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2710 2727 2732 2723 2719 2735 2714 2705 2733 2725 2733 2734 2716 2735 2734 2748 2727 2709 2737 2747 2723 2741 2714 2720 2749 2743 2707 2759 2736 2758 2747 2730 2738 2744 2711 2743 2723 2738 2720 2723 2765 2734 2722 2777 2765 2757 2737 2771 2725 2756 2754 2734 2717 2737 2754 2741 2743 2737 2776 2786 2734 2743 2734 2752 2757 2725 2725 2734 2783 2727 2748 2746 2734 2742 2760 2767 2742 2727 2741 2768 2745 2755 2751 Tree=0 num_leaves=31 num_cat=0 split_feature=637 618 620 2 2109 169 612 626 578 521 570 1060 501 596 389 258 2097 564 655 496 256 512 287 2159 1995 205 825 529 89 491 split_gain=247161 61307.2 28789.4 11699.6 9638.36 7998.15 5919.45 5567.9 5326.13 5300.17 5151.01 4354.5 4325.24 3662.79 3532.01 3491.63 3278.87 3193.16 2706.21 2669.75 2276.87 2270.79 2164.95 2142.31 1975.31 1906.34 1870.21 1860.67 1766.06 1689.18 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 114.50000000000001 0.0038897336926311259 1.0000000180025095e-35 0.00024416230735369032 2.5000000000000004 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16790 17417 50158 10175 190944 228660 39430 227551 9358 12189 10635 31496 189988 7934 222309 5242 40943 11596 8317 shrinkage=0.1 Tree=1 num_leaves=31 num_cat=0 split_feature=637 618 620 2 1443 90 1312 612 64 660 508 204 128 55 1060 2159 532 654 446 54 529 507 128 1795 691 686 502 242 1689 1 split_gain=201942 50059.4 23638.8 9534.96 8171.76 6471.3 4905.33 4817.18 4703.36 4655.63 4509.85 4462.99 3516.91 3228.96 3204.56 3068.26 4004.52 2783.95 2493.39 2451.77 2212.06 2304.14 2206.21 2062.16 2005.52 2277.46 2002.03 1863.18 1796.5 1622.26 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 114.50000000000001 0.0038897336926311259 -1.0000000180025095e-35 0.0005769902199972422 -1.0000000180025095e-35 2.5000000000000004 0.0046782512217760095 -1.0000000180025095e-35 0.016469397582113746 0.0036982855526730423 1.0000000180025095e-35 0.00078127457527443777 1.0000000180025095e-35 -1.0000000180025095e-35 0.00051748193800449382 1.0000000180025095e-35 4.977251046511811e-05 0.0012098847073502841 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split_gain=167389 41398.5 19858.5 8116.87 6822.69 5796.54 5554.67 4170.2 3962.89 3820.28 3372.66 5933.5 3156.29 2938.85 5572.1 2790.07 2706.62 2504.61 2377.15 2311.52 2289.62 1905.5 1884.72 1883.37 1879.52 2191.93 1803.07 1845.78 1527.25 1493.43 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 114.50000000000001 0.003273763228207827 1.0000000180025095e-35 0.00024416230735369032 1.0000000180025095e-35 -1.0000000180025095e-35 0.016621400602161888 0.015293444041162731 1.5000000000000002 0.00073111202800646435 5.6738244893495e-05 1.0000000180025095e-35 0.00051748193800449382 -608511.99999999988 1.0000000180025095e-35 0.0025982032530009751 3.5000000000000004 -1.0000000180025095e-35 -2034.4999999999998 0.0012632872094400229 -1.0000000180025095e-35 0.0051859801169484862 1.0000000180025095e-35 1.0000000180025095e-35 0.00099025387316942237 1.5000000000000002 -8.4999999999999982 0.0027553845429793005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 21 5 8 10 28 23 13 11 -5 18 -1 -15 -13 -11 -17 26 -7 -14 -3 -21 -2 25 -16 27 -9 -4 -28 right_child=1 3 7 6 -6 19 -8 12 -10 16 -12 15 20 14 24 17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.16548234165111486 -0.048010132349261068 -0.058257417586119464 0.12566047446754566 -0.14274177125609169 -0.090882670965412332 -0.14071993847022626 0.12392897550101217 0.11913296594035643 -0.11772288210526202 -0.15841304926692726 -0.1524789965415459 -0.14829423834573383 -0.092472796856363323 0.15089554673420591 -0.11136913115246144 -0.086340972417669817 0.077853161633942139 0.096486449598594953 -0.10716964852561567 0.15433741232274481 0.10003414214120453 0.1375772679356041 0.032341821579035465 0.14720693891118947 -0.16197800679962798 0.084957730425725936 0.099190755551268425 -0.1066535297948203 -0.12333593754807542 -0.078141017052040976 leaf_count=160851 2705 2517 1098 17571 5198 1109 5070 24559 5308 3275 25331 3389 10597 3237 9875 4010 5042 12488 2994 222309 3260 9970 5242 7702 22430 3024 3297 1551 10423 4568 internal_value=0 0.77568 1.11059 -0.514603 1.36842 1.41784 -0.789936 0.0979431 0.234237 -1.47677 -0.954156 -0.570882 0.345115 -1.53344 -1.03198 0.180063 -0.13725 0.521385 0.651895 1.50038 -0.472158 0.978658 1.51471 0.960113 -1.26504 -0.650308 0.802576 1.05688 -0.995098 -0.0397751 internal_count=600000 392266 311920 80346 249573 244375 67859 62347 15715 207734 62789 37458 50826 199417 38566 19887 8317 16498 36969 228660 13857 12487 227551 10407 35329 12899 33975 26110 11521 7865 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=637 618 620 681 510 1443 90 685 76 1312 1526 89 521 605 496 1060 1899 1482 389 1597 986 654 100 1799 1174 511 686 1799 1190 65 split_gain=140265 34565.9 16966.7 7050.54 6786.9 6123.74 4988.45 3811.82 3710.61 3606.63 3535.74 3772.32 3353.81 3288.28 2727.24 2662.29 2418.5 2359.11 2163.81 2151.24 2132.72 2071.4 2049.48 1845.8 1717.56 1578.02 1542.42 1524.15 1444.45 1395.97 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 114.50000000000001 5.5000000000000009 0.002005004789680243 -1.0000000180025095e-35 0.0005769902199972422 206080.00000000003 0.00063370275893248628 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0012556061265058818 0.0027856879169121389 0.0066147900652140388 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 -1.4999999999999998 4.0027169234235778e-05 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0024330591550096874 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0011629328946582975 976.00000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041530305519700057 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 4 13 -2 8 20 -7 -8 22 -12 17 -3 24 -14 19 -1 -17 -13 26 28 -4 25 -10 -5 -6 -19 -11 -29 right_child=1 3 10 23 7 6 9 -9 14 21 11 16 15 -15 -16 18 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.073912088727175959 -0.081155663126884658 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0.00051748193800449382 1.0000000180025095e-35 1.0000000180025095e-35 0.00011798742343671621 1.0000000180025095e-35 0.0005659621092490853 0.026954600587487224 1.5000000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0040418268181383618 0.061694694682955749 5.5000000000000009 0.0041027462575584659 1.5000000000000002 -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=10 2 5 21 6 9 18 15 14 -2 12 -7 -1 -14 -5 16 20 -12 -3 -16 26 -4 23 -15 -18 -13 28 -10 29 -8 right_child=1 4 3 8 -6 11 7 -9 27 -11 17 25 13 22 19 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.14650667311995919 0.13278158572985718 -0.11571689635455686 0.10312656455618205 0.11957516218145751 -0.13845156298919595 -0.13155344672420322 -0.16016607164970587 -0.1317676439357966 -0.12715552510141112 -0.088883773585283071 -0.13919245780850345 0.14149702808570921 0.13673890964175039 -0.09385392265914709 0.10147572175126025 0.15258637889035107 0.13677910725928966 0.070748637490251357 0.017824093539611913 -0.067885351722754117 -0.086164019828140995 -0.11328837576530297 -0.14324503790143428 0.084970704608714864 -0.052455164097629375 -0.10804152294790152 -0.085362669546404035 0.15571747618316667 -0.13384557261377483 0.095559170810660427 leaf_count=160765 6595 14503 1714 38386 19791 1535 865 6002 4810 6561 3351 189653 3235 9868 5254 6905 2011 5082 6482 6076 3467 17048 22411 3022 17439 1086 2243 815 1132 31893 internal_value=0 0.665839 1.03463 0.31621 -0.206419 1.29988 0.0336889 0.260511 0.750449 0.198415 -1.29407 1.37812 -1.34797 -0.877215 0.939217 0.403951 0.274443 -0.0820008 -0.741964 0.112512 0.571636 -0.940264 -1.08536 -0.501037 -0.329382 1.40066 0.711292 -0.857375 0.812691 0.88788 internal_count=600000 392266 279533 74103 112733 205430 92942 71957 55341 13156 207734 192274 199301 38536 49716 65955 59050 8433 20985 11330 39600 18762 35301 12890 19450 190739 36133 5625 33890 32758 shrinkage=0.1 Tree=5 num_leaves=31 num_cat=0 split_feature=637 618 620 613 496 1443 90 642 64 930 1969 513 2159 32 2097 994 1388 521 1060 2125 387 654 1526 356 95 617 511 477 620 596 split_gain=100734 25055.5 12783.7 5373.67 8356.97 4615.18 3729.56 3186.79 2946.78 2851.54 3267.69 2829.3 2771.68 2526.63 2410.06 2041.13 2493.94 1968.07 1940.11 2139.22 1795.05 1497.62 1447.51 1408.52 1389.61 1386.44 1382.29 1376.39 1366.26 1294.65 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 103.50000000000001 14.500000000000002 0.0020912376930937175 -1.0000000180025095e-35 0.0005769902199972422 -1.0000000180025095e-35 0.0088807027786970156 1.0000000180025095e-35 1.5000000000000002 96.649932861328139 -1.0000000180025095e-35 0.0044556122738868007 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0036365468986332421 1.0000000180025095e-35 -1.0000000180025095e-35 2.283676985825878e-05 1.0000000180025095e-35 -1.0000000180025095e-35 4.6678064791194637e-06 0.0050098299980163583 1193984.0000000002 0.005333017325028778 0.0056480607017874726 231.50000000000003 0.0082199107855558413 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 4 11 -2 8 9 24 10 15 -3 13 28 -8 -4 -17 -14 29 -20 -19 22 -16 -18 -7 -9 -15 -12 -1 -6 right_child=1 3 7 -5 18 6 14 25 -10 -11 27 -13 17 26 21 16 23 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.086148019526011477 -0.073670342262857014 -0.1063460474045681 0.093831871017430277 -0.12913996219180407 -0.10335197867247176 0.10242412391581554 -0.13138564543733541 0.10982059417010466 -0.092290619414810288 0.13974815813126701 0.11563704339695557 0.14856528294941704 -0.13847423760955846 -0.11912720430765658 -0.072661751669200261 0.10727862284015388 -0.0014749199726787621 0.055258044415972082 -0.059749745380143812 0.11923562435547265 -0.12216320792519782 -0.015342602275337201 0.13246768646282861 -0.11670218606673873 -0.12306378580417766 -0.023947818154134472 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2986.85 2868.8 2702.58 2986.37 3257.05 2664.84 2631.56 2149.65 2732.64 2413.41 2120.97 2105.06 1904.57 1717.89 1328.79 1245.03 1210.7 1201.41 1198.37 1191.32 1097.05 1088.21 1068.43 threshold=-1.0000000180025095e-35 103.50000000000001 1.0000000180025095e-35 