0.00811373 0.00302405 9.01384e-05 internal_weight=12654.4 6923.11 5731.29 2619.21 4303.9 3665.82 2368.69 2065.47 3846.39 3019.36 3241.47 2099.2 457.512 2125.6 2816.16 1505.27 1521.54 403.882 269.492 1194.94 71.9821 69.675 1593.78 310.146 55.7101 28.3314 425.31 78.5431 893.757 346.767 internal_count=313700 150283 163417 57786 92497 98318 47738 65099 83984 82061 70203 42761 8513 58606 61116 49134 32165 7700 4977 37854 1973 1934 36501 5654 1143 535 9087 1412 23455 7675 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 0 1 11 6 0 1 11 9 8 0 7 4 6 6 4 4 6 7 1 6 11 8 4 0 split_gain=111.711 36.473 21.673 18.0335 11.7028 9.658 8.25025 6.21714 6.02282 5.71466 5.65167 5.33114 5.25834 5.20015 5.35898 5.93289 5.27568 5.12386 5.02703 5.01627 5.10027 4.97845 4.92081 4.80113 4.96657 4.75864 5.20385 4.64482 4.52611 4.43696 threshold=1.2465536594390871 0.28870338201522833 -1.9431035518646238 3.5322139263153081 3.0298937559127812 1.0000000180025095e-35 0.26852519810199743 1.0000000180025095e-35 -4.3557312488555899 0.31524370610713964 0.29252681136131292 1.0000000180025095e-35 5.998493194580079 1.0000000180025095e-35 0.23611111111111113 0.25718426704406744 0.14292877912521365 5.8374711081549977 0.032157480716705329 0.54769402742385875 9.0973774813317458 4.3737294235846038 0.18625152856111529 0.13058735430240634 1.0000000180025095e-35 0.35450923442840582 0.86810946464538585 0.92857142857142871 6.361138721750172 0.3479116559028626 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 11 19 25 17 -1 27 22 13 -9 14 15 -2 -15 29 -14 20 -3 -16 -7 24 -10 26 -4 -6 -18 -5 right_child=1 3 6 7 9 10 -8 12 23 -11 -12 -13 18 16 21 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.015939660704269411 -0.0050744214415057312 0.00042769571356064798 -0.0070231324582534678 0.0014499744293861034 0.00021546805143547965 -0.019986859588289031 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424.34796039610228 16.292569024022669 364.16481187446334 223.044367249473 7.7945839265885288 18.803154022374656 190.27794066971546 leaf_count=4975 18321 45994 16898 12070 25873 350 37208 10612 3430 16447 18408 7896 18 1415 3841 9120 4128 16810 343 5379 13239 12167 411 10018 384 6461 4309 328 424 6423 internal_value=9.76475e-12 0.00191208 -0.00416644 0.0038081 -8.9336e-05 0.00258185 -0.00317745 0.00678766 -0.00913456 0.00186186 0.00551472 -0.00137206 0.010287 -0.00192923 -0.00249207 -0.00372889 0.00188378 0.00555307 0.0325911 0.00164009 0.00123691 -0.000439966 -0.0070971 -0.00792598 -0.0128463 -0.0049082 -0.00593023 0.000399405 0.00396326 0.00354692 internal_weight=12620.2 8650.37 3969.86 4442.16 4208.21 3147 3310.79 1295.15 659.074 1669.17 764.905 2539.04 337.768 2180.78 1900.28 1185.66 280.497 957.387 9.25251 2382.1 2193.93 714.614 30.6956 559.677 135.329 1417.5 1053.34 985.274 223.422 521.579 internal_count=313700 230017 83683 130057 99960 83781 64876 46276 18807 42648 19169 57312 10973 49416 43449 27441 5967 35303 361 64612 59233 16008 761 13832 3814 27668 21207 26201 4552 18493 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=11 11 0 1 0 11 11 11 4 1 11 11 1 4 10 4 4 4 4 0 6 4 0 0 0 6 0 10 6 6 split_gain=110.08 32.8288 27.7658 12.2504 11.1154 10.7632 7.92401 7.90461 6.57574 6.52698 6.24409 5.85009 5.78254 5.45187 5.27622 5.3155 6.38711 5.14009 7.1294 5.03827 4.75244 4.53668 4.45735 4.6248 4.4273 4.38429 4.37793 4.38157 5.07924 4.59769 threshold=2.0831813812255864 -0.33340509235858912 0.29507648944854742 1.0000000180025095e-35 0.30140350759029394 -3.0189130306243892 3.7284773588180546 3.63657557964325 3.0531061291837633 1.0000000180025095e-35 5.998493194580079 2.2244411706924443 1.0000000180025095e-35 6.171540406224719 0.057190205253519373 11.582341130102341 4.3737294235846038 4.1246304637071782 3.620247068523311 0.25407753884792333 0.51257953047752391 6.1999329507481198 0.30524466931819921 0.30911035835742956 0.33937859535217291 0.17772490531206134 0.37036058306694036 0.00054614010843323524 0.023078305646777156 0.14181431382894519 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 6 -3 24 -4 8 -2 19 11 -5 20 -8 15 16 17 18 -10 -7 -6 -18 -15 -24 -1 -11 -14 -28 -29 -30 right_child=2 4 3 10 12 9 13 -9 14 25 -12 -13 26 22 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31 leaf_value=-0.013749103123121172 -0.0015398144657625032 -0.0027340270604114406 0.0024322386816685933 -0.0026768188552631893 -0.0011162108421457423 -0.0085856252270406028 0.0038812583766581607 0.0030243487609309919 0.0087219623402670088 -0.0041194078992909684 0.03216176617691633 0.0080864061671174492 0.00213882059014867 0.022690438572006758 -0.0033204634161408037 0.011595002295838005 -0.0029924888162531325 0.013751529329866936 -0.0031116493518738306 -0.0047613339887472945 0.0044406795297684144 0.0024429087789619146 -0.011630476871311418 0.0089398245128339809 -0.0018041576230637465 0.0062030552110238649 0.04966037458775522 -0.0059174611664034194 0.030771561743761319 0.0091207525359674069 leaf_weight=215.94212637883356 1370.3285568251631 2597.4701235220127 1707.9174814977996 48.23411025389214 1127.4331907069572 480.20843537137989 400.14178137003546 975.9480813600203 105.13725262475782 83.098111018538475 9.3162913554115203 786.98208273790078 233.12913375932112 20.507592504283821 163.23872646779637 54.8733036526246 234.51441947638523 58.596654397435486 81.215955527877668 874.94329177766849 157.91570422155201 336.51985715873889 10.193213992228264 281.32622653795261 32.074241515714675 66.801120448973961 2.488960336893796 15.662953791441394 11.023247122997416 44.314459292305401 leaf_count=8909 33588 53946 50331 1145 22946 10375 15046 25444 2414 1675 350 22325 5148 850 3976 1260 6169 1175 1877 18264 2982 8099 345 11162 1139 1276 40 362 213 869 internal_value=1.6825e-11 -0.00296667 0.00265304 0.00462635 -0.00152427 -0.00641368 0.00354074 0.000747305 -0.000176939 -0.00545944 0.00773726 0.00746483 0.000449584 0.00619914 0.00162907 0.00255684 0.00194904 0.00600156 0.00356467 -0.0061165 -0.000433501 0.00021068 0.00917158 0.00822057 -0.0122043 0.000480696 0.00415148 0.0105362 0.00916469 0.0134336 internal_weight=12587.5 5942.51 6644.99 3264.62 4189.44 1753.07 2420.09 3380.37 2404.42 1505.05 844.532 835.216 1591.97 712.169 1034.1 870.857 815.984 244.95 186.353 1355.15 1285.35 571.034 312.027 291.519 248.016 149.899 306.619 73.4896 71.0007 55.3377 internal_count=313700 128144 185556 101554 86506 41638 77734 84002 58558 31590 23820 23470 32560 27403 24970 20994 19734 5466 4291 28639 25928 14268 12357 11507 10048 2951 6632 1484 1444 1082 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=11 11 0 11 1 0 0 7 11 1 11 6 0 5 7 4 11 7 4 8 6 11 4 7 6 4 6 0 6 6 split_gain=108.116 29.3067 26.6707 14.5053 13.6994 9.29324 8.7364 9.33728 7.83967 7.78612 7.08654 6.25554 6.14329 5.88456 5.87394 7.50452 5.6467 5.55524 5.41048 5.40026 4.9287 4.88717 4.87826 5.2352 6.42698 4.8445 4.96604 4.59373 4.57723 7.19133 threshold=1.9098676443099978 -1.2297213077545164 0.28870338201522833 4.3299207687377939 1.0000000180025095e-35 0.26852519810199743 0.42563462257385259 0.22877723723649981 -3.8925398588180538 1.0000000180025095e-35 3.4806373119354252 0.58749014139175426 0.31102181971073156 6.1651403415663983 0.14010480046272281 8.1046595782559425 2.6586936712265019 0.19786719232797625 2.555843120094428 0.23611111111111113 0.048095244914293296 1.4207190871238711 12.70981844265012 0.14181726425886157 0.11481016129255296 11.76097097943814 0.017417468130588535 0.12162990495562555 0.34966887533664709 0.35884784162044531 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 10 6 5 17 9 -8 -1 13 14 22 19 16 -2 -16 -4 27 -19 -10 -11 -13 -7 -24 -25 26 -5 -3 -12 -30 right_child=2 4 3 25 -6 11 7 -9 12 20 28 21 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.014664630222327779 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1504.2382776862287 402.53802603165968 110.19442796306976 258.70999987118921 662.17862311743374 25.063017050590133 66.457949204719625 17.524450053926557 32.780097986222245 76.373878058497212 379.46802905345612 1136.657526269526 17.195870944531634 392.67437315855932 leaf_count=6226 26072 188 20811 1378 13194 39337 3108 50 10148 2833 18255 1475 5632 526 27093 1540 49361 7745 1764 5628 17929 518 1223 291 543 3211 15001 23255 428 8937 internal_value=8.3052e-12 -0.00317513 0.00244078 0.00419099 -0.00209375 -0.00278243 0.00346339 0.0106286 -0.00764486 0.00312427 0.000508804 -0.00145495 -0.00669934 0.00226747 -0.000435337 0.000957125 0.00212692 -0.00445872 -0.00186233 -0.00825708 0.0057714 0.00562053 -0.00183429 0.00411516 0.0114166 0.00900824 0.00772285 -0.00561798 0.00251083 0.00500903 internal_weight=12555.8 5456.98 7098.8 3724.61 4393.94 3758.64 3235.87 146.229 1063.04 3089.64 3374.19 2097.55 936.849 2334.14 2292.88 1245.48 2314 1661.1 512.732 663.885 755.496 106.737 1990.81 116.762 50.3045 488.743 412.369 1148.36 1081.31 409.87 internal_count=313700 117167 196533 114208 89533 76339 94618 3158 27634 91460 82325 43387 21408 70698 54705 28633 70172 32952 9509 15776 20762 1993 41394 2057 834 19590 16379 23443 27620 9365 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 1 0 4 1 6 6 0 8 11 4 10 7 6 0 4 0 0 6 11 6 4 11 4 0 4 split_gain=105.92 34.0222 20.5048 17.7729 10.3048 10.0088 7.7354 6.63697 6.39354 6.20838 5.76095 5.75384 5.64056 5.82949 5.63125 5.37874 5.25106 5.08088 7.60615 6.87254 5.21285 5.02758 4.87074 4.75251 5.56244 4.53908 4.5069 4.44827 4.71515 4.44589 threshold=1.2465536594390871 0.28870338201522833 -1.9431035518646238 2.7811937332153325 2.4391301870346074 1.0000000180025095e-35 0.33375316858291632 3.4051711981388286 1.0000000180025095e-35 0.19192082434892657 0.45123457908630377 0.37437555193901068 0.13392857142857145 -5.5399577617645255 3.620247068523311 0.0097911225303275468 0.13487846404314044 0.18103124201297763 0.23168353736400607 8.1046595782559425 0.094628330320119872 0.3665823638439179 0.12094413116574289 5.998493194580079 0.60816988348960888 16.705599394648608 4.8003745079040536 8.9104595373115831 0.42004290223121649 4.4774095059606882 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 12 21 -2 10 7 -4 9 15 27 -7 13 -1 -9 26 -15 18 20 -19 -17 22 25 -11 -25 -3 -6 28 -5 -10 right_child=1 3 6 5 8 11 -8 14 29 23 -12 -13 -14 16 -16 17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.024654599351817977 -0.0019593919829701007 -0.0025357771048501463 -0.0051647586049548867 0.002020777091316209 0.00041070210115885623 0.0068141239729736462 -0.00016194571194888584 0.0071338991356263018 0.0025196687256112218 0.0014643962563110394 0.0077334147446407996 0.013074861683540988 -0.0060430674918759376 -0.017551939078687115 -0.002605848126085606 -0.042144856328890395 -0.0082841483843815525 -0.022330662135045837 -0.0058732005901498286 0.0242779857288003 0.0040879052377803824 0.0041698877589051303 0.0017633096110681883 0.029896124020681678 -0.026593280072316046 0.023311111132674367 0.018119851083655134 0.0060684304821572738 0.014005625328308237 0.0094027347051802747 leaf_weight=28.316160573100206 1603.3213966888188 387.82868569582934 1474.6715023704528 985.2964211575254 309.32802794253803 438.49796274365508 644.94322211842518 56.11911125323968 283.1270170272328 1409.7224012610532 351.92650353340287 189.08233588043367 314.82614476719755 71.626601927709999 1113.2632369377316 2.237137217540293 237.34685436358268 23.434586614050207 275.47761406369773 3.2410384066170073 116.29669510785607 515.24445746122365 1090.6483871329692 9.7053150561987405 1.8713121749315167 6.2129189826082429 13.498159097885944 414.34486984842806 30.457506740167446 120.36128989985446 leaf_count=1806 35584 10469 30087 33503 8276 13900 11388 898 6936 33792 13623 4876 7937 2383 22503 47 6681 508 7988 127 3120 10387 28156 480 54 156 518 14092 895 2530 internal_value=-6.2821e-12 0.00186985 -0.0040713 0.00370717 -7.22624e-05 0.00544233 -0.00310776 -0.00382631 0.00110582 0.000459611 0.00429492 0.00870041 -0.00893099 -0.0116266 -0.00213843 -0.00176165 -0.0104326 -0.00399687 -0.00313902 -0.0166678 0.00321534 0.00161658 0.000730478 0.0016216 0.0207649 -0.00212824 0.00115117 0.00344876 0.00238014 0.0045729 internal_weight=12522.3 8581.16 3941.11 4409.54 4171.62 2409.61 3289 2644.05 2568.3 2164.81 1782.03 627.58 652.116 337.29 1169.38 743.513 308.973 420.687 394.011 26.6756 118.534 1999.93 1484.69 1421.3 11.5766 394.042 322.826 1430.1 1015.75 403.488 internal_count=313700 230017 83683 130057 99960 80889 64876 53488 64376 54910 62113 18776 18807 10870 23401 20584 9064 11790 11155 635 3167 49168 38781 34326 534 10625 8794 48490 34398 9466 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 1 6 4 0 11 11 4 4 4 6 4 9 6 7 6 10 11 7 0 0 6 0 6 5 split_gain=104.262 32.389 21.7869 15.192 11.2609 11.2568 8.72946 7.2998 6.47255 7.20588 6.40907 6.38937 6.30742 11.4639 6.04331 5.85638 5.78016 4.75792 4.8113 4.66212 4.65329 6.55157 5.09308 4.59859 4.59518 4.51784 4.56571 4.4926 4.20652 4.20337 threshold=1.4207190871238711 0.29318770766258245 -1.616288900375366 1.0000000180025095e-35 2.6586936712265019 3.63657557964325 1.0000000180025095e-35 0.50447744131088268 3.5974275744411117 0.33452899754047399 4.6455898284912118 -3.8925398588180538 3.4433221162344596 3.620247068523311 3.6800600497657041 0.48189876973629003 8.9104595373115831 1.0000000180025095e-35 0.65192043781280529 0.2551353126764298 0.38607259094715124 0.011279829566988477 1.82487428188324 0.024392643012106422 0.44009289145469671 0.3665823638439179 0.64181154966354381 0.3526489138603211 0.25034973025321966 5.5350908050609204 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 11 4 25 12 7 8 9 23 29 -1 17 -14 -10 16 -6 18 -2 -20 21 -19 -22 -4 -9 26 -3 -13 -25 -5 right_child=1 3 6 10 15 -7 -8 24 14 -11 -12 27 13 -15 -16 -17 -18 20 19 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.014477014611829044 -0.0022043252665772599 -0.0008953892325765984 -0.02586867865113758 0.0060558956623533158 0.0023926501536713175 0.0030026240909231151 0.001117478899068283 0.00061227639390347378 0.0082624109891849991 0.0011327565073433762 0.014679340330028474 -0.0079198234875265047 0.012457034370022988 0.00020708678049797754 -0.0027191644448581825 0.0081894321197171632 0.0064474316244360818 -0.0093527034378917163 -0.010173395328997418 -0.047245394315387892 -0.007717408340705491 0.0042964225371908762 0.0082257460551252489 -0.0074422648251940898 0.03490112852805978 0.0036503528805319945 0.013345654082594733 -4.9040005321353179e-05 -0.0039439367717605135 0.021720484495508771 leaf_weight=124.24816234780155 1630.6879981314514 853.43223360010961 10.386789949496231 910.60921372997109 1098.1959377614949 945.67832845633984 454.21525610768003 308.01361148030264 46.780702929769177 142.33136595023097 90.64745806081919 616.13935246261099 72.830203513498418 1228.8981438676201 1256.2633704794207 292.7109290620574 444.46627256396459 60.547554418211803 22.52034793258645 3.5318583081243551 21.349114176991861 66.316047225038346 116.10805408793385 668.75727730762446 3.5581720722839227 311.50286010645141 20.754000226501375 73.001759095670423 575.60033528640633 15.682595267891882 leaf_count=6226 39940 22414 335 24663 36807 24765 8966 5903 759 2500 3180 14848 1259 29271 24576 11334 15129 1262 546 69 459 1456 3002 14846 47 6134 495 1470 10669 370 internal_value=7.32295e-12 0.00197964 -0.00379638 0.00389454 0.00282693 0.000124666 -0.00275939 -0.00334409 -0.0038458 -0.00526433 0.00706614 -0.00821505 -0.000719826 0.000892457 -0.00232491 0.00429907 0.0035609 -0.00181232 -0.00240867 -0.0151992 0.00192552 -0.00221783 0.00574954 -0.00598998 0.00100386 0.000548134 -0.000557294 -0.00708606 -0.00582405 0.00632111 internal_weight=12485.8 8206.47 4279.3 4038 3021.06 4168.47 3465.91 3011.69 2700.12 1397.08 1016.94 813.389 3222.79 1301.73 1303.04 1835.37 1542.66 1921.06 1656.74 26.0522 264.321 126.864 137.457 1254.74 311.572 1185.69 874.186 689.141 1244.36 926.292 internal_count=313700 222555 91145 120526 92313 102029 68601 59635 53685 28350 28213 22544 77264 30530 25335 63270 51936 46734 40555 615 6179 2718 3461 25850 5950 29043 22909 16318 25515 25033 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 1 1 0 4 4 4 0 7 11 0 1 6 4 0 4 7 6 11 6 8 7 7 0 4 split_gain=101.864 39.2056 18.87 16.0351 12.8907 9.53238 7.61339 7.39828 6.12357 5.81658 6.43873 7.49926 5.63242 6.71269 6.31035 5.55432 5.50729 5.54994 5.81357 5.42364 5.80681 7.59792 6.64522 5.26186 5.03683 5.03134 6.11731 4.9879 4.92563 4.41364 threshold=0.43509620428085333 2.7666904926300053 0.28870338201522833 0.30267301201820379 -3.0189130306243892 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31636977195739752 3.3690377498030597 4.2186248773804307 4.1246304637071782 0.3665823638439179 0.2006943076848984 2.1720671653747563 0.37437555193901068 1.0000000180025095e-35 0.36104553937911993 6.8726822717968679 0.26992422342300421 6.8114466565661065 0.15073876827955249 0.48556268215179449 5.340548276901246 0.45123457908630377 0.18333333333333338 0.13315494358539584 0.14958461374044421 0.22029326111078265 3.620247068523311 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 9 16 -1 24 12 8 25 23 11 29 -5 14 -14 -7 17 -2 -19 20 -12 27 -23 -3 -4 -6 -27 -22 -28 -11 right_child=1 2 5 6 7 15 -8 -9 -10 10 19 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.011893803529900921 -0.0028897575177444746 -0.00022302661252014572 0.003356218886063468 -0.00034440670843885755 -0.0076798325353032914 0.0065886956018837957 0.0051227635703168508 7.7917229332544308e-05 -0.0025874957375148812 0.012975661996763961 0.00075726906082937352 0.022308298585384471 -0.00087043752074793083 0.012919764841763682 0.0066488406884319439 0.012732647111916321 0.0014146689587209453 -0.00077419502952572538 0.0079591043421993676 -0.002048174046653653 0.0044635362760067545 0.021381373254438604 -0.0047021203086658079 0.008737099980814898 0.0073504806449541183 -0.0077358831241534608 0.0065567200798860069 -0.046203739176513069 -0.0031373980159642161 7.3530862388245948e-05 leaf_weight=242.59377945276356 2133.4799338712619 1279.9392091103637 1437.2889753334675 1184.9599001103634 889.09977728832746 440.14508371884585 460.49900398864702 266.36897654160566 569.9507534600707 41.219615163689014 199.24341951659881 31.634698358364403 248.47016572836583 59.765019710350316 168.61345093414275 189.41816279274644 459.62074669159847 634.56956113841443 76.91576071549207 182.96187548710441 111.77586956342566 50.16325480688829 10.658419685671104 61.836328992001654 354.1478182713181 250.52464935163152 55.894021431362489 1.7764495662413526 302.30947396958072 56.668732587888371 leaf_count=10048 48176 32598 48922 28844 19303 14033 10979 4977 10596 844 5226 512 4511 939 3568 4911 10404 13069 1689 5537 2675 1153 316 1862 13704 5797 831 24 6234 1418 internal_value=3.82469e-12 0.00138597 0.00347363 -0.000325463 -0.00531194 0.00526179 0.0017094 -0.00462787 -0.00523407 0.00133882 0.0035857 0.00961014 0.000763534 0.00351675 0.00216936 0.00843724 -0.00163232 -0.00212457 0.000169926 0.00218374 0.00425612 0.00825398 0.0168105 0.000189905 0.00414584 -0.00624114 -0.0041398 0.00367088 -0.00162473 0.00550646 internal_weight=12452.5 9875.77 4448.88 5426.89 2576.74 2421 2122.31 2334.15 2067.78 2027.88 686.102 129.523 1661.81 476.849 417.084 629.563 3304.59 2844.97 711.485 556.579 373.617 174.374 60.8217 1341.78 1791.44 1497.83 608.728 113.552 358.203 97.8883 internal_count=313700 255914 133735 122179 57786 81570 48841 47738 42761 52165 17705 2774 37862 9018 8079 18944 73338 62934 14758 14931 9394 4168 1469 34460 62626 32165 12862 2699 7065 2262 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 1 0 1 8 6 6 0 6 0 7 11 11 9 7 6 6 0 10 6 0 10 0 0 8 split_gain=100.296 31.9535 18.5792 15.8671 11.9003 11.7332 8.87652 7.08155 7.07244 6.66028 5.64737 5.56177 6.02471 5.48068 4.9665 4.89352 4.77927 4.6684 5.95623 4.60345 4.59412 4.58275 6.4462 4.55511 4.66256 4.24263 5.56299 4.20847 4.17918 6.04228 threshold=1.1536204218864443 0.32842732965946203 -2.3216673135757442 1.0000000180025095e-35 2.7666904926300053 3.4651436805725102 1.0000000180025095e-35 0.26852519810199743 1.0000000180025095e-35 0.64583333333333337 0.35450923442840582 0.36600293219089514 0.31910881400108343 0.040838092565536506 0.28740626573562628 0.2074803560972214 0.23119770735502246 4.3299207687377939 1.0000000180025095e-35 0.13430631160736087 0.15391428768634799 0.30967901647090917 0.19100366532802585 0.0054206528639166871 0.39586174488067633 0.44009289145469671 0.00037216254469640836 0.45210778713226324 0.23715520650148394 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 3 14 4 20 8 7 10 -3 11 -4 -6 -13 15 19 -5 -9 -15 -19 21 -2 -1 -23 -12 -25 -7 -27 -18 -8 -30 right_child=1 5 6 13 9 25 28 16 -10 -11 23 12 -14 17 -16 -17 27 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.023452823487615022 -0.0033200988717399359 0.0020262994115209654 -0.0067903305701836475 -0.00082343756003336582 2.9364875535552734e-05 0.0069904557099754409 -0.0067982417164610832 -0.0039897843106872508 0.0064311710214553976 0.0078442022773368321 0.0037680907007918477 0.0025513841317805794 0.014428579529219412 0.0040480924996898369 -0.0058026773025064877 -0.035155318260150517 -0.00083394547853609519 0.015391158124333067 -0.0029031107645014491 -0.009958260927909187 -0.0006449066575705219 0.036667144531562709 -0.013218641550197608 0.0027254782738427652 -0.0066054067840486813 -0.018981147767469373 0.022486394851842336 0.03493105956445005 0.009432116752885928 -5.1950083557118692e-05 leaf_weight=52.000027340560337 861.95125861077304 1312.2289631102576 925.85690459984653 124.86670665840938 1585.236622801357 833.49393185595545 55.151413381798193 917.37392136642302 437.40362045605434 135.97147952973319 84.475098051596433 651.90623173920903 40.845404062820307 821.58814073063331 178.3295632488589 3.8517930887173852 682.62600859073427 70.135592445265502 20.757594802882522 212.84336495061143 1752.1858955457428 2.6785578983835903 17.980609171208926 64.340954706538469 192.08868086143048 3.2464078415650901 28.23326221719617 2.9739799360977477 78.152281511749607 267.03271089227928 leaf_count=2006 21971 33478 19075 3673 46000 29929 1029 18672 10892 4903 1358 17156 1640 19816 5372 108 13187 2233 563 6896 40340 37 723 1066 3805 46 956 52 1454 5264 internal_value=1.51524e-11 0.00176793 -0.00411166 0.000573513 -0.000124504 0.00454054 -0.00331467 -0.00389846 0.00312751 0.00139428 -0.00557487 0.00100929 0.00325168 0.00394433 -0.00973057 -0.00185079 -0.00257366 0.00476182 0.0112132 -0.012184 -0.00152699 -0.0187039 -0.00675072 -0.00227381 -0.00426419 0.00739878 0.01821 -0.000678805 0.000870109 0.00209531 internal_weight=12417.8 8683.9 3733.9 6069.3 5028.1 2614.61 3270.07 2869.74 1749.63 2413.96 1266.76 2277.99 692.752 1041.2 463.832 128.718 1602.97 912.481 90.8932 285.503 2614.14 72.6592 20.6592 340.905 256.43 864.974 31.4797 685.6 400.336 345.185 internal_count=313700 233704 79996 158403 132010 75301 64962 57215 44370 69699 25304 64796 18796 26393 15034 3781 31911 22612 2796 9662 62311 2766 760 6229 4871 30931 1002 13239 7747 6718 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 11 6 9 11 8 8 11 0 0 7 0 7 6 2 6 11 7 6 10 6 6 7 0 0 6 split_gain=98.9881 30.1595 25.2405 14.1023 10.4325 9.60118 9.02639 7.7823 7.52057 7.01202 6.37236 6.0798 5.66953 5.64162 6.86129 5.6351 5.47388 5.50364 5.30652 5.04094 4.80287 4.68622 4.6798 4.57159 4.84139 4.53519 4.80959 4.46696 4.38834 4.48974 threshold=2.0831813812255864 -0.33340509235858912 0.33937859535217291 1.0000000180025095e-35 1.0000000180025095e-35 -3.0189130306243892 0.37262986600399023 1.0000000180025095e-35 4.147409439086915 0.23611111111111113 0.43650793650793657 5.340548276901246 0.37036058306694036 0.42563462257385259 0.22877723723649981 0.25407753884792333 0.2006943076848984 0.31351141631603247 1.0000000180025095e-35 0.017417468130588535 3.8110874891281132 0.024392643012106422 -0.018225703388452526 0.00054614010843323524 0.023078305646777156 0.14181431382894519 0.12383736670017244 0.24679794162511828 0.25095432996749883 0.35670280456542974 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 7 -1 10 9 13 18 20 -8 -6 -4 -15 -7 17 -9 28 -10 -2 -22 -11 -14 -25 -26 -27 -12 29 -3 right_child=2 4 8 -5 12 15 11 16 19 22 27 -13 23 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.011716318556221626 -0.0015135134331045247 -0.00735345276802151 0.0040172940214004953 0.0048667941605784514 0.0010765636098768361 -0.0078092007383002166 0.0025647536160104821 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10.899779838277025 16.524096401204588 27.122765116655501 348.3723182011272 881.64065151799878 202.99403112923028 leaf_count=10048 51625 11007 36480 23074 12294 11198 28586 1149 1452 589 1423 1496 40 2750 45 20392 2864 5561 155 12026 80 15785 28883 362 213 378 491 10734 18983 3537 internal_value=-1.06585e-11 -0.00283646 0.00253631 0.00141837 -0.00144303 -0.00616866 0.0006529 -0.00208806 0.00564443 -0.0026392 -0.000238295 0.00296955 0.00208819 0.00463531 0.0106219 -0.00526505 0.00155806 -0.000802032 -0.00399332 0.00952275 -0.000820076 0.00174145 -0.00109997 0.0100105 0.00856016 0.0127092 0.00838639 0.00323078 -0.00412828 -0.00586723 internal_weight=12383.6 5845.88 6537.69 4808.24 4122.13 1723.76 3934.8 3485.45 1729.45 3027.78 2841.65 1093.16 636.674 1372.37 128.418 1482.31 457.67 301.604 1610.75 357.082 2433.53 518.44 1417.03 72.0934 69.5307 54.5466 43.6469 408.116 1600.91 719.274 internal_count=313700 128144 185556 132803 86506 41638 109729 72728 52753 63154 79647 30082 13778 39275 2795 31590 9574 6710 33682 13478 67490 15865 29472 1484 1444 1082 869 12157 33527 14544 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=11 0 11 11 11 9 8 4 1 1 6 1 11 10 8 4 0 7 4 10 6 7 0 0 7 6 7 11 1 0 split_gain=97.303 29.2008 21.8415 13.1162 10.634 8.0498 7.28947 7.21086 7.20144 6.85713 6.66453 6.57042 6.5377 6.03515 6.39744 5.33031 5.27324 5.1668 5.06284 6.61218 5.32661 5.92015 5.04846 5.31454 4.74095 4.65656 4.77291 6.55754 4.48595 4.33573 threshold=1.5267879962921145 0.31102181971073156 -1.2297213077545164 3.63657557964325 4.2956635951995858 1.0000000180025095e-35 0.13392857142857145 7.8747893248255281 1.0000000180025095e-35 1.0000000180025095e-35 0.09329338371753694 1.0000000180025095e-35 -3.2703051567077632 0.040808927605231922 0.38750000000000007 2.5403740476076084 0.43175138533115393 0.065489374101161971 15.126169668732652 0.082226582473390777 0.21596458554267886 0.2074803560972214 0.094628330320119872 0.27394616603851324 0.2526784241199494 0.45476210117340093 0.13843659311532977 5.4510622024536142 1.0000000180025095e-35 0.2361470311880112 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 9 8 7 12 10 16 18 22 -12 -1 14 -9 29 -3 -6 20 -20 21 -2 -4 -24 -18 26 -19 -28 -5 -13 right_child=1 4 5 28 17 -7 -8 13 -10 -11 11 15 -14 -15 -16 -17 24 25 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.01648793789648037 -0.0031405337765306397 0.0023655835269168718 0.027814541856176194 0.0024891390583946715 0.023470743073855976 0.0017408487424892566 -0.0048369309328171062 0.0089216266048633575 0.0062349286312876496 0.0026246889258484435 -0.0033535907781377734 -0.0051584811025429233 -0.0081515300594361823 -0.0057445513912360666 -3.1049719917091117e-05 -0.0014260527135657095 0.011307611885034624 0.0091862382420618456 0.017892055575076424 -0.018269279727132572 4.6928374237391485e-05 0.0038825794734660998 -0.0091745813558534364 -0.0037087704789476373 -0.038897912046446041 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4.35293 4.39789 4.21921 4.10978 4.10814 6.47933 4.41548 threshold=2.3910034894943242 0.17378091812133792 0.3219196498394013 0.30140350759029394 -3.0189130306243892 1.0000000180025095e-35 1.0000000180025095e-35 4.2956635951995858 0.31704913079738622 0.36600293219089514 3.4433221162344596 4.2879840090823977 0.64583333333333337 0.37499696016311651 0.37955629825592047 0.3665823638439179 0.2006943076848984 2.1720671653747563 0.021779708041473226 0.065489374101161971 1.0000000180025095e-35 0.17500799149274829 1.0000000180025095e-35 0.23611111111111113 -0.0086092171259224397 1.0000000180025095e-35 1.0000000180025095e-35 2.2742247581481938 0.64583333333333337 0.08661761507391931 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 10 -1 9 8 26 21 12 22 -12 -2 -13 -15 -5 17 20 27 -9 -17 -6 25 24 -24 -3 -4 -19 29 -29 right_child=2 3 7 15 6 -7 -8 19 -10 -11 11 13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01150294262941621 -0.00041548127790177791 -0.0039464614447573048 0.0037395860189364553 6.4815397435814858e-05 -0.0077107584746823271 0.0049601479418514621 0.00030604688377521157 0.023392198936601855 -0.0025610805192773397 0.0027835512146697993 0.0053123676780082087 -0.002646088574719443 0.0066484049688234131 0.03269571503727093 0.0021567781478243576 -0.00095856345046560162 0.011977531111637265 0.011781740617376277 0.01922071694337054 0.008325338232726593 0.0071103212054336347 -0.0041864559226016977 -0.023197486208441889 -0.0080898177527971744 0.0042231386857471036 0.015419174365229632 0.0071726005772355193 0.019143617206099341 0.033486966497865964 -0.020693026333690235 leaf_weight=239.24550848821673 1987.4687734731033 1394.6908502770675 1203.3555662299405 1285.5097043748683 810.80278942908626 631.70393059018534 219.67121714811947 18.598641717049759 486.93700652025291 876.39540056873739 199.11811322133872 816.05960760057496 95.779126101057045 5.8117278299760065 138.97605734242825 261.77425412277807 56.173856072826311 18.081214540405199 32.769537776941434 346.55267378093413 74.755353762098821 477.30053653683717 5.462472570128738 38.386702232979587 145.02930519408255 10.199402511352671 424.57087746851903 2.9873916008509758 2.9707869938574722 15.47947390086483 leaf_count=10048 55904 30710 37821 29721 18290 16425 4190 1029 9098 23628 3979 17736 3059 131 3043 4811 899 416 737 13606 1651 10041 124 919 3082 209 11945 93 70 285 internal_value=8.76009e-12 -0.00241154 0.00290977 -0.000903024 -0.0054531 0.00149912 -0.00472748 0.00545165 -0.00535041 0.0007604 -0.00210021 -0.000527445 -9.0713e-05 -0.00173764 0.0033826 0.000980284 0.00351118 0.00234785 0.00939621 0.00909275 0.000833827 -0.00640484 -0.00324489 0.000927696 0.00322784 -0.00380587 0.00463493 0.00124961 -0.00763353 -0.0142486 internal_weight=12322.6 6738.19 5584.42 4504.24 2233.96 3591.35 1994.71 1993.08 1775.04 2959.64 2753.73 1159.97 2083.25 960.847 144.788 1750.5 464.992 408.818 72.2884 365.151 336.53 1288.1 1593.77 188.878 150.492 1404.89 1627.93 39.5189 21.4377 18.4669 internal_count=313700 150283 163417 98616 51667 99016 41619 64401 37429 82591 59933 24889 58963 20910 3174 38683 8962 8063 1601 14635 6462 28331 35044 4125 3206 30919 49766 864 448 378 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=11 11 0 1 11 11 11 9 8 0 4 0 7 6 1 7 10 6 0 10 0 6 10 6 0 1 6 6 0 7 split_gain=95.1036 25.4178 23.5318 10.9591 9.83725 9.63977 8.13636 7.76199 7.09943 6.70347 6.23703 6.05393 5.59718 5.43384 5.35539 5.33335 5.09888 4.99692 4.57912 4.33647 4.33197 4.53219 4.55475 4.70364 5.35804 4.22991 4.12752 6.57302 4.28954 6.0064 threshold=1.9098676443099978 -0.79627674818038929 0.31102181971073156 1.0000000180025095e-35 3.63657557964325 4.2956635951995858 -4.3557312488555899 1.0000000180025095e-35 0.18333333333333338 0.25407753884792333 15.126169668732652 0.43175138533115393 0.23033842444419864 0.19988760352134707 1.0000000180025095e-35 0.065489374101161971 0.07311146677484627 0.30779561400413519 0.2361470311880112 0.030965390922028217 0.37036058306694036 0.48189876973629003 0.049148716629346285 0.0057538880500942477 0.37437555193901068 1.0000000180025095e-35 0.16285634040832522 0.16643700003623965 0.29696691036224371 0.23544271290302279 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 7 10 11 -1 8 -3 -8 14 13 -13 -4 17 -7 -12 -2 -5 -10 -17 22 -22 -24 -25 26 28 -28 29 -6 right_child=2 3 5 18 25 15 9 -9 19 -11 16 12 -14 -15 -16 20 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.015052318204584652 -0.0017268208193974195 -0.0044790906627509199 0.0014184144459955255 -0.0052884753187482543 -0.003823729455495624 0.023592984598955528 -0.0088527160502287587 0.0012971369304521298 -0.00051939340060598918 -0.004288479402675292 0.020000491401040241 0.011591449126443944 -0.038454942686610705 0.004469469058542232 0.0027275941598323868 0.0051957865362964352 -0.013738560578916913 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9109 3127 1254 165 82 861 5363 169 18628 1203 576 internal_value=8.63441e-12 -0.00301257 0.00231157 -0.001806 0.0008768 0.004434 -0.0065654 -0.00246228 -0.0030099 -0.00592762 -1.19339e-05 0.00370781 0.0106429 0.00337999 -0.00014329 0.00869296 0.0140987 -0.000702814 0.00196667 -0.00154157 0.00790459 0.0116132 0.0092619 0.00165481 0.00518833 0.0032775 0.00243209 0.00360659 -0.000982808 -0.00251246 internal_weight=12291.2 5336.45 6954.77 3983.59 4149.61 2805.16 1352.86 3393.3 2961.86 1258.3 3028.47 2396.53 108.171 2288.36 3000.54 408.626 27.9322 2511.13 590.293 1481.37 388.092 163.814 134.05 46.3466 40.7731 1121.14 926.19 689.163 237.027 207.253 internal_count=313700 117167 196533 83239 109199 87334 33928 70648 61655 28953 77649 70689 2349 68340 77074 16645 575 65143 12591 30666 15494 5489 4235 1108 943 31550 26187 18797 7390 6187 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 11 6 11 9 8 8 0 11 11 11 5 4 4 7 4 4 6 7 0 8 10 2 7 6 4 split_gain=92.5412 24.982 23.1175 11.0953 10.8064 9.37345 8.87953 8.03413 7.23016 6.6283 6.57634 6.18469 4.90107 4.7279 4.57787 4.46327 6.92168 4.27833 4.25112 6.47682 7.33006 4.30856 8.47431 4.22909 4.14602 4.0733 4.02665 4.01912 3.9464 4.00235 threshold=1.9098676443099978 -0.79627674818038929 0.33530995249748236 1.0000000180025095e-35 1.0000000180025095e-35 3.4651436805725102 0.37262986600399023 -3.8925398588180538 1.0000000180025095e-35 0.18333333333333338 0.64583333333333337 0.25407753884792333 5.340548276901246 3.7895874977111821 2.51878833770752 4.4551287731508555 6.6156313898353361 16.705599394648608 0.13315494358539584 6.8726822717968679 6.9050584687726806 0.18452219665050509 0.19641235470771792 0.2361470311880112 0.38750000000000007 0.014638227518892323 1.0000000180025095e-35 0.17894513159990313 0.027981450781226162 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 7 3 6 8 15 10 -1 9 -3 13 -9 17 -2 27 -4 -17 26 -11 -20 25 22 -22 -6 -23 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438.28143169530085 431.57838208050816 688.96255569404457 143.80808581341989 788.46181796565361 33.405669434680021 563.46219140240191 671.57795036870812 20.434760361793451 19.202313607936958 3.4128378860186777 463.58037516825789 1.8756328574381758 133.45336726424284 74.80191659781849 27.011585266445763 520.73883526217833 84.176580512066721 5.0891365865245461 8.0445179396047006 34.079979461424955 683.07659410370979 75.548822186010511 leaf_count=6226 61094 30989 30500 4646 1292 418 28793 10220 8993 15454 4527 17482 1440 17344 18029 505 511 69 9483 28 2420 1094 412 11299 1731 44 351 864 24566 2876 internal_value=1.34706e-11 -0.00297545 0.00228332 0.0011998 -0.00177901 0.00505167 0.000539123 -0.00650595 -0.00243158 -0.00296141 -0.000320702 -0.0057798 0.00280982 -0.000639254 0.00423168 0.0033731 0.0132697 0.00246319 -0.00154208 -4.00353e-05 0.0031972 0.00253338 0.0060013 0.00196983 -0.00096697 0.0336438 0.00235793 0.000479834 0.00762748 0.00160014 internal_weight=12259.1 5322.81 6936.3 4985.16 3975.54 1951.15 4093.2 1347.27 3386.11 2954.53 2968.97 1226.74 1124.23 2825.16 891.956 1181.32 39.6371 1090.83 1478.95 789.989 326.408 319.443 160.465 589.435 158.978 6.96477 1087.41 220.378 769.826 86.7498 internal_count=313700 117167 196533 137157 83239 59376 113618 33928 70648 61655 82965 27702 30653 78438 23539 31516 1016 29213 30666 15212 5729 5657 2832 12591 2825 72 29144 5510 27860 3294 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 9 0 0 6 8 4 4 6 6 0 11 6 4 7 0 11 6 7 11 0 4 8 4 split_gain=91.686 33.5975 22.947 14.6665 12.3981 10.8222 8.31397 8.22651 7.62638 5.95901 5.95891 5.31803 6.89019 11.2651 5.26083 6.81978 5.32057 5.07965 4.89016 5.38605 4.75016 5.86558 4.74363 4.88183 6.7537 5.60594 4.64869 4.61094 5.03658 4.63218 threshold=0.86810946464538585 1.0000000180025095e-35 2.6430628299713139 -2.3216673135757442 0.29379273951053625 0.37036058306694036 0.28996926546096807 1.0000000180025095e-35 0.24846091866493228 0.42563462257385259 0.040838092565536506 0.18333333333333338 4.2186248773804307 4.0453262590044119 0.45735916495323187 0.44509227573871618 0.11517783254384996 4.518794298171998 0.48189876973629003 8.9104595373115831 0.22877723723649981 0.22302854061126712 3.8110874891281132 -1.0000000180025095e-35 0.10409390181303026 3.8310261964797978 0.16725500673055652 8.453737289555793 0.58571428571428574 18.899495640571285 decision_type=2 2 2 2 2 2 2 2 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 7 -1 11 10 -5 8 -2 -10 27 14 13 -13 15 22 -17 -7 19 -6 21 -9 -4 -24 25 -25 -16 -3 -29 -30 right_child=1 5 4 6 18 17 -8 20 9 -11 -12 12 -14 -15 26 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31 leaf_value=-0.0093710495816866218 -0.0039191110041041739 -0.0039783995172605691 -0.0026462268431614046 -0.0049964134030667118 0.0022531579277955283 0.0086879764649515755 -0.0016491305280106963 -0.00669680254166419 -0.00087777713338754607 0.011923625689668973 0.0048717244366349929 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1.5455889545846719 leaf_count=15034 19702 4010 17269 32088 36818 6931 22960 1273 49816 625 32890 3686 15570 505 1636 22 386 1294 11351 15152 1729 8911 220 53 6918 1725 3755 540 779 52 internal_value=-4.6736e-11 0.00153873 0.00063885 -0.00438474 0.00228137 0.0052503 -0.00355151 -0.00108671 -0.00169273 -0.000672233 0.00413523 0.000614472 0.00266592 0.00788324 -0.000591465 -0.00154917 -0.0170181 0.0101946 0.00407451 0.003392 0.0023514 0.00102412 -0.00114666 0.00181662 0.00235281 0.0119639 0.00346608 -0.000916133 0.00647151 -0.00216481 internal_weight=12230.3 9053.29 7286.63 3177.05 3733.15 1766.66 2722.17 3553.48 3020.99 2071.49 1441.55 1934.68 716.251 172.839 1218.43 985.759 24.9997 325.111 1798.47 1510.87 532.492 436.675 960.759 322.826 316.147 54.4659 232.67 183.435 53.7544 28.5246 internal_count=313700 243618 197122 70082 115066 46496 55048 82056 70143 50441 38271 51745 19761 4191 31984 26593 408 8225 63321 51970 11913 10184 26185 8916 8696 1778 5391 5381 1371 831 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 8 0 4 6 6 0 9 7 6 4 7 4 4 6 8 0 11 4 0 4 8 6 11 split_gain=89.7399 33.1228 22.8947 14.1216 13.3214 10.8491 8.50137 8.13989 8.05924 7.25699 5.86282 5.81003 6.54838 5.63746 7.0083 5.44322 4.92707 6.02841 5.75407 6.00227 5.13442 4.79134 4.6498 4.55894 4.45025 5.93669 4.42653 6.31442 8.28851 5.59315 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 -2.3216673135757442 0.25718426704406744 0.37036058306694036 0.3546332865953446 0.23611111111111113 0.28996926546096807 3.620247068523311 0.040838092565536506 0.45476210117340093 0.42563462257385259 1.0000000180025095e-35 0.22877723723649981 0.23421676456928256 3.9965377525216632 0.2135785445570946 4.3737294235846038 5.4987635212918056 0.33492927253246313 0.64583333333333337 0.28740626573562628 4.147409439086915 11.998147642777623 0.22170805186033252 8.7603777016451136 0.2678571428571429 0.0057538880500942477 2.6745482683181767 decision_type=2 2 2 2 2 2 2 2 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 22 7 10 21 13 -5 -9 -3 12 26 -2 -15 -14 -11 -18 20 -20 -19 -4 -1 -7 25 -21 -6 28 -28 -29 right_child=1 5 6 8 11 23 -8 9 -10 16 -12 -13 15 14 -16 -17 17 18 19 24 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.01165594513177938 -0.0044735390914788457 -0.0009431783353134488 0.0020240514104267579 -0.0049514199971549292 -0.00059767857888900697 0.0083344162997764058 0.0075603142491706314 0.0083075754739252317 -0.0016521276660116614 -0.014634853001678823 0.004827002635110619 0.0037194484305012442 0.017687620887330512 -0.0037406098492487288 0.0075233970541466388 0.00042897018708284036 -0.0017106184109293287 0.046091938771260527 -0.013180828437315675 0.0033982356270088731 0.012091545660891727 0.0088192580495593774 -0.0054144246000912164 0.017053015239649891 -0.037496030987552546 0.029335245021547187 -0.031470909944304785 -0.00042384663738076077 0.031237003755015435 0.0051867349037527065 leaf_weight=278.22517105274892 1131.4980504364503 181.36379482987104 1341.509586758244 1541.9029738814133 2265.2473748613993 254.970032170997 376.35621772659215 92.548400503874291 1173.4489995571421 22.278367431717925 1255.9267366463646 508.12389102930319 35.076061721425503 119.73283419880318 85.008281410191557 30.967236882366706 391.42471846262924 5.4144911451730904 15.829403852490939 28.340783306106459 15.271914119832216 100.37633579203975 174.98411875277088 68.473416461143643 1.8058238811790932 11.034713791508691 2.2398111403454086 417.92812901205616 12.395661156158893 259.02335116095492 leaf_count=9662 25591 5381 40968 32088 62658 6258 13866 1895 22960 401 32890 14083 790 2522 1677 581 8450 60 480 619 193 4461 5372 1967 28 277 38 9623 137 7724 internal_value=-1.53589e-11 0.00152419 0.000629995 -0.00434384 -0.000342347 0.00521601 0.00354513 -0.00235342 -0.00352562 0.000601283 0.0040989 0.000751291 0.000252365 -0.00364465 0.000936193 0.00959516 -0.000850091 -0.000195459 0.00743765 0.00251986 0.0209909 0.0024971 -0.00924609 0.0101802 0.00855493 0.0106669 4.36861e-05 0.00214443 0.0216402 0.00172294 internal_weight=12198.7 9030.17 7269.43 3168.56 5451.19 1760.73 1818.24 1920.19 2715.35 583.949 1437.29 3531 3022.88 1336.24 204.741 66.0433 491.4 469.122 77.6971 57.0107 20.6864 1441.89 453.209 323.443 41.1813 39.3755 2956.83 691.587 14.6355 676.951 internal_count=313700 243618 197122 70082 137827 46496 59295 42193 55048 12403 38271 95634 81551 29790 4199 1371 10508 10107 1657 1404 253 45429 15034 8225 924 896 80180 17522 175 17347 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=11 11 0 11 1 11 1 8 11 0 6 4 0 7 8 0 0 6 6 6 9 10 6 6 10 10 10 11 10 7 split_gain=87.7929 24.172 22.4265 11.1484 10.2813 8.19142 8.02567 7.09429 6.68934 6.39315 5.84634 5.68372 4.85349 4.83798 6.39106 4.77464 4.23363 5.16346 4.20594 5.7554 5.23752 5.0609 5.37221 7.45098 5.68049 4.72964 4.34566 4.92872 4.52228 4.31836 threshold=1.9098676443099978 -0.55156993865966786 0.29507648944854742 3.7104678153991704 1.0000000180025095e-35 -3.8925398588180538 1.0000000180025095e-35 0.18333333333333338 3.49814784526825 0.31102181971073156 0.50447744131088268 6.1999329507481198 0.45210778713226324 0.14292877912521365 0.29285714285714287 0.29568658769130712 0.26925072073936468 0.24675004184246066 0.34966887533664709 0.41417650878429418 1.0000000180025095e-35 0.037698860711195444 0.50109314918518078 0.52206951379776012 0.0018024068203685852 0.018041214339159065 0.0065659787878686879 3.7104678153991704 0.0066924847067415536 0.053649526089429862 decision_type=2 2 2 2 2 2 2 2 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 8 6 7 -1 -4 12 13 -7 -9 -5 16 -2 -15 -13 17 -3 20 26 29 22 -21 24 -24 -26 27 -20 -28 -10 right_child=2 4 3 11 -6 9 -8 10 18 -11 -12 15 -14 14 -16 -17 -18 -19 19 21 -22 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-0.013642045639394281 -0.001733942765446808 -0.0073954228081938647 0.0018847600806822125 0.0045249193822300155 0.0021219253887491485 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0.74187304452061553 111.89600915758638 8.9924283528234792 5.8685255174059412 1.2329752962104965 29.564632035675459 105.03919014334679 615.10661644606625 leaf_count=6226 30282 10187 53673 19431 12192 23099 16156 30998 750 8520 2985 73 19 22076 7771 17365 13543 9398 175 2255 1606 1846 6 2449 233 116 10 712 2183 17365 internal_value=-2.41045e-11 -0.00290894 0.00223172 0.00397804 -0.00161847 -0.00609945 0.00288822 -0.00227604 0.000553548 -0.00545712 -0.000881721 0.00670587 -0.0037072 -0.000335002 0.000959385 0.00914024 -0.00375978 -0.00504117 0.00248274 0.00486435 0.00104763 0.0023012 0.000475781 0.00455523 0.0239766 0.028021 0.00971722 0.0184744 0.00661419 0.00183536 internal_weight=12171 5283.82 6887.19 3375.07 3762.15 1521.68 2411.59 3199.64 3512.12 1402.26 1620.69 963.482 1578.96 2404.6 1248.97 455.289 1577.38 939.06 1107.52 416.433 691.084 272.504 227.209 127.499 15.6028 14.861 143.929 37.6566 106.272 633.456 internal_count=313700 117167 196533 106698 79322 37845 69829 67130 89835 31619 33983 36869 33147 60129 29847 17438 33128 19585 29706 9985 19721 6905 5059 2804 355 349 3080 887 2193 18115 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 9 0 6 6 8 4 4 0 8 8 0 11 7 11 10 0 7 6 6 11 6 4 11 split_gain=86.5555 32.2783 22.0195 13.7053 11.8315 10.1465 8.37414 7.92597 7.23849 6.01717 5.74883 5.16369 6.54511 9.46319 5.07055 6.21268 5.01425 5.00406 4.82583 5.07217 4.60659 4.55467 4.53021 8.82548 4.46399 5.59169 4.25938 4.45613 4.23835 4.23586 threshold=0.86810946464538585 1.0000000180025095e-35 2.6430628299713139 -1.9431035518646238 0.28805974125862127 0.37036058306694036 0.28996926546096807 1.0000000180025095e-35 0.24846091866493228 0.48189876973629003 0.040838092565536506 0.23611111111111113 4.2186248773804307 4.0453262590044119 0.26992422342300421 0.64583333333333337 0.13392857142857145 0.42563462257385259 -5.5399577617645255 0.13487846404314044 3.49814784526825 6.9515980236634092e-05 0.42004290223121649 0.10948095470666887 0.50109314918518078 0.52206951379776012 3.4806373119354252 0.065237782895565047 9.0842563245163319 3.8110874891281132 decision_type=2 2 2 2 2 2 2 2 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 7 16 11 10 -5 8 -2 -6 28 20 13 -13 15 -14 18 -10 -1 -20 -4 -22 -8 -24 -23 29 -12 -28 -3 -26 right_child=1 5 4 6 9 -7 22 -9 17 -11 26 12 14 -15 -16 -17 -18 -19 19 -21 21 24 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.023185572874778217 -0.0038562646177844975 -0.0035133114339808099 -0.0025259715998919761 -0.0048132542763635478 0.0031594114245088695 0.0099705167774394865 -0.0016731118323931639 0.0022996123389342699 -0.00086999205717682945 0.007815242539548994 0.0036811382306283788 0.0046849331885700533 0.0013667855843321427 0.02442316804241217 -0.0037828379969755211 0.013424884617347871 -0.005487177287989151 0.01089146893814312 -0.016983314538627264 -0.0076282366046959808 0.03695972051815874 -0.00017684315329775661 -0.027626371959081599 0.015725693991713332 0.049524998046408149 0.0042833760209389895 0.027921680371372135 0.0070008867768381004 0.0072651292417050652 0.011372345326475752 leaf_weight=26.240151076111943 941.44438334675988 137.27353494509589 593.22790059920226 1422.1186620052176 1601.2601469136644 321.23442306532525 1068.4680015393023 530.90397422254682 2027.4029791243738 296.01127636239107 891.86284438455186 122.14362316118786 271.31810065549507 26.626088668359444 139.95822873899306 44.806743886590993 304.60093788814265 33.088175505923573 67.576816288958071 228.64337167944177 3.1871683921199283 499.68935698584346 4.9433206897228947 29.137593448976986 4.4489329194184375 93.64276804747351 9.4091870072588772 350.39523119133082 43.15697360271588 6.3672689143568277 leaf_count=1806 19702 4227 15852 29781 55397 8225 21009 11913 49816 11790 21691 3033 6848 444 4521 1555 7937 625 2383 6681 91 13181 105 380 85 2091 278 10921 1154 178 internal_value=5.62691e-12 0.00149993 0.000614974 -0.00427786 0.00223154 0.0051519 -0.00329194 -0.00107931 -0.00167689 0.00388581 0.00407104 0.000493101 0.00275348 0.00821759 0.000971138 0.00307587 -0.00824739 -0.000681122 -0.0108547 -0.00976241 -0.000645693 0.00119091 -0.00132967 0.00943762 0.00100221 0.00664233 0.0047927 0.00754798 -0.000935228 0.0270653 internal_weight=12140.6 8988.86 7235.53 3151.73 3702.69 1753.33 2524.67 3532.84 3001.94 1897.27 1432.1 1805.42 604.853 148.77 456.083 316.125 627.061 2060.49 322.46 296.22 1200.56 607.335 1102.55 34.0809 604.148 104.459 1251.67 359.804 180.431 10.8162 internal_count=313700 243618 197122 70082 115066 46496 51275 82056 70143 67187 38271 47879 16401 3477 12924 8403 18807 50441 10870 9064 31478 15626 21494 485 15535 2354 32890 11199 5381 263 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 1 1 0 0 4 4 4 6 1 0 8 11 0 0 1 9 0 7 10 0 11 0 11 4 split_gain=85.2973 33.2622 15.5203 14.346 10.8763 8.57989 6.75926 6.48269 5.35532 5.18811 5.11394 6.46808 6.14393 5.07637 4.69752 5.11825 5.65593 5.10387 4.78261 4.62872 4.62769 4.69225 5.77908 4.60867 5.20229 4.83692 4.52041 4.46224 4.38349 5.13053 threshold=0.43509620428085333 2.7666904926300053 0.28870338201522833 0.30267301201820379 -2.8060469627380367 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.31636977195739752 0.45210778713226324 3.3587751318306944 4.2186248773804307 4.1246304637071782 0.45476210117340093 1.0000000180025095e-35 0.26992422342300421 0.43650793650793657 2.9704685211181645 0.28675146400928503 0.29063823819160467 1.0000000180025095e-35 1.0000000180025095e-35 0.25718426704406744 0.2006943076848984 0.0020432822745346528 0.22302854061126712 5.998493194580079 0.31036363542079931 3.7284773588180546 6.1999329507481198 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 10 20 -1 13 8 -5 -6 26 -3 12 -12 28 15 16 -13 -18 -16 -15 21 22 -2 25 -25 -23 -7 -21 -4 -30 right_child=1 2 5 7 6 9 -8 -9 -10 -11 11 14 -14 19 18 -17 17 -19 -20 27 -22 23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.010548844522051497 -0.0037841556645501801 0.00018571821683695445 0.0016369307811701708 0.00075229570728120696 -0.0058020091454809514 0.0073029811578455527 0.00036550011099441775 0.004826406739804002 -0.0023135734107898871 0.030611355268403043 0.0057632440208224165 0.00018015154806600065 0.021084376957124278 0.037416472625726331 0.0096831682173818372 -0.0040824211969950272 -0.0069270611597893918 0.012168063207341651 -0.022819365085708681 -0.00098107451961073201 0.0012635502524903093 -0.011831743226488504 -0.00083046599540079603 -0.014386668313998648 0.0062794998331660388 0.00041713424186910254 0.029757188966825186 0.0082888087539077955 0.0025141756417430801 0.0082506387509427917 leaf_weight=276.20165210287814 1361.2151784100715 1308.4600952201217 836.39020003047335 1624.4507070402251 1422.7342858409847 592.08782563478599 254.35235829120211 448.56855126065784 548.85736593043839 8.9565105406800267 97.912931175291305 213.86625705436745 31.018992165802047 4.4791696174652307 87.086785514082294 138.89325896730588 15.046644348069092 77.408277874084888 4.2744743147632098 56.297088306673686 447.37466151314948 36.633536688401364 1060.7482660193054 11.794194328598676 155.49666362788412 139.51258506055456 8.1805870286189002 275.16983160645759 317.3790120816775 251.52059443317194 leaf_count=11312 28847 34352 27410 37862 31252 18442 4905 10979 10317 149 2370 5318 512 158 1939 4647 417 2514 96 2030 10404 705 26842 215 2871 3454 353 11249 11943 9836 internal_value=1.01075e-11 0.00128459 0.00323587 -0.000311803 -0.00493384 0.0048829 -0.00423711 0.00163387 -0.00483089 0.00794716 0.00127471 0.00341579 0.00944927 0.00381077 0.00196603 0.000694468 0.00286042 0.00906041 0.00816249 0.00712374 -0.00156723 -0.00202518 -0.00249053 0.00125647 0.00482251 -0.00213029 0.00760899 0.00671439 0.00301878 0.00505037 internal_weight=12112.4 9610.22 4324.43 5285.79 2502.15 2350.46 2225.94 2073.02 1971.59 609.225 1973.97 665.508 128.932 1741.24 536.576 445.214 306.321 92.4549 91.3613 335.946 3212.78 2765.4 2421.96 343.437 167.291 176.146 600.268 331.467 1405.29 568.9 internal_count=313700 255914 133735 122179 57786 81570 46474 48841 41569 18944 52165 17813 2882 62626 14931 12896 8249 2931 2035 13437 73338 62934 55689 7245 3086 4159 18795 13279 49189 21779 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 6 11 6 11 0 11 8 4 7 0 7 5 8 4 5 11 11 5 1 8 0 10 0 7 0 split_gain=83.4537 25.9749 21.6293 12.3433 9.31051 7.96307 7.78282 6.9715 6.619 5.91221 5.46232 5.39259 5.18204 9.7542 4.84645 6.49585 4.68268 4.65485 6.40801 5.20125 4.65241 4.61842 5.12838 4.4489 4.99979 4.42143 4.6249 4.32388 4.30996 4.63633 threshold=2.0831813812255864 -0.55156993865966786 0.33937859535217291 1.0000000180025095e-35 1.0000000180025095e-35 0.37262986600399023 -3.8925398588180538 0.50447744131088268 4.147409439086915 0.31102181971073156 5.340548276901246 0.18333333333333338 6.7948908804122405 0.13315494358539584 0.42563462257385259 0.22877723723649981 1.0000000180025095e-35 0.58571428571428574 8.1972073343732053 5.6498479953378071 2.6430628299713139 3.7481241226196294 4.9439540817927217 1.0000000180025095e-35 0.38750000000000007 0.37036058306694036 0.093656280605195277 0.44009289145469671 0.21489399671554568 0.16306325793266299 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 11 -1 12 14 -8 -7 -2 -3 -14 -4 21 -10 18 27 -19 -13 -16 -23 -11 -25 26 -6 -9 -22 -30 right_child=2 4 8 -5 25 10 9 17 16 23 -12 20 13 -15 15 -17 -18 19 -20 -21 28 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.013423942178155639 -0.0015272771820559316 -0.0031434648904413429 0.0037476427753941224 0.0045697340069346965 0.0016753456622812461 0.0023982836280646105 -0.0066618429603223272 0.0011278276091024068 0.0075939885278232845 -0.00329513093655639 0.014633815196362943 -0.001514008595063026 -0.0036248505475882787 0.0031509128696911343 0.0089516249892899642 -0.037418726742166168 0.017776353791660027 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26407 451 14 433 188 1506 686 42 333 1314 internal_value=-1.52646e-12 -0.00263533 0.00235862 0.00131262 -0.00142166 0.000586043 -0.00601043 -0.00202313 0.00527717 -0.00538448 0.00278685 -0.000262423 -0.00246618 -0.000312973 0.00432247 0.00999372 0.00898607 0.00196202 0.00272254 -0.0135312 0.00112276 0.0109951 0.027863 -0.00239174 0.008253 0.00189733 0.00102266 0.00147557 0.00232383 0.01003 internal_weight=12083.6 5707.01 6376.54 4694.16 4197.58 3838.01 1509.43 3553.6 1682.38 1391.9 1067.93 2770.07 3198.06 765.238 1337.98 123.135 344.404 355.547 338.911 16.6362 1322.15 120.588 13.0303 416.376 32.5723 643.982 573.035 310.535 908.374 60.9376 internal_count=313700 128144 185556 132803 90299 109729 37845 76049 52753 31619 30082 79647 68720 15249 39275 2795 13478 7329 7021 308 38717 2750 465 8520 621 14250 12744 6473 28054 1647 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 0 8 4 6 7 6 4 6 10 4 7 4 6 6 11 11 11 6 6 0 7 6 11 split_gain=82.2527 31.0701 20.7708 13.0965 12.5336 9.49417 7.83583 7.61114 6.83873 7.32169 5.82291 5.48424 5.39746 5.38549 4.87274 4.76011 5.6425 4.5587 5.3587 6.22503 5.72521 4.50107 4.48315 4.37405 4.16423 6.45425 6.40958 4.37632 6.00202 6.60829 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 -2.3216673135757442 0.25718426704406744 0.37437555193901068 0.3546332865953446 0.28996926546096807 0.23611111111111113 3.620247068523311 0.48556268215179449 0.16731407493352893 0.040838092565536506 8.7603777016451136 0.11894121766090394 0.068559881613479604 3.9965377525216632 0.21489399671554568 4.3737294235846038 0.33492927253246313 0.12524849921464923 -6.4826273918151847 1.1197132468223574 4.9189181327819833 0.36806455254554754 0.37955629825592047 0.24591194838285449 0.053649526089429862 0.027981450781226162 5.5944023132324228 decision_type=2 2 2 2 2 2 2 2 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 21 8 12 24 -5 11 -10 13 -2 -3 14 -6 16 -11 -18 19 -19 22 -1 -20 -14 27 26 -26 28 -4 -30 right_child=1 5 6 7 10 -7 -8 -9 9 15 -12 -13 23 -15 -16 -17 17 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.024277385332169735 -0.005643317784342454 -0.00076631215205525489 -0.01940308376305826 -0.004793468519399862 -0.0025716753539833707 0.0099907603038282139 0.0072780823263097595 -0.00156846218019321 0.0081924598061526282 -0.015511555587051286 0.0041705084580425308 -0.0017512497536356806 0.0043797912649501027 0.0025238034199512312 0.00045095027072862158 -0.010390537923502786 -0.000787096873543677 0.046916327533727056 -0.029115753017478856 0.010237795961148783 -0.0031601621857468044 -0.0083569383209208172 0.027099709297172911 0.012920925577309526 0.030919251569053407 0.0036429166322765297 0.0055280349155651465 0.00084386544616945236 0.02305935119363077 -0.050025701356783074 leaf_weight=16.601269849867094 589.35642523420302 181.85154578639776 4.2958150096237686 1519.5520490422059 669.67457223066594 292.69250125510735 370.6055047485097 1162.4517618544996 91.826589656353462 20.393397059116978 393.00578503595898 728.72033016253408 1209.5557027587747 742.40007518301718 1694.797463866631 44.552545767277479 347.18353735737037 5.7309414583724019 1.4503328828141082 15.235748962964861 40.055602990352781 428.88723607313295 10.669367873284498 56.48277674842393 16.08485729910899 456.44345418735611 20.164577395946253 903.18706711507275 21.489673469797712 1.1743040629662562 leaf_count=1246 13518 5475 186 32088 19515 7399 13866 22960 1895 367 11050 16272 31490 18786 46283 1065 7557 58 14 191 1008 13788 248 2132 301 14283 628 29059 952 20 internal_value=-1.08327e-11 0.00146649 0.000595692 -0.00418687 -0.000334077 0.00506283 0.00339263 -0.00339567 -0.00229908 0.000424438 0.000729965 -0.00349152 0.00406665 0.000294752 -0.000405129 -0.00104548 -0.000100786 0.000646916 0.00745375 0.0202633 0.00230621 -0.00895022 0.0203726 0.00476084 0.00238059 0.00461056 0.0167948 0.00119939 0.0131099 0.0192725 internal_weight=12056.6 8929.08 7188.5 3127.49 5395.05 1740.58 1793.45 2682 1895.17 577.098 3499.88 1318.08 1447.89 3106.87 2364.47 485.271 440.719 420.326 73.142 20.9667 52.1753 445.489 12.1197 1266.04 1422.84 492.693 36.2494 930.147 26.9598 22.664 internal_count=313700 243618 197122 70082 137827 46496 59295 55048 42193 12403 95634 29790 39097 84584 65798 10508 9443 9076 1519 249 1270 15034 262 33622 45429 15212 929 30217 1158 972 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 0 1 1 6 1 11 0 4 4 4 1 10 0 7 11 0 11 4 4 10 11 5 6 0 split_gain=80.8512 31.1659 14.9746 13.338 10.3881 8.19907 6.74669 5.55002 5.32269 4.71583 5.44087 4.68174 4.50659 4.47673 7.01202 5.8102 4.89916 4.69728 4.41128 5.04139 5.63336 5.03507 5.05906 4.36168 4.32537 6.04354 4.26821 4.15283 4.0975 4.0733 threshold=0.48261085152626043 2.7666904926300053 0.29318770766258245 0.30140350759029394 -2.8060469627380367 1.0000000180025095e-35 0.25018066167831426 1.0000000180025095e-35 1.0000000180025095e-35 0.15612979978322986 1.0000000180025095e-35 0.7889399826526643 0.45210778713226324 3.4051711981388286 4.2186248773804307 4.1246304637071782 1.0000000180025095e-35 0.18551583916231176 0.3665823638439179 0.2006943076848984 2.1720671653747563 0.39709493517875677 2.4542512893676762 3.620247068523311 7.846352816104317 0.029117805755401797 5.998493194580079 5.8375015455402322 0.48556268215179449 0.26992422342300421 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 13 9 -1 28 -6 18 -8 24 -11 -12 26 -3 15 23 29 -17 -5 20 -20 -21 -23 -15 -2 -26 -7 -9 -4 -16 right_child=1 2 5 7 6 12 8 27 -10 10 11 -13 -14 14 16 17 -18 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010277031912335576 -0.0039806436323391436 0.00030985641047128344 0.0031499109463424429 -0.00021417800991166877 -0.0064538149732417255 0.0073024874837019429 -0.0036417475581005214 0.0042411540455331003 0.0015817171933573042 -0.0012662883334169318 -0.012422743722727022 0.0044982137057069651 0.029536428311756811 0.01402817332626395 0.0026661248067598974 0.022891946702898743 0.0078077607307208263 -0.044547004108682384 -0.00090638277201409996 0.01930080612222906 0.0063634289710634813 0.0082940579808219762 -0.025571491550047287 0.0010384263411467693 0.0044080841378813761 -0.0082030348444088463 0.02949976498910116 0.03427731074081667 0.0072899358926888647 -0.0030814761036272189 leaf_weight=273.02921882749069 900.96830243076693 1352.7066418170998 1394.7005501724252 1174.8440516027404 732.39610882264242 565.02364236269932 1337.234825181542 445.63952184440859 202.10815643595561 1780.2014263316523 15.694019191898404 236.23459079375971 8.5614662735024449 37.55047346255742 304.16208518778149 30.294402858708057 102.08861554873874 0.9589633047580709 233.99226393315985 32.681435882812366 162.59079581823607 18.946165669709448 5.0224761702120295 61.15077664560522 131.8431652856525 46.178812508063857 7.9053847413742906 4.1817132281139484 254.40298858843744 174.71786276559578 leaf_count=11312 22964 36259 49273 29375 15473 17769 28265 11050 3951 39023 365 5393 149 748 8249 519 2339 10 4443 578 3568 273 74 1593 2631 1172 345 55 10597 5885 internal_value=9.50459e-12 0.00127413 0.00316466 -0.000290396 -0.00474812 0.00486862 -0.00408363 0.00157071 -0.00295593 -0.00153342 -0.000682327 0.00344411 0.00793162 0.00132282 0.00325024 0.00954983 0.00184111 0.0208227 0.000755744 0.00326992 0.00207409 0.0116414 0.00119775 0.00598032 -0.00313633 0.00113677 0.00760877 0.00452038 0.00378858 0.00056913 internal_weight=12028 9483.24 4294.22 5189.02 2544.77 2230.59 2271.74 2077.9 1539.34 3111.12 2032.13 251.929 581.49 2063.63 710.923 129.955 580.969 31.2534 1628.08 453.233 396.583 56.6501 23.9686 98.7013 1078.99 178.022 572.929 449.821 1649.1 478.88 internal_count=313700 254699 133735 120964 59001 78133 47689 49416 32216 71548 44781 5758 18263 55602 19343 2870 16473 529 38311 8936 8011 925 347 2341 26767 3803 18114 11105 59870 14134 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 6 11 9 11 8 0 8 7 4 4 4 6 5 4 11 6 0 10 0 6 6 7 0 10 10 split_gain=79.8535 24.5281 20.4436 11.6366 8.84715 7.16241 6.89611 6.81552 6.24524 5.57764 5.54126 5.28278 4.8767 6.46046 6.34791 4.4045 4.18064 3.92897 4.57565 3.89488 6.71179 4.94623 6.13096 4.00534 6.27906 6.15943 5.00099 3.95802 3.94415 3.86378 threshold=2.0831813812255864 -0.79627674818038929 0.33937859535217291 1.0000000180025095e-35 1.0000000180025095e-35 0.37262986600399023 -3.8925398588180538 1.0000000180025095e-35 3.4651436805725102 0.18333333333333338 0.25407753884792333 0.43650793650793657 0.13315494358539584 6.8726822717968679 6.9050584687726806 11.024082194194131 0.45123457908630377 4.4551287731508555 6.6156313898353361 3.0456557273864751 0.37955629825592047 0.23279571533203128 0.0017196161543546753 0.24765511602163318 0.49705748260021215 0.45123457908630377 0.24242554605007174 0.31036363542079931 0.0037485191801094335 0.0045677397709011922 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 11 -1 9 17 -3 -8 -2 -11 -14 29 19 -9 -4 -19 23 21 22 -21 24 25 26 -7 -22 -28 -15 right_child=2 4 8 -5 -6 15 10 16 -10 12 -12 -13 13 14 -16 -17 -18 18 -20 20 27 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.013159157893967693 -0.00075867919146096129 -0.003833541891870359 0.0032474500281351446 0.004465377749071517 0.0017065859793137161 -0.0079711980734142058 -0.0082315189919240708 -0.0019492564822594872 0.0073222726505637967 -0.0030788000409806018 -0.0039801355104683248 0.0029956814976540964 -0.0019868032134275036 -0.027450117647232812 0.0027266797284199286 0.013412294802968856 0.0036859943938144296 0.0025429291054783762 0.025027926750511777 -0.053698844154786964 0.0020738700562493149 0.0083162084629996511 0.041017863987337304 0.0027983441443098322 0.0027460042966969606 -0.021219845229755611 -0.016780571850897479 0.0086674535165820604 0.017973168904196611 0.039671144088721876 leaf_weight=115.97475678977207 2356.1630436984115 1590.2554840687508 936.19044860205759 851.74280308691596 657.06194203085761 62.111197304329835 429.26834591678926 208.62077998329187 700.43178568865551 761.31061115582997 772.41915573208826 393.67149058304312 498.58578195421433 0.88099270453676481 350.94464189858991 33.336346668424085 274.22939792516991 16.205068695126101 16.377220285328804 0.6571221267804529 476.99517051615112 16.12847543542739 9.6089513456681726 231.59559319048276 90.144274445134215 24.513420860719634 3.7669230313040343 98.930323363660136 13.371057750409816 6.2305413577705622 leaf_count=6226 67490 34442 25904 23074 14649 1197 10220 4336 25983 17696 17482 12157 10584 20 6428 1224 6002 421 445 8 12880 442 212 6980 2020 488 69 4284 278 59 internal_value=-9.61885e-12 -0.00258736 0.00231516 0.00129524 -0.00150075 0.000586723 -0.00617305 -0.0020717 0.00516418 -0.00257182 -0.00549882 -0.000221198 -0.00133169 0.000220992 0.0032953 0.00268033 0.00125122 0.00360387 0.0138448 0.00233225 0.00388445 0.0186773 0.0349551 0.000135036 -0.00304593 -0.00807769 -0.00401255 0.00320649 0.0103343 0.031356 internal_weight=11997.7 5665.78 6331.94 4662.74 4348.12 3810.99 1317.66 3691.06 1669.2 3208.21 1201.69 2749.83 1617.95 856.642 358.056 1061.16 482.85 968.773 32.5823 1027.82 602.32 26.3945 10.2661 425.502 193.907 103.763 79.2492 575.925 17.138 7.11153 internal_count=313700 128144 185556 132803 94216 109729 33928 79567 52753 69229 27702 79647 34787 17091 6507 30082 10338 26770 866 28858 17826 662 220 11032 4052 2032 1544 17164 347 79 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 7 6 0 4 6 0 6 9 10 0 6 11 6 6 8 10 6 0 11 6 7 10 0 split_gain=78.7524 25.9204 17.4878 14.895 11.5115 8.23204 7.26814 6.56307 8.41224 6.31205 5.98222 5.79343 5.51152 5.35157 5.35109 6.08144 5.15593 5.67765 5.01433 4.93819 4.88799 4.83637 5.06453 4.73447 4.63302 4.35198 4.27549 4.5956 4.24194 4.11702 threshold=1.1536204218864443 1.0000000180025095e-35 3.49814784526825 -1.616288900375366 0.25718426704406744 0.37437555193901068 0.3546332865953446 0.2074803560972214 0.09835804253816606 0.26852519810199743 3.5974275744411117 0.48556268215179449 0.3526489138603211 0.20524924993515017 1.0000000180025095e-35 0.0022211155518232499 0.42563462257385259 0.2413468807935715 -4.3557312488555899 0.65192043781280529 0.17772490531206134 0.15476190476190479 0.088376586915257974 0.35450923442840582 0.24931013584136966 2.4064546823501591 0.16456714272499087 0.18322230130434039 0.0091961361676489179 0.45210778713226324 decision_type=2 2 2 2 2 2 2 2 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 12 7 25 -4 13 10 23 -9 16 18 20 19 -16 -6 29 -1 -10 26 -15 -23 -5 -17 -3 -2 -28 -21 -18 right_child=1 5 6 9 11 -7 -8 8 14 -11 -12 -13 -14 21 15 24 17 -19 -20 28 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.015330421392145403 -0.005181541365431001 0.0016338757420883657 0.0023329493833419059 -0.005470246210700574 0.00025321428572829528 0.0096050679671735775 0.0070639814836442908 0.0050032168163536075 -0.001840852220829918 -0.0014862371269319492 0.025624200368095207 0.0044668302224582712 -4.6849860562843748e-05 -0.0033181933194319827 -0.014641014633626659 0.0063750216654089231 0.02358509596503618 -0.00035437229055942178 -0.0073471202225260874 -0.025998971609235477 -0.012239045102555005 0.0037690734410314648 -0.01369455229218563 -0.0011421122250899014 -0.029297797733844982 0.0051964323721808686 0.0009825145785665422 0.030440306306511032 -0.0024835363193283074 -0.0005908165950124824 leaf_weight=80.056982794762007 449.59959283436183 466.50618892921557 1412.3834776158637 886.81082086675451 2794.0909529808596 283.35663623380242 368.49938984928303 42.49028364689002 285.09561207538354 1624.8521369633236 18.036006602051202 363.7508690971008 82.055386773543432 405.51353706925875 14.765558891696854 143.1910163276043 24.882414242660161 31.332543437136337 612.99132098484552 14.889264134137195 82.247685521666426 185.72439122846117 16.253545336308889 305.93556240374164 3.3533997607009942 911.7686481511555 35.452170393778943 5.5066748375538728 12.873166849429252 8.5069945969153178 leaf_count=4605 11192 11497 45429 18733 78389 7288 13866 1450 6186 33024 355 10457 1934 8785 300 2905 576 610 16005 287 1808 4185 379 5695 79 26284 751 115 343 188 internal_value=-7.57103e-12 0.0015931 0.000763341 -0.00371594 -0.000155874 0.00494804 0.00331189 -0.00214151 0.000615804 -0.0027028 0.011148 0.000900849 -0.00739885 -0.00339062 -0.000728602 0.00370973 0.000447119 0.0088181 -0.00826931 -0.00301701 -0.00547095 -0.00142907 0.00236374 -0.00436009 0.00555871 0.00399061 -0.0043362 0.00494294 -0.0150951 0.0174255 internal_weight=11972.8 8380.07 6718.44 3592.7 4937.56 1661.63 1780.88 1714.99 534.694 2817.6 60.5263 3222.56 775.104 1180.3 474.168 161.31 2858.81 64.722 693.048 312.858 572.806 607.491 201.978 1192.75 146.544 1378.27 490.558 40.9588 27.7624 33.3894 internal_count=313700 233704 188635 79996 129340 45069 59295 39120 11905 57452 1805 90220 22544 27215 10100 3284 79763 1374 20610 6816 13866 13349 4564 24428 2984 37781 12058 866 630 764 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 6 11 11 8 0 0 4 11 6 4 7 5 4 11 0 6 0 4 4 5 4 11 10 2 1 split_gain=77.8035 21.5353 19.4699 9.32152 9.07942 8.26734 7.75998 7.06218 6.45135 5.63469 5.54752 5.45192 4.92475 4.88836 4.53644 5.75014 4.49659 5.4494 4.429 3.99162 4.13392 3.95452 3.92893 4.84038 3.83468 4.30551 3.73303 3.71962 3.612 3.53605 threshold=1.9098676443099978 -0.55156993865966786 0.33530995249748236 1.0000000180025095e-35 1.0000000180025095e-35 0.37262986600399023 3.4651436805725102 -3.8925398588180538 0.18333333333333338 0.45210778713226324 0.31102181971073156 15.126169668732652 3.9215952157974248 0.50447744131088268 11.024082194194131 0.23237928748130801 4.4551287731508555 6.6156313898353361 2.51878833770752 0.26925072073936468 0.24675004184246066 0.19100366532802585 18.245816133915071 14.445559122098148 5.8842645745456439 3.0531061291837633 2.2742247581481938 0.10782899131277014 1.0000000180025095e-35 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 7 4 8 5 11 16 -1 9 19 -9 12 27 -10 28 -16 -4 24 -6 20 -3 -5 23 29 25 -18 -27 -2 -7 -12 right_child=2 3 6 21 18 14 -8 10 13 -11 22 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.012969458422573021 -0.00077812131123210942 -0.006996226646840676 0.002810971655451318 -0.012645034868107606 0.00014968124050078273 0.0022450006125727491 0.0070863367467796376 -0.0064610960338382026 -0.0013424253150480757 0.048819834236487364 -0.0030250076611831422 0.010341286499035988 0.0023087897561613834 0.0045253517463503265 0.017572524077047225 -0.027866223425321381 0.041637803695743276 0.025040089731925792 0.0051043845010423448 -0.0017646112612129602 -0.0029680182614458595 0.0025068024134388051 0.020425794661978681 -0.024220289343906545 -0.020974020404450833 -0.027335744897955601 0.01157868429672114 -0.0063210442856507258 0.023201755082027927 0.0073392758979309294 leaf_weight=114.45251109974924 2267.2686048801665 433.54232004396908 1114.4734720495762 15.966261750203556 215.46361347704078 1053.2536384383566 744.22539914970912 962.75753037407412 1453.8770827595472 1.8472392940893758 364.68354092311347 42.450351375155151 472.34302467772204 140.09121661400422 29.847520195762627 2.7362886419286943 3.0460224878042963 18.381656813289737 658.97171388518473 628.75506326941104 486.67671497288393 533.88535549234075 6.7325027131009838 9.1776909939944726 4.8114929940202265 2.9875022207852444 8.6204894094262254 114.45972750479996 7.4542600189161012 32.246341975667747 leaf_count=6226 62526 10187 30500 314 5510 29126 27860 23099 30998 19 7629 1225 15649 2985 1119 46 91 511 18029 13543 9398 11878 85 188 109 62 243 3565 362 618 internal_value=-3.03768e-11 -0.00276475 0.00212022 -0.00153689 0.00111496 0.000508187 0.0046985 -0.00580929 -0.00216698 -0.00354454 -0.00521355 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4.27189 4.73748 4.27324 6.44933 4.26637 4.1753 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 -1.9431035518646238 0.25718426704406744 0.37036058306694036 0.28996926546096807 0.23611111111111113 3.620247068523311 0.3546332865953446 0.45476210117340093 16.126773603130491 0.040838092565536506 0.16731407493352893 0.13392857142857145 -5.5399577617645255 0.17500744014978412 0.16306325793266299 -4.9901404380798331 0.42563462257385259 0.29028509265057073 0.11894121766090394 12.70981844265012 0.17894513159990313 0.057190205253519373 3.3822349309921269 0.21489399671554568 0.12524849921464923 4.4789185523986825 3.4486099481582646 decision_type=2 2 2 2 2 2 2 2 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 14 7 12 -5 13 -9 -4 11 19 -3 -2 15 -1 17 -17 -19 21 -21 22 -6 -24 26 -26 -10 -28 -7 -14 right_child=1 5 9 6 10 28 -8 8 24 -11 -12 -13 29 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.022606609621318493 -0.0054311039056197923 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3.0760373354423782 9.0697346651577373 53.454455945000518 1.5411635767668475 2004.7489517613176 36.143030769133475 5.7132578450837164 58.680406136292731 1.7101770495064545 14.885800233925691 62.531267670099624 44.689958486531395 365.39437947643455 leaf_count=1806 13518 5381 45429 29781 23453 6870 21494 1895 7553 13866 14083 1454 21366 16272 7937 1282 7464 35 283 1175 18 54366 963 122 1451 48 295 1161 1355 11524 internal_value=-5.18039e-12 0.00141575 0.000573336 -0.00404934 -0.000317266 0.00489375 -0.00310983 -0.00220785 0.000502834 0.00325295 0.000701899 0.000237229 0.00385872 -0.00339482 -0.007847 -0.0104071 -0.00936835 -0.00114974 0.0150702 4.20459e-05 0.00834409 -0.000118236 -0.00197459 0.00765459 -0.000964237 -0.00842259 0.000113337 0.00647549 0.00955223 0.00452998 internal_weight=11918.4 8830.88 7108.99 3087.49 5335.63 1721.88 2475.16 1868.86 569.135 1773.36 3466.78 2967.31 1408.86 1299.72 612.331 314.542 289.86 51.7437 12.1458 2903.57 54.9956 2848.58 843.827 41.8563 478.38 60.3906 417.989 77.4171 313.023 1232.51 internal_count=313700 243618 197122 70082 137827 46496 51275 42193 12403 59295 95634 81551 38271 29790 18807 10870 9064 1600 318 80097 1193 78904 24538 1085 10508 1499 9009 1456 8225 32890 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 6 8 1 4 10 6 11 7 8 6 1 0 4 4 9 7 11 10 0 8 11 11 6 4 split_gain=74.9609 21.0201 19.0431 10.8988 9.40527 8.33401 6.90282 6.51853 6.08597 5.71712 7.12265 5.22585 6.92023 5.0053 4.32681 4.04944 4.04832 4.00782 4.66352 4.53587 5.2111 4.45042 4.04733 4.00807 3.99309 4.05076 3.81278 4.86335 4.01148 5.0143 threshold=1.7161799073219302 0.31102181971073156 -1.616288900375366 1.0000000180025095e-35 3.63657557964325 4.2956635951995858 0.50447744131088268 0.23611111111111113 1.0000000180025095e-35 15.350336176119335 0.07311146677484627 0.45476210117340093 -4.9901404380798331 0.065489374101161971 0.13392857142857145 0.027981450781226162 1.0000000180025095e-35 0.36903019249439245 9.7103969069485476 9.2227253952960808 1.0000000180025095e-35 0.15609660744667056 5.4510622024536142 0.00079566010845644197 0.44009289145469671 0.64583333333333337 6.3776431083679208 4.9189181327819833 0.42534138262271887 5.7287298032474538 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 11 6 9 8 7 -4 -3 -2 -11 14 -13 -7 -1 -15 -6 18 19 23 -21 -20 -23 -17 25 -8 27 28 -19 -30 right_child=1 5 3 -5 16 13 24 -9 -10 10 -12 12 -14 15 -16 17 -18 26 21 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.01102790092443549 -0.0003187860473086404 0.0024118574839149267 -0.0044711287691349957 0.0018717801366813906 0.0021717321117747232 0.022765945202650864 0.0014859244479535668 -0.0016908021642654794 0.0058334898861127906 0.021296597307447682 -0.020095541122446787 -0.028371621166513976 -0.00078073857184908643 -0.0017560463930263062 -0.00598178847972986 0.032873098735400605 0.0069718906503842965 0.012159132993659777 0.022825572588342717 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internal_value=-2.61439e-11 0.00192791 -0.00294287 -0.00210167 0.000605853 0.00391967 -0.0027281 -0.00318611 0.00327733 -0.000206106 0.0139253 -0.00727173 -0.00233336 0.00799366 -0.0085154 0.00721248 0.0030201 0.00830851 0.00547058 0.00326095 -0.0273367 0.0154611 -0.000333145 0.00411787 0.00125648 0.000925097 0.0121556 0.0114161 0.0166658 0.0275494 internal_weight=11891 7184.4 4706.59 3940.8 4318.15 2866.25 3404.13 3053.18 2475.88 3231.38 25.5621 765.794 154.058 390.366 611.736 370.759 1086.78 330.383 190.128 155.693 4.24161 34.4352 10.9504 151.452 350.954 347.231 140.255 137.188 73.6071 21.554 internal_count=313700 207702 105998 83454 116624 91078 71832 64699 74433 85074 537 22544 4334 16645 18210 15494 31550 13800 8791 7037 193 1754 500 6844 7133 7079 5009 4798 2642 872 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 0 8 4 11 9 7 10 6 6 4 0 7 11 10 11 0 6 6 0 10 6 4 4 split_gain=73.8225 28.1354 18.1162 11.9247 11.0255 8.62407 6.8748 6.67723 6.45686 7.02266 4.96107 4.88057 6.68903 4.92547 4.68023 4.66985 4.39525 4.21729 4.24081 4.17158 4.14971 4.18553 4.06483 4.05052 7.07198 6.87013 4.52827 4.00621 4.24119 5.30384 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 -2.3216673135757442 0.25718426704406744 0.37036058306694036 0.28996926546096807 0.3546332865953446 0.23611111111111113 3.620247068523311 2.1720671653747563 1.0000000180025095e-35 0.22877723723649981 0.01507540568290189 0.62301644682884227 0.040838092565536506 18.899495640571285 0.28740626573562628 0.13430631160736087 4.147409439086915 0.057190205253519373 3.3822349309921269 0.39052157104015356 0.040838092565536506 0.15190938115119937 0.45210778713226324 0.14863014605158933 0.12713324278593066 8.6635171253912038 9.0842563245163319 decision_type=2 2 2 2 2 2 2 2 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 17 8 15 27 -4 11 -10 14 -2 -13 -14 -6 16 -3 18 -1 23 -11 -22 -8 -7 26 -26 -25 28 -5 -30 right_child=1 5 7 6 10 19 22 -9 9 20 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.017543023489909028 -0.0041312243216354953 -0.0011861294287238353 0.0022624123651720494 -0.0078266132342782492 -0.00091912895851200291 -0.0011327260996009893 -0.0020768674317192888 0.0068378732350183481 0.0081473937114831477 0.00010248908233566034 0.0016754447263093225 -0.0036703605519962735 0.0019003184662341409 0.017024400930304648 0.0089934468324159838 0.0045023077740365567 0.048928833583522353 -0.0048963886823068592 -0.0087814674168261702 0.016188351694305492 -0.0096614913600773841 0.039183784053696782 0.0040210824339660571 0.026135347599832128 0.0059611071450792275 0.03815528787321544 -0.026854415185566451 -0.0035641829437306574 0.024014928882177468 -0.0032547878767507678 leaf_weight=66.239154785100254 1093.0591005914102 173.73260884117917 1402.3973081594941 413.5754528254929 1433.0958440288123 40.028299570520176 1038.0876571430999 360.93832844111603 90.711903047456872 416.41702097019879 1976.8158026480924 116.79655008384725 52.791142581496388 30.621083106118022 44.190217765048146 1227.6387005594479 1.5894468845799554 168.27146860270295 199.36523748322361 64.17301224952098 58.329148805030854 1.622803630598354 108.68250717577757 26.671334676328119 171.44969412629143 6.1806336813606313 1.5349411389324803 1040.0894405038853 8.2086491771042329 29.44367133761989 leaf_count=2766 25591 5327 45429 9830 34048 975 21199 13866 1895 9009 60695 2522 1005 672 891 32890 54 5372 6896 1967 1451 48 1761 708 4411 122 42 21549 112 597 internal_value=-2.82946e-11 0.001399 0.000564042 -0.0040034 -0.000310226 0.00484888 -0.00324539 0.00319897 -0.00217215 0.000496904 0.000692588 -0.00334249 0.000963695 0.00745245 -0.000622613 0.00384822 -0.000731794 -0.00861232 -0.0109665 0.00937696 -0.00095993 -0.00833933 -0.00149895 0.00759912 0.00929717 0.0070813 0.0232517 -0.00458834 -0.00694904 0.00269033 internal_weight=11862.7 8790.78 7077.79 3071.96 5314.45 1713 2638.09 1763.34 1860.35 567.081 3454.1 1293.27 200.209 83.4122 1477.29 1402.96 175.322 433.876 265.604 310.038 476.369 59.952 1146.77 245.865 205.837 177.63 28.2063 1491.32 451.228 37.6523 internal_count=313700 243618 197122 70082 137827 46496 55048 59295 42193 12403 95634 29790 4199 1677 34939 38271 5381 15034 9662 8225 10508 1499 22960 6258 5283 4533 750 32088 10539 709 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=11 11 0 0 11 1 1 1 6 0 6 6 4 4 6 6 8 1 2 7 8 4 11 0 0 0 6 8 11 7 split_gain=72.8144 26.56 17.3673 9.40551 8.4693 8.06931 6.5641 5.79391 4.74666 4.55546 4.43139 4.31668 4.10996 8.04311 4.40414 5.28673 4.02001 3.90515 3.98144 3.83483 3.81876 3.78566 3.73328 3.64098 4.22932 3.58006 6.17765 4.05973 7.0112 6.20645 threshold=2.3910034894943242 0.17378091812133792 0.3219196498394013 0.30140350759029394 -2.8060469627380367 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36600293219089514 0.31704913079738622 -0.046779053285717957 0.45476210117340093 3.4433221162344596 4.2879840090823977 0.37499696016311651 0.37955629825592047 0.64583333333333337 1.0000000180025095e-35 1.0000000180025095e-35 0.074252504855394377 0.23611111111111113 8.697936876077927 2.0653607845306401 0.33856351673603063 0.32474735379219061 0.25331285595893865 0.10799789056181909 0.2678571428571429 4.857884645462037 0.24034602195024493 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 10 23 8 9 11 16 -6 -3 -4 17 -14 -15 -16 25 18 19 -12 -19 -7 -20 24 -1 27 -27 -2 29 -29 right_child=2 3 7 -5 6 21 -8 -9 -10 -11 12 -13 13 14 15 -17 -18 20 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.010356376994696052 -0.0028539501746496889 -0.014669818271349583 0.0030377257750423977 0.00095800533378451029 -0.0057609737990688553 0.0035274539111604924 0.00087616192447626136 0.0076266203819532283 0.0025367694422812684 -0.0022615353416424052 -0.010176829210525391 0.0071694272618277989 0.0051867186520611411 -0.0024601506229535368 0.032070058856116808 0.0021457444658047561 0.0060206073642749018 0.0035918036695648001 0.023432795539010919 -0.0031054938722328176 -0.007341647320595575 0.010518537764420424 -0.02671314917107977 -0.0011430827909085261 -0.029010779113676347 -0.0028756402850304104 0.0021711160867158613 0.0019914711574933385 -0.036217824690687392 0.026223075922847963 leaf_weight=217.40355967306459 698.1968114103006 24.257744956936222 1105.8682387674198 1690.3732354889398 1204.6672883913416 532.7991837038644 206.94970685010776 509.61189936404844 842.09061240225492 463.64859661005903 73.016759659280069 286.55022058211034 192.02464905811939 769.32762070746685 5.5327985401963806 134.06396461592522 90.768002888318733 141.95973114130538 8.4335639979690296 1261.4901419572707 36.052409196156077 80.203509705228498 1.5877165007404972 36.924332569935359 11.517818786262067 306.66090841666801 757.54646819455957 133.49334725375229 4.0684149166045236 10.243024730298201 leaf_count=9410 17449 605 37416 38683 27412 14393 4118 15797 23628 8825 2170 11188 3971 17353 131 3043 3059 3152 159 28390 910 2032 49 1353 549 11188 23997 2921 95 254 internal_value=-1.08265e-11 -0.00213967 0.00258738 -0.000790264 -0.00487371 0.00132031 -0.0041633 0.00488969 0.000647198 -0.00478843 -0.00190639 0.003888 -0.00178838 -0.000392007 -0.0015706 0.00333177 -0.000148009 -0.0027981 -0.00335093 -0.0034924 0.00137748 0.00444215 0.0154879 -0.00988491 -0.0112949 -0.000441125 0.000716848 -0.00189777 0.00261901 0.00371828 internal_weight=11837.3 6479.23 5358.1 4338.12 2141.11 3456.07 1875.27 1902.03 2843.07 1668.32 2647.75 1392.42 2623.49 1100.95 908.924 139.597 2000.98 1522.54 1344.53 1334.51 178.012 613.003 10.0213 265.846 228.921 1910.21 1064.21 846.002 147.805 143.736 internal_count=313700 150283 163417 98616 51667 99016 40355 64401 82591 36237 59933 48604 59328 24498 20527 3174 58963 34830 30768 30560 4062 16425 208 11312 9959 55904 35185 20719 3270 3175 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 1 6 0 11 6 7 4 10 4 6 0 11 4 5 4 6 4 6 6 6 0 6 0 6 split_gain=71.8515 24.4517 14.2281 12.4845 9.02057 8.2118 5.33724 5.5241 5.35934 5.29288 4.97798 6.7814 4.94324 5.3618 4.97969 4.93327 4.91108 4.80469 4.67738 4.59567 4.44915 4.39886 4.43777 4.40142 4.37433 5.22209 10.1997 6.91363 5.83938 4.64226 threshold=1.2465536594390871 0.29318770766258245 -1.616288900375366 1.0000000180025095e-35 2.6586936712265019 3.4806373119354252 1.0000000180025095e-35 0.50447744131088268 0.44009289145469671 4.2956635951995858 0.071764625608921065 0.22619958221912387 3.3690377498030597 0.058452582604765276 3.620247068523311 0.48189876973629003 0.3526489138603211 -4.3557312488555899 10.34743095157833 4.9439540817927217 8.9104595373115831 0.19603241235017779 10.606656872843708 -1.0000000180025095e-35 0.32660005986690527 0.24675004184246066 0.24765511602163318 0.2413468807935715 0.25018066167831426 0.41417650878429418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 16 4 -3 10 7 18 -9 -5 11 -2 -12 14 -14 20 17 -1 -4 -8 -6 23 -23 -20 25 27 -27 28 -7 -26 right_child=1 3 6 9 15 24 19 8 -10 -11 12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 22 -24 -25 29 26 -28 -29 -30 -31 leaf_value=-0.015056851365796355 -0.0043689653424512694 0.00035242437838661181 -0.0038613320789444481 0.0053408547777753692 0.0019587343879735337 0.0054276368120584183 0.00044089366415031155 0.00060818865616761467 0.039788041203109852 0.011827564904897102 -0.0013116552716959553 0.0088406932110000648 0.01038879491703484 -0.0035574493338562728 0.0017134929736938372 0.0073877149387531578 -0.00015217498004213825 -0.0070628002623644446 -0.019685838379267736 0.028304682571123948 0.0056254501638807056 0.02260907944672394 -0.0065231722872715328 0.0068351567587714296 0.0082019724449952664 -0.01036909590013976 0.0044221308462712283 0.029840488663107869 -0.0014288083596572987 0.0019722198862367852 leaf_weight=76.258027759158722 498.82290735353308 1244.0112482086188 2133.92027635251 849.3815080197237 1042.8494789405649 210.83681695974155 365.21583950750937 264.90551197409513 3.1798772783949962 130.61991134310665 1557.9534766261386 37.614152452093549 64.675609976577107 163.07980483355641 751.28369759678026 274.77315271746193 81.121704464312643 600.61255086575693 5.9841306011658153 5.4062104683835051 416.88697985670296 5.0666953267063937 66.120590467005968 95.684475560032297 181.17170476423053 95.468027874885593 74.85993631547899 8.051105664635541 237.9719444504226 265.29435554618249 leaf_count=4605 14637 31556 44825 24013 36807 5497 7616 5290 40 4891 37754 1350 1148 3923 18027 11334 1934 16005 109 77 15129 109 1349 1724 4272 2342 2616 255 7617 6849 internal_value=-3.05585e-11 0.00158177 -0.00346194 0.00326828 0.00230188 -2.80544e-05 -0.00251865 -0.00300315 0.00107292 0.00620544 -0.000817077 -0.00344272 -0.000261895 0.0014086 0.00240113 0.00370006 -0.00712746 -0.00796343 -0.00347685 0.000847339 0.00300591 0.00126957 -0.00444971 0.00527415 0.00223059 0.00061497 -0.00386828 0.00228643 0.00179214 0.00450019 internal_weight=11809.1 8105.61 3703.48 3958.52 2978.52 4147.08 2945.48 2574.86 268.085 980.001 3073.43 536.437 2536.99 979.039 815.959 1734.51 757.992 676.871 2306.78 370.622 1459.74 172.856 71.1873 101.669 1073.65 627.188 170.328 456.86 448.809 446.466 internal_count=313700 230017 83683 123730 94826 106287 61139 53446 5330 28904 76839 15987 60852 23098 19175 63270 22544 20610 48116 7693 51936 3291 1458 1833 29448 18327 4958 13369 13114 11121 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=11 1 11 0 11 0 7 0 1 6 6 6 6 9 4 4 10 6 11 11 6 6 0 10 10 7 7 8 10 8 split_gain=70.9081 27.1197 18.6989 13.2408 8.99592 8.97809 7.23626 6.61339 6.42138 5.4017 5.25009 5.08438 5.06906 8.15078 6.13071 6.07693 5.48351 4.72357 4.64928 4.58117 4.4382 5.34272 7.90232 5.11934 7.2798 4.75324 4.34624 4.23333 4.56429 4.22625 threshold=0.43509620428085333 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 -3.0189130306243892 0.37437555193901068 0.2074803560972214 0.3546332865953446 1.0000000180025095e-35 0.20524924993515017 0.040838092565536506 0.18452219665050509 0.09835804253816606 1.0000000180025095e-35 7.7421444089995068 6.0868634566299429 0.0020432822745346528 0.63273683190345775 3.4486099481582646 2.6430628299713139 0.2907406240701676 0.38607259094715124 0.11517783254384996 0.011598010538824257 0.0087993856501000795 0.23893509805202487 0.20297524333000186 0.15476190476190479 0.088376586915257974 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=4 2 3 6 -1 10 9 -4 29 11 26 -2 -8 14 15 -14 17 -15 -12 -5 23 22 -22 24 -18 -24 -3 -11 -29 -6 right_child=1 5 7 19 8 -7 12 -9 -10 27 18 -13 13 16 -16 -17 20 -19 -20 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.010348877423764591 -0.0046092253565732646 -0.00034699851030131558 0.0021876407786657263 -8.5568681791995559e-05 -0.0058844476150511742 0.0093809646532320903 0.0076581802012246746 0.0067519285771674604 0.00053744579338668122 -0.0033592057602424407 0.00313763671155101 -0.013335718418600099 -0.0032843899103333356 -0.017539730398110295 -0.023288739229656453 0.016643844124775951 0.027631738292650344 0.047880524004491033 0.0071245930354507207 0.0021406443973599966 -0.019891108106194006 0.0086040576870461127 -0.0039060838286831619 0.033563241618649313 -0.039338902915612789 0.017831943256837929 -0.029678877384425692 0.0027255475319947031 -0.012327916063726657 -0.0030934679342308679 leaf_weight=220.16732206569577 620.29006780841064 185.37500504515629 1390.7628782696274 2547.7912581956371 1034.8857300950622 287.65434113962692 74.60477195178828 359.57479873911143 250.05788993638998 486.2773746199673 923.35730627270095 66.535376454965444 344.86083838561899 13.976534005952997 13.222677681536878 14.344601835007778 3.3786540469154742 1.0693139452487219 368.20634293506737 1235.2816960949131 17.240644671837799 98.800273971311981 23.147360801696777 10.399522813910151 2.5734912785701454 14.867820675892288 4.6608064096071748 222.16473785118433 19.738264781888574 924.51888042292558 leaf_count=10048 14981 5676 45429 61989 22801 7510 2153 13866 4977 10377 22959 1557 7319 288 216 328 89 20 11859 40464 239 2129 431 179 33 322 157 4890 454 19960 internal_value=1.46347e-11 0.00118648 0.000405953 -0.000410393 -0.00456604 0.00453089 -0.00235366 0.00312529 -0.0039898 -0.00354604 0.00358925 -0.00545459 0.000313935 -0.000668201 -0.00322706 -0.00248857 0.0044705 -0.0128903 0.00427426 0.000641354 0.00600334 0.00442601 -0.00304455 0.020864 -0.00132393 0.00459571 -0.00106639 -0.00174588 0.00149725 -0.00456756 internal_weight=11779.8 9350.16 7580.9 5830.57 2429.63 1769.25 2047.49 1750.34 2209.46 1415.01 1481.6 686.825 632.487 557.882 372.428 359.205 185.454 15.0458 1291.56 3783.07 170.408 154.056 55.2558 16.3517 5.95215 38.0152 190.036 728.18 241.903 1959.4 internal_count=313700 255914 207753 148458 57786 48161 46005 59295 47738 32259 40651 16538 13746 11593 7863 7647 3730 308 34818 102453 3422 3121 992 301 122 753 5833 15721 5344 42761 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 11 6 8 4 1 7 0 10 6 4 4 11 8 4 11 7 5 11 0 7 1 8 6 6 4 split_gain=69.6318 25.7811 16.9425 11.0823 10.1525 6.93339 5.76325 5.02297 4.7419 4.56582 4.24768 5.63799 4.66417 4.17878 4.17592 5.03248 4.12374 4.07845 4.49901 4.06438 4.09724 3.88784 3.91137 3.84769 5.32111 3.68918 3.77311 3.60729 3.93948 4.88648 threshold=2.3910034894943242 -0.33340509235858912 1.0000000180025095e-35 0.32550357282161718 0.30140350759029394 -3.8925398588180538 0.36600293219089514 0.64583333333333337 4.0330898307450491 1.0000000180025095e-35 0.1337709575891495 0.40242545306682592 0.013268993951707666 0.17772490531206134 12.70981844265012 12.415611990374435 4.4022364616394052 0.38750000000000007 6.8726822717968679 5.340548276901246 0.11254894360899927 4.96727735829033 5.998493194580079 0.40828531980514532 0.04869522154331208 1.0000000180025095e-35 0.23611111111111113 0.10088877379894258 0.10338690131902696 8.697936876077927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 25 -1 7 -2 19 10 -7 -12 -13 -11 15 27 -5 -10 -19 23 -21 22 -20 -4 -25 26 -3 -6 29 -29 right_child=2 4 8 16 14 9 -8 -9 17 13 11 12 -14 -15 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.012642066491018884 -0.00057120596980013514 -0.0034161836240284172 0.0025630867326588589 0.0032484626994648382 -0.0019923823250345175 -0.0079104248746384755 0.0026914771449962674 0.0064750298693564039 0.011126335624118366 -0.0043952402364091153 -0.0046892385169429182 0.024765785646216329 2.5550391705146395e-06 0.0058570976823097672 0.0058131678806342731 -0.017595999756476452 0.0079622715210810584 -0.0019219539042914749 0.0061011989708604801 0.039554677290095264 0.0090448541728976543 0.020673750094678249 0.036322692645061411 -0.061393260240552389 0.029286471444376808 0.00062645656820094903 -0.0010497007279700518 0.03917765438982574 0.0011510643213588632 -0.039952173216111067 leaf_weight=109.70650019634559 1936.742319735853 1569.8713127251103 444.20332344359122 1120.1455118277554 402.2234360785078 413.09041356117814 858.62704242292602 95.543594113478321 196.09271407643246 79.11868102819426 932.86142088234192 10.366929499199616 20.152401513420045 65.321339427289786 135.59674326056847 13.956949625164269 196.29897550044734 57.217173284821911 360.90650411845127 5.1374409240670529 17.306157276732847 18.086237468465697 3.895848656888119 0.62780214403755863 8.0539375046500918 391.08117514859623 987.97216825794749 4.5322652346221721 1300.4743754450392 0.83116013091057528 leaf_count=6226 57567 35417 12984 36817 9726 10571 24502 3260 5328 1776 21213 129 349 1374 2714 319 9049 1770 10314 185 627 630 165 5 214 9039 22160 111 29149 10 internal_value=-2.33861e-12 -0.00209874 0.00253999 0.00166971 -0.000992915 -0.00535834 0.000630716 -0.000239942 0.00583414 -0.00483295 -0.00536541 -0.00427413 0.00841423 0.000241262 0.000744268 0.000345128 0.00395135 0.00752785 0.00592451 0.00356722 0.0160287 0.00709705 0.00642394 0.00294967 0.0227292 -0.00208722 -0.00250212 0.000491729 0.00125688 0.0269151 internal_weight=11756 6437.16 5318.88 4207.36 4806.54 1630.62 2890.91 2032.29 1111.53 1520.91 1376.47 963.381 30.5193 144.44 1857.61 1722.02 1316.44 636.198 440.106 475.329 22.4436 382.889 364.802 452.885 8.68174 2948.92 2557.84 1708.06 1305.84 5.36343 internal_count=313700 150283 163417 131195 108645 41638 85329 60827 32222 35412 32262 21691 478 3150 42029 39315 45866 18207 12879 14015 812 11109 10479 13203 219 66616 57577 38996 29270 121 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 11 5 0 6 11 0 10 1 6 7 8 8 10 4 11 6 8 4 11 9 0 6 6 10 7 split_gain=68.5373 23.1709 13.553 12.8326 7.17805 6.9321 5.55074 5.4507 4.78181 6.73273 4.32297 5.27259 4.28829 4.28372 4.89365 4.28058 4.0623 3.85232 3.83579 4.44149 4.42246 3.59074 5.62993 3.88807 3.59009 5.35381 3.84722 3.72156 5.88847 3.70013 threshold=1.2465536594390871 0.28870338201522833 -1.616288900375366 3.63657557964325 1.0000000180025095e-35 3.2405511140823369 5.0488622592236858 0.2718977183103562 0.45476210117340093 -4.9901404380798331 0.42004290223121649 0.00037216254469640836 1.0000000180025095e-35 0.12713324278593066 0.024392643012106422 0.41428571428571431 0.13392857142857145 0.0082042314481682883 6.8114466565661065 5.4510622024536142 -0.018225703388452526 0.23611111111111113 4.3737294235846038 3.2250218391418461 1.0000000180025095e-35 0.42563462257385259 0.32111552357673651 0.2413468807935715 0.014439990125457493 0.15073876827955249 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 8 4 24 12 10 13 16 -10 18 -12 21 -4 -15 -7 -1 -13 20 -20 -5 -2 23 -23 25 -3 29 -27 -29 -26 right_child=1 3 7 6 -6 15 -8 -9 9 -11 11 17 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 26 27 -28 28 -30 -31 leaf_value=-0.01065245251679371 -0.0024069369095119854 0.0004332776585620516 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356.79532957353513 24.666851724759908 591.10863566073567 220.02424917837197 631.66516517836135 1.5067704779794429 69.035346906814084 33.498674717386166 385.65209621141184 14.344822413055228 12.635660917905623 11.965909255435689 leaf_count=10122 34962 52724 9009 358 20177 30974 1148 33692 768 3566 81 443 8893 288 18150 4247 8088 1537 13684 1511 23174 5113 15729 42 2017 811 11438 267 299 388 internal_value=-1.28996e-11 0.00154956 -0.00339329 0.00311562 0.00213039 -0.000103903 0.00594983 -0.00247028 -0.00698663 -0.00222468 0.0056011 0.0135816 -0.000984103 -0.00391192 -0.00280451 0.00170546 -0.00818905 0.016384 0.00513228 0.00748497 0.00363834 -0.00147635 5.94098e-05 0.00417445 0.00131564 0.000727274 0.00366919 0.00950735 0.00121514 -0.00227441 internal_weight=11731.1 8053.47 3677.65 4136.06 3069.15 3917.41 1066.9 2926.04 751.608 151.525 1039.9 57.7003 2635.38 1306.47 922.922 1282.03 600.083 52.6705 982.196 381.462 600.734 2261.24 853.196 221.531 2333.32 1866.66 466.653 60.4792 26.9805 81.0013 internal_count=313700 230017 83683 130057 88121 99960 41936 61139 22544 4334 40788 2061 64739 27447 18438 35221 18210 1980 38727 15195 23532 55846 20884 5155 67944 54101 13843 1377 566 2405 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=11 0 1 11 11 11 1 6 4 4 4 1 0 6 0 0 6 7 0 11 6 0 8 10 10 0 4 10 7 0 split_gain=67.1713 26.115 13.5525 10.5909 10.2301 9.15955 5.96303 5.05926 5.04486 7.33765 7.15281 5.6811 5.8573 4.9268 5.54941 6.60102 5.29557 6.34246 5.14736 5.05199 6.09675 4.84706 4.57539 4.54315 5.34979 4.51994 4.35586 4.24305 4.75666 4.25565 threshold=0.52932482957839977 0.29568658769130712 1.0000000180025095e-35 2.4542512893676762 3.7284773588180546 -2.8060469627380367 1.0000000180025095e-35 0.5261899232864381 3.4051711981388286 4.2186248773804307 4.1246304637071782 1.0000000180025095e-35 0.29444448649883276 0.45735916495323187 0.20515289902687076 0.22431848943233493 0.43077878654003149 0.23237928748130801 0.23395810276269915 5.2445015907287607 0.3908649235963822 0.37437555193901068 0.23611111111111113 0.010642722664303774 0.017116184066191312 0.19859892874956134 3.620247068523311 0.013812769766778034 0.22481679171323779 0.17500744014978412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 4 -2 -3 -1 7 22 13 10 26 12 -11 16 25 -16 19 -18 23 -5 -21 -4 -7 -17 -25 -15 -10 -9 29 -29 right_child=1 2 21 8 -6 6 -8 27 9 11 -12 -13 -14 14 15 18 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0096591242662315228 -0.0017643794209065275 0.001124220367855493 0.0046462739868396181 -0.00069802293307641243 0.0053255388095525373 -0.0060510367651555076 0.00055494048051807951 0.0070760750252916796 0.012081954469079021 -8.4004855663659411e-05 0.019999491458292874 0.0071323414324634335 0.021139906352534907 0.0014896377251936671 0.020065037818893985 -0.028557257898544477 -0.014248739906435401 0.010187982955041388 0.0077268102547079394 0.0063672814760159123 0.049627010419694612 0.0092707298296839449 -0.0030162443935180389 0.053035146770391596 -0.0072525836445196451 -0.016907310192230709 0.0008258686297352596 0.039695052730400145 -0.014889814023009739 -0.00083963705440623598 leaf_weight=259.86824985497515 2332.6403815526287 2608.769014012345 733.63640640402446 1241.4704076951198 651.97473838811311 1042.4732698795851 260.74997210002039 59.078953515156172 50.258377903723158 606.55266611503612 37.599651112919673 134.31797035499767 11.933014633919809 159.159543318121 32.427428427079576 7.284288763767111 48.391112116340082 11.912118244887095 71.765558902479825 45.600353266261664 3.1335492534562936 282.54677370213903 782.87762392623699 1.5973547277972082 7.7612233411055058 13.001246456522493 80.503312836459372 2.3848343550343989 23.335868470414425 103.38917421046062 leaf_count=11312 53614 72510 22355 34396 27237 22879 5222 1064 995 18064 638 3201 481 2947 795 156 1135 320 2861 1487 124 7485 17003 50 217 264 2143 48 581 2116 internal_value=-3.60552e-11 0.00119425 0.002907 -0.000301529 0.00196426 -0.00432347 -0.0037138 -0.00426659 0.00102897 0.00280622 0.00846797 0.00153999 0.000325488 3.28507e-05 0.00355928 0.00848742 -0.000732219 -0.00942158 0.00424085 -0.000326085 0.00914885 0.00593209 -0.00474944 -0.0107909 0.00303754 0.000100336 0.00515216 0.0004168 -0.0026304 7.42786e-05 internal_weight=11708.4 9174.24 4276.93 4897.31 3260.74 2534.16 2274.29 2013.54 2564.67 921.165 168.361 752.804 618.486 1643.5 292.997 120.836 1350.51 60.3032 88.4084 1290.2 48.7339 1016.18 1825.35 16.6429 9.35858 172.161 130.762 188.189 129.11 105.774 internal_count=313700 253475 129587 123888 99747 60225 48913 43691 70274 25522 3776 21746 18545 44752 7290 4079 37462 1455 3284 36007 1611 29840 39882 423 267 3211 3138 3809 2745 2164 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=11 11 1 0 1 6 11 0 11 0 6 0 8 6 11 11 7 11 4 0 6 10 11 10 0 7 11 10 5 4 split_gain=65.9878 18.7147 16.9323 11.3017 8.06752 7.09069 6.63393 6.10962 5.94985 5.70404 4.63181 4.44806 4.231 4.21348 4.18392 4.03366 3.9504 3.79543 3.67866 3.60925 3.6696 4.74471 5.55951 4.38554 4.10877 3.89013 3.58912 3.54868 3.59679 3.48311 threshold=1.9098676443099978 -0.33340509235858912 1.0000000180025095e-35 0.30077923834323889 1.0000000180025095e-35 0.34330843389034277 -3.8925398588180538 0.37437555193901068 3.7284773588180546 0.26852519810199743 0.040838092565536506 0.25407753884792333 0.43650793650793657 0.5261899232864381 1.8678932189941408 6.3776431083679208 1.0000000180025095e-35 4.9189181327819833 18.899495640571285 0.41566370427608496 0.5090903937816621 0.093656280605195277 5.4510622024536142 0.0070475594651413518 0.44009289145469671 0.24034602195024493 4.147409439086915 0.020815813665786557 3.2315154268103732 11.024082194194131 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 9 12 -1 10 -5 14 18 27 15 29 16 -2 -3 -12 -4 -10 21 22 25 -24 -23 -21 -9 -8 -29 -11 right_child=2 4 7 8 -6 -7 11 26 19 13 17 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.012405101696941697 -0.0015475538220405456 -0.029234430167572403 -0.0022025393508902278 0.0018694488537440151 0.0021356184747884075 0.0021006681155987961 -0.0052881323717427113 0.0072590972309429062 0.004718949675976295 -0.0016923653024669017 0.0042555218829299002 -0.0035270487523965891 0.0028864040746729349 0.0042368361786925442 0.0076840402740321169 0.034471623986346171 -0.0035715744724963494 0.012494133573904768 0.046645947411093694 0.023404394372082266 0.034657534920806407 -0.026522997161874302 -0.04264483617338765 0.014783853287196176 0.03599395196530901 -0.050477301337452915 0.01584283354934005 -0.011965382528560619 0.0038218123871420727 0.0032058721738299216 leaf_weight=108.35288636528639 1800.4356237313823 5.4217017897735778 115.48559680290055 1641.3297793880411 515.55080535406887 978.41864099606028 363.89346840916551 185.83264752940158 574.94273324549067 1356.2663978927849 931.02687723533018 982.72387864308257 223.27199801283132 139.13109849745524 29.837500863315654 2.8025267876801072 1261.7376449901203 53.202151572913863 1.4043625649064768 22.530084646830808 6.4911313023767425 4.8041097237728527 2.4168786145746699 2.3706124661221111 1.1781869796104727 0.6602017767727365 57.37670396186877 150.1226225509381 14.218297753483055 144.58469872397836 leaf_count=6226 50128 210 3919 50264 11720 25052 8562 4807 24181 30557 25781 22621 6580 2993 824 158 26439 2132 56 1054 295 113 44 119 71 7 1772 3929 300 2786 internal_value=-7.67013e-12 -0.0025737 0.001976 0.00120828 -0.00132567 3.36869e-06 -0.00523463 0.00498082 0.00281267 -0.00193325 0.00403032 -0.00472043 -0.00100923 -0.00075751 -0.00341991 -0.00149157 -0.00368138 0.00470086 -0.00161565 0.00532836 0.01399 0.0100396 0.0152248 -0.014208 -0.0142106 0.0213011 0.00928413 -0.00694058 -0.0105995 -0.00122049 internal_weight=11677.8 5071.84 6605.98 5261.65 3452.53 3004.93 1619.31 1344.33 2256.72 2936.98 1101.12 1510.96 2026.51 1639.98 1297 1803.24 1267.16 984.229 116.89 615.394 40.4512 33.9601 27.9778 4.78749 5.9823 23.1903 243.209 528.234 164.341 1500.85 internal_count=313700 117167 196533 158066 75529 81918 41638 38467 76148 63809 31888 35412 56866 36336 27473 50286 26649 27913 3975 25884 1703 1408 1224 163 184 1061 6579 12791 4229 33343 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 0 7 6 9 10 6 6 4 11 4 8 6 11 0 6 8 4 10 7 11 6 10 11 split_gain=64.6315 22.1189 13.8588 12.2663 10.1103 6.61029 6.30853 6.18674 6.08629 6.24468 5.21274 5.41436 5.00495 4.75478 4.56107 4.44801 4.43895 4.75785 7.37167 4.98359 5.37646 4.50769 4.32575 4.46607 4.33596 4.30013 4.3348 4.27902 4.50433 4.14032 threshold=1.1536204218864443 1.0000000180025095e-35 3.49814784526825 -1.9431035518646238 0.25718426704406744 0.37036058306694036 0.26852519810199743 0.33937859535217291 0.2074803560972214 0.09835804253816606 1.0000000180025095e-35 0.0014614394746650385 0.32660005986690527 0.48556268215179449 3.9515733073658859 -6.4826273918151847 8.7603777016451136 0.29285714285714287 0.0057538880500942477 2.6745482683181767 0.43175138533115393 0.42280264198780065 0.23611111111111113 3.620247068523311 0.008338365966482188 0.053649526089429862 3.7104678153991704 0.65192043781280529 0.0091961361676489179 2.8695869445800786 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 15 8 -3 -5 12 22 14 27 -12 25 16 -10 -1 -6 18 -18 20 -19 -22 -2 24 -24 -4 -27 -11 -29 -21 right_child=1 5 7 6 13 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 17 19 -20 29 21 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.023402080233118305 -0.004572526987431296 0.0037063376182161142 0.013728162402748389 -0.0042445721882756167 -0.0002366213346625923 0.0086901324796607015 -0.0014130403319396439 0.0059339138401487742 0.0053091774776005615 -0.0017259677448142237 -0.020010199278446997 0.0051770756889697993 0.0041170577147311141 0.004120977705713378 0.025093023853364687 -0.006932105210119107 -0.025941585366586865 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228 45 458 7876 661 5209 18325 287 343 6518 internal_value=-1.89819e-11 0.00146133 0.000687555 -0.003416 -0.000138514 0.00461369 -0.00261303 0.00299177 -0.00203123 0.000654268 -0.0005401 0.00388356 0.00189736 0.00085816 0.00967778 -0.00735396 0.000443078 0.00253992 0.0181812 0.00214096 -2.53601e-05 0.0190295 -0.00325713 -0.000666299 0.00765563 0.000287335 -0.00010681 -0.00284299 -0.0142267 0.00523516 internal_weight=11652.6 8161.26 6552.82 3491.3 4823.56 1608.44 2899.98 1729.27 1663.85 521.482 460.526 157.665 1260.42 3159.7 60.956 591.318 2803.1 686.202 17.0674 669.134 393.58 12.8904 1142.37 384.687 50.4304 730.537 709.724 302.861 27.0626 275.555 internal_count=313700 233704 188635 79996 129340 45069 61189 59295 39120 11905 10100 3284 40459 90220 1805 18807 79763 17912 241 17671 9300 273 27215 8995 1119 24528 23534 6816 630 8371 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 6 11 8 4 0 1 11 7 0 8 4 0 11 11 6 7 10 5 11 6 11 10 11 0 6 split_gain=63.4423 23.498 15.5335 10.3154 9.45827 6.59109 6.43147 4.72455 4.30405 4.56361 4.29583 4.25261 4.04261 5.25012 3.9338 4.1935 3.90667 6.79267 3.79365 3.77504 3.66812 3.63973 3.61256 3.50394 3.46843 3.42537 3.40764 3.77395 3.40281 4.1915 threshold=2.3910034894943242 -0.33340509235858912 1.0000000180025095e-35 0.32842732965946203 0.30140350759029394 0.36600293219089514 -3.8925398588180538 0.64583333333333337 4.0330898307450491 0.41180542111396795 1.0000000180025095e-35 4.4022364616394052 0.1337709575891495 0.40531307458877569 0.38750000000000007 6.8726822717968679 0.39052157104015356 2.3080772161483769 5.340548276901246 0.17772490531206134 0.10888614878058435 0.015288443826688704 4.96727735829033 2.8547765016555791 0.59460201859474193 -3.2703051567077632 0.29028509265057073 2.0083762407302861 0.3291729092597962 0.09329338371753694 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -3 7 -1 -2 9 18 12 -5 25 -14 -10 -16 -6 26 -4 28 -20 -15 23 -17 -21 -8 -18 -28 -12 -30 right_child=2 4 8 11 16 -7 10 -9 14 -11 19 -13 13 21 15 22 17 -19 20 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.012242214032878415 -0.00062429306476375766 -0.002015374208448151 0.0024635796343003172 0.0031520402209156504 0.00020944205001162579 0.0028213636567022285 -0.022575234036959133 0.0060965991715162737 0.010773132696560469 0.027179674312633295 -0.0067368484649374923 0.0080716403850808992 -0.0044667050726583763 0.024094622001696341 -0.0019687445044182937 0.0008791146065955911 0.003649890183385583 0.026812144393786205 0.040687396413581801 0.0065550185274674553 0.0093110941023092624 0.00089091675984810539 0.019970092916885687 0.0077998509193647732 -0.04852053185192147 -0.0071509571738197462 -0.00045603338897351459 -0.0686417091732104 0.022821720143418066 -0.016650175335615681 leaf_weight=107.24138104092708 1953.9974694885368 2917.7954505680409 439.9343160214994 1059.7612423569954 1611.0431399453701 865.15766341887502 13.398437188356182 98.899121972499415 194.94810363808938 7.1735045687528318 66.531610997801181 185.87522701062881 927.50357460864325 9.3637098228791746 56.636487333278637 86.741000843030633 214.83395779766579 11.551510362478437 4.1511391976964687 63.727061491226777 17.449239206267521 17.370956012629904 17.819941570982337 273.25477598291764 1.0459923157468427 394.26891065464588 1.7796817831695073 1.2392720710486171 8.0391979092382808 3.4647277146577826 leaf_count=6226 58852 66616 13020 35038 37473 25214 642 3413 5328 190 1559 8678 21271 128 1770 2123 4208 309 160 1333 645 292 630 8356 41 9929 32 7 129 88 internal_value=-1.558e-11 -0.0020136 0.00243777 0.00160068 -0.000953097 0.000625076 -0.00514406 -0.000300511 0.00561176 0.00343531 -0.00463817 0.00388615 -0.00515723 -0.00408891 0.00723255 0.00564381 0.000731009 0.00439383 0.00306626 0.000311932 0.015341 0.00901792 0.00678497 0.0061323 0.00566563 -0.00765789 0.00320511 -0.0284461 -0.00413188 0.0109337 internal_weight=11632 6370.2 5261.8 4163.69 4758.24 2918.05 1611.96 2052.9 1098.11 468.708 1504.71 1245.64 1361.91 954.238 629.4 434.452 1840.45 229.404 461.535 142.809 21.6004 26.7347 377.816 359.996 64.7731 407.667 217.853 3.01895 78.0355 11.5039 internal_count=313700 150283 163417 131195 108645 87479 41638 62265 32222 14015 35412 43716 32262 21691 18207 12879 42029 4556 13825 3150 805 420 11109 10479 1374 10571 4247 39 1776 217 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 4 6 0 6 11 0 4 6 6 0 0 6 11 4 4 7 11 9 6 10 1 8 6 10 split_gain=62.6379 20.9079 12.6779 10.7008 8.58805 6.9174 5.48311 5.47375 5.50275 4.56822 4.53882 4.50727 4.40361 4.31997 5.00149 10.119 5.80324 5.3846 4.31097 4.31024 7.47254 4.28085 6.23362 4.18542 5.00684 4.60633 4.09596 4.91526 4.06532 4.93334 threshold=1.2767197489738467 0.29318770766258245 -1.616288900375366 1.0000000180025095e-35 2.6586936712265019 3.4806373119354252 7.8747893248255281 0.50447744131088268 0.41180542111396795 0.48189876973629003 4.2956635951995858 0.3526489138603211 8.9104595373115831 0.32660005986690527 0.24675004184246066 0.24765511602163318 0.25018066167831426 0.17772490531206134 -4.3557312488555899 3.4433221162344596 3.620247068523311 0.10128603130578996 4.4789185523986825 1.0000000180025095e-35 0.65192043781280529 0.0090626545684049393 1.0000000180025095e-35 0.13392857142857145 0.37955629825592047 0.010832947275972062 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 11 4 -3 19 7 26 -9 12 -5 18 -6 14 16 21 -7 -18 -1 23 -21 22 -16 24 -2 -25 -4 -28 29 -15 right_child=1 3 6 10 9 13 -8 8 -10 -11 -12 -13 -14 28 15 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.014410962912424056 -0.0020453007842439557 0.00024485209054686123 -0.0038883449827502871 0.0050275907606717367 0.0018243493893839086 0.0057032444392144761 0.00059669422359421513 0.00053770508336072379 0.026231699065271043 0.0071204547759735051 0.011131127514851204 2.7555168849117108e-05 0.0055001045174359418 0.016628568825879198 0.021770077213209574 0.004292088655555003 -0.0041637499315667235 0.0056853313934785233 -0.0066911848953262838 0.010255318075011427 6.2487067817776609e-05 -0.012872161462098311 -0.034616410736265986 -0.003546691574021319 -0.01622928732420317 0.0051093467033025775 0.0054023202886221266 -0.002800337540146281 0.0026978253740208313 0.003775276264924271 leaf_weight=73.19525893888931 1516.887079788637 1211.3658808774744 1928.7082331710844 828.8043286057873 1027.5405732915369 212.46552998259358 477.36992326234758 235.72380583875929 7.7482638764195135 270.90987804331235 126.37312063841091 79.213287463848246 410.52300448945607 47.638007691391977 7.3489898991538194 73.548311953287339 162.71021723799686 72.093204535129189 588.94669443160092 68.614937722595641 1143.9759554259363 82.016115398844704 2.3220987071981654 86.325531047477853 22.73367742067785 154.09834105578557 97.814073150584591 200.55362183657417 328.41817594682652 61.663228504097788 leaf_count=4605 39437 31140 41502 23905 36807 5611 9447 4805 115 11334 4891 1934 15129 1127 177 2616 5365 2393 16005 1276 28914 2124 41 2122 598 3797 1995 4494 8409 1585 internal_value=-4.17086e-12 0.00150425 -0.00322861 0.00307873 0.00217719 -5.06255e-06 -0.00234668 -0.00291542 0.00135539 0.00354687 0.00583511 -0.00673548 0.00287366 0.0020897 0.000463162 -0.00399698 0.00211088 -0.00113972 -0.00754455 -0.00074019 0.000639252 -0.0106462 0.00823127 -0.00167988 -0.00225474 0.00200135 -0.00338232 -0.000111255 0.00436572 0.00937727 internal_weight=11607.6 7918.38 3689.27 3875.52 2920.34 4042.86 2947.92 2470.55 243.472 1708.97 955.177 741.355 1438.06 1050.22 612.504 165.236 447.269 234.803 662.142 2992.64 1212.59 91.6872 9.67109 1780.04 1539.62 240.424 2227.08 298.368 437.719 109.301 internal_count=313700 228798 84902 123206 94410 105592 62358 52911 4920 63270 28796 22544 51936 29448 18327 4958 13369 7758 20610 76144 30190 2342 218 45954 40035 5919 47991 6489 11121 2712 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 8 8 7 11 9 8 5 1 11 0 11 6 11 10 6 6 6 6 6 6 7 10 2 0 10 split_gain=61.7789 17.552 15.849 10.4163 8.38749 5.9209 5.596 6.59987 5.24826 5.22779 4.91796 4.88598 4.81982 3.95921 3.88991 3.87192 4.98913 4.0258 4.39118 3.88658 6.29762 3.82332 6.48416 4.11901 5.72308 3.87694 3.77637 4.07163 3.68965 4.34925 threshold=1.7161799073219302 0.28870338201522833 -1.2297213077545164 3.63657557964325 1.0000000180025095e-35 0.13392857142857145 0.29285714285714287 0.14292877912521365 -3.2703051567077632 1.0000000180025095e-35 0.18333333333333338 5.0488622592236858 1.0000000180025095e-35 3.7895874977111821 0.45210778713226324 3.852384209632874 0.48189876973629003 3.9215952157974248 0.0075030107816984612 0.62301644682884227 0.5261899232864381 0.23085979372262957 0.23239907622337344 0.51257953047752391 0.48880545794963842 0.032607236877083785 0.0054206528639166871 1.0000000180025095e-35 0.42004290223121649 0.00037216254469640836 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 5 12 9 8 13 -8 21 10 -4 28 -3 -2 -10 16 -15 18 -17 20 -20 -1 -23 24 25 -24 -27 -28 -5 -30 right_child=1 3 4 11 -6 -7 7 -9 14 -11 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.022258995850053299 -0.0011607871078406608 0.0014585417746891917 -0.0040901331510238672 0.0049744594458112981 0.0018064431337039039 -0.0037925752220443775 -0.00041447908860214124 0.00485790260761016 -0.0070992205706577665 0.00090511666899809897 -0.001546256953003731 0.01854045791499135 0.0044613126983768297 0.0063208086044678749 0.05773077126857587 -0.021042047329317123 0.036300226837857281 0.0017992385331582145 -0.0021001858699807798 -0.042885093796883156 0.053167125176186908 0.048518352251689073 0.016046940990712771 -0.029657258907890324 0.024566829733091856 0.0006439871031612192 -0.025421113915493683 0.014239712444099228 -0.014436959598230152 0.015484023031780822 leaf_weight=37.781720147850137 1928.3711578497055 1964.8108508809055 1384.5792273187835 968.88161520073299 501.47832723400643 487.49558370202431 415.56748052273178 439.84181103080482 385.90451823945477 383.84360157152696 1351.6893927689889 26.140773047882249 637.08617771722493 34.82606191985542 0.83477274957112868 14.777905907947568 5.8327144843933629 475.6095258435621 24.01774565936649 1.8453324979636807 2.0109558692201963 1.662025992758571 4.1225345976999952 9.4011931193526816 4.4278670469648196 10.13404456534772 21.674006590619687 2.6101877142209551 4.7829799728933713 50.915502684030798 leaf_count=2193 50256 59849 30010 38727 11100 12428 11600 11184 9694 8297 28957 1148 17841 930 13 348 124 12954 610 27 43 12 199 817 156 393 1703 26 81 1980 internal_value=-1.76845e-11 0.00177428 -0.00270546 0.00321185 -0.00179475 -0.00611957 0.000203431 0.00229652 -0.00849005 -0.00237355 -0.00283348 0.00573287 0.00219378 -0.000516407 -0.00695929 0.00170681 0.0106215 0.00100744 -0.00782191 -0.000813024 0.00216972 -0.014938 -0.00981874 -0.0116701 -0.00773471 -0.0114458 -0.0147388 -0.0211582 0.0054061 0.0129146 internal_weight=11583 6995.32 4587.64 3652.62 3621.59 966.048 3342.7 855.409 478.553 3120.11 2736.27 1050.72 2601.9 2487.29 386.739 558.92 40.6588 518.261 42.6519 27.874 26.0287 91.8136 54.0319 52.3698 42.9686 38.5408 34.4182 24.2842 1024.58 55.6985 internal_count=313700 207702 105998 119626 78364 27634 88076 22784 15206 67264 58967 41936 77690 65292 9707 15036 1054 13982 1028 680 653 5499 3306 3294 2477 2321 2122 1729 40788 2061 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=11 11 1 0 1 6 11 9 6 0 8 6 1 6 0 10 8 11 6 0 6 7 4 0 10 6 11 4 4 6 split_gain=60.5478 18.97 16.4449 11.0956 6.97166 6.75555 5.72761 5.45741 4.82462 4.91017 4.71535 4.66556 4.59645 5.36599 7.17318 4.42974 4.38599 4.32264 4.2348 7.76543 5.70819 4.20073 4.1074 4.09923 4.56466 4.00302 3.7918 3.65475 3.64586 3.59303 threshold=2.0831813812255864 -0.55156993865966786 1.0000000180025095e-35 0.33937859535217291 1.0000000180025095e-35 0.37262986600399023 -3.8925398588180538 1.0000000180025095e-35 0.040838092565536506 0.45210778713226324 0.18333333333333338 0.062130847945809371 1.0000000180025095e-35 0.12524849921464923 0.32622846961021429 0.034079277651666302 0.43650793650793657 5.340548276901246 0.57572022080421459 0.30975401401519781 0.81658062338829052 0.1337709575891495 3.4051711981388286 0.33215327560901647 0.00046226634142776396 0.24852643907070163 4.4022364616394052 5.0145907953625208 2.555843120094428 -0.070134121924638734 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 16 -1 10 -4 11 -3 -10 21 14 -14 -16 -2 -7 -19 20 -20 -8 -13 -6 -25 -9 -5 -24 -23 -12 right_child=2 4 8 26 23 17 12 25 9 -11 29 22 13 -15 15 -17 -18 18 19 -21 -22 28 27 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.012011240955264105 -0.00083841044120897272 -0.0034492512319148553 -0.00030263206456856745 0.0031274280954571333 0.00025744385523511113 0.0021732596521190722 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5.2648165456484994 153.3151036745694 424.96279237758426 160.75286922627129 489.56958418800787 379.47799298945756 1489.335487492026 leaf_count=6226 67490 32764 4353 32073 10485 28586 9306 614 816 180 212 12809 964 1569 100 45 12157 913 333 180 70 11412 4034 95 3670 9350 7345 14217 8223 33109 internal_value=-3.78635e-11 -0.00229405 0.00205554 0.00126569 -0.00123902 0.00045564 -0.00525721 -0.00176876 0.00512996 0.00577155 -0.0022366 0.00558394 -0.00472494 0.000894033 -0.00705752 0.0176325 -0.000341367 0.0025301 0.0132114 -0.00170283 -0.0128862 -0.00527884 0.00527561 0.00170205 0.00585688 0.00130763 0.00380794 0.00681532 -0.00413961 -0.00105516 internal_weight=11556.1 5461.21 6094.88 4849.1 4027.29 3677.36 1433.92 3412.62 1245.79 1114.2 2962.15 1104.4 1329.17 119.267 46.562 8.62794 2656.67 1020.69 32.9969 11.2781 9.38417 1209.9 1077.46 614.67 158.58 450.471 1171.74 637.177 854.847 1500.38 internal_count=313700 128144 185556 149147 90299 109729 37845 76049 36409 32056 66085 31876 31619 2678 1109 145 79647 30082 1496 583 403 28941 31060 14250 3765 9964 39418 18251 19635 33321 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 0 0 6 8 7 6 11 1 7 7 11 11 11 5 7 8 11 4 11 4 4 0 5 0 6 split_gain=59.8064 17.1688 14.8866 9.94176 8.90853 5.82674 5.80272 6.1157 5.07802 5.95263 4.50322 5.98857 4.45067 4.35713 4.21458 5.09379 4.50094 7.2272 4.1774 4.16762 6.01929 4.09991 3.91622 3.88552 3.87569 3.79612 4.15667 3.75427 3.67791 3.77907 threshold=1.7161799073219302 0.28870338201522833 -1.616288900375366 4.3299207687377939 1.0000000180025095e-35 0.2718977183103562 0.43175138533115393 0.19988760352134707 0.29285714285714287 0.14292877912521365 0.45476210117340093 -4.9901404380798331 1.0000000180025095e-35 0.23033842444419864 0.19437535852193835 3.5142571926116948 3.3505302667617802 3.3822349309921269 1.0000000180025095e-35 0.19641235470771792 0.29285714285714287 3.7895874977111821 11.481683474287534 3.9918189048767094 14.726705966340669 11.024082194194131 0.40828531980514532 6.5542489857170763 0.12162990495562555 0.13981293141841891 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 10 6 5 19 7 -3 21 -10 -1 -12 27 -8 15 16 -14 -18 24 28 -21 -2 -22 -16 -5 26 -7 -9 -4 -30 right_child=1 3 4 18 -6 25 13 12 9 -11 11 -13 14 -15 23 -17 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0077642681939840818 -0.0011529908493036821 0.00063578219201827128 0.012422503409799284 0.0056830705734332212 0.0017188300039233705 -0.0020417121074854669 0.01048220659231841 0.0024438719038875618 -0.00039183266282651926 0.0046213272966833269 -0.028840277063918802 -0.00056095711455574179 0.0064479667447341991 -0.036669409425015655 -0.0036599073653485787 0.012994213929552464 -0.030923830658670711 0.0023907641055228219 0.015601903594786158 -0.0030689822470375784 0.0068408197985296475 0.0017762702298429267 -0.039241144040154753 0.024135711665622152 0.01951856462142449 0.0030013366369361157 0.006805215403093594 0.017349181905272314 -0.0074630996130827 -0.003713753877032681 leaf_weight=585.66146440893135 1919.3699879741703 1155.1380690149108 10.911789142788619 365.03682140851924 523.35786971945345 1575.2440423776716 99.858856617793208 1476.2158502464954 414.37509815358499 439.02065773111826 7.0773883783840565 141.16487633851648 263.97598177735927 1.7955153016373504 55.541534946794854 99.196378255932359 7.6210744221461928 25.37089778794325 49.880018276358896 385.88066564596375 80.177576390982722 554.19863722739183 1.6948541868478049 4.9278361370088524 19.179689689946827 165.09797364240512 49.292945099674398 15.366812619031405 381.51733166765916 661.34894085633277 leaf_count=18210 50256 35983 190 15970 11622 34926 2419 47381 11600 11184 768 3566 7783 40 963 3972 191 740 2515 8102 1271 15036 37 104 1105 3080 885 460 9015 14326 internal_value=-2.51225e-11 0.00174938 -0.00266751 0.00317343 -0.00191831 -0.00249319 0.00259635 0.00236532 0.000191731 0.00218714 -0.00658197 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3.80159 3.97433 3.79083 3.68259 4.1039 3.63583 4.24431 threshold=2.3910034894943242 0.17378091812133792 1.0000000180025095e-35 0.32842732965946203 0.3665823638439179 -3.0189130306243892 0.36600293219089514 1.0000000180025095e-35 1.0000000180025095e-35 0.64583333333333337 2.1720671653747563 0.021779708041473226 0.2006943076848984 2.119459986686707 0.18333333333333338 0.077028851956129088 0.50447744131088268 0.7033173441886903 0.21079425513744357 0.2643390446901322 1.0000000180025095e-35 0.1278376016955676 0.016788417874642917 4.3299207687377939 0.065489374101161971 4.4022364616394052 0.2006943076848984 1.0000000180025095e-35 0.13487846404314044 0.38868230581283575 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 8 -1 9 28 14 -2 12 -12 -6 -14 15 -3 -16 19 22 26 -21 -22 -19 -4 -25 -5 -17 -28 -7 -30 right_child=2 4 23 25 10 7 -8 -9 -10 -11 11 -13 13 -15 16 17 -18 18 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0096722093070561888 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125.765539906919 4.4049180957954359 5.7087002383777872 551.32892598629405 49.955473766516661 4.6596344105200833 2.9322348041459918 8.536082133301532 173.23520624458615 184.11606981718251 247.30318747961428 87.208092016138835 1070.3292709113084 54.695756304892711 leaf_count=10048 58852 3225 25709 35038 6462 13258 25214 4190 14493 3413 940 775 762 23 34834 12320 3054 110 124 13088 1283 161 63 471 6042 8678 5352 1547 23256 915 internal_value=-5.99001e-11 -0.00194516 0.00235855 0.00154082 -0.000709994 -0.00446168 0.000574719 -0.00387689 -0.00115603 -0.000291321 0.00321755 0.00987062 0.00186542 0.0103455 -0.00161464 -0.00265839 -0.000565942 -0.00223611 -0.0186069 -0.00209264 -0.000158447 0.00793011 -0.00328499 0.00547829 0.00943506 0.00380165 -0.00342051 -0.000940011 -0.00443375 -0.00346421 internal_weight=11510.5 6308.05 5202.43 4122 4231.25 2076.8 2887.93 1867.24 3799.73 2035.36 431.52 72.8861 358.633 47.8582 3211.87 1609.74 1602.13 1501.61 13.0459 1488.57 605.944 54.6151 7.33715 1080.43 181.771 1234.07 882.621 334.511 1662.22 1125.03 internal_count=313700 150283 163417 131195 98616 51667 87479 41619 89654 62265 8962 1715 7247 785 75161 37273 37888 34048 297 33751 14532 1444 173 32222 6513 43716 19219 6899 37429 24171 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=11 1 11 11 0 0 0 0 11 10 0 6 8 0 7 7 4 11 6 4 7 6 0 4 6 4 7 1 6 4 split_gain=57.6865 23.2492 14.5629 9.67385 7.44604 6.94107 6.80368 6.03281 4.39905 5.16756 4.74592 4.05566 4.02506 3.9712 3.81089 3.78952 4.96888 4.10528 3.78914 4.08833 3.7434 3.85047 4.81876 3.7395 3.68758 3.81311 3.51707 3.50653 3.49327 3.48158 threshold=0.86810946464538585 1.0000000180025095e-35 2.7666904926300053 -2.3216673135757442 0.28870338201522833 0.37437555193901068 0.3665823638439179 0.28996926546096807 2.1720671653747563 0.0089440844882255916 0.38868230581283575 0.45476210117340093 0.18333333333333338 0.28740626573562628 0.2006943076848984 0.155321940779686 7.8747893248255281 6.3776431083679208 0.14995443075895312 10.606656872843708 0.13430631160736087 0.30967901647090917 0.19100366532802585 18.245816133915071 0.12524849921464923 7.846352816104317 0.069240666925907149 1.0000000180025095e-35 0.15391428768634799 7.3515224885328125 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 13 15 18 12 24 14 10 23 -6 26 20 -8 17 -17 -4 -3 -20 21 -1 -23 -10 25 -5 -2 -26 -29 -12 right_child=1 5 4 7 11 -7 8 -9 9 -11 29 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.02127719274876055 -0.0082192804695781045 0.0012635777852118455 -0.0011607901219810345 -0.0075790689369158405 0.0026396272397169102 0.0088647332258654024 -0.0014507268645078757 -0.001248339807836109 0.010987026328798217 0.01007135528676527 -0.016512643529296624 0.0064125942423677437 -0.00021540955051338324 -0.0041669817259279906 0.010358782038302188 0.0014347323207516286 0.013690026273670056 0.043397290815009794 0.0041137101235090298 0.011794200509580985 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internal_value=-3.40471e-11 0.00125579 0.000488658 -0.00359884 0.00196012 0.00445864 -0.000807767 -0.00291088 0.00293432 0.00649582 -0.00100217 0.00336327 -0.00125577 -0.00785756 8.77758e-05 0.000475994 0.00190434 -0.00105082 0.00359707 0.00465881 -0.0102008 -0.0165822 -0.00474068 0.00911986 -0.0041874 -0.00651629 -0.00232321 -0.00320269 0.00218848 -0.00853569 internal_weight=11487.8 8516.19 6870.59 2971.65 3218.05 1645.6 3652.54 2558.37 390.526 173.477 56.0141 1654.15 3262.01 413.284 217.049 1563.9 808.005 755.892 1376.45 946.012 252.784 62.3325 17.6972 23.9009 1447.2 430.063 1610.04 1017.13 98.108 32.1132 internal_count=313700 243618 197122 70082 106957 46496 90165 55048 8249 3904 1106 62626 81916 15034 4345 44331 22037 22294 39097 26617 9662 2766 760 562 32088 10436 39721 21652 1960 544 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 6 11 0 11 11 6 0 6 1 11 4 4 6 7 11 5 8 4 4 4 6 0 0 6 4 split_gain=56.6162 17.4313 15.7121 10.4426 6.35939 5.82489 5.38313 4.50879 4.32711 4.303 4.20139 4.44003 4.39929 4.07099 3.69819 3.67833 3.64613 3.53983 3.44675 3.3902 3.88244 3.43918 3.39595 4.57976 3.69732 4.32991 5.59306 4.84204 4.67728 3.34624 threshold=2.0831813812255864 -0.55156993865966786 1.0000000180025095e-35 0.33937859535217291 0.30140350759029394 0.37262986600399023 -3.8925398588180538 0.25407753884792333 3.9215952157974248 5.340548276901246 0.040838092565536506 0.45210778713226324 0.062130847945809371 1.0000000180025095e-35 3.3989032506942753 17.731582681340274 15.350336176119335 0.51257953047752391 0.042058072984218604 4.857884645462037 5.5350908050609204 0.92857142857142871 3.7042008280232781 5.0145907953625208 6.0144061236774773 0.26622623205184942 0.36201761662960058 0.21566742658615115 0.28346157073974615 11.024082194194131 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -3 8 -1 -8 16 29 15 12 -12 17 -5 -4 -2 -6 -16 20 22 -21 -14 -24 25 27 28 -25 -27 -7 right_child=2 4 10 14 13 9 7 -9 -10 -11 11 -13 19 -15 18 -17 -18 -19 -20 21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.011668803001475546 -0.0010205026050752097 -0.0021523169747116586 -0.00092000622297302558 0.002213318000169137 -0.0010384844571198685 0.0017042370477569145 -0.0069413656654044023 -0.0032691291381920715 0.002295742512114232 0.013275970365841971 0.017438091676025402 0.026104749006769679 0.0023969127198941202 0.0035391856283652446 0.028634590387394642 0.0303314193026793 0.0096880333057725761 0.0038195359096455778 0.0053588559013344637 0.0092211800044420342 0.020013805371984567 0.031632905147341864 0.011264394600275122 0.042587815654052091 0.0055774371300189316 0.051244696551095696 0.031453437921454656 -0.01490451260463758 -0.0056956678370808887 0.011889909948625887 leaf_weight=103.4816723748263 2137.6098509430667 2470.687170246666 126.62249012010579 657.8322508901656 1083.3472491798821 952.81042202944809 464.61769314398407 854.03415101616702 470.92029459118294 31.516389924545365 26.828961415667436 9.4381884715985489 419.6838113580252 285.82090793467796 5.792290117184165 3.4828788523445828 29.004650523420423 154.20646826697339 499.76086433232194 71.276959127571899 14.609907317499163 6.7455638825194901 116.3557722732221 1.3946520350873495 386.9094331489905 1.3933251050766617 5.8495051828213027 24.117492573393974 19.049753413302824 29.940359451225959 leaf_count=6226 62295 56456 4229 18890 23904 27472 11521 20098 16596 1496 816 180 11999 6809 350 124 756 3130 20178 2599 420 354 3175 19 11110 55 206 569 554 1114 internal_value=-6.76617e-12 -0.00222789 0.00199484 0.0012209 -0.00121234 0.000432358 -0.00508007 -0.00456302 -0.000310641 0.00236448 0.00501542 0.00561651 0.00543978 0.000312156 0.00369611 -8.34156e-05 -0.000877147 -0.000433147 0.00562553 0.0051382 0.00466341 0.0111588 0.00443333 0.00597305 0.00456968 -0.00295683 0.00558661 -0.0117616 -0.00181482 0.00201455 internal_weight=11465.1 5416.2 6048.95 4815.19 3994.06 3651.8 1422.13 1318.65 2637.53 1014.27 1233.76 1103.65 1094.22 1523.37 1163.39 130.105 2166.61 1237.55 505.553 1067.39 989.364 78.0225 974.754 555.07 438.714 51.8047 26.2926 25.5121 20.4431 982.751 internal_count=313700 128144 185556 149147 90299 109729 37845 31619 79647 30082 36409 32056 31876 33843 39418 4353 63051 27034 20528 31060 28107 2953 27687 15688 12513 1403 815 588 609 28586 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 1 11 8 8 6 0 6 0 10 6 7 6 4 8 0 11 0 4 6 0 4 4 6 6 10 split_gain=55.891 16.2146 14.0484 9.71342 7.49893 7.42298 7.23454 5.36147 5.33103 5.07494 4.99635 4.7773 4.61801 5.46814 4.51538 4.28932 4.12847 3.94322 4.53417 3.93134 3.85722 3.84931 3.83543 3.73923 3.56934 3.50814 10.3987 3.8413 4.62195 3.49123 threshold=1.7161799073219302 0.35562747716903692 -1.2297213077545164 2.7365504503250127 1.0000000180025095e-35 1.0000000180025095e-35 4.1194708347320566 0.13392857142857145 0.18333333333333338 0.50447744131088268 0.29632548987865454 0.11894121766090394 0.34884640574455267 0.026354598540391908 0.45735916495323187 0.2526784241199494 -1.0000000180025095e-35 7.8747893248255281 0.29285714285714287 0.43175138533115393 -3.2703051567077632 0.14936596900224688 15.637301171171538 -1.0000000180025095e-35 0.1881305277347565 4.2186248773804307 4.0453262590044119 0.27886953949928289 0.28186519443988806 0.18551583916231176 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 11 9 8 19 10 12 17 20 -2 14 -14 15 -5 -8 23 -19 29 -1 -6 25 -4 -17 26 -10 -27 -29 -3 right_child=1 6 4 5 21 -7 16 -9 22 -11 -12 -13 13 -15 -16 24 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.016290305038975265 -0.0028372299441262309 0.0035120193959175109 -0.011859363888332235 -0.0012796251436175579 -0.023445333236170089 0.0049301719142227198 -0.022257393704394317 -0.0036069841558958975 0.0033327595711640534 0.0013137238618045745 -0.0029676363027942325 0.00029905975078817746 0.0035013034981395911 0.036391682040062497 0.003404885948838953 0.0021381199627483168 0.0098356789431581267 0.0075414636321062684 -0.0013113293123370277 0.0094578807887383369 -0.0083784193242989018 0.001970802404940292 0.01364167746697479 -0.003034939849521127 0.021916933808963333 9.5266164079742515e-05 0.021773037255521176 0.026221241932718142 0.0034660260409318869 -0.0041687856646512797 leaf_weight=69.448270915774629 586.33974293806432 912.18135521323347 44.062753425547271 1098.3476452707728 5.4221817036159328 643.53448642704461 3.6623312898445866 482.44005005742656 208.44459927210119 317.46109361849085 124.83362093585311 1717.4761424673343 14.105428526709149 6.7150453914073287 264.54386507971503 22.640250662210747 241.06632718937544 59.610247260774486 411.58469551282178 95.023274812148884 275.27440453600138 491.23509738570283 28.579222631000448 2250.7595971939409 12.885060694024558 557.38398100934683 31.709114997822326 8.1974776630522665 401.67492681615113 56.563477087503998 leaf_count=4481 17284 26508 1108 33733 90 19463 152 12428 6395 6640 3395 43633 544 362 7273 644 10020 832 8822 2290 7330 11010 1227 49862 619 19144 708 242 15823 1638 internal_value=-1.38947e-11 0.00169784 -0.00258905 0.000995587 -0.00172775 0.00203949 0.00470468 -0.00582808 0.00133889 -0.00227879 -0.00811012 -0.000499151 8.4437e-05 0.0141091 -0.000124371 -0.000947782 0.00935541 -0.00269111 -0.000191374 0.00363474 -0.00997236 0.00169333 0.00277934 -0.00320438 0.00931191 0.00252223 0.00576755 0.00171647 0.00392113 0.00306355 internal_weight=11443.2 6911.07 4532.13 5602.58 3580.14 3298.76 1308.5 951.996 2655.23 3083.48 469.556 2303.82 1419.24 20.8205 1398.42 1133.87 244.729 2766.02 471.195 1063.77 344.723 496.657 1235.99 2294.82 35.5253 1207.41 240.154 967.256 409.872 968.745 internal_count=313700 207702 105998 167094 78364 106177 40608 27634 86714 67264 15206 60917 43175 906 42269 34996 10172 60624 9654 30436 11811 11100 43539 50970 1263 42312 7103 35209 16065 28146 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 11 1 5 1 11 0 6 1 7 11 10 6 0 11 8 7 6 8 0 6 7 9 6 10 6 split_gain=55.1622 20.2968 13.894 7.50786 6.9284 6.53737 5.01302 4.50904 4.4724 4.32714 5.9405 4.50144 4.19718 3.81398 3.87702 4.86048 3.86163 3.80457 3.78859 5.78956 3.8471 4.57779 3.78362 4.0446 6.12286 4.44348 4.2671 3.79743 3.79634 3.84007 threshold=2.3910034894943242 0.17378091812133792 0.3219196498394013 0.3665823638439179 1.0000000180025095e-35 -2.8060469627380367 1.0000000180025095e-35 4.3768576923917557 1.0000000180025095e-35 4.8003745079040536 0.15876720100641253 0.66312158107757579 1.0000000180025095e-35 0.2006943076848984 2.1720671653747563 0.021779708041473226 0.179492361843586 0.31704913079738622 2.2742247581481938 0.64583333333333337 0.08661761507391931 0.38201983273029333 0.18333333333333338 0.2643390446901322 0.7033173441886903 0.2006943076848984 1.0000000180025095e-35 0.50447744131088268 0.091053523258040961 -0.0086092171259224397 decision_type=2 2 2 2 2 2 2 2 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 8 7 -1 17 9 22 -2 11 -11 -4 14 -5 18 -15 -7 -16 20 -20 -22 23 25 28 -3 -27 -24 -25 -30 right_child=2 3 12 13 -6 6 -8 -9 -10 10 -12 -13 -14 16 15 -17 -18 -19 19 -21 21 -23 27 24 -26 26 -28 -29 29 -31 leaf_value=-0.0088989303101242746 5.8746808675281913e-05 -0.0054249797263232055 0.0035342472493008342 0.00058291415358161338 0.0041083262680905418 -0.0051630423597523551 0.00077346445379164897 0.01071484863397037 0.0012905689560358546 -0.012201620479275463 0.0073868551557479296 0.04053590249638573 0.0067903169604721257 0.024696461452024872 0.011550526771368311 0.017323417065056055 0.0059708923232771778 -0.001904864326047793 0.017617893150160182 0.03227197584725857 -0.029311146377602047 0.017513988170899681 -0.00095851697983330355 -0.0011368096321859162 -0.036813271519908403 -0.0031682527533298441 0.0044076439952957947 0.0044875511435083018 0.051673430953285526 0.0064897284731566061 leaf_weight=248.08939671762346 2539.3286768074913 596.58824233715859 1346.3614873332353 308.14682485786761 584.29563776298528 1166.4948118691318 199.99852587193891 38.426271638345497 583.76012776224707 22.377034570323307 142.09028122507607 1.5580716179683793 484.51953656146361 13.119894017931072 16.443752038292587 30.708094820438419 40.532034184259828 445.8291694476502 2.7200899883755545 2.7323340347502372 11.247581964416893 2.2559447034727773 1466.8073403920425 616.96727936789466 4.2212775486987075 248.453690142298 91.575092821498401 125.05420012977265 1.774625667836516 36.736625322489999 leaf_count=11312 74656 13886 48604 6462 16425 27412 4118 1494 14493 523 5863 55 15797 253 416 737 646 8825 93 70 233 52 34834 15207 97 5454 1653 3054 29 947 internal_value=-3.13809e-11 -0.00189282 0.00229688 -0.000696354 0.00114213 -0.00433163 -0.00370641 0.000510475 -0.00112358 0.000365534 0.00505779 -0.00876864 0.00439592 0.00306956 0.00199719 0.00858952 0.01055 -0.00426211 0.00101315 -0.00812773 -0.0149317 -0.0214884 -0.00156561 -0.00259765 -0.000798335 -0.00386499 -0.00112794 -0.000530682 -0.000566399 0.00857183 internal_weight=11419.2 6260.26 5158.96 4199.85 3328.08 2060.41 1812.32 2743.78 3771.94 2705.35 166.025 23.9351 1830.88 427.907 374.255 66.1078 53.6519 1612.32 35.3997 18.956 16.2236 13.5035 3188.18 1596.32 659.7 936.617 340.029 1591.86 655.479 38.5113 internal_count=313700 150283 163417 98616 99016 51667 40355 82591 89654 81097 6441 578 64401 8962 8063 1601 899 36237 864 448 378 285 75161 37273 16280 20993 7107 37888 16183 976 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 11 0 0 8 4 11 7 4 4 0 0 4 6 4 6 6 6 10 6 0 0 10 6 10 4 split_gain=53.8079 21.7932 13.5039 9.78055 8.91942 8.10866 6.70937 5.25729 5.18032 5.76975 4.59467 4.25108 3.8852 4.88142 7.26229 6.07016 5.03918 4.2917 3.66638 3.71385 3.65782 6.01916 4.18633 3.89306 3.79645 3.9008 3.64723 3.68976 4.0558 3.65783 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 0.28996926546096807 -3.2703051567077632 0.37437555193901068 0.3546332865953446 0.23611111111111113 3.620247068523311 2.6430628299713139 0.16731407493352893 3.9965377525216632 4.3737294235846038 0.17500744014978412 0.15408809483051303 5.417109955857228 0.33492927253246313 8.7603777016451136 0.46785375475883489 0.16285634040832522 0.13594464957714084 6.9515980236634092e-05 0.16643700003623965 0.20905135571956637 0.29951287806034094 0.068559881613479604 0.32660005986690527 0.0011021772663997178 10.274984372353765 decision_type=2 2 2 2 2 2 2 2 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 8 5 -1 -3 20 11 -10 -5 -2 -11 14 15 17 -15 -14 19 -12 21 22 -4 -22 -24 -26 27 -18 -29 -28 right_child=1 6 7 10 -6 -7 -8 -9 9 12 18 -13 13 16 -16 -17 26 -19 -20 -21 23 -23 24 -25 25 -27 29 28 -30 -31 leaf_value=-0.013008664187306881 -0.0051268547850831835 0.0034835100885528907 0.0395084864824553 -0.00016886496256174934 -0.0015756665357756828 -0.0043791312529404209 0.0086912320359839295 0.0060934052468238657 0.0073986800272333132 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23.953869196528107 3.8394166599027804 56.236859165248461 4.7003097475972018 leaf_count=5938 13518 39097 81 55170 28112 36032 7399 13866 1895 401 26136 16272 40 2225 1008 51 4475 130 9405 4923 283 1765 1038 32476 5452 4334 670 63 1327 118 internal_value=-1.11693e-11 0.00121745 0.000472592 -0.000292226 -0.00348945 -0.00491207 0.00433338 0.00280245 -0.00208217 0.000350698 0.000665493 -0.00315289 -0.000996298 -0.000395655 0.00713599 0.0232572 -0.00172608 0.0103004 0.00214712 0.00118799 0.0019495 -0.000653915 0.00104887 0.00289411 0.00072156 -0.00053068 0.000125438 0.00123649 0.00776375 -0.0100365 internal_weight=11399.4 8450.9 6820.47 5134.87 2948.47 1691.26 1630.43 1685.61 1789.8 546.976 3345.07 1242.82 459.212 438.439 65.8208 18.1964 372.618 11.6706 1205.09 902.041 1338.65 356.398 299.304 982.255 296.779 261.202 290.732 262.078 60.0763 28.6542 internal_count=313700 243618 197122 137827 70082 41970 46496 59295 42193 12403 95634 29790 10508 10107 1229 221 8878 170 40464 31059 45429 12670 10905 32759 10824 9786 6653 5865 1390 788 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 6 0 0 11 1 11 4 4 0 5 0 0 8 6 4 0 6 7 6 6 6 10 10 6 0 split_gain=53.1653 15.9136 13.5839 8.27448 6.37579 5.49777 5.71894 4.84276 4.93634 4.70582 4.70451 4.04928 7.22749 3.9909 3.91555 3.89578 4.5764 3.76262 3.70649 3.68666 3.66122 3.58532 4.91693 3.96256 3.35814 6.33546 8.17157 4.92805 4.76334 9.26697 threshold=1.7161799073219302 0.28805974125862127 -0.79627674818038929 4.3299207687377939 1.0000000180025095e-35 0.19988760352134707 0.42563462257385259 0.28675146400928503 -3.2703051567077632 1.0000000180025095e-35 3.4806373119354252 3.4433221162344596 3.620247068523311 0.2361470311880112 1.0000000180025095e-35 0.27976551651954656 0.24846091866493228 0.18333333333333338 0.45123457908630377 14.726705966340669 0.45210778713226324 0.21743451058864596 0.17748218774795535 0.20343931019306186 0.34966887533664709 0.37955629825592047 0.012747596643770011 0.01507540568290189 0.24675004184246066 0.25177134573459631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 7 5 17 6 -3 8 -1 -7 11 -2 15 -6 19 16 -13 20 -15 -5 -4 22 -11 -24 28 26 -26 -28 -12 -30 right_child=1 3 4 14 13 9 -8 -9 -10 21 24 12 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31 leaf_value=-0.012987983438550591 -0.0016065583746258361 0.00046832128868825961 -0.0032177850048107099 0.0052464368583617473 -0.0057761564532961629 0.0026589964306443091 0.011260371618068182 -0.0030562875743474984 -0.0058148920097301909 0.019955893193222739 0.0023329917600737305 0.0090666950543992451 0.00029809479344694876 0.0021625211663374123 0.014947652517238766 -0.015319029642852188 0.030780242625170366 -0.00096722000702174655 0.016322002853939557 0.018898728939190583 0.042591423474491463 0.0053482895074235242 -0.054758040279405777 0.0043727024665547393 0.023280144578862679 0.0023582943553935769 -0.029890105510607848 0.006272104047154497 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0.0141013 -0.00205746 0.00276411 0.00591926 -0.00316595 0.00609308 0.0153145 -0.01184 0.00189892 0.00414823 0.012777 0.00173693 0.000508593 -0.0034257 internal_weight=11376.3 6869.77 4506.56 3606.92 3267.04 3178.19 1184.08 1239.53 703.953 1994.12 3262.85 2296.41 899.095 464.977 428.728 53.4649 49.0495 2802.06 408.989 379.944 1389.39 469.83 35.111 5.12534 966.443 369.177 63.4245 30.9219 597.266 189.219 internal_count=313700 207702 105998 120452 72070 100774 37256 33928 20409 63518 87250 59883 22952 10497 19678 1014 939 61573 9372 17161 30776 14228 1041 89 27367 9299 1399 684 18068 5744 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 11 6 1 1 8 7 0 0 7 9 10 6 6 8 2 0 6 11 5 6 11 4 11 11 6 split_gain=52.6893 19.5216 13.2536 9.28282 7.14443 6.25883 4.96192 4.75449 4.34605 4.23491 3.98063 3.58313 3.53263 4.43047 5.18151 4.53751 5.65457 3.72202 3.60382 4.7552 3.87427 3.5258 3.48683 3.51502 3.45847 3.42046 3.28653 3.25405 3.2369 3.30615 threshold=2.3910034894943242 0.17378091812133792 1.0000000180025095e-35 0.32842732965946203 0.3665823638439179 -2.8060469627380367 0.36600293219089514 1.0000000180025095e-35 1.0000000180025095e-35 0.64583333333333337 0.2006943076848984 0.31636977195739752 0.26155561208724981 0.2006943076848984 1.0000000180025095e-35 0.0020432822745346528 0.68442630767822277 0.68442630767822277 0.23611111111111113 1.0000000180025095e-35 0.26086857914924627 0.179492361843586 4.857884645462037 5.5350908050609204 0.2907406240701676 2.3584704399108891 18.899495640571285 5.340548276901246 4.4022364616394052 0.017417468130588535 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 8 -1 9 11 12 -2 25 -7 13 18 17 16 -16 -15 19 -3 -20 -12 23 -4 -17 -6 -13 -8 -5 -30 right_child=2 4 22 28 10 7 27 -9 -10 -11 21 26 -14 14 15 24 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0087585252574156006 -0.00058568613567012604 -0.0055355271725983811 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314.92371009406634 8.0045050469925609 6.6227463287650599 40.126527553191409 84.049061551631894 13.334766648564253 96.901364157733042 8.3096181170549226 7.1840174692915744 30.68382267911511 23.009677308384198 158.92292313749203 leaf_count=11312 58852 13956 28573 35038 7838 27296 23834 4118 14493 3413 253 8849 45040 6566 133 214 8 149 7002 142 154 646 3242 407 1797 225 92 1380 1005 7673 internal_value=5.94886e-12 -0.00185505 0.00225156 0.00147172 -0.000678543 -0.00425409 0.000535255 -0.00364354 -0.0010964 -0.000275869 0.00300584 -0.00418561 -0.00153338 -0.00268621 -0.000198796 0.00518502 -0.0163332 -0.00217812 -0.00386192 -0.0052272 -0.00129602 0.0106514 0.00523402 0.00473059 0.0067983 0.00190439 -0.00191111 0.00246739 0.00366609 0.00735621 internal_weight=11353.4 6224.81 5128.59 4065.55 4176.58 2048.23 2849.5 1803.74 3751.16 2006.96 425.427 1604.95 3170.54 1363.47 437.615 117.637 8.20449 319.978 925.856 604.31 321.546 53.571 1063.04 978.989 109.433 371.856 448.973 842.538 1216.05 181.933 internal_count=313700 150283 163417 131195 98616 51667 87479 40355 89654 62265 8962 36237 75161 30121 8867 2152 141 6715 21254 14098 7156 899 32222 28980 2011 8063 8941 25214 43716 8678 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=11 11 0 1 11 1 11 6 0 0 7 6 6 0 7 0 6 6 10 0 10 4 4 11 10 10 7 0 4 0 split_gain=51.9358 14.7402 13.9878 7.06051 6.87977 5.87012 5.23325 4.76421 4.4412 4.17705 4.14913 4.12148 3.90727 5.8532 5.73208 5.47632 4.80787 4.37267 3.83981 6.78116 4.60339 3.76467 5.22327 4.25818 4.2993 3.76083 4.79786 4.61545 3.64208 3.61453 threshold=1.9298174381256106 -0.33340509235858912 0.29318770766258245 1.0000000180025095e-35 2.7811937332153325 1.0000000180025095e-35 -3.8925398588180538 0.30779561400413519 0.24846091866493228 0.25407753884792333 0.12889525294303897 0.51257953047752391 0.29262596368789678 0.20091342926025393 0.2074803560972214 0.11517783254384996 0.090652398765087142 0.24675004184246066 0.0023799517125162599 0.26575624942779547 0.0051744343648412192 3.4433221162344596 4.2186248773804307 3.7481241226196294 0.18551583916231176 0.016546617699508385 0.2484482824802399 0.25718426704406744 4.1246304637071782 0.37437555193901068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 8 29 -6 -1 12 10 -8 -3 -10 14 -14 15 -2 -17 -16 19 -15 -20 -18 23 28 -25 27 -27 -19 -23 -4 right_child=2 3 4 -5 5 -7 9 -9 11 -11 -12 -13 13 18 17 16 21 25 20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.011293931814545114 -0.03575401591189048 -0.0068307281927735925 0.00033764353461526297 0.0020588539170033806 0.0032845152045126794 0.0069389942820867979 -0.0064344729562390299 0.0018812302333307944 -0.001375471627431198 -0.0030735705862673141 -0.0022799665473764957 0.0034974670360627238 -0.020827482962111971 0.03379148916266117 0.0072128843683192797 -0.0031588077460398168 -0.0010419244790402546 -0.01280180147716399 -0.021298687498650631 -0.011182580393654497 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internal_value=-1.88303e-11 -0.00229492 0.00179678 -0.00118945 0.00320229 0.0042233 -0.00470573 0.00038798 -0.00176265 -0.00424891 -0.00345878 -0.000950297 -0.000516357 -0.00641532 -0.00021491 -0.00078165 -0.000697969 0.00462332 -0.00261354 0.0128632 -0.00554867 0.000348611 0.00241567 0.00923928 0.0267255 -0.00308017 0.00930581 -0.00858619 0.0066062 0.00129683 internal_weight=11335.6 4977.8 6357.84 3412.84 3182.64 2072.26 1564.95 3175.2 2900.94 1463.47 939.451 1961.49 1977.56 96.1434 1881.41 1684.14 1680.12 197.276 76.0755 12.1276 63.9479 1178.79 474.071 83.2353 10.8932 49.6315 15.2734 34.3581 72.342 1110.39 internal_count=313700 118361 195339 76723 108329 77485 41638 87010 64776 35412 19622 45154 55822 2785 53037 46683 46576 6354 2288 328 1960 30676 12157 1989 263 1308 429 879 1726 30844 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 8 6 8 7 1 11 5 6 8 4 0 7 0 7 6 0 4 6 10 11 10 6 9 6 7 split_gain=52.0368 14.8399 12.8564 8.21087 6.40984 5.8418 5.42785 4.51401 5.66818 4.33921 4.17026 4.1639 4.09459 3.86802 4.14298 3.81644 3.80461 3.77963 3.88808 3.53978 4.1672 3.45843 3.43686 3.78408 3.3727 3.3494 3.33169 5.33905 3.67433 4.89123 threshold=1.7161799073219302 0.28870338201522833 -1.4128691554069517 3.63657557964325 1.0000000180025095e-35 0.13392857142857145 0.50447744131088268 0.29285714285714287 0.14292877912521365 1.0000000180025095e-35 3.7895874977111821 5.0488622592236858 0.31524370610713964 0.64583333333333337 10.547326135264862 0.2718977183103562 0.045836554840207107 0.38025541603565222 0.14404108375310901 0.56382349133491527 0.11517783254384996 6.7948908804122405 -0.018225703388452526 0.068559881613479604 -2.6275770664215083 0.19577972960270443 0.42534138262271887 1.0000000180025095e-35 0.32660005986690527 0.25974802672863012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 5 9 6 12 15 10 -9 -3 -2 21 16 14 17 -4 -1 -8 -19 -14 -21 22 23 -5 -22 -16 28 -28 29 -10 right_child=1 3 4 11 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620.61640048280242 545.92158820124632 24.804443738445116 137.72241805680096 9.7024771449505334 8.3032104647718352 1506.5995632534286 233.51182337712817 4.1308494000695672 23.858012143988162 3.1111471232725298 10.622106753638947 404.97979283570749 584.11296676153597 0.55266445764573369 18.633679957631102 1.9414002182893444 61.377249733894132 43.622597622095782 84.391022409690777 5.047889578039757 leaf_count=326 50256 59849 29023 295 11377 11150 5945 11600 5727 17841 15036 1148 4582 228 161 33625 7776 83 433 64 742 16674 23751 68 452 31 1503 1698 1973 283 internal_value=1.8794e-12 0.00164804 -0.00251158 0.00298537 -0.00174542 -0.00588048 -0.00224865 0.000186179 0.00208905 0.00207284 -0.000467948 0.00525514 -0.0084324 0.00141687 0.00198933 -0.00267205 -0.0109618 0.00136102 0.0118691 -0.00487367 -0.013801 0.00495345 0.00349458 -0.014715 -0.0173113 0.0207556 0.00449214 -0.000152396 0.00599619 0.00410188 internal_weight=11314.5 6831.72 4482.82 3567.84 3652.22 830.599 3147.59 3263.88 834.963 2544.76 2428.92 1023.08 409.401 325.931 316.228 2821.66 239.312 305.984 27.9889 170.089 32.3669 998.277 593.297 9.1839 29.2558 10.2446 429.243 105 324.243 239.852 internal_count=313700 207702 105998 119626 80906 25092 69529 88076 22784 77690 65292 41936 13942 6881 6653 62648 8102 6461 516 5840 1258 40788 24114 363 1194 192 11184 3201 7983 6010 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=11 1 0 11 0 11 11 1 11 7 8 6 5 0 5 0 7 6 0 6 4 4 10 6 11 0 6 4 0 6 split_gain=50.8902 18.076 11.6401 9.73263 6.11392 5.83111 5.56055 5.11053 4.90367 4.38467 7.43438 4.30235 4.18986 4.115 3.85908 3.64575 3.65366 3.51243 4.21633 3.40418 3.35647 3.75707 3.3353 4.24867 4.65676 3.30954 4.14077 6.37998 5.0489 3.29344 threshold=1.1536204218864443 1.0000000180025095e-35 0.30077923834323889 -2.3216673135757442 0.24846091866493228 3.1949387788772587 2.9559297561645512 1.0000000180025095e-35 2.8845475912094121 0.19641235470771792 0.29285714285714287 0.45476210117340093 4.9439540817927217 0.37437555193901068 4.4029920666195652 0.28740626573562628 0.13430631160736087 0.30967901647090917 0.19100366532802585 0.3059657514095307 4.6935269008149776 3.4051711981388286 0.010388505591977461 0.3412040919065476 -0.96429783105850209 0.3665823638439179 0.12328986078500749 12.70981844265012 0.30397948622703558 0.032157480716705329 decision_type=2 2 2 2 2 2 2 2 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 8 15 9 25 -3 -6 -2 -5 20 -7 14 29 -9 16 17 -1 -19 -10 21 22 23 -11 -25 26 27 -4 -29 -8 right_child=1 6 5 4 7 11 13 12 19 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.02075741879195472 -0.0014253765604497072 0.0025151187127923249 -0.004235786982743424 -0.0060976734876445364 -0.0021825638684608928 0.002900877224401762 -0.0026672808367763905 0.0019956727855115364 -0.0004226497519323896 -0.005322254964988081 0.0088394737771796111 0.0076826294438508179 0.028849058024749366 0.010687727114639476 -0.032501472678254185 -0.0039042872749512911 -0.0076571030291835021 0.031987903575492443 -0.010723892915051041 0.0023790871179696859 -0.023497463799068603 0.021438150432823194 -0.0069416134637003621 -0.011545323639041032 0.0091310609447603185 0.0031046474910443344 0.0012071750399494507 0.043672958210661965 0.0059275792838250881 0.0056619145638251121 leaf_weight=42.99024113707128 2111.5559893317409 816.49899906192513 272.72638122481294 582.62588421307555 1775.3960172510488 798.36663226207838 46.345423645703704 279.83272152911377 909.92256374538238 72.045224703673739 50.304509917914402 214.93678127860767 5.1853179850149891 142.55306738731451 2.9492621354293069 157.67198990566249 184.05819677087129 2.4196016970090595 14.824018107610753 683.46820469505838 7.4801264656707636 5.4900645024608812 136.6399798446073 12.051928122295065 52.545480177388526 483.02998013391698 856.32369806195129 3.742629275191578 21.577508404414402 546.98454920979202 leaf_count=2006 53737 21351 8331 12597 39072 31739 1815 6116 28265 1635 753 9995 74 4448 77 5372 6896 37 723 19409 153 117 3124 311 933 11282 25255 33 589 17455 internal_value=2.65013e-13 0.00131752 0.000608663 -0.00307843 -0.00248783 0.00212651 0.00421966 -0.00158127 -0.000477284 -0.00452288 -0.0017967 0.00391516 0.0021259 0.00611093 0.00163589 -0.00746059 -0.00975591 -0.0161693 -0.00473063 0.000779126 -0.00366585 -0.00313372 -0.00362735 -0.000313156 0.00527347 0.00101961 0.000147159 -0.0028984 0.0115068 0.00501132 internal_weight=11292.5 7908.03 6355.65 3384.51 2982.55 2650.7 1552.38 2063.36 3704.95 919.183 336.557 1013.3 287.967 735.883 282.782 401.964 244.292 60.2339 17.2436 1593.39 286.253 278.773 273.283 136.643 64.5974 1637.4 1154.37 298.047 25.3201 593.33 internal_count=313700 233704 188635 79996 64962 87224 45069 45339 101411 19623 7026 41734 6267 23718 6193 15034 9662 2766 760 47674 6273 6120 6003 2879 1244 45490 34208 8953 622 19270 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 6 6 0 6 11 8 6 8 7 11 6 9 11 6 6 0 6 6 11 0 11 10 0 11 5 split_gain=50.0501 14.4899 12.5688 7.76624 7.09605 5.0972 5.02746 5.27913 4.75124 5.66525 4.68301 4.66107 4.64458 5.11592 4.47815 3.9369 4.99298 3.74231 4.01293 4.26532 5.11667 5.49469 4.40783 3.89537 3.74535 3.63233 3.57109 4.00173 3.56055 3.55696 threshold=1.7161799073219302 0.28805974125862127 -1.616288900375366 4.3299207687377939 1.0000000180025095e-35 0.50447744131088268 0.19988760352134707 0.42563462257385259 0.45476210117340093 -4.9901404380798331 0.23611111111111113 0.22081159055233004 0.29285714285714287 0.14292877912521365 3.7895874977111821 0.42534138262271887 1.0000000180025095e-35 3.852384209632874 1.0000000180025095e-35 0.24675004184246066 0.16306325793266299 0.23949439823627475 0.31524370610713964 4.7437663078308114 0.25331285595893865 1.8040035963058474 0.21737803362016897 0.36781153082847601 2.6430628299713139 3.044417569746988 decision_type=2 2 2 2 2 2 2 2 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 12 8 6 5 10 7 -3 -1 -10 -4 25 14 -14 -2 28 -17 -16 -19 20 23 -22 24 -20 -21 -8 27 -27 -15 -5 right_child=1 3 4 29 -6 -7 11 -9 9 -11 -12 -13 13 15 17 16 -18 18 19 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0073608116569483639 -0.0012010630804892735 0.00045883625521485506 -0.00381966506215578 0.0057743701691594825 0.0014960724686150419 0.0012049388116366839 -0.018405740513744204 0.010898443267683036 -0.028889822765423751 4.8919235143643564e-06 -0.0014019933129639827 0.0029509485096382198 -0.00033133650701763306 0.0023489210905210775 0.01063103645190132 -0.0062537127255144166 0.0071387772499232833 -0.011053796166230112 0.037728947857117563 -0.012644415327837145 0.0032247094547550276 0.037661261703755 0.0014888988949752625 0.0012183924488441656 0.0025434565165814169 0.0072964515682926341 -0.032508263929660691 0.019830476407878106 0.0087477551136460035 0.014558469812941592 leaf_weight=567.36515167222751 1865.1699551024853 1127.3033443821187 1558.3485203503897 379.43638903420469 514.76631859786721 335.47493834912893 4.2836749053676604 45.348674742461299 6.3890471325721583 138.31604810714634 1342.0325040853968 1847.8746094261805 398.87020863872021 135.59761507672374 40.827715405088384 60.358513672137633 42.834072930811089 23.002604796858122 7.4186345973284897 42.1004130517249 164.43286699568853 4.2786105305422089 233.26896849097102 4.0744203075300902 22.381794415443437 96.662336023233365 1.7810566758271296 30.05235998891294 185.09551063377148 46.581787080962386 leaf_count=18210 49875 36012 35012 17204 11622 7133 87 1244 768 3566 29687 59202 11400 3134 1044 1488 1680 955 248 1192 4576 175 5714 133 874 3201 49 979 4762 2474 internal_value=-6.49746e-12 0.00161839 -0.0024693 0.00293299 -0.00177558 -0.00229604 0.00241935 0.000862556 -0.00612323 -0.00127087 -0.00270099 0.00334106 0.000161494 0.00210735 -0.000503648 0.00440212 -0.000694642 0.0018973 0.0011855 0.00177454 0.00541744 0.00409804 -0.000430205 0.0247855 -0.0073727 0.00877019 0.00967616 0.0102691 0.00604216 0.00673484 internal_weight=11271.7 6809.04 4462.69 3579.32 3750.62 3235.86 3153.31 1172.65 712.07 144.705 2900.38 1980.65 3229.71 822.756 2406.96 423.886 103.193 541.786 500.958 477.956 180.205 168.711 297.751 11.4931 64.4822 132.779 128.496 126.715 320.693 426.018 internal_count=313700 207702 105998 120452 83454 71832 100774 37256 22544 4334 64699 63518 87250 22464 64786 11064 3168 14911 13867 12912 5132 4751 7780 381 2066 4316 4229 4180 7896 19678 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 9 11 0 11 0 4 4 0 11 6 4 0 10 6 1 0 11 11 7 6 11 0 6 7 0 split_gain=49.3749 20.4857 13.5157 8.48872 6.45571 6.22826 6.22357 5.74884 4.72166 4.68982 4.34049 4.11388 4.01688 3.83783 3.81378 3.71194 3.6257 3.81914 3.54887 3.48297 3.38852 3.27654 4.93092 3.26338 3.15598 3.74666 4.82839 4.1559 3.46407 3.37087 threshold=0.43509620428085333 1.0000000180025095e-35 2.6430628299713139 0.28805974125862127 0.37036058306694036 1.0000000180025095e-35 -2.3216673135757442 0.24846091866493228 2.4064546823501591 0.25018066167831426 18.245816133915071 11.322927770719508 0.42563462257385259 2.6127787828445439 0.49705748260021215 11.664665222033516 0.28423905372619634 0.0007084359586575496 0.21224857866764071 1.0000000180025095e-35 0.28740626573562628 2.4233489036560063 2.4064546823501591 0.13430631160736087 0.3059657514095307 3.0149137973785405 0.26643058657646185 0.3412040919065476 0.024392643012106422 0.2829731553792954 decision_type=2 2 2 2 2 2 2 2 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 5 11 8 7 20 -2 -3 -8 -10 16 -9 18 -5 21 24 -18 -7 -11 23 22 -14 -1 29 26 -26 -28 -27 -4 right_child=1 4 3 14 -6 13 9 12 10 19 -12 -13 15 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31 leaf_value=-0.015649097663493854 -0.0032849374331259348 0.0010109629305748451 -0.001206233555121872 0.0025770206329825975 0.0080568452462323019 -0.010838736437539152 -0.0053730733342696709 -0.00072282499691160595 0.0044360110946568259 -0.0027918871970282299 0.037546095164828278 0.0090001771098975614 0.00090313383599238553 0.019068824641736027 0.0066145787628248036 0.024681942155063769 0.03192439822507509 -0.0082597723481577737 0.0021075217617992281 0.0017439846460250152 -0.0038764615312932831 0.024595537438631927 -0.071767141482840066 -0.0075518306970538997 -0.0050866448863640711 -0.025322072141021553 0.038458996435998566 0.0042587599429330138 0.0031077326965970389 0.01514730077142951 leaf_weight=59.269844122492941 1014.0787578131426 558.09536551987003 866.12998768553234 1523.2806360407785 291.36204649246065 19.763168402365409 606.62916899986703 2208.0887006824269 827.40885876752873 1134.1352329182409 3.5787820495315819 45.948442075023195 18.71301531224163 11.615957203102878 244.32398734153685 10.270212705712764 2.2009795047342768 64.744380122341681 532.967040226682 176.00420764848241 157.29092828005014 5.1186444263439617 0.87985461950302024 183.42739615034952 117.73835840116953 3.8857800576370201 3.8064641592791331 19.997784606181085 525.85185755594284 11.494417181762399 leaf_count=2766 22526 14183 25404 56547 8349 555 13672 56166 25474 25439 155 1461 377 306 10640 227 74 2392 12426 3641 5372 96 8 6896 3051 156 153 592 14088 508 internal_value=-9.62814e-13 0.00101232 0.000320639 0.0016879 0.00399682 -0.000906339 -0.00390259 -0.00141047 0.00314522 -0.0031923 0.00457861 0.000148553 -0.000563032 0.00200326 0.0031351 0.00952327 -0.000103152 -0.00693863 0.00164462 -0.00218254 -0.00730638 0.00322326 -0.00236026 -0.00952929 0.000192285 0.00174067 -0.00259522 0.00972761 0.00289919 -0.000992048 internal_weight=11248.1 8931.34 7250.9 3429.4 1680.45 3821.5 2316.76 3257.15 1389.08 1916.77 830.988 1661.8 2243.07 564.346 1767.6 34.9817 1615.85 66.9454 552.73 1310.14 399.988 24.7115 19.5929 242.697 1548.9 671.28 141.543 23.8042 529.738 877.624 internal_count=313700 255914 207753 115066 48161 92687 57786 79400 39812 42752 25629 47879 56874 13287 67187 708 46418 2466 12981 29080 15034 481 385 9662 43952 18040 3796 745 14244 25912 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 11 0 0 8 4 4 11 7 10 11 4 6 6 0 0 7 8 6 7 10 10 11 11 0 4 split_gain=48.4822 20.1383 11.4362 9.02476 8.16954 7.30944 5.8426 5.17395 4.88122 5.75205 4.77321 4.30523 3.98287 3.83336 3.55429 3.52304 3.46527 5.86708 4.629 5.77261 3.88909 3.82276 4.70572 6.20341 3.52175 3.67092 4.56808 4.95194 3.50859 3.46251 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 0.28996926546096807 -3.2703051567077632 0.37036058306694036 0.33773362636566168 0.23611111111111113 4.3737294235846038 5.417109955857228 2.6430628299713139 0.068092878907918944 0.19577972960270443 2.51878833770752 18.245816133915071 0.36600293219089514 0.37955629825592047 0.24931013584136966 0.27461262047290808 0.053649526089429862 0.29285714285714287 0.28061763942241674 0.085787981748580946 0.10434339710482733 0.034079277651666302 3.7895874977111821 4.857884645462037 0.32694432139396673 8.7603777016451136 decision_type=2 2 2 2 2 2 2 2 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 8 5 -1 14 16 12 -10 -11 -5 -2 -12 -3 -16 20 18 -18 -20 -4 -22 24 28 25 -23 -27 -28 -24 -13 right_child=1 6 7 11 -6 -7 -8 -9 9 10 13 29 -14 -15 15 -17 17 -19 19 -21 21 22 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.01255054398702903 -0.011155268958678081 0.0014703932545293307 0.013240688787551269 -0.00015449422636606636 -0.0014974065282205523 -0.0042081223071079709 0.0080829395189049944 0.0052870913214955193 0.0049311365427711206 -0.0082138277346987462 0.00033045941390749765 0.0011631474038975747 -0.0026860964218056267 -0.047242511652233699 0.0045033787706709825 0.035786179695649213 0.026108358517088412 0.0026917535808756473 -0.022912928975666078 0.01575781698039895 -0.0012933770086027124 -6.1285169701521234e-05 0.00086769205600957652 0.016501920671502426 -0.01234981737940874 -0.0013531674402581441 0.028176723596770134 -0.017269264531517579 -0.042726203281606485 0.0048910336518264161 leaf_weight=100.61667998867051 52.203618669824209 540.2962626898734 20.562781818473013 2109.4042715484611 1242.6344207279908 1561.0290375051718 284.21259463395108 465.66019679827514 170.73989864297619 80.019048219110118 284.36396126216277 889.99476812755529 1170.8692040100068 1.5326242923620146 780.12449978938821 3.2535393492435096 18.034289275528863 382.98314412314357 4.9686378012411323 11.55039543796738 547.25521914788078 110.4845500072297 5.2477953541092566 40.018054566724459 15.962653651789877 13.824267224990765 15.10388832667377 2.5175591473816885 2.431446710252203 299.76441378591699 leaf_count=5938 1660 13954 1043 55170 28112 36032 8225 19382 3525 2225 6618 31059 28130 35 24169 148 371 12214 101 473 17978 3966 243 1547 623 416 713 163 62 9405 internal_value=-1.0044e-11 0.00116449 0.000442436 -0.000266008 -0.00333732 -0.00471328 0.00418024 0.00260586 -0.00200097 0.000384315 -0.00173728 0.000659398 -0.00304758 7.54319e-05 0.00334227 0.0046333 0.0015575 0.00375992 0.0155993 0.00412633 0.000368483 1.68994e-05 0.00350469 0.0117625 0.0010101 0.00251267 0.0115563 0.0216839 -0.0129353 0.0021024 internal_weight=11227.7 8323.38 6715.5 5058.89 2904.28 1661.65 1607.89 1656.6 1759.73 536.656 365.916 3299.16 1223.07 285.897 1323.67 783.378 1190.94 417.536 34.5533 16.519 773.408 752.845 205.59 47.6973 157.893 141.93 31.4457 17.6214 7.67924 1189.76 internal_count=313700 243618 197122 137827 70082 41970 46496 59295 42193 12403 8878 95634 29790 6653 38271 24317 39913 13159 945 574 26754 25711 7733 1852 5881 5258 1292 876 305 40464 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 0 11 9 7 0 0 10 6 11 11 8 4 7 6 6 0 7 10 6 11 11 6 0 7 10 split_gain=47.8691 19.829 12.4606 10.4527 6.15244 5.98973 6.16435 5.75293 7.24807 4.99955 4.60094 4.93412 4.42377 4.2211 3.99361 3.91478 5.90216 4.48909 3.72682 5.47325 4.22144 3.71728 3.7013 3.66772 3.75184 3.62076 4.93609 4.10915 3.28967 3.21707 threshold=0.43509620428085333 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 0.37437555193901068 0.28675146400928503 -3.2703051567077632 1.0000000180025095e-35 0.22877723723649981 0.33215327560901647 0.10225538164377214 0.014204645420246466 0.62301644682884227 2.4064546823501591 2.6430628299713139 0.18333333333333338 3.620247068523311 0.084742318838834776 0.16285634040832522 0.1339482665061951 0.20905135571956637 0.078937754034996047 6.9515980236634092e-05 0.16643700003623965 3.7895874977111821 0.66328173875808727 0.36330509185791021 0.23168353736400607 0.2484482824802399 0.0044501602815665295 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 7 13 6 -1 15 25 18 -10 12 28 -3 -5 21 17 -17 19 20 29 -2 -22 24 -20 26 -9 -27 -12 -4 right_child=1 4 9 14 -6 -7 -8 8 10 -11 11 -13 -14 -15 -16 16 -18 -19 23 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.012458715861491353 -0.0099622276338535119 0.001132520523177047 0.026291641217274078 -0.00010463762792939976 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1025.0698610323816 212.5913076805291 834.20071639235539 7.1423070149321575 120.16447674130904 3.961114326142706 42.389244793215767 22.451715702190995 26.101696812998853 leaf_count=5792 2392 14367 215 61989 7510 23931 28063 62 387 21236 566 967 177 26284 40464 169 10799 1641 63 1681 59 24557 8111 26929 185 2573 77 1247 391 816 internal_value=-1.78127e-12 0.000998377 0.000316844 -0.000361495 0.00394041 -0.00384997 -0.00520917 -0.00213453 0.00180463 0.00260462 0.00760141 0.0109896 0.00497327 0.00314909 0.000590435 -0.00280959 -0.00075205 0.00633473 0.00150706 -0.00135049 0.000506876 -0.00383975 -0.00105822 0.00253155 0.0214101 -0.00214583 0.0192119 -0.00304648 0.00153916 0.0102355 internal_weight=11208.5 8900.41 7226.39 5573.74 1674.02 2308.06 1288.72 1947.11 284.859 1652.65 115.451 87.4584 51.0596 1407.56 3626.63 1662.25 554.584 88.8274 1145.72 302.361 249.523 1107.67 214.944 843.362 9.16134 169.409 6.85481 162.554 44.3518 34.5793 internal_count=313700 255914 207753 148458 48161 57786 33855 46005 6447 59295 2488 2101 1134 40651 102453 39558 12609 1810 38059 10882 9201 26949 8170 27177 248 3959 139 3820 957 1031 is_linear=0 shrinkage=0.03 Tree=157 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 0 9 7 11 0 4 4 11 1 0 10 6 8 4 7 11 6 0 11 6 6 0 0 11 6 split_gain=46.8199 19.4435 12.1275 9.98929 6.06961 6.01603 5.65279 6.76941 4.94421 4.74487 4.43564 6.33886 4.2207 4.20671 4.07043 4.21302 4.26419 3.99327 4.39743 4.55477 3.87243 4.20594 3.96323 3.72655 3.63526 4.84904 4.96272 4.59488 3.35423 3.30684 threshold=0.43509620428085333 1.0000000180025095e-35 3.5142571926116948 0.25718426704406744 0.37036058306694036 0.25018066167831426 1.0000000180025095e-35 0.22877723723649981 -4.9901404380798331 0.33937859535217291 8.2457841863173211 12.01674487939359 2.51878833770752 1.0000000180025095e-35 0.10225538164377214 0.014204645420246466 0.62301644682884227 0.23611111111111113 3.620247068523311 0.084742318838834776 0.66328173875808727 0.34757506847381597 0.23168353736400607 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3.83985 3.62007 3.41434 3.05162 3.04919 2.99611 3.94733 4.86956 4.59125 4.57931 threshold=1.9298174381256106 -0.33340509235858912 1.0000000180025095e-35 0.30077923834323889 0.31704913079738622 -4.3557312488555899 0.34330843389034277 2.9559297561645512 1.0000000180025095e-35 0.45735916495323187 0.41180542111396795 0.12524849921464923 0.32622846961021429 3.7284773588180546 0.37437555193901068 0.034079277651666302 2.555843120094428 1.0000000180025095e-35 1.0000000180025095e-35 0.31771202385425573 0.058641791343688972 -1.0000000180025095e-35 0.16513995081186297 0.13392857142857145 1.0000000180025095e-35 3.5974275744411117 0.37499696016311651 0.4058642983436585 0.28038685023784643 3.620247068523311 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 6 25 -1 -2 -4 9 16 -11 12 23 -5 -9 -14 17 -7 19 22 -21 -22 -6 -10 -12 -3 29 28 -28 -27 right_child=2 4 7 13 18 8 -8 14 11 10 24 -13 15 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.011969069573653563 -0.00088840366888023382 -0.0028901607327518637 0.0022806355300887728 0.0016899887150712985 0.028560564930176738 0.037934869159658907 0.0017349054285093707 0.0048820092409559519 0.0043835873314363389 -0.0016360244606757454 0.041552551590789209 0.0050031463035972177 0.024164076972892776 0.0044759674208247049 0.010139127398631589 -0.018150058625083662 -0.0037627097103093013 -0.0072031095575387609 0.00454547012176423 -0.0130910618925804 -0.015927015333864109 0.00049168367118728482 -0.0072672272366539328 -0.014706005825402027 0.0046948640765639062 0.01019413670999514 0.023762796232254461 0.0009691077789917579 0.00099165657608158049 -0.0019747875732915136 leaf_weight=75.401852400507778 1921.0108609371055 1357.7014983537738 537.92863791088348 1562.783859649986 8.5895132113946584 1.5815605558454979 929.61458537620638 588.05660053038082 9.8146704629180004 237.14968302872148 3.6120406277477723 86.376649463170907 7.4451284214737807 585.80880240547413 140.52049036865355 2.2539018648676574 527.25181251944741 554.28689182126982 176.25250937954115 20.020131349563599 12.287778106750919 735.89766541953941 3.3189073993125922 32.471413387800567 4.5834673459175974 28.775619149440899 18.320414814108517 141.5801496967033 14.103902131377252 848.38003945370292 leaf_count=4975 56432 31795 14522 49873 163 23 24910 19270 265 5638 27 1889 134 25884 4448 54 12960 14714 4251 554 215 15887 65 865 94 536 388 3175 357 19337 internal_value=2.4616e-11 -0.00217868 0.00170639 0.00103402 -0.00112714 -0.0044732 -3.2919e-05 0.0043604 -0.00408788 -0.0046165 -0.000881918 0.000987628 -0.00568442 0.00244958 0.00589595 0.0143309 -0.00546245 -0.00707468 0.000968655 0.000160539 -0.000124919 0.000222032 0.0185753 -0.0102753 0.0209393 -0.00195921 -0.000756774 0.00337082 0.0138578 -0.00157558 internal_weight=11173.2 4907.46 6265.72 4999.22 3365.23 1542.23 2850.63 1266.51 1466.83 1328.47 245.345 138.362 51.9851 2148.59 728.577 9.69903 1083.12 555.868 956.367 780.114 768.206 748.185 11.9084 42.2861 8.19551 2408.86 1051.16 174.004 32.4243 877.156 internal_count=313700 118361 195339 157099 76723 41638 81342 38240 36663 33456 5759 3207 1318 75757 23718 188 27697 14737 21135 16884 16656 16102 228 1130 121 55588 23793 3920 745 19873 is_linear=0 shrinkage=0.03 Tree=159 num_leaves=31 num_cat=0 split_feature=11 1 11 0 11 6 0 9 7 6 11 0 0 6 0 0 10 6 11 10 8 4 7 0 6 11 7 11 0 6 split_gain=45.5218 19.2765 12.0538 9.87021 5.9677 5.77905 6.42901 5.76603 6.44007 5.06199 4.94175 4.77476 4.65078 4.58129 4.30853 4.10099 4.15543 4.61706 4.07008 3.79246 3.62713 4.81548 3.67993 3.61222 4.5824 3.70133 3.41896 3.40173 3.37162 4.05112 threshold=0.43509620428085333 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 -2.3216673135757442 0.040838092565536506 0.37437555193901068 