0.0022984651150181894 5.5000000000000009 -665343.99999999988 0.00028781477885786449 0.0058094810228794822 1.0000000180025095e-35 -1.0000000180025095e-35 0.00021314554760465401 3.8683016100549146e-05 0.009441450238227846 0.0039479252882301816 1.0000000180025095e-35 1.0000000180025095e-35 0.00020476943609537559 0.061694694682955749 0.0046117019373923549 5.5000000000000009 52.500000000000007 1.5000000000000002 -1.0000000180025095e-35 1398784.0000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0065121585503220567 -16381.999999999998 0.005112861981615425 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 6 22 5 18 7 -2 19 24 12 -12 -11 14 15 -1 -17 25 -3 23 -16 -13 -4 29 -7 -8 -27 -14 -10 -5 right_child=1 4 3 8 -6 9 17 -9 28 10 11 21 27 -15 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.13319165437547942 -0.102903236569666 0.064247735382507692 0.090590263858002867 -0.0083675200610896523 -0.12996527826616988 0.13431532530267745 -0.10507508838665088 0.09881207950939111 0.15357599519421336 -0.10606678781317097 -0.10317869520168628 0.073432250380056074 -0.12375641470005944 -0.13206013087944854 -0.12875367340303387 0.089488518333880038 -0.066965530435647153 -0.11622773180761335 -0.12178419044132066 -0.059805397258071283 0.15741659106599429 -0.049390997036872719 -0.10168219636843256 -0.0065360666336393685 -0.14489527686264139 -0.14393634282610157 0.12928046163183959 0.13180439199837962 -0.11321282641259932 0.11783486886272743 leaf_count=9280 5293 3107 1714 3234 18888 11299 1009 8372 767 13715 6001 34437 885 151603 28086 9086 8734 1604 16108 3792 945 4078 17048 4837 713 734 188418 3502 4858 37853 internal_value=0 0.582272 0.918694 0.261621 -0.177739 0.0282778 1.16876 0.170206 0.655323 0.265583 0.0959997 0.381731 -0.612623 -1.16524 -0.764516 -0.330423 0.139809 1.24593 -0.911241 0.825163 -1.18384 0.60095 -0.849 0.950833 1.1765 1.26829 1.28152 0.790712 -0.761075 1.0726 internal_count=600000 392266 279533 74103 112733 93845 205430 13665 55341 74630 62618 44516 18102 207734 56131 27100 17820 191765 19215 49716 29031 38515 18762 45924 12012 190161 189152 4387 5625 41087 shrinkage=0.1 Tree=7 num_leaves=31 num_cat=0 split_feature=637 620 640 589 681 1526 245 89 64 2159 1546 444 32 1312 521 1505 619 683 2136 641 402 1885 511 65 503 578 604 617 1174 1899 split_gain=73766 18618.7 8525.33 5904.97 5145.17 4260.56 3006.04 2856.82 2783.06 2543.07 2411.67 2067.86 1923.98 1888.12 1716.68 1707.42 1619.01 1609.74 1537.83 1531.6 1517.6 1321.29 1220.81 1219.89 1211.73 1067.14 1047.16 1040.79 1031.74 1030.94 threshold=-1.0000000180025095e-35 103.50000000000001 1.0000000180025095e-35 0.0022984651150181894 5.5000000000000009 -1.0000000180025095e-35 0.00045731988211628055 0.0012556061265058818 0.01145606627687812 -1.0000000180025095e-35 1.0000000180025095e-35 5.4133466619532562e-05 0.0044556122738868007 -1.0000000180025095e-35 0.003538058372214437 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 44.500000000000007 -1.0000000180025095e-35 0.00081307374057360004 1.0000000180025095e-35 0.0048961180727928886 0.041530305519700057 0.061851406469941146 0.01745640113949776 0.015345683787018062 1398784.0000000002 -1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 6 28 5 21 8 20 -2 12 17 -9 -1 -8 23 16 29 25 24 -16 -7 -3 -14 -11 -15 27 -17 -5 -4 -13 right_child=1 4 3 10 -6 7 13 11 -10 14 -12 15 22 18 19 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03847949860680229 0.078612128201572221 -0.10849408328849591 0.084043457083193024 0.10851958349397607 -0.12322276856336094 0.033532148447122857 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74103 112733 93845 205430 75075 17563 207734 55341 61448 27668 187867 180066 56950 48526 49716 186302 10618 13627 18770 19987 169448 185303 45924 8424 43822 18762 46273 shrinkage=0.1 Tree=8 num_leaves=31 num_cat=0 split_feature=637 618 620 32 2109 231 660 612 1451 384 558 784 509 618 1581 1174 685 352 509 784 386 691 6 609 256 1481 511 327 616 686 split_gain=63413.7 16201.5 8918.22 3812.75 3762.52 3492.81 2855.52 2515.15 2478.51 2379.82 2101.39 1748.97 1733.35 1732.86 1822.74 1704.62 1661.09 1933.27 1727.04 1590.76 1769.15 1515.41 1484.26 1401.86 1379.23 1220.51 1193.78 1158.07 1106.29 1078.25 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 119.50000000000001 0.003273763228207827 1.0000000180025095e-35 0.0005035093054175378 -1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.00077763019362464558 0.0017367019318044188 -6.6527805328369132 0.031240620650351051 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 766208.00000000012 0.0013784468756057324 0.061694694682955749 -6.6810002326965323 0.00037561546196229761 1.5000000000000002 0.0038482507225126032 0.0087316492572426813 0.019166889600455764 -1.0000000180025095e-35 0.0001920408685691655 0.00050125896814279269 2736572.0000000005 3840.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 4 28 5 10 21 19 12 -10 15 22 -1 14 -11 -2 18 -18 -7 -4 23 29 -8 -21 -9 -22 -17 -12 -3 -5 right_child=1 3 7 6 -6 16 11 24 9 13 27 -13 -14 -15 -16 26 17 -19 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.12418295908621964 0.11656176848243768 0.09499519698365648 0.13010532201414257 -0.070095081645624113 -0.075370640290091162 0.11811337422826317 0.061578525117656158 -0.11190908575045182 0.10301140752414419 -0.071100158130354169 0.095904778292325688 -0.095432017220483945 0.014022494333203156 -0.11608203455209623 0.097734282313040363 -0.12652705219731861 0.099115798983144404 -0.10929132414832603 -0.083422695994492702 0.082193523370122132 0.024099370642814474 0.14749319770235492 -0.08981118007182598 -0.070605985900771842 0.027852174922332992 -0.080855895320732035 0.071736298745793792 -0.089854719928194521 -0.13241543298609809 0.13889281981198978 leaf_count=163096 2579 11474 5964 4560 5569 205561 6893 10790 3944 9484 16676 45418 4340 22686 4184 6606 6170 3439 2003 16657 9002 4224 5244 3093 4331 9996 1812 1672 1013 1520 internal_value=0 0.514349 0.753999 -0.352205 0.959001 1.0053 -0.557111 0.0421681 -1.06482 -0.572267 0.304109 -0.75124 -1.1982 -0.757011 -0.161663 -0.422405 1.11312 0.197413 1.15842 0.288459 0.135608 0.475173 -0.0331887 0.578667 -0.705147 -0.311549 -0.86636 0.77387 0.748718 -0.196854 internal_count=600000 392266 311920 80346 252087 246518 67859 59833 207734 40298 29345 57555 167436 36354 13668 10997 217173 9609 207564 44712 38748 10304 12137 19750 15121 18998 8418 18348 12487 6080 shrinkage=0.1 Tree=9 num_leaves=31 num_cat=0 split_feature=637 620 655 123 1663 68 90 951 502 105 736 618 1060 736 536 425 76 511 834 680 786 604 658 784 1312 95 1616 111 502 1990 split_gain=54662.1 14202.4 6934.6 4116.02 4055.57 2888.62 2764.13 2432.85 2882.38 2363.91 2062.86 1895.56 2131.32 1887.68 1826.58 1757.84 1719.61 2771.1 1504.23 1261.4 1246.83 1232.94 1207.68 1174.1 1137.81 1034.1 1018.22 954.508 893.942 892.484 threshold=-1.0000000180025095e-35 103.50000000000001 -1.0000000180025095e-35 0.0037124546943232421 1.0000000180025095e-35 0.0039668066892772922 0.0005769902199972422 -1.0000000180025095e-35 0.00021314554760465401 0.0042433794587850579 28416.000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1040.0000000000002 0.009441450238227846 0.00020476943609537559 0.00055838096886873256 0.00037452315154951071 -22757.999999999996 52.500000000000007 4.625615358352662 0.0065121585503220567 -1.4999999999999998 -6.6810002326965323 -1.0000000180025095e-35 0.0038078804500401024 1.0000000180025095e-35 0.0038218949921429162 0.0068907027598470458 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=9 2 3 6 7 27 13 29 14 11 25 12 -1 -2 -9 -14 -4 -18 23 -13 -15 -16 -8 -12 -24 26 -10 -5 -20 -3 right_child=1 4 16 5 -6 -7 22 8 10 -11 18 19 15 20 21 -17 17 -19 28 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.12040189490983323 0.12020870167577481 0.10826972023287876 0.11655387868836968 0.085974524951829889 -0.11142869425579424 0.085606540261172273 -0.11141106822811818 -0.10557972622317531 0.091019239026440241 -0.11978861019413274 0.058449233206612709 -0.11481472529974487 0.078861372938546462 -0.075506836336707683 -0.12714734140849199 -0.053399869058630998 -0.13307407072213159 0.047066904404672018 -0.088991279529368875 0.14098774510210457 0.072587230481362147 0.10201880368642594 -0.10228542222956991 -0.070620318113110786 0.11202062517858886 -0.019393832084252969 -0.11854030725143049 -0.082995584567537098 0.11850876075753178 -0.041771168360664801 leaf_count=9788 6362 12318 3013 2124 19791 14365 1172 18637 19426 146630 3754 30931 9716 7989 1457 9720 11118 5982 1125 949 4195 3822 1166 18853 209699 5897 1123 12348 4451 2079 internal_value=0 0.484432 0.785447 0.897999 -0.146134 0.080743 1.00664 0.0271257 -0.116715 -1.02244 0.14821 -0.642818 -0.234276 0.204753 -0.739782 0.155154 -0.431056 -0.68217 -0.250227 -1.0564 -0.281811 0.369704 1.09088 -0.491014 1.10567 0.570772 0.798191 -0.604196 0.740411 0.851872 internal_count=600000 392266 279533 259420 112733 28837 230583 92942 78545 207734 54629 61104 29224 18546 23916 19436 20113 17100 28183 31880 12184 5279 212037 22607 210865 26446 20549 14472 5576 14397 shrinkage=0.1 Tree=10 num_leaves=31 num_cat=0 split_feature=637 618 620 632 1443 154 1663 511 2159 6 402 608 393 1011 1190 521 32 736 2097 1174 1060 511 95 358 65 477 75 632 1853 457 split_gain=47199.8 12348.4 7029.38 3204.86 2996.31 2559.59 2522.8 2841.36 2341.7 2237.84 2029.7 2147.43 1981.47 1688.86 1649.64 1445.46 1368.55 1276.46 1254.55 1207.51 1132.58 1096.93 1054.41 1033.21 1032.23 960.849 958.861 951.717 940.487 905.343 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 103.50000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.00039064680458977824 1.0000000180025095e-35 0.00059279051492922019 -1.0000000180025095e-35 0.003692658850923181 0.00097580929286777984 0.009026914834976198 0.00018521634046919647 -1.0000000180025095e-35 -1.0000000180025095e-35 0.003538058372214437 0.0044922733213752517 36096.000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.005333017325028778 0.00096678055706433963 5.6469973060302443e-05 0.041530305519700057 0.0047666530590504417 0.0035942669492214922 1.0000000180025095e-35 -1.0000000180025095e-35 0.00095379515551030647 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 4 -3 28 12 7 22 16 -9 11 17 -6 -12 26 24 -1 -4 -16 -14 -17 -18 -5 -22 -10 -19 -7 -20 -2 -15 right_child=1 3 10 6 5 14 -8 9 15 -11 13 -13 19 29 18 20 21 25 27 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03779124304643515 -0.11553250235308871 -0.1256911415970802 0.091686266993544097 0.063036209648514849 0.075524434369781651 0.057692977868787777 -0.1151470900703835 0.088013160397413234 -0.11756269527247701 -0.027061369145442424 0.077830056418046037 -0.069531568444205438 0.10203367504384681 -0.018810451143681513 -0.11173285006160719 -0.11940631123227297 -0.091462734964008169 0.054038324444870958 -0.13299725847249638 -0.09273489138418621 0.094245094768443352 0.076328595526146167 -0.084563010634779182 -0.11071849954041771 0.19942427462410658 -0.068711051981539442 -0.16289975114031779 0.11003054923191456 0.10093035039049482 -0.10546071442019518 leaf_count=7831 4257 16341 22290 2792 17854 2527 11256 21967 169017 12405 4904 7050 2207 11037 1305 4907 17961 7251 758 7236 3985 1876 15585 1726 431 4710 1698 204946 1119 10771 internal_value=0 0.45661 0.67826 -0.320465 0.892214 0.938734 -0.105373 0.0810091 -0.983742 0.448803 0.0892828 0.388179 0.288439 -0.367565 1.03777 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1.0000000180025095e-35 -1.0000000180025095e-35 0.00016398136358475315 5.4133466619532562e-05 0.00045738111657556152 0.061271483078598983 -2150.9999999999995 -1.0000000180025095e-35 0.031160921789705757 0.0014427589485421779 44.500000000000007 0.0046117019373923549 1.0000000180025095e-35 1.0000000180025095e-35 439.50000000000006 0.041530305519700057 1.5000000000000002 1.5000000000000002 0.0051734773442149171 0.0038404195802286272 3.1638373911846436e-05 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 6 -4 5 20 8 17 29 18 25 13 -13 -12 19 -5 -17 24 21 -8 -3 -9 -15 -11 -1 -7 27 -14 -16 -2 right_child=1 4 3 15 -6 10 14 9 -10 23 11 12 26 22 28 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.11566111621176274 0.084259176195996252 0.05107450524950731 -0.070505553392463005 -0.065473954545689744 -0.10758436662346156 0.11313608319951787 0.11000126886047987 0.11827079221782079 -0.098927833784837133 0.13967730688136867 0.078545558730077528 -0.079615535911831986 0.072312088425644849 -0.1173027801635913 0.093736837433534115 -0.12543853717518066 0.070962191667739941 0.013350005803192943 -0.096616307297473669 -0.13773462881437498 -0.10144675814830698 -0.028151394265749412 0.010420811454264279 -0.10154107213208334 0.17953105010516579 -0.12713576717778144 -0.042811789971230349 -0.023261732628968249 -0.13766334161368751 -0.1064996133500857 leaf_count=162510 12606 3047 18762 5368 18888 11299 182138 6075 4826 924 3695 6053 29622 10634 1617 2433 47540 4500 4595 996 15893 5317 3935 23387 426 746 4031 4890 2020 1227 internal_value=0 0.430622 0.711274 0.153984 -0.126516 0.0234676 0.949048 -0.948578 0.172063 -0.448002 0.208194 0.074382 0.301168 -0.499543 1.04492 0.47746 0.613173 -1.09544 0.118338 1.0813 -0.75219 0.507147 -0.820828 -0.904086 -1.1433 0.969489 0.468212 0.580836 -0.47395 0.645293 internal_count=600000 392266 279533 74103 112733 93845 205430 207734 18659 40298 74905 62860 44596 18264 186771 55341 49973 167436 15987 183134 18940 11392 14569 24311 162936 12045 38543 34512 3637 13833 shrinkage=0.1 Tree=12 num_leaves=31 num_cat=0 split_feature=637 618 620 113 613 499 611 616 611 138 1396 825 2097 1366 784 296 239 578 223 827 1060 616 834 447 258 16 775 654 231 617 split_gain=35381 9456.38 5658.28 2915.43 2614.99 3773.54 2589.52 2492.98 2232.77 1811.5 1593.76 1639.12 1552.45 1508.32 1556.39 1466.25 1338.34 1275.07 1242.9 1220.01 1169.79 1231.5 1144.51 1027.37 1014.81 924.383 913.793 828.654 997.997 824.546 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 119.50000000000001 0.00055813175276853155 14.500000000000002 0.0020114552462473516 6.551760435104371 217246.00000000003 5.8717963695526132 0.0014135077362880113 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -6.4970963001251212 1.0000000180025095e-35 1.0000000180025095e-35 0.0015371698536910119 0.0038570383330807094 559104.00000000012 1.0000000180025095e-35 4462617.5000000009 -315105.99999999994 0.024084219709038738 0.075068149715662016 0.0073243845254182824 -5.8830459117889395 1.0000000180025095e-35 0.00071973091689869772 370064.00000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 7 5 17 12 -2 16 -10 11 13 -5 14 15 29 25 -3 -8 23 -7 -22 -9 27 -18 -1 -16 -14 -29 -4 right_child=1 4 10 6 -6 20 18 22 9 -11 -12 -13 19 -15 26 -17 24 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.11458478857171485 -0.089409283271419976 0.079428389898379928 -0.033351427408985598 -0.12391161046132253 -0.10157042372375001 -0.041136886819261399 0.047630406779823886 -0.12953066937673308 -0.10289548865638148 0.017607239260241835 -0.081675317861808719 0.11246990018049614 0.1065862196733056 0.098570209847476123 0.074705037422515261 -0.058584040512018112 -0.11053065397246231 -0.078813755828972487 -0.10866909202803754 -0.09526000365128344 0.090173357886229905 -0.1228731619735819 0.093581399108106783 -0.021584357734197469 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8325.16 6900.67 5176.57 4129.46 2499.51 2182.74 2150.5 2155.42 2040.72 1984.82 1436.51 1853.27 1365.31 1296.96 1214.05 1188.47 1139.27 1125.53 1078.77 1198.75 1002.68 948.349 933.988 928.199 903.713 897.079 890.704 877.377 838.201 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 27904.000000000004 0.0006179562769830228 0.0029059419175609951 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1040.0000000000002 -1.0000000180025095e-35 0.0020155933452770118 -1.0000000180025095e-35 1389245184.0000002 0.00071497494354844104 1.0000000180025095e-35 -1.0000000180025095e-35 0.0033353602048009638 -1.0000000180025095e-35 0.0045915895607322463 1.0000000180025095e-35 1.0000000180025095e-35 0.0044556122738868007 1482223616.0000002 0.0082142031751573103 0.0063593129161745319 2.8675872272287964e-05 0.0048961180727928886 1.0000000180025095e-35 0.03370285406708718 -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=6 -2 3 7 -4 10 21 8 -3 -5 17 12 -11 25 19 22 23 -6 -9 -12 -21 -1 -13 -8 -15 -10 -23 -18 -25 -7 right_child=1 2 4 9 5 29 16 18 13 11 14 15 -14 24 -16 -17 27 -19 -20 20 -22 26 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.03966949553147376 -0.11877329995778126 0.10646090922132853 0.11271016910697577 -0.111645952842248 0.067773889051849029 0.032100246970384778 -0.10938363955687366 0.10040311353617364 -0.10058382789911835 -0.073298427582778103 -0.086776408171127931 -0.10024876205278822 0.12057118642725471 0.082204386734564011 -0.1080334805753968 0.10234481061069556 -0.11107182577285071 -0.084239412319653581 -0.10851278582378826 0.079705507752604585 -0.083059436272255455 -0.078997366268757974 0.077333649087337628 -0.10618160242547577 -0.030239149234241119 0.03019619379274089 0.071738354115189473 0.031054778621478749 0.72165570915436894 -0.093546285944728802 leaf_count=7681 19481 15650 17433 2511 3230 2935 168491 1839 8407 5508 2726 2692 4630 11150 2688 196409 5260 14336 9700 28606 2347 18006 3990 199 6215 3837 1981 5896 220 25946 internal_value=0 0.384039 0.468305 0.689758 -0.0540215 -0.250853 -0.883556 0.07752 0.313137 0.891574 0.049855 0.923828 0.106003 -0.0370607 0.374987 0.980469 -1.01457 -0.57195 -0.801226 0.513225 0.645907 -0.275211 0.0064849 -1.08325 0.400496 -0.59557 -0.582716 -0.246664 3.18077 -0.796794 internal_count=600000 392266 372785 272538 100247 82814 207734 56798 45259 215740 53933 213229 10138 29609 36367 203091 180066 17566 11539 33679 30953 27668 6682 168910 17365 12244 19987 11156 419 28881 shrinkage=0.1 Tree=14 num_leaves=31 num_cat=0 split_feature=637 620 640 589 1505 1451 1597 90 2114 95 618 109 691 511 360 681 1505 84 632 1899 1263 2047 2038 473 80 227 973 17 1726 685 split_gain=26573.8 7186.42 4674.77 2706.78 2336.16 2124.9 2014.28 2013.74 1684.95 1647.98 1579.87 1490.27 1405.37 1250.43 1243.92 1137.97 1234.19 1121.4 1054.77 1005.21 958.185 938.81 936.001 1469.57 825.63 784.48 775.755 904.414 738.288 733.72 threshold=-1.0000000180025095e-35 103.50000000000001 1.0000000180025095e-35 0.0026700310409069066 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0005769902199972422 -1.0000000180025095e-35 0.0038977477233856921 1.0000000180025095e-35 0.00066696747671812784 1.5000000000000002 0.021389262750744823 1.0000000180025095e-35 3.5000000000000004 -1.0000000180025095e-35 0.0035709943622350697 1.0000000180025095e-35 1.5000000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0025264727883040909 0.033060641959309585 0.0012811347842216494 -1.0000000180025095e-35 0.013433022890239956 1.0000000180025095e-35 464640.00000000006 decision_type=2 2 2 2 2 2 2 2 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 7 26 14 13 28 11 -9 18 17 -2 -13 24 -3 -5 -17 21 -8 22 -10 -7 23 -20 -1 -12 -4 -28 -6 -18 right_child=1 4 3 15 6 10 9 8 20 -11 25 12 -14 -15 -16 16 29 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.10922999737880811 0.10521557443789332 0.076551085403369842 0.021138325104701511 -0.069795727758147186 -0.024827157489916055 0.099618548019185169 -0.093112267059752563 -0.1018510837407009 -0.19293277456514527 -0.056579068838773068 -0.10239666041783976 -0.089140514423531575 0.12388808164362455 0.0053101266348731671 -0.092336210076909536 -0.11522207755488716 0.077885872029749795 -0.079546011918288806 0.071692507131575142 -0.11300898702171247 0.1000620242140754 -0.051134561600423775 0.088471628582468542 -0.039592013852225251 0.16746425545934931 0.030442149072521955 -0.10008241991489573 0.097340997032617019 -0.11568823990787148 -0.0089655218900854573 leaf_count=161304 6461 2345 5325 4632 13189 8006 3248 2538 599 10202 21362 7578 2492 5630 25051 2641 39507 4960 14414 1951 185762 3021 24773 9548 502 2949 14531 1304 8012 6163 internal_value=0 0.363168 0.6176 0.110237 -0.107105 -0.852562 0.0674266 0.854009 0.950356 0.267692 -0.345058 0.0678568 -0.453765 -1.01572 -0.741891 0.426921 0.546066 0.194604 0.426609 0.500954 0.98649 0.584826 0.563163 0.258136 -1.07597 -0.813985 -0.579723 -0.831339 -0.540712 0.640721 