1.0000000180025095e-35 0.22877723723649981 0.15190938115119937 0.66328173875808727 0.25018066167831426 0.45210778713226324 0.36330509185791021 0.3546332865953446 0.10225538164377214 0.014204645420246466 0.62301644682884227 3.4486099481582646 0.14863014605158933 0.18333333333333338 3.620247068523311 0.084742318838834776 0.3665823638439179 0.46785375475883489 2.7365504503250127 0.078937754034996047 -6.4826273918151847 0.22302854061126712 0.21743451058864596 decision_type=2 2 2 2 2 2 2 2 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 7 27 -3 18 20 10 19 13 -6 -11 -9 -4 -10 17 -17 -7 -8 26 22 -22 24 -5 -26 -2 -1 -12 -30 right_child=1 5 14 23 11 6 9 8 15 12 28 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.021827099752738353 -0.0096852943753497761 -0.00068244536888823078 0.0017758729795578358 -0.00029295061099835206 -0.0052830546492711843 0.002619990227653207 0.023471766122103468 -0.0088379772425930102 -0.0029708525714107442 0.0065607348368916787 -0.0060047797445595625 -0.0020471348904924119 0.029877518277442072 0.040298766559890467 0.0055724446296548371 0.0012746518198260889 0.017970836519145484 0.027660453187016366 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3818 24557 13788 143 1393 internal_value=1.15199e-11 0.000974969 0.000302024 -0.000366003 -0.0037669 0.00388414 0.00456828 -0.00209492 0.00184765 0.00920815 -0.0018823 -0.00306934 0.00750517 0.0221951 0.00255846 0.00730483 0.0104118 0.00483818 0.003707 0.0210094 -0.00277486 -0.000789598 0.00559547 0.000559265 0.000123992 0.00343502 -0.00377078 -0.00712381 -0.0029744 0.0032143 internal_weight=11155.5 8861.8 7197 5553 2293.66 1664.8 1447.88 1935.82 284.749 226.687 169.141 1899.04 198.1 7.33903 1643.99 115.607 88.7676 51.0939 1221.2 28.5869 1651.07 551.568 89.1268 3617.18 2987.42 334.118 1099.5 394.617 161.802 53.1856 internal_count=313700 255914 207753 148458 57786 48161 41269 46005 6447 6451 3959 42752 5620 139 59295 2488 2101 1134 34818 831 39558 12609 1810 102453 87095 10254 26949 15034 3820 1536 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=11 0 11 1 1 9 1 6 11 6 7 4 4 8 6 5 0 6 9 7 0 6 11 6 10 0 6 11 11 0 split_gain=45.0267 13.2119 13.1015 6.67124 5.66204 5.54843 4.83438 4.80701 5.23918 4.67434 6.26894 4.75191 6.99254 4.51172 4.44781 3.96155 3.77312 3.71066 3.74259 10.8457 3.92444 8.87011 4.33062 4.54564 4.2915 4.06815 4.6828 10.8932 6.37231 4.00485 threshold=1.9695546030998232 0.29318770766258245 -0.79627674818038929 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.45735916495323187 -4.9901404380798331 0.058682110160589225 0.2526784241199494 3.4051711981388286 3.620247068523311 0.13392857142857145 0.23634978383779529 6.4201495286162675 0.24846091866493228 0.49350924789905554 1.0000000180025095e-35 0.25081644952297216 0.13908997178077701 0.58114576339721691 3.63657557964325 0.7033173441886903 0.011880161567864979 0.20091342926025393 0.58749014139175426 3.6012072563171391 3.2100851535797124 0.16306325793266299 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 6 15 5 16 7 13 -9 10 -2 17 -13 -1 -8 -3 -4 -11 19 20 21 24 -23 -24 -19 26 27 28 -22 -29 right_child=1 3 4 -5 -6 -7 14 8 -10 11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 25 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0084374559988931591 -0.0032590650851930109 0.0021886878596990927 -0.0038213441803393844 0.0055187539149876442 0.0015369277845325318 0.001492779928710556 -0.0026060917579304112 -0.030396681678002573 -0.00064321981118513002 -0.00072869614278568272 0.01868047528175561 0.012516587344294141 0.0018466676987684558 -0.0041581321896449119 0.010991418994664423 0.016414304131152507 -0.001459136940938713 0.051833810361279702 0.0079037400036319899 -0.021800890309639834 -0.00035195599248671915 -0.0048856499488977561 0.022479760324608043 -0.044204616063261273 -0.015503847682521431 0.0070681482188781446 -0.013360500839422921 9.2437301175916789e-05 -0.035820540942883193 0.030490549722239701 leaf_weight=464.92820691205998 405.89764682258487 2294.7393341238303 894.21172963730987 771.98915364742425 559.6897472990604 417.72394556042855 75.656968006165698 5.4651882738689883 209.68770977489476 1464.1570659304434 12.070003300530287 59.08518701425055 857.96320278403437 423.90467541232647 30.330079007399036 17.754669348818425 1905.1047668341416 5.9075812126975498 94.859107063479314 17.643883955213823 13.548836390371436 18.315911487181442 12.431368286721405 0.99353162141051221 0.99530496541410673 46.510888251417782 29.761458705877885 5.9370685963658643 6.8705749835935412 11.372037740307858 leaf_count=14312 13743 81430 19573 25062 13243 9456 1944 736 5022 39549 658 1165 23788 11103 811 645 44632 110 3057 467 281 425 173 26 19 1321 569 101 103 176 internal_value=-3.42554e-11 0.00171796 -0.00211831 0.00310403 -0.00124794 -0.00173244 -0.00483503 -0.00542259 -0.001399 0.00032277 -0.0026255 0.000788422 0.00253413 -0.00639655 0.00128508 0.00229791 -0.00221372 -0.000137324 0.00312826 0.000468085 0.00304211 0.0113041 0.00460134 0.0175447 0.0421246 0.00024149 -0.00446312 0.00255542 -0.0122862 0.0200639 internal_weight=11135.5 6148.8 4986.7 3084.48 3776.73 3217.04 1209.97 1103.99 215.153 3064.32 417.968 2646.35 917.048 888.833 105.987 2312.49 2799.32 1729.3 265.148 170.288 152.645 38.6437 31.7408 13.4249 6.90289 114.001 67.49 37.7285 20.4194 17.3091 internal_count=313700 192868 120832 107137 86904 73661 33928 31173 5758 85731 14401 71330 24953 25415 2755 82075 64205 46377 6828 3771 3304 753 624 199 129 2551 1230 661 384 277 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 8 6 1 11 6 0 0 10 4 6 0 4 6 0 6 0 6 11 11 4 10 11 11 0 6 split_gain=43.9998 13.7234 13.4418 8.47804 5.27732 4.70456 4.89965 4.56588 4.58079 4.22137 6.77461 4.44578 4.01606 3.9208 3.73511 3.72846 3.92341 3.69946 4.8886 3.59805 3.61305 3.60204 3.53598 3.45602 3.41785 4.13922 3.45312 3.85762 3.39632 3.74099 threshold=2.0831813812255864 -0.55156993865966786 1.0000000180025095e-35 0.32842732965946203 0.30140350759029394 0.64583333333333337 0.37262986600399023 1.0000000180025095e-35 -6.4826273918151847 0.12524849921464923 0.32992492616176611 0.38184265792369848 0.034079277651666302 13.340131671191317 0.45735916495323187 0.31910881400108343 13.103616049815514 0.179492361843586 0.42563462257385259 0.040838092565536506 0.45210778713226324 0.062130847945809371 -4.9901404380798331 4.0180888175964364 2.555843120094428 1.0000000180025095e-35 -5.5399577617645255 -3.8925398588180538 0.11517783254384996 0.61618208885192882 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 -3 6 -2 8 -1 10 -9 12 -12 15 24 -8 -17 18 -5 -4 21 -21 -16 -19 25 -10 -26 -28 -24 -30 right_child=2 4 19 17 -6 -7 13 9 14 -11 11 -13 -14 -15 22 16 -18 23 -20 20 -22 -23 28 -25 26 -27 27 -29 29 -31 leaf_value=-0.023547435349053479 -0.00074550254553822776 -0.001949987085965681 -0.00018972180474818753 -0.00018267223573624562 0.00032671258238077782 0.0051528113768160985 0.0012653220462826775 -0.011597697337048284 0.03874915790623723 0.005441839839087732 0.032049284285150366 -0.025186800771345379 -0.029575433476338148 0.029262420333630582 -0.028069733084583749 0.010726003395182451 -0.055964065427275396 0.0031370719204686631 0.013137550432383762 0.016096128203718248 0.024363329792959573 0.0047612655474842782 0.018930020445052976 0.0075424483805084487 0.017748752437698401 -0.0075776901232629543 -0.01873444649330696 -0.0037111748165992663 0.00037985507520086546 -0.0089786387398073739 leaf_weight=12.018218779150628 2282.0367508869767 2400.344004988503 124.60625082693878 384.49434151820969 1482.0938005026837 166.72601592550927 803.51701296482861 39.325937287590932 1.7416198458522547 74.40584895198117 7.6976921982131881 1.9943387517705549 1.0860557900741694 4.6917859978275365 4.4343024307454462 49.779619789071148 0.80680069420486589 746.62138666738974 26.506771799675334 25.865541269100504 8.779880670423152 1030.8488419026198 7.4297247964423141 204.07751988809468 6.5315493486705227 518.10158673688056 15.914946429518748 459.96628318485455 173.9860750924272 49.346322807657998 leaf_count=1100 69920 56456 4353 13332 33843 6332 22648 1128 18 1822 110 60 34 96 534 2056 8 23839 917 816 180 31060 146 9999 212 15192 924 11169 4219 1177 internal_value=4.75561e-12 -0.00199277 0.00178771 0.00106228 -0.00108087 0.00024206 -1.86189e-05 -0.0045695 -0.00511542 0.000908911 -0.00582261 0.0152489 0.0244298 0.0019129 -0.00493641 0.00176266 0.00966237 0.0030546 0.000676391 0.00463385 0.00519795 0.00503871 -0.00153403 0.00408273 -0.00573484 -0.00742248 -0.00391624 -0.0042136 -0.00102412 -0.00168795 internal_weight=11115.8 5256.42 5859.36 4669.26 3882.44 3307.56 3140.83 1373.98 1249.47 124.51 50.104 10.7781 8.78375 858.795 1237.45 854.103 50.5864 1361.7 411.001 1190.1 1065.49 1056.71 235.196 950.699 1002.26 519.843 482.413 475.881 230.762 223.332 internal_count=313700 128144 185556 149147 90299 101060 94728 37845 34691 3154 1332 204 144 24808 33591 24712 2064 48087 14249 36409 32056 31876 6076 33838 27515 15210 12305 12093 5542 5396 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 11 9 7 11 11 0 6 0 0 10 6 6 10 6 6 6 0 0 0 0 10 11 8 4 10 split_gain=43.4145 18.5588 11.9263 9.8037 5.92529 6.03997 5.83718 6.18305 5.53977 4.90651 4.36838 4.11268 4.02573 3.83191 3.86049 5.48093 3.64152 4.04869 3.53392 9.47236 5.48616 8.21913 5.11033 8.80092 4.68637 4.30025 4.132 4.00044 3.95487 3.82539 threshold=0.43509620428085333 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 0.28675146400928503 -3.2703051567077632 1.0000000180025095e-35 0.22877723723649981 2.9559297561645512 0.66328173875808727 0.10225538164377214 0.36330509185791021 0.3546332865953446 0.23920497298240664 0.013812769766778034 0.62301644682884227 0.64181154966354381 0.0047051133182187685 0.49705748260021215 0.41706417500972753 0.35670280456542974 0.12162990495562555 0.2188549414277077 0.15876720100641253 0.19371061772108081 0.0039903142539170497 3.3343302011489873 0.43650793650793657 6.171540406224719 0.0059674598444434688 decision_type=2 2 2 2 2 2 2 2 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 6 5 -1 16 9 -3 11 -9 -8 -4 14 15 -12 18 -18 19 20 -2 29 23 -20 -25 -23 -27 -21 -26 -22 right_child=1 8 12 -5 -6 -7 7 10 -10 -11 13 -13 -14 -15 -16 -17 17 -19 22 27 21 25 -24 24 28 26 -28 -29 -30 -31 leaf_value=-0.012323570280940882 -0.0029119954667499452 0.0022889130346729772 0.0017851645191834823 0.00055067014894330426 -0.0019712755357579556 -0.0044631509578538387 -0.0077705346944492481 -0.0033868490229722291 0.0057891766566221959 -0.0029069231346961172 0.0022248945580326212 0.038869066632849975 0.0054643932291011995 -0.019745925715297066 0.019082472629800031 0.031692105591156892 -0.025965782433886225 -0.0049455177729807939 0.009801695276410758 -0.012810382344055937 0.046165257735733364 -0.0085647850250743143 0.014964529456862084 -0.014925569839484462 0.007354631436238308 0.003250019942796212 0.034364967693058524 0.012705416913334181 -0.034309084912048267 0.0089854879861842821 leaf_weight=95.08486006509338 1243.2923273386186 931.23621149461178 1297.1259134093343 3603.9631988434157 1007.9088573073168 1177.5077732611426 2.6572041907929806 26.915528236189857 722.79933489330506 160.51796591047605 42.307243076851591 4.7315583492163569 337.2419935400394 3.6380226393230251 36.44505185080925 6.5620633382350197 12.538419002259614 24.093133970862255 41.854577082092874 104.04098454304039 5.5868955590412934 29.463009565719403 23.310466822411399 35.849739823432174 18.966774675645869 85.823134559788741 4.0211590313119805 5.8405329140077802 2.2990467560011885 4.4939996218308806 leaf_count=5792 30929 24443 45429 102453 23931 28063 62 387 23718 3820 900 77 13866 118 924 159 207 626 837 2174 109 538 596 666 417 1999 133 170 43 114 internal_value=-2.08303e-11 0.000954231 0.000292886 -0.000372619 -0.00368956 -0.00505046 -0.00210097 0.00187195 0.0038185 -0.00180666 0.0072027 0.0220962 0.00254435 0.0104069 0.0116927 0.00618169 -0.0027878 -0.0121404 -0.00257432 -0.00297862 -0.00230016 0.00357893 0.00232755 -0.000648848 -0.00830706 0.00138105 0.00464263 -0.0114541 0.00285037 0.0295908 internal_weight=11098.1 8817.62 7163.58 5529.21 2280.5 1272.59 1925.25 283.775 1654.04 167.907 115.868 7.38876 1634.37 88.9524 85.3144 48.8693 1641.47 36.6316 1604.84 1482.56 1372.68 129.388 122.281 98.9701 57.1156 119.307 89.8443 109.882 21.2658 10.0809 internal_count=313700 255914 207753 148458 57786 33855 46005 6447 48161 3959 2488 139 59295 2101 1983 1059 39558 833 38725 36166 33822 2893 2559 1963 1126 2670 2132 2344 460 223 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=11 0 11 1 1 9 11 1 6 0 6 10 11 6 8 0 11 11 11 0 10 11 11 7 6 10 6 9 1 11 split_gain=42.5765 12.7743 12.4123 6.35635 5.6591 5.11575 4.43449 4.52254 4.64593 5.43699 4.17376 3.99903 3.89427 3.75097 3.68242 3.67733 3.63447 5.61748 5.86836 5.87646 5.81472 5.85859 5.81052 5.66688 5.09927 4.90454 4.47919 4.23503 3.7211 3.53788 threshold=1.9695546030998232 0.29507648944854742 -0.55156993865966786 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -4.3557312488555899 1.0000000180025095e-35 0.12524849921464923 0.32622846961021429 0.34966887533664709 0.034079277651666302 3.7284773588180546 0.45735916495323187 0.77500000000000013 0.24846091866493228 3.5142571926116948 3.7481241226196294 3.7895874977111821 0.12162990495562555 0.0037485191801094335 3.6546049118041997 3.6012072563171391 0.12080517038702966 0.35450923442840582 0.014638227518892323 0.3841558992862702 1.0000000180025095e-35 1.0000000180025095e-35 2.2244411706924443 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 6 12 5 15 -1 13 9 -9 14 -11 -3 -8 -2 -4 -12 20 19 -19 -18 22 26 -24 -20 -21 28 -28 -22 -5 right_child=1 3 4 29 -6 -7 7 8 -10 11 16 -13 -14 -15 -16 -17 17 18 24 25 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.011663412293747949 -0.00047948325508965112 0.0014993433967896764 -0.0037478890723700608 -0.00074397310417388489 0.0016978858866574366 0.0015207153898446303 -0.0054676006558950531 -0.011244180195693431 0.0062924424385180444 0.027068987836553579 0.00048155741925378346 -0.024050938080148701 0.0042915664239638884 -0.0011646678872857385 0.015785489775953076 -0.0013521639286330079 0.030841458969209104 0.032406165102819268 0.033809979904056042 -0.036817769927128013 0.040876115557798277 0.018360824318605248 0.038508143399855664 -0.020271089065847334 0.0027722021199283351 0.0040845569689507491 -0.0081786424774241001 0.020833331176494319 -0.019372589131337381 0.0061227123623159374 leaf_weight=73.56053994031754 2179.4075078690121 1634.3805108551715 846.78027447760451 74.941724187112413 537.75614259135909 400.55736359776347 953.4580727726534 35.28113045747159 71.47225583436375 6.3556040925905091 550.00346077251015 1.7582827315200118 620.09943808281241 225.4407889217473 12.600060905177086 1807.488425942116 11.68759674913599 1.9170392150990654 4.8509471851866683 8.4621852230047789 5.4842749503441182 28.947711863671429 1.6552206056658167 13.647122944530564 265.70844479082734 3.8337513479636973 12.683965772215744 7.0427890619030213 1.1092099370434878 682.71661321330612 leaf_count=4975 62703 52902 18566 1991 12844 9082 24849 983 1606 101 14808 45 27403 5286 544 42495 292 31 176 134 94 672 78 309 7310 172 345 202 27 22675 internal_value=-1.98266e-11 0.00167392 -0.00206584 0.00306627 -0.00113998 -0.00163955 -0.00449847 -0.00409109 0.00159122 -0.00615177 0.000324968 0.0159913 0.00226735 -0.00464475 -0.000385989 -0.00211646 0.00202438 0.00433635 0.00234163 -0.016448 0.0112419 0.00799594 0.000787365 -0.0139131 0.00332869 -0.0240648 0.00933406 0.00217913 0.0307406 0.00544351 internal_weight=11081.1 6121.18 4959.91 3012.14 3592.58 3054.83 1367.33 1293.77 114.867 43.395 3109.04 8.11389 2254.48 1178.9 2192.01 2654.27 917.034 367.03 284.772 14.213 82.2579 70.5703 41.6226 15.3023 270.559 12.2959 26.3202 19.7268 6.59348 757.658 internal_count=313700 192868 120832 104971 82987 70143 37845 32870 2735 1129 87897 146 80305 30135 63247 61061 24650 9842 7823 337 2019 1727 1055 387 7486 306 668 547 121 24666 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=11 0 11 1 1 9 8 0 6 0 11 11 10 11 11 7 10 11 6 4 0 11 11 6 0 8 0 4 9 6 split_gain=42.27 12.6147 12.2668 6.20246 6.18647 6.08757 4.67136 4.25323 4.06383 3.93158 3.90971 4.70386 4.16817 7.47997 6.0962 6.53738 4.57403 3.84984 3.64186 3.60523 5.62694 5.02783 3.52893 3.90883 3.39682 3.33517 3.33419 3.32632 3.30064 5.34005 threshold=1.9695546030998232 0.29507648944854742 -1.2297213077545164 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13392857142857145 0.29632548987865454 0.34966887533664709 0.24846091866493228 3.5142571926116948 3.7481241226196294 0.0049417833851403978 3.6546049118041997 3.6012072563171391 0.12080517038702966 0.00037216254469640836 3.7284773588180546 0.3841558992862702 12.70981844265012 0.41566370427608496 0.98000282049179088 3.7895874977111821 0.35450923442840582 0.29886853694915777 0.77500000000000013 0.14936596900224688 12.093747085401045 1.0000000180025095e-35 0.65192043781280529 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 6 5 17 9 7 -1 25 -4 28 12 16 14 18 -16 -12 -3 -14 27 -21 -22 -13 -24 -6 -2 -5 -7 29 -10 right_child=1 4 3 26 24 19 -8 -9 10 -11 11 22 13 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0091571486266610862 -0.00046350847701810856 0.001501595461456623 -0.003897447894414977 -0.020704120189411604 0.0154371349942121 0.0011441801314947232 -0.0030939235472120671 -0.0025607597037873827 -0.00033707466304617046 -0.0015733888715441825 -0.027352150376312525 -0.013104942298380006 0.027455107602034359 0.018708560958765937 0.038516610474348047 -0.024818832180560732 0.028679856567430238 0.0042799866177167757 0.00072031448785253669 0.023465682346681012 0.031943402781450525 -0.044819335573322149 0.030228021357157044 0.0027919767416606164 0.0049981249622410876 0.014993227357571165 0.0017368022817351621 -0.028548747321001582 0.0038064443280793102 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0.00145063 0.0148896 -0.019313 0.00255411 0.00328303 0.00540079 -0.000374263 0.00150593 0.000905292 0.000415357 -0.0011781 internal_weight=11060.9 6109.1 4951.8 4038.89 3008.7 3453.67 912.91 448.011 3100.4 3010.94 911.767 362.02 83.7656 66.8103 37.681 13.9604 16.9554 2252.21 23.7206 442.733 17.265 3.46121 278.254 265.878 756.485 2188.63 585.221 425.468 549.747 374.004 internal_count=313700 192868 120832 93198 104971 79352 27634 15206 87897 69314 24650 9842 2019 1645 1008 371 374 80305 637 10038 306 35 7823 7486 24666 63247 13846 9732 14808 9742 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 4 6 1 11 0 6 11 8 2 6 6 7 0 4 10 4 4 4 0 0 10 0 6 0 9 split_gain=41.8567 12.4199 12.0048 6.20456 5.13234 4.76291 4.74001 4.46274 4.11528 5.28313 3.88892 3.77954 3.66591 3.64465 3.55306 3.41393 7.59429 5.60987 3.40138 5.72343 4.98109 8.46271 4.48543 5.25837 4.3687 4.00373 4.22879 3.96195 3.82836 3.88275 threshold=1.9695546030998232 0.29507648944854742 0.17378091812133792 1.0000000180025095e-35 -3.0189130306243892 3.4433221162344596 0.50447744131088268 1.0000000180025095e-35 4.8003745079040536 0.15876720100641253 0.66312158107757579 4.4022364616394052 0.58571428571428574 1.0000000180025095e-35 0.72077563405036937 0.19192082434892657 0.2125816345214844 0.11517783254384996 3.3587751318306944 0.088376586915257974 4.2186248773804307 4.0453262590044119 3.620247068523311 0.26643058657646185 0.276557207107544 0.023791703707223281 0.26781304180622106 0.49350924789905554 0.22431848943233493 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 8 4 11 -1 13 -7 -6 15 10 -10 -3 -8 14 -4 16 17 -2 27 20 21 22 -20 -24 -25 -22 28 -17 29 -27 right_child=1 3 5 -5 7 6 12 -9 9 -11 -12 -13 -14 -15 -16 18 -18 -19 19 -21 25 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0085072604502177979 -0.040798809604507338 0.0018027723248314263 -0.002084203589850642 0.0053888125984753784 -0.0038791882888491061 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32.797398888680618 41.087092407338787 8.2016885850753187 21.987885757116601 18.503978020860817 71.898555013642181 232.42060269266949 54.622748552006669 5.6875297027581828 leaf_count=10048 90 67433 33675 24666 37429 32542 2318 4190 596 5030 57 12872 265 168 197 25394 3278 29766 976 1915 7817 602 897 265 599 372 2282 5997 1642 322 internal_value=-1.98365e-11 0.0016627 -0.00205172 0.00303629 -0.00385588 -0.000840213 0.000332393 -0.0033558 0.00032855 0.00505652 -0.00806816 0.00224648 0.00620991 -0.00207636 -0.00219402 7.5377e-05 -0.00123835 -0.00200359 0.000871712 0.00262372 0.00359917 0.00832937 0.00452201 -0.000147481 0.00935851 0.0019555 0.00589097 -8.38406e-05 0.0106906 0.000755348 internal_weight=11042.7 6099.61 4943.1 3005.39 1985.82 2957.27 1517.64 1793.05 3094.22 157.268 23.4816 2250.01 114.198 1439.63 1430.94 2936.95 1108.4 1012.27 1828.55 645.331 576.598 148.691 115.893 71.2767 30.1896 427.907 150.713 1183.22 78.8143 24.1915 internal_count=313700 192868 120832 104971 51667 69165 35125 41619 87897 5683 653 80305 2583 34040 33872 82214 33134 29856 49080 17689 15774 3339 2737 1761 864 12435 4618 31391 2336 694 is_linear=0 shrinkage=0.03 Tree=166 num_leaves=31 num_cat=0 split_feature=11 0 11 11 1 9 8 8 7 0 6 6 0 6 6 0 11 7 7 9 0 0 11 6 10 10 0 0 11 0 split_gain=41.3632 12.0874 11.8319 6.62792 6.13329 5.89816 4.36534 4.28753 4.86386 4.29744 4.18549 6.33841 4.51761 4.08782 4.04494 5.23828 4.7119 4.13565 4.09348 4.92804 4.0342 3.94695 7.06961 4.23725 3.74721 6.98557 3.72627 3.7246 3.67967 5.83881 threshold=1.9695546030998232 0.28870338201522833 -1.2297213077545164 4.3299207687377939 1.0000000180025095e-35 1.0000000180025095e-35 0.13392857142857145 0.29285714285714287 0.14292877912521365 0.20515289902687076 0.19988760352134707 0.21743451058864596 0.39967928826808935 0.49350924789905554 0.60113921761512767 0.13908997178077701 4.857884645462037 0.042058072984218604 0.25081644952297216 1.0000000180025095e-35 0.29632548987865454 0.10225538164377214 4.0413675308227548 0.54171231389045726 0.0076259149011601588 0.020815813665786557 0.24846091866493228 0.22686768323183062 5.065364122390748 0.2829731553792954 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 6 10 5 26 20 13 9 -9 12 -12 -3 -2 15 21 17 -17 -16 -20 -1 22 -15 -23 -25 -26 -4 -21 -18 -30 right_child=1 3 4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 14 18 16 28 -19 19 27 -22 23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.008985731850885418 -0.00091762644948305153 0.00022538495009308043 -0.0038430777824239046 0.0064498772603560576 0.0015001893078899426 0.0014149486870720846 -0.0030946600846472228 0.016689726938977682 0.00458039100116978 -0.00097130346784331993 0.010805115766871074 0.0028485474466947791 0.0070364714091138911 0.022246187884240688 0.00076642384056991176 -0.052157851649798831 0.049328395285623071 0.0027225338301144629 -0.03073390971748512 0.045359858022138613 -0.0025501423059444673 0.048595854775149029 -0.048359516578876348 0.03365734666577172 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0.00222856 -0.000321916 0.00239315 0.00327646 0.000868081 -0.000433045 0.00310177 0.00630082 0.00396205 0.0021313 -0.00129289 -0.0176926 -0.00725275 0.0197522 -0.00181714 0.0271719 0.0163938 -0.00138585 -0.00230113 0.0102526 0.0221067 0.0117089 internal_weight=11026.1 6090.38 4935.72 3212.76 4026.42 3442.61 909.299 2877.62 729.787 350.108 2796.31 1770.72 1025.59 2147.84 258.945 149.857 127.661 115.961 109.088 12.1699 445.52 22.1963 5.68111 16.5151 10.9875 5.41284 3001.75 3.87229 11.7002 8.46634 internal_count=313700 192868 120832 112322 93198 79352 27634 80546 20762 10482 92732 58880 33852 59784 6454 3553 3106 2730 2901 414 15206 447 85 362 239 131 69314 179 376 296 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 0 7 11 11 0 8 11 6 6 0 7 4 6 1 0 0 6 6 6 4 7 11 7 6 11 split_gain=40.5272 17.7025 11.1624 6.2146 6.07847 5.56314 5.47854 5.27862 4.97626 4.89817 5.03994 4.27584 4.46387 4.14454 3.62339 3.59584 3.56094 3.488 3.44927 3.27004 7.1677 4.46281 3.887 3.26368 6.20243 5.52686 3.99806 3.7284 5.99764 4.5881 threshold=0.43509620428085333 1.0000000180025095e-35 2.7211050987243657 0.3665823638439179 0.28870338201522833 0.25018066167831426 0.2006943076848984 3.0298937559127812 2.1720671653747563 0.39709493517875677 0.77500000000000013 -4.9901404380798331 0.18831270933151248 0.49705748260021215 0.38025541603565222 0.24639629572629931 6.6156313898353361 0.18452219665050509 1.0000000180025095e-35 0.44009289145469671 0.39967928826808935 0.16087017953395846 0.083096146583557143 0.095672294497489943 12.624038001717301 0.2526784241199494 2.7055200338363652 0.13058735430240634 0.036799246445298202 2.597895741462708 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 23 -4 -1 8 17 -5 16 15 12 -7 -6 -9 -11 -8 19 -13 20 -3 -22 -21 24 25 26 -2 28 -26 -29 right_child=1 7 4 6 13 11 9 14 -10 10 -12 18 -14 -15 -16 -17 -18 -19 -20 22 21 -23 -24 -25 27 -27 -28 29 -30 -31 leaf_value=-0.0057004095120333966 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11.704406951321287 536.57648117915414 188.01696001894015 5.4456149383913717 17.600684264732994 1.9489051495038427 0.75718107633292664 2722.3955919025575 15.335049146029634 14.835796642808416 6.6557691001798949 12.507035029702818 5.8353498125215983 1.220325599570059 leaf_count=20021 20876 11021 45783 4511 53923 718 373 18891 3236 245 6 31772 1165 10265 3623 90 202 13947 4110 117 467 41 54 66813 395 456 190 269 97 23 internal_value=-4.21204e-12 0.000925328 0.0002765 -0.000792759 0.00159892 -0.00358124 0.00272287 0.00373271 0.00137052 0.0117079 0.00106175 -0.00253583 -0.0147469 0.0028672 0.00577478 0.00392786 0.019508 0.00231588 -0.00232759 0.000312307 0.000626719 0.0183709 -0.0213134 -0.00119774 -0.00288203 -0.00344603 -0.00380448 0.00948658 0.00159048 0.021664 internal_weight=11006.8 8746.75 7104.74 3928.39 3176.35 2260 405.787 1642.01 352.701 53.086 22.4479 1513.41 25.3755 1642.42 672.597 21.571 30.6381 969.417 1488.04 432.84 426.637 19.5496 6.2028 3522.61 800.209 765.312 750.476 34.8978 21.1704 13.7274 internal_count=313700 255914 207753 97782 109971 57786 8663 48161 7747 916 341 37765 1883 64188 22514 335 575 25647 35882 11700 11529 508 171 89119 22306 21522 21066 784 492 292 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 6 11 1 8 7 8 7 8 4 0 11 4 4 4 6 0 9 11 4 4 11 7 4 0 7 split_gain=40.0255 14.5203 11.0975 7.7875 5.77835 5.19167 5.1065 4.11633 4.09991 4.2682 5.72885 3.99402 3.63998 4.13947 3.46051 3.28886 4.01824 7.52291 5.08739 4.23669 3.77493 3.74381 3.70987 3.42854 6.09897 3.22632 3.18539 3.16036 3.12724 4.67636 threshold=2.3910034894943242 0.17378091812133792 1.0000000180025095e-35 0.33937859535217291 0.27528871595859533 0.36600293219089514 -2.8060469627380367 1.0000000180025095e-35 0.2678571428571429 0.19786719232797625 0.92857142857142871 0.20297524333000186 0.18333333333333338 5.4875707448963515 0.31704913079738622 2.6430628299713139 4.2186248773804307 4.0453262590044119 4.7129119560472637 0.28518852591514593 0.3291729092597962 1.0000000180025095e-35 3.4319186210632329 3.7042008280232781 3.4051711981388286 4.8003745079040536 0.042058072984218604 9.4415595472244043 0.3226174414157868 0.065489374101161971 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 8 12 -1 14 -3 -10 11 -11 13 -2 -8 -14 17 21 -18 -19 22 23 -21 24 -17 -4 -5 -13 29 -16 right_child=2 4 25 26 -6 -7 7 -9 9 10 -12 27 15 -15 28 16 18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0079458950641140055 -0.0013886662942909794 -0.0026865630090522185 0.0042576778624308876 0.019885128641405177 0.00041254576891082916 0.0024501764568822257 -0.004587497311949712 0.00094131171095259878 -0.00094352640005594397 0.025997405704665941 -0.037513869453805644 0.0069527999281337998 -0.0027880827288380579 -0.031998327263328921 0.044879271929015217 0.0023552701892906348 -0.007379903815644873 0.033314321773228087 0.001659163761865543 -0.0037769633389176226 -0.070168795652161109 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0.00127194 -0.00061424 0.000500202 -0.00375091 -0.00319635 -0.00186363 0.000588294 0.00604539 0.0072206 -0.000312701 -0.00149994 -0.00370949 0.00101363 0.00180597 0.00633505 0.000824027 0.022936 0.00544546 0.00352018 0.0111893 0.004619 0.00882071 0.00477611 0.00358118 0.00526861 -0.00142445 0.00574871 internal_weight=10987.7 6029.4 4958.28 3932.8 4053.87 2947.69 1975.53 1744.87 1828.71 459.534 100.72 98.074 2080.41 1097.77 1552.35 982.645 813.168 144.889 668.279 21.0058 7.82253 123.883 7.27026 118.618 70.6621 1025.48 985.11 88.8386 430.907 48.5381 internal_count=313700 150283 163417 131195 98616 95244 51667 40355 42556 10331 1893 1845 67344 34827 36237 32517 27634 4329 23305 444 177 3885 170 3695 2099 32222 35951 1704 8825 1034 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=31 num_cat=0 split_feature=11 1 0 11 6 0 11 11 4 4 11 6 6 4 11 5 1 0 6 0 10 10 7 11 8 10 0 6 10 6 split_gain=39.5872 15.1703 10.1804 8.31356 4.43023 4.35863 4.35087 4.14749 4.14192 6.60532 4.08215 3.53972 3.63473 3.51256 3.67869 3.49437 4.16916 3.22437 3.23344 4.4675 4.12306 3.20268 3.18245 3.45723 3.35321 4.66494 4.30783 3.62611 3.18097 3.16821 threshold=1.2465536594390871 1.0000000180025095e-35 0.30077923834323889 -1.9431035518646238 0.54769402742385875 0.33375316858291632 4.8003745079040536 2.8845475912094121 3.9965377525216632 4.3028247347184285 3.7284773588180546 0.088209290057420744 0.3412040919065476 4.4125566515740626 1.8882290124893191 5.3092282338489349 1.0000000180025095e-35 0.44009289145469671 0.25034973025321966 0.45210778713226324 0.020815813665786557 0.21737803362016897 0.16225905716419223 6.3776431083679208 0.18333333333333338 6.9515980236634092e-05 0.20515289902687076 0.17772490531206134 0.16433283525801026 -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 2 7 -1 10 15 8 -2 -3 11 17 -10 -13 14 -11 28 21 -4 19 -19 -20 -17 23 24 25 -9 -26 -28 -5 -27 right_child=1 6 4 5 -6 -7 -8 22 9 13 -12 12 -14 -15 -16 16 -18 18 20 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10.990169489814432 733.56868336776824 5.751270292326808 27.65774424280972 2.7825267054140559 7.9015941916732135 7.5715929889120144 7.7361920117400587 7.2905427413061261 1.0775009328499425 711.86382048038263 2.4728884685900985 12.270107858406844 15.999796863587106 147.58196698804386 212.46200359871727 32.806938524823636 431.58270464714587 leaf_count=18807 51694 17520 53929 51790 9107 11388 3522 124 163 29 22302 1083 322 21738 113 650 26 231 183 230 177 25 20925 119 325 541 5235 7134 997 13271 internal_value=-2.54881e-11 0.00121782 0.0005514 -0.00266649 0.00199831 -0.00202673 0.00393794 -0.000495324 0.00352679 0.00494781 0.00160321 0.0151118 0.0175697 0.00421111 -0.0174073 -0.00260225 0.00731899 0.000930227 0.0106014 0.020124 0.000581759 0.00392367 0.000672855 -0.000594665 -0.000701085 -0.0024415 0.00140579 0.000810073 -0.00273851 -0.00269661 internal_weight=10971.7 7531.83 6049.68 3439.88 2539.4 2895.1 1482.15 3510.28 1393.02 793.927 2309.76 53.6556 48.7006 740.272 6.70297 2326.4 31.5178 1797.85 30.4999 15.6378 14.8621 28.7352 1537.36 825.497 823.024 450.71 372.314 360.044 2294.89 447.583 internal_count=313700 230017 185527 83683 86159 64876 44490 99368 40968 23448 77052 1568 1405 21880 142 53488 701 54750 821 461 360 675 47674 26749 26630 13936 12694 12369 52787 13812 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=11 1 0 11 0 9 4 11 6 11 11 1 0 4 4 0 5 0 6 7 8 10 0 11 7 6 11 11 7 11 split_gain=39.0553 14.4818 10.016 8.2486 4.55494 4.52881 5.33788 4.40765 4.34279 4.09278 3.92814 3.89759 3.87352 4.36104 3.45802 3.33315 3.28709 3.26933 3.52306 3.06369 3.33605 4.40674 3.98993 3.58543 5.2277 3.44425 3.04697 2.9432 3.20197 3.5921 threshold=1.2767197489738467 1.0000000180025095e-35 0.30077923834323889 -1.9431035518646238 0.24846091866493228 1.0000000180025095e-35 3.4433221162344596 2.9559297561645512 0.54769402742385875 2.8845475912094121 3.7284773588180546 1.0000000180025095e-35 0.45210778713226324 6.3535628192398717 4.3028247347184285 0.37437555193901068 4.9439540817927217 0.12162990495562555 0.68442630767822277 0.16225905716419223 0.18333333333333338 6.9515980236634092e-05 0.20515289902687076 4.1194708347320566 0.14958461374044421 0.17772490531206134 -6.4826273918151847 3.63657557964325 0.15902553498744967 2.9414554834365849 decision_type=2 2 2 2 2 2 2 2 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 9 26 5 17 -7 -3 10 -2 -4 12 -6 -14 -8 -9 -13 18 -5 20 21 -11 -22 -23 -25 -24 -1 28 29 -27 right_child=1 7 8 4 11 6 14 15 -10 19 -12 16 13 -15 -16 -17 -18 -19 -20 -21 22 23 25 24 -26 27 -28 -29 -30 -31 leaf_value=-0.020484381246230594 -0.0013905095880639036 0.0022959751779059044 0.00094953865546247129 0.0046751863579223511 -0.001841881090036878 -0.0010780914108477117 0.029225590686504078 0.0045826571271839547 0.0059506079448905661 0.032512312695204916 0.0039324662075578033 0.0015421509260482463 0.047493980244734911 -0.00044703548339815135 0.0031371853604782972 0.0097914138799208624 0.02533471869864852 -0.0049956599977408226 -0.036209798453980389 0.0021245934779718671 0.018394476442506021 -0.004135752547714003 -0.0025618729487998384 0.0047575641769280917 -0.0127436901134732 0.018121275051902263 -0.0056695131943785273 0.0079737199191301199 -0.026496832436386716 -2.3549970515299803e-05 leaf_weight=12.795649764360858 1941.4957451055159 758.58011926610561 1780.5022929333973 46.806530905058025 1743.385864341697 74.72167861530761 9.7390587620902824 577.76263747239136 228.69385684312147 3.2492815125733605 511.45619361580248 290.52879517123074 3.0473814739380023 3.8846539898077026 8.6200258407043275 136.73557926883223 5.3217552034184328 752.89277957240847 1.9769760767230753 711.33059954749501 12.223739487817509 332.04292581128175 147.19867335123126 97.412509014771786 18.236509993555956 10.704525082255712 530.6563591298509 79.536018080048962 3.7904979471932156 118.75443402574456 leaf_count=1246 51047 20558 54425 876 39529 1718 156 19270 9074 124 22302 6653 39 73 180 4448 77 16744 50 20925 325 10196 5247 3235 457 305 17561 3068 89 3703 internal_value=3.4249e-12 0.00122344 0.000568746 -0.00262278 -0.00199532 -0.00378073 0.00248296 0.00388859 0.00200853 -0.000475334 0.00161519 -0.00121459 -0.00175289 0.0206282 0.0169765 0.00557947 0.00197013 -0.004508 0.0030183 0.000682588 -0.000563531 -0.00229866 0.00153863 -0.00255131 0.00199782 0.000966266 -0.00601833 0.00340693 0.000681029 0.00147678 internal_weight=10954.1 7469.71 5996.63 3484.38 2940.93 894.757 93.0808 1473.08 2520.65 3475.98 2291.96 2046.17 1750.32 6.93204 18.3591 714.498 295.851 801.676 48.7835 1534.48 823.149 450.941 372.208 447.692 115.649 359.984 543.452 212.785 133.249 129.459 internal_count=313700 228798 184522 84902 66095 19724 2054 44276 85801 98721 76727 46371 39641 112 336 23718 6730 17670 926 47674 26749 14012 12737 13888 3692 12412 18807 7165 4097 4008 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=11 1 0 11 0 6 0 6 6 11 11 4 10 7 6 4 6 0 11 4 6 11 6 0 4 10 6 11 10 0 split_gain=38.6403 15.0164 9.60808 7.99888 4.16503 4.16027 4.43067 4.10343 4.014 4.4544 3.81164 3.56144 3.52567 3.78268 4.59239 3.3173 3.26881 3.4953 3.25283 3.54993 5.51833 3.22219 3.20362 4.01003 3.78137 3.77455 3.18569 3.4236 4.09662 3.49132 threshold=1.2465536594390871 1.0000000180025095e-35 0.30077923834323889 -1.9431035518646238 0.26852519810199743 0.040838092565536506 0.37437555193901068 0.54769402742385875 0.32866320013999945 3.5142571926116948 3.7284773588180546 6.7188006283185473 0.0011021772663997178 0.15073876827955249 0.59460201859474193 17.23079907578424 0.35450923442840582 0.26781304180622106 3.6012072563171391 3.5974275744411117 0.48556268215179449 -6.4826273918151847 0.14615105092525485 0.45210778713226324 3.1611572860905777 0.14863014605158933 0.39586174488067633 -0.55156993865966786 0.025978610778350845 0.19629217684268954 decision_type=2 2 2 2 2 2 2 2 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 8 21 16 15 -7 10 -2 11 -4 -10 -13 -14 -15 -3 -5 26 -11 -20 -21 -1 25 24 -24 -8 27 28 -18 -29 right_child=1 5 7 4 -6 6 22 -9 9 18 -12 12 13 14 -16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.021128619825370318 -0.0012098323646167071 -0.00094327176737661882 0.00091498872815663204 -0.0042618948608377991 -0.001037996880456487 0.0037407061700826011 0.022491793136039533 0.0057720622979347599 -0.00097393332573084059 0.012629949769626309 0.0038518764865979336 -0.02698445280683787 0.00098950801250569423 0.017027115875378581 -0.012650026702216844 0.027242653237567402 -0.016015766003908208 -0.030279028229303069 0.0011413973962121414 0.015124600093151882 -0.0021986963258002223 -0.0056296447289997777 -0.0044771161011972951 0.028475864686515986 0.0080766357320853997 -0.028571957482014049 -0.0022000872236248967 0.016112862465388133 0.014877486572895527 0.0019519532276027003 leaf_weight=12.353778472490374 2303.540680854635 177.11125240963884 1792.3251097145421 903.26470068578965 1669.1089594051518 1086.735795054783 20.777708518900912 229.64322458085371 739.24507835690383 33.614431738300482 511.14758525723391 2.990712550468742 55.276041901437566 35.086053946928587 5.4174595440272233 3.8395180934458031 12.85863705200609 3.5560558261349788 250.30759165737254 44.885735442134319 26.21545362402685 529.71136671729255 25.101944864582038 7.6676945746294214 154.55113505419286 1.3899691740516562 227.20648472079483 27.184482207871042 5.5221755243837825 36.991383029613644 leaf_count=1246 67129 5912 54750 21207 37208 32170 705 9107 19214 818 22302 53 1751 879 147 163 354 62 6606 1618 1153 17561 773 161 4567 39 4848 354 120 723 internal_value=-1.07502e-11 0.00120508 0.000540963 -0.00263915 -0.00201104 0.00391593 0.00451078 0.00194794 -0.000478327 0.000934076 0.00156669 -0.000259063 0.00509138 0.00609294 0.0130577 -0.000345207 -0.00334603 -0.000705694 0.00375043 0.00282176 0.00873739 -0.00598287 0.00850561 0.00722938 0.00632257 0.01929 -0.000366195 0.00468091 -0.00673446 0.00795042 internal_weight=10934.6 7506.87 6029.7 3427.76 2885.69 1477.18 1296.22 2533.12 3496.58 1193.04 2303.47 838.015 98.7703 95.7796 40.5035 180.951 1216.58 313.319 355.023 321.409 71.1012 542.065 209.488 187.321 179.653 22.1677 309.763 82.5567 18.3808 64.1759 internal_count=313700 230017 185527 83683 64876 44490 38415 86159 99368 32239 77052 22044 2830 2777 1026 6075 27668 6461 10195 9377 2771 18807 6245 5501 5340 744 6399 1551 474 1077 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=31 num_cat=0 split_feature=11 11 1 0 6 0 11 0 4 4 6 10 4 4 11 5 4 0 4 1 8 4 10 11 2 4 4 10 6 11 split_gain=37.9661 13.0006 11.3474 7.15593 5.40982 4.83874 5.16805 4.78508 4.05657 4.35735 5.0202 4.42901 3.82842 3.5435 3.42214 3.36346 3.30933 3.27085 3.04251 2.98482 3.37755 3.09871 2.97575 2.96484 2.92145 2.88835 4.4587 4.1881 3.5623 4.40943 threshold=2.2582765817642216 0.17378091812133792 1.0000000180025095e-35 0.33937859535217291 0.37262986600399023 0.28675146400928503 -3.2703051567077632 0.3137232661247254 3.4433221162344596 4.3028247347184285 0.33492927253246313 0.027879494337097913 4.5567781820850657 11.024082194194131 4.8003745079040536 5.5350908050609204 15.126169668732652 0.31036363542079931 6.2102312547634524 1.0000000180025095e-35 0.13392857142857145 18.899495640571285 0.13862879869379266 3.8110874891281132 1.0000000180025095e-35 4.1246304637071782 3.620247068523311 0.0043430140467171094 0.2907406240701676 0.61932691931724559 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 16 6 -1 8 -3 25 12 17 -11 -6 15 -4 23 -12 -13 21 -21 -7 -15 -2 -14 26 28 -27 29 -10 right_child=2 7 14 -5 13 19 -8 -9 9 10 11 18 24 22 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.011818204562948872 -0.0011045778378025203 -0.0024690896391399261 0.0038602890402648321 0.0032853021294216279 0.0020583510519058775 -0.0028391794769322808 -0.0043870520456550689 0.00093377503121286798 -0.011815546272986159 -0.010493111786344057 0.0087708507353285274 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24.279694540862693 leaf_count=5792 53614 34525 30145 37502 27104 18833 24654 27688 96 1112 2176 1080 16473 1103 3522 404 1194 110 1431 385 1886 117 76 18576 107 407 1762 962 344 520 internal_value=-1.93645e-11 -0.00171205 0.00182805 0.00112133 0.000412119 -0.00368288 -0.0050127 -0.000658998 -0.00139484 -4.26237e-05 -0.000877243 0.0033984 -0.00201463 0.00240134 0.00456493 0.00406188 -0.000362297 0.00770815 -0.00133939 -0.0020149 0.00282774 -0.00265184 0.0129 -0.000508641 -0.00146086 0.00418013 0.00140221 0.00927612 0.00816845 0.0150524 internal_weight=10917.8 5637.79 5280.03 4196.43 3160.59 1963.32 1092.4 3674.46 2513.33 1112.71 929.078 195.218 733.86 885.648 1083.6 995.007 2274.94 102.227 92.9911 870.926 101.235 769.691 28.0185 2238.33 688.867 183.631 118.846 64.7849 50.446 28.8985 internal_count=313700 140460 173240 139169 101667 51667 30446 88793 61105 26580 22489 4797 17692 28283 34071 30549 73384 2286 2511 21221 2271 18950 1179 72190 16580 4091 2722 1369 960 616 is_linear=0 shrinkage=0.03 Tree=173 num_leaves=31 num_cat=0 split_feature=11 1 1 11 0 6 6 8 8 11 11 11 0 11 7 0 6 4 6 4 4 10 4 0 0 6 0 10 6 7 split_gain=37.6298 10.7647 10.5857 10.1286 7.08516 5.31234 4.97763 4.82157 4.81588 4.0733 3.92456 3.7229 3.57932 4.41137 3.79382 3.19076 4.47121 3.87313 4.13391 3.58176 3.45825 3.28003 3.0685 3.0623 2.939 2.84622 3.9553 3.78665 2.82703 3.99932 threshold=1.9098676443099978 1.0000000180025095e-35 1.0000000180025095e-35 -1.4128691554069517 0.32842732965946203 0.50447744131088268 0.37262986600399023 0.64583333333333337 0.23611111111111113 -5.5399577617645255 4.8003745079040536 4.4022364616394052 0.26852519810199743 1.8678932189941408 1.0000000180025095e-35 0.33296963572502142 0.074632931500673308 2.5403740476076084 0.44190348684787756 3.4433221162344596 8.6272712472634847 0.12175778643443992 16.705599394648608 0.44009289145469671 0.33452899754047399 0.1379378363490105 0.21411852538585666 0.0093112968150830273 0.49705748260021215 0.18679556995630267 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 8 6 12 7 -2 9 -1 -3 -6 13 14 -5 16 20 25 19 -19 21 -4 -8 -7 -11 27 -27 -18 -14 -30 right_child=1 10 15 5 11 23 22 -9 -10 24 -12 -13 28 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.021203333933478015 -0.00078892134745702945 0.0035756944687964755 -0.0060201345133558135 -0.025547390474834526 0.0021198048630793518 0.0013507164104676569 0.0019584677533995205 0.0054611226732882686 -0.0029247637737300036 -0.0082263855356694109 0.010130241019302056 0.0067718114970281712 -0.0012567278214118318 0.0088893264089791712 -0.0035628604914291783 0.0056254447294032447 0.030256883133035106 -0.0078899110791090382 0.015451315730691261 0.00097149025852334378 0.0066482032156062743 -0.039916113958644292 0.034604418067843611 0.028877021396041033 -0.00074046199899663583 -0.0096947249117837631 0.0066527439951952804 0.0062862474362693019 -0.0026436820801616456 -0.037059163443366155 leaf_weight=19.626986322342418 2427.9759990474176 1152.2963678818451 95.49944174013217 7.1032100036245529 1254.3920838459344 343.66279568856407 940.79173093391 116.41363299086515 308.6508584300318 346.27539029252512 88.530904670100426 176.62613624679034 1691.1468698492754 25.612897250583046 1297.9797979469513 139.07150147322682 9.555934128933588 53.46058968869329 14.459487798972985 176.86681226496876 20.381307708194072 2.640390290413051 2.5984084341325788 3.6763406055979422 54.650517625967041 15.770459675462915 85.744624136408675 15.63610954111209 8.29521920904517 4.7958979879040262 leaf_count=1831 74915 34945 2730 289 41581 7632 28708 4116 8447 11636 3522 8678 39750 750 29781 3497 233 1376 326 4183 452 61 68 60 1303 360 1853 275 238 104 internal_value=-4.16405e-11 0.00154635 -0.00200924 -0.00256377 0.000916451 -0.00187239 0.000187137 -0.000502963 -0.00577061 -0.00785922 0.00404335 0.00269399 -0.00227461 -0.00344054 -0.00368252 0.00161494 0.000476721 0.00209536 -0.000108489 -0.0010853 -0.00459677 -0.00693208 0.00204839 0.00164206 -0.00720597 0.00635301 0.00411315 0.0153789 -0.00136423 -0.0152517 internal_weight=10900.2 6159.63 4740.56 4111.48 4918.8 3382.27 3487.78 2544.39 729.204 420.553 1240.83 1431.02 3034.93 1330.7 1305.08 629.087 490.015 371.494 244.787 230.327 118.521 98.1398 943.39 347.339 400.926 126.707 101.515 25.192 1704.24 13.0911 internal_count=313700 196533 117167 101821 158066 78604 107807 79031 23217 14770 38467 50259 70912 30820 30070 15346 11849 8606 5885 5559 3243 2791 28776 7692 12939 2721 2213 508 40092 342 is_linear=0 shrinkage=0.03 Tree=174 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 7 11 11 0 11 0 6 6 4 7 11 0 11 8 4 4 6 11 0 7 0 7 6 4 7 split_gain=36.5489 16.4564 10.308 6.05595 5.76255 5.69216 5.19717 4.83314 4.08822 4.03275 3.74431 3.61299 3.42018 5.17246 4.63919 3.74947 3.38769 3.28653 3.9078 3.21174 5.93047 3.50608 3.36097 3.20602 3.14131 3.33586 3.1015 3.0772 3.05363 4.86948 threshold=0.43509620428085333 1.0000000180025095e-35 2.7211050987243657 0.29379273951053625 0.3665823638439179 0.2006943076848984 -2.3216673135757442 2.9559297561645512 0.25018066167831426 2.1720671653747563 0.39709493517875677 0.3841558992862702 0.095672294497489943 16.705599394648608 0.2526784241199494 2.7055200338363652 0.32404166460037237 2.4542512893676762 0.38750000000000007 6.1999329507481198 6.3535628192398717 0.19603241235017779 3.7104678153991704 0.37437555193901068 0.058641791343688972 0.34266671538352972 0.24639629572629931 0.15612979978322986 3.4051711981388286 0.20297524333000186 decision_type=2 2 2 2 2 2 2 2 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 4 -4 12 9 -1 16 28 -6 -7 19 13 14 15 24 27 26 -19 -5 21 -21 -22 -9 25 -2 -12 -3 -8 -30 right_child=1 7 3 11 5 10 8 23 -10 -11 17 -13 -14 -15 -16 -17 -18 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0066106380021641008 -0.0093719582442173578 -0.0019040032409578121 0.00024350758312740171 0.00042450441518923512 -0.001325088526903973 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181.519476315676 135.75087987590814 729.26196979239467 2.9339976505143559 4.2456320855999357 349.99446147669005 123.53939601716411 33.763564882523497 leaf_count=15034 1006 6362 49054 22586 4511 575 10222 19270 29080 3236 198 19328 66813 190 456 192 9084 33 31 400 10140 263 8200 4448 20382 80 79 8997 2879 571 internal_value=-3.24686e-12 0.000883517 0.000255211 0.00153337 -0.000777472 0.00263148 -0.00342122 0.00360905 -0.00276461 0.0012469 0.0118738 0.00287867 -0.00116881 -0.00290401 -0.00314288 -0.00346374 0.00215995 0.00233848 -0.0219815 0.00192701 0.00371415 0.0233441 0.00316114 0.00546168 -0.00327078 -0.0124061 0.00795179 0.000783603 -0.00484698 -0.00127648 internal_weight=10882.3 8648.8 7028.54 3140.96 3887.58 400.331 2233.52 1620.26 1852.2 348.171 52.1591 1537.44 3487.25 790.569 782.982 768.152 909.141 21.667 4.06316 1076.48 491.672 13.4719 478.2 711.119 761.697 32.4346 17.6038 580.973 581.93 157.303 internal_count=313700 255914 207753 109971 97782 8663 57786 48161 42752 7747 916 60917 89119 22306 22116 21660 24443 341 64 41589 19003 663 18340 23718 21468 1086 277 15359 13672 3450 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=31 num_cat=0 split_feature=11 1 0 11 1 11 11 6 0 6 4 4 7 5 11 11 0 11 4 7 0 4 0 4 4 8 0 0 7 11 split_gain=35.9801 14.0078 8.5855 7.27288 5.36362 4.17061 4.1235 4.53704 3.90797 3.88108 3.63362 7.9018 4.46575 3.49466 3.28995 3.67772 3.16601 3.90756 5.64113 4.02559 4.48193 3.93233 3.81918 3.08329 3.03594 3.15581 3.01835 3.00097 4.09921 4.12824 threshold=1.1536204218864443 1.0000000180025095e-35 0.30077923834323889 -2.3216673135757442 1.0000000180025095e-35 2.9559297561645512 3.1949387788772587 0.45476210117340093 0.26852519810199743 0.36330509185791021 3.5974275744411117 4.3028247347184285 0.18492754548788073 4.9439540817927217 0.7889399826526643 0.23119770735502246 0.31036363542079931 3.5668350458145146 3.9965377525216632 0.25974802672863012 0.30975401401519781 10.166130212724005 0.30975401401519781 16.35319840055201 6.6500946802413532 0.2678571428571429 0.31170989573001867 0.20718543231487277 0.024392643012106422 1.0869814157485964 decision_type=2 2 2 2 2 2 2 2 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 9 -1 8 -3 -4 -8 10 -2 27 12 -12 -6 15 -14 17 19 -19 20 -9 22 -20 -7 -11 -26 -18 28 -5 -30 right_child=1 5 6 4 13 23 7 16 -10 24 11 -13 14 -15 -16 -17 26 18 21 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.006538503599493233 -0.0010728727590715076 0.0022225858503832603 0.00087390373291635238 -0.029731183785612972 0.0010077336943484282 0.0051512405206892188 0.0022863995738582679 0.037011823628801947 -0.0015704429275793419 0.00057680555594428562 0.001627379067631858 -0.0037157186574814562 0.01805742268931473 0.025969008936502891 0.036987773011183007 -0.012783023247522037 0.04573977522999572 0.01166226596452976 -0.035685205635381377 -0.063355139379371567 -0.03931419678473979 0.047704394502827055 0.05696197308214717 0.021021889622771336 0.02331178984851591 0.0044334076407258243 0.0081227517248871079 -0.0066310305873396201 -0.0015793512623284373 -0.019544753213728363 leaf_weight=380.53945605310219 2573.4796583341958 779.12567605274126 1588.5109526153374 4.9904292446717582 341.02606372696027 698.64297344278748 768.27179022506061 4.4201710186607697 1428.2596770027303 885.01939717350615 43.571625980373938 268.92475224941154 16.678804968600168 5.1237837709486476 5.8877134378999463 4.3975473139435044 1.9398218774003897 5.7188744046216007 8.3558721646841096 0.50848221732303489 0.82101865392178286 0.60707157099386755 0.42060737544670779 11.193636929267084 8.7185845592757669 92.739726272237021 185.48964247842378 458.7064241404878 282.26726027535187 12.000958489719777 leaf_count=15034 74425 21351 45490 225 7671 23224 31739 169 31911 23668 990 6001 239 76 77 82 124 329 244 5 16 68 17 494 255 3063 9023 11016 6447 227 internal_value=-3.01547e-11 0.00112825 0.000493811 -0.00264129 -0.00212488 0.00373808 0.001817 0.0033511 -0.00260485 -0.000459594 -0.00395109 -0.0013716 0.00756558 0.00137722 0.0171612 0.0116226 0.00727838 -0.00381072 -0.0118238 0.0172368 0.0250556 -0.0261375 -0.0312451 0.00540151 0.0011403 0.00605568 0.00851207 -0.00510633 -0.00276926 -0.00231202 internal_weight=10866.4 7613.98 6125.02 3252.37 2871.84 1488.96 2565.06 976.553 2525.69 3559.96 1097.43 339.46 70.5357 346.15 26.9641 21.0764 208.282 20.8521 15.1024 5.74967 5.24119 9.38355 8.77648 709.837 986.478 101.458 187.429 757.965 299.259 294.268 internal_count=313700 233704 188635 79996 64962 45069 87224 41734 57215 101411 25304 7389 1388 7747 398 321 9995 848 658 190 185 329 261 23718 26986 3318 9147 17915 6899 6674 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 6 11 4 4 6 10 4 4 4 10 6 0 0 11 11 5 2 4 4 7 0 11 6 4 10 split_gain=35.6968 12.431 10.6467 6.52379 5.60985 4.55745 4.12793 3.78056 4.70274 4.35594 4.94741 3.68318 3.67484 4.32164 4.18733 3.82407 3.63916 3.44445 3.36872 3.30588 3.54607 3.21484 3.11079 3.07755 2.98198 2.94338 2.87181 2.8252 2.72622 2.88151 threshold=2.2582765817642216 -0.33340509235858912 1.0000000180025095e-35 0.33937859535217291 0.3137232661247254 0.37262986600399023 -3.8925398588180538 3.4433221162344596 4.3028247347184285 0.33492927253246313 0.027879494337097913 5.0145907953625208 4.1246304637071782 3.620247068523311 0.0043430140467171094 0.2907406240701676 0.1881305277347565 0.25407753884792333 0.70537883043289196 4.8003745079040536 5.5350908050609204 1.0000000180025095e-35 11.024082194194131 15.126169668732652 0.20394522696733478 0.26086857914924627 3.9215952157974248 0.68442630767822277 5.7287298032474538 0.019879408378034927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 23 -1 21 12 11 28 -10 13 15 -14 16 -9 -8 25 20 -4 -3 -7 26 -15 -18 -2 -17 -11 -30 right_child=2 4 19 -5 -6 22 17 8 9 10 -12 -13 14 24 -16 27 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010150074964390569 -0.00097526940752816092 -0.0026505481878314791 0.0037289629427566173 0.0031611312785692429 0.00082641444579148124 0.0019191777314250208 -0.0056474955682434703 -0.0078438057785170882 -0.0066461861213451736 0.013791787911968752 -0.0020878400349747432 -0.0012458660610824498 -0.0018855850941495709 -0.0020161283912718216 0.01395320772841175 -0.003825209627864117 0.017395873566164167 -0.002521292587957144 0.025236209558971854 0.009987448377771253 0.019440064484524705 0.013394509504605431 0.0121618174685942 0.0083395449896114023 -0.023245637916124631 -0.020803378413422228 0.0017437110566172153 0.048360654312153854 0.00057946703320983968 0.014300791149508297 leaf_weight=92.495125329176517 1790.6573328157576 1570.2030316648215 976.43154228617641 1030.7302409300773 1286.9995562445765 855.49587357642304 485.81991754681803 5.7062487391522145 136.53696931133891 36.029151772789191 103.96726149578171 678.53830123281659 21.313588111544959 68.795761916189804 50.892019391059875 23.788916570832956 4.355991191230717 913.86945803156414 19.113963649375364 88.547414632514119 13.102850047813261 11.319789056899024 27.545625704340637 36.486363364034332 6.5190681766252956 3.1126951328478754 434.43164461350693 0.97179425251670082 58.863426839001477 17.9822435118258 leaf_count=6226 56006 38749 30145 37502 30307 27104 12791 133 3570 810 2778 16120 457 1801 1059 374 80 22621 398 3522 404 241 1179 1194 122 58 16184 18 1317 430 internal_value=-6.0336e-12 -0.00166703 0.00177612 0.00108986 -0.000814635 0.000410951 -0.00401199 -0.00156411 -0.000321399 -0.00114516 0.00263376 -0.0021505 0.00383391 0.000864167 0.00927793 0.00709253 0.0138942 -0.00360637 0.0185604 0.00443395 0.003937 -0.00253571 0.00223869 -0.000302696 -0.0038537 0.00147572 -0.000444409 -0.00177705 0.00698275 0.00379032 internal_weight=10850.6 5597.19 5253.43 4175.35 4105.01 3144.62 1492.18 2818.01 1236.49 1031.92 216.842 815.075 204.57 132.364 72.2056 57.0496 32.2889 1399.69 26.5826 1078.08 989.534 1581.52 883.041 2261.58 75.3148 7.46869 2225.09 24.7607 112.875 76.8457 internal_count=313700 140460 173240 139169 98822 101667 41638 68515 29525 25025 5335 19690 4500 2984 1516 1061 669 35412 536 34071 30549 38990 28283 73384 1923 138 72190 392 2557 1747 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=11 11 1 0 6 1 0 11 0 0 0 4 7 4 8 4 8 6 11 4 6 6 6 11 4 10 11 11 10 0 split_gain=35.3333 12.0747 10.4769 6.46798 6.25858 5.26639 4.34444 4.05768 3.97429 3.82811 6.78747 4.13288 4.51933 4.91565 3.82256 3.94022 3.95111 4.51094 5.36681 4.50551 3.90129 3.74869 5.75732 5.3418 4.56179 4.47684 4.21791 3.93458 3.87609 4.60215 threshold=2.2582765817642216 -0.33340509235858912 1.0000000180025095e-35 0.25718426704406744 0.17562498152256015 1.0000000180025095e-35 0.26852519810199743 -3.8925398588180538 0.42563462257385259 0.31704913079738622 0.31771202385425573 3.5974275744411117 0.13315494358539584 3.6800600497657041 0.2678571428571429 4.522066880234946 0.43650793650793657 0.51755440235137951 4.4789185523986825 7.2928441102463157 0.49705748260021215 0.42793913185596472 0.36330509185791021 2.5024557113647465 5.7998898349214389 0.034079277651666302 5.065364122390748 6.3776431083679208 0.0027569361513313244 0.23395810276269915 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 14 8 9 -6 -1 -5 11 -11 -3 13 -13 20 -16 17 18 -17 -19 21 22 27 -23 25 26 28 -2 -24 -30 right_child=2 5 -4 4 6 -7 -8 -9 -10 10 -12 12 -14 -15 15 16 -18 19 -20 -21 -22 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010070019195349642 -0.0026960976722773641 -0.0029635408063149477 0.0044070726793395297 -0.00045966957307683849 0.0077644350633945978 0.0016868811305285258 0.0024756214144833321 -0.0035705808450345266 0.01214950383864106 0.02024889315239441 1.631116065619383e-06 0.014964243105898204 0.0014255862111818953 -0.0029584242917744114 0.0082145630274729087 0.00038775559519327606 0.0053715172803389015 -0.0087261009076557341 -0.027624931749623424 -0.051856907902827341 0.002709661115577992 -0.028920427914136678 -0.009320629008648133 -0.0054203928784019402 0.043640872994634747 -0.011769135386553584 0.034550355087926858 0.041507618789555327 0.0098821856689968093 -0.0074072136116633746 leaf_weight=92.14985747906394 723.59670561397206 1421.0657176050227 1076.4998691324217 878.52236211835452 152.04614880924782 637.43399623926052 1733.3691615270491 1397.8059140431651 23.088460964931073 15.137045323150231 955.86494712522472 14.153517697472124 542.97217458992964 511.84817326298071 80.002208808873547 89.191273171047214 77.707143811538117 6.6790921792853606 6.6115806826855978 3.2357986674178392 178.3105903215037 9.8845269244047795 15.899000083911231 72.983241500536678 2.5940919714048496 15.302958080428651 4.3322287697810671 1.8168225208937645 75.607737466081744 16.965300640993519 leaf_count=6226 19995 35132 34071 32451 4945 16116 64448 35412 864 307 22001 379 11695 13192 1920 2391 2525 199 166 37 4161 194 385 1783 71 368 143 91 1617 415 internal_value=-1.10721e-11 -0.00165975 0.00176868 0.0010872 0.00191904 -0.000818953 0.00290213 -0.00397255 -0.000136774 -0.00128046 0.000317268 -0.0019035 -0.000494319 -0.00247617 -0.000591885 0.00265898 0.000235869 -0.00353906 -0.00154547 -0.0228022 -0.00135835 -0.00213086 -0.00154112 -0.00822349 0.00425475 0.0034572 0.0055228 -0.00258539 0.00436348 0.00671366 internal_weight=10832.7 5588.43 5244.25 4167.75 2787.03 4098.48 1885.42 1489.96 901.611 3461.04 971.002 2490.04 1068.97 526.002 1380.72 263.427 183.425 105.718 95.8029 9.91489 1117.29 938.983 856.115 82.8678 130.701 128.107 112.804 725.414 108.472 92.573 internal_count=313700 140460 173240 139169 102708 98822 69393 41638 33315 82706 22308 60398 25266 13571 36461 7238 5318 2793 2557 236 29223 25062 23085 1977 2999 2928 2560 20086 2417 2032 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=31 num_cat=0 split_feature=11 1 0 11 6 0 11 0 11 7 6 11 0 4 4 4 4 7 6 0 4 4 6 6 4 10 7 0 6 11 split_gain=34.6821 13.5304 8.73803 7.05109 6.88622 5.78806 5.40808 4.47937 4.46937 5.11958 4.81803 4.14555 4.10813 3.98769 3.93897 4.84535 4.59834 4.72868 3.93383 5.62905 3.93768 3.6883 3.55399 4.73036 3.5205 4.03845 4.62571 4.0797 4.37014 3.60317 threshold=1.1536204218864443 1.0000000180025095e-35 0.25718426704406744 -1.9431035518646238 0.17562498152256015 0.42563462257385259 3.4152158498764043 0.26852519810199743 3.49814784526825 0.2074803560972214 0.28518852591514593 4.857884645462037 0.26781304180622106 2.555843120094428 3.7042008280232781 4.3028247347184285 4.1246304637071782 0.23544271290302279 0.32111552357673651 0.24220400303602221 4.522066880234946 4.4125566515740626 0.20524924993515017 0.17772490531206134 12.70981844265012 0.051025144247826233 0.21871482580900195 0.39967928826808935 0.080440200865268721 3.2250218391418461 decision_type=2 2 2 2 2 2 2 2 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 8 -1 5 24 -6 -5 9 22 13 14 -8 -11 -3 16 -16 -18 19 20 -12 -17 23 -2 -4 -26 27 28 29 -27 right_child=1 11 4 7 6 -7 12 -9 -10 10 18 -13 -14 -15 15 21 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0057477370837294489 -0.0037018964235186079 0.0014150969816061395 -0.0011668561171400275 -0.0034159441213717609 0.0012977773276049358 0.012465123039873537 0.012419622007669547 -0.00093937363048722175 0.0013277675991906215 0.002361356020714966 -0.0093821192193272989 0.01027030385214609 0.0036800913250967398 0.013941663687664261 0.0072010591629347214 -0.018302099858369038 0.027733711846476012 -0.02413779617944296 -0.00020304510527795555 0.035472922197421909 -0.037678305045122922 0.0041067302879363218 -0.001388289697927543 -0.011953476512003597 0.0079810600778766772 0.016422763722110774 0.046604359194609257 0.026409549635106964 -0.028728859372911326 -0.015859737944005116 leaf_weight=534.82833328264314 442.64502694441762 583.55619733484309 1241.1566146780424 1131.5260561657069 1863.2476008743834 30.635364944309913 51.744287644207361 1568.299333358118 510.1690076511004 105.62809414495132 27.546870885853423 81.197286323906155 750.60257756539067 35.843792402534746 53.882912555331131 6.6703612858545958 19.833519724314105 1.7187714567407955 312.43867229330499 2.2160056662978596 5.2734939588699481 735.9705032854763 542.18931861662713 72.811273644503672 78.144953766881372 5.5895122117363005 1.4380540773272503 2.6474925947841248 9.2149372776038927 7.019256955711171 leaf_count=18807 12058 17338 41519 26101 55119 1042 1947 35088 13833 3062 634 3242 32629 788 1644 146 513 20 7293 48 80 22166 13349 1808 2575 177 4 108 243 319 internal_value=-2.91018e-11 0.00110968 0.00048471 -0.00260074 0.00129483 -0.000428843 0.00218451 -0.00197733 -0.00110714 -0.00191034 0.000628232 0.00367989 0.00424371 0.00529538 0.0032981 0.0046413 0.0118855 0.023597 -0.00127196 -0.0108041 -0.0139287 0.00390546 -0.00308392 -0.00486748 -0.000722486 0.00457795 -0.00568617 -0.00875903 -0.0130254 -0.00154879 internal_weight=10815.7 7581.03 6098.2 3234.65 4041.44 1375.85 2665.59 2699.83 2056.76 1546.59 488.947 1482.83 802.347 141.472 1401.63 818.076 75.4352 21.5523 347.475 35.0364 32.8204 742.641 1057.65 515.456 1345.21 104.054 25.9093 24.4712 21.8237 12.6088 internal_count=313700 233704 188635 79996 135682 45987 89695 61189 52953 39120 11905 45069 34576 3850 41827 24489 2177 533 8055 762 714 22312 27215 13866 44945 3426 851 847 739 496 is_linear=0 shrinkage=0.03 Tree=179 num_leaves=31 num_cat=0 split_feature=11 1 0 11 11 6 1 8 8 7 0 6 4 6 11 6 6 0 11 7 7 8 9 10 0 0 11 10 0 6 split_gain=34.1294 10.5667 10.05 9.56508 5.79141 5.09655 4.5142 4.33841 3.93254 4.42334 4.1516 3.8682 4.72496 3.73341 3.61829 3.40353 4.28645 6.18948 4.47633 3.98642 3.51904 3.39099 3.38468 5.86119 3.24665 3.27798 3.71636 3.79943 3.17848 3.63079 threshold=1.9098676443099978 1.0000000180025095e-35 0.28870338201522833 -1.4128691554069517 2.7811937332153325 0.50447744131088268 1.0000000180025095e-35 0.23611111111111113 0.29285714285714287 0.14292877912521365 0.20515289902687076 0.12094413116574289 16.126773603130491 0.45476210117340093 -5.5399577617645255 0.49350924789905554 0.60113921761512767 0.13908997178077701 4.4411935806274423 0.2526784241199494 0.042058072984218604 0.18333333333333338 1.0000000180025095e-35 0.034617169424506329 0.29063823819160467 0.31036363542079931 4.2956635951995858 0.068559881613479604 0.25095432996749883 0.24675004184246066 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 7 11 21 13 14 15 10 -10 12 -4 -6 -1 -2 17 -17 20 -18 -19 28 -21 -24 -15 26 -26 -28 29 -5 right_child=2 -3 4 5 6 -7 -8 -9 9 -11 -12 -13 -14 24 -16 16 19 18 -20 22 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.020353739031916403 -0.00089037648408654398 0.0017223419947560914 -0.0029132062636826567 -0.0067668192271466143 0.0020426153943147981 0.0016508627419850109 0.0059780403658939831 -0.0029029823878810829 0.016428292601435419 0.0043324567334991149 -0.00097746749184515888 0.0019101888227906457 0.017666817340112096 0.033056068049887873 -0.0069959488514833249 0.020946635382949687 9.6144444650655725e-05 -0.050005581433878211 0.016808603042557515 -0.031870545493045341 0.0017424361979166269 -0.0012083837129178915 0.049179389297572693 -0.030789792247315484 0.0031196704308052757 0.0068266928213846483 -0.02567553173075186 0.012852966768980659 -0.0019276300488855471 -0.0024030807798572701 leaf_weight=19.132500647334382 1897.2922244217953 620.87126379928668 269.57171028041193 364.76705109327122 1251.8382515015091 344.60916540089238 525.71778571121831 305.88596054796653 12.801475942134855 380.62931014983769 337.06950905433041 864.98443821612091 10.428771762060931 3.8761323822836848 395.94192277170441 21.604417413662304 96.673272897707648 1.1960858139209438 19.453222772674053 6.7794869603967509 105.77051981588011 1526.0510238337374 1.4945494869898541 1.8408696332044199 36.227909787994577 245.60255620827229 9.1699555332888831 3.0763367916006237 792.32585174244741 324.05357835654286 leaf_count=1831 54500 15346 8392 9252 48756 7692 18776 8447 328 10522 10419 24618 309 158 12939 458 2587 34 581 189 2542 35801 99 66 1372 11183 417 227 19067 6792 internal_value=-1.15546e-11 -0.00192336 0.00147917 -0.00247912 0.00263093 -0.00180485 0.00357584 -0.00561389 0.000192411 0.00209431 -0.000340606 0.000918098 -0.00214669 0.00276097 -0.00761166 -0.000453159 0.00280229 0.00610717 0.00357119 -0.00177876 0.0011638 -0.00220086 -0.0196981 0.00504316 0.0057791 0.00541957 -0.00170986 -0.015997 -0.00322342 -0.00471391 internal_weight=10796.7 4693.64 6103.1 4072.77 3220.49 3351.81 2075.51 720.96 2882.6 730.5 349.871 1144.98 280 1549.79 415.074 2152.1 254.812 148.024 126.42 106.788 106.967 3007.2 10.1149 3.33542 297.953 294.077 48.4742 12.2463 1481.15 688.821 internal_count=313700 117167 196533 101821 114208 78604 80889 23217 82325 21269 10747 33319 8701 62113 14770 61056 6556 3615 3157 2941 2576 70912 354 165 13357 13199 2016 644 35111 16044 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 1 11 6 7 8 6 0 7 6 4 10 4 7 6 0 10 11 6 10 4 4 4 4 11 6 split_gain=33.7713 12.4748 9.51552 5.10982 4.86853 4.86425 4.30593 3.90647 4.95749 3.8139 3.24883 3.5945 3.23864 3.22152 3.31718 3.18362 3.08632 3.50746 3.67414 3.03526 2.99982 4.25048 3.42218 3.32566 3.0413 2.98229 4.54498 4.20856 4.07501 3.81569 threshold=2.3910034894943242 0.17378091812133792 0.29318770766258245 0.27528871595859533 1.0000000180025095e-35 1.0000000180025095e-35 -3.8925398588180538 0.058682110160589225 0.2484482824802399 0.23611111111111113 0.45735916495323187 0.45210778713226324 0.045836554840207107 0.48189876973629003 8.9104595373115831 6.9515980236634092e-05 10.406908728205455 0.072019647806882872 1.0000000180025095e-35 0.22804677486419681 0.00054614010843323524 5.4510622024536142 0.095672294497489943 0.0010195707045630444 10.818108289842636 3.4051711981388286 4.2186248773804307 4.1246304637071782 5.065364122390748 0.50109314918518078 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 9 13 6 -1 8 15 -3 12 -12 19 14 -4 -2 -14 -18 -19 -8 22 23 -16 -22 -24 29 27 28 -27 -9 right_child=2 3 4 -5 -6 -7 10 25 -10 -11 11 -13 16 -15 20 -17 17 18 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010747094233273847 0.029851764002602105 -0.0027933703856366883 0.00098001940699412845 0.00041151145869539285 0.0054310491751383746 0.00087259897183491358 -0.028396380196780958 -0.00051054853314330456 0.015771822749555048 9.1216488360124261e-05 -0.0010970421324818509 0.037589330061253659 -0.0044905892698505695 0.0052911548775682023 0.01535629773112916 -0.0037390565793832108 0.029048831644630856 0.0091096411385386111 -0.0041784080832721797 -0.0065452495871794946 0.023724254057486419 0.026215664239388731 0.00039631019836379412 0.0037958597869894059 -0.025843481341158762 0.0039805239480443667 0.0013121857351377577 0.017156624601105782 0.052745907095459926 0.0039247469681854266 leaf_weight=81.436539424710645 2.5615716211032113 1141.3375421673354 1131.8506770997492 2187.3115725777989 627.45817658007581 205.13450420059235 9.5090218407567608 1168.5648072837866 12.593950825094906 646.01071672036778 289.61449553659622 2.177801167825236 1245.9967458197352 288.49427268294676 4.7118995181517702 292.6979388955624 3.9051085765240705 27.27631485281745 59.751273529487662 14.362885219379676 7.6779793133900958 8.0172062163910578 7.3826791420578948 409.28432824143965 8.613635807996614 113.39094751820085 546.53535599243696 30.639501354307868 1.5634914780966926 205.22939009794209 leaf_count=5750 89 27494 41985 56060 21653 4865 420 33356 684 15062 6755 25 31392 12436 130 10465 71 612 1362 415 287 666 238 15282 305 2810 16803 597 25 5606 internal_value=-2.16755e-11 -0.00152325 0.00185078 -0.00056084 0.00314501 -0.00349589 -0.00401268 0.000491283 -0.00266139 -0.00175078 -0.00368082 -0.000808305 -0.00429676 0.00237632 0.00184327 -0.00344763 -0.0041012 0.00123444 -1.36481e-05 -0.0152493 0.00403555 0.00457885 -0.00711424 0.00416282 -0.0137332 0.000961078 0.00256693 0.00727704 0.00464378 0.000152035 internal_weight=10781.1 5913.82 4867.27 3974.66 2493.49 1939.16 1734.03 2373.78 307.853 1787.35 1652.59 291.792 1360.8 1866.03 1577.54 295.26 1336.93 90.9327 87.0276 23.8719 445.688 424.98 20.7082 416.962 15.9963 2065.92 692.129 145.594 114.954 1373.79 internal_count=313700 150283 163417 98616 92982 51667 46802 70435 11238 42556 41052 6780 34272 71329 58893 10554 33437 2045 1974 835 16908 16235 673 15569 543 59197 20235 3432 2835 38962 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=31 num_cat=0 split_feature=11 11 0 1 1 0 11 6 7 9 0 10 6 7 0 11 11 11 4 6 0 6 4 6 4 7 6 6 6 6 split_gain=33.2882 12.1847 9.31463 6.15509 4.6615 3.84544 4.09523 3.59928 4.41045 3.4838 3.67008 3.13344 3.13056 3.0985 5.53435 4.35836 5.53683 3.66134 3.04268 3.00709 2.99976 3.59485 5.36549 5.5664 4.64658 3.63015 2.94862 4.7389 4.76329 4.71835 threshold=2.3910034894943242 -0.33340509235858912 0.29318770766258245 1.0000000180025095e-35 1.0000000180025095e-35 0.28675146400928503 -3.2703051567077632 0.058682110160589225 0.2484482824802399 1.0000000180025095e-35 0.24413470923900607 6.9515980236634092e-05 0.48189876973629003 0.2006943076848984 0.22302854061126712 2.3584704399108891 2.3243701457977299 -0.12947612255811689 8.9104595373115831 0.19603241235017779 0.37036058306694036 0.027981450781226162 13.340131671191317 0.14995443075895312 12.203413600490515 0.12383736670017244 0.64181154966354381 0.49705748260021215 0.41706417500972753 0.35670280456542974 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 9 12 6 -1 8 11 10 26 -2 18 14 17 16 -15 -11 -4 -16 -5 -22 23 24 -23 -25 27 28 29 -3 right_child=2 3 4 20 -6 -7 -8 -9 -10 13 -12 -13 -14 15 19 -17 -18 -19 -20 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011280776450793379 0.029285043853407387 -0.0036912750531197091 0.0010139823899843134 0.0011426973315525641 0.0053580603130079603 -0.0021506726040033597 -0.0044928224037686622 0.00094305929765510943 0.014753850014980389 0.044998486042817094 -0.00093128293601545413 -0.0035838463126905661 0.0052398331292685544 0.0046292739324442249 -0.013130396418530584 0.040431523557917882 -0.028234239453619046 -0.014661372058733538 0.003942520965431527 0.0012398456439312482 -0.0040435566616145134 0.030904222992460491 0.041493933369623856 0.014285432328314423 -0.049351116139748671 -0.0031344695764559138 -0.014628637047247523 0.0041817145995293485 -0.010936510416495166 0.0040259376538962976 leaf_weight=89.737608355128032 2.6339287601881542 677.82320899068691 1130.4969242942107 616.08414302096753 626.73541124835901 653.7513055740219 736.50557041291904 2061.9772302957972 12.720529931355939 0.95581681560725229 2282.282876669331 291.24667072049306 288.5932446849838 165.93418103238218 13.705171121080637 2.9602035803254685 4.7459493740461758 29.482013556495076 444.9782344421692 299.62704319076147 19.367019155877642 11.408257554867301 4.7224102078471324 17.317015490785707 0.68845667765708718 28.462668330001179 19.779023731563939 77.357543446691125 72.345458612719085 79.686265560041647 leaf_count=5792 89 16147 41985 15867 21653 16863 18983 59197 684 13 57312 10465 12436 3343 379 74 66 604 16908 7823 541 291 134 493 19 620 452 1622 1353 1492 internal_value=-8.70013e-12 -0.00151345 0.00183902 -0.000725286 0.00311984 -0.00386981 -0.00523006 0.000492107 -0.00254067 -0.00120954 -0.00157784 -0.00328926 0.00236731 0.00107486 -0.000575092 0.0043414 0.00371547 -0.0127879 0.00184112 0.00061129 0.00186002 0.00725171 0.0107463 0.00823743 0.0263367 0.00345493 -0.00316969 -0.00291987 -0.00358186 -0.00287946 internal_weight=10764.1 5904.73 4859.38 4424.73 2490.8 1479.99 826.243 2368.58 306.601 3726.68 3209.27 293.881 1864.07 517.41 343.77 173.64 170.68 30.4378 1575.48 313.332 698.05 81.9658 62.5988 57.8764 12.0967 45.7797 926.992 907.212 829.855 757.509 internal_count=313700 150283 163417 108645 92982 41638 24775 70435 11238 90680 78378 10554 71329 12302 8819 3483 3409 617 58893 8202 17965 2098 1557 1423 310 1113 21066 20614 18992 17639 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=11 1 0 11 6 0 1 11 11 7 11 6 9 10 6 4 6 0 11 8 7 4 11 11 7 0 0 4 4 4 split_gain=32.8646 13.3674 8.08786 6.65949 6.11923 5.35596 5.10027 4.97897 4.44306 4.82869 4.16045 3.97881 3.80099 4.68773 3.867 3.71142 3.58526 6.06384 4.82635 4.72563 4.31292 4.23409 5.079 4.13673 3.84322 3.79966 3.55851 3.54633 5.34378 5.74457 threshold=1.1536204218864443 1.0000000180025095e-35 0.25718426704406744 -2.3216673135757442 0.17562498152256015 0.42563462257385259 1.0000000180025095e-35 3.4152158498764043 3.49814784526825 0.2074803560972214 4.2956635951995858 0.09835804253816606 1.0000000180025095e-35 0.0022211155518232499 0.2907406240701676 3.5974275744411117 0.38607259094715124 0.11517783254384996 1.6938171386718752 0.64583333333333337 0.23415040224790576 3.4433221162344596 2.1371010541915898 1.6011356115341189 0.22016724199056628 0.2256685867905617 0.26852519810199743 3.7042008280232781 4.3028247347184285 4.1246304637071782 decision_type=2 2 2 2 2 2 2 2 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 8 -1 5 -4 26 -6 9 -2 27 15 -13 -14 -15 -11 17 -16 20 21 -18 22 -20 25 -24 -22 -5 -3 29 -29 right_child=1 10 4 6 7 -7 -8 -9 -10 11 -12 12 13 14 16 -17 18 -19 19 -21 23 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0062944193349800176 -0.0030270223988049217 0.0011909072646575016 -0.00067180778129785439 -0.0038081698669164108 0.0012284180012338787 0.012112513065463956 0.0013862033634902487 0.0040601386979825672 0.0013576099226184691 0.0031754247943453361 0.0079701007709313699 -0.0024916977151666513 -0.013524834132832354 0.020886002479052694 -0.018181661630955012 0.019952885887554155 -0.027734511892396681 0.0048118930806226997 0.029125303264012754 -0.026697813073643557 0.0239585498338017 0.02978720364421052 -0.013002713425126797 -0.030438228613382634 0.0093951472934253131 -0.051737767979064597 -0.0015230207234165414 0.0068388722161153237 0.0035684312449899549 0.025734511650972989 leaf_weight=375.3681826598895 1048.5686621981149 535.8232455321704 1336.4527735170614 1082.9328350077931 1856.4022262020826 30.158927360560483 343.23720880115434 799.50687746324547 506.9480164249444 41.792636493242753 176.44710644843872 277.2234758564955 13.348171225748954 12.673424614360554 15.860940226586534 16.572275335289305 5.9555280129425219 29.560086947778473 9.2494010361842793 2.8546007373079183 6.1903016114956682 10.837384172016753 8.8390779987676051 2.2229190077632666 31.346189146708639 0.66049084370024491 1414.2780710772495 51.053095882816706 688.09842467137059 20.213449179660529 leaf_count=15034 27215 15793 44945 25304 55119 1042 7747 34576 13833 1450 6752 6816 300 251 218 355 101 673 211 209 143 213 194 29 726 16 31911 1558 20482 484 internal_value=-2.98823e-11 0.00108362 0.000461094 -0.00253898 0.00124151 -0.000389678 -0.0020427 0.00208085 -0.00107722 -0.001882 0.00364844 0.000592581 -0.000412026 0.00344185 0.00510404 0.00793926 0.00348552 -0.00321741 0.007381 0.0110186 -0.00789774 0.0128049 0.00908192 0.00512212 0.00446855 0.0166606 -0.00251399 0.00305969 0.00437834 0.0121983 internal_weight=10750.7 7534.86 6063.22 3215.82 4022.52 1366.61 2840.45 2655.91 2040.7 1533.76 1471.64 485.187 426.822 149.599 136.25 58.3649 123.577 45.421 78.1559 63.1267 15.0292 60.2721 49.4347 9.07371 40.1853 6.85079 2497.21 1295.19 759.365 71.2665 internal_count=313700 233704 188635 79996 135682 45987 64962 89695 52953 39120 45069 11905 10100 3284 2984 1805 2733 891 1842 1553 289 1344 1131 188 920 159 57215 38317 22524 2042 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=11 1 0 11 11 8 4 4 4 4 0 0 4 6 6 0 0 7 0 11 11 6 11 0 4 4 4 7 4 6 split_gain=32.3385 13.2046 7.85449 6.65832 5.07891 4.49812 6.05226 6.07528 5.15161 5.80974 5.4231 4.34737 5.14682 4.231 6.80922 6.65401 5.09174 4.3699 3.89811 3.82607 3.75149 3.74215 4.04793 3.68387 3.56573 4.78404 4.71697 3.74053 3.62402 3.55582 threshold=1.1536204218864443 1.0000000180025095e-35 0.27847930788993841 -1.616288900375366 2.6745482683181767 0.23611111111111113 4.2186248773804307 4.0453262590044119 3.620247068523311 3.4433221162344596 0.26781304180622106 0.27122421562671667 15.866649662631604 0.49705748260021215 0.58114576339721691 0.14410997182130816 0.10841426625847818 0.055339148268103606 0.26852519810199743 4.2956635951995858 4.1194708347320566 0.45476210117340093 -4.9901404380798331 0.17500744014978412 3.7042008280232781 4.3028247347184285 4.1246304637071782 0.23544271290302279 4.4125566515740626 0.048095244914293296 decision_type=2 2 2 2 2 2 2 2 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 21 -4 13 7 8 9 20 23 -8 -13 -2 15 16 -15 -17 -5 24 -7 -1 -23 -10 -3 26 -26 -28 -27 -9 right_child=1 19 4 18 -6 6 11 29 10 -11 -12 12 -14 14 -16 17 -18 -19 -20 -21 -22 22 -24 -25 25 28 27 -29 -30 -31 leaf_value=-0.0063157040722253794 -0.0021405739004293572 0.0011837874720208414 0.00013557595944004456 -0.0032040437476645745 0.0025090951363516949 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132.68447686888976 44.211449450085638 51.221168302727165 6.5579881796729742 18.704719947592825 1.4222489930689324 680.67394983744452 33.330956536345184 leaf_count=18210 44315 15793 40691 24428 72441 1743 16370 31 130 1198 382 3121 54 131 3503 41 280 2213 33024 6752 238 768 3566 1154 1558 144 467 17 20338 599 internal_value=2.42844e-11 0.00107588 0.000456748 -0.00252025 0.00144941 -0.000719618 0.000990512 0.00527928 0.00314361 0.00664877 -0.00385947 -0.000385433 -0.00587716 -0.00157408 0.00206443 0.00743681 0.0228199 0.00403914 -0.00181783 0.00362752 0.000292506 -0.00517687 -0.000772946 -0.00771507 0.00306196 0.00438393 0.0117779 0.0240833 0.00361629 0.0166982 internal_weight=10733.8 7522.52 6053.66 3211.32 3283.19 2770.47 923.052 224.207 188.881 125.877 63.0036 698.845 109.42 1847.42 248.884 114.578 20.7287 93.8498 2539.8 1468.86 63.8116 671.526 137.974 52.8601 1292.51 758.58 71.3481 20.127 687.232 35.3261 internal_count=313700 233704 188635 79996 113132 75503 25020 5475 4845 3179 1666 19545 3175 50483 6168 2665 411 2254 57452 45069 1981 22544 4334 1284 38317 22524 2042 484 20482 630 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=31 num_cat=0 split_feature=11 11 1 0 1 6 11 8 0 0 0 7 5 6 8 0 6 10 0 7 10 10 2 7 7 0 11 6 10 10 split_gain=31.9098 11.1627 10.0728 6.61637 4.80841 4.65062 3.64808 3.46474 3.3966 3.37658 4.78561 3.53264 3.47445 5.99505 3.33054 5.57006 4.43743 3.15712 3.1194 3.71689 3.40093 3.01438 2.98682 2.93952 2.93407 2.8931 2.88095 7.73347 4.12384 3.358 threshold=2.2582765817642216 -0.33340509235858912 1.0000000180025095e-35 0.33937859535217291 1.0000000180025095e-35 0.36600293219089514 -3.8925398588180538 0.23611111111111113 0.25331285595893865 0.31704913079738622 0.31771202385425573 0.04869522154331208 5.7186854268456875 0.61618208885192882 0.2678571428571429 0.24591194838285449 0.26622623205184942 0.10782899131277014 0.38868230581283575 0.13894565403461459 0.013268993951707666 0.015288443826688704 1.0000000180025095e-35 0.2176470756530762 0.11686735600233079 0.31840825080871588 4.0180888175964364 0.25034973025321966 0.043886212703005974 0.00013247890776157958 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 8 -1 9 14 22 -11 -12 13 17 26 -16 -17 -13 -8 -20 -21 -22 24 -10 -3 -15 29 -28 -29 -2 right_child=2 4 -4 -5 -6 -7 18 -9 23 10 11 12 -14 25 15 16 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0096626436786995933 0.020566928248302432 -0.0052951252170112782 0.0042950003913934795 0.0031154019297440221 0.0016318174326378308 0.0021428396040627374 -0.0037409029369048111 -0.00022267977897156565 0.00029508643045068173 0.026024401129921038 -0.023581077950487483 -0.00052033034094872417 -0.024355196944747082 -0.051543404555988791 0.0046563118988668965 -0.015424786300212847 0.011107461786021344 0.014990681577969858 -0.010870653621044868 0.017904920960314572 -0.035626184575998747 0.0035902742046648741 0.013394302726792788 0.0092178310177792894 -0.0021144424497848194 0.025855902557974146 0.007173475758109722 -0.0057811118832847104 -0.037584148505100529 -0.0039312753810077953 leaf_weight=90.327114319265092 5.0812418092968974 342.18949317191255 1062.5653314763076 1020.088200139151 631.82726419805294 903.37268194676653 1324.3789798260259 1642.8466560850975 1318.0086073241309 6.5360408011474638 5.5736986244446589 288.95481775820372 4.9776928471401325 0.45333084091544051 132.0998584654626 24.581566227599982 7.3753171567805103 12.313355896912979 12.992077596834859 17.106813470018096 1.8867156563792402 27.125518637360074 10.235504360171033 34.088833428941598 1100.3841226354562 10.543175738886928 75.841415253964442 38.327580450873938 4.0580197355593546 561.0328363573426 leaf_count=6226 172 9820 34071 37502 16116 29409 34292 39605 47775 126 129 6425 132 4 3363 653 213 340 316 243 37 524 196 1453 25727 202 2260 1248 81 15040 internal_value=1.57063e-11 -0.00158523 0.00169042 0.00101933 -0.000772878 0.00033045 -0.00382133 -0.00121648 -0.000413593 -0.0021326 0.000609988 9.54235e-05 0.000511401 0.00090779 -0.00190154 0.00193746 -0.00930142 0.000113632 -0.00343995 0.00330285 0.00729563 0.00103996 -0.00275435 0.000520045 -0.00286892 0.0226651 -0.00282186 0.00143752 -0.00882595 -0.00371139 internal_weight=10717.2 5530.65 5186.52 4123.96 4056.84 3103.87 1473.82 3425.01 2200.5 1782.16 329.352 322.816 317.242 312.265 848.398 164.057 31.9569 301.268 1383.49 59.1111 46.119 29.0122 1452.81 1352.1 1442.57 10.9965 684.341 118.227 42.3856 566.114 internal_count=313700 140460 173240 139169 98822 101667 41638 82706 72258 43101 7358 7232 7103 6971 23030 4229 866 6765 35412 1120 804 561 35743 49228 35547 206 18801 3589 1329 15212 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=11 1 0 11 11 6 0 11 7 6 9 10 4 6 6 0 11 8 11 10 7 6 4 0 4 4 11 7 4 4 split_gain=31.4076 12.9901 8.005 6.51742 5.54616 4.73 4.46321 4.19773 4.1376 4.1127 4.71891 4.79074 3.84617 3.6683 3.55851 5.13396 3.54846 3.54078 3.63549 4.99494 4.13735 3.49089 4.07673 3.83434 3.64399 3.43655 4.03706 3.36624 3.30619 4.63372 threshold=1.1536204218864443 1.0000000180025095e-35 0.25867623090744024 -1.9431035518646238 2.6586936712265019 0.45476210117340093 0.33452899754047399 3.49814784526825 0.2074803560972214 0.09835804253816606 1.0000000180025095e-35 0.0022211155518232499 3.5974275744411117 0.2907406240701676 0.38607259094715124 0.11517783254384996 4.2956635951995858 0.64583333333333337 1.7379095554351809 0.010529893198358843 0.20873722434043887 0.20870899409055713 7.8335995564986884 0.32694432139396673 7.6581289479734336 3.4433221162344596 2.1371010541915898 0.23893509805202487 3.7042008280232781 4.3028247347184285 decision_type=2 2 2 2 2 2 2 2 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 7 -1 -4 -6 21 8 -2 12 -11 -12 -10 -13 15 -15 28 18 19 -16 -20 22 24 -24 -5 26 -22 -17 -3 -30 right_child=1 16 4 6 5 -7 -8 -9 9 10 11 13 -14 14 17 27 -18 -19 20 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0055327830121302945 -0.0028727688905583544 0.0012360903779764809 5.1457563635651481e-06 -0.0044455309593039666 0.0016238851970950675 0.0053528742786160448 0.00062332116056697208 0.001296949489008254 0.0031097825861255246 -0.0028579586089669657 -0.013678290798809136 0.020618478720995606 0.020196956424998105 -0.016861930166576163 0.021298843256870648 -0.0038054360567815319 0.0075883811230527754 -0.025821034381277572 -0.065216191968170731 -0.014925297666118489 0.02880700870360297 -0.0013476782335121197 -0.00043918402643036697 0.019930443558141289 -0.035240308573805217 0.028768612681419274 0.0057577226399312398 0.016956467356447964 0.011568951849672869 0.0035626263866564054 leaf_weight=528.13700200178209 1076.6377352394193 531.68804879316122 1797.3981875503723 857.46050113039382 1795.2723810787334 369.07814498012158 515.1014121276894 510.68498047291041 42.207931227116205 278.73539910808904 12.917228989768772 12.963961248402482 16.486779943254078 15.488553544564637 4.966567806433889 17.582623978843916 176.21020062750904 2.7287910501472643 0.61082421249011432 11.044047885166945 8.2994127355050278 1143.2474595355816 145.51609143810856 8.821181660590808 3.4723273464478543 10.530234002217183 38.865413284416718 11.708697330992434 71.87705523474142 685.84382876761811 leaf_count=18807 28150 15793 49839 21371 68188 16251 10512 14199 1459 6889 300 251 359 218 101 384 6752 213 6 213 192 25894 3082 246 84 212 920 291 2042 20482 internal_value=2.07914e-11 0.0010619 0.000446578 -0.0024874 0.00123688 0.00225977 -0.00188583 -0.00106417 -0.00183623 0.000464091 -0.000560669 0.00377453 0.00790941 0.00544708 0.00383262 -0.00289278 0.00359528 0.00774153 0.0089739 -0.0036884 0.0124509 -0.0024846 -0.00376484 0.000725047 -0.00456973 0.0132732 0.00981362 0.00449377 0.00304958 0.0043221 internal_weight=10701.6 7499.83 6034.21 3201.76 3961.75 2164.35 2673.62 2072.46 1561.77 485.136 426.442 147.706 58.6947 134.789 121.825 44.7799 1465.62 77.0453 74.3165 16.0106 58.3059 2158.52 1015.27 154.337 860.933 57.6951 47.1648 29.2913 1289.41 757.721 internal_count=313700 233704 188635 79996 134278 84439 61189 54357 40158 12008 10190 3301 1818 3001 2750 893 45069 1857 1644 314 1330 50677 24783 3328 21455 1324 1112 675 38317 22524 is_linear=0 shrinkage=0.03 Tree=186 num_leaves=31 num_cat=0 split_feature=11 1 0 11 11 9 8 8 0 10 0 6 7 0 0 7 7 11 5 11 11 10 6 6 4 8 4 6 6 6 split_gain=30.9908 10.3805 9.20436 8.9349 5.52617 5.32413 4.13256 3.69098 3.64147 4.79452 3.62399 5.36062 3.61562 3.83092 3.58911 3.47832 3.4207 3.41873 3.35418 4.19354 3.95603 3.24325 3.27856 4.72284 3.19687 4.8637 3.15228 3.37873 3.09608 4.304 threshold=1.9298174381256106 1.0000000180025095e-35 0.28870338201522833 -1.4128691554069517 3.5142571926116948 1.0000000180025095e-35 0.23611111111111113 0.29285714285714287 0.42004290223121649 0.00037216254469640836 0.3291729092597962 0.074632931500673308 0.14292877912521365 0.20515289902687076 0.24846091866493228 1.0000000180025095e-35 0.24242554605007174 -5.5399577617645255 1.0000000180025095e-35 4.147409439086915 4.2331066131591806 0.0062777426134115197 0.48556268215179449 0.47547510266304022 13.103616049815514 0.41428571428571431 2.5403740476076084 0.44190348684787756 0.49705748260021215 0.60113921761512767 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 6 -4 14 17 28 18 -10 11 -3 13 -9 15 -5 21 -1 -6 -20 -21 -11 23 -23 -7 -26 -13 -28 -2 -30 right_child=2 10 4 5 8 24 -8 12 9 16 -12 26 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.02009829140680559 -0.0008700579983210629 -0.0052445254308321268 0.0016261617358800152 -0.026463917273657857 0.0033022332155349578 0.00089677690122455598 -0.0027714054149264302 0.015978850106899173 -0.015325512885139999 0.034018711924076177 0.0057955358943232709 0.0061498574335608364 0.0040903273693467376 -0.00080385825949553656 -0.0014678156992918192 -0.0035725433673291064 -0.068813457340566292 -0.0068030663191023868 0.0028636304420607056 0.045502551609378918 0.012858559761714494 0.010791906624891432 0.030659563569312591 -0.042316295941929767 0.047765649426283245 0.0062132319475490293 -0.0006654780016061288 0.014654753549155568 0.0061159220252715151 -0.0018858673785426376 leaf_weight=18.217592387678451 1856.2046584192485 112.23527038205066 2071.2606833972313 6.0127311235692096 944.48317285742178 411.45481296116486 302.66034054654301 12.713306051096877 5.3754410345572969 7.074168872437439 152.72748211253929 123.46308027247142 372.56425348474295 329.59625884264824 1999.8678726088183 928.57008126499568 0.44033497292548318 391.04772118547226 49.03739575642976 3.5995314907631828 46.54516329679609 35.362859569351713 7.1987192872038568 1.5741143075283606 3.193543584086 12.298499502940102 221.50771845858981 13.760701483261071 141.84343729304965 105.49133115169388 leaf_count=1831 54281 3190 66548 258 40052 9710 8447 326 91 400 3908 2722 10443 10336 48147 21180 8 12939 1765 226 2641 1364 464 37 51 225 5438 315 3428 2929 internal_value=-4.98944e-13 -0.00182439 0.0014305 -0.00237625 0.00253898 -0.00172963 -0.0054293 0.000182961 0.00425671 0.0116387 0.0017798 0.000477551 0.00204526 -0.000180552 -0.00218505 -0.00371982 0.014445 -0.00739488 0.00385336 0.00910161 0.0152018 0.0151609 0.0121383 0.00852864 0.0014005 0.0147789 0.0022678 0.000230593 -0.00044993 0.00270306 internal_weight=10687.4 4697.02 5990.36 4073.32 3171.95 3361.4 711.926 2818.41 1100.69 57.0256 623.694 470.967 714.874 342.31 2934.45 934.583 51.6502 409.265 1043.67 99.1821 50.1447 51.2099 44.1357 36.937 426.947 15.492 358.732 235.268 2103.54 247.335 internal_count=313700 118361 195339 102788 113596 79571 23217 81743 47048 2364 15573 11665 21105 10662 69585 21438 2273 14770 44684 4632 2867 2265 1865 1401 9986 276 8475 5753 60638 6357 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=31 num_cat=0 split_feature=11 1 11 0 9 7 11 0 0 0 0 6 10 6 0 6 6 0 0 11 6 0 6 10 0 7 11 6 10 6 split_gain=30.5588 14.6177 9.09487 7.65277 4.9582 5.33224 4.96129 4.67085 4.34555 4.17612 4.11027 3.85286 3.76527 4.1298 3.54981 3.48736 4.60931 3.79342 4.1371 3.83691 3.47452 3.55203 5.6271 3.78124 3.44961 4.0319 3.41043 4.17877 3.18923 3.1661 threshold=0.43509620428085333 1.0000000180025095e-35 3.5142571926116948 0.25718426704406744 1.0000000180025095e-35 0.22877723723649981 0.66328173875808727 0.25018066167831426 0.37036058306694036 0.10225538164377214 0.23168353736400607 0.36330509185791021 0.013812769766778034 0.62301644682884227 0.33937859535217291 0.36600293219089514 0.37955629825592047 0.24931013584136966 0.27461262047290808 6.3776431083679208 0.18452219665050509 0.15876720100641253 1.0000000180025095e-35 0.0072635150267750257 0.14936596900224688 0.23237928748130801 -4.9901404380798331 0.18831270933151248 0.0076259149011601588 0.65192043781280529 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 29 6 11 -1 20 -7 -8 -6 13 -11 15 -4 17 19 -19 -17 21 22 -3 -24 25 28 27 -9 -22 -2 right_child=1 8 14 -5 5 9 10 26 -10 12 -12 -13 -14 -15 -16 16 -18 18 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0051356460520329186 -0.0023892371872855328 -0.027764178454184125 0.00014300595052995911 0.00045867555934603083 -0.0081493118991474243 -0.0036093906816056878 -0.0057479187800945917 -0.0023552373979691234 0.0068674011111205975 0.0012404200168337097 0.0053026605492774836 0.037498674636400164 0.01749805688131385 0.026830042181145652 0.0045893318928378491 0.026918576865690325 0.0026975306247806674 -0.023517481377396243 0.012947523799810869 -0.060079132308610235 0.0067446002085123592 0.00056751249521617649 -0.011695812386057863 0.048804196157787055 0.00430793078555712 0.0052155984428988791 -0.0020037198177904501 -0.027835421612619062 -0.032217195215788093 -0.012436922609489748 leaf_weight=721.14217753159392 1547.7199762123355 1.6015430530533183 727.13620013773379 3509.2095658356902 2.5012146969093001 26.078233898151666 113.7161981480167 13.223839173733724 271.62478861826821 42.122249254025519 41.293174739999813 4.9722763213794678 35.870615536368859 6.5599888195283702 424.27444167053909 16.235736008384272 351.44401032942551 3.7713096470106384 10.874328186720957 0.46944773569703002 2.5590047277510184 532.2103688406205 1.1786347061861304 4.402953181117482 755.38713691095472 9.733121734005179 1446.6812776539336 10.308428272517629 7.241468382999301 28.749378954962594 leaf_count=20021 39021 42 26591 103180 62 387 2589 718 8349 957 1255 77 986 174 18572 361 12225 100 476 3 120 15918 31 111 23100 321 35882 1165 169 737 internal_value=-7.63862e-12 0.000816182 0.000218694 -0.00036438 -0.00192596 0.00180583 -0.00165308 -0.00315803 0.00341306 0.00688589 -0.00280414 0.0222213 0.0101229 0.00468865 0.0022553 0.00136311 0.00368075 0.0147027 0.00355764 0.0244738 0.00269916 0.00085034 0.0218055 0.0360287 0.00398606 -0.00846113 -0.002188 -0.013517 -0.0220439 -0.00257247 internal_weight=10670.3 8478.94 6893 5358.79 1849.58 273.114 162.483 2191.36 1585.94 110.631 155.009 7.47349 84.5529 48.6822 1534.21 1109.93 382.795 31.3508 14.6456 16.7052 1314.31 539.393 7.18313 5.58159 774.921 19.5336 1470.21 23.5323 9.80047 1576.47 internal_count=313700 255914 207753 149425 46245 6487 3983 57786 48161 2504 3844 139 2117 1131 58328 39756 13165 940 576 364 39812 16102 184 142 23710 610 37765 1883 289 39758 is_linear=0 shrinkage=0.03 Tree=188 num_leaves=31 num_cat=0 split_feature=11 11 1 0 1 6 0 8 0 0 8 0 6 11 7 4 4 7 7 5 11 6 11 11 7 10 6 11 7 10 split_gain=29.9637 10.7927 9.82196 6.46493 4.38479 4.33665 3.65219 3.44885 4.03115 2.95242 3.08926 5.74431 4.18163 2.94996 2.87712 4.73446 8.0604 3.51361 2.87311 2.86991 2.8077 2.91987 7.85199 4.88715 3.74855 4.23243 3.73136 3.25554 3.24266 3.03919 threshold=2.2582765817642216 -0.55156993865966786 1.0000000180025095e-35 0.33937859535217291 1.0000000180025095e-35 0.36600293219089514 0.26852519810199743 0.18333333333333338 0.45210778713226324 0.25331285595893865 0.2678571428571429 0.24591194838285449 0.26622623205184942 5.5944023132324228 0.13315494358539584 6.8726822717968679 6.9050584687726806 0.16513995081186297 0.13255102932453158 7.4773905673529599 6.3776431083679208 0.24675004184246066 4.1194708347320566 3.3505302667617802 0.18848738819360736 6.9515980236634092e-05 0.21743451058864596 2.5024557113647465 0.066894769668579115 0.0047051133182187685 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 9 -1 8 -3 10 20 -12 -13 -4 -9 -16 17 -17 -14 -18 21 22 24 -23 25 27 -26 -2 -24 -30 right_child=2 4 13 -5 -6 -7 -8 14 -10 -11 11 12 18 -15 15 16 19 -19 -20 -21 -22 23 28 -25 26 -27 -28 -29 29 -31 leaf_value=-0.0056692013104010612 -0.041764842313990788 -0.0022250872219648724 0.0039739408390467249 0.0030536053142784718 0.0014724537616001494 0.0020499801019713965 -0.0024883192851433366 -0.0015999495291479052 0.0457715057194596 0.00044482720657465638 0.0046515847046205211 -0.0156643799510745 -0.0075492848391694387 0.014349467707905055 -0.00093658564431681657 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108 1024 13764 31 8241 55 105 106 84 3540 149 2852 2452 7552 374 54 401 1334 internal_value=7.49536e-12 -0.0015405 0.00164257 0.000978166 -0.000795952 0.000294628 -0.00391269 -0.00121157 -0.0021808 -0.000426042 -0.001821 0.00188424 -0.00956265 0.0042221 -0.0003063 0.000787983 0.00328134 0.0347352 0.00984914 0.0027121 -0.00271359 -0.00280292 -0.00131371 -0.00541318 -0.00296984 -0.00457695 0.00272173 0.0319459 0.00859929 0.00684158 internal_weight=10657.4 5499.56 5157.82 4101.42 4185.78 3085.29 1313.78 3537.62 1708.45 2187.29 840.682 163.203 31.7738 1056.4 1829.17 990.942 405.163 7.20214 7.59891 397.961 677.478 676.032 430.451 245.581 368.832 287.618 81.2138 2.82756 61.6192 57.8457 internal_count=313700 140460 173240 139169 102615 101667 37845 86027 41549 72258 23030 4229 866 34071 44478 22197 8433 86 213 8347 18801 18717 12325 6392 10441 7615 2826 63 1884 1735 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=11 1 1 11 0 6 0 11 8 0 6 0 0 8 4 6 4 6 7 4 6 8 0 5 0 6 7 10 11 7 split_gain=29.6333 9.5583 9.04262 8.54593 6.22037 5.0099 4.02491 3.36908 3.30872 3.26623 3.51643 3.25378 3.65751 3.23312 3.18119 3.43041 3.16171 3.10293 3.94582 3.1833 3.07134 3.06646 3.03403 2.95052 2.89915 3.51342 3.31798 3.00709 3.00014 2.9086 threshold=1.9098676443099978 1.0000000180025095e-35 1.0000000180025095e-35 -1.4128691554069517 0.30201432108879095 0.50447744131088268 0.3526489138603211 3.0298937559127812 0.23611111111111113 0.33296963572502142 0.074632931500673308 0.32404166460037237 0.32050831615924841 0.29285714285714287 2.5403740476076084 0.44190348684787756 3.4433221162344596 0.055397331714630134 0.20297524333000186 8.4075153981341071 0.34330843389034277 0.18333333333333338 0.37437555193901068 6.5542489857170763 0.25095432996749883 0.24675004184246066 0.17153272777795794 0.00013247890776157958 1.7826198339462282 0.17680239677429202 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 20 21 8 -4 -1 10 17 12 -10 -14 -12 16 -16 18 19 -3 -2 24 -9 -6 25 -5 -26 -27 -29 -28 right_child=2 9 7 5 23 -7 -8 22 11 -11 14 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 27 29 28 -30 -31 leaf_value=-0.0079286656007434547 -0.00081731891266921802 -0.0038648712018105832 0.0020023878958019057 -0.0065459768009936241 0.0019588299702581894 0.0017542332860138721 0.00098216085903712544 0.0041780124429100472 -0.0027982435407655631 0.0058008018320426166 0.0058919832151322418 -0.011322645134954639 0.041860058379959215 0.0030934307602408901 -0.0074542845301946679 0.014243799413143561 0.00099662581202462886 -0.016645050492311467 -0.039316438561580985 0.0097489690713710581 0.0013278767999860574 -0.0011421204681203825 0.0093807361341935354 0.01537202029658186 -0.0030330725386675827 -0.044820190051269325 0.010472416740173908 -0.0027216334825098838 0.010108703800979722 1.0026211452445238e-05 leaf_weight=374.64760521938661 1865.546941800113 77.928303107000829 559.34923227412401 358.43901602869482 2036.3104613063761 339.75834007542289 80.592671212449204 524.25433023954611 204.05098638769414 135.32885907034506 123.00453600961919 40.100193104255595 3.0861008695792389 5.1963032095518429 51.767362978935125 14.220165099890435 172.98119411100924 15.267334270305581 2.5025494019500902 19.283281334865023 885.9193522156238 1507.3187235600781 124.91566962614888 14.867445402931478 566.72436911056866 1.4844930565450329 27.382593217276735 301.24975876434473 17.346924130397383 188.82880732357444 leaf_count=13976 57704 2324 15953 9252 74343 7692 2028 18253 5788 3497 2721 1237 55 133 1376 326 4183 423 55 441 25441 35801 4261 578 14199 36 564 6274 482 4304 internal_value=-8.46732e-12 -0.00180429 0.00138927 -0.0023366 0.000805592 -0.00169658 -0.00532882 0.00370882 -0.00613991 0.0016873 0.000520156 -0.00348514 -0.00200499 0.0175382 0.00197197 -4.57882e-05 -0.000949911 -0.00405028 -0.00212189 -0.00116438 -0.000126607 -0.0020915 0.00517914 0.00205605 -0.00307068 -0.00450599 -0.00182679 -0.00222154 -0.00202305 0.00133506 internal_weight=10639.7 4628.49 6011.16 4016.21 4802.64 3308.53 707.674 1208.52 627.081 612.284 476.955 252.434 212.333 8.2824 361.973 238.969 224.749 114.981 99.7141 97.2116 2751.47 2968.77 649.17 2051.18 1461.46 678.52 782.936 320.081 318.597 216.211 internal_count=313700 117167 196533 101821 158066 78604 23217 38467 21189 15346 11849 7213 5976 188 8606 5885 5559 3243 2820 2765 83145 70912 22514 74921 35111 16044 19067 6792 6756 4868 is_linear=0 shrinkage=0.03 Tree=190 num_leaves=31 num_cat=0 split_feature=11 1 1 11 0 6 8 11 11 0 6 0 0 11 4 10 4 0 0 0 0 11 11 11 6 7 0 0 7 0 split_gain=29.231 9.37858 9.05402 8.47719 5.9002 4.87915 3.87567 3.36495 3.25622 3.05483 3.12526 4.95135 5.12929 4.06766 3.82784 4.61279 4.75202 3.98086 4.08148 3.75913 3.43299 3.38683 3.32227 3.24134 3.04051 3.03495 3.04734 2.92614 2.95035 4.20584 threshold=1.9098676443099978 1.0000000180025095e-35 1.0000000180025095e-35 -1.4128691554069517 0.30201432108879095 0.50447744131088268 0.23611111111111113 -5.5399577617645255 3.119949579238892 0.2361470311880112 0.20169251412153247 0.44009289145469671 0.39709493517875677 -2.3216673135757442 8.1972073343732053 0.020815813665786557 4.0453262590044119 0.25645528733730322 0.3226174414157868 0.34104821085929876 0.3716235905885697 -0.062291610985994332 -2.6275770664215083 -1.9431035518646238 0.34330843389034277 0.060166226699948318 0.16725500673055652 0.24846091866493228 0.19535148888826373 0.12162990495562555 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 24 25 7 -1 -4 -3 11 12 14 22 15 16 17 21 -19 -20 -21 -11 -12 -15 -2 26 -5 28 29 -27 right_child=2 9 8 5 -6 -7 -8 -9 -10 10 13 -13 -14 23 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.020008397753669836 -0.00080104217223174652 -0.0039745628703339447 0.0021499387594132186 -0.046677767816866243 0.0020134311859302621 0.0017209910893143782 -0.0027259111426367376 -0.0066406023622386538 0.005266554566302168 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93.918045133192209 1965.8407894651245 321.87726417107478 571.10684863495044 leaf_count=1831 57704 1740 17331 118 74921 7692 8447 12939 21136 147 279 69 245 88 1297 1958 2044 1392 215 204 63 247 61 5297 25441 146 2814 47496 6891 13447 internal_value=9.8282e-12 -0.00179472 0.00137989 -0.00232238 0.000795729 -0.00168513 -0.00531022 -0.00722635 0.00370263 0.0016697 0.00246782 0.000468383 0.000798238 0.00509875 7.68991e-05 -0.00157674 0.00130298 0.00610153 0.00315446 0.0150232 0.00324767 0.0202084 -0.0161033 0.00584659 -0.000113029 -0.00207548 -0.00733217 -0.00190012 -0.0033152 -0.00459392 internal_weight=10622.9 4617.41 6005.51 4007.1 4798.66 3302.7 704.399 404.49 1206.85 610.311 534.701 303.812 301.575 230.889 291.661 236.833 160.774 86.1782 71.2859 19.0924 10.7109 14.8923 7.86644 223.023 2747.92 2963.12 95.6575 2867.46 901.622 579.744 internal_count=313700 117167 196533 101821 158066 78604 23217 14770 38467 15346 13606 7881 7812 5725 7567 6270 4312 2268 1874 482 267 394 340 5385 83145 70912 2932 67980 20484 13593 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=0 split_feature=11 1 11 0 11 7 6 0 1 6 6 9 6 6 0 10 10 6 4 4 7 4 6 6 6 7 6 4 4 0 split_gain=28.9113 13.9102 8.67731 7.58658 4.68506 4.3647 3.91737 4.60033 3.79945 4.47243 4.02367 3.73503 5.38655 5.15511 5.19672 4.82418 5.35754 4.78739 4.29649 4.29517 4.13438 3.86199 3.79379 3.60119 4.64459 3.58273 3.52761 3.47676 4.40536 5.06278 threshold=0.52932482957839977 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 -2.8060469627380367 0.2074803560972214 0.040838092565536506 0.37036058306694036 1.0000000180025095e-35 0.5261899232864381 0.62301644682884227 1.0000000180025095e-35 0.2907406240701676 0.38607259094715124 0.11517783254384996 0.011598010538824257 0.0087993856501000795 0.09835804253816606 7.7421444089995068 7.8335995564986884 0.22016724199056628 6.0868634566299429 0.36806455254554754 0.20524924993515017 0.17772490531206134 0.2526784241199494 0.59460201859474193 12.415611990374435 10.406908728205455 0.3665823638439179 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 -1 23 -3 -8 9 -6 25 17 15 14 22 16 -13 -7 21 -20 -16 -19 -14 24 -2 -11 27 28 -10 -30 right_child=1 6 -4 -5 8 11 7 -9 26 10 -12 12 13 -15 20 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0071564993838630232 -0.0035372731015174187 -0.00051986677403148931 0.0022008100702097843 0.00047428490529117975 -0.0034854503166037373 0.0058379175572263074 0.003163587523306447 0.0078146906192867755 0.0016683333508310154 0.0067543733716373573 -0.0043169605020292453 0.01674057802635457 -0.0093054653915373917 0.0063426629037368143 -0.014378101313742685 0.033095618140537429 -0.037946494776231902 -0.0028878085061271137 -0.05462825277603129 -0.010834769761319621 0.0077805811283741012 0.014114437211633871 -0.039376986823384745 -0.001356100736011837 -0.011162469757294307 -0.013233721525621198 -0.047460032505860332 0.028598098757257547 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0.00228987 -0.0013354 -0.00286209 -0.0210802 0.00120806 -0.00220778 -0.0186387 -0.00293304 -0.0045999 0.00512968 0.00104122 0.00131915 0.000829342 -0.019712 internal_weight=10609.5 8322.93 6760.43 5209.19 2286.61 1793.41 1562.51 1359.91 2067.25 1831.72 173.054 560.378 166.946 148.447 53.9635 18.4983 8.29277 393.432 324.392 11.2467 36.323 313.145 17.6405 1233.03 599.426 108.077 235.531 234.189 230.058 9.0278 internal_count=313700 253475 205631 146336 60225 45215 47844 41017 48913 43691 3809 13536 3682 3322 1092 360 184 9854 7747 213 819 7534 273 31679 16236 2393 5222 5176 5099 163 is_linear=0 shrinkage=0.03 Tree=192 num_leaves=31 num_cat=0 split_feature=11 1 11 0 7 11 11 0 0 6 0 11 0 10 0 4 4 6 0 6 10 0 10 9 0 10 10 10 0 11 split_gain=28.4425 13.9496 8.52552 5.65708 5.03346 4.48928 4.44068 4.35873 4.05096 3.9222 4.46494 3.89232 3.868 3.73421 3.44607 4.92222 3.89871 3.38384 3.43517 3.34617 3.88482 3.53536 3.08064 3.05853 3.3575 3.27397 4.05546 3.0121 2.94011 3.04064 threshold=0.43509620428085333 1.0000000180025095e-35 2.7666904926300053 0.3665823638439179 0.2006943076848984 -2.8060469627380367 2.1720671653747563 0.28870338201522833 0.39709493517875677 0.040838092565536506 0.37437555193901068 2.4542512893676762 0.25018066167831426 0.0089440844882255916 0.38868230581283575 7.3515224885328125 18.245816133915071 0.45476210117340093 0.29063823819160467 0.15190938115119937 0.14863014605158933 0.45210778713226324 0.009947700154222085 1.0000000180025095e-35 0.25718426704406744 0.0022211155518232499 0.0028859341126894482 0.0010195707045630444 0.31036363542079931 3.1798011064529423 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 23 6 -1 -5 -4 -6 -3 -11 -10 -7 14 16 -16 -8 -9 -19 20 -12 -21 -15 24 -2 27 -27 -25 -20 -30 right_child=1 9 7 4 8 12 13 17 11 10 19 -13 -14 22 15 -17 -18 18 28 21 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=-0.0071319494582976137 -0.002714479179624051 -0.00054615268105281185 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47.902874145831447 178.51684200722957 1.4017706583254028 7.0770400183391748 96.51134430588354 14.579224001266995 1828.7573282238427 5.9793625252787015 449.34660579414776 11.434946236200629 57.817371589015238 187.29688761352736 leaf_count=11312 28847 6892 44331 4511 588 15089 497 49189 277 34818 792 74 31385 56 286 199 10 158 2030 5456 39 164 2520 345 50436 162 11740 248 2025 9224 internal_value=-5.83517e-12 0.000788982 0.000203925 -0.000719244 0.0026402 -0.00306137 0.00135887 0.0014169 0.0113858 0.0033356 0.00391328 0.00127848 -0.00260431 0.00539498 -0.0015986 -0.00896119 0.00744357 0.00251928 0.00539636 0.0079236 0.0180616 0.00651794 0.00871661 -0.00110875 -0.00146435 0.00111145 0.00170284 -0.00923971 0.00501407 0.00634254 internal_weight=10598.1 8426.39 6852.18 3890.91 404.257 2171.67 352.597 2961.28 51.6599 1574.21 1370.29 21.1071 1952.44 144.674 46.5869 25.6783 20.9086 1544.47 297.133 211.327 25.7332 185.594 98.0869 3486.65 3005.31 481.34 455.326 26.0142 293.017 245.114 internal_count=313700 255914 207753 100796 9018 57786 8079 106957 939 48161 41269 351 46474 3568 992 485 507 62626 13437 6451 831 5620 2576 91778 79283 12495 11902 593 13279 11249 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=31 num_cat=0 split_feature=11 11 0 1 0 7 6 4 11 8 11 11 0 11 6 5 10 0 5 11 11 7 7 0 6 11 7 0 0 11 split_gain=28.7048 12.1944 7.67592 6.28303 5.07191 5.20705 3.88928 3.71246 3.68765 3.65317 4.24748 3.41525 3.37623 3.28577 3.22446 3.17675 3.14372 2.9524 3.57991 2.90801 2.95984 2.8858 3.32524 2.82413 2.73045 2.70322 3.55076 4.00208 3.69611 3.12156 threshold=2.7211050987243657 -0.55156993865966786 0.28870338201522833 1.0000000180025095e-35 0.3665823638439179 0.20189173519611361 0.21041350811719897 11.322927770719508 2.6745482683181767 0.58571428571428574 2.4857645034790044 2.1720671653747563 0.26852519810199743 4.3299207687377939 0.22900467365980151 1.0000000180025095e-35 0.020190332622473054 0.3137232661247254 4.96727735829033 2.7055200338363652 2.6745482683181767 0.13843659311532977 0.13542198389768603 0.36903019249439245 0.179492361843586 2.0083762407302861 0.1500719636678696 0.3526489138603211 0.24931013584136966 1.9889730215072634 decision_type=2 2 2 2 2 2 2 2 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 7 4 6 11 19 -2 9 23 24 -6 -1 -4 25 21 -13 -5 -19 20 -3 22 -15 -7 -11 26 -8 28 -28 -30 right_child=2 3 13 17 5 8 14 -9 -10 10 -12 16 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0054934518792932648 0.00034626196193103976 -0.0024364894156173292 0.0026948716711680176 0.00033538949844558744 -0.0012890390338957242 0.037976205071525514 -0.0035587127868829393 0.0087175385074832572 0.056067715214020937 0.037910967009679476 -0.056872995852838344 0.00017159707762369629 -0.0024200218968711746 0.0064240910309496134 -0.00084424737389728142 0.013308131614948529 0.0094653260226294032 0.003446314363617337 0.024204312607403893 -0.017741306766548819 0.0086342323364101189 0.0014744297369819899 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3.26463 3.20374 3.59004 3.19895 3.93437 3.15042 4.74711 3.33509 3.75003 3.19085 3.60789 3.29173 3.07005 3.05325 3.01421 threshold=2.7211050987243657 -0.19276428222656247 0.28870338201522833 1.0000000180025095e-35 0.3665823638439179 0.2006943076848984 0.3526489138603211 -2.8060469627380367 3.3690377498030597 4.2186248773804307 2.6745482683181767 0.013268993951707666 6.9515980236634092e-05 0.21041350811719897 0.22900467365980151 11.322927770719508 0.49705748260021215 1.0000000180025095e-35 4.1246304637071782 0.18551583916231176 0.00013247890776157958 0.16513995081186297 1.0000000180025095e-35 0.28675146400928503 0.10469890013337137 0.0018024068203685852 0.25252421200275427 0.36903019249439245 1.0000000180025095e-35 2.1720671653747563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 4 13 29 7 -1 12 18 27 -8 -2 -3 -15 20 17 -4 -10 -20 21 -11 24 -24 -22 26 -26 -7 -9 -6 right_child=2 3 16 -5 5 10 11 28 9 15 -12 -13 -14 14 -16 -17 -18 -19 19 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0080250648961153279 0.019667087188284815 -0.0022579377180189575 0.0020061056078444716 0.0018928944669196063 -0.0012693090471808696 0.037294713863331712 0.0062867120398317428 -0.0039169685918672998 0.0060060594286675253 -0.04309105366216813 0.053279623039416683 -0.0021983315667846197 -0.00052750380708395221 0.0037099550238250227 -0.00082090613155402033 0.0083097416103167111 0.0062825857717998396 0.0050068590594786007 0.019966394830553919 -0.04708140520565525 -0.0051324663593548129 0.043891090391449103 0.0077494752384236042 -0.025236434313094299 0.02704870370180263 6.0986543310229328e-05 0.0010665828293106247 0.0070824458705619694 0.0010371917915452111 0.0043917109455268019 leaf_weight=196.12007227972936 7.4437581069068974 1681.6046393229744 1371.7859652090083 832.2068545496204 239.03239792177556 3.2147737548220894 64.622261872165836 1057.3276639303149 86.490550094487844 3.0809740913100536 1.6081019678967994 126.18480462228763 1151.7669035234949 162.09679099066125 2021.7620898751738 49.165671450056834 271.0217171889235 485.93117716201959 25.723594751325439 0.81255824537947674 107.19049193136743 0.69141713413409878 68.866685020504519 3.2481487440527408 8.8612304449779931 225.2326876910447 8.6944327613455226 51.842691403406207 125.21997746400302 131.06485429203531 leaf_count=10452 258 45399 53923 22405 5150 62 1425 26611 2362 101 26 2764 35229 3952 50829 1650 12759 16925 510 9 3960 38 1781 88 233 7391 245 989 2938 3236 internal_value=3.57617e-11 -0.00117894 0.00203604 -0.000475183 -0.000934323 0.00197988 -0.00347674 -0.00405139 0.000574636 0.0024916 0.0101075 0.000675371 -0.000397826 -0.00125606 -0.000484603 0.000990229 0.00323556 0.00279103 0.00880162 0.0179133 0.000145201 -0.0271487 0.000389136 0.00626375 -0.000821356 0.00108199 0.0141811 0.00884652 -0.00339237 0.000735463 internal_weight=10569.9 6693.91 3876.01 5124.43 4292.23 426.763 1569.47 1378.67 1747.27 588.058 56.6656 190.807 1159.21 3865.46 2183.86 475.032 2128.74 1857.72 113.027 26.5362 425.866 3.77239 422.094 72.1148 349.979 242.788 17.5557 55.0575 1182.55 370.097 internal_count=313700 176238 137462 132048 109643 9463 44190 40001 53855 18368 1077 4189 35487 100180 54781 15487 83607 70848 2881 519 13837 139 13698 1869 11829 7869 478 1051 29549 8386 is_linear=0 shrinkage=0.03 Tree=195 num_leaves=31 num_cat=0 split_feature=11 11 0 9 0 0 11 4 4 11 4 6 1 1 0 10 0 6 4 6 8 7 10 4 4 11 8 4 6 10 split_gain=27.3917 11.325 7.62086 4.868 4.37958 4.33436 4.89247 4.11322 4.01736 4.41063 4.17209 3.72373 3.69595 3.42348 3.20191 3.1507 3.14296 5.55341 3.08031 4.34708 3.07879 3.49314 3.20468 3.09869 4.34042 3.07605 3.96433 4.84779 3.16438 3.05694 threshold=2.597895741462708 0.43509620428085333 0.28870338201522833 1.0000000180025095e-35 0.24846091866493228 0.28675146400928503 -2.4665936231613155 3.0531061291837633 4.2186248773804307 5.065364122390748 4.1246304637071782 0.49705748260021215 1.0000000180025095e-35 1.0000000180025095e-35 0.28675146400928503 0.010832947275972062 0.13908997178077701 0.10088877379894258 3.4051711981388286 0.18103124201297763 0.35416666666666669 0.09573759883642198 0.29028509265057073 10.062104540913294 11.419851762056991 5.340548276901246 0.23611111111111113 9.3153393974525684 0.40852172672748571 0.18551583916231176 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 -3 6 -1 -2 9 10 -9 12 -4 20 15 -15 17 -17 -8 -20 23 -22 -23 -10 -25 -14 -27 28 -28 -12 right_child=2 3 11 -5 -6 -7 18 8 13 -11 29 -13 25 14 -16 16 -18 -19 19 -21 21 22 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.0085577718247975935 -0.00056837684965866048 -0.0024076262966135327 0.0018239469550914498 0.0022747194827841661 -8.6839326386138453e-05 -0.0015019074769924991 -0.0046167504678128824 0.0035250113051505183 -0.0016472950516195621 0.042397127371484954 0.017762945270191132 0.0062394183725576566 0.0042690698630866589 0.00067966651391826232 -0.020717067056902037 0.061310643359900205 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1192 25 4332 4402 1578 4324 8 39 23 315 216 319 90 9 internal_value=2.46176e-11 -0.00124081 0.00188233 -0.000333119 -0.000733011 -0.00300596 -0.00420649 0.000479888 0.00233471 0.00640608 0.00574 0.00304857 0.00258983 0.00104295 0.00637205 0.00755639 0.0123479 -0.0280392 -0.0033642 -0.00116532 -6.48747e-05 0.00322195 0.00592996 -0.002016 -0.0299133 0.00475951 0.0155681 0.00804776 -0.00580673 0.0161671 internal_weight=10555 6361.55 4193.47 4201.17 3642.61 2160.38 1201.41 1903.93 687.484 165.587 162.578 2289.54 2001.75 521.897 89.8212 86.0587 50.719 1.67686 1006.56 365.29 432.076 160.948 117.016 271.128 3.53666 522.254 22.6688 16.6765 9.6192 28.4849 internal_count=313700 166398 147302 108612 94657 57786 33855 58457 21530 4581 4394 88845 75493 16949 2334 2223 1223 31 24967 8734 14615 5910 4332 8705 62 18003 940 625 306 523 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 0 11 7 4 4 11 10 10 11 11 7 4 6 11 7 4 7 6 0 0 6 6 10 6 4 split_gain=26.9426 11.7782 7.09036 5.14817 4.29159 4.28964 4.57716 3.80089 3.502 6.10514 3.30548 3.52204 3.17426 3.17391 3.1091 3.2302 3.02787 3.74381 3.46607 3.82933 2.96438 2.89033 2.96111 3.53052 2.83892 3.13531 3.52828 4.07929 2.81962 5.30679 threshold=2.7211050987243657 0.43509620428085333 0.28870338201522833 0.3665823638439179 1.0000000180025095e-35 