internal_count=600000 392266 279533 74103 112733 207734 85337 205430 188899 64136 40298 16531 10070 167436 27396 52943 48311 15987 53934 50686 186361 11027 48735 23962 161806 24311 21160 15835 21201 45670 shrinkage=0.1 Tree=15 num_leaves=31 num_cat=0 split_feature=637 632 736 245 515 611 1174 2097 1431 255 589 138 95 45 2125 554 681 502 685 386 1060 685 680 626 1973 258 338 214 588 681 split_gain=23045.3 6465.26 5499.65 4327.4 3301.84 2061.94 1986.71 1883 1830.03 1618.98 1616.55 1485.76 1394.27 1134 1108.03 1055.56 1047.55 991.778 934.33 979.762 913.341 839.883 834.678 830.234 800.658 783.848 719.345 695.725 637.252 599.981 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 27904.000000000004 0.00058401052956469368 0.0029059419175609951 5.8659350872039804 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0070428298786282548 0.0025775821413844828 0.0014135077362880113 0.0037611596053466205 1.0000000180025095e-35 -1.0000000180025095e-35 0.0060693665873259315 1.5000000000000002 0.00015400853590108457 766208.00000000012 0.00046797259710729128 1.0000000180025095e-35 274688.00000000006 11.500000000000002 1227146944.0000002 1.5000000000000002 0.075068149715662016 0.00011026286665583031 0.0082142031751573103 0.042248193174600608 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 6 -4 13 -3 -5 23 15 -10 -7 18 20 -12 -8 -14 -11 28 -20 -1 -16 -18 -6 -23 27 29 -15 -9 -13 right_child=1 2 4 7 8 11 9 12 10 17 14 26 16 25 21 -17 22 -19 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.11351241191422004 -0.11158760732688705 0.075487462111881579 0.10708874382598968 -0.10773839139660278 0.035126418486476248 -0.094430870277539949 -0.046682641814053127 0.1043375305712607 -0.082771376802551144 -0.089464289952208884 -0.055921132822657517 0.070637880208192672 -0.12451209179268166 -0.1044609352564517 0.060601288984377152 0.11036262261820183 0.017404041537106622 0.020443177842817777 0.086194287745371662 -0.10241702410351979 0.13761108799502819 -0.039316158198007795 0.098636223219194311 -0.10349626640573097 0.095384881552396897 0.11501053947442132 -0.061518549541808402 0.22848457252622315 0.03174878751524688 -0.085644384310177027 leaf_count=2314 19481 16150 17433 2712 2800 14331 3979 165305 10785 17620 8510 9716 2042 171321 27461 7342 18454 6024 4945 2477 2117 10863 17644 19727 2668 1065 4680 430 7844 1760 internal_value=0 0.342246 0.419243 0.629212 -0.0596178 -0.824049 0.0125014 0.813747 -0.234792 -0.293084 -0.0272227 -0.235712 0.847768 -0.970053 0.160211 0.502401 0.398294 -0.621142 0.955663 0.0688953 0.377678 0.336631 0.512826 -0.845518 -0.108081 -1.0138 0.203625 -1.03325 1.00111 0.501833 internal_count=600000 392266 372785 272538 100247 207734 51115 221423 82814 34965 60287 30487 218711 177247 49502 11321 38140 23644 180571 7422 4431 40992 36098 22527 13531 172816 16156 171751 173149 11476 shrinkage=0.1 Tree=16 num_leaves=31 num_cat=0 split_feature=637 736 655 1546 21 2159 578 685 588 68 1263 190 589 554 986 930 736 921 41 626 996 515 454 2300 619 2097 389 736 312 28 split_gain=19993.5 5560.1 5584.08 2499.9 2450.75 2023.86 1598.28 1532.57 1507.73 1330.17 1109.83 1040.66 992.805 947.508 919.463 909.831 905.077 903.635 904.386 871.267 1289.9 860.027 855.242 839.838 1148.33 832.307 809.116 749.572 712.828 675.722 threshold=-1.0000000180025095e-35 41142.000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.0037667428841814403 -1.0000000180025095e-35 0.0093186050653457659 367696.00000000006 0.040942892432212837 0.0036793834296986465 -1.0000000180025095e-35 0.0019531699363142256 0.0026986373122781519 0.0053004396613687286 1.0000000180025095e-35 1.0000000180025095e-35 1040.0000000000002 1.5000000000000002 1.0000000180025095e-35 1279799040.0000002 -1.0000000180025095e-35 0.0029059419175609951 6.7927354393759756e-05 1.0000000180025095e-35 39.500000000000007 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1901.09 1743.13 1447.9 1355.11 1322.48 1178.66 1023.26 1022.18 1069.24 981.229 978.185 1224.61 979.765 966.887 963.338 998.578 923.66 812.711 807.823 793.242 747.177 703.557 687.8 675.032 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 103.50000000000001 0.0036995589034631853 -1.4999999999999998 0.0043134079314768323 0.001018415321595967 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.00066037266515195381 3.8513344406965195e-05 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1383031744.0000002 3.4666284322738652 0.00076392779010348033 0.005000015953555704 1.0000000180025095e-35 0.00035123676934745168 4.5000000000000009 -1.4999999999999998 1.5000000000000002 0.0003957315930165351 1481493056.0000002 2968.5000000000005 52.500000000000007 0.0082142031751573103 decision_type=2 2 2 2 2 2 2 2 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 6 -5 9 12 8 16 10 -1 -10 19 14 -12 26 17 -4 -18 -3 -6 -22 -23 -14 27 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0.373967 0.589143 0.0941338 -0.76866 0.745357 -0.0152569 -0.104176 -0.3526 0.0346594 -0.546468 0.258491 0.329041 0.567706 0.903695 0.0931922 -0.16026 0.429714 0.470209 -0.1801 -0.366636 0.0148016 -0.540119 -0.511798 0.0428153 -0.0188602 -0.658793 -0.825949 -0.994095 internal_count=600000 392266 372785 272541 58174 207734 214367 100244 92039 59600 28893 32613 41833 19683 15617 172534 59426 33363 26063 34422 41111 32810 20652 7411 19446 16631 6411 17430 30707 148134 shrinkage=0.1 Tree=18 num_leaves=31 num_cat=0 split_feature=637 736 655 515 231 1060 734 125 1431 836 691 505 626 1559 589 511 76 1689 1482 2004 390 32 626 815 375 626 616 2097 214 211 split_gain=15017.1 4524.66 4646.65 2720.63 2058.64 1899.15 2008.06 1692.74 1668.43 1565.93 1444.89 1421.95 1420.24 1261.64 1132.76 1110.42 1205.73 1022.03 1072.67 989.446 933.003 905.461 791.678 848.789 754.746 678.072 650.238 638.548 579.955 704.789 threshold=-1.0000000180025095e-35 27904.000000000004 -1.0000000180025095e-35 0.0030804115813225512 0.00052445608889684092 1.0000000180025095e-35 -2543.9999999999995 0.0037888366496190433 -1.0000000180025095e-35 702.00000000000011 1.5000000000000002 0.0068302350118756303 1298415680.0000002 -1.0000000180025095e-35 0.0027462423313409094 0.0050324467010796079 0.00055838096886873256 -1.4999999999999998 -1.4999999999999998 1.0000000180025095e-35 9.0305074991192682e-05 0.0037807011976838116 1276620480.0000002 -33955.999999999993 0.00093225881573744129 1227146944.0000002 1202447.5000000002 -1.0000000180025095e-35 0.0082142031751573103 0.0094348350539803522 decision_type=2 2 2 2 2 2 2 2 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 4 -3 9 28 11 13 25 -2 14 17 19 -6 -10 16 -4 -7 -19 -9 -12 -11 23 -16 -24 -5 -13 -15 29 -1 right_child=1 3 15 8 7 6 -8 12 10 21 20 26 -14 27 22 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10739441007756624 0.089517763454058583 0.097712507895909101 0.09799160831081255 0.028526591316499154 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0.928337 -1.0438 -1.06338 internal_count=600000 392266 281417 110849 255680 207734 82650 217496 93148 38184 62577 75619 26663 190833 46156 25737 21794 71435 68378 11585 16421 25142 35379 13808 21571 30571 4184 186141 125084 124698 shrinkage=0.1 Tree=19 num_leaves=31 num_cat=0 split_feature=637 32 930 55 95 1360 1451 736 771 1174 255 618 618 156 517 114 84 1973 440 1780 19 736 1569 80 1567 906 825 1360 619 503 split_gain=13049.8 4135.81 4066.71 2768.69 2441.65 1984.35 1856.23 1607.17 1269.64 1312.5 1151.54 1143.5 1106.68 1015.1 834.461 807.947 727.717 704.562 696.848 678.971 666.539 648.846 608.022 593.412 575.409 574.816 570.719 565.135 571.858 559.792 threshold=-1.0000000180025095e-35 0.0034521047491580252 1.0000000180025095e-35 0.0008060782274696977 0.0037611596053466205 -1.0000000180025095e-35 1.0000000180025095e-35 27904.000000000004 -7.7924623489379874 -1.0000000180025095e-35 0.16648167371749881 1.0000000180025095e-35 1.0000000180025095e-35 0.0018371280166320505 0.010648221243172886 0.02497282158583403 0.0035859232302755122 1.0000000180025095e-35 0.0022065265802666549 -1.0000000180025095e-35 0.008311511483043434 750944.50000000012 -1.0000000180025095e-35 0.033060641959309585 1.0000000180025095e-35 -1.4999999999999998 -86539.999999999985 1.0000000180025095e-35 1.5000000000000002 0.00028010985988657927 decision_type=2 2 2 2 2 2 2 2 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 10 3 20 7 -6 13 11 9 19 21 -5 16 23 26 17 22 -15 24 -4 29 -2 -8 -1 -9 -14 -7 -27 -29 -3 right_child=1 2 8 4 5 14 12 18 -10 -11 -12 -13 25 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.10329556168899316 0.090150966598457546 -0.094882281233334378 -0.040132551869814515 0.073552499918149203 0.074853449398339017 -0.0031652733633727088 -0.042627675065392737 0.028689987588136377 0.095869766487310493 0.085617236686319056 -0.095766049260205294 -0.0080507561866644435 0.33346337628925155 -0.070105893202769401 0.026778919561639927 0.3131938121198396 -0.062980099236982265 0.093028789459224923 -0.056700612031137257 -0.25586400170884338 0.09763491967363104 -0.058835056492058037 0.091660553498305652 0.13966284947050039 -0.088042949893253536 -0.092132828124436475 -0.088741822151116714 0.14574082157678653 -0.11118493650464394 -0.028363852320437855 leaf_count=154631 99120 23855 2906 69893 11554 5054 2643 21916 63934 6639 1902 12938 179 9978 7383 431 4924 1909 10892 1239 1835 1833 8420 487 4474 21218 32127 1350 1564 12772 internal_value=0 0.269292 0.110283 -0.0540766 0.0970447 -0.362839 -0.718914 0.3173 0.768286 -0.11894 0.801981 0.560441 -0.201062 -0.913737 -0.591567 -0.142403 0.269951 -0.305483 -0.0882491 -1.13255 -0.663001 0.860284 0.592896 -1.01218 0.150006 -0.668212 -0.741561 -0.72508 0.431522 -0.730966 internal_count=600000 392266 289411 214693 176231 56118 207734 120113 74718 10784 102855 82831 40298 167436 44564 12318 15987 11887 37282 4145 38462 100953 11063 155118 26390 24311 37181 24132 2914 36627 shrinkage=0.1 Tree=20 num_leaves=31 num_cat=0 split_feature=637 632 785 2125 685 511 534 105 352 19 1685 510 618 825 655 1060 692 655 685 2047 1391 2097 588 623 1994 921 591 619 736 413 split_gain=11321.3 3640.94 3505.61 2949.41 2579.04 2525.98 2105.26 1803.67 1454.11 1348.82 1310.72 1210.74 1192.79 1107.27 1067 984.356 972.274 832.658 798.601 750.306 708.029 707.525 695.867 666.691 922.263 652.193 596.062 585.271 582.178 572.845 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -4.8822152614593497 -1.0000000180025095e-35 743168.00000000012 1.0000000180025095e-35 0.0062170317396521577 0.0047907039988785991 0.0024226001696661119 0.0074472585693001756 -1.0000000180025095e-35 0.061636077240109451 1.0000000180025095e-35 -176071.99999999997 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 5664.0000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.037094373255968101 1.0000000180025095e-35 -1.4999999999999998 1.5000000000000002 0.03662440553307534 111.50000000000001 4622.0000000000009 0.008744068909436466 decision_type=2 2 2 2 2 2 2 2 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 10 13 5 6 9 12 -6 -5 22 16 15 20 -8 -1 -7 19 -12 27 -4 -18 -3 24 -23 -14 -16 -17 -15 -9 right_child=1 2 3 4 8 11 14 29 -10 -11 18 -13 25 28 26 17 21 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.096271100857256028 -0.098673809067166843 0.057689010075035081 0.12388192380766785 -0.065898113121045904 0.04055034243853245 -0.020449364784045493 0.076572546012875914 -0.100080422529619 -0.10001947085575823 0.10756671311457026 0.080028258847602382 -0.058948302580632252 -0.082474324578383551 0.035834047942614633 -0.11277133950553732 0.094651002488455024 -0.057387464702926529 -0.093251612983716051 -0.097604264136966004 -0.037436784563703314 -0.030166415331836872 -0.10080708637349288 -0.098826723955477272 0.028941176636539601 0.095120013352220284 0.27263290077874014 0.092757125025094325 -0.13011138368559677 -0.076119021168452455 0.10720731838760585 leaf_count=10570 19481 7302 3879 19687 9792 5506 40694 137314 9631 3929 3036 4356 36865 2871 3198 11483 1770 4593 21518 4726 2907 1358 2135 10978 197769 244 1706 740 18763 1199 internal_value=0 0.252339 0.314735 0.414558 0.51583 0.598786 0.13762 -0.695591 -0.37406 -0.42124 -0.46854 0.770185 -0.317054 -0.317794 0.572665 0.0473958 0.808406 0.289984 -0.830472 0.500255 0.515932 0.850764 0.246024 0.873597 0.926905 -0.767329 -0.56247 0.810646 -0.5927 -0.972598 internal_count=600000 392266 372785 338794 310374 290951 69214 207734 19423 23616 33991 221737 69221 28420 45598 32112 217381 21542 24554 16949 6786 211875 9437 210105 199127 37109 4904 12223 21634 138513 shrinkage=0.1 Tree=21 num_leaves=31 num_cat=0 split_feature=637 32 930 55 95 247 1360 736 771 335 1174 106 618 589 2172 1375 681 43 825 112 135 785 1 1060 413 882 1836 512 316 310 split_gain=9819.57 3405.62 3190.9 2102.89 1865.04 1774.12 1539.02 1278.92 1163.36 1041.03 1031.34 981.418 910.584 798.9 975.092 671.976 657.489 656.617 605.321 588.512 579.467 569.29 561.1 544.095 534.167 529.881 560.028 521.987 496.297 495.904 threshold=-1.0000000180025095e-35 0.0034521047491580252 1.0000000180025095e-35 0.0008060782274696977 0.0037611596053466205 0.0015975924325175586 -1.0000000180025095e-35 12968.000000000002 -7.7924623489379874 0.0018853234942071142 -1.0000000180025095e-35 0.0024591118562966589 1.0000000180025095e-35 0.0027462423313409094 -1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.0017069925088435414 -119413.99999999999 0.0015773980994708838 0.003476524725556374 -4.8458447456359854 0.029125342145562175 1.0000000180025095e-35 0.008744068909436466 -1.0000000180025095e-35 1.5000000000000002 12683.000000000002 1.293627155973809e-05 0.001071200880687684 decision_type=2 2 2 2 2 2 2 2 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 9 3 22 7 19 -6 12 10 27 20 -7 21 -9 -15 18 -13 -11 -8 23 -4 -5 25 -1 -21 -3 -27 -2 -25 -26 right_child=1 2 8 4 6 11 15 13 -10 17 -12 16 -14 14 -16 -17 -18 -19 -20 24 -22 -23 -24 28 29 26 -28 -29 -30 -31 leaf_value=-0.10584178107893658 0.091319578174590868 -0.080211051546016598 0.022447118957519593 -0.057338447428054523 0.069003518116767443 -0.083926472326870352 0.018656618376808123 -0.061263279125752024 0.091152948619227112 -0.086763714856705559 0.079750646940396477 0.03342097312939462 -0.0058680328903469555 -0.12237072142956511 0.027954800372934685 0.057085956963238274 -0.091663880839398054 0.064785395629213066 -0.076953656688319869 -0.098040159799144558 -0.17211716264148186 0.083210584413860395 0.043372061962673139 0.11098951759486814 -0.10100388753531618 0.11446587823080688 -0.11157196712997194 -0.027327151740573742 -0.088837196141518901 0.27973963198914814 leaf_count=5955 91848 31457 1873 2005 11554 18545 4301 10277 63934 3386 6639 19848 11067 2641 37296 4252 5024 4814 36011 152375 2272 56827 3411 3290 827 2080 1514 2807 1532 338 internal_value=0 0.238106 0.0900984 -0.0568501 0.0789922 -0.67103 -0.335608 0.277512 0.71089 0.747924 -0.155162 -0.157441 0.568163 -0.00965561 0.162244 -0.540128 0.145832 -0.149478 -0.639006 -0.885251 -1.01483 0.758919 -0.604177 -0.135558 -0.954238 -0.700304 0.31088 0.862161 0.479311 1.00513 internal_count=600000 392266 289411 214693 176231 207734 56118 120113 74718 102855 10784 43417 69899 50214 39937 44564 24872 8200 40312 164317 4145 58832 38462 10777 153540 35051 3594 94655 4822 1165 shrinkage=0.1 Tree=22 num_leaves=31 num_cat=0 split_feature=637 691 515 95 1190 596 736 2159 836 1763 654 1693 1303 214 360 502 511 620 2072 1903 41 1650 1737 734 771 2125 906 40 1043 231 split_gain=8483.79 3089.27 3071.8 2311.63 2133.33 1920.3 1889.33 1733.69 1082.21 1024.27 1020.21 1070.51 840.624 832.891 726.019 701.79 681.633 653.341 651.938 634.086 610.244 579.766 568.935 621.267 567.735 788.626 555.02 551.717 670.807 542.325 threshold=-1.0000000180025095e-35 1.5000000000000002 0.0068361228331923493 0.0038240379653871064 -1.0000000180025095e-35 0.0010842418414540591 27904.000000000004 -1.0000000180025095e-35 170.00000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 0.0016363564645871522 9.9988923466298743e-05 9.2643171228701262e-05 0.0041357488371431836 231.50000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -10729.999999999998 -7.7924623489379874 -1.0000000180025095e-35 -1.4999999999999998 0.012622380629181864 -1.0000000180025095e-35 0.00056054137530736636 decision_type=2 2 2 2 2 2 2 2 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 29 5 19 8 10 17 -4 24 11 -7 -5 20 -8 -10 -12 22 -13 -3 -9 -11 23 -1 25 -6 -22 28 -15 -2 right_child=1 4 3 12 9 6 14 13 15 21 16 18 -14 27 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026252961384707181 0.018041959370424937 0.099060426255108219 0.059707936508585462 -0.068327059511742949 -0.22582914187906589 -0.11150966484733256 0.012463519263585221 0.041618387399118432 -0.11203406520834037 -0.068959688538627564 -0.093582033641605 0.073551603692456696 0.081362683460104043 0.054500151283007066 -0.058969122350731241 -0.023033142546557549 0.099957810338026837 -0.083979962359855234 -0.073919802826047376 -0.080211857457424818 0.35250070468181016 0.11898782758323755 0.10826095128385085 0.1216810084569384 0.10260893691878283 0.054477743664787082 -0.10004820926307612 0.21852509732609171 -0.081198623404257333 0.091059980574464738 leaf_count=14629 9409 1295 6078 44634 564 2222 20678 3419 12790 4245 5135 85386 3250 3746 16815 10091 1489 7073 1742 8790 140 1211 3854 2112 96661 9196 159881 608 12272 50585 internal_value=0 0.223007 0.0664131 -0.0749135 0.675762 0.0923079 0.253456 -0.64549 -0.497392 0.839071 0.512566 0.616157 -0.591781 -0.832725 -0.205985 -0.725386 -0.457962 -0.0347432 0.683595 -0.49084 -0.942487 -0.204959 0.193394 -0.0374367 0.93895 0.212201 -0.987692 -0.178779 -0.31872 0.737772 internal_count=600000 392266 270304 210310 121962 162426 133467 207734 28959 111877 95974 89350 47884 180066 37493 22881 6624 27668 87128 10085 163440 5456 20595 16741 106421 9760 160021 16626 16018 59994 shrinkage=0.1 Tree=23 num_leaves=31 num_cat=0 split_feature=640 589 2114 1263 677 181 570 1836 626 32 2159 578 512 951 336 757 807 50 626 1303 721 691 643 315 612 502 40 214 757 797 split_gain=7479.58 4100.11 2650.86 2697.15 1814.07 1446.78 1440.08 1235.18 1046.58 930.308 879.185 818.557 797.39 700.448 856.743 682.958 841.394 674.675 660.741 651.287 650.545 621.129 599.607 582.542 525.211 544.866 506.014 535.601 488.878 491.516 threshold=1.0000000180025095e-35 0.0026700310409069066 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.00041492290620226418 0.0044338111765682706 1.0000000180025095e-35 1398239424.0000002 0.0054308169055730113 -1.0000000180025095e-35 0.018352935090661052 3944.5000000000005 -1.0000000180025095e-35 0.00489302957430482 5.1897597312927255 1952.5000000000002 0.0035622450523078446 1260053568.0000002 1.5000000000000002 -38655.999999999993 1.5000000000000002 1.0000000180025095e-35 6.9786179665243267e-05 1.0000000180025095e-35 0.0029456362826749687 0.016463991254568103 0.00057545374147593986 4.4416997432708749 -2295807.9999999995 decision_type=2 2 2 2 2 2 2 2 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 8 -4 6 9 -3 20 28 23 17 12 13 -8 -15 -9 -17 -2 -18 -14 -7 -11 -10 -5 25 -6 -12 -28 -1 -30 right_child=1 4 3 5 24 7 11 15 22 21 26 -13 19 14 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.02825759759074967 -0.049132575144235767 -0.071496387157991809 -0.11218881339303584 0.075343663389242699 -0.091841323954750462 -0.17195260415614166 0.11995217133627492 0.053405394628213511 0.060796738873732742 -0.096532950402120662 -0.089668526514607647 -0.063991210405181298 -0.02656233961099301 0.064449145885759423 -0.019624332157438067 -0.41863508340990485 -0.11753192772656169 0.062909378371770297 0.045289011684018311 0.071895802015979962 0.092339439025038217 0.092337859862773417 -0.22561988432574134 -0.099044262230163077 -0.10040404612851307 0.011684527792141479 -0.10243893052362139 0.12676878950073919 0.12952051709225815 -0.087640950809104695 leaf_count=3259 22628 18678 5871 12767 8990 643 12853 21004 7794 6363 155138 8898 16030 34458 13397 370 2645 5275 4446 7092 173870 2360 377 1336 21699 10593 3442 1667 536 15521 internal_value=0 -0.32108 0.414395 0.569551 0.00615883 0.649183 0.180463 0.763547 -0.283658 -0.0123184 -0.71529 0.300002 0.373375 0.559178 0.412466 0.225023 -0.4294 -0.276273 -0.222643 -0.0164222 0.904216 -0.652033 0.445386 0.503569 -0.59311 -0.266496 -0.854201 0.233388 -0.606192 -0.784454 internal_count=600000 340838 259162 231675 152688 