0.28675146400928503 -2.3216673135757442 0.2006943076848984 3.3690377498030597 4.2186248773804307 4.065258502960206 0.18551583916231176 6.9515980236634092e-05 2.6745482683181767 4.3299207687377939 0.13843659311532977 2.5289968048817539 0.18103124201297763 0.28418160974979406 0.16731407493352893 8.84382688345117 0.13430631160736087 0.30967901647090917 0.19100366532802585 0.3137232661247254 0.20169251412153247 0.1339482665061951 0.00046226634142776396 0.095672294497489943 12.624038001717301 decision_type=2 2 2 2 2 2 2 2 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 8 4 28 6 21 -5 12 10 -10 -12 -2 -9 -4 -16 -8 18 -18 20 -20 22 -1 -24 -6 26 -26 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97.016444167529698 472.18592784452812 15.169553966436066 0.62978666415438134 1148.6859485878492 1.7716524980496604 235.84912840799916 163.40442721591444 169.70688291593979 205.26788616408885 11.512319256318735 4.0900062890868858 2.0570142659125841 166.21522491409269 2.1158273410983375 12.815067681658546 56.516071702862973 108.90863395429187 2.162019365001469 33.29055201614392 2616.5122986154438 33.283121360407677 leaf_count=1994 258 21522 64017 10605 11809 23931 14767 1048 2423 15487 447 11 35229 29 12071 7519 4289 4799 277 67 47 6863 37 715 1801 3123 27 891 66813 784 internal_value=1.2039e-11 -0.00115388 0.00199389 -0.000283673 -0.000640632 -0.00297854 -0.00417569 0.00258784 0.000574998 0.00246643 0.00873635 0.0214613 -0.000382031 0.00970293 0.00315797 0.00554336 -0.00330128 -0.00126192 -0.0043281 0.00832092 0.000651222 -0.00810993 -0.0143173 -0.00305788 0.00161979 0.00457002 0.000491455 -0.00692754 -0.00106563 -0.0026643 internal_weight=10539.5 6676.06 3863.48 4520.28 4020.5 2155.78 1197.47 499.789 1741.17 585.002 112.816 15.7993 1156.17 59.5243 2122.3 399.254 979.722 392.634 187.366 17.6593 13.5693 217.749 51.5333 14.9309 636.295 200.877 91.9686 35.4526 3384.2 767.688 internal_count=313700 176238 137462 118452 106770 57786 33855 11682 53855 18368 2881 458 35487 1077 83607 19590 24246 9479 4680 391 324 9609 2746 752 17651 5842 2719 918 89119 22306 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 11 6 0 8 4 4 7 4 6 0 4 7 6 7 0 11 11 10 6 0 10 6 11 11 10 split_gain=26.5761 13.4133 7.71465 5.93114 5.29738 4.88062 3.49715 3.5925 3.49602 4.41785 3.52815 3.87417 4.41572 4.77863 3.9378 4.75146 3.38346 3.34872 4.43469 4.2633 4.60351 3.67102 3.63202 4.09139 5.68323 4.06338 3.58094 3.76722 3.71299 3.42467 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 0.25718426704406744 0.28996926546096807 -3.2703051567077632 0.040838092565536506 0.37437555193901068 0.23611111111111113 3.620247068523311 3.7042008280232781 0.21489399671554568 4.4125566515740626 0.31928953528404241 0.22170805186033252 5.5858978490996813 0.068092878907918944 0.32660005986690527 0.053649526089429862 0.40531307458877569 3.7481241226196294 3.7104678153991704 0.10782899131277014 0.5090903937816621 0.41566370427608496 0.15882869304050121 0.044553544372320182 5.5944023132324228 3.6731545925140385 0.0089440844882255916 decision_type=2 2 2 2 2 2 2 2 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 8 5 -1 -3 -8 16 -10 -11 -12 13 -13 -14 -16 -2 18 26 20 29 -20 -21 24 25 -24 28 -28 -4 -19 right_child=1 6 17 -5 -6 -7 7 -9 9 10 11 12 14 -15 15 -17 -18 19 21 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.010569181993257513 -0.010548885030076671 -0.0003721955652689178 0.04026775482604765 0.00045142888301972849 -0.0010367202056309342 -0.0032983406354211908 0.0033143761409566881 0.0076421668731404763 0.0067393419304315151 -0.015030192610228166 -0.0017110773896643918 0.041480362642448303 -0.0048630008410236458 0.0089913453749594658 -0.011791466079826948 0.025014510472554125 -0.0023511956647282563 0.014855601009810327 -0.003054003156841489 0.022704249466592628 0.0017936059876331662 0.0016260154644322043 -0.023249987270226407 0.027397409086526252 -0.047507414430101612 0.052637342609771751 0.022517672446173937 -0.047764869257977884 -0.019150466858273686 0.0049388000982711596 leaf_weight=88.127243273280328 47.27104996763228 189.25767030292627 1.1885254731171269 3135.2056197796828 1169.917260114622 1453.6591306157598 1104.7405081539273 204.59617502005131 80.866215997055406 15.366247471887617 333.81620276186732 5.5523086832836297 32.097692246257793 15.308191498974336 4.5401621127384706 10.3594281511032 1093.8242059246004 43.814160814596107 195.19995238306728 18.762154059775643 476.18849208453685 663.8711863224878 1.2580760270357116 2.8796130197588354 2.6912637371569872 1.2822562525980172 18.078421471829646 0.71347511629573901 4.6483701554243453 110.09575217300153 leaf_count=5938 1660 6501 56 95634 28112 36032 33622 6373 1895 306 8565 56 923 219 155 284 28130 1221 7053 958 18414 26343 10 176 60 36 1033 14 226 3695 internal_value=1.49565e-13 0.000888078 0.00028256 -0.000313104 -0.0025589 -0.00371394 0.00343965 0.00399063 -0.00177556 0.000321958 -0.000922406 -0.000382705 0.00615202 0.0176387 0.00105346 0.0137991 -0.00269079 0.00212839 0.00092245 0.00375052 0.00325143 0.000562612 0.0154526 -0.00132123 -0.0171287 0.0150548 0.0134739 0.0198492 -0.00705156 0.00776186 internal_weight=10525.2 7813.47 6314.88 4774.21 2711.7 1541.79 1498.59 1309.34 1639 497.906 417.04 401.674 67.8578 20.8605 46.9973 14.8996 1141.1 1540.67 883.7 656.972 630.098 859.071 26.8734 8.11121 5.2316 2.54033 24.6288 18.7919 5.8369 153.91 internal_count=313700 243618 197122 137827 70082 41970 46496 39995 42193 12403 10508 10202 1637 275 1362 439 29790 59295 34725 24570 23330 33396 1240 282 106 46 1329 1047 282 4916 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=11 11 1 0 4 4 6 0 1 6 11 11 7 4 4 7 6 6 6 4 0 4 6 0 0 5 5 2 6 8 split_gain=26.2598 9.33033 9.03734 5.68295 3.89115 4.37677 3.84875 3.69051 3.37127 3.81247 3.59256 3.22257 3.17194 3.58357 7.44575 3.93539 3.5965 3.14041 4.83278 2.93842 4.94369 4.18618 5.3309 2.86934 2.86659 4.86861 3.90153 3.04274 2.80116 3.95546 threshold=2.2582765817642216 -0.55156993865966786 1.0000000180025095e-35 0.33937859535217291 3.4433221162344596 3.620247068523311 0.36600293219089514 0.45210778713226324 1.0000000180025095e-35 0.45735916495323187 -4.9901404380798331 -3.5419051647186275 0.13894565403461459 6.8726822717968679 6.9050584687726806 0.16449306160211566 -0.046779053285717957 0.39306572079658514 0.43343409895896917 16.35319840055201 0.39967928826808935 13.721631221216962 0.017417468130588535 0.20718543231487277 0.33452899754047399 5.3172284045221554 4.9439540817927217 1.0000000180025095e-35 0.28186519443988806 0.69047619047619058 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 6 7 17 -2 24 9 11 -11 -1 23 16 15 -15 -14 -6 -19 21 28 -16 -23 -7 27 26 -26 -3 29 -21 right_child=2 4 -4 -5 5 12 -8 -9 -10 10 -12 -13 13 14 19 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010778137173430076 -0.00042410510610652594 -0.0022640793593348995 0.0040410046051755615 0.0028626880518453977 0.012292139725018563 -0.010872802707505664 0.0019241382266191628 0.044440533517772461 0.0011885180518532172 -0.027521799730346248 -0.00010477127736386099 -0.0044644593981219621 -0.05316324181657861 -0.0042574210499209215 0.0024657521302920132 0.046504678475234526 -0.00037673043178359665 -0.029820896262390206 0.0059857045997741476 -0.040734378730517808 0.013678884035625541 0.037760066943458584 0.0067329711016515231 -0.00094372173023090549 0.0015762440421907028 -0.031166816651411917 0.050237342745612042 0.013243593746195065 0.0029780832110444084 -0.0018636782209057396 leaf_weight=79.391301988865962 2154.5557852135735 1747.7472750718935 1041.0546602338509 1004.9541450531469 44.251205682026921 26.83642734400928 886.68535740983498 1.5584891606122244 116.50428182417818 4.3872737775382111 219.66402310924605 870.78139109387848 1.1642668554559339 1.849630091106518 372.54627767812053 5.3510726648382843 517.85546774174145 4.4053043969906893 14.755103869887533 6.469693833729254 6.3312395387329152 6.8105400513159138 18.580873896629782 1094.756564729385 235.77832189295441 4.0806866576895109 1.4922915883362282 11.461788325163068 4.0282649563159785 3.7055892683565617 leaf_count=5430 72258 44475 34071 37502 981 585 29409 22 3154 736 5542 22983 17 32 7989 57 12020 65 298 102 99 127 343 29436 5434 85 17 248 109 74 internal_value=2.1449e-12 -0.00145248 0.00154821 0.000906831 -0.000756949 0.00013569 0.000260534 -0.00170647 -0.00367897 -0.00416191 -0.000641639 -0.004992 -0.000102557 0.00117818 0.00321845 0.0334655 -0.000495141 0.00789905 -0.00224684 0.00269799 -0.00836844 0.00326905 0.0150551 -0.0011813 -0.00174242 0.00132351 0.00188229 -0.00216304 -0.0181961 -0.0265786 internal_weight=10509.8 5422.54 5087.25 4046.2 4131.82 2129.7 3041.24 2002.12 1290.73 1174.22 224.051 950.173 2066.29 944.693 425.673 7.2007 519.02 63.4116 19.1604 418.472 20.5348 397.938 25.3914 1121.59 2000.56 241.351 237.271 1759.21 14.2035 10.1753 internal_count=313700 140460 173240 139169 102615 52334 101667 50281 37845 34691 6278 28413 50990 20969 8932 89 12037 1344 363 8843 384 8459 470 30021 50259 5536 5451 44723 285 176 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 11 6 0 8 4 11 11 4 7 4 6 6 0 11 0 6 6 0 6 4 7 0 6 11 4 split_gain=25.8657 12.929 7.59246 5.80236 5.15681 4.72004 5.55616 4.72811 3.48404 3.93391 3.35671 3.30684 3.22379 3.73589 4.93813 3.84464 3.69832 3.29395 3.17708 3.11648 3.07183 4.35216 3.86499 3.01732 6.45848 6.8592 4.80034 3.46369 3.59803 2.96453 threshold=0.86810946464538585 1.0000000180025095e-35 3.5142571926116948 0.25718426704406744 0.28996926546096807 -4.3557312488555899 0.20870899409055713 0.2124743461608887 0.23611111111111113 3.620247068523311 3.1949387788772587 -6.4826273918151847 3.9965377525216632 0.21489399671554568 4.4125566515740626 0.33492927253246313 0.12524849921464923 0.15408809483051303 1.1197132468223574 0.33937859535217291 0.36600293219089514 0.37955629825592047 0.23395810276269915 0.11894121766090394 12.70981844265012 0.17748218774795535 0.30524466931819921 0.11242405697703363 3.3027691841125493 2.5289968048817539 decision_type=2 2 2 2 2 2 2 2 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 8 5 6 -1 11 -2 -10 -3 -8 -11 -14 15 -15 18 -17 -16 20 -4 22 -22 24 -5 26 -26 28 -28 -7 right_child=1 10 19 23 -6 29 7 -9 9 12 -12 -13 13 14 16 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.028265702623225003 -0.0026613261173347434 0.0022902058898496211 0.00013284186345083313 -0.0019283408764725592 -0.0010249058344559833 -0.0045063406952198437 -0.015817922499506261 -0.022234354027667883 0.0063881233211917502 -0.01295291864160095 0.0052309972468057723 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613.04533824206737 leaf_count=1415 29954 26514 26591 23928 28112 23278 364 1151 1902 401 19982 571 8548 64 15 120 1096 75 258 18572 307 12225 633 70539 399 215 1099 28 153 15191 internal_value=1.81939e-11 0.000876896 0.000281718 -0.000302407 -0.00252921 -0.00367094 -0.0135724 -0.00549653 -0.00174879 0.000344834 0.00338531 0.00385219 -0.00083109 -0.00025718 0.00620745 0.0186995 0.000891986 0.00993792 0.0162506 0.00213877 0.0012925 0.00348284 0.0144624 0.000451023 -0.00112758 0.00783751 0.00423063 -0.000550137 0.00109958 -0.00339167 internal_weight=10496.3 7794.02 6299.35 4792.04 2702.24 1536.26 42.1413 27.1944 1641.26 498.212 1494.67 17.4486 417.059 398.206 66.9314 19.9787 46.9527 13.843 10.8499 1507.31 1088.42 376.775 29.9126 3150.78 809.687 66.3908 58.242 44.5235 42.8576 1494.12 internal_count=313700 243618 197122 138794 70082 41970 3501 2086 42433 12479 46496 935 10577 10176 1628 259 1369 195 273 58328 39756 13165 940 96361 25822 1894 1679 1280 1252 38469 is_linear=0 shrinkage=0.03 Tree=200 num_leaves=31 num_cat=0 split_feature=11 11 1 0 1 9 8 0 6 11 6 10 6 4 4 8 4 4 7 10 6 6 11 5 8 7 1 6 6 4 split_gain=25.5087 9.12387 8.3936 5.60845 4.71414 3.96402 3.75178 3.69273 3.62008 3.32418 3.31425 3.29928 3.66284 2.90914 2.85796 3.64684 3.58508 2.80682 2.72199 2.70626 3.24434 2.68942 2.6398 3.61131 2.92213 2.76953 2.59889 2.55756 2.5574 2.54702 threshold=2.2582765817642216 -1.2297213077545164 1.0000000180025095e-35 0.33937859535217291 1.0000000180025095e-35 1.0000000180025095e-35 0.18333333333333338 0.3598031103610993 0.37262986600399023 -5.5399577617645255 0.62301644682884227 0.032991600340353873 -0.070134121924638734 6.1467914858367116 12.70981844265012 0.41428571428571431 12.093747085401045 11.024082194194131 0.032607236877083785 0.013268993951707666 0.13981293141841891 0.21743451058864596 4.857884645462037 5.5350908050609204 0.92857142857142871 0.058641791343688972 1.0000000180025095e-35 0.12094413116574289 0.55369332432746898 15.126169668732652 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 8 5 6 10 26 29 -9 -3 -8 -13 18 16 -16 21 -10 -14 -11 27 -7 23 -4 25 -24 -1 -21 -15 -2 right_child=2 4 22 -5 -6 14 11 9 17 19 -12 12 13 28 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0054537539189875132 -0.00051403795204653163 -0.0025305714761774244 0.0032903896862810258 0.0028523067840576714 0.0014033849411911109 -0.010401654599455405 0.00012238103078842269 -0.038798746536569083 0.0016138656642586179 0.010861504303975028 -0.013655109175583324 -0.037815918437900234 -0.037792707594053905 -0.0041743421658617056 0.039019027297299981 0.006083866665019858 -0.026815638943952936 0.011521422435829742 0.00090399387133883265 0.004645121914230505 -0.0065207427619104526 0.0013716577531663579 0.04783411073452741 0.019404765485345466 0.029232846331509424 0.0066928630792490668 0.00089784578042407289 0.038445291407622144 -0.032859052651773669 0.0076233875878263368 leaf_weight=706.69693975776136 2145.9132995316104 1636.6952662119529 948.71760810002888 1003.6546353533977 680.00895722257337 18.130775625962997 1232.1139971824996 1.7881923656677816 826.29508908400749 24.70355817663949 24.462867053342052 2.6810566320200442 1.6524113893974561 289.19351115557947 3.745337700936946 15.749804002669405 4.225008758949115 26.562288211178384 164.61494805461552 19.747270254069011 36.13519596226979 473.69576148048509 1.504361857078037 12.683772648684679 6.0764155691867918 69.814165175019298 63.159770974234561 2.2437132452614597 2.8246270582894786 35.185579957207665 leaf_count=23648 72190 40510 30414 37502 17590 488 29879 152 27104 543 626 66 34 6896 63 335 86 1179 4786 402 887 11424 115 415 402 2725 1978 24 43 1194 internal_value=1.14489e-11 -0.00143443 0.00152708 0.000908321 -0.000900244 -0.00130504 -0.00168147 -0.00427882 0.000265237 0.00166984 -0.0026944 -0.000687649 -0.00285277 -0.00264823 0.00114407 0.0124113 0.000701262 0.00192244 0.000519415 0.00254351 -0.000991629 0.000937644 0.00393207 0.00350299 0.0092622 0.00756068 -0.00493266 0.00809371 -0.0044518 -0.000382765 internal_weight=10480.7 5404.27 5076.41 4037.61 4549.79 3869.79 3354.24 854.475 3033.96 84.6179 1661.16 1693.08 460.967 458.285 515.547 19.4951 496.052 852.857 166.267 82.8297 58.1262 491.827 1038.8 961.401 77.3949 71.3185 769.857 21.991 292.018 2181.1 internal_count=313700 140460 173240 139169 112826 95236 82840 27634 101667 2008 41136 41704 11825 11759 12396 398 11998 28283 4820 1856 1313 11912 34071 30829 3242 2840 25626 426 6939 73384 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=11 1 11 0 6 1 0 0 11 11 11 2 6 6 0 6 7 8 8 6 4 4 11 6 10 0 10 10 0 10 split_gain=25.1724 12.2284 7.87356 5.66003 4.67382 4.36933 4.04269 3.99915 3.83449 3.79408 3.29821 3.2076 3.15331 3.05675 3.02719 5.36155 3.173 4.60341 3.372 3.05208 3.01271 7.17685 4.05022 3.36274 3.64854 4.30076 3.52861 3.1092 3.82667 3.80916 threshold=0.43509620428085333 1.0000000180025095e-35 3.2250218391418461 0.3665823638439179 0.45476210117340093 1.0000000180025095e-35 0.31036363542079931 0.3526489138603211 3.119949579238892 -1.4128691554069517 5.998493194580079 1.0000000180025095e-35 0.46785375475883489 0.27535377442836767 0.24220400303602221 0.42793913185596472 0.1512950733304024 0.29285714285714287 0.73214285714285732 0.023078305646777156 3.4433221162344596 3.620247068523311 3.3186907768249516 0.44509227573871618 0.025555343145096113 0.29318770766258245 0.0018743933535705362 0.088376586915257974 0.41180542111396795 0.07311146677484627 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 12 10 7 11 9 -3 -1 20 -6 14 -12 15 16 19 -18 -19 -2 23 22 -22 27 25 26 -25 28 -4 -30 right_child=1 8 4 -5 6 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0057696194827625506 -0.0094844308659817883 0.001978357102450905 -0.00070875208295770905 0.0024511280930992574 0.0016370322264678556 0.00096433463823152141 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1.5839159488677967 3.0722758874762794 2.1559087361674747 8.0094462276902032 36.492219892043067 4.538507785589899 0.33716342598199833 leaf_count=21189 2111 27025 25483 12907 7093 5652 8971 5062 21136 25883 692 161 14498 603 77964 1193 11679 2063 56 8999 56 30789 411 31 67 82 152 1476 209 7 internal_value=3.77849e-12 0.000745714 0.000194979 -0.000465019 0.00178006 -0.00290214 0.00470035 -0.00337741 0.00314518 -0.00388563 0.00105669 0.00196667 -0.000830288 0.0134813 -0.00113839 -0.00247906 -0.00199023 -0.000520747 0.00538176 -0.00389079 0.000906995 0.00223732 0.0202137 -0.000385486 -0.0145421 -0.00693081 -0.0155352 -0.000118205 -0.00053507 0.0259557 internal_weight=10468.3 8328.29 6773.59 4782.32 1991.27 2139.98 395.322 1905.73 1554.7 1676.45 1595.95 218.174 4249.98 19 3721.02 1077.04 1022.51 576.651 98.5874 445.857 1576.95 777.098 19.4868 799.852 14.8215 11.7493 9.59336 785.03 748.538 4.87567 internal_count=313700 255914 207753 131470 76283 57786 16225 52134 48161 47072 60058 7254 118563 1295 104065 26101 24908 13798 2119 11110 58763 31256 467 27507 332 265 183 27175 25699 216 is_linear=0 shrinkage=0.03 Tree=202 num_leaves=31 num_cat=0 split_feature=11 1 0 6 11 0 1 9 11 0 6 8 10 0 7 4 11 11 11 4 4 4 11 7 0 0 10 11 6 6 split_gain=24.857 10.2504 6.8456 6.39372 5.99135 5.03744 4.74207 3.84955 3.55248 4.49109 3.5397 3.48778 3.48562 3.45542 3.58196 3.27287 4.71249 3.26062 3.20757 3.20755 5.56739 3.32769 4.9299 3.00823 3.00609 3.74947 2.97941 2.9731 3.89245 6.92682 threshold=1.2767197489738467 1.0000000180025095e-35 0.25867623090744024 0.17562498152256015 -2.3216673135757442 0.42563462257385259 1.0000000180025095e-35 1.0000000180025095e-35 3.3822349309921269 0.26781304180622106 0.50447744131088268 0.2678571428571429 0.013095797008114475 0.33937859535217291 0.21614431589841845 3.5974275744411117 3.8983623981475835 0.7889399826526643 4.2956635951995858 3.9965377525216632 4.3028247347184285 4.4125566515740626 1.8882290124893191 0.2484482824802399 0.39709493517875677 0.45210778713226324 0.093656280605195277 4.0913274288177499 0.64181154966354381 0.60113921761512767 decision_type=2 2 2 2 2 2 2 2 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 11 5 -1 23 10 24 -5 12 -6 27 15 14 -11 -10 -17 -9 19 -3 -21 22 -22 -4 26 -26 -8 -2 29 -29 right_child=1 18 3 8 6 -7 7 17 9 13 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0058064803458616173 -0.0021418531048913352 0.00098795426834499237 -0.0009544608600185636 0.001288606113466292 -0.0025328871253515735 0.011813516007568954 0.00085526233396679126 0.0063241115271610278 0.029387248189530799 0.00069633567881153332 0.0010445055849665459 0.001554183724333752 0.0044321531745401856 0.0053949095690426947 0.014145895378889649 -0.01124169936413134 0.035724189499076686 0.033749191288434434 0.0071720239880675822 0.013712565038210812 0.052021678093088788 0.0035550589609266142 -0.028844657185200701 0.017567390483089491 0.020506002869167605 -0.04349772169925286 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-0.00100771 0.0128377 0.00315794 0.00130718 0.0209924 0.00588777 0.0150591 0.00329671 0.00276536 0.0040827 0.00334788 -0.0186248 -0.000836489 0.000815162 0.0156812 0.000282291 -0.00163532 0.00173348 0.000761876 internal_weight=10453.1 7137.03 5735.08 3782.83 3316.11 1275.99 2957.2 359.504 2506.85 796.927 2597.7 1952.25 45.7665 751.161 411.065 23.23 8.29856 17.975 1401.95 1232.91 708.093 657.892 6.14532 1247 341.529 11.8185 329.711 1568.09 204.959 194.231 internal_count=313700 228798 184522 131720 84902 44381 69868 8540 87339 35333 61328 52802 1745 33588 18344 779 250 369 44276 37524 21553 20096 139 43350 8171 206 7965 42220 5794 5436 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=11 11 1 0 1 6 0 9 6 6 8 10 4 8 6 11 11 6 4 4 11 4 0 4 8 0 7 0 10 7 split_gain=24.2282 8.77858 8.12914 5.52588 4.0239 3.57118 3.27363 2.89168 3.44788 3.37645 3.09472 3.03861 2.81394 3.13345 2.72458 3.05549 2.72034 5.02064 2.62098 3.99248 2.61383 2.67819 2.73818 2.56486 2.53596 2.49256 2.98452 3.73806 6.03 2.52843 threshold=2.2582765817642216 -0.55156993865966786 1.0000000180025095e-35 0.33937859535217291 1.0000000180025095e-35 0.37262986600399023 0.26852519810199743 1.0000000180025095e-35 0.21743451058864596 0.68442630767822277 0.18333333333333338 0.035239829956761344 18.245816133915071 0.53571428571428581 0.67321616411209118 -0.062291610985994332 5.998493194580079 0.57572022080421459 18.245816133915071 16.126773603130491 5.5944023132324228 3.4051711981388286 0.40828531980514532 15.126169668732652 0.58571428571428574 0.31979829072952276 0.13666687905788424 0.32764720916748052 0.031554968492018894 0.12383736670017244 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 7 23 -1 9 -9 10 -3 -12 14 -14 15 24 25 -18 19 -8 21 22 -4 -2 -13 -7 27 28 -27 -30 right_child=2 4 20 -5 -6 16 18 8 -10 -11 11 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0052586091436719442 -0.00053457672285628615 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2.8680815114712459 6.3319021970964959 4.0603771132882676 24.516532899389858 615.99412601944277 6.979088253225199 34.898226022836752 2.0208485023467793 8.8857830370543542 57.001164224653621 30.441112490050728 11.401032145804491 1.8239865239593189 leaf_count=18046 72190 36532 12910 37502 16588 22971 19560 490 10950 175 27720 749 11 78 4 9263 320 228 113 126 1024 19931 206 1194 55 448 2226 1493 523 74 internal_value=1.27109e-11 -0.00140054 0.00149159 0.00088133 -0.000723917 0.000241619 -0.0035696 -0.00112516 0.00105443 -0.00146924 -0.001428 -0.000486009 -0.00276112 -0.0249551 -0.00247065 -0.00256795 0.00189242 0.0205505 -0.0022068 -0.0023801 0.00386337 0.00362841 0.00169649 -0.00040288 -0.0115877 0.00173772 0.00595794 0.000800983 0.0101891 -0.00265275 internal_weight=10438 5383.34 5054.69 4020.27 4103.34 3020.92 1280 3470.29 473.134 2997.16 2992.14 1531.87 392.846 5.07505 387.771 387.192 848.246 6.97505 708.411 702.079 1034.42 1009.91 393.914 2172.67 31.0873 841.271 109.553 52.5519 22.1108 13.225 internal_count=313700 140460 173240 139169 102615 101667 37845 86027 11440 74587 74412 37880 10160 89 10071 10067 28283 548 19799 19686 34071 33047 13116 73384 804 27735 4764 2538 1045 597 is_linear=0 shrinkage=0.03 Tree=204 num_leaves=31 num_cat=0 split_feature=11 1 11 0 6 0 11 0 4 4 6 10 0 11 9 6 10 10 7 0 4 11 6 10 10 4 1 0 11 0 split_gain=23.7153 12.154 7.48464 5.49002 5.01448 4.24598 3.76569 3.55476 3.14837 6.13048 4.01004 3.71697 3.98902 3.45303 3.0959 3.94953 3.15567 3.62598 3.33118 3.07831 4.33887 3.05655 3.88914 3.02452 2.97504 3.26817 2.91322 2.89829 3.19634 2.89326 threshold=0.43509620428085333 1.0000000180025095e-35 3.2250218391418461 0.3665823638439179 0.45476210117340093 0.25018066167831426 3.1949387788772587 0.31036363542079931 3.4433221162344596 3.620247068523311 0.44509227573871618 0.025555343145096113 0.29318770766258245 3.3186907768249516 1.0000000180025095e-35 0.63273683190345775 0.0022211155518232499 0.0010195707045630444 0.22877723723649981 0.29185587167739874 10.062104540913294 -4.9901404380798331 0.18831270933151248 6.9515980236634092e-05 0.091053523258040961 9.7831792783228142 1.0000000180025095e-35 0.23395810276269915 3.7481241226196294 0.31170989573001867 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 14 8 -1 -3 19 10 13 23 12 -12 -10 15 -2 17 -16 -18 27 24 22 -7 -4 -21 -26 -23 -6 -29 -9 right_child=1 6 4 -5 7 21 -8 29 9 -11 11 -13 -14 -15 16 -17 18 -19 -20 20 -22 26 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0047382623002312262 -0.0010620471967001071 0.002021446329845451 0.023204724246160435 0.0024114451987790387 0.0013379657872643457 -0.0020126594371241611 0.0051104164116916647 0.045056071982265675 -0.014062236618584748 0.0019096779885427984 -0.015621865883054451 -0.044356037049427741 0.029585052230818629 0.02377833502816043 0.00090703725479248797 -0.010979626145538546 0.00055918941633141875 -0.019302407280791772 0.0063769459672289039 -0.012671284070172652 0.04290660647197337 -0.0022295755319220525 -0.027193165942466669 -0.00018607018700043812 0.025857793622983093 -0.038802183287496676 0.0018789945262297375 0.018785954804596421 0.0035110845052038569 0.0075210480432292524 leaf_weight=699.50114111651055 3589.0633090666297 996.86552483668311 5.0067739542574818 529.2861863369144 131.91799294019438 12.823513106704924 551.79909858343672 1.8679852278437454 2.4878830407978993 760.22959868490307 10.426024665473959 3.1720343542983747 2.1126772738061836 17.003989216405898 18.22148258512243 36.506618330633501 468.41437571386996 14.230317612411453 109.23537707413197 26.310112884530103 1.5336389538715582 1231.71566014987 9.6931252743815985 788.49268347502755 3.6985678929340784 0.86877260077744711 177.7356194648346 20.862993236311013 30.142651208516327 174.78719856894168 leaf_count=20021 100542 28179 180 12907 3094 718 19982 121 56 31353 186 68 82 411 490 936 13681 334 2580 1060 134 31772 1165 27722 261 9 4110 910 1786 8850 internal_value=9.28869e-12 0.000725303 0.000175073 -0.000469232 0.0017249 -0.00282249 0.00312207 0.0047638 0.000975204 0.00233562 -0.00033564 -0.0153442 -0.00800484 0.0189485 -0.000829199 -0.00116191 0.00114795 -0.00795493 0.00165935 0.00217621 -0.00634515 -0.00188666 -0.0128525 -3.84804e-05 -0.00879141 0.0135586 -0.00171147 0.00368605 0.00975901 0.00791795 internal_weight=10426 8294.54 6745.88 4764.96 1980.92 2131.47 1548.66 391.99 1588.93 779.721 809.21 15.7107 12.5387 19.4919 4235.67 3625.57 610.102 32.4518 577.65 215.335 32.4111 1431.97 22.5166 793.499 30.8775 4.56734 1409.45 182.924 51.0056 176.655 internal_count=313700 255914 207753 131470 76283 57786 48161 16225 60058 31820 28238 336 268 467 118563 101478 17085 824 16261 7254 1464 37765 1883 27902 1330 270 35882 5790 2696 8971 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=31 num_cat=0 split_feature=11 11 0 0 7 1 1 11 6 0 4 4 10 11 10 6 1 6 6 11 7 0 10 0 11 8 11 10 11 6 split_gain=23.4669 10.5169 6.63507 5.53275 4.10733 3.98461 3.86731 3.42412 3.41274 3.19679 3.13227 5.89548 3.29572 3.06148 3.5734 3.06034 2.97371 3.14279 2.965 2.92636 2.84105 3.93704 3.94226 3.20377 2.82264 6.34409 3.05015 3.60281 3.19542 3.19839 threshold=2.7211050987243657 0.17378091812133792 0.28870338201522833 0.3598031103610993 0.2006943076848984 1.0000000180025095e-35 1.0000000180025095e-35 -3.8925398588180538 0.21041350811719897 0.35872694849967962 3.3690377498030597 4.2186248773804307 6.9515980236634092e-05 4.065258502960206 0.18551583916231176 0.19414341449737552 1.0000000180025095e-35 0.37719552218914038 0.22900467365980151 2.7055200338363652 0.1337709575891495 0.39052157104015356 0.013268993951707666 0.42563462257385259 2.6902152299880986 0.23611111111111113 2.1720671653747563 0.0089440844882255916 2.6745482683181767 0.1339482665061951 decision_type=2 2 2 2 2 2 2 2 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 10 6 24 7 8 -1 9 19 12 13 -2 -12 -15 -6 17 -4 -10 -3 23 -22 -23 -9 26 -26 -5 28 -28 -30 right_child=2 3 16 4 15 -7 -8 20 18 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0097107847562751572 0.019501809726093312 -0.001993120842703588 0.0014541321458950885 8.6771545008130802e-05 0.019441804877040628 0.0010382480815043932 0.0014130691488107125 -0.0048853697006173485 0.0038100585919426683 -0.025447560255397506 0.0065051892659385557 0.00081647859576576131 -0.0005472379886791261 0.023846873403615205 -0.049754783633067713 0.0053732423807074936 0.0049605107737382458 0.0043625074294865122 -0.00062333588220618867 -0.017727439732599447 -0.0027167469842109444 0.017199937225887994 -0.00041717441493391842 -0.036191358173009169 0.032051268329944961 -0.019904184818499159 0.00050944489257751966 0.0078004189848326503 0.027325235304760928 -0.046664248329661609 leaf_weight=75.493810792879231 7.4274509375682092 1501.3398432263748 1081.3466817977328 329.06093228328973 18.970580511842854 197.52636241944128 644.38452565989064 486.17332750432615 146.6747987836643 5.2986431435565455 95.533118983541499 467.00003112942431 1134.554353415821 14.828540116082873 0.61843564640730697 52.227986004843842 526.13329958568283 484.09176828577256 1825.6588230899906 10.714269239979329 1052.9381769016691 17.874980709864758 31.715497188270092 2.9599525562953195 2.5369314532726994 12.723646649857981 58.188937055354472 125.42466217647234 0.67038769088685457 2.438261057715863 leaf_count=5750 258 41313 43362 7796 400 4865 17809 13778 3637 125 2423 15487 35229 447 11 1012 19419 20826 46703 367 26272 292 631 79 70 285 1495 3508 12 39 internal_value=1.1116e-11 -0.00108222 0.00187424 -0.000330871 0.00235556 -0.00299066 -0.000722224 -0.00346801 -0.00111651 -0.00218613 0.000493952 0.00229351 -0.000416839 0.00850878 0.0209002 0.00912176 0.0030093 0.00235351 -0.000293642 -0.00210461 -0.00317191 -0.00232769 0.00593295 -0.00507482 0.00144839 -0.0112671 0.00182461 0.00488719 -0.00107373 -0.0307082 internal_weight=10412.5 6601 3811.53 4736.31 602.242 1864.68 4134.07 1667.16 3489.69 1517.35 1719.96 577.98 1141.98 110.98 15.447 71.1986 2091.57 1565.44 1972.33 1512.05 1591.66 1102.53 49.5905 489.133 531.044 15.2606 515.783 186.722 61.2976 3.10865 internal_count=313700 176238 137462 124571 14617 51667 109954 46802 92145 41805 53855 18368 35487 2881 458 1412 83607 64188 50340 41680 41052 27195 923 13857 13205 355 12850 5054 1546 51 is_linear=0 shrinkage=0.03 Tree=206 num_leaves=31 num_cat=0 split_feature=11 0 11 1 11 11 1 6 6 6 7 11 5 0 8 11 10 10 10 6 0 0 11 11 11 4 0 6 7 10 split_gain=23.0875 9.969 5.95278 5.6662 4.14189 4.00499 3.66746 3.68249 3.22679 3.42107 3.94716 3.38314 3.15655 2.98316 2.88236 2.83526 3.67917 3.41455 2.99395 2.80817 4.17628 2.73308 2.70243 3.75788 2.57627 3.32029 2.56352 2.76506 2.67424 2.55604 threshold=1.2767197489738467 0.27847930788993841 -1.9431035518646238 1.0000000180025095e-35 3.2405511140823369 4.4022364616394052 1.0000000180025095e-35 0.50447744131088268 0.20169251412153247 0.21041350811719897 0.08661761507391931 5.998493194580079 4.9439540817927217 0.45210778713226324 0.2678571428571429 0.94407302141189586 0.047080028544337356 0.039482332353758316 0.11723486977552967 0.19603241235017779 0.42563462257385259 0.44009289145469671 4.2635042667388925 4.3299207687377939 2.341474294662476 11.582341130102341 0.45210778713226324 0.16643700003623965 0.12838032096624377 0.01507540568290189 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 5 -2 19 7 14 -5 10 -10 13 -8 -11 -4 -16 17 -17 -18 20 -3 29 -15 -24 -12 -26 -22 -28 -29 -9 right_child=1 3 6 8 -6 -7 12 21 9 11 24 -13 -14 22 15 16 18 -19 -20 -21 26 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.0050681749233837531 -0.0011063483287615413 -0.00058524782758289642 -0.0030674791170134572 0.0017806166583153159 0.0012636921819941681 0.0047519615422425927 0.0010056781454942775 0.0052594436473822996 0.047275358009237337 0.0044719211024052824 0.02910920649069812 0.031094601814451579 0.024405778358651216 0.035591062413207621 -0.0016657804771635029 0.0043786380791703923 -0.012959309241574419 0.025783454657831845 0.0081530128097300585 0.0016988452567698084 0.01569139152974924 0.032624638518788669 -0.059793556613014227 0.039387768467442734 0.011505182318556611 -0.029215802624539881 0.0051758181964018917 0.0022288535469648942 -0.074103482545445798 -0.0010218794894383087 leaf_weight=505.71347259006507 2049.4677997201015 1016.5973475774886 1514.7329608139025 374.48209741516621 981.4305821300145 277.63031719881656 340.20401134066196 88.512688653223449 3.338032149506037 551.19106554906466 5.2193185076757826 4.4073085440904824 5.2685767128132275 4.9326353806536636 541.85995570157684 95.752313433302334 19.347137441509407 7.2126156081212676 8.7926157853507885 1788.4779186455453 22.890415369800397 2.5024520454462609 0.71262818574905373 0.66432871727738529 9.4813629050913715 2.2250171207124358 5.8841833792394018 0.77117083477787651 0.88955397857353091 170.84476490190718 leaf_count=18807 55094 34755 36179 12507 30067 14615 8166 1731 148 18937 162 274 79 106 12803 2194 497 114 237 60779 702 47 1 21 312 54 225 26 13 4048 internal_value=-2.00169e-11 0.000963649 -0.00207304 0.0019337 -0.000338909 0.00131318 -0.00153112 -0.00193923 0.00395301 0.00535041 0.0174606 0.00491369 0.00136254 0.00470671 -0.00234166 -0.000707954 0.00325077 0.00587803 -0.0063625 0.000976481 -0.000257417 0.00142285 0.0252177 -0.0119424 0.0115806 0.0037654 0.0106928 -0.00447252 -0.038658 0.00112179 internal_weight=10401.4 7100.69 3300.74 4069.79 3030.9 3113.14 2795.03 2449.56 956.654 582.172 20.2637 561.908 345.473 557.501 2187.7 672.965 131.105 102.965 28.1398 2835.51 1047.03 261.86 6.30959 1.37696 16.9257 11.7064 30.4353 7.54491 1.66072 259.357 internal_count=313700 228798 84902 143637 85161 111115 66095 57850 32522 20015 676 19339 8245 19065 52024 15845 3042 2308 734 96500 35721 5826 128 22 528 366 966 264 39 5779 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=11 11 0 1 4 0 0 11 4 11 6 1 4 4 1 11 10 6 6 7 10 10 8 6 0 0 11 6 0 0 split_gain=22.9964 9.74635 6.68308 5.42935 3.61618 3.60357 3.52847 3.66481 3.45358 3.8079 3.434 3.50284 3.29001 3.27252 3.07207 3.92752 2.99155 3.21297 3.0591 3.3877 2.87235 2.9364 3.11312 2.85908 2.93967 3.13152 3.62322 2.83884 3.1827 2.83489 threshold=2.597895741462708 -0.19276428222656247 0.28870338201522833 1.0000000180025095e-35 3.0531061291837633 0.38184265792369848 0.3526489138603211 -2.8060469627380367 4.2186248773804307 5.065364122390748 0.49705748260021215 1.0000000180025095e-35 11.322927770719508 4.1246304637071782 1.0000000180025095e-35 2.6745482683181767 6.9515980236634092e-05 0.017417468130588535 0.50447744131088268 0.30442918837070471 0.013268993951707666 0.011598010538824257 0.29285714285714287 0.59460201859474193 0.44009289145469671 0.35764616727828985 -1.4128691554069517 0.64181154966354381 0.11517783254384996 0.3665823638439179 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 5 16 -3 7 27 9 13 11 -4 -10 -6 -15 -16 17 -2 19 -18 21 22 23 24 25 26 -8 -1 -29 -23 right_child=2 3 10 -5 8 -7 20 -9 12 -11 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0082318313311367606 0.058394282381606474 -0.0011452527997234583 0.001651172729795313 0.0018569167874314214 0.0033956776140950818 0.0026139503905913434 -0.014359901608244893 -0.0031203158558168495 0.00014791348859319125 0.040113346816057688 0.0059459088636283483 0.0045414959243861124 0.0079850684899305888 0.019671509784909554 -0.06326796353861483 0.0057621300062041412 -0.0014042357377629876 0.008749936838561987 0.0031129087874196032 0.026962646130530683 -0.0020350831025257895 -0.0090433064236105382 -0.0050282256407155126 0.038882209395195128 0.053535222879521539 0.00074768715612426957 0.039836713434981838 0.048259945964094539 -0.0016613071113654903 0.038249579928715076 leaf_weight=185.17682641606916 1.4452933790162195 3723.4435252141066 1454.2754683203007 758.28649454248989 131.53099817629845 244.57510841242038 1.5158549882180521 1161.5072275274142 460.30735664309213 2.890751408354844 281.18495820157113 509.61240008555978 53.847900841734372 22.289706687675793 0.88566362299024959 4.566573603078723 1022.9334869107183 6.2345657683908939 164.02803353900163 3.8030883064529908 124.30361745410482 1.5432777888490807 22.452990999183385 2.7030795877799383 1.1685683522373427 26.38028507027775 4.148315974045544 1.6715221912600089 3.6795773359917803 4.3734499246347696 leaf_count=10145 28 96198 57490 20630 3871 5380 61 29549 15181 187 13352 18003 1768 450 3 70 32054 247 4428 170 2764 45 595 31 6 579 46 14 293 62 internal_value=-3.04453e-11 -0.00114452 0.001741 -0.000469056 0.000418754 -0.000913548 -0.0032167 -0.0037529 0.00217266 0.00598991 0.00284515 0.00240119 0.000968705 0.00537058 0.0147341 -0.00545115 -0.000571028 0.0180926 -0.0006914 -0.00129916 0.000627461 0.00577578 0.00373442 0.00921239 0.00679768 0.0050933 0.0253325 -0.00760933 0.0139326 0.025914 internal_weight=10386.8 6266.93 4119.84 4726.31 1874.76 3968.02 1540.62 1352.04 676.319 162.164 2245.07 1963.89 514.155 159.273 27.7419 5.45224 1198.44 7.67986 1190.76 1026.74 188.589 64.2858 58.3691 35.9161 33.213 32.0445 5.66417 190.528 5.3511 5.91673 internal_count=313700 166398 147302 122208 58457 101578 44190 40001 21530 4581 88845 75493 16949 4394 523 73 36927 275 36652 32224 4189 1425 1318 723 692 686 107 10452 307 107 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=31 num_cat=0 split_feature=11 11 1 1 0 6 0 0 11 6 10 10 0 0 6 6 0 0 0 7 8 4 4 6 0 11 10 4 7 0 split_gain=22.7374 9.65902 6.46336 5.18181 4.33433 3.35993 3.2889 3.02411 3.38718 2.72378 3.12771 3.83276 2.82559 4.95359 3.63895 3.56311 3.46158 7.22379 2.71555 3.47362 2.71155 5.11612 4.54332 3.40115 3.67217 3.60088 3.37187 3.18369 3.0367 3.82553 threshold=2.597895741462708 -0.33340509235858912 1.0000000180025095e-35 1.0000000180025095e-35 0.28740626573562628 0.49705748260021215 0.38184265792369848 0.28675146400928503 -3.2703051567077632 0.26070772111415869 0.0058552461016381238 0.01552522216361041 0.16725500673055652 0.14936596900224688 0.011635392438620331 0.18103124201297763 0.13339662551879886 0.12791460752487185 0.28423905372619634 0.23544271290302279 0.18333333333333338 4.2186248773804307 4.0453262590044119 0.51257953047752391 0.27592498064041143 3.8110874891281132 6.9515980236634092e-05 6.7948908804122405 0.24242554605007174 0.2643390446901322 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 6 18 -6 -3 8 9 12 -11 -12 13 16 -14 -15 17 -1 20 -20 23 22 -22 25 -25 27 -27 28 -2 -30 right_child=2 3 -4 -5 5 -7 -8 -9 -10 10 11 -13 14 15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.024673493768918208 -0.0034055215063638474 -0.0011467888396863317 0.0040405150935981897 0.0017511968833687857 0.0016351318478552662 0.0055197224890852527 0.0024054227155276015 -0.0017660067417925032 -0.0038788826138914886 0.0098432925003776681 -0.026903401869689657 -0.0019119670689079775 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leaf_count=356 15697 98363 29266 20921 58322 10867 5476 16863 18983 502 750 1510 665 91 1701 63 116 38 2149 68 3122 13070 470 3576 162 59 8660 7 1711 96 internal_value=-1.45491e-11 -0.00113876 0.00173225 -0.000500513 0.00111979 0.00216435 -0.000928468 -0.00331482 -0.00455278 -0.0102867 -0.0040946 -0.00968775 -0.0150583 -0.00426064 -0.0200843 0.0219406 -0.0156927 -0.00540276 -2.86286e-05 -0.006618 0.000210828 0.00196999 0.00721079 -0.000717342 0.00363906 -0.00143551 0.00139785 -0.0027973 -0.00271038 0.0042307 internal_weight=10373.8 6259.14 4114.68 4839.65 3251.85 1702.93 4066.73 1419.5 788.916 82.9683 36.109 25.7684 46.8594 14.8838 31.9755 4.52134 10.3625 7.66348 1548.92 54.3138 1494.61 516.219 126.547 978.389 138.465 839.924 272.648 567.276 566.429 51.5631 internal_count=313700 166398 147302 124760 118036 69189 103839 41638 24775 5792 2762 2260 3030 664 2366 154 510 394 48847 2217 46630 16662 3592 29968 3738 26230 8719 17511 17504 1807 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=0 split_feature=11 1 0 6 11 0 11 0 0 1 8 11 0 11 0 0 10 5 5 7 6 11 11 0 0 10 0 8 4 4 split_gain=22.3602 9.65642 6.31615 6.00251 5.60343 4.21298 3.73671 3.69766 3.56636 3.33847 3.32387 3.3197 2.90452 2.89461 4.95107 2.71758 3.9659 2.70643 3.13869 2.67933 2.65039 3.06255 4.49598 5.01208 4.40603 3.96907 3.27583 3.07099 2.75334 2.64881 threshold=1.2767197489738467 1.0000000180025095e-35 0.25867623090744024 0.17562498152256015 -1.9431035518646238 0.42563462257385259 4.0180888175964364 0.24846091866493228 0.12162990495562555 1.0000000180025095e-35 0.2678571428571429 3.119949579238892 0.45210778713226324 5.340548276901246 0.15876720100641253 0.14410997182130816 0.015731455527800978 4.9439540817927217 4.4029920666195652 0.2484482824802399 0.48556268215179449 3.1648631095886235 3.0902593135833745 0.37300667166709905 0.28423905372619634 0.23076857487656713 0.28548619151115423 0.23611111111111113 4.6602991297513636 4.4774095059606882 decision_type=2 2 2 2 2 2 2 2 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 10 5 -1 19 20 8 -6 -9 13 -3 -13 -2 15 16 -15 18 -11 -4 -5 22 25 27 28 -22 -26 -24 -23 -12 right_child=1 11 3 6 7 -7 -8 9 -10 17 29 12 -14 14 -16 -17 -18 -19 -20 -21 21 24 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0049631253251393899 -0.0017895337763897193 0.0019451228337089674 -0.00093603980141791971 0.0010003181486647854 0.0037199120865980956 0.01079455882379768 0.0047668125108043082 -0.0013084180632723299 -0.003734177268652562 0.0021509540786512388 0.0054391497938431378 0.004751320289248781 0.031824425157410019 -0.011616755787449758 0.014491247110022427 -0.033089806701779953 0.054431654673622591 0.023667154534530655 -0.030507057526833321 0.016727567271936094 0.0024726926553810323 0.037309323831663986 -0.021003492521475913 -0.041126787514485286 -0.042413070361734029 0.038557633969856044 0.0066388904810187055 0.015249971800545357 0.0025659148345767518 -7.4593650318833624e-05 leaf_weight=501.67442718418715 1525.2167892278262 804.95323868565356 1228.2922580553129 1741.1969580088189 62.397057196918468 28.737039930550964 368.30524883859835 1665.8488918053263 778.46916130204045 270.74387762508559 110.42818557773717 579.22061911709534 3.5885783912963225 4.1084527159109729 23.341114554771593 3.3864298430271447 1.0216636369004843 5.2059076540172091 2.6747398520819834 7.7776886891713266 243.43829780441592 6.9428636724769586 3.957809141604228 4.4350584800122297 1.2399544063373458 2.7746060371864578 103.86391240681041 4.4870114153600298 2.9146475693996763 270.49236501489213 leaf_count=18807 41199 23140 42876 55600 1296 1031 18778 39641 18428 6581 2735 21021 115 104 780 79 58 77 72 474 7434 328 123 94 27 99 4455 237 164 7847 internal_value=-8.16178e-12 0.000949993 0.00040243 0.00112136 -0.00204452 -0.000560896 0.00197809 -0.00151884 -0.00318104 -0.000800041 -0.000988083 0.00319363 0.00491802 -0.00160259 0.00734735 -0.0122318 0.0015368 0.00223946 0.00183147 -0.000824896 0.00149251 0.00378366 0.00197547 -0.015303 0.00785884 0.00287934 0.0060602 -0.00174083 0.0270365 0.00152383 internal_weight=10361.1 7074.12 5686.36 3748.36 3287.01 1264.81 2483.56 2785.34 840.866 1944.47 1938 1387.76 582.809 1557.07 31.8577 8.51655 5.13012 278.625 273.419 1236.07 2115.25 374.054 259.093 12.8799 114.961 246.213 105.104 8.44482 9.85751 380.921 internal_count=313700 228798 184522 131720 84902 44381 87339 66095 19724 46371 52802 44276 21136 42220 1021 241 162 6730 6653 43350 68561 12961 7987 454 4974 7533 4482 360 492 10582 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=11 11 0 1 9 0 11 1 6 0 0 9 6 6 6 4 1 10 8 6 11 0 0 6 11 11 0 9 11 10 split_gain=22.1573 9.41695 6.2055 5.02651 3.27821 3.83375 3.15293 3.14162 3.09907 2.93113 3.18115 2.82107 2.74454 3.72134 4.95324 2.95896 3.32733 3.32186 3.4645 2.99451 3.44135 2.94844 3.54246 3.84762 3.00988 4.17421 2.84183 3.35194 2.84171 2.72608 threshold=2.597895741462708 -0.33340509235858912 0.29318770766258245 1.0000000180025095e-35 1.0000000180025095e-35 0.24846091866493228 -6.4826273918151847 1.0000000180025095e-35 0.49705748260021215 0.38184265792369848 0.38868230581283575 1.0000000180025095e-35 0.45735916495323187 0.42001099884510046 0.41113716363906866 2.555843120094428 1.0000000180025095e-35 0.017804475857736261 0.58571428571428574 0.28346157073974615 -3.2703051567077632 0.17844460159540179 0.20299675315618518 0.19013285636901858 -2.4665936231613155 -5.5399577617645255 0.41180542111396795 1.0000000180025095e-35 -1.616288900375366 0.0019556909201123855 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -2 4 5 -3 -1 8 -4 -6 -11 -5 13 14 15 16 19 21 -19 20 -8 24 23 -23 25 -17 -14 -28 29 -16 right_child=2 3 7 11 9 -7 12 -9 -10 10 -12 -13 26 -15 28 17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.018890647016817471 0.00049563681429694501 -0.0027502061858258593 0.0016344291718891932 0.0012676060269754099 0.0004414039468028303 -0.00059724622748806512 -0.016688445659572764 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9.2549371640197915 5.9054748993366974 3.2779533916618666 4.2220893322955817 9.3852266310714167 5.1173394240904599 leaf_count=1246 62265 25932 54744 19717 13162 63402 2254 19834 10459 287 1056 1204 6574 1804 30 21 1000 6131 553 3974 9058 142 8011 74 115 128 29 104 174 216 internal_value=-8.70293e-12 -0.001125 0.001713 -0.000494792 -0.000916686 -0.00126427 -0.00327815 0.00283143 0.00216407 0.00117407 0.00739549 0.00172444 -0.00314963 -0.0037576 -0.00333725 -0.00357922 -0.00520742 -0.00206062 -0.0046944 -0.00585042 -0.00724879 -2.36982e-05 -0.000737964 -0.0204395 0.0117988 -0.000925588 -0.000253085 0.0179267 0.0135259 -0.00247023 internal_weight=10347.9 6245.91 4101.94 4831.72 4059.9 3481.16 1414.2 2137.84 1599.29 578.736 60.9744 771.82 1402.65 1159.31 1092.49 1077.04 519.765 557.275 243.032 484.963 358.734 314.243 296.34 7.99232 17.9036 8.64871 243.335 7.50004 15.455 6.06975 internal_count=313700 166398 147302 124760 103839 89334 41638 85037 65203 14505 1343 20921 40392 33685 31881 31461 16286 15175 6684 15286 11312 8491 8227 216 264 149 6707 133 420 246 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=31 num_cat=0 split_feature=11 0 11 11 6 1 6 1 6 0 11 7 5 8 6 6 11 11 11 4 11 2 6 0 6 0 7 0 6 4 split_gain=21.8336 9.0281 5.81617 5.06842 4.97376 3.95988 3.86175 3.85976 3.59323 3.29146 3.09222 2.92482 2.90927 4.41564 2.86814 5.83611 3.38251 4.23898 5.90988 3.67819 3.26779 3.07815 3.02788 9.66573 4.42942 4.62151 4.4114 3.73347 3.40925 4.51388 threshold=1.4207190871238711 0.28870338201522833 -1.9431035518646238 4.3299207687377939 0.19988760352134707 1.0000000180025095e-35 0.50447744131088268 1.0000000180025095e-35 0.21743451058864596 0.40828531980514532 3.2405511140823369 0.13843659311532977 7.0064520964277923 0.18333333333333338 0.34966887533664709 0.39784461259841924 3.7481241226196294 4.065258502960206 3.9444833993911748 4.4751000330325406 3.3665746450424199 1.0000000180025095e-35 0.24675004184246066 0.25018066167831426 0.2432413846254349 0.20905135571956637 0.21489399671554568 0.26296238601207739 0.33926582336425787 6.8114466565661065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 -1 4 9 6 -4 12 -9 -3 -2 -5 -6 -14 22 16 20 18 -18 -19 -16 -17 24 -24 25 -12 27 28 -25 -30 right_child=1 3 5 11 7 -7 -8 8 -10 -11 14 -13 13 -15 15 21 17 19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31 leaf_value=-0.0049199760989188943 -0.00079765301910570882 -0.00032872427881161693 -0.0022308780682673748 0.0074330967002216083 0.0017171494491778989 0.0014164893373091853 0.0014844579176794004 0.014316852897154449 0.0042309144784763155 0.0059410095531868407 0.0075609409376113015 0.0021458392066770826 -0.010453290655012012 0.027027632701680935 0.0016689176556723038 0.00070617641413534492 0.0081652469066334915 0.0070581905995824737 -0.024365327646470491 0.035381919571999119 0.020457426825049398 0.040629140789739698 -0.0081647582072319532 0.016517879977707334 0.028794760186008187 -0.00028791551833947401 0.034146783206310038 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0.00116086 0.00324151 0.00920955 0.00476327 -0.00652535 0.010127 0.0156297 0.000956844 2.09326e-05 -0.00290643 0.00134489 0.00104493 0.00464877 0.00315094 0.0121547 -0.0130347 internal_weight=10335.5 6805.25 3530.27 3540.45 3150.89 3032.51 2646.27 1972.09 451.987 1178.8 3264.8 389.556 1520.11 13.4395 1088.35 385.223 106.644 63.0081 20.2949 42.7131 43.6361 278.578 703.126 218.969 484.157 478.923 89.8591 85.5168 27.9175 4.12183 internal_count=313700 222555 91145 126624 107034 72338 63034 67019 14937 40015 95931 19590 52082 430 35221 11504 2897 1742 537 1205 1155 8607 23717 7432 16285 16102 3503 3347 911 88 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=11 11 0 6 1 4 8 6 6 6 9 11 7 11 10 0 0 11 6 0 10 10 6 7 0 6 10 0 6 6 split_gain=21.6829 9.0047 6.21471 6.33155 4.90191 4.3769 4.05427 3.49378 6.22342 5.80536 4.68977 4.33809 5.34228 4.6127 5.386 4.08176 4.05724 4.16618 4.07996 4.99428 5.18459 4.45145 3.83561 5.20773 4.99639 3.70432 3.70326 3.69922 5.07814 4.62735 threshold=2.597895741462708 -0.33340509235858912 0.25407753884792333 0.17772490531206134 1.0000000180025095e-35 18.245816133915071 0.58571428571428574 0.36600293219089514 0.39784461259841924 0.3908649235963822 1.0000000180025095e-35 3.63657557964325 0.18090522289276126 3.5840849876403813 0.030017085619384435 0.19371061772108081 0.1818993538618088 5.998493194580079 0.47851534187793737 0.20718543231487277 0.0011021772663997178 0.038353835993356185 0.41113716363906866 0.22481679171323779 0.14410997182130816 0.37955629825592047 0.017593536243363243 0.16306325793266299 0.48880545794963842 0.61618208885192882 decision_type=2 2 2 2 2 2 2 2 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 6 5 -3 -4 7 -2 9 25 11 13 15 14 26 -13 22 18 -18 20 -20 -21 -14 24 -24 -9 -10 28 -26 -30 right_child=2 4 3 -5 -6 -7 -8 8 10 -11 -12 12 16 -15 -16 -17 17 -19 19 21 -22 -23 23 -25 27 -27 -28 -29 29 -31 leaf_value=-0.0032249390253373338 -0.0016893444624105905 -0.00091518174477776435 0.00011997249331640172 0.0034030124427637414 0.0016942176160652193 0.014159269545010584 0.0094299076511692847 0.012806744773554462 -0.0052940631973049414 0.027238526206504392 0.0057031784445049387 0.049222985909229772 0.034016626637542152 -0.036741641785222323 -0.020543723550053291 0.010504541654812781 -0.022090471229778759 0.050709645804764392 0.049402750054266559 0.026340118656133928 -0.021508634722077688 -0.018455535434986386 0.03796897018757641 -0.0051376481091533303 0.05590288995780239 -0.0021964306271094721 0.010447792105857877 0.021805210143646298 -0.029925265937604396 0.033748993855194462 leaf_weight=1407.8597287090743 740.26977682724191 4051.6532175549346 929.03100367677416 1975.354023052525 771.26706373185152 20.425031938997563 38.403803216824599 30.980331588245463 71.267140125652077 13.795630648965014 91.547449410711124 2.9600783996284035 3.6009631566703311 4.3887517277616999 17.511887285043485 14.234581567230633 15.364604770729782 1.0359935555607069 1.0177558616269404 7.128466349153312 10.51652463711798 2.7732294755987823 5.6944202808663276 33.709556464396883 0.94804146001115253 28.377739167306572 16.578499565519451 6.2692960537970066 5.5732308172155172 1.2592731143813578 leaf_count=41638 21467 103839 35801 77776 20921 829 1507 861 1766 333 2832 28 65 112 536 321 319 59 4 201 190 65 92 757 15 644 482 127 78 35 internal_value=-5.66703e-12 -0.00111408 0.0016972 0.00243531 -0.000497894 0.000421991 -0.000155551 -0.000482244 0.00182954 0.00970833 -9.64728e-06 -0.00236726 0.00178397 -0.006607 -0.00535171 0.01717 -0.00100402 -0.00862154 -0.0102918 -0.0018349 -0.0152516 0.0137939 0.00404763 0.00202874 0.014264 0.00563407 -0.00232321 0.00465631 -0.00916169 -0.0181897 internal_weight=10320.8 6230.78 4090.02 2924.81 4822.92 949.456 1165.21 1126.8 386.533 73.1537 313.38 221.832 112.086 109.746 105.358 17.1947 94.8914 37.8366 36.8006 21.436 11.5343 9.9017 57.0548 53.4538 19.7443 59.3581 87.8456 14.0498 7.78055 6.8325 internal_count=313700 166398 147302 114406 124760 36630 32896 31389 9922 1838 8084 5252 2356 2896 2784 349 2007 838 779 460 194 266 1169 1104 347 1505 2248 255 128 113 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=11 11 1 9 0 0 8 7 0 6 7 11 7 1 4 8 0 4 4 6 0 0 0 7 11 11 7 11 11 10 split_gain=21.4764 8.79504 6.31834 5.40429 5.51964 4.13243 3.62567 3.50573 3.37527 3.27998 3.2766 3.15372 3.02695 2.8142 2.96124 4.7698 3.36292 2.80662 2.95926 2.7422 4.38653 4.35007 4.048 3.27598 3.15075 9.51051 4.7087 4.46155 5.49978 4.36674 threshold=2.597895741462708 -1.2297213077545164 1.0000000180025095e-35 1.0000000180025095e-35 0.24846091866493228 0.33937859535217291 0.18333333333333338 1.0000000180025095e-35 0.3598031103610993 0.49705748260021215 0.042058072984218604 -5.5399577617645255 0.30442918837070471 1.0000000180025095e-35 13.103616049815514 0.41428571428571431 0.38184265792369848 11.13332838035898 9.0973774813317458 0.57572022080421459 0.13908997178077701 0.14936596900224688 0.10225538164377214 0.2551353126764298 4.4411935806274423 4.2331066131591806 0.21871482580900195 3.4806373119354252 3.2100851535797124 0.022340060488433181 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 4 -3 6 7 -2 -1 12 -7 -10 -9 14 16 -16 -5 18 -18 20 22 -22 -11 24 25 27 -27 28 29 -23 right_child=2 3 -4 13 -6 10 -8 9 11 19 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0046073700799588706 -0.028656055148523315 -0.0026518647145227277 0.0039805026077915865 0.00017776047555230563 -0.00037743981461732924 0.02110113738183976 0.0017448124154020774 -0.0012179940732788648 -0.038769231369515926 -0.0051170967682841167 0.0027103801658769884 0.0026079403558939476 0.025996865254248745 0.0087862299803730427 0.042020704814999296 0.0056095312349049723 0.0065951773601581791 -0.023956719403966945 0.028134980795638247 -0.00022832620170849661 -0.033461553807427526 0.021382627726763404 0.037439156042833897 -0.019601695542072053 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-0.000517331 0.00290541 0.001765 -0.001129 0.00183077 0.00129688 0.0120499 0.000905594 0.00770943 0.00906 0.00314771 0.0070293 0.00461204 0.0256717 0.00593799 0.00747844 0.00455637 -0.0348897 0.00827988 0.00129666 0.00934306 internal_weight=10308.5 6225.94 4082.52 5390.78 4708.74 3225.43 2394.45 1320.8 835.16 1316.8 830.98 83.0708 1128.47 682.048 633.426 22.24 611.186 59.0628 56.6468 188.332 87.6067 77.5511 10.0556 74.9412 70.6782 58.276 5.02648 53.2495 32.3372 22.725 internal_count=313700 166398 147302 138764 121653 118036 84818 44272 27634 44125 33218 2008 38409 17111 15851 462 15389 1304 1260 5716 2578 2363 215 2314 2188 1685 124 1561 886 597 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=31 num_cat=0 split_feature=11 1 0 6 11 1 0 11 9 0 11 4 4 4 11 11 6 7 0 7 11 7 6 8 10 8 7 10 4 11 split_gain=21.2748 9.3277 5.95699 5.55033 5.35007 4.19109 4.04252 3.91566 3.79553 3.17821 3.16322 3.08255 5.80367 4.03446 4.05988 3.07319 2.99639 4.21017 3.62677 2.98522 2.95775 3.05753 4.12447 2.98811 2.94726 2.922 2.9126 3.09859 2.88259 2.98958 threshold=1.2767197489738467 1.0000000180025095e-35 0.25645528733730322 0.17562498152256015 -2.3216673135757442 1.0000000180025095e-35 0.42563462257385259 4.0180888175964364 1.0000000180025095e-35 0.39709493517875677 4.2956635951995858 3.9965377525216632 4.3028247347184285 4.4125566515740626 1.8882290124893191 0.7889399826526643 0.45735916495323187 0.024392643012106422 0.45210778713226324 0.070184931159019484 3.49814784526825 0.2074803560972214 0.28685690462589269 0.73214285714285732 0.093656280605195277 0.23611111111111113 0.22619958221912387 0.0022211155518232499 4.1246304637071782 1.6011356115341189 decision_type=2 2 2 2 2 2 2 2 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 20 6 -1 16 -4 -5 9 24 11 -3 28 14 -14 -10 17 -6 -18 -12 21 -2 26 -24 -7 -19 -23 -28 -13 -30 right_child=1 10 3 7 5 8 -8 -9 15 -11 19 12 13 -15 -16 -17 18 25 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0055067067047207385 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396.14302038426831 1173.4538505904457 2.107434923760592 154.2512966228096 467.62912554331342 49.248063824983547 308.2378992997692 3.798112359509104 12.619248297294687 976.55451826940407 12.723593615111893 68.542358410682937 2.4223187402822104 16.816235266393051 leaf_count=15034 25676 15971 44181 69592 519 7690 1031 18956 250 206 598 982 28 19957 111 119 8927 28582 27 6154 13659 1306 7480 248 275 23273 339 2054 33 442 internal_value=4.60992e-12 0.000929898 0.000389653 0.00107231 -0.00199973 -0.00157964 -0.000533548 0.00189343 0.00147125 0.000752982 0.00314078 0.00261098 0.00391113 0.00315631 -0.020568 0.0148364 -0.00200323 -0.00244323 0.000388261 0.0070341 -0.00100078 -0.00169409 0.000365427 -0.00150763 0.000203699 -0.00233418 0.00484357 0.00135479 0.0138235 0.0228972 internal_weight=10296.8 7028.48 5648.28 3788.32 3268.33 2918.7 1281.7 2506.62 355.838 337.69 1380.2 1214.88 698.115 648.716 6.38768 18.1481 2562.86 2164.61 398.25 165.319 1859.96 1392.33 442.55 312.036 326.075 2150.01 130.514 81.266 49.3993 19.2386 internal_count=313700 228798 184522 133760 84902 69868 45212 88548 8540 8171 44276 37524 21553 20096 139 369 61328 52374 8954 6752 50762 37103 11427 7728 7965 51855 3699 2393 1457 475 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=0 split_feature=11 1 0 6 11 1 9 11 0 0 0 7 11 0 0 7 10 11 11 7 6 0 8 4 0 11 0 11 6 10 split_gain=20.9373 9.30117 5.96599 5.30814 5.21357 4.08481 3.91768 3.8763 3.74995 3.57646 3.17811 3.84598 3.13127 3.06834 3.89756 3.29653 3.12687 2.99004 2.88181 2.969 3.63833 2.87785 3.22333 3.20048 3.86425 2.94131 2.84984 4.80279 3.88341 3.67081 threshold=1.2767197489738467 1.0000000180025095e-35 0.25645528733730322 0.17562498152256015 -2.3216673135757442 1.0000000180025095e-35 1.0000000180025095e-35 3.3822349309921269 0.42563462257385259 0.26781304180622106 0.33937859535217291 0.21614431589841845 4.2038879394531259 0.38184265792369848 0.20515289902687076 0.13894565403461459 0.026354598540391908 3.0298937559127812 3.49814784526825 0.2074803560972214 0.28685690462589269 0.23715520650148394 0.13392857142857145 4.522066880234946 0.41566370427608496 -1.4128691554069517 0.21079425513744357 1.4207190871238711 0.32111552357673651 0.0051744343648412192 decision_type=2 2 2 2 2 2 2 2 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 8 -1 -6 21 -5 -4 -9 11 -11 -13 14 -8 16 -16 -3 19 -2 -21 -7 -23 24 -24 -25 28 -28 29 -22 right_child=1 17 3 7 5 6 13 9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 26 22 23 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0054505385349950183 -0.0026421935572225235 0.001863056267250136 -0.00074844639749804094 0.0010676516765839906 -0.0019888012128732764 -0.0067798457078959828 -0.0054532318706557014 0.011037751566385165 0.01033059814277814 0.00062234470086150722 0.0052180992110556637 0.025446554980597193 0.0002886373998443845 -0.028217191481450011 -0.050549404203025811 0.038882285353958768 0.017556160801946063 0.0046701853816432685 0.0010289263754986193 0.0045321051015551313 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0.000922868 0.000383124 0.00106631 -0.00198524 -0.00157039 0.00144384 0.00186934 -0.000505166 0.00360624 0.00305882 0.00126129 0.0147323 0.0149432 0.0184301 0.027081 0.00690944 0.00313178 -0.00100975 -0.00169491 0.000334786 0.000708738 0.00173517 -6.48512e-06 -0.00426858 0.00298072 -0.00142932 0.00453212 -0.00281112 -0.0143423 internal_weight=10285.2 7021.24 5642.5 3785.68 3263.92 2914.95 355.311 2505.41 1280.27 791.212 736.928 402.151 18.2106 18.3493 16.9777 12.4633 4.60022 1378.74 1856.83 1389.76 442.228 336.962 296.343 226.24 93.226 133.014 311.364 58.5901 252.774 23.8093 internal_count=313700 228798 184522 133760 84902 69868 8540 88548 45212 35729 33588 18344 1158 369 338 207 109 44276 50762 37103 11427 8171 7228 5618 2451 3167 7728 1851 5877 542 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 7 6 9 10 6 11 4 4 11 6 6 0 10 7 4 4 7 7 4 4 11 4 4 4 6 split_gain=20.5364 9.63895 5.7903 5.03162 4.91626 3.45566 3.97985 3.46809 4.13585 3.87261 3.28013 3.15068 5.18005 3.3925 5.34317 4.78594 3.5091 3.22181 2.96699 2.96052 4.96242 3.56292 3.42263 5.65408 3.59061 2.9244 2.88634 5.96506 5.04615 3.98226 threshold=1.1536204218864443 1.0000000180025095e-35 3.49814784526825 0.26852519810199743 0.25791908800601965 0.2074803560972214 0.09835804253816606 1.0000000180025095e-35 0.0022211155518232499 0.2907406240701676 1.1847416162490847 3.4051711981388286 4.3737294235846038 -3.2703051567077632 0.23085979372262957 0.23239907622337344 0.12162990495562555 0.016546617699508385 0.20873722434043887 7.7421444089995068 6.0868634566299429 0.28837509453296667 0.22481679171323779 3.5974275744411117 4.5567781820850657 4.2956635951995858 3.9965377525216632 4.3028247347184285 4.4125566515740626 0.18831270933151248 decision_type=2 2 2 2 2 2 2 2 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 11 5 -2 -7 10 -9 -10 -8 13 -13 14 -1 -16 17 -15 -11 20 21 22 23 -12 -25 26 -3 -28 29 -29 right_child=1 25 -4 -5 -6 6 7 8 9 18 19 12 -14 16 15 -17 -18 -19 -20 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326.76447310794174 50.687580239087765 1.4851224001031393 27.566370747357723 786.27295619644792 7.4865874338356653 115.92954609274602 9.0027288936544192 10.083052105212117 7.3253571854438624 159.10954985951685 8.1966129081556556 2.4937493731267741 164.92630566061416 50.290011675999267 5.0091449060710138 654.00265947027583 2.2412894938606769 leaf_count=1753 27678 16351 59295 44130 89709 1813 69 300 251 13 1636 2270 8179 1144 9 2208 20076 227 2732 188 301 299 4185 99 67 6752 1484 87 20338 57 internal_value=1.38768e-11 0.000875364 0.00033508 -0.00205534 -0.000221695 -0.00162208 0.00051751 -0.000521447 0.0032585 0.00482415 -0.00254325 -0.00345086 -0.00133428 -0.00446363 -0.0120356 -0.00367774 -0.00401295 0.00309681 0.0030879 -0.00296227 -0.00236058 -0.00321677 -0.00385758 0.00136031 0.0215945 0.00310403 0.00260518 0.0038531 0.00309559 -0.0217944 internal_weight=10272.9 7204.54 5798.77 3068.4 4311.52 1481.14 465.746 408.421 142.327 130.13 266.094 1322.82 428.112 894.709 50.2621 29.0515 844.447 58.1742 116.966 261.948 252.945 242.862 235.537 76.4275 10.6904 1405.77 1240.84 711.543 661.253 7.25043 internal_count=313700 233704 188635 79996 129340 39631 11953 10140 3296 2996 6844 35866 10449 25417 3970 2217 21447 1371 2745 6775 6587 6286 5987 1802 166 45069 38317 21966 20482 144 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 11 6 4 7 1 7 0 4 4 4 6 6 0 0 4 11 6 10 6 7 4 7 7 11 8 split_gain=20.2376 8.45228 6.12123 4.21395 3.58975 3.5371 3.23661 3.1086 3.05903 3.0557 2.96153 5.13496 4.82777 3.00138 2.81872 2.8179 3.5347 3.36914 3.15174 3.06249 3.53604 3.03038 2.7472 2.62533 4.13264 4.28364 3.74698 2.61157 2.57075 3.54042 threshold=2.597895741462708 0.17378091812133792 0.28870338201522833 0.32842732965946203 1.0000000180025095e-35 -6.4826273918151847 0.49705748260021215 11.322927770719508 0.18942034244537356 1.0000000180025095e-35 0.22161009162664416 0.40242545306682592 7.9847863416432299 12.70981844265012 12.624038001717301 0.45735916495323187 0.42534138262271887 0.45210778713226324 0.41180542111396795 10.113276331802407 -1.4128691554069517 0.46432358026504522 0.12175778643443992 0.090652398765087142 0.19535148888826373 15.637301171171538 0.19887010753154757 0.19535148888826373 5.340548276901246 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=1 4 7 23 5 8 9 -2 -1 -4 13 -12 -13 14 -5 16 19 21 -18 20 -7 -17 -22 24 25 -3 -26 -15 -11 -30 right_child=2 3 6 10 -6 15 -8 -9 -10 28 11 12 -14 27 -16 17 18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.041685160412143971 0.00015455402355394596 -0.0035325486602598693 0.0015708746726291027 0.00046710408861822786 0.0010702617378459183 -0.0058361373334349896 0.0057415497274182449 0.0074992038892951942 -0.0078133936994715034 0.0038386601935872463 0.012511890550762704 0.0033946561897163171 -0.040420044856538093 0.0045329476493220248 -0.032897778234286641 0.01240711063768021 -0.0092965282352670403 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652 65207 247 167 2474 138 315 625 internal_value=2.72044e-12 -0.00107819 0.0016464 -0.000360373 -0.00278741 -0.00324412 0.00270741 0.000367618 -0.0209319 0.00227478 0.00127412 0.0080856 -0.0110636 0.000908859 0.000384377 -0.00313435 -0.00371948 -0.000474532 -0.0105132 -0.0033689 -0.00377633 -0.000744948 -0.00246688 -0.000891771 -0.00246659 -0.00327275 0.00377616 0.0059742 0.00428638 0.0145507 internal_weight=10260.6 6200.21 4060.38 4366.44 1833.76 1639.64 2219.14 1841.24 10.1124 1942.21 1071.3 54.5243 10.2369 1016.77 921.372 1629.53 1335.69 293.838 65.5441 1270.15 1179.89 291.771 721.33 3295.15 739.045 654.522 84.5225 95.4019 503.454 21.0424 internal_count=313700 166398 147302 114731 51667 46802 88845 58457 1100 75493 27603 1194 167 26409 24097 45702 37858 7844 1754 36104 33823 7817 17841 87128 21921 19200 2721 2312 18003 940 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=0 split_feature=11 0 11 11 6 1 1 6 0 5 8 8 7 1 4 11 6 6 7 4 11 6 0 10 7 7 4 4 4 4 split_gain=20.1949 8.75571 5.28399 4.62113 4.45787 3.63627 3.58016 3.33607 3.09122 2.91004 4.00622 2.84667 2.78206 2.73677 3.36221 2.74681 2.73294 3.07057 2.8807 2.8253 2.77853 3.56433 2.69368 3.49362 3.87106 3.77737 3.26095 2.62384 3.52234 6.1396 threshold=1.4207190871238711 0.28870338201522833 -1.9431035518646238 4.3299207687377939 0.19988760352134707 1.0000000180025095e-35 1.0000000180025095e-35 0.50447744131088268 0.40828531980514532 7.0064520964277923 0.18333333333333338 0.23611111111111113 0.13843659311532977 1.0000000180025095e-35 8.6272712472634847 1.8462755680084231 0.19192082434892657 0.18831270933151248 0.23544271290302279 6.0868634566299429 5.998493194580079 0.60816988348960888 0.45210778713226324 0.018041214339159065 0.082257516682147994 0.085787981748580946 15.350336176119335 3.0531061291837633 4.2186248773804307 4.0453262590044119 decision_type=2 2 2 2 2 2 2 2 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 13 -1 4 8 9 7 11 -3 -6 -11 -4 -5 15 -15 -2 17 18 -17 -20 27 -22 26 25 -25 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280.4072466652724 61.150192789995344 3.9180461151991031 9.3943232538877037 1071.0588860971911 158.20547349845856 436.92303685437764 46.594134493192541 797.95145989962771 980.33462027537098 17.062366922589717 42.753276353941828 4.5922885036015932 6.5681483872467643 1.1864900156942892 1.1500069869216512 0.47097360156476487 3.5913932521361858 5.5179974514176138 8.106352632166816 118.73199666065921 365.73581833171556 25.284295797813684 leaf_count=18807 10110 37480 31083 12071 51652 14937 9304 6353 1857 108 322 25598 7519 12615 1208 25687 27793 525 1661 206 480 54 35 35 99 188 321 3429 11622 541 internal_value=3.18818e-11 0.000959801 -0.00184779 0.00199631 0.00161407 0.00248818 -0.00137714 -0.00177234 0.000146537 0.00178419 0.0157486 -0.00214171 0.00509289 -0.00016737 0.00191393 -0.000533635 -0.000149348 -0.00149475 -0.00124041 0.00594934 0.000625245 0.0185363 0.00583855 -0.00814792 -0.030079 0.00521323 0.00800556 0.000532033 0.00227782 0.00625189 internal_weight=10248.3 6744.8 3503.47 3513.7 3127.62 1960.11 3011.97 2628.27 1167.51 1511.46 13.3124 2347.87 386.08 3231.1 483.517 2747.58 2360.2 862.359 845.297 47.3456 1497.84 7.75464 79.9869 10.7304 4.06237 6.668 69.2565 1490.09 509.752 144.016 internal_count=313700 222555 91145 126624 107034 67019 72338 63034 40015 52082 430 56681 19590 95931 13823 82108 71998 28079 27554 1867 43919 534 2535 357 134 223 2178 43385 15592 3970 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=11 1 0 11 1 5 8 9 0 6 11 8 8 4 10 0 11 0 10 11 0 8 4 4 8 7 10 6 7 9 split_gain=20.0111 8.54028 5.52682 5.20363 4.18008 3.4367 3.3776 3.11337 3.65056 2.97826 2.95894 2.83513 2.76948 4.0373 3.49278 4.09998 2.6886 2.65811 3.18347 2.65 2.56825 2.54989 5.90288 7.11872 3.20693 3.17375 3.66723 2.72727 2.91443 5.10719 threshold=1.4207190871238711 1.0000000180025095e-35 0.28870338201522833 -2.3216673135757442 1.0000000180025095e-35 7.0064520964277923 0.18333333333333338 1.0000000180025095e-35 0.23715520650148394 0.50447744131088268 2.6586936712265019 0.23611111111111113 0.23611111111111113 4.522066880234946 0.15224763389423582 0.27394616603851324 1.8462755680084231 0.20091342926025393 0.011279829566988477 3.1949387788772587 0.45210778713226324 0.2678571428571429 4.2186248773804307 4.0453262590044119 0.35416666666666669 0.14080023765563968 0.29028509265057073 0.49705748260021215 0.2526784241199494 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 2 16 -1 9 10 -7 8 -6 11 -4 -5 14 -14 -10 -16 -2 -9 -19 -3 -21 27 23 -23 -24 -26 -27 -18 -29 -30 right_child=1 19 5 4 7 6 -8 17 12 -11 -12 -13 13 -15 15 -17 21 18 -20 20 -22 22 24 -25 25 26 -28 28 29 -31 leaf_value=-0.0053328408704087955 -0.0028389095235041382 0.0020050852064565396 8.2252346713571059e-05 -0.0031438168863204075 -0.0073327770606286657 -0.0088729502772143289 0.023325331222223137 -0.0096739492506134964 0.0064767834416079055 0.0009710342439887853 0.0021315251184097976 -0.0010993000941403913 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leaf_count=15034 10110 23235 30813 32931 1039 112 460 120 2534 6764 65845 26817 2123 3445 6 34 47981 47 251 19870 112 2918 6315 320 4894 3567 3 5310 362 328 internal_value=-5.05729e-12 0.000956181 0.000426634 -0.00184033 -0.00145714 0.00140004 0.0153681 0.00142568 0.00079458 -0.00187097 0.0013169 -0.00221299 0.00187325 -5.0711e-05 0.0057889 -0.0361335 -0.000518492 0.0126417 0.0177255 0.00311121 0.00473413 -0.000138352 0.00160409 0.00754245 4.09772e-05 0.00234974 0.00644148 -0.000697124 0.00244643 -0.00790812 internal_weight=10234.8 6735.3 5406.73 3499.46 3153.47 2663.52 15.7593 395.855 374.768 2757.62 2647.76 2461.4 330.856 221.85 109.007 1.75976 2743.21 21.0872 17.1746 1328.57 538.491 2357.07 572.334 119.26 453.075 246.672 100.854 1784.73 218.042 21.9964 internal_count=313700 222555 179338 91145 76111 97230 572 9599 9181 66512 96658 59748 8142 5568 2574 40 82108 418 298 43217 19982 71998 18017 3238 14779 8464 3570 53981 6000 690 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 9 7 0 11 0 10 4 7 7 10 10 7 0 10 0 11 4 6 6 0 10 0 11 11 10 split_gain=19.7129 10.5819 6.26345 5.4528 4.02594 3.79786 4.4411 4.12614 4.55866 3.5741 3.20059 3.06715 2.79444 3.23252 2.77021 3.12658 2.82176 2.69746 3.08375 4.43035 3.59193 3.1923 2.86938 4.08062 3.25084 2.84838 2.83232 2.74687 3.43166 4.39157 threshold=0.43509620428085333 1.0000000180025095e-35 3.5142571926116948 0.25718426704406744 0.25018066167831426 1.0000000180025095e-35 0.22877723723649981 0.23168353736400607 0.66328173875808727 0.37437555193901068 0.01507540568290189 9.2858241061982891 0.078937754034996047 0.13542198389768603 0.00029748057986944692 0.0015326360962064636 0.2006943076848984 0.33937859535217291 0.0091961361676489179 0.42563462257385259 5.1513366699218759 4.0330898307450491 0.36600293219089514 0.37955629825592047 0.24317920207977298 0.0057543608015291356 0.34702771902084356 4.2635042667388925 4.2956635951995858 0.012376495354309293 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 -1 -2 7 8 -7 -3 11 -8 -9 -14 -10 -16 -17 22 20 27 25 -22 -4 24 -24 -19 -27 -20 29 -29 right_child=1 9 17 -5 -6 6 10 12 14 -11 -12 -13 13 -15 15 16 -18 18 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.004489842018233269 -0.0022666844122762749 0.0022987844725441964 -4.0820377160645311e-05 0.00036469217124036977 -0.0016818885898204771 0.022164210917221591 0.0029092470818401247 0.02740732762825869 0.035253555858671869 0.0063056001516756518 0.012732486941377989 -0.052630395070930681 -0.013529732476067322 0.008298048201987325 -0.025380345591137894 -0.010916439481763641 -0.00074426253504950208 0.0077119383958186736 -0.00089231698703613022 0.017534943075343271 0.016525243166205544 -0.017419290363510503 0.024667236121431381 0.0023254613649455937 0.0043984681067172158 0.048505624975022893 0.016008847570018209 -0.030185209763088625 0.0040587651589082093 0.046016210200609767 leaf_weight=683.12229702453624 1512.0527128006797 1281.8260675993224 692.62448514401694 3387.757252483414 1404.1231866995658 5.4921071701683095 63.209440163336694 5.068827871058601 1.4563951925374556 237.47974058357067 42.58850345594692 0.90774456993676622 7.7678594295866779 28.542963212996256 7.2836885852739206 42.387622345107957 58.301137708680471 68.667194475841825 167.4151549769158 16.610411032794218 3.5901063111377871 8.163121436868094 13.734211352362765 326.61697708750944 14.791736087339812 2.8141507846157792 16.967794594878796 0.8449154905974855 117.73936973871241 3.5014933483325876 leaf_count=20021 39758 40651 26591 103180 37765 99 1408 153 56 7510 1088 8 284 858 176 1093 1264 2961 6759 984 189 449 338 12225 602 176 990 21 5848 195 internal_value=2.01031e-11 0.000667226 0.0001488 -0.000341037 -0.00260089 -0.00168794 0.0016393 -0.00158174 -0.00450661 0.00292508 0.00635744 0.00212294 0.0065413 0.0036285 -0.00584519 -0.00639956 -0.00502651 0.001888 0.00396295 0.00246764 0.00853099 -0.00705069 0.00108336 0.00327581 0.0141571 0.0106015 0.0206318 0.00160314 0.00502514 0.0312031 internal_weight=10223.4 8136.2 6616.9 5162.82 2087.25 1775.06 263.006 156.301 114.921 1519.31 106.706 64.1172 41.3797 36.3108 109.429 107.972 100.689 1454.08 406.314 306.111 100.202 11.7532 1047.77 355.143 28.5259 88.4491 19.7819 289.501 122.086 4.34641 internal_count=313700 255914 207753 149425 57786 46245 6487 3983 2688 48161 2504 1416 1295 1142 2589 2533 2357 58328 18572 13807 4765 638 39756 13165 940 4127 1166 12823 6064 216 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=11 0 11 1 1 11 6 8 10 11 6 11 11 11 7 6 0 7 6 0 7 6 7 8 0 9 0 10 0 2 split_gain=19.2969 8.48796 5.09429 4.25932 3.61006 3.54882 3.43643 4.65482 4.1182 3.15871 3.15431 2.87339 2.95668 3.64188 4.12344 2.86151 2.84685 2.91321 2.72864 2.9156 3.28518 2.72538 2.82252 2.69248 2.67168 2.65425 3.70218 2.71374 3.06959 2.64504 threshold=1.4207190871238711 0.33530995249748236 -1.9431035518646238 1.0000000180025095e-35 1.0000000180025095e-35 4.0180888175964364 0.19192082434892657 0.64583333333333337 0.11015150470814562 5.998493194580079 0.50447744131088268 4.2956635951995858 4.4789185523986825 4.518794298171998 0.10366221517324449 0.19414341449737552 0.19371061772108081 0.1997562572360039 0.18452219665050509 0.094628330320119872 0.23544271290302279 0.17191658914089206 0.155321940779686 0.23611111111111113 0.27394616603851324 1.0000000180025095e-35 0.23920497298240664 0.011279829566988477 0.20091342926025393 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 3 -1 6 10 -3 7 11 -9 15 23 18 16 14 -14 -8 -13 21 19 -2 -21 22 -18 -4 -24 26 -6 28 -27 -17 right_child=1 5 4 -5 25 -7 9 8 -10 -11 -12 12 13 -15 -16 29 17 -19 -20 20 -22 -23 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0046469795241454092 -0.02021866715177556 0.0020554039336240977 -0.0030362592893068787 0.0022045717825234078 -0.0071231457394830364 0.0054510681627305312 0.013147680607645222 0.0077516824222328452 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1.5416558124125028 317.14811432728311 13.877448212035231 4.2576310918666422 15.405074606067499 leaf_count=18807 193 47954 31083 26974 1075 16576 483 2458 141 903 6353 86 60 3015 124 78510 575 58 1574 40287 1708 96 56 25598 71 75 7829 279 46 653 internal_value=3.93051e-11 0.000940295 -0.0018085 0.000292321 -0.00134615 0.00269484 -0.000116202 -0.00124984 0.00626895 0.000558545 -0.0017438 -0.00161917 0.00319311 0.000294925 -0.021632 0.000486972 0.0120538 0.00838869 -0.00199288 -0.00173332 -0.00162304 0.0116786 0.00751121 -0.00210389 0.0301987 0.00137358 0.000792718 0.0121053 0.0293397 0.000406352 internal_weight=10212.9 6719.29 3493.57 4907.06 3004.22 1812.23 4043.27 1508.63 70.6356 2534.65 2621.01 1437.99 103.623 78.083 6.26989 2523.12 25.5397 22.5238 1334.37 1287.25 1279.61 20.6076 17.9836 2340.78 3.87249 383.214 363.537 19.6767 5.79929 2507.16 internal_count=313700 222555 91145 158025 72338 64530 131051 50502 2599 80549 63034 47903 4141 3199 184 79646 942 856 43762 42188 41995 798 702 56681 127 9304 8904 400 121 79163 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=0 split_feature=11 11 0 0 1 11 1 0 7 8 2 11 0 7 0 4 4 2 10 6 0 0 4 11 8 0 0 8 6 7 split_gain=19.272 8.76559 5.32059 5.06055 3.26899 3.25782 3.06446 3.00954 2.92216 2.85003 3.89585 3.56225 2.77906 2.77167 2.74451 2.73984 6.01589 3.39153 2.76784 2.64431 3.10315 3.18153 2.61211 2.54452 2.65504 3.142 2.92283 2.9719 2.73993 3.26278 threshold=2.7666904926300053 0.17378091812133792 0.28870338201522833 0.2643390446901322 1.0000000180025095e-35 -6.4826273918151847 1.0000000180025095e-35 0.45210778713226324 0.18942034244537356 0.2678571428571429 1.0000000180025095e-35 2.6902152299880986 0.3526489138603211 0.14842355251312259 0.42563462257385259 4.4814674992497778 4.0453262590044119 1.0000000180025095e-35 0.037698860711195444 0.45476210117340093 0.29063823819160467 0.28934180736541754 3.9965377525216632 -1.4128691554069517 0.23611111111111113 0.32404166460037237 0.32050831615924841 0.29285714285714287 0.31524370610713964 0.045836554840207107 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 9 5 8 19 -8 -1 10 11 -3 23 14 -14 16 -11 -17 -18 -4 21 22 -21 24 28 26 -26 -28 -7 -30 right_child=2 3 6 -5 -6 12 7 -9 -10 15 -12 -13 13 -15 -16 17 18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.041282187312084988 0.00048877036010692293 -0.0020643465416761613 0.0015098210614718215 0.00046685879279642476 0.00095696318077050958 -0.0089141481737179101 0.0046211115655456344 0.029044337977202853 -0.00765524912815634 0.00077925800185444391 0.013610795633032089 -0.01006482168625414 -0.003416849080953683 0.0026844515016784696 -0.031013526051050986 -0.00045513769986193364 0.01381107787024048 -0.025597861346034867 0.045577610787072564 0.048470116610659406 0.0043477408078286817 0.050219891740110781 -0.03439577008332572 -0.002477216280451579 -0.0018300171000154562 -0.010589593861784409 0.041088667040066217 0.0027407791411287069 0.015750406866673981 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0.017109 0.00212517 0.00472922 0.030519 -0.00460634 -0.00353047 -0.00506082 -0.0025976 -0.00108829 0.0168969 -0.00673568 -0.00345251 internal_weight=10200.1 6600.79 3599.31 4777.71 1823.09 1629.88 1982.39 497.183 9.90561 1786.26 1371.94 1358.08 1619.97 199.197 63.8727 414.313 113.027 301.285 26.5324 1485.2 283.878 4.13783 1.48686 1420.77 579.206 234.43 197.19 7.81023 344.776 137.52 internal_count=313700 179965 133735 128298 51667 46802 81570 18944 1100 44727 34711 34385 45702 4447 1552 10016 2601 7415 513 62626 13437 158 59 41255 20138 7054 5841 185 13084 5176 is_linear=0 shrinkage=0.03 Tree=223 num_leaves=31 num_cat=0 split_feature=11 1 0 0 1 11 11 6 4 4 7 4 10 6 4 7 0 6 6 6 6 10 10 0 8 4 0 7 11 10 split_gain=18.8714 8.47279 5.38048 4.98392 4.04551 3.58141 3.39182 3.1749 4.42803 4.01209 3.44363 3.31356 3.19734 3.12683 3.09321 3.43472 3.29603 3.04862 4.13513 3.38021 2.97487 6.72512 5.99673 3.24015 2.93435 4.96735 2.75273 2.72557 2.70513 2.69095 threshold=1.3362913131713869 1.0000000180025095e-35 0.25095432996749883 0.27847930788993841 1.0000000180025095e-35 4.4022364616394052 -4.9901404380798331 0.21596458554267886 3.2958499343085803 3.620247068523311 0.20394522696733478 3.6800600497657041 0.029540122182075471 0.45123457908630377 2.555843120094428 0.18090522289276126 0.12162990495562555 0.20870899409055713 0.19192082434892657 0.12094413116574289 0.15190938115119937 0.010064497588025747 0.020190332622473054 0.27057906985282904 0.58571428571428574 10.485743812732293 0.27394616603851324 0.097673386335372939 -3.2703051567077632 0.088376586915257974 decision_type=2 2 2 2 2 2 2 2 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 14 7 6 -5 27 10 -9 12 -2 -11 -10 -6 16 -16 28 18 19 24 22 23 -21 -22 25 -12 -14 -4 -1 -13 right_child=1 -3 4 5 13 -7 -8 8 9 11 17 29 26 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018382039123740961 -0.0025625754019918956 0.0030326641752111438 0.007613156904482562 0.00087500877906507887 0.0015181995679986245 0.0044929031254932385 -0.0014144423986824908 -0.00079039911199761843 0.0078972755062061643 -0.011907672738268132 0.0051122290841430877 0.0033101978711779401 0.037185326523921036 0.016430573225670025 -0.0032839880953917681 0.0031480576448361438 -0.0053025131045561042 -0.019266632720934634 0.023553703162501292 -0.024515741488281232 0.027361572959507873 -0.01231131844284792 0.022804531061369312 -0.048103736575512472 0.033849747259478945 -0.054459283847176479 -0.017277220924955969 -0.023087624693972308 0.0032403414741140023 -0.0051624203503796758 leaf_weight=5.6611511785449684 896.80382381712832 1348.3204582057169 3.3920620141579994 2740.7265972318169 301.41866937137092 270.56485172273733 1918.0230946588017 1020.9296954539532 30.421764076454565 14.971681993629316 82.444090430083293 344.27701638157305 6.3369569004280484 13.209298258821944 232.61834978542174 110.07842214694392 677.48671055824889 5.5382775131729423 8.6103565060184319 12.660628980171166 7.8853731181006896 12.317303204268681 2.9769925335422149 0.54761091899126757 3.1163135588285504 1.2793135030660767 0.96203883341513563 11.181831141249857 64.974397706277159 37.402762202702434 leaf_count=399 26944 43850 149 95462 7616 14615 48704 28282 662 300 3071 10033 144 317 5961 2086 19304 115 295 339 322 350 120 18 151 9 12 1414 1482 1174 internal_value=1.93462e-11 0.00090142 -0.00184956 0.000379021 -0.00101041 0.00120008 -0.001524 -0.000614134 0.000289003 0.00282598 -0.00188503 0.00193686 0.0121755 0.00214428 -0.00357831 -0.00121794 -0.00465954 0.00253804 0.00345402 0.00204958 -0.00562615 0.0018203 -0.0155072 0.0224611 0.0052659 0.00420196 0.0300069 -0.015942 0.0015074 0.00247992 internal_weight=10187.1 6849.09 3338.04 5500.77 2247.22 3011.29 1932.6 2489.48 1455.3 434.372 1034.18 396.651 37.7208 314.628 1090.82 342.697 748.122 137.376 131.838 123.228 36.3879 20.7503 15.6376 8.43298 86.8397 83.7234 7.299 14.5739 70.6355 381.68 internal_count=313700 226268 87432 182418 58200 110077 50267 72341 40607 12325 31734 11507 818 7933 29232 8047 21185 4790 4675 4380 1149 690 459 340 3231 3080 156 1563 1881 11207 is_linear=0 shrinkage=0.03 Tree=224 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 9 7 11 0 6 6 0 6 10 6 6 6 6 10 10 7 10 0 6 11 11 7 6 6 0 split_gain=18.7024 10.2286 6.17225 5.38017 3.91114 3.63413 4.17561 4.31764 3.94541 3.58607 3.47834 3.94502 3.17489 2.94993 3.03726 3.44426 4.39195 2.83002 3.56217 2.69334 2.89885 4.39528 2.66665 4.7502 3.76983 4.60458 2.68436 2.66491 2.70736 2.64296 threshold=0.43509620428085333 1.0000000180025095e-35 3.5142571926116948 0.25718426704406744 0.25018066167831426 1.0000000180025095e-35 0.22877723723649981 0.66328173875808727 0.22302854061126712 0.36330509185791021 0.040838092565536506 0.37437555193901068 0.052050825208425529 0.01507540568290189 0.25531932711601263 0.2907406240701676 0.32111552357673651 0.65192043781280529 0.0051744343648412192 0.00029748057986944692 0.2006943076848984 0.0016379039120995034 0.11517783254384996 0.35670280456542974 1.1847416162490847 2.0653607845306401 0.25081644952297216 0.21743451058864596 0.12094413116574289 0.10225538164377214 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 -1 17 7 9 19 -7 -3 -12 -13 14 -8 -16 -17 22 -19 -9 -21 -22 23 -2 -25 -26 -27 28 -10 -15 right_child=1 10 -4 -5 -6 6 13 8 27 -11 11 12 -14 29 15 16 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.0044076852116592697 -0.0016836529053802847 -0.00082306791857435235 0.0018747505201009704 0.00035511740652892392 -0.0016324133956739973 -0.0078995852163110929 -0.041682708402392674 0.035052197824455379 0.038328002112005821 0.036202066129620326 0.00273489658123429 0.047280528968242003 0.0069412299538015587 -0.0030587590631168389 0.034365516451405904 -0.022518548370454482 0.0042453058376262622 -0.026982031924269838 -0.0041485587426842788 -0.012894315440885002 -0.039174438792160649 -0.00052024408572366569 -0.0023382995503045895 0.044253803401620197 -0.020259890160258351 0.026353654935230054 -0.0090997873306846132 0.0065775885175421069 -0.025933514640930105 0.015929392955815382 leaf_weight=678.94502429164913 39.769798805966275 198.85822081386141 1441.8820785923808 3377.7400979396753 1398.1751739994015 2.5391848546569227 1.39630463765934 1.409785322844981 0.6873839468753421 4.7892664917744696 1113.4964829484197 1.771525197837035 199.81938920322864 8.1668127104639989 3.0094887008890501 6.1572885387577108 53.171497082948918 9.2261481511231995 18.437521533574909 40.176836795668351 2.7821452110074452 54.704971076280344 1416.452286058975 3.5923181462567326 3.473269576788879 9.336166405642869 2.4203438051044932 44.411004434572533 4.1668563891435042 34.328743615660642 leaf_count=20021 1011 6892 58328 103180 37765 62 31 55 45 77 34818 54 6397 118 86 114 1185 197 540 1008 65 1169 37574 42 80 241 73 1404 98 970 internal_value=6.02327e-12 0.000651378 0.000140123 -0.000346256 -0.00253956 -0.0016888 0.00157234 -0.00155691 -0.00266743 0.0209216 0.00287486 0.00343403 0.00729572 0.00615788 0.00207575 0.00305589 0.00146769 -0.00225716 -0.0117638 -0.00611752 -0.00671181 -0.00239095 -0.00207887 0.00419281 0.0166094 0.0100887 0.0190548 0.0042708 -0.0168338 0.0122802 internal_weight=10175.3 8098.17 6584.23 5142.35 2077.12 1764.61 261.898 155.667 148.339 7.32845 1513.95 1315.09 201.591 106.23 63.7346 62.3383 59.3288 1502.71 27.6637 99.0737 97.664 57.4871 1475.04 58.5919 18.8221 15.2298 11.7565 49.2652 4.85424 42.4956 internal_count=313700 255914 207753 149425 57786 46245 6487 3983 3844 139 48161 41269 6451 2504 1416 1385 1299 39758 737 2297 2242 1234 39021 1447 436 394 314 1547 143 1088 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 0 4 6 8 0 7 7 4 0 4 11 11 6 0 0 11 6 6 10 7 7 10 0 7 11 split_gain=18.8037 6.8429 6.68239 4.20494 3.97492 3.89381 3.26402 3.04189 2.79058 2.86536 2.69014 3.32507 2.56573 2.49468 2.38339 2.61121 2.31376 2.28808 2.27384 4.19206 3.21416 3.08223 3.28031 2.84542 3.99936 2.74417 2.6792 2.67216 2.53955 2.3179 threshold=2.2582765817642216 1.0000000180025095e-35 -1.2297213077545164 0.33530995249748236 0.27528871595859533 0.44009289145469671 16.705599394648608 0.30433252453804022 0.13392857142857145 0.29632548987865454 0.14676482975482943 0.16921950876712802 11.024082194194131 0.29951287806034094 16.126773603130491 3.3186907768249516 3.0149137973785405 0.48880545794963842 0.26086857914924627 0.30656149983406072 2.6745482683181767 0.33705028891563421 0.38607259094715124 0.0078861055475023551 0.16146156936883929 0.064400032162666335 0.008473362418943255 0.26155561208724981 0.10992327705025674 2.9704685211181645 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 6 -4 8 7 -2 9 -1 -7 -12 16 17 -14 -16 18 -11 20 21 23 -20 27 24 -9 -24 -25 -23 -28 -21 right_child=1 -3 4 -5 -6 10 -8 12 -10 13 11 -13 14 -15 15 -17 -18 -19 19 29 -22 22 25 26 -26 -27 28 -29 -30 -31 leaf_value=-0.0072539229703369543 -0.00071833153581220548 0.003544769517310478 -0.0017722618473514531 0.0023976060188953745 3.1194885423744712e-05 -0.04467311475267946 0.012420980807915325 -0.012144858078582016 -0.0021926261939938575 0.0058184803975230223 0.049104382986757136 0.0010160977663503925 0.011271916230442046 -0.0027992726608967351 -0.065961959654449245 0.042549940297097327 0.0021257431826518171 0.044129470795491239 0.014914480712728821 -0.0022587831328760434 -0.007051610812113405 0.054539763903132761 0.035037058505321447 -0.034674107788105708 0.010484683564391327 0.0051644279198142136 0.017500168480355498 -0.0065410723841536613 -0.0036598043534324626 -0.021774195344516863 leaf_weight=290.28530936236348 1694.676814733808 1003.8355422097702 2012.4118792107693 1043.4975532176049 2425.7394729412117 0.51277571520768006 19.448377476073802 8.653088227612896 417.06828196758579 5.9833569526745114 2.8586169364862144 2.3644941147649661 30.2145946318924 99.561578487584484 0.72015046421438356 0.27610796097724233 685.90477529640884 1.8327969990205017 23.16269941534847 78.230578608527139 92.994124194359756 0.65838338574394839 2.8858844524365841 2.350533789722248 37.444871751737082 67.538543754359125 5.4927870843093833 30.804053857544204 72.24485110702517 5.8898774410190518 leaf_count=11811 58904 34071 50211 40500 62615 14 686 190 12365 191 10 63 1338 3144 11 29 24838 36 808 2780 2614 18 177 42 813 2294 190 990 1764 183 internal_value=-5.99057e-12 0.0013357 -0.00124637 0.000767548 -0.000786555 -0.00373363 0.000172721 8.88485e-05 -0.00390704 -0.00570511 0.0208975 0.0273349 0.00128304 -0.00151806 0.00976655 -0.0358884 0.00104542 0.014802 -0.000684481 0.00155297 -0.00281974 0.0050363 0.00279062 0.00029898 0.00623687 0.00638856 -0.00311881 -0.00526289 -0.00216468 -0.0036252 internal_weight=10165.5 4906.92 5258.62 3903.09 4438.15 820.467 2859.59 2840.14 814.731 397.663 5.73589 5.22311 1145.47 107.378 31.2109 0.996258 1114.26 7.81615 428.35 209.17 219.18 125.05 101.887 126.186 46.098 70.4244 80.0882 31.4624 77.7376 84.1205 internal_count=313700 173240 140460 139169 112826 27634 98669 97983 27547 15182 87 73 39079 3371 1378 40 37701 227 12863 7250 5613 4287 3479 2999 1003 2471 1996 1008 1954 2963 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=31 num_cat=0 split_feature=11 1 11 0 9 0 4 4 8 4 8 0 1 0 11 4 4 10 7 6 0 0 6 11 4 6 0 7 8 0 split_gain=18.3343 8.22881 7.64123 5.15975 4.74618 4.30256 3.30731 3.19728 3.37153 3.13056 2.94228 3.58749 2.80554 2.85068 2.76536 2.75317 6.96369 4.88293 2.99676 2.65204 5.30427 6.93412 4.38365 3.71786 3.62984 2.80723 2.73952 3.03558 2.72672 3.9459 threshold=2.7666904926300053 1.0000000180025095e-35 -1.2297213077545164 0.28870338201522833 1.0000000180025095e-35 0.24846091866493228 18.899495640571285 13.103616049815514 0.41428571428571431 13.721631221216962 0.23611111111111113 0.45210778713226324 1.0000000180025095e-35 0.45210778713226324 -5.5399577617645255 6.8726822717968679 6.9050584687726806 0.0022211155518232499 0.066894769668579115 0.20169251412153247 0.44009289145469671 0.40828531980514532 0.21041350811719897 2.1371010541915898 7.9847863416432299 0.18831270933151248 0.44009289145469671 0.10299607738852502 0.38750000000000007 0.36903019249439245 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 5 15 9 -6 -9 10 11 14 -5 -14 -1 18 17 -17 -4 20 21 24 -21 -22 28 -23 -24 -28 29 -3 right_child=3 19 4 12 7 -7 -8 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 22 23 25 26 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.018179393791081404 0.00046476177284423105 -0.0010890711998120374 -0.010782564174604551 0.0020996359735198475 0.00097635899633944831 -0.0006843118862790939 0.020059403567354736 0.036860951662258869 0.0069940866728347515 -0.023218338481489461 -0.0019152727843640043 0.044724416185710908 0.0044921607277025885 0.028672781998293512 -0.0054409834501608139 -0.035415126963610134 -0.00038972219671864426 0.037354591402279418 -0.0029235096974833544 0.016366976631029061 -0.047480415418120453 0.02438704275198238 0.0023173631896987314 0.0022907186632137545 0.0048540175633928293 -0.057559334765917076 -0.020358372586218535 0.033028150409669138 -0.0071009869065279726 0.014016280247954538 leaf_weight=15.928508742974371 1607.8476579817502 313.96912147285548 45.447235039871885 1479.5903245486411 662.68210990023363 2870.0731557299187 5.0216518896631888 4.1246844122651991 19.405345683248015 7.8464023556152815 305.32801141349773 1.2628694414161135 490.7779337064967 4.427478001540293 413.59337980672899 0.94218270666897197 119.65808449854376 6.963320728042163 1114.8346577566917 21.844744996167719 3.5555313936201847 12.738374189153543 433.43838269289336 2.1783283009426668 104.3024790236268 0.38768723187968213 1.1918153150472779 4.8978401934728026 64.110076372206095 16.375996862247121 leaf_count=1831 52165 8687 1512 62626 17215 77809 88 74 447 274 8998 15 18795 149 14276 16 2687 91 27597 602 105 348 11890 65 2696 10 36 80 2045 471 internal_value=1.57876e-11 -0.000941171 -0.00138529 0.00172651 -0.000949273 -0.00133076 -0.00420529 0.00136223 0.0122296 -0.00436907 -0.00416815 -0.00576493 0.00275381 0.00470835 -0.00591338 -0.00277142 0.00141193 0.0286819 -0.00323134 0.00159615 0.000121992 0.000443408 0.00325002 -0.0285721 -0.000123032 0.0219667 0.0025981 0.0225798 -0.00143907 -0.000340263 internal_weight=10154.7 6572.1 5593.11 3582.64 4844.13 4157.92 748.981 686.212 23.53 743.959 736.113 430.785 1974.8 495.205 429.522 1287.85 127.564 7.9055 1160.28 978.99 517.618 511.884 461.373 5.73386 498.758 13.1261 439.528 6.08966 394.455 330.345 internal_count=313700 179965 152930 133735 127448 109712 25482 17736 521 25394 25120 16122 81570 18944 16107 31903 2794 107 29109 27035 14427 14257 12608 170 13899 358 12006 116 11203 9158 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=0 split_feature=11 1 11 1 9 6 4 4 10 0 4 9 10 0 6 9 7 11 0 0 10 0 0 6 6 11 6 6 11 6 split_gain=18.1155 7.52415 7.10027 5.32125 3.92051 3.63122 4.23632 7.43102 4.80902 3.59497 3.56467 3.24568 3.08905 3.28483 3.18711 2.9977 5.77482 4.66739 3.53076 4.60365 4.37284 3.73086 4.27512 5.4906 3.16566 3.4937 2.92443 2.8717 3.48698 2.87924 threshold=2.597895741462708 1.0000000180025095e-35 -1.2297213077545164 1.0000000180025095e-35 1.0000000180025095e-35 0.45735916495323187 3.4433221162344596 3.620247068523311 0.077999044761657657 0.24846091866493228 18.899495640571285 1.0000000180025095e-35 6.9515980236634092e-05 0.25718426704406744 0.44509227573871618 1.0000000180025095e-35 0.211126483976841 2.8256129026412968 0.11517783254384996 0.13908997178077701 0.0075030107816984612 0.15408809483051303 0.19371061772108081 0.65192043781280529 0.49350924789905554 5.1513366699218759 0.17772490531206134 0.45476210117340093 -4.9901404380798331 0.0057538880500942477 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 5 9 6 12 8 26 -4 27 -3 -2 14 -14 16 17 -7 24 20 -20 -21 23 -23 -17 -26 -8 29 -29 -1 right_child=3 11 4 -5 -6 15 7 -9 -10 -11 -12 -13 13 -15 -16 18 -18 -19 19 21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0011253820723066104 0.017675686520599736 0.0010662358436322908 -0.002727866035721992 0.003686037586644147 0.0011965472952874116 -0.0086066733703852455 0.033651627405038451 0.0013424344799264341 -0.010327916765308896 -0.00075103283819764682 0.020502783201217289 0.0087099134021889867 -0.0021481711461439914 0.00057674195498695429 -0.016787495263078531 -0.040416202704728968 -0.0052842429700292771 0.0062667526763325182 -0.018482178713847667 -0.022112592400559839 0.039759140919243208 0.037719996767667768 0.004812536875751219 -0.0030665631131318802 0.0038869827136169782 -0.065899177713809168 0.013561762134729044 -0.02808646023062562 -3.3562478921790049e-07 -0.0063647164771282435 leaf_weight=118.30321841359 8.1736355551397519 838.25587781884315 1200.9591571125111 842.66148403740772 624.59603331038306 22.045892511872808 9.636448078905234 1307.1935773147625 5.5630982448346904 2665.5834739463116 5.2346129911020389 53.168174200778594 562.34415833978596 685.38823546944946 13.710663663339799 2.6286728829145414 90.645270134555176 136.92878542763356 1.4284438849426795 4.4382044498051973 6.1790536023327149 8.0116079315775988 272.60681966342599 4.7208557675985494 7.1698316014371812 0.70953044295310963 20.17241714784177 4.0849318034597664 152.54838050645776 467.19253350136205 leaf_count=4336 297 23150 29576 29266 15851 565 250 50573 169 70942 88 1397 17067 26788 277 45 2529 4857 42 130 113 193 13242 236 171 13 479 748 4231 16079 internal_value=1.95149e-11 -0.00102577 -0.00145934 0.00156714 -0.00100879 0.00100383 0.000534729 0.00170958 0.0152776 -0.00136504 -0.00416684 0.00152214 -0.000707625 -0.000826741 -0.0024966 0.00320176 0.000758615 0.00420417 0.0051825 0.00578639 0.0288233 0.0051816 0.00560614 0.0225974 -0.011908 -0.00239721 0.0200563 -0.00434084 -0.00073281 -0.00530607 internal_weight=10142.3 6129.93 5238.5 4012.36 4491.14 3169.7 2612.18 1342.57 35.372 3866.54 747.364 891.424 1269.62 1261.44 576.055 557.513 249.62 158.975 307.893 297.385 7.6075 289.777 285.339 12.7325 10.508 7.87936 29.8089 742.129 156.633 585.496 internal_count=313700 166398 141851 147302 116369 118036 95900 51471 898 100518 25482 24547 44429 44132 17344 22136 7951 5422 14185 13956 155 13801 13671 429 229 184 729 25394 4979 20415 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=11 1 0 11 1 6 6 6 11 0 10 4 7 6 0 6 7 7 11 0 10 4 7 11 11 11 0 10 10 7 split_gain=17.975 7.85682 4.9482 4.70137 3.35135 3.08691 3.70148 3.34433 5.8626 3.36395 3.43772 3.36421 2.933 3.8596 4.81878 3.59021 3.38464 3.8641 4.25494 3.25501 4.15986 3.14236 3.06538 2.91965 2.97523 3.11143 3.35708 3.2087 2.94941 2.90183 threshold=1.4207190871238711 1.0000000180025095e-35 0.33937859535217291 -1.9431035518646238 1.0000000180025095e-35 0.16456714272499087 0.15856356918811801 0.16643700003623965 2.7811937332153325 0.33856351673603063 0.018041214339159065 4.2492700408472626 0.14676482975482943 0.11894121766090394 0.13908997178077701 0.10799789056181909 0.14560854434967044 0.14344225823879245 3.4152158498764043 0.27718043327331549 0.00079566010845644197 17.731582681340274 0.10246652737259866 3.3822349309921269 3.3343302011489873 3.3027691841125493 0.38683046400547033 0.0017196161543546753 0.051025144247826233 0.11352266371250154 decision_type=2 2 2 2 2 2 2 2 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 -5 6 12 8 -7 -9 11 -11 15 -14 -15 21 17 19 -19 20 22 -2 -17 24 25 -4 27 -27 -28 -22 right_child=1 -3 23 4 -6 7 -8 9 -10 10 -12 -13 13 14 -16 16 -18 18 -20 -21 29 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.0044978769893712078 -0.0035273805131912591 0.002989445360969858 0.0010311406409529457 -0.0016925707613516057 0.0013187528123265665 -0.0064130445453627069 -0.0099425086091785731 0.00045174554723006479 0.02861782506648523 -0.042421876523253473 0.0022245988835765808 -0.0034656242276668347 0.0026037436015724632 -0.026924410059700758 -0.0022398087477406734 -0.0057369124555780807 -0.027997805985602087 0.032540586955528292 -0.020129587736558204 0.0048857519193067148 0.00019741534393779154 0.017670616930266794 0.033632197689050375 0.0039696703574468488 -0.010432596764924822 -0.015449942578316472 -0.022894413976043408 0.040586170540297749 0.03474119666547712 -0.009236692198717299 leaf_weight=483.04824500329232 586.32523047444545 1314.4417772722154 759.38320751361607 2601.9484903378143 381.37169971835101 7.5566745864343856 43.236252779926872 2775.7205047575571 9.9755670663434994 4.9470129719702509 6.6669536380068157 3.3436148075561505 323.89247040702151 7.7192075118364292 91.309394636351499 2.8229594114236525 3.5532870605238704 6.6088981848442909 1.7448530604597179 97.784270506628673 70.326449950021924 6.3620314792497075 4.8177518246229738 455.60247431915559 20.126715783480904 1.1121838050894419 2.5615783239481975 5.3132946077967063 1.1613875307375563 50.353532801440451 leaf_count=18807 21008 43217 22488 63034 9304 222 1289 89129 291 109 305 118 11531 208 2563 64 99 195 58 3626 2288 244 112 20818 803 37 85 306 52 1290 internal_value=2.7603e-11 0.00091132 0.000400777 -0.00175219 -0.00130762 -0.00010171 -0.00131229 0.000457344 0.013519 0.000375286 -0.0138136 -0.0267108 -0.00101464 0.00101906 -0.00416396 -0.00205002 0.00106221 0.00150263 0.0215393 0.000762343 -0.00237982 -0.00329984 0.0190868 0.00205725 0.000953858 0.00125167 0.017753 0.0308869 -0.00491486 -0.00373895 internal_weight=10131.1 6664.77 5350.33 3466.37 2983.32 4105.07 1296.86 2808.21 17.5322 2790.68 14.9576 8.29063 1253.62 422.921 99.0286 830.699 238.012 234.459 8.35375 226.105 128.321 592.687 7.64071 1245.26 789.658 769.532 10.1484 6.42548 3.72297 120.68 internal_count=313700 222555 179338 91145 72338 134749 44575 90174 513 89661 532 227 43286 14302 2771 28984 7732 7633 253 7380 3754 21252 176 44589 23771 22968 480 343 137 3578 is_linear=0 shrinkage=0.03 Tree=229 num_leaves=31 num_cat=0 split_feature=11 0 1 11 4 6 0 0 7 11 0 8 7 7 10 6 11 5 10 7 7 9 0 8 4 10 7 0 0 4 split_gain=17.7775 7.88391 4.77165 4.37615 4.03323 4.70749 5.12165 3.39561 3.35121 3.31998 4.76616 3.27264 3.9425 7.74563 3.8641 3.21583 3.12182 3.6898 2.99622 2.85878 2.80738 2.80548 3.1322 3.10766 2.98858 2.84538 2.77349 4.59525 3.43489 2.82898 threshold=1.4207190871238711 0.32842732965946203 1.0000000180025095e-35 -1.4128691554069517 8.7603777016451136 0.074632931500673308 0.094628330320119872 0.3526489138603211 0.2526784241199494 5.065364122390748 0.15876720100641253 0.64583333333333337 0.20394522696733478 0.18613660335540774 0.06528988483866717 0.62301644682884227 4.147409439086915 1.0000000180025095e-35 0.0016379039120995034 0.024392643012106422 0.21614431589841845 1.0000000180025095e-35 0.23715520650148394 0.23611111111111113 7.9847863416432299 0.079785902000750766 0.22161009162664416 0.31502854824066168 0.17117831856012347 9.2858241061982891 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 7 5 6 -2 -1 18 -7 -11 12 13 -6 26 -13 -3 -18 -8 -5 -19 22 -4 25 -25 -24 -14 28 29 -28 right_child=1 16 21 19 11 9 8 -9 -10 10 -12 15 14 -15 -16 -17 17 20 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0051051444882666032 -0.034840103817236998 0.0019605408882566885 -0.006724354267790022 -0.015099273411408915 0.00082955208704913461 0.00017677851965807828 0.0032826745552133451 0.0016365150296336164 0.011090459105498577 -0.011599273014619669 0.0080114981019621875 0.0056978377173602188 -0.033348624327021632 0.023443060586261444 0.034877971339159909 0.04886124941458015 0.0039908079429827612 0.011756811407158457 -0.0033174702551430008 -0.0014798931202362941 0.044873770715747191 0.011360391911078897 0.0068690347100319495 -0.0023592124322480063 0.0052393735750754841 -0.014557940342664452 0.040882445312982775 -0.043983545145240048 0.025022315076769722 -0.048661855900584201 leaf_weight=580.72018846660831 4.3638486294080385 1705.5429858789757 45.670469151926227 13.952511602323282 350.54729965308798 3333.3067111321961 69.665245958487503 76.044742060184944 16.561643609236853 12.704506275826132 91.377729369174631 168.47360235650558 6.2917486939113569 14.183704696246421 1.3291631075553585 1.5679316060850386 278.92063605046042 36.498972261280869 555.54717574524011 2374.6272500065679 2.4590020812174762 23.374131712014787 106.27061749483255 173.30837572487508 63.709397588165302 5.8867471986450246 0.42153311287984241 2.0898899186868221 3.6258589049102738 1.287122407229617 leaf_count=21189 128 57006 1155 482 10946 102885 2372 2028 869 393 4240 6144 129 363 28 159 13621 2106 20840 56850 148 495 2647 4682 1480 137 26 24 100 28 internal_value=2.66615e-11 0.000906963 -0.00174313 -0.00215578 0.000224693 -0.000100089 -0.00244945 -0.00432455 -0.00222921 0.000341529 0.00561776 0.00263687 0.00108814 0.00170895 -0.0139616 0.00609584 0.00246926 0.00519876 -0.00258204 -0.00155945 0.0138471 0.00126163 0.000663802 0.00163014 -0.000316744 0.00574441 -0.0186944 -0.00627577 0.00849692 -0.0265709 internal_weight=10120.3 6656.77 3463.56 3045.34 4633.34 4083.53 646.138 656.765 641.774 3437.39 104.082 549.818 379.776 364.731 15.0453 170.042 2023.42 317.879 625.212 2388.58 38.958 418.22 394.846 349.175 237.018 112.157 13.7162 7.4244 5.33451 1.70866 internal_count=313700 222555 91145 80549 149674 131727 24209 23217 24081 107518 4633 17947 11644 11309 335 6303 72881 15875 23212 57332 2254 10596 10101 8946 6162 2784 307 178 154 54 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=11 1 11 1 0 9 6 4 8 4 0 0 11 0 0 6 11 0 0 7 4 4 10 6 11 11 4 8 4 7 split_gain=17.5787 6.60225 6.43593 5.96372 4.05327 3.74963 3.0788 2.96496 3.30435 3.04527 3.48036 3.85506 3.05039 2.9591 2.87932 2.83927 2.82755 2.89928 2.79549 2.73122 2.56054 2.53542 3.05526 3.96947 5.46153 3.78199 4.932 3.66704 3.44093 3.25931 threshold=2.3910034894943242 1.0000000180025095e-35 -1.2297213077545164 1.0000000180025095e-35 0.33937859535217291 1.0000000180025095e-35 0.36600293219089514 12.70981844265012 0.41428571428571431 12.093747085401045 0.38184265792369848 0.37725278735160833 2.3584704399108891 0.3598031103610993 0.37036058306694036 0.68442630767822277 5.065364122390748 0.16725500673055652 0.3084580004215241 0.042058072984218604 18.899495640571285 8.7603777016451136 0.0071515334189480315 0.18831270933151248 3.2566190958023076 2.6745482683181767 10.002065211952511 0.38750000000000007 15.350336176119335 0.2125816345214844 decision_type=2 2 2 2 2 2 2 2 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 13 4 6 15 21 9 18 10 11 -7 -12 -1 -3 -4 -8 -18 -9 -6 -15 -2 23 24 -23 26 -24 -26 -25 -27 right_child=3 14 5 -5 19 7 16 8 -10 -11 12 -13 -14 20 -16 -17 17 -19 -20 -21 -22 22 25 28 27 29 -28 -29 -30 -31 leaf_value=-0.0047449606177430922 -0.00085334253767349697 0.00077106736666710354 -0.0014067624331864604 0.0035153316300251774 0.018334652491651632 0.00058095414248918002 0.0013893866559121664 0.063697190838967618 0.0063475104266667737 -0.02273173398946985 0.0073485138724995805 -0.020169590260072753 0.051739604322904975 0.00041833685581829378 0.006566754487134366 -0.022436332410667947 -0.0065301260888438991 0.013064031894919972 0.014416297032383195 0.0023859621329252547 0.028022220395855647 0.012925885401079371 0.0024337131165848591 0.023323150122078286 -0.045676318158842058 0.0018983518986524241 -0.01827303483652374 -0.0043991151498587308 -0.012338149150165132 0.029571039149258887 leaf_weight=669.28735532564315 1635.4429404317079 706.11529918909582 3475.7450843583292 937.66088316356399 9.7682401866768469 463.06718467519386 742.53820694691785 1.8428034912794853 17.261421647242969 4.9094892200082532 47.008195078349672 8.2004529063124192 1.4357282586861391 69.939739732973976 86.610288484836929 5.7877694660855914 8.432579144719055 35.027923471236136 2.366106673842296 904.12297893685718 3.1610508388839653 21.498214621038642 21.43300704844296 18.490056132664908 2.1940794293768731 166.67989463653066 20.024493943667039 16.534002239408437 2.8044945583678773 3.9206955603440283 leaf_count=23648 57527 19298 89352 32222 637 11869 25626 10 380 106 1037 160 30 1805 2293 210 224 2050 56 35314 29 611 611 818 31 6324 563 608 97 154 internal_value=2.28247e-12 -0.00113097 -0.0015523 0.00138374 0.000829919 -0.0010792 0.000244452 0.00123203 0.0121591 0.000784841 0.00100699 0.000219877 0.00866413 -0.00411901 0.00140428 -0.00144172 0.0018247 0.00926221 0.0359931 0.00255643 0.00161199 -0.000406181 0.00226693 0.00815293 0.00260852 0.000559326 -0.00756791 -0.00923493 0.0186266 0.00253432 internal_weight=10109.3 5562.74 4770.01 4546.57 3608.91 4027.62 2695.02 546.091 21.4703 524.621 519.712 471.268 48.4439 742.388 792.726 3481.53 785.999 43.4605 4.20891 913.891 73.1008 1909.02 273.579 61.5208 40.2263 212.058 41.4575 18.7281 21.2946 170.601 internal_count=313700 150283 128692 163417 131195 103210 95244 13648 446 13202 13096 12029 1067 25482 21591 89562 27900 2274 66 35951 1834 67344 9817 2165 1250 7652 1174 639 915 6478 is_linear=0 shrinkage=0.03 Tree=231 num_leaves=31 num_cat=0 split_feature=11 1 0 6 0 0 11 1 0 11 7 6 4 4 11 4 11 6 11 0 7 11 6 7 6 0 8 11 7 0 split_gain=17.4343 8.17659 5.06952 4.58125 4.39039 3.67199 3.63612 3.27778 3.01911 3.01141 2.91582 2.8436 2.78334 4.97176 3.72046 3.10199 3.74729 2.74431 2.7209 2.68492 4.5786 2.70122 2.66259 3.1932 2.63667 4.62518 2.47711 2.47312 2.47078 2.46596 threshold=1.2767197489738467 1.0000000180025095e-35 0.25645528733730322 0.17562498152256015 0.25095432996749883 0.42563462257385259 3.3822349309921269 1.0000000180025095e-35 0.26781304180622106 -4.9901404380798331 0.16146156936883929 0.45735916495323187 3.9965377525216632 4.3028247347184285 5.5944023132324228 4.4125566515740626 1.8882290124893191 0.45123457908630377 6.3776431083679208 0.33937859535217291 0.21614431589841845 4.2038879394531259 0.38833694159984594 0.13123659789562228 0.18831270933151248 0.3526489138603211 0.2678571428571429 3.49814784526825 0.097673386335372939 0.2361470311880112 decision_type=2 2 2 2 2 2 2 2 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 27 5 10 -4 -5 9 -8 28 11 -1 14 -14 -3 16 -15 -9 -16 20 -10 -22 23 -20 -18 -26 -12 -2 -6 -28 right_child=1 12 3 6 7 -7 8 17 19 -11 26 -13 13 15 18 -17 24 -19 22 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-0.0056260548907221342 -0.0016014052340889132 0.001031336129275336 -0.00074166430931388847 0.00094502577081768816 0.0065902482630083989 0.010371938850574677 0.01030703821351424 0.0012623836650585104 0.0005404506527752291 -0.0014165320002464759 -0.0028827730529509005 0.0075279490125377026 0.012862948066007804 0.050259547861830879 0.027098135554628401 0.0036422177855849245 -0.040868593500698991 0.015674717364314375 0.047489997051847366 0.0049148055328938145 0.026110928428832135 0.0021891204632117239 0.04981041510061672 -0.035151392425271891 0.051955608794471225 -0.043110361505425993 0.0047479597586585843 0.00095095530951877863 -0.0224042368530303 -0.0072069000726620626 leaf_weight=449.40868344674163 1359.1979965948269 570.26020645759218 1229.8114171927582 1689.2636874470882 3.5096911635482675 27.351863610263536 53.44252079391299 286.94339936738834 374.88105745885696 1848.9171510497199 485.01088860252639 15.29428331463714 54.445434150737128 0.64978966047055919 8.4485092239046917 710.60151734227475 3.608349290152546 12.404737340402788 0.52660202025435854 329.28619944926322 10.284897186895252 7.2380464627858592 0.63758465228602279 2.0943550779484212 0.898677530698478 0.94486779207363725 77.850085089201457 456.39351001436967 10.737869692980892 19.398259260276973 leaf_count=12585 37103 18568 44181 52819 149 1031 2141 7295 17186 47278 13542 415 1646 28 393 23392 68 288 43 15244 511 647 38 55 34 11 1400 13659 1414 536 internal_value=1.52395e-11 0.000850683 0.000339809 0.000973837 -0.00182629 -0.000499868 0.00172562 -0.00105425 0.00342678 -0.00152241 -0.00342096 -0.00519313 0.00294125 0.00412325 0.00137502 0.00345933 -0.0178397 0.00185962 0.0181161 0.00291728 0.00124106 0.0162298 -0.00517189 -0.0185471 -0.0259562 0.00323168 -0.00200658 -0.000959807 -0.0152618 0.00236331 internal_weight=10099.7 6890.27 5537.15 3721.56 3209.48 1257.16 2464.4 2162.51 775.133 1863.16 1046.96 464.703 1353.12 771.149 581.967 716.703 6.10168 299.348 11.7071 721.69 392.404 17.5229 3.25854 2.62096 5.45189 1.84355 582.259 1815.59 14.2476 97.2483 internal_count=313700 228798 184522 133760 84902 45212 88548 56424 35729 48841 28478 13000 44276 25179 19097 23533 141 7583 529 33588 18344 1158 136 98 113 45 15478 50762 1563 1936 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=31 num_cat=0 split_feature=11 11 1 6 4 0 10 11 0 9 10 10 7 10 0 7 0 10 6 11 0 10 10 6 11 7 7 11 10 6 split_gain=17.1569 6.40863 5.80184 3.84085 4.05305 3.70328 3.16929 4.03609 3.02218 3.71209 5.1808 5.26296 4.96894 5.35561 4.90307 6.27752 4.06604 3.94772 3.17073 3.15329 2.84089 2.81196 3.24513 2.7771 2.72707 7.24853 3.2974 3.51342 3.34766 3.11193 threshold=2.3910034894943242 -0.33340509235858912 1.0000000180025095e-35 0.45476210117340093 8.7603777016451136 0.30140350759029394 0.00054614010843323524 5.4510622024536142 0.20515289902687076 1.0000000180025095e-35 0.0097911225303275468 0.025555343145096113 0.2135785445570946 0.015731455527800978 0.1881305277347565 0.2484482824802399 0.10841426625847818 0.0087993856501000795 0.49350924789905554 3.9215952157974248 0.25407753884792333 0.0034362804159140396 0.00063840017949790006 0.43656079471111303 3.63657557964325 0.21489399671554568 0.18322230130434039 3.3027691841125493 0.0021288017805445318 0.64181154966354381 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 3 4 -2 -3 23 -8 9 14 17 12 13 -12 15 24 -14 21 -13 -16 -1 22 -11 -6 26 -26 -5 28 -28 -27 right_child=2 5 -4 8 6 -7 7 -9 -10 10 11 18 16 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31 leaf_value=-0.0047475953788282737 -0.00017809168876500904 -0.0012430883377703868 0.0034740633036478758 -0.033829695998451072 -0.0064620022473556192 0.00059122044477628486 0.0027228820229507557 0.023183782832604062 0.0041637770484132175 0.049893561622546947 0.054006678163932939 -0.041646528280687524 0.00049281440821937568 -0.048412590020920361 -0.0071591188405128016 -0.02054900144782423 0.039708622214724473 -0.046714054617164318 0.0050032247706383324 -0.033162700018702695 -0.0018908063788219121 0.0065404942716948584 -0.034968701618167855 -0.065655621697608038 0.025755618524702026 -0.0097199689253372242 0.02844292994025403 -0.015211882198015971 0.00043432039334796024 0.012983535236786603 leaf_weight=483.37329843631233 2385.678690766109 2562.2627323353672 935.07379107507768 2.8870194738265118 22.002987193525772 1614.8759855618609 557.64695041780215 8.8138181286994932 469.13611095451415 0.46504959464073481 0.66151424561395034 1.4985132684232656 3.0017348877154282 1.5047090342268346 9.7846780128311384 12.683346611156592 11.479732574312946 1.9733094058465201 10.49613170611701 7.3494561358820638 890.32791279174671 10.401633905479683 3.1698664044961333 0.73721987009048362 13.437729558208956 15.545217098202558 4.4684146913932663 11.133853969542541 27.335711974214064 8.3533747545443457 leaf_count=15860 84787 66616 32222 49 754 42029 20484 704 20760 27 31 26 43 30 280 399 260 27 508 129 25778 219 95 3 185 348 66 229 597 155 internal_value=1.12679e-11 -0.00111851 0.00136854 0.000821892 0.000372213 -0.000533947 0.0026004 0.00304124 0.00295624 -0.000637583 0.00668538 0.0143253 0.0252409 -0.0171361 -0.00353181 -0.00088938 0.0315799 -0.00698273 -0.000824815 -0.018313 -0.00289604 -0.00139716 -0.0241115 -0.00838101 0.00210901 0.00812759 -0.00279469 -0.000707989 0.00436947 -0.00178432 internal_weight=10087.6 5550.84 4536.72 3601.65 2974.88 4177.14 589.201 566.461 626.767 157.631 44.6522 28.6423 16.6477 2.16622 112.979 95.8447 14.4815 16.0099 11.9946 17.1341 1373.7 14.0365 3.63492 22.7402 83.1613 37.3363 45.825 42.938 31.8041 23.8986 internal_count=313700 150283 163417 131195 106732 108645 21945 21188 24463 3703 1266 898 364 61 2437 2028 303 368 534 409 41638 341 122 757 1629 688 941 892 663 503 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=11 1 11 0 9 0 4 8 0 1 0 6 6 6 8 10 11 6 10 0 6 11 4 11 0 11 11 7 4 8 split_gain=17.0299 7.70399 6.96263 4.8794 4.51743 3.97024 3.04054 3.56892 2.7545 2.6904 2.68879 2.67967 3.3915 3.89957 4.54354 3.29728 2.78819 5.2249 3.57704 2.64687 5.03259 3.18344 3.57171 2.81453 2.66034 3.36439 4.39648 4.04813 3.06746 2.65289 threshold=2.7666904926300053 1.0000000180025095e-35 -1.2297213077545164 0.28870338201522833 1.0000000180025095e-35 