225804 111406 202978 27487 22826 188150 92728 83830 60708 47855 28465 7461 27903 7091 23122 174513 8723 8171 14103 41282 19583 160247 5109 19316 16057 shrinkage=0.1 Tree=24 num_leaves=31 num_cat=0 split_feature=637 32 691 688 1060 165 736 827 389 19 529 182 2072 588 335 1174 466 921 69 117 1316 135 1345 515 611 351 1480 1258 617 616 split_gain=6440.04 2568.01 2324.09 2106.87 1676.47 1485.73 1787.46 1422.92 1259.75 1076.69 887.198 937.806 874.201 934.142 834.171 739.293 697.934 631.535 540.369 590.841 533.786 491.852 483.217 462.741 462.366 458.863 441.629 438.252 430.279 403.374 threshold=-1.0000000180025095e-35 0.0034521047491580252 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 0.00053267375915311288 27904.000000000004 47104.000000000007 0.0009145120275206865 0.0074472585693001756 0.010017641820013525 0.0017247528885491195 1.0000000180025095e-35 0.040942892432212837 0.0016636865329928698 -1.0000000180025095e-35 0.0097117307595908659 1.5000000000000002 0.004219197668135167 0.013858661521226169 -1.0000000180025095e-35 0.003476524725556374 1.5000000000000002 0.0026059879455715422 6.5659384727478036 9.5245966804213835e-05 1.0000000180025095e-35 1.5000000000000002 20544.000000000004 181262.00000000003 decision_type=2 2 2 2 2 2 2 2 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 14 5 7 -1 9 12 -4 16 -3 11 -8 13 18 24 21 25 28 -7 20 -20 -9 -5 -16 -2 -6 29 -18 -10 -13 right_child=1 2 3 22 8 6 10 15 17 -11 -12 26 -14 -15 23 -17 27 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.097836418337509501 0.08321789847671536 -0.073720938958159218 0.10586229349203137 -0.05637649898380976 0.066412127449896594 0.0041000672118889853 -0.061734394093238186 0.026021347561304947 0.18166423824367001 0.096652420408393516 -0.072323555769820289 -0.1267583849542166 -0.090702896012202106 -0.035926944965245573 0.095736499342554779 0.07454413459297847 -0.058949716349572953 0.27690628879199958 -0.1531346604173629 -0.06010641230855987 0.071731767083840409 -0.1480237348704688 0.10018996949697144 -0.05113351906692673 -0.088044257573143381 -0.031308178960966132 -0.10006197892780291 0.26285233800250934 -0.081514638111221019 0.057846424099541459 leaf_count=125084 92920 31875 67417 13627 14848 18629 9843 2043 378 3239 29234 667 3284 10714 3271 6457 14118 232 677 2774 68731 2261 2101 5317 1347 5413 1314 223 47438 14524 internal_value=0 0.199039 0.0664456 0.530935 -0.597898 -0.091607 0.0341812 0.818019 -0.272371 -0.59166 -0.341767 -0.0346344 0.286107 0.350945 0.678229 -0.149136 0.119502 -0.713062 0.473665 0.610328 0.680556 -0.827551 -0.382165 -0.12966 0.796102 0.420851 0.349015 -0.480318 -0.765885 0.478376 internal_count=600000 392266 289411 93906 207734 195505 160391 78178 82650 35114 55582 26348 104809 101525 102855 10761 34602 48048 90811 72182 69408 4304 15728 8588 94267 20261 16505 14341 47816 15191 shrinkage=0.1 Tree=25 num_leaves=31 num_cat=0 split_feature=504 32 613 69 360 951 616 736 1302 655 836 526 596 615 748 396 256 1411 692 2159 1675 619 512 1480 619 334 1995 632 626 2016 split_gain=5622.77 3170.06 3037.18 1777.6 1476.99 1315.69 1091.45 942.357 931.778 925.501 943.932 874.039 812.922 709.454 687.43 677.696 655.549 647.973 643.437 554.752 529.654 528.468 514.381 477.565 472.263 506.242 444.762 429.383 385.044 375.479 threshold=0.0020155933452770118 0.0049480844754725703 1.0000000180025095e-35 0.0045072259381413468 0.000151313201058656 -1.0000000180025095e-35 1410350.0000000002 4622.0000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 706.00000000000011 0.0019258075626567008 0.0010842418414540591 3.5000000000000004 -4.270268201828002 0.00028844222833868122 0.023702395148575309 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 -1.0000000180025095e-35 2.5000000000000004 137.50000000000003 1.0000000180025095e-35 1.5000000000000002 5.4261512559605769e-05 -1.0000000180025095e-35 1.0000000180025095e-35 1323701888.0000002 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 4 6 16 11 20 17 -8 -5 10 14 15 -12 -10 -7 21 29 18 -2 -6 -3 -1 -21 -15 25 -14 -19 -20 -28 -4 right_child=2 5 3 8 19 9 7 -9 13 -11 12 -13 24 23 -16 -17 -18 26 27 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.062507338754067845 -0.014422602093909052 -0.033400665984854264 -0.074653962974202154 -0.07767425094240768 0.046352128465207768 -0.061882946464544626 0.064482816476378352 -0.058929799383479746 -0.026561631209948589 -0.096963606681128439 -0.091719571616605072 0.088530680633459549 0.0097273069545360542 0.072960794667293161 0.073763091881762138 -0.054223696035812181 0.035040868063318242 0.083210949819222779 -0.049726552380397533 0.036553927777678498 0.11335257829689108 -0.061426932386001762 -0.0786029184745375 -0.074370699474557947 -0.092396910791426298 -0.094124645528971221 -0.12586341939477572 0.088562863096001795 0.036081604816738749 0.080057017158022173 leaf_count=18136 6049 2810 35087 7946 4825 6823 16957 7925 8210 100804 51393 30221 21963 37986 10155 12278 7392 2129 1959 6955 4753 5366 23170 1414 10823 4925 1893 147013 1690 950 internal_value=0 -0.328472 0.330313 -0.0813025 0.13846 -0.589137 0.616542 0.00922686 0.293369 -0.660275 -0.469783 0.435497 -0.608048 0.44448 0.232594 0.111174 -0.53001 0.734734 0.799089 -0.39444 0.517376 0.409102 -0.588056 0.642354 -0.284257 -0.098143 -0.0563147 0.857038 -0.579103 -0.684765 internal_count=600000 315400 284600 98985 100951 214449 185615 24882 55556 206886 106082 66001 89104 47610 16978 35780 43429 160733 155021 34950 7563 23502 30125 39400 37711 26888 5712 148972 3583 36037 shrinkage=0.1 Tree=26 num_leaves=31 num_cat=0 split_feature=637 691 515 688 1060 95 771 334 32 389 54 685 618 48 1174 602 534 736 456 994 619 613 921 395 370 1360 775 222 515 775 split_gain=4963.63 2139.88 2053.06 1585.82 1527.86 1474.18 1370.78 1344.45 1216.06 1033.99 714.683 683.729 651.097 648.463 642.106 594.414 591.432 584.946 554.189 513.991 506.251 499.033 482.323 475.75 465.155 456.545 455.232 453.322 440.731 409.533 threshold=-1.0000000180025095e-35 1.5000000000000002 0.0068361228331923493 6.5000000000000009 1.0000000180025095e-35 0.0038509159348905091 -7.7924623489379874 4.7460678615607328e-05 0.0049480844754725703 0.001070732716470957 0.0038213427178561692 246016.00000000003 1.0000000180025095e-35 0.0050905956886708745 -1.0000000180025095e-35 0.02527757361531258 0.016483917832374576 71936.000000000015 0.00295411772094667 -1.0000000180025095e-35 47.500000000000007 1.0000000180025095e-35 1.5000000000000002 2.6112405066669456e-05 0.00073861770215444278 1.0000000180025095e-35 -7.6089253425598136 0.00070328038418665539 0.039295671507716186 -5.6433100700378409 decision_type=2 2 2 2 2 2 2 2 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 24 6 -1 7 14 8 15 12 11 13 20 27 -3 17 26 -4 21 -9 28 -5 -11 -13 -2 -14 -7 -10 -6 -21 right_child=1 3 5 18 9 16 -8 19 10 22 -12 23 25 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.095620976648380873 0.086404305248056548 -0.076336943934323997 0.070040137158712781 0.078563377421476621 0.075538370425608264 0.09799949438811055 0.10426793462565605 0.068227234092938682 -0.030130068307825209 -0.076634044510712956 0.077625286224319939 0.052233434548501212 -0.064850146292911262 -0.075468271044639712 0.071513935631784126 -0.10568025659739287 0.063470558822312534 -0.00018859461585046371 -0.071457446799821342 0.074767948036383147 -0.10585276712429569 -0.050106674126816901 0.2351504673164137 -0.089213418070481471 0.018535593317855117 0.088232155685403782 -0.066977514452628839 0.042012116869458195 -0.03901346956385273 -0.071576916565838228 leaf_count=125084 47785 4313 61577 8696 12487 1316 89630 2020 8841 44302 10669 1798 17546 7828 7434 1455 3258 11786 8364 2199 1823 3525 219 11532 12209 2009 40980 24534 4264 20517 internal_value=0 0.178467 0.043908 0.600524 -0.556631 -0.0746734 0.837598 0.0627486 0.194322 -0.241842 -0.0820027 -0.190527 0.0833791 0.0100522 -0.133095 0.49154 -0.523614 0.545356 -0.133839 -0.495782 0.403919 0.29545 -0.709785 -0.690951 0.649894 -0.423366 -0.614791 0.184432 0.544906 -0.620868 internal_count=600000 392266 270304 121962 207734 210310 101377 164756 140020 82650 65202 54533 38129 41203 11747 74818 45554 73363 20585 24736 18574 12221 44521 13330 59994 19555 42296 33375 16751 22716 shrinkage=0.1 Tree=27 num_leaves=31 num_cat=0 split_feature=504 655 613 604 69 32 786 10 126 1411 1302 616 74 615 1930 398 362 681 497 591 598 567 619 834 554 1696 1263 639 687 513 split_gain=4298.97 2443.14 2417.75 1728.93 1359.95 1176.79 1024.45 984.665 767.615 679.682 676.224 634.091 582.602 581.137 544.398 527.554 508.401 497.668 493.814 486.918 459.493 449.324 388.038 386.285 376.408 367.259 354.579 361.942 353.562 363.549 threshold=0.0020155933452770118 -1.0000000180025095e-35 1.0000000180025095e-35 0.0065121585503220567 0.0045770963188260802 0.004365782020613552 1.1171985268592837 0.0034772020298987631 0.0011207309435121717 1.0000000180025095e-35 -1.0000000180025095e-35 1032199.0000000001 0.00015626220556441697 3.5000000000000004 1.0000000180025095e-35 6.6593831434147446e-05 0.00028885046776849782 1.5000000000000002 0.00012442870502127337 0.010268034879118206 0.045863742008805282 0.0061050504446029672 5.5000000000000009 -1534935.4999999998 0.0045848081354051837 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 7.4475369453430185 decision_type=2 2 2 2 2 2 2 2 2 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 14 16 -1 9 15 26 -6 17 20 -12 -4 -7 24 -9 28 -13 -3 -20 -10 -15 -5 -21 -2 -28 -8 -30 right_child=2 12 4 5 10 8 18 11 22 -11 13 19 -14 23 -16 -17 -18 -19 21 25 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.05769561644997559 -0.070649422749223464 -0.10138580014126658 -0.074477733350796882 -0.0095378657790025495 -0.070082772821738665 0.02702871336157402 0.10850040692894317 -0.16985849323219451 0.031000774426037291 -0.010890125975672025 -0.024440634667442448 0.083301664535274503 -0.090693707095957379 -0.075680814799637036 -0.0056813462848449786 -0.065990532862408011 -0.05252792489512606 0.052742036190791784 0.065815373491899434 0.082293862080228888 0.093876146270676808 -0.05465349085722318 -0.083482964964798595 0.067726528346213122 0.081112056179523995 -0.074847470777051395 0.093017501211547365 -0.043145479503117083 0.069533838618895352 -0.095108347458903925 leaf_count=6865 946 3639 29495 4773 7376 8769 1535 817 27816 5055 8057 4295 111199 1527 15468 29295 3400 43252 4890 1697 4095 8797 3592 37062 40224 8160 119689 1704 1715 54796 internal_value=0 -0.299626 0.299372 -0.104022 -0.0746313 0.131976 -0.52401 0.56955 -0.112719 0.777234 0.274667 0.228255 -0.820065 0.405936 -0.462603 -0.448899 0.562603 0.463528 -0.672287 -0.284578 0.202875 -0.167807 0.207913 0.59792 0.678092 -0.548186 0.866047 0.894772 -0.849276 -0.893921 internal_count=600000 315400 284600 196467 98985 117869 78598 185615 69472 127394 54022 58221 118933 46646 44963 38064 48397 44069 71733 14152 7734 13687 31408 38589 44997 9857 122339 121393 58046 56511 shrinkage=0.1 Tree=28 num_leaves=31 num_cat=0 split_feature=637 691 515 138 688 771 570 736 195 1689 1509 612 622 655 691 1901 626 655 64 516 1174 513 356 1632 550 846 113 529 2188 413 split_gain=3814.5 1806.46 1620.75 1386.94 1351.3 1216.46 1203.26 1465.1 952.706 715.997 699.179 664.895 657.197 722.775 597.456 567.944 878.046 572.993 541.786 533.983 487.176 480.932 472.249 453.176 453.014 429.751 427.256 416.255 399.485 399.098 threshold=-1.0000000180025095e-35 1.5000000000000002 0.0068361228331923493 0.0012446319451555612 6.5000000000000009 -7.7924623489379874 0.0037812264636158948 27904.000000000004 0.0038845998933538799 -1.4999999999999998 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1337400384.0000002 -1.0000000180025095e-35 0.0066483954433351764 0.0028886428335681562 -1.0000000180025095e-35 7.551316738128663 0.00028979835042264318 -1.0000000180025095e-35 0.013925124425441028 -1.0000000180025095e-35 0.00039064677548594778 0.011009783484041693 -1.0000000180025095e-35 0.008744068909436466 decision_type=2 2 2 2 2 2 2 2 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 26 12 5 20 21 8 19 -10 14 18 13 28 -5 16 -11 -18 27 24 -3 -4 -6 -23 -8 -25 -2 -9 -1 -14 right_child=1 4 6 10 22 -7 7 11 9 15 -12 -13 29 -15 -16 -17 17 -19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.096421433583641497 -0.030619282431992374 -0.064310227017550931 0.1000897022316289 -0.056955380624280599 0.026300873833433099 0.10151478891263856 0.04078488826184011 0.019432633184711362 0.09173480480478205 -0.090939683717626063 0.061115351575145804 -0.076331993734553558 -0.095126837628699168 -0.098045879328695129 0.049013137990136124 0.088040021617198969 0.042159158492116364 -0.098228188822651857 -0.079191694243479313 0.07278160214943058 0.067317921842970738 0.020748211626667904 -0.070709933232839695 -0.093603328570329242 -0.043703187100580548 0.062898557673713953 0.070920323740536431 -0.053435479821761812 0.12111138359015715 0.083435446981348527 leaf_count=1735 3532 4313 2301 32561 12569 89630 21915 23208 3786 11939 9260 25817 142693 10487 5768 4997 10936 3467 5986 55766 7434 4155 8016 21386 6629 1570 56462 6452 3832 1398 internal_value=0 0.159231 0.0340164 -0.516675 0.56763 0.801584 -0.0721219 0.0273466 0.254259 -0.114142 -0.0513557 -0.309439 -0.789277 -0.0178109 -0.312632 -0.273629 -0.404187 0.109039 -0.119619 0.480034 -0.11628 -0.603636 -0.129167 -0.687178 0.176583 -0.835712 0.598821 0.0284764 0.771032 -0.912832 internal_count=600000 392266 270304 207734 121962 101377 210310 180898 119435 35125 47589 61463 160145 16054 38329 31339 26342 14403 35646 84310 11747 29412 20585 27111 28544 22956 59994 29660 5567 144091 shrinkage=0.1 Tree=29 num_leaves=31 num_cat=0 split_feature=655 681 836 328 1608 640 1263 89 1303 784 508 2125 512 691 778 626 2136 677 69 74 51 1396 2188 584 748 692 2026 1183 785 626 split_gain=3381.65 2979.75 2153.47 1452.92 1334.88 1102.49 1487.69 915.154 891.839 1215.57 821.82 783.026 579.015 560.966 557.945 645.257 543.691 531.184 494.231 455.391 427.721 412.726 408.445 396.568 392.156 390.906 370.879 368.467 347.974 330.853 threshold=-1.0000000180025095e-35 5.5000000000000009 706.00000000000011 0.00017882378597278151 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0022409505909308795 1.5000000000000002 -6.6652956008911124 0.0052021984010934838 -1.0000000180025095e-35 3711.5000000000005 1.5000000000000002 -6.6504638195037833 1276620480.0000002 48.500000000000007 1.0000000180025095e-35 0.0052840064745396384 0.00015626220556441697 0.0039143012836575517 1.0000000180025095e-35 -1.0000000180025095e-35 0.11599660664796831 -7.0016880035400382 4.5000000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -4.981468439102172 1482938368.0000002 decision_type=2 2 2 2 2 2 2 2 2 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 22 4 5 6 -4 29 9 -6 19 17 -9 14 -11 -16 27 -8 -12 23 -19 -10 -1 -2 -3 -5 -24 -13 -17 -7 right_child=10 24 3 25 8 7 11 12 21 13 18 16 -14 -15 15 28 -18 20 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033788352982761657 -0.09191754185097481 0.18179312690889382 -0.103683761697263 -0.060507265442881764 0.054088492845092338 -0.057993591659184142 -0.081460065971390758 0.056347559364483921 0.085506082641655018 0.24333233704955662 -0.041504537644291808 0.088551123437844423 -0.013357552976324256 0.024702069870653303 -0.1110559105578045 -0.14773700383592031 -0.12027112934321048 -0.039829319805350087 0.091284439909067414 -0.082816812104033882 0.085853160905857193 -0.034150776336538603 -0.068299599172352649 0.096392829623565116 -0.088399912523149035 0.056504148580083582 0.093595771813868245 0.015564162450414747 -0.006715748596655054 0.012541902427020388 leaf_count=3912 3545 314 4199 30608 14259 26648 3410 31544 10382 275 7158 130024 11806 6184 17418 1411 807 2274 4304 119717 5858 2395 1193 4190 56809 2010 72266 6127 9790 9163 internal_value=0 0.123302 0.207206 0.103194 0.185886 0.328309 0.551151 0.0598705 -0.180231 -0.356981 -0.613089 0.644179 0.316932 -0.593235 -0.740393 -0.785931 0.777463 0.0266294 0.169855 -0.753099 0.400542 0.523542 0.814504 0.20077 -0.834494 -0.500455 0.885602 0.812554 -0.263678 -0.365978 internal_count=600000 461086 403963 326592 293974 231860 152699 79161 62114 49337 138914 148500 43350 35078 28894 28619 136958 11542 11462 127452 8132 12777 77371 7735 57123 32618 73459 136151 11201 35811 shrinkage=0.1 Tree=30 num_leaves=31 num_cat=0 split_feature=504 32 613 256 376 951 613 586 51 616 655 604 530 1210 2159 736 618 562 128 736 282 685 529 1675 619 626 395 414 76 95 split_gain=2935.84 1858.28 1771.66 1052.46 1011.67 1005.09 937.788 861.929 777.254 673.159 665.799 610.494 591.357 530.055 489.736 467.119 571.409 452.712 446.872 438.612 417.78 410.085 393.934 393.179 377.401 321.28 318.685 317.845 305.836 304.974 threshold=0.0020155933452770118 0.0049480844754725703 1.0000000180025095e-35 0.0023378711193799977 0.00034134587622247642 -1.0000000180025095e-35 19.500000000000004 0.0072267691139131793 0.0039888201281428346 1032199.0000000001 -1.0000000180025095e-35 0.0065419105812907228 0.0010233338107354941 -1.0000000180025095e-35 -1.0000000180025095e-35 10764.000000000002 1.0000000180025095e-35 0.00050860390183515858 0.0040312346536666164 4622.0000000000009 8.2680235209409164e-06 1598208.0000000002 0.0083335279487073439 -1.0000000180025095e-35 14.500000000000002 1256662400.0000002 2.7225946723774545e-05 2.8479583306761928e-05 0.00041874499584082519 0.0032895399490371351 decision_type=2 2 2 2 2 2 2 2 2 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 11 23 8 -2 -4 18 12 25 17 -5 20 16 22 -7 -9 -11 29 -15 -14 -3 -13 -1 -17 -21 -12 -6 right_child=2 5 3 13 14 10 -8 9 -10 19 28 24 15 21 -16 26 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.083329681218977381 0.091573126651474893 -0.02295730971272025 -0.058792609814031858 -0.077913720657736552 0.05584656088892688 0.097219551692818762 -0.10320222746378484 0.070034757282374516 0.032384455324674745 0.043399393777947881 0.085741791611288018 0.068808925964929851 -0.025522527493155478 0.052262762322339944 -0.080932663139755556 0.041453487911453812 -0.059941727361957256 -0.08477392899585344 0.014416612633666403 -0.10254770281245591 -0.090702815744569149 -0.084297343619272339 0.062209415480462833 0.11021909408211865 -0.078548973063068683 0.016093876421298121 -0.072398317845249374 -0.0064983181994260524 -0.092232689797885153 -0.086345096573899188 leaf_count=4765 81733 2810 14330 2240 8649 1164 23485 58551 14960 12781 1483 48011 8051 42314 18173 2756 13417 45833 23172 3764 4529 1656 16412 4753 2767 12775 18449 5614 99321 1282 internal_value=0 -0.26339 0.259872 -0.0690582 0.121527 -0.489678 -0.363804 0.509734 -0.0971492 0.336437 -0.563141 0.38592 -0.396266 0.314654 -0.3629 -0.197447 0.0403665 -0.758015 0.503912 -0.131715 0.0304513 0.434523 0.316825 0.5286 0.612549 -0.141257 -0.567639 -0.47445 -0.881517 0.331037 internal_count=600000 315400 284600 98985 100951 214449 52775 185615 29290 103882 206886 68318 106082 46210 32633 59085 37880 46997 81723 22159 14460 43970 24463 7563 50778 17540 21205 9378 100804 9931 shrinkage=0.1 Tree=31 num_leaves=31 num_cat=0 split_feature=637 691 1060 515 688 771 570 736 626 807 578 515 1722 620 1399 1695 618 734 618 1460 626 1346 825 1526 2125 577 355 1689 512 227 split_gain=2637.11 1388.76 1226.8 1166.08 1072.04 1087.43 905.45 913.503 763.794 1292.15 752.393 668.657 601.524 574.635 550.504 506.069 474.449 461.702 444.016 439.465 432.277 561.836 431.746 416.72 416.357 412.616 394.085 392.329 385.115 378.697 threshold=-1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.0068361228331923493 6.5000000000000009 -7.7801625728607169 0.0043631277512758979 27904.000000000004 1276620480.0000002 27.500000000000004 0.014642501249909403 0.050672715529799468 1.0000000180025095e-35 202.