0.24846091866493228 13.103616049815514 0.41428571428571431 0.3598031103610993 1.0000000180025095e-35 0.45210778713226324 0.64181154966354381 0.49705748260021215 0.48556268215179449 0.43650793650793657 0.0050854339449659678 0.059304323047399528 0.51755440235137951 0.0009428146810170902 0.15876720100641253 0.58749014139175426 1.3362913131713869 5.916876596121222 0.33453345298767095 0.1881305277347565 1.2767197489738467 1.5022576451301577 0.19641235470771792 10.547326135264862 0.29285714285714287 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -2 5 11 -6 -8 -1 -5 -11 12 13 -4 -15 -13 -14 -18 -19 20 21 22 -20 -21 25 -25 -27 -28 29 -26 right_child=3 -3 4 9 6 -7 7 -9 -10 10 -12 15 16 14 -16 -17 17 18 19 23 -22 -23 -24 24 28 26 27 -29 -30 -31 leaf_value=-0.0046564185321130661 0.00043749587579447214 0.0015555775213937724 -0.0027748675164572072 0.0020300823550073246 0.00095858992427971356 -0.00067601153847147608 0.037241657834641284 0.0065335565482114886 0.0014836678058008671 0.0043853663090482999 0.028217163632058187 -0.026362345561996445 -0.010126295011008301 -0.029583216534963847 0.029672038103177485 -0.0044489507012758561 0.021439655601589565 0.036802741976605109 0.0099557243079136607 0.026907491332624447 -0.0059661101428302235 0.030517523445820878 -0.069104551662373212 -0.036296612546152567 -0.0037783743329947617 0.040377200799668292 0.018283403949978735 -0.024619062201095956 -0.058404133180064419 0.020734286613247169 leaf_weight=666.78506478675808 1592.0754191687865 970.74384246156387 1143.0924946026325 1468.7440280471765 659.32582498004922 2853.0275410174072 4.1372746932320323 19.276993812934961 72.950390054727904 487.51941576594982 4.2983159662398966 9.4059415583033132 12.824333096999906 8.6441590081376471 1.3459554971195746 18.018032717925962 14.259494347556027 2.4928118390962473 4.2190966629423228 2.3977493430720633 12.892818357562644 9.0763832671800611 0.5856728646904229 4.9388553479220745 15.034340246522339 1.5436720550060261 2.6437036781571788 7.8772703815484419 0.76715225726365943 5.4010604261420658 leaf_count=23648 52165 27035 28835 62626 17215 77809 74 447 1834 18795 149 184 376 168 12 488 345 42 82 37 308 180 4 87 407 29 44 159 4 112 internal_value=1.01456e-11 -0.000910132 -0.00134118 0.00167128 -0.000924724 -0.00129838 0.00133587 0.0119596 -0.0040509 0.00267317 0.00459365 -0.00268836 -0.00248485 -0.00293796 -0.0215998 -0.0119649 0.00290408 0.00489035 0.0015129 0.000207263 0.00752971 0.0200646 0.000318746 -0.00462113 -0.00659981 -0.0154397 -0.00690165 -0.0138386 0.000489418 0.0027003 internal_weight=10076.3 6523.71 5552.96 3552.64 4813.23 4130.49 682.74 23.4143 739.735 1960.56 491.818 1277.46 1250.04 1153.08 9.99011 27.424 96.9544 84.1301 69.8706 67.3778 26.774 13.8812 4.80477 40.6038 38.2061 17.0035 12.0646 10.521 21.2026 20.4354 internal_count=313700 179965 152930 133735 127448 109712 17736 521 25482 81570 18944 31903 31231 29015 180 672 2216 1840 1495 1453 574 266 86 879 842 319 232 203 523 519 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 4 6 0 7 6 0 7 1 8 11 0 11 6 6 0 10 0 0 11 7 4 5 6 7 7 split_gain=16.7134 8.31047 4.7301 4.43882 4.00533 3.01703 5.10818 3.03635 2.93997 3.76879 2.78233 4.31673 3.15937 2.76631 2.62722 2.60945 2.71366 2.62534 2.70825 3.70207 3.08538 2.61532 4.0573 3.70412 2.6675 2.61135 3.4162 3.30251 2.64368 2.61762 threshold=1.1536204218864443 1.0000000180025095e-35 3.5142571926116948 0.26852519810199743 0.25718426704406744 3.4051711981388286 0.19603241235017779 0.26296238601207739 0.2074803560972214 0.09835804253816606 0.24121113866567614 0.10537737980484964 1.0000000180025095e-35 0.73214285714285732 -2.6275770664215083 0.37437555193901068 4.147409439086915 0.040838092565536506 0.15190938115119937 0.45210778713226324 0.14863014605158933 0.44009289145469671 0.39967928826808935 2.1371010541915898 0.080596741288900389 3.1611572860905777 2.9300473051684981 0.45735916495323187 0.04869522154331208 0.23893509805202487 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 8 7 -7 10 -2 -10 11 -1 -12 -11 -9 -3 17 21 20 25 -19 22 -17 -23 -25 26 27 28 -20 -27 right_child=1 15 -4 -5 -6 6 -8 14 9 13 12 -13 -14 -15 -16 16 -18 18 19 -21 -22 23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.011420610201971578 -0.0024262877874953069 0.0023176981206354738 0.001788241084792838 -0.00087128211819458273 0.00044808933618943072 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11.647665719996438 0.7149733775295315 0.92461690350319259 108.67921150561597 2.761906834319233 2.357703967485576 12.436291434452867 0.56455853208899398 leaf_count=2509 27377 37781 58328 44130 90947 5662 4787 292 1819 9891 5541 15225 558 273 1292 413 1772 616 18 120 36 57 342 12 41 3349 45 119 341 7 internal_value=9.09856e-12 0.0007984 0.000291818 -0.00187133 -0.000208916 -0.00319811 -0.00110994 -0.00420298 -0.00149781 0.000484959 -0.00376264 -0.00476135 -0.000714706 -0.000547133 -0.0113066 0.00289058 0.00587064 0.00422535 0.00581427 0.0043219 0.016733 -0.00412705 -0.000630199 -0.0277818 0.00573848 0.00345788 -0.00693841 -0.00156424 -0.00729986 0.00522639 internal_weight=10067.9 7056.99 5681.36 3010.86 4256.91 1294.03 420.408 873.626 1437.28 458.388 822.633 619.607 203.025 400.705 50.9935 1375.64 221.809 178.039 149.583 131.596 17.9865 28.4559 24.791 3.66483 1.63959 127.827 18.5834 15.8215 13.4638 109.244 internal_count=313700 233704 188635 79996 130307 35866 10449 25417 39360 11983 23833 17734 6099 10164 1584 45069 7288 5516 4651 3999 652 865 755 110 53 3879 523 478 359 3356 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=31 num_cat=0 split_feature=11 1 11 0 4 6 6 6 9 11 4 6 4 11 0 8 4 0 0 8 0 7 7 10 10 10 6 4 5 0 split_gain=16.5697 6.35938 5.98564 5.74941 4.45493 3.82349 3.25406 3.46738 3.17451 3.1184 2.86288 3.03499 3.7924 4.86637 4.56672 2.94526 2.82196 3.12167 3.54921 2.90052 2.78868 4.38487 3.34677 2.9068 2.89444 2.65986 2.64994 2.65731 3.0259 2.60627 threshold=2.3910034894943242 1.0000000180025095e-35 -1.4128691554069517 0.32842732965946203 8.7603777016451136 0.36330509185791021 0.45476210117340093 0.5090903937816621 1.0000000180025095e-35 2.4064546823501591 18.899495640571285 0.0057538880500942477 6.8726822717968679 -1.616288900375366 0.26781304180622106 0.18333333333333338 12.70981844265012 0.38184265792369848 0.37725278735160833 0.41428571428571431 0.33773362636566168 0.068092878907918944 0.13963136821985248 0.0093112968150830273 0.010064497588025747 0.0065659787878686879 0.040838092565536506 13.721631221216962 5.0488622592236858 0.37036058306694036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -2 10 20 -4 -5 11 12 -1 15 -15 -14 17 18 -10 -18 21 -8 -22 -23 -25 -6 -13 28 -28 -3 right_child=3 29 8 9 25 -7 7 -9 16 -11 -12 26 13 14 -16 -17 19 -19 -20 -21 22 23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0043088421931790763 -0.00054330814419932929 0.00079154909896185152 -0.0014208784173209152 0.020641438412458333 0.0085140415590246842 0.0019537635488189168 0.044068758159457065 -0.0038886012517100619 0.00020353229818371148 0.002778905755149449 0.020201567283653292 -0.02219277314686972 0.056108556563437384 -0.040276950638098476 0.045652135665413526 0.00029064299788810318 0.034582813425161202 0.0077447070021360699 -0.019168660664329353 0.0063629291805600225 -0.024991476491068136 -0.013437662039757187 0.023016155221132688 0.039375651128467935 0.0020836249596530429 0.0023481525826194445 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-0.000908685 0.00880127 0.0350392 0.00257561 0.00101973 0.000592706 -0.000143542 0.0117397 0.00578942 0.00192019 0.0177197 -0.000360382 0.00477594 0.00369904 -0.00666948 -0.00628897 -0.00602623 0.0013949 internal_weight=10059.2 5534.99 4746.92 4524.24 3051.63 2683.6 651.489 140.414 4095.43 1472.61 511.075 507.142 103.381 26.8122 5.14188 21.6704 554.806 533.552 483.753 21.254 54.3707 41.0556 13.3151 38.9482 27.9647 368.034 403.761 394.101 389.668 788.07 internal_count=313700 150283 128692 163417 105312 92272 23217 4638 105475 58105 18579 18516 3914 718 88 630 13914 13466 12363 448 1691 1352 339 1278 919 13040 14602 14204 14055 21591 is_linear=0 shrinkage=0.03 Tree=236 num_leaves=31 num_cat=0 split_feature=11 1 11 0 0 6 0 6 9 7 0 11 10 6 6 6 0 6 6 6 11 6 11 10 7 7 2 0 6 0 split_gain=16.2875 9.28164 5.52808 4.65705 3.68478 3.27889 3.38526 2.89604 2.82998 3.743 3.9919 3.40185 3.00991 2.94434 3.71521 3.76892 2.69783 3.38351 3.39272 2.80479 2.54202 3.27878 3.02963 2.82602 2.53989 2.49435 2.438 2.45625 2.37326 2.35026 threshold=0.43509620428085333 1.0000000180025095e-35 3.5142571926116948 0.25718426704406744 0.25018066167831426 0.040838092565536506 0.37036058306694036 0.052050825208425529 1.0000000180025095e-35 0.22877723723649981 0.22302854061126712 0.66328173875808727 0.01507540568290189 0.25531932711601263 0.2907406240701676 0.32111552357673651 0.10225538164377214 0.37262986600399023 0.4058642983436585 0.60816988348960888 0.33453345298767095 0.28346157073974615 -0.87831723690032948 0.14863014605158933 1.0000000180025095e-35 0.13843659311532977 1.0000000180025095e-35 0.13908997178077701 0.21743451058864596 0.33937859535217291 decision_type=2 2 2 2 2 2 2 2 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 8 20 -3 -7 -8 -2 10 11 -10 13 -11 -15 -16 17 -14 -19 -20 21 24 -23 -24 -1 -9 29 -28 -12 -4 right_child=1 5 26 -5 -6 6 7 25 9 12 28 -13 16 14 15 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.027333144711021089 -0.0021044260011980702 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1.4402187149971721 1.1471273042261603 1.4725652288179842 30.403063267556718 127.00270557007752 115.37551856982464 2.4551779948524191 387.80303164342331 93.743785078142537 1.8671528385020781 4.3067655605927939 46.085859008890111 398.69586577492737 leaf_count=305 39758 6892 39360 103180 37765 34078 66 4887 86 31 146 2297 38 86 114 1185 970 19 23 38 752 4643 2499 170 11652 2238 74 366 1454 18528 internal_value=-7.55399e-12 0.000611307 0.000121707 -0.000340907 -0.00238639 0.00274424 0.00328882 0.00671631 -0.00159929 0.00129759 -0.00170657 -0.00512553 0.00563649 0.00150508 0.00247393 0.000776306 0.011838 -0.00364775 -0.0230711 -0.00273694 -0.00421607 -0.00381182 -0.00108731 0.00237733 -0.00551111 0.00639412 0.00177478 0.0205858 0.00517467 0.00169279 internal_weight=10048.4 7999.24 6505.86 5083.3 2049.12 1493.38 1298.5 216.171 1740.55 258.439 152.708 102.019 105.732 63.4567 62.0617 58.9105 42.2749 8.16859 4.05991 2.61969 667.782 637.379 244.833 117.831 392.545 214.326 1422.56 6.17392 50.6885 1416.39 internal_count=313700 255914 207753 149425 57786 48161 41269 7191 46245 6487 3983 2383 2504 1416 1385 1299 1088 118 80 61 20021 19269 7312 2669 11957 7125 58328 440 1600 57888 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=11 1 0 11 6 11 9 1 7 0 6 6 11 4 6 4 4 10 6 0 0 4 7 7 6 8 5 4 0 11 split_gain=16.0626 6.90891 5.47502 4.74581 4.48758 4.12076 3.83018 3.6007 3.56364 3.51611 4.75081 3.57454 3.24766 5.28356 5.40822 3.18104 3.14593 2.94635 2.97191 2.91121 2.79427 2.74155 2.81452 3.71672 2.72448 2.95264 3.17949 3.53012 2.80015 2.72137 threshold=1.9298174381256106 1.0000000180025095e-35 0.37437555193901068 -1.2297213077545164 0.044553544372320182 4.4022364616394052 1.0000000180025095e-35 1.0000000180025095e-35 0.038492428138852126 0.39052157104015356 0.42534138262271887 0.43915036320686346 4.9189181327819833 2.5403740476076084 0.7033173441886903 5.7287298032474538 6.171540406224719 0.14863014605158933 0.7033173441886903 0.25718426704406744 0.2361470311880112 15.126169668732652 0.2526784241199494 0.2551353126764298 -1.0000000180025095e-35 0.18333333333333338 4.96727735829033 7.3515224885328125 0.22302854061126712 2.1016156673431401 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 21 8 24 19 -4 11 -11 15 -13 14 -14 -7 -17 18 -12 -6 -3 22 -2 -24 -5 -26 -27 28 -28 -9 right_child=2 20 5 6 7 9 -8 29 -10 10 17 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.0039847153245953946 -0.0023241586561392733 -0.0039245617073744602 0.037952172972167908 -0.0080746056988408726 -0.0004912493449254913 0.036045233341366958 0.0014509065223151829 -0.0041085640722389998 0.0024235842149201445 0.0008689394174370991 0.032132299038761532 0.021744727860806275 -0.048787543578708521 0.015052720792085472 0.056595346256017247 -0.019994583038976738 0.019365198091258827 -0.020580987460922271 -0.013109814169585218 0.00131184299526349 0.0024315866965808593 0.0083481510612021682 0.044866111713744376 0.004293303320936497 -0.0025541409355388334 -0.00070063056940407255 -0.02681358137254931 -0.0067502421716257163 0.030812842192927778 0.0032629452407777304 leaf_weight=734.67932134142575 605.9931434906141 70.72242037075921 2.5517827022995325 59.147847847561934 1289.4303847885421 9.7192235263501079 396.40621084547456 47.831343420159101 593.57752452269051 53.590335885079185 9.9287699959240836 5.059787981095722 3.2585322716040541 3.950574207236059 0.50639746617525805 2.0856871556025025 14.770986895964596 1.3567457925528277 1.5047982186079014 2149.0729965874179 519.46419600148147 23.906716293829959 2.4173431351955506 12.748656983721729 1339.0263219335156 1291.844232606396 0.83959743939339926 4.8007658065762362 7.8950416310690343 781.59983559108332 leaf_count=25482 23832 1757 256 1619 36000 463 9720 1440 19280 2088 715 286 69 271 8 57 691 62 20 81846 13816 959 125 698 33536 32059 28 137 207 26173 internal_value=-1.70615e-11 -0.00135173 0.00106524 -0.00181679 0.000711166 0.00354376 -0.00130301 0.00106366 0.00257567 0.00900199 0.0047898 0.0161074 0.00306643 -0.0091827 -0.0346131 0.0223764 0.0144952 0.0212179 0.0261779 0.000635688 0.00166993 -0.00162101 -0.00200469 0.0107603 -0.0017068 -0.00156437 -0.000549078 0.0139153 0.0252736 0.00283785 internal_weight=10039.7 4424.83 5614.86 3834.64 4913 701.861 3099.96 4267.93 596.129 105.732 66.3806 39.3512 12.7753 7.7155 3.76493 26.5759 16.8567 12.7903 11.4336 3438.5 590.187 645.066 621.159 15.166 2703.55 2644.41 1305.38 13.5354 8.73464 829.431 internal_count=313700 118361 195339 102788 171073 24266 77306 145459 19536 4730 2885 1845 634 348 77 1211 748 797 735 117846 15573 25614 24655 823 67586 65967 32431 372 235 27613 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=31 num_cat=0 split_feature=11 11 0 1 6 4 11 10 0 4 4 11 6 4 11 0 10 10 7 0 1 5 10 0 7 0 11 4 11 10 split_gain=15.8261 7.15485 4.84726 4.70019 3.15591 3.73516 3.61323 4.69137 2.92154 3.14253 2.85251 4.45071 2.65061 3.20669 2.62476 2.86692 4.4813 2.93997 2.55842 2.53748 2.51092 3.20605 2.4667 2.44724 4.01781 3.31748 4.86623 3.69501 3.04928 3.56166 threshold=2.7666904926300053 -0.33340509235858912 0.30267301201820379 1.0000000180025095e-35 0.45476210117340093 6.7518917076548615 5.4510622024536142 0.00013247890776157958 0.30397948622703558 15.350336176119335 6.9050584687726806 3.2875232696533208 0.43077878654003149 6.6500946802413532 -4.3557312488555899 0.39052157104015356 0.013268993951707666 0.011598010538824257 0.14958461374044421 0.45210778713226324 1.0000000180025095e-35 4.96727735829033 0.052009609696174415 0.3665823638439179 0.20189173519611361 0.39709493517875677 2.4542512893676762 6.6156313898353361 2.1720671653747563 0.0089440844882255916 decision_type=2 2 2 2 2 2 2 2 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 14 -3 4 5 12 10 -8 9 -4 11 22 -2 -14 -1 -16 17 -17 -18 -5 23 -22 -7 -10 28 27 -27 -26 -25 -30 right_child=3 2 8 19 -6 6 7 -9 20 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.0089744769008394416 7.916152230125312e-05 -0.0010993105140890489 0.0071211482067856866 0.003595339645024597 0.0031906727712208726 -0.0090428240481108309 -0.04122289766779904 0.024908482332966594 -0.00064742701429420808 0.051074156280805687 0.0019023516612031097 0.029020687040101509 -0.0066752620303631594 0.050082122751194877 -0.0028228279303468421 0.011513242184790854 -0.01579851485385771 0.048038442232009641 0.0026513258984718793 0.027396711793961959 0.0023729084298822153 0.021544815082566716 0.048840840775665272 -0.0012040940463066501 0.0081610221276438959 0.0073675537144085078 -0.027877915359685528 0.028955050507742244 -0.0026344726497576697 0.0078256253454377592 leaf_weight=59.472983004894559 1591.1801368875058 3141.7754681876177 38.932025838148547 745.16127563924238 506.13711449364928 6.3105147253372698 1.06053464161232 10.767588985447217 1125.8936833382941 1.5212166975252319 593.49407882649029 8.80391459004022 68.061138291843235 0.90783866890706022 1250.072474472574 17.361596701666716 9.2242083795135823 2.2391537087969473 25.366368364833761 4.0531974269833873 387.73562391845189 8.0124564717116282 0.74032688076840703 231.94086064853036 22.01547639065393 18.39039207840688 4.3617437557550138 11.820314605836755 43.115080763265723 91.412191124989477 leaf_count=4975 59026 84103 1121 26629 21027 146 17 938 31567 12 23029 290 2403 24 35593 309 226 24 511 149 11406 160 57 5264 468 350 73 232 993 2578 internal_value=3.75566e-12 -0.000879768 -0.000366064 0.00161459 0.00104759 0.000572128 0.00255661 0.018979 0.000794401 0.00877397 0.00223784 0.0147961 -0.000170406 -0.00592816 -0.00281103 -0.00252998 0.00422539 0.0156858 -0.00226866 0.0037241 0.000628411 0.00276107 -0.00296513 8.35288e-05 0.00202885 0.00946885 0.00061075 0.0154253 0.000880004 0.00447323 internal_weight=10027.3 6490.66 5126.93 3536.68 2787.46 2281.33 621.177 11.8281 1985.15 40.4532 609.349 15.8548 1660.15 68.969 1363.74 1304.26 54.1913 19.6008 34.5906 749.214 1944.7 395.748 7.05084 1548.95 423.056 56.5879 22.7521 33.8358 366.468 134.527 internal_count=313700 179965 138327 133735 106957 85930 24477 955 54224 1133 23522 493 61453 2427 41638 36663 1070 333 737 26778 53091 11566 203 41525 9958 1123 423 700 8835 3571 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=11 1 11 0 11 6 0 0 11 6 8 4 4 7 4 6 4 0 4 11 7 6 11 4 11 10 6 6 10 0 split_gain=15.616 9.56295 4.78195 4.22602 4.08941 4.58461 3.93991 3.71517 3.16788 3.35595 3.00941 3.76487 3.12725 3.01691 3.9747 3.61434 3.59925 5.16684 3.07775 2.91356 2.8853 2.71012 2.98985 2.90721 2.6615 3.23596 2.60096 3.67859 2.6673 2.7773 threshold=0.86810946464538585 1.0000000180025095e-35 3.5142571926116948 0.28996926546096807 -4.3557312488555899 0.20870899409055713 0.2124743461608887 0.25718426704406744 -6.4826273918151847 0.33492927253246313 0.23611111111111113 3.620247068523311 3.9965377525216632 0.21489399671554568 4.4125566515740626 0.33492927253246313 5.4987635212918056 0.22170805186033252 11.998147642777623 1.1847416162490847 1.0000000180025095e-35 0.040838092565536506 5.5944023132324228 17.23079907578424 3.3822349309921269 0.037698860711195444 0.38607259094715124 0.57572022080421459 0.0012890266681249154 0.22431848943233493 decision_type=2 2 2 2 2 2 2 2 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 7 4 5 -1 8 10 -7 -10 20 -12 26 -14 15 -15 -16 -18 -19 -17 -2 23 -23 -3 -22 -26 28 -28 -13 -30 right_child=1 21 -4 -5 -6 6 -8 -9 9 -11 11 12 13 14 16 19 17 18 -20 -21 24 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.027324751774908607 -0.028449565312177245 -0.0010480386791588275 0.0016981898110964161 -0.00062338663483081614 -0.0028187816935149679 -0.015389915020403697 -0.022195081853941992 0.00031768707747331502 0.02492293531932423 -0.011001686495191614 0.0065927211149517809 0.036548867212983824 -0.0012940033481776809 0.036074349155414034 -0.012713752935665535 0.04248234888847395 -0.0017284643675030786 0.029401537653406359 -0.028754173170916959 0.0024410857372020411 -0.001949823057370694 0.0032114515322078097 0.014564545807590404 0.026970166153114632 -0.0059498412805580317 -0.028210781220358815 0.020519477345089427 -0.023764043000660196 -0.035831292327945276 -0.0021319418202998788 leaf_weight=12.938523568631352 3.7974389201262957 177.71403434454623 1415.6692172080047 1117.536936652743 1423.86362177923 5.3057350978924651 8.0957922972302168 3029.9852610333874 7.0645932602346893 3.4996528428600868 76.900181218225043 0.66085571516305464 313.89321436666069 6.2086226696264957 12.523268283664946 1.9152336996048678 22.634778911800822 9.0981536373146774 0.90003323275595981 11.197638998040928 1047.1272467071976 1223.4267201362427 21.239225635654293 3.3967249507550141 37.191469707904616 6.9800259912590255 3.9461183602397787 2.9506164914928377 7.2529040900990349 3.1599533639382571 leaf_count=1415 221 6338 58328 28112 38469 364 1151 96361 240 331 1902 11 8548 64 462 15 621 266 20 180 28334 39030 965 163 1191 208 108 57 130 95 internal_value=3.12791e-11 0.000697271 0.000173572 -0.00201199 -0.00307433 -0.0129339 -0.00516458 -0.000295807 0.00352322 0.0130221 -0.00148106 0.000518004 -0.000660644 -7.98951e-05 0.00583068 0.0172176 0.000958425 0.00620528 0.0241664 0.00828941 -0.00234495 0.00290626 0.00340518 -0.000522558 -0.00225411 -0.00946754 -0.0128884 0.00157375 -0.0218955 -0.0256047 internal_weight=10018.1 7439.77 6013.99 2578.3 1460.77 36.9043 23.9658 4598.32 15.87 10.5642 1568.34 473.242 396.341 378.371 64.4777 19.3215 45.1562 32.633 9.99819 13.1129 1095.1 1425.78 1244.67 181.111 1091.3 44.1715 17.9704 6.89673 11.0737 10.4129 internal_count=313700 243618 197122 70082 41970 3501 2086 138794 935 571 42433 12479 10577 10176 1628 259 1369 907 286 195 29954 46496 39995 6501 29733 1399 401 165 236 225 is_linear=0 shrinkage=0.03 Tree=240 num_leaves=31 num_cat=0 split_feature=11 11 1 0 7 0 6 1 0 4 6 0 6 11 6 11 11 11 8 6 6 0 0 6 7 6 6 0 11 11 split_gain=15.4083 6.79489 4.78991 4.62352 4.35741 3.25673 3.29164 3.21391 2.61751 2.59872 2.91577 3.45577 2.65717 2.60195 2.58002 2.76977 3.03886 2.53833 2.74782 2.67755 2.8986 2.42274 2.35953 2.31689 3.47505 3.26744 5.64468 3.93111 3.54397 7.3503 threshold=2.7211050987243657 -0.33340509235858912 1.0000000180025095e-35 0.3598031103610993 0.2006943076848984 0.25867623090744024 0.19603241235017779 1.0000000180025095e-35 0.25407753884792333 8.5669625494329349 0.558597892522812 0.20091342926025393 0.61618208885192882 2.2582765817642216 0.22589550912380221 2.5658881664276127 2.4857645034790044 2.8403906822204594 0.58571428571428574 0.35884784162044531 0.36104553937911993 0.41566370427608496 0.10841426625847818 0.34966887533664709 0.061730451881885536 0.39784461259841924 0.3908649235963822 0.24591194838285449 3.4152158498764043 3.7895874977111821 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 7 -5 17 21 -3 -1 10 -9 12 -12 -14 15 16 -6 19 23 -2 -21 -7 -22 -19 -25 26 28 -28 -26 -30 right_child=2 3 -4 4 14 6 -8 9 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 20 22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0045590506582153323 -0.0021401351295773636 -0.0010691742357369705 0.0036522121717277711 0.001106161034594808 0.015028289270143769 -0.00032720987482926758 0.0026153464167949711 0.00012042438460687049 -0.0018028539351719766 0.0055055141973840331 0.054574310006292349 0.030786162402981074 -0.043946980287270419 0.039840613439424521 0.0051387178864297604 0.044517832304437822 -0.061534745213111287 -0.001547171034139235 0.0095547208797628781 -0.050358726945592978 0.023191860595456512 0.0084846875349969958 -0.014135838663462779 -0.028118330529423443 -0.004823742298737884 0.00024459069532198167 0.034086185882318383 -0.029642772023484164 0.026419531307127844 0.00081439568022702259 leaf_weight=478.03726618974542 57.222804197575783 3706.4553851036071 772.0071200006314 540.91788521782291 19.596014671376913 669.38229167183908 1244.8687950568183 561.69490502341705 882.76107273118578 105.51952839534715 0.445883220469112 5.7744101620919537 1.5900378352962437 0.42212098650634278 53.064472452097107 2.9111520288279271 0.47794768586754699 508.86399874920437 26.322309387371206 1.8476656349375868 1.6572512561688224 29.310443738255344 18.965096611747867 3.475566453736973 25.133793495362625 233.88828433087474 9.2501372118713299 0.96170150721445757 14.998584233690051 30.831366778933443 leaf_count=15860 1650 100217 27491 13867 447 27428 52941 15962 25778 2772 25 129 28 22 1065 51 15 16046 1263 16 50 1246 578 161 727 6491 226 40 346 762 internal_value=3.16527e-11 -0.000891618 0.00155396 -0.000379988 0.0020515 0.000990922 0.00169041 -0.000722339 -0.00277108 0.00118089 0.000380202 0.0181047 -0.0116866 -0.0263696 0.0087754 0.0171712 0.0132054 -0.000465559 1.2419e-05 -0.00558599 -0.0143613 4.24528e-05 -0.0111361 -0.000291152 0.00171533 0.00204443 0.00723025 0.0280845 0.00422928 0.00919409 internal_weight=10008.7 6359.67 3648.99 4998.87 616.967 2876.98 1943.56 4381.9 1360.8 675.447 569.927 8.23245 2.45804 2.01216 76.0496 22.9851 20.074 933.419 853.726 79.6928 22.47 698.693 20.6223 827.403 318.539 315.064 81.1756 10.2118 70.9637 45.83 internal_count=313700 176238 137462 134600 15445 109971 81615 119155 41638 18938 16166 204 75 50 1578 513 462 28356 26062 2294 644 28674 628 24799 8753 8592 2101 266 1835 1108 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=31 num_cat=0 split_feature=11 0 1 11 1 11 6 9 0 6 11 8 11 11 11 10 6 0 7 6 0 0 6 10 10 5 6 6 0 0 split_gain=15.146 7.37945 4.4714 4.31072 3.73042 3.20612 3.19148 2.80206 3.13005 2.80043 3.25672 2.7267 3.02236 3.6604 4.38133 3.36687 3.63259 3.86225 3.24472 6.5194 3.53526 3.12242 3.78947 2.73971 2.72772 2.70846 2.64678 2.57187 3.27505 2.52481 threshold=1.4207190871238711 0.27847930788993841 1.0000000180025095e-35 -2.3216673135757442 1.0000000180025095e-35 4.3660504817962655 0.50447744131088268 1.0000000180025095e-35 0.23715520650148394 0.20169251412153247 5.998493194580079 0.29285714285714287 3.7895874977111821 3.8751226663589482 3.9215952157974248 0.00029748057986944692 0.30236008763313299 0.25407753884792333 0.23893509805202487 0.52206951379776012 0.21728488057851794 0.25018066167831426 0.43915036320686346 0.0009428146810170902 0.29028509265057073 7.0064520964277923 0.62301644682884227 0.21743451058864596 0.28106035292148596 0.30717571079730993 decision_type=2 2 2 2 2 2 2 2 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 11 5 29 6 25 -5 8 -6 -4 27 12 -2 15 18 -14 17 -17 19 20 -15 -18 -23 -19 -13 -3 -8 28 -11 -1 right_child=1 2 9 4 7 -7 26 -9 -10 10 -12 24 13 14 -16 16 21 23 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0065612400246841986 -0.0014199150283018469 0.00073763066454697645 0.0014510604319101512 -0.0020223354297838501 -0.0068622948558696639 0.0042237407756605169 0.0033146747635261057 0.011898008768956695 0.0018514221740064348 -0.038301648623720506 0.03230129841478005 0.001399197149115959 0.043839754753200719 -0.032023354189325393 0.0013303869091272564 -0.010706392855953359 0.023162302789619841 -0.060315376931231943 -0.038049303214208546 0.041672480508931575 -0.0034431161158014218 0.017804434137655291 -0.042607349911915025 0.022759145339759475 -0.061916821553244156 0.013719106151178093 -0.0027841637881753267 0.0041363208924714073 0.013804354834934515 -0.00087379655185084793 leaf_weight=234.04736183557907 1699.3708399338129 2614.1047277104472 347.21127580764005 2408.2245891344564 41.883270221063867 273.25987401987868 194.67511013560579 21.921479387470754 324.93666450140518 1.118832028005271 3.8750679187942287 666.31609877378742 2.4780504298397537 6.0111427286174246 351.93480570309328 13.062198445390097 15.234229291789235 0.37997615407220919 3.6719883484765878 2.1725018461729624 11.065974039942374 2.2716311129042874 1.5875973498914389 5.9821532870992087 0.61293468880467017 14.545422033523208 95.438292223203462 504.8681523651685 36.590176974103088 100.37605068027915 leaf_count=11193 49279 92781 12157 59748 1039 15248 4622 418 8142 20 276 19813 14 124 11323 425 367 5 84 42 375 87 37 241 14 476 2142 18145 1222 3841 internal_value=2.59529e-11 0.000842087 0.00170238 -0.00161888 -0.00126841 0.00113097 -0.00166424 0.00147914 0.000856495 0.00355787 0.00489653 -0.000331577 -0.000858942 0.00143346 0.000502667 0.00994442 0.00776376 -0.00137038 -0.012206 -0.00727624 -0.0135034 0.0170562 -0.00704758 0.0177975 0.00134101 0.000809463 0.00130835 0.0047008 0.0122584 -0.00485417 internal_weight=9999.23 6577.73 3795.57 3421.5 3087.08 2901.91 2698.34 388.741 366.82 893.664 546.452 2782.15 2115.22 415.852 374.856 40.9958 38.5178 19.4243 22.9216 19.2496 17.0771 19.0935 3.85923 6.36213 666.929 2628.65 290.113 542.577 37.709 334.423 internal_count=313700 222555 140325 91145 76111 108505 66512 9599 9181 31820 19663 82230 62403 13124 11948 1176 1162 671 625 541 499 491 124 246 19827 93257 6764 19387 1242 15034 is_linear=0 shrinkage=0.03 Tree=242 num_leaves=31 num_cat=0 split_feature=11 1 11 1 6 4 9 10 11 4 0 0 4 8 8 0 6 6 0 0 9 10 10 10 7 0 7 10 0 10 split_gain=14.9626 6.00379 5.76194 5.28752 3.49149 3.79608 3.47155 2.81462 3.63138 2.71795 2.89513 3.00623 2.71755 2.70729 2.65789 2.70924 3.48499 6.78644 3.01388 2.65559 3.89866 5.87402 4.72044 4.07159 3.88423 4.43556 3.3479 5.13913 4.12769 3.02936 threshold=2.3910034894943242 1.0000000180025095e-35 -1.2297213077545164 1.0000000180025095e-35 0.45476210117340093 8.7603777016451136 1.0000000180025095e-35 0.00054614010843323524 5.4510622024536142 12.70981844265012 0.38184265792369848 0.37725278735160833 12.093747085401045 0.41428571428571431 0.23611111111111113 0.29632548987865454 0.48880545794963842 0.56382349133491527 0.34266671538352972 0.20515289902687076 1.0000000180025095e-35 0.0097911225303275468 0.025555343145096113 0.0087993856501000795 0.2484482824802399 0.1881305277347565 0.2135785445570946 0.015731455527800978 0.10841426625847818 0.0038736212819223685 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 4 5 -2 -4 -7 -9 10 11 12 -8 -11 15 -1 -17 18 -18 20 24 23 26 29 25 -6 27 -23 -28 -22 right_child=3 -3 6 -5 19 7 9 8 -10 13 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0070313352172826724 -0.00020400834646640175 0.001386000010564136 -0.0013551975955416822 0.0033050917435212199 0.0011639769751735282 -0.0079924335190657593 0.00059212107157807336 0.002610671945382816 0.022204130479660373 0.033993976868020394 0.0077309076623941096 -0.017936069187105434 -0.026886168568008864 0.0065774854335689439 -0.0017996106064665685 -0.0053261168263585412 0.025844666109333839 -0.007716947119324506 0.0036725270604703293 0.0039430362943653182 -0.023266582013530532 0.053907352106604786 0.00063259050641690595 -0.048324230301784031 -0.018920832823416299 -0.016882288589194352 -0.00099966254028932729 -0.046568783342264948 0.038870790564742623 0.0071854058670215871 leaf_weight=294.49578106954505 2364.1422075579376 781.51351872828309 3444.242416066827 925.64700060470022 81.333683875447605 22.141927767312154 459.88659058076155 552.33605900908879 8.6464619734033459 4.0086343181319561 49.154289311729372 8.1909147351980192 3.2621964518912128 16.940019750967622 310.64487705915235 82.967087798417197 13.030061927245699 19.447464105673134 9.5701685663661902 463.86148958853664 4.2028416432440272 0.7117675420595394 11.668658549308018 1.941606685402802 13.189670010295229 14.433133782702496 2.9402066003531209 1.2857647491618989 11.38974056066945 9.7856609125155938 leaf_count=12217 84787 21591 89562 32222 1629 757 11869 20484 704 66 1088 164 81 380 9360 2790 296 616 203 20760 131 31 534 27 440 368 43 30 260 210 internal_value=-1.92372e-11 -0.00104939 -0.00145298 0.00128492 0.000760244 0.000330707 -0.00100415 0.00249859 0.00291267 0.00122892 0.000802497 7.99588e-05 0.000398577 0.0118238 -0.00390301 -0.00546056 -0.0017603 0.00527566 0.0164558 0.00281289 -0.000616082 0.006929 0.0152044 -0.00761442 -0.00365791 -0.0015558 0.0256183 -0.0107668 0.0306902 -0.00196389 internal_weight=9987.01 5497.35 4715.84 4489.66 3564.01 2947.27 3985.69 583.124 560.983 541.443 520.494 471.34 463.149 20.9487 730.155 419.511 125.015 42.0477 22.6002 616.744 152.883 43.9262 27.9961 15.9301 108.956 95.7668 16.3275 1.99753 14.3299 13.9885 internal_count=313700 150283 128692 163417 131195 106732 103210 21945 21188 13648 13202 12114 11950 446 25482 16122 3905 1115 499 24463 3703 1266 898 368 2437 1997 364 61 303 341 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=11 1 11 0 11 6 0 0 11 7 6 8 4 7 6 0 6 7 11 11 10 6 6 6 0 10 10 0 7 4 split_gain=14.714 9.16671 4.43301 4.08256 3.72471 4.28014 3.67669 3.57831 2.94814 2.88128 5.61243 2.7676 3.68263 2.85502 2.71996 2.81212 2.57163 4.69202 3.61884 3.30401 3.20265 7.4747 2.68288 2.55449 2.53998 2.42628 3.40601 2.59106 2.49616 2.4058 threshold=0.86810946464538585 1.0000000180025095e-35 3.49814784526825 0.28996926546096807 -4.3557312488555899 0.20870899409055713 0.25718426704406744 0.2124743461608887 -6.4826273918151847 0.18942034244537356 0.23421676456928256 0.23611111111111113 3.620247068523311 1.0000000180025095e-35 0.040838092565536506 0.37437555193901068 0.30967901647090917 0.050880543887615211 3.7284773588180546 3.6012072563171391 0.011418103165638628 0.49350924789905554 0.24852643907070163 0.052050825208425529 0.15876720100641253 0.03250204499351917 0.030017085619384435 0.41566370427608496 0.13719713687896731 3.9965377525216632 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 4 5 -1 11 8 -7 -10 -11 13 -13 -2 -3 -16 17 -4 22 20 21 -18 -19 -17 -24 26 -22 -27 -29 -14 right_child=1 14 16 -5 -6 7 -8 -9 9 10 -12 12 29 -15 15 23 19 18 -20 -21 25 -23 24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.026819932921492904 -0.028423575636246604 -0.00060409221909568623 0.016068149697807958 -0.00059065788771119206 -0.0027633110978007146 -0.015081185248373957 0.00032046110956784787 -0.021605941475176745 0.028413738822386896 0.05023743598926958 -0.021181473697456689 0.0064944928741064107 -0.011545861626302677 -0.0022151346406697513 0.0027336568759786153 0.048483983731219406 0.0075051826090191719 -0.0015122554784940789 0.001302994946417835 0.0022780153549668953 0.0013181233010352775 0.04275718762246123 -0.039594605325955559 0.0063968693086657478 -0.0082160331977432811 0.013287218271383879 -0.035308979775335633 0.048326967874723507 -0.056434557567331185 -0.00020925057235823938 leaf_weight=12.388134037184498 3.753779672086238 179.72424793020764 17.001887217193371 1113.3471899419401 1417.492474771283 5.2483690341032334 3002.4102268166462 7.8129938302008659 5.160185956105126 1.3246307470835743 3.9236153789970558 76.040314962039702 17.639955158199882 1085.1163370554859 1048.3408641550077 1.3068209642078716 19.529896800988357 146.2788742115772 586.08647029519921 569.84701127504559 18.000918125471802 7.489295281644444 2.4601048711920148 190.62503992117126 41.266719112027204 21.36482575022092 2.6172095405636346 0.26486085960641392 0.901145193958655 375.00843264264404 leaf_count=1415 221 6501 1088 28112 38469 364 95634 1151 127 9 435 1895 401 29569 33622 51 564 5715 24492 24089 615 166 60 6322 1485 915 63 27 16 10107 internal_value=-1.00943e-11 0.00067782 0.000164312 -0.00195766 -0.00300487 -0.0125537 -0.000293097 -0.0050235 0.00325141 0.0124955 -0.0031557 -0.00147582 0.000451694 -0.00230549 0.00284507 0.00334488 0.00161973 0.000478115 0.000136583 0.00303439 0.00917705 0.0172765 -0.0034613 0.00668343 -0.00998142 0.00410531 -0.00333122 0.0109105 -0.0326377 -0.000718554 internal_weight=9979.77 7413.08 5993.08 2566.7 1453.35 35.8579 4559.97 23.4698 15.6568 10.4084 5.24825 1557.56 468.689 1088.87 1420 1240.27 1433.11 793.094 776.092 640.015 70.1682 27.0192 190.006 191.932 43.7268 43.149 20.6181 22.5308 1.16601 392.648 internal_count=313700 243618 197122 70082 41970 3501 137827 2086 935 571 444 42193 12403 29790 46496 39995 59295 32840 31752 26455 2366 730 7260 6373 1545 1636 678 958 43 10508 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=31 num_cat=0 split_feature=11 1 11 1 0 6 11 6 0 9 6 6 6 0 0 10 9 10 8 0 10 10 6 10 10 7 4 6 0 7 split_gain=14.5935 5.81743 5.62849 5.23972 3.64614 3.31277 3.10106 3.02396 3.51801 2.96502 2.83547 2.72669 2.66323 3.52212 3.94641 4.9188 3.98977 5.66346 4.79829 3.58384 3.2423 3.27946 2.81044 2.8016 2.56969 2.56573 2.51056 2.48382 2.43688 2.42214 threshold=2.3910034894943242 1.0000000180025095e-35 -0.79627674818038929 1.0000000180025095e-35 0.33937859535217291 0.45735916495323187 -4.9901404380798331 0.7033173441886903 0.41180542111396795 1.0000000180025095e-35 0.36600293219089514 0.35884784162044531 0.39586174488067633 0.23279571533203128 0.22029326111078265 0.066695183977945063 1.0000000180025095e-35 0.011598010538824257 0.29285714285714287 0.3219196498394013 0.011754568750317775 0.015925962105791672 0.38607259094715124 0.0007084359586575496 0.019616000440897178 0.042058072984218604 2.555843120094428 0.68442630767822277 0.3137232661247254 0.1337709575891495 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 10 26 -7 8 -8 27 11 -2 13 14 15 16 17 23 20 28 22 -22 -18 -12 -23 -6 -1 -4 -15 -21 right_child=3 -3 9 -5 25 6 7 -9 -10 -11 12 -13 -14 19 -16 -17 18 -19 -20 29 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0060097596227757155 -0.00026994638169346884 0.0013624859336286161 -0.0012136101862209462 0.0032817918546844665 0.017933260621096816 -0.027269897984695531 0.00095031750087758106 -0.012161379253368481 0.026141190363519095 0.0012024337857467788 -0.028824005136766612 -0.0081761401365636772 0.00088085319991318964 0.0011409202553529776 0.034615326532283046 -0.049186269718299848 -0.033539473120162519 0.0028022039249421303 0.033066151704081677 0.004025999530412095 0.037438356850245713 -0.048673551341367756 0.0046781617979515366 0.032589780920235234 0.0039978107902842452 0.0022316254480523596 -0.0025840022759021099 -0.022407904067767784 -0.015066890976575677 0.028310797590083054 leaf_weight=399.51973122787422 1847.422487068643 779.77748695206265 3221.3466244716246 924.66244822535737 9.4656973948585783 3.6719505819928591 168.74664012967696 15.432554210419765 5.1414781759958705 516.21056449889147 0.70083093689754861 40.111740379259572 627.30161959003271 64.140765932494105 5.900827643723459 1.2892771610058833 5.2728783236234467 13.023305657843592 3.166694415267556 8.0560290229623188 2.193748390302062 1.0305474027991293 2.5786778118927032 14.502192045445552 4.3627787232398987 891.12119679710486 371.61166547614266 4.9842056857596608 9.5982485075510322 6.8302804802369783 leaf_count=14329 66252 21591 84256 32222 637 736 4542 393 87 13066 23 1092 23102 2455 180 36 141 310 73 371 56 17 57 346 74 35314 11086 197 336 323 internal_value=-8.77568e-12 -0.00103752 -0.00143514 0.00126983 0.000746967 -0.00347913 3.60241e-05 0.000565633 0.00169515 -0.00090859 0.000187908 -0.00043796 0.00172223 0.00542223 0.0114601 0.00862073 0.0102122 0.0173213 -0.00057318 0.0017418 -0.00747311 0.00651259 -0.0209877 0.0297587 -0.00606654 0.00239666 -0.00435887 -0.00124635 -0.000968772 0.0151686 internal_weight=9969.18 5486.44 4706.67 4482.73 3558.07 964.124 192.993 189.321 173.888 3742.54 2657.48 1887.53 769.949 142.647 54.0218 48.1209 46.8317 28.2263 18.6053 88.6253 15.4386 7.58707 7.85156 15.203 5.39333 900.587 771.131 3226.33 73.739 14.8863 internal_count=313700 150283 128692 163417 131195 31173 5758 5022 4629 97519 95244 67344 27900 4798 1313 1133 1097 679 418 3485 345 147 198 369 91 35951 25415 84453 2791 694 is_linear=0 shrinkage=0.03 Tree=245 num_leaves=31 num_cat=0 split_feature=11 1 11 0 9 0 6 11 6 0 4 4 10 6 10 7 7 7 7 6 2 6 4 11 4 0 4 6 8 10 split_gain=14.4539 7.02769 6.21312 4.49691 3.54086 3.41375 3.04163 2.9333 2.80188 3.27621 2.61627 5.01332 8.26112 2.85491 3.34353 3.11694 3.13782 2.90317 3.50838 2.7398 4.90189 4.56053 4.40848 3.24885 2.95953 4.04389 3.0014 2.8204 2.53513 2.57263 threshold=2.7666904926300053 1.0000000180025095e-35 -0.79627674818038929 0.28870338201522833 1.0000000180025095e-35 0.24504723399877551 0.45735916495323187 -4.9901404380798331 0.7033173441886903 0.41180542111396795 6.8726822717968679 6.9050584687726806 0.00054614010843323524 0.10088877379894258 0.15882869304050121 0.20297524333000186 0.19535148888826373 0.18492754548788073 0.22877723723649981 0.16456714272499087 1.0000000180025095e-35 0.17562498152256015 6.1680993359169038 1.0000000180025095e-35 3.1017201686783031 0.24015997350215915 5.417109955857228 0.18256115913391116 0.58571428571428574 0.016132534948880565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 5 10 -1 -8 9 -9 19 12 -12 17 15 16 -15 28 -19 -4 21 23 24 -21 -23 27 -27 -26 29 -13 right_child=3 -3 4 -5 -6 -7 7 8 -10 -11 11 13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0042903079209831449 0.00035655174897068108 0.0015269842865277671 -0.0051348889643850291 0.0025165394918575863 0.0012521948589803043 -0.00056789475323538335 -0.026996349806076254 0.00079872762701695252 -0.011896081673214567 0.025267575823803679 -0.065298342388915909 0.013495511191775361 0.038248176258700188 -0.0013030005840441007 -0.062746910312001775 -0.015596167107707436 0.030545696879454902 0.035054344894355514 -0.0079214456609372243 -0.018012550970520624 0.020753038289331942 -0.0032343412025751649 -0.018678238821770023 0.014058799014709808 -0.021715202733267869 -0.02185323089786028 0.016200124709560414 0.0054634858477070666 -0.022840625571687846 -0.0049441994949374667 leaf_weight=769.42608663571991 1570.3967578558086 958.77449530730428 354.69830386542253 1938.0000929801072 652.97357417129024 2755.201481768383 3.5756044176960122 168.97409672798676 15.256668146728769 5.0726229262072584 0.78166241757571597 15.340774856042122 6.1441915489267558 47.127642086823471 0.85093416180461545 13.643390171229838 2.9589210657868525 5.8165169768035394 2.4213187424466014 3.2438654752913889 8.5140260181215108 501.57558937807335 15.118882198061327 22.989040656306315 3.5741332010366014 9.3867027923115511 2.3281085286289445 89.133663488100865 3.2145528790424569 12.244493195321409 leaf_count=25415 52165 27035 10220 81570 17154 76464 736 4542 393 87 10 375 89 1081 7 244 36 83 50 77 192 12048 410 555 78 217 68 1884 90 325 internal_value=-1.18847e-12 -0.000842896 -0.00125665 0.00154971 -0.000791528 -0.0011358 -0.00344585 -7.71762e-05 0.000431279 0.00151188 -0.00253146 0.00185033 0.0265618 0.00019862 -0.00367296 -0.0028842 0.000578498 0.00660347 0.0224226 -0.00301078 -0.00186204 -0.00215948 -0.00267696 0.010093 -0.00227775 0.00231706 -0.0142908 0.00441567 0.00237242 0.00531053 internal_weight=9958.76 6450.36 5491.59 3508.4 4529.28 3876.31 962.305 192.879 189.303 174.047 1121.11 110.544 6.92585 103.619 64.5809 63.73 50.0866 39.0377 8.23784 1010.56 655.864 647.35 621.117 26.2329 605.998 104.423 11.7148 92.7078 30.7998 27.5853 internal_count=313700 179965 152930 133735 121757 104603 31173 5758 5022 4629 28139 2390 99 2291 1368 1361 1117 923 133 25749 15529 15337 14705 632 14295 2247 285 1962 790 700 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=11 1 0 11 6 0 6 0 7 11 4 0 8 6 10 11 10 6 0 11 6 4 0 4 6 4 11 7 7 0 split_gain=14.107 8.39993 4.91576 3.64908 3.438 3.34261 2.98456 2.94884 2.91712 3.12085 2.73996 3.07373 2.6371 3.34352 3.1581 3.00971 2.88075 3.81064 3.32606 2.73019 2.58297 2.53895 2.7544 2.60493 4.20429 5.0304 4.29687 3.34481 3.58469 3.06276 threshold=0.43509620428085333 1.0000000180025095e-35 0.25718426704406744 2.6586936712265019 0.45476210117340093 0.25018066167831426 0.040838092565536506 0.37036058306694036 0.16731407493352893 5.340548276901246 8.4075153981341071 0.42563462257385259 0.18333333333333338 0.20524924993515017 0.088376586915257974 4.4789185523986825 6.9515980236634092e-05 0.25034973025321966 0.25407753884792333 3.5668350458145146 0.052050825208425529 4.3737294235846038 0.26643058657646185 4.0453262590044119 0.27535377442836767 4.2186248773804307 2.9139455556869511 0.17323789745569232 0.069240666925907149 0.26852519810199743 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 8 -4 10 -1 -3 -8 9 12 11 21 16 -14 15 19 17 -2 -19 -15 -9 23 -23 -5 25 -25 -27 28 -26 -29 right_child=1 6 3 4 -6 -7 7 20 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 27 26 -28 29 -30 -31 leaf_value=-0.0039879458553388177 0.034473757800040528 -0.00088418553042327616 -0.00014389668726158189 0.0007696213595929475 0.0043523127579302686 -0.001387502728243609 0.0024895928848226337 0.042798297776597063 -4.056380761560924e-05 0.015428297769439665 0.0029702152318152111 0.013750337294781223 -0.0028233370772217602 0.0033963518155662059 -0.010300070594996472 -0.026654053576254451 -0.0038592735332697923 -0.039412338312103182 0.056673947356424607 0.017343969572014561 0.0060504804652863273 -0.010263204717107611 -0.001029919299564338 0.039683243283905163 -0.062771895962119961 0.037576623991656247 -0.0013772888107987653 0.050555630247220193 0.011101443062254383 -0.026505341485259327 leaf_weight=659.16825514157335 3.8699874128210459 191.51352037798642 2238.4736618881961 723.57507531340661 342.42280052515707 1368.3920194958173 1074.2362671208566 1.7355662399786513 1163.5875878909069 8.9076198829570767 482.45211563246994 15.097695522203137 228.71935461279645 129.93035829604196 14.997429886716416 2.7996345589635885 595.34481383787715 1.4405573671683667 0.41839625639840949 13.991021181922404 211.86228456873505 31.312013674168156 407.45012228726 6.5715637484099743 0.6232128413394119 3.3438657034421331 10.71515807425021 0.50674631120636959 11.501174627570434 5.5259996405220591 leaf_count=20021 117 6892 62725 28451 16327 37765 34078 66 31462 264 19307 641 6591 3593 421 105 16736 43 3 503 7125 1053 17780 193 25 142 544 9 564 154 internal_value=-1.72383e-12 0.000571427 0.000103382 0.000692609 0.00161 -0.00223292 0.00261009 0.00312972 -0.00106188 -0.00224978 0.0010572 0.000298349 -0.00240859 -0.000488936 0.00281262 0.00415297 -0.00365554 0.0175162 -0.0177861 0.00475224 0.00634907 0.000129263 -0.00168885 0.00117564 0.00874978 0.0180157 0.0078877 -0.00177838 0.00730424 -0.0200323 internal_weight=9950.49 7922.93 6443.58 4279.57 2041.1 2027.56 1479.35 1287.83 2164.01 1000.42 1698.67 1216.22 991.512 390.438 161.718 146.721 601.074 5.72894 1.85895 143.921 213.598 1201.12 438.762 762.363 38.7877 20.6306 14.059 18.1571 12.1244 6.03275 internal_count=313700 255914 207753 147915 85190 57786 48161 41269 59838 28376 68863 49556 28112 11213 4622 4201 16899 163 46 4096 7191 48915 18833 30082 1631 879 686 752 589 163 is_linear=0 shrinkage=0.03 Tree=247 num_leaves=31 num_cat=0 split_feature=11 1 0 0 8 4 4 4 4 0 0 4 11 11 11 0 6 1 6 11 11 8 10 6 0 0 4 4 8 6 split_gain=13.906 7.24682 4.16237 4.08672 3.13323 4.54932 3.49109 4.20131 5.48541 4.83801 3.33532 3.742 2.99801 2.92573 2.90874 2.89278 2.83539 2.81743 2.74924 2.71856 2.69638 2.67644 2.64211 2.61118 3.35195 3.38171 3.27774 5.92315 3.64311 3.27713 threshold=1.1536204218864443 1.0000000180025095e-35 0.27847930788993841 0.24931013584136966 0.23611111111111113 4.2186248773804307 4.0453262590044119 3.620247068523311 3.4433221162344596 0.26781304180622106 0.27122421562671667 15.866649662631604 4.3660504817962655 5.340548276901246 3.7104678153991704 0.17500744014978412 1.0000000180025095e-35 1.0000000180025095e-35 0.44190348684787756 4.857884645462037 -4.9901404380798331 0.92857142857142871 0.29028509265057073 0.15612979978322986 0.14936596900224688 0.15408809483051303 4.0330898307450491 4.3737294235846038 0.18333333333333338 0.18256115913391116 decision_type=2 2 2 2 2 2 2 2 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 13 6 7 8 16 15 22 -12 -4 -2 -8 -9 -6 20 -19 23 -5 -21 -7 -3 29 -26 -27 -28 -29 -25 right_child=1 19 12 17 5 10 14 9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 24 25 26 27 28 -30 -31 leaf_value=-0.003357632872076965 -0.0015576558634001635 0.00040850517977851269 0.0007080012436411308 -0.014779152996267118 -0.017644269870989701 0.0006025207260240737 0.0097155592102525761 -0.024007307051251568 0.013213556665866729 0.015690366083455431 -0.0062084019873540871 0.038301803360781934 0.004004314524325224 0.0074287405067915346 0.033566677797021487 -0.0041779350432655351 0.0024959514629688622 0.0012117224044959746 0.015822098166362715 0.0067100520015706388 -0.0013028871606447306 0.028454004092794371 -0.071924026795497739 0.055712621973536401 0.033031557987084362 0.0013565781609511517 0.016275982911709442 0.037307713525872616 0.0038799224995476641 -0.012059315557797698 leaf_weight=937.38004199911211 1667.5843349379443 410.79496238196225 2794.6547098103688 13.465599608520277 7.1661679715907658 543.07981146654129 25.753500210848873 7.9560018731281152 55.155421215633396 9.7585959112620895 97.697295802630833 1.73001552466303 272.54071267218023 33.25684447976073 5.6030034332070491 39.467160287022125 51.520145202521235 264.16703405380395 12.123270600335671 66.183985686322558 1743.2460087990894 5.5196441210428011 0.45243995450436969 0.66698321024887519 3.4935320295626289 375.42019033618999 39.191446508353692 2.954111708328127 436.72917145370229 17.247058889927757 leaf_count=26233 49169 13684 97884 1588 265 16365 476 130 1198 382 3121 54 15248 1314 154 1154 1716 6736 277 2840 45162 402 5 21 50 11896 1194 84 14340 558 internal_value=1.06523e-11 0.000732363 0.000256591 -0.00171888 -0.000640024 0.000852734 0.00477545 0.0030883 0.00642075 -0.00354619 -0.000381993 -0.00543393 0.0010009 -0.00138194 0.0139774 -0.00750463 3.66351e-05 -0.00096328 0.00185281 0.00269871 -0.00140619 0.00838387 0.000542149 0.00238184 0.00330754 0.00357576 0.00345531 0.00510064 0.00410451 -0.009536 internal_weight=9941.96 6971.58 5613.38 2970.38 2546.18 845.34 202.38 171.023 113.842 57.1818 642.96 99.4273 3067.2 1700.84 31.3565 47.4232 58.6863 2033 276.29 1358.2 1756.71 71.7036 543.532 1286.5 875.702 857.788 854.295 478.875 439.683 17.914 internal_count=313700 233704 188635 79996 75503 25020 5475 4845 3179 1666 19545 3175 113132 50483 630 1284 1981 53763 7013 45069 46750 3242 16370 41827 28143 27564 27514 15618 14424 579 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=11 1 0 11 6 6 11 1 7 0 6 6 4 4 8 4 11 7 7 0 10 5 0 11 4 0 7 10 10 10 split_gain=13.7065 6.21837 4.94199 4.44376 4.20578 4.1324 3.94018 3.33252 3.15643 3.0865 4.63509 3.25801 3.16974 3.24699 2.85423 2.82942 6.04788 2.82891 3.48587 2.8505 2.79127 2.76039 2.71868 2.68881 2.61178 2.58749 2.42897 2.71666 2.41157 2.39266 threshold=1.9298174381256106 1.0000000180025095e-35 0.37437555193901068 -1.7274554371833799 0.50447744131088268 0.044553544372320182 4.4022364616394052 1.0000000180025095e-35 0.038492428138852126 0.39052157104015356 0.42534138262271887 0.43915036320686346 5.7287298032474538 6.171540406224719 0.18333333333333338 2.5289968048817539 4.8003745079040536 0.2526784241199494 0.2551353126764298 0.13339662551879886 0.14863014605158933 7.6225826373144345 0.2361470311880112 2.119459986686707 15.126169668732652 0.25718426704406744 1.0000000180025095e-35 0.0023799517125162599 0.15224763389423582 0.00021804424421612015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 14 17 8 25 -4 11 -11 12 -8 -14 26 16 -13 24 -19 -20 21 -12 -3 -9 29 -7 27 -5 -22 -2 right_child=2 22 6 4 -6 7 9 23 -10 10 20 15 13 -15 -16 -17 -18 18 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0042909887892344598 0.011627293807169559 -0.0039670438133291974 0.03682578202134635 -0.074452009648264261 0.0018561547786538483 -0.00049431675244662634 0.034721200100472568 -0.0038078718604879348 0.0022883573706043948 0.00077734453977498265 0.032435008949894373 0.048425801534301885 -0.022901898969539414 0.018113010562284787 -0.00074040940146973423 0.013546175109033623 -0.037266770792697732 0.044093753229357213 -0.025262676259613009 0.011562542617235064 -0.08976399163146595 -0.013671696457541996 0.0023732076834146547 0.003157154360103043 0.0078982216266805776 0.0012164983055354059 -0.0025234441476632698 -0.013763399455269925 0.0042765369589493965 -0.0025557970703091 leaf_weight=514.33041140545174 10.903513761440875 69.011581324477447 2.3912258296331848 0.74033339089419214 342.13152121797611 1269.7999726716553 9.912235306939694 53.34227847315924 588.32744197009015 50.563712682069308 9.2732820817182056 0.96291551808826437 1.9637413501041034 15.055821675181503 1496.5880296125906 7.1230887449346483 3.2198115042410791 2.4328029821626833 2.308397704968228 10.482351622058216 0.3334772279486049 1.3371670166961838 515.80358756535861 769.31173281986412 23.500439587747678 2130.7074437073115 1435.6231935946489 6.4248647252970841 0.92943666456267238 587.63015065442187 leaf_count=19763 376 1757 256 46 8181 36000 463 1615 19280 2088 710 51 57 691 37750 489 94 125 50 651 3 25 13816 25998 956 81846 36758 290 59 23456 internal_value=2.5074e-11 -0.0012546 0.000989938 -0.00169825 -0.00129188 0.000652355 0.00336311 0.000992156 0.00242816 0.00884899 0.00473827 0.0155613 0.021235 0.0133807 -0.00165829 0.00204572 -0.0175393 -0.00159953 0.0111773 0.00491655 0.0216062 0.0266245 0.00162502 0.00270553 -0.00191223 0.000577655 -0.00261041 -0.020034 -0.0205552 -0.00229742 internal_weight=9932.47 4380.65 5551.81 3795.84 3281.51 4860.42 691.393 4223.16 590.719 100.675 62.4371 38.2376 26.9318 17.0196 2939.38 11.3058 4.18273 637.258 15.2236 12.7907 11.8734 10.6104 584.815 822.654 622.034 3400.51 1442.79 7.1652 1.26291 598.534 internal_count=313700 118361 195339 102788 83025 171073 24266 145459 19536 4730 2885 1845 1211 748 74844 634 145 25614 826 701 797 735 15573 27613 24788 117846 37094 336 62 23832 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=11 11 1 0 0 4 6 0 0 6 7 1 7 10 0 7 6 11 4 9 4 0 10 0 5 8 8 4 0 6 split_gain=13.6392 5.54428 5.15867 3.92234 3.63375 3.15382 3.0455 3.0278 3.2343 3.29194 3.77902 2.84285 2.81661 2.60537 3.11784 2.5945 4.76643 3.90052 4.51208 3.31379 3.72825 3.57021 3.48101 3.3272 3.21668 2.86385 2.77283 2.71825 2.59097 3.20369 threshold=2.3910034894943242 -1.616288900375366 1.0000000180025095e-35 0.27528871595859533 0.33937859535217291 12.70981844265012 0.45476210117340093 0.29252681136131292 0.29444448649883276 0.61618208885192882 0.2551353126764298 1.0000000180025095e-35 1.0000000180025095e-35 0.018492376368815403 0.29761108756065374 0.13123659789562228 0.12524849921464923 1.0505587458610537 15.637301171171538 1.0000000180025095e-35 16.126773603130491 0.39967928826808935 0.0041125076991637153 0.31704913079738622 3.5580127966761679 0.61250000000000016 0.29285714285714287 13.858575066712215 0.25791908800601965 0.49705748260021215 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 12 -2 11 -1 28 -9 10 13 -5 -3 14 -10 17 -17 27 26 20 24 22 -22 -21 -18 -24 -19 -7 29 -8 right_child=2 3 -4 5 -6 15 7 8 9 -11 -12 -13 -14 -15 -16 16 19 18 -20 23 21 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0048282266878259695 0.00015054111622748423 -0.018387824972856914 0.003231359464312467 -0.00062613277889976332 0.0023609274180838974 0.008892905299911491 0.013178730832974888 0.039049615391720464 -0.047161577113139383 -0.011149992531227447 -0.050934545559598962 0.0019769711539097514 -0.0015415461013195172 0.0010135830425743641 0.014991265348892221 0.018409792451205303 0.0078393825081663707 0.047688611315892762 0.019816195139439614 0.040720555058136688 0.031248690454875674 0.012979546770405284 -0.047796031978119977 0.007090298891137335 -0.028790441760228651 -0.013630822812616914 -0.0028319960243692989 -0.014885936885277904 -0.015743557212516537 -0.0068984528557725832 leaf_weight=474.0084126470374 2642.2965244988009 8.9689859568352386 920.68116580259084 2058.7541945778175 896.4594183203717 5.5922797006787759 10.267245831913895 2.3134154986619242 0.74575746897608297 12.308010144377475 1.0383913894183923 462.3883855577551 2180.5949485108431 32.908659297099803 27.982218930555973 26.448447651113383 25.624816857336558 1.0123372673988367 13.504581769462673 3.5141061020549378 0.94074551283847441 3.1722947272937736 4.1096066145692003 10.738122343143912 2.3560293931514016 4.7723501874133945 28.620760286983568 19.117470892349957 15.126097137574105 23.582391516421922 leaf_count=18210 95244 424 32222 54505 35951 145 329 53 17 445 33 13051 56173 953 671 568 562 2 404 50 21 61 74 205 45 88 913 448 735 1098 internal_value=3.42511e-11 -0.00100527 0.00123094 -0.000669322 0.00071049 0.000102353 -0.00372533 0.000414786 0.00411257 0.00303468 0.00582024 -0.000148712 -0.00161055 0.00677638 0.0133778 0.0043356 0.00793732 -2.55641e-07 0.00544379 0.00292211 -0.00141182 -0.0146904 -0.0236266 0.0153824 0.0047551 -0.0294388 -0.00110609 -0.00950434 -0.00542128 -0.000808657 internal_weight=9919.95 5460.51 4459.44 4860.23 3538.76 2670.67 600.281 126.272 77.2965 74.983 62.675 2521.14 2189.56 61.6366 28.728 149.524 81.6765 67.8474 43.1377 55.2281 40.9758 12.995 9.8227 14.2522 27.9808 8.88196 29.6331 24.7098 48.9757 33.8496 internal_count=313700 150283 163417 127739 131195 71142 22544 4334 2172 2119 1674 67556 56597 1641 688 3586 1674 1912 1319 1106 851 244 183 255 607 162 915 593 2162 1427 is_linear=0 shrinkage=0.03 end of trees feature_importances: Column_11=1680 Column_0=1488 Column_6=1193 Column_4=976 Column_1=606 Column_7=565 Column_10=381 Column_8=335 Column_9=133 Column_5=106 Column_2=37 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 250] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 10] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [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: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [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: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: 10] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null