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -161535.99999999997 1.0000000180025095e-35 -1.0000000180025095e-35 1307629888.0000002 -1.0000000180025095e-35 -154297.99999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0041431821882724771 9.8790715128416209e-05 -1.0000000180025095e-35 8459.5000000000018 0.0010252897627651694 decision_type=2 2 2 2 2 2 2 2 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 28 5 23 25 8 9 15 13 16 22 18 20 17 -10 -8 19 -4 21 -9 -11 -3 -25 -5 -21 -6 -2 -20 right_child=1 4 10 6 27 -7 7 14 11 12 -12 -13 -14 -15 -16 -17 -18 -19 29 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.090775461949684152 0.063334487780808399 -0.15869749152097831 0.11648766707076907 -0.060848919352867001 0.057212340526758526 0.098439745229220305 -0.13827596705609965 0.098403785822338996 0.075498121999214587 0.0048521653564370104 -0.067366004807292851 -0.052225157468396066 0.11433422447277156 -0.066037246396738414 -0.081823954153961265 -0.077866952069791759 0.0059998327566336707 0.076911671500995843 -0.069292394130951757 0.061323814122290453 0.015399438000100846 -0.055167968909161251 -0.10996884694430198 -0.14139546965545913 0.041385978007476149 0.043095661454444573 -0.061092736349315564 -0.041112049703001613 -0.05165540434662691 0.055681031175594572 leaf_count=125084 56927 842 4880 31051 6805 89578 840 1972 50993 3712 40675 4922 1333 11977 18172 2314 10301 28667 12157 5853 22970 17024 10642 763 10194 5397 3853 13780 3067 3255 internal_value=0 0.136916 -0.463203 0.0237998 0.521056 0.752264 -0.068377 0.0325709 0.227693 -0.101348 -0.172672 0.461493 -0.672483 0.0887686 -0.243852 0.447223 0.578598 0.64346 0.291983 0.576547 -0.107097 -0.399584 -0.836432 -0.125653 0.129907 -0.497015 0.188746 -0.11669 0.536168 -0.233528 internal_count=600000 392266 207734 270304 121962 101377 210310 173862 113724 47508 82650 66216 15687 41975 60138 31821 61294 29507 29998 14586 41966 18996 14354 11799 10957 36448 9706 20585 59994 15412 shrinkage=0.1 Tree=32 num_leaves=31 num_cat=0 split_feature=655 681 836 113 1254 10 1220 626 214 232 447 994 1905 512 1244 2159 616 1362 554 256 323 677 95 619 328 37 1799 393 511 637 split_gain=2350.44 2171.03 1687.88 1114.62 1116.91 1221.73 743.542 674.833 672.539 639.362 570.287 552.528 534.972 511.144 462.733 451.877 543.474 443.256 436.53 431.265 402.094 398.16 387.11 374.828 390.989 368.306 358.274 355.476 312.779 330.145 threshold=-1.0000000180025095e-35 5.5000000000000009 746.00000000000011 0.0004973032046109439 -1.0000000180025095e-35 0.0035881686490029101 -1.0000000180025095e-35 1396010368.0000002 0.0011679941089823844 0.0042653095442801723 0.024084219709038738 -1.0000000180025095e-35 1.0000000180025095e-35 21760.500000000004 1.0000000180025095e-35 -1.4999999999999998 459100.00000000006 1.0000000180025095e-35 0.0064582875929772863 0.057648664340376861 0.008325058966875078 1.0000000180025095e-35 0.0041861995123326787 1.5000000000000002 0.00020592960936482998 0.00013960676733404401 -1.0000000180025095e-35 0.00013554428005591038 0.00037452315154951071 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 22 11 7 6 -6 14 25 15 12 -4 17 -9 21 -7 18 23 -17 20 26 -5 -1 24 -8 -2 -10 -13 -27 -30 right_child=8 -3 3 4 5 9 10 13 19 -11 -12 27 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.086112906876976592 0.060212431087901273 -0.078361540215704253 0.084987431497466376 -0.078806194858954445 -0.060550774045505039 0.1034357758997988 0.079728659318307471 0.046262339088097251 0.044914426067898444 0.042760627393000475 -0.067489517420114498 -0.015250840067679461 -0.12417067323248532 -0.11021730862793508 0.06034312894763421 -0.050896184792458374 -0.067754757748613309 -0.091785692447964431 0.042770401669381411 0.10845838236365873 0.80970868697008536 -0.0058589872211820817 -0.0064463936223884098 0.0074522812249466488 0.0013729122896399654 -0.096329623788446131 -0.061922772902920538 -0.08208706796462284 -0.092502142196754081 0.013679180092987325 leaf_count=70025 3883 57123 2766 19470 6117 3231 145640 12014 3052 22008 3022 14626 2065 1738 3220 8479 17654 1529 14895 3029 79 7274 7996 9708 7447 90549 16316 23039 17967 4039 internal_value=0 0.105775 0.178446 0.0838786 0.164846 0.292971 0.499728 -0.213337 -0.553034 -0.0502269 0.562341 -0.432371 0.607671 0.269862 -0.452762 -0.25694 -0.334389 0.637161 0.0371505 -0.0226912 -0.245904 -0.565086 0.753221 0.666684 0.733488 -0.749451 -0.279092 -0.551564 -0.80729 -0.363533 internal_count=600000 461086 403963 325942 285511 241795 175528 43716 138914 66267 169411 40431 166389 13752 29964 44259 41028 164324 23374 22476 19447 26744 78021 162795 153087 116438 19368 37665 112555 22006 shrinkage=0.1 Tree=33 num_leaves=31 num_cat=0 split_feature=510 613 32 951 658 586 604 616 613 736 19 363 529 112 613 405 797 2028 685 89 1859 613 692 128 1464 1011 580 735 626 578 split_gain=2123.32 1367.33 1363.31 843.526 813.107 802.802 777.91 617.111 605.551 575.403 570.675 550.512 513.681 460.915 464.565 431.117 428.971 421.118 486.972 413.702 383.28 376.623 358.65 351.391 346.115 325.308 297.644 293.944 284.203 325.464 threshold=0.00092872924869880091 1.0000000180025095e-35 0.005000015953555704 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0073056202381849298 0.0065419105812907228 1171461.5000000002 18.500000000000004 1540.0000000000002 0.0079314750619232672 0.00013754967949353161 0.013177219312638046 0.0011161171714775266 1.5000000000000002 0.0021258187480270867 -174079.99999999997 -1.0000000180025095e-35 168592.00000000003 0.0041898991912603387 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.0040312346536666164 1.0000000180025095e-35 -1.0000000180025095e-35 0.036479158326983459 -2835.9999999999995 1256662400.0000002 0.010561547707766296 decision_type=2 2 2 2 2 2 2 2 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 6 -4 8 -2 28 23 12 -6 13 15 27 -5 -15 -8 -11 18 -16 24 21 25 -23 -7 -9 -18 -17 -3 -1 -30 right_child=1 4 3 10 9 7 11 19 -10 16 -12 -13 -14 14 17 26 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.088827581319923077 0.084751713277246316 -0.11979533854357939 0.057341790765996242 0.056939548159700509 0.084933499097547244 0.060938006333883868 0.077553715516752969 -0.050976986797352991 -0.092949273468429169 0.11072222072225922 0.051726178514464899 -0.027350414809651939 -0.10479395600157396 -0.077763490188729148 0.077321969795058579 0.050164337456950106 0.066036459923997842 -0.0669464623964071 -0.057349521584784131 0.088407048013900869 0.073107492405794242 -0.036900170290417068 0.039682786652969919 0.012414406762880581 0.084742839378834159 -0.07440016582588041 -0.067641190902201873 0.029723836160900526 0.033173427645298952 -0.059219245644403104 leaf_count=8192 85516 1666 6653 5302 22039 62357 35635 16333 25957 3248 8173 14227 5918 144384 7091 7358 1082 22701 5413 5811 5804 10230 11066 26413 2953 9255 7127 12134 8784 11178 internal_value=0 0.209914 -0.261204 -0.480521 -0.0747978 0.434128 0.0983606 0.272061 -0.449914 0.154907 -0.555055 0.348366 -0.0975956 -0.60812 -0.649081 0.554651 0.0133295 -0.257762 0.190159 -0.183373 -0.0673352 -0.173363 0.0653142 0.429473 -0.358662 -0.568164 -0.0510216 0.164022 -0.376701 -0.13071 internal_count=600000 307782 292218 199717 108399 199383 92501 113867 45675 62724 193064 64347 19718 184891 179589 50120 40685 35205 12504 25097 37437 31633 21296 88770 19286 10337 14485 13800 28154 19962 shrinkage=0.1 Tree=34 num_leaves=31 num_cat=0 split_feature=655 681 836 54 784 1526 589 1060 1608 1262 1731 1303 214 1324 551 626 736 681 596 63 778 256 1346 685 736 691 626 748 419 589 split_gain=1873.33 1703.82 1392.24 961.098 835.545 749.385 800.006 683.097 652.3 790.047 1233.64 756.006 567.892 539.56 499.993 480.234 471.707 432.811 402.692 366.107 359.994 347.399 340.866 339.378 330.838 323.142 348.27 308.468 300.846 316.241 threshold=-1.0000000180025095e-35 5.5000000000000009 746.00000000000011 0.0040898334700614223 -6.6652956008911124 -1.0000000180025095e-35 0.0017772073042578997 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.0011679941089823844 -1.4999999999999998 0.0043206394184380778 1482938368.0000002 3628.0000000000005 1.5000000000000002 0.00099812023108825109 0.0037891195388510828 -6.6504638195037833 0.08755978569388391 1.0000000180025095e-35 709888.00000000012 4099.0000000000009 1.5000000000000002 1089294336.0000002 -7.0016880035400382 0.00080755297676660131 0.0022154806647449736 decision_type=2 2 2 2 2 2 2 2 2 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 22 4 7 -6 14 15 9 10 17 13 28 -10 -7 -4 -12 -8 -19 -20 -15 -14 24 -9 -1 26 -22 -3 29 -2 right_child=12 27 3 -5 5 6 8 23 11 -11 16 -13 21 20 -16 -17 -18 18 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.077463675605025387 -0.087506534604821384 0.16859404856901844 -0.12533525492044084 0.071896437571072794 -0.066074639052389444 0.047239230916858707 -0.15430182988981647 0.074914872331050125 0.17065769742984446 0.09327744967716918 0.10385929269096393 0.047799862304960992 -0.0209119882307067 0.20848725191853143 -0.069426909375602405 0.040488181580874832 -0.097413406812586131 -0.031798642208251189 0.049002618807137098 -0.018881619812198245 -0.12353200684587279 0.11083966703086374 -0.11342224808777561 -0.014940657484828134 -0.2893435981834977 0.0055199536810823079 -0.046488002562068233 -0.07900316043565786 -0.087879972489360733 0.018345364899142909 leaf_count=76489 14570 314 2463 48781 18599 8285 1200 41708 679 30932 1007 10811 19907 248 27753 2524 12114 9968 69949 8036 7838 2569 1387 4477 145 6391 12179 56809 92470 9398 internal_value=0 0.0956555 0.160438 0.0735637 0.0148219 -0.0721793 -0.005849 0.42814 0.0870183 0.225741 0.115956 -0.236245 -0.519215 -0.47858 -0.505206 -0.469548 -0.776776 0.272805 0.304613 0.392437 -0.554292 -0.0253498 0.705733 0.616471 0.751603 -0.597567 -0.757193 -0.734465 -0.714986 -0.278374 internal_count=600000 461086 403963 325942 277161 225989 207390 51172 171352 133206 102274 38146 138914 27335 36038 4987 13121 89153 87953 77985 26656 22476 78021 46185 76634 26408 20017 57123 116438 23968 shrinkage=0.1 Tree=35 num_leaves=31 num_cat=0 split_feature=637 691 1451 785 632 626 375 707 1190 734 95 1366 775 1685 527 747 689 1597 895 156 616 618 1614 529 36 607 775 360 1455 40 split_gain=1694.04 1027.75 983.518 879.375 958.242 966.186 1133.14 1059.93 857.11 753.154 680.206 546.953 579.23 529.802 519.873 517.218 525.01 484.465 480.053 479.084 468.218 464.628 455.402 426.595 405.701 399.986 388.997 379.065 371.427 327.28 threshold=-1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 -4.8822152614593497 1.0000000180025095e-35 1307629888.0000002 0.00093225881573744129 2576.0000000000005 -1.0000000180025095e-35 -212223.99999999997 0.0036590379895642404 1.0000000180025095e-35 -3.715875387191772 -1.0000000180025095e-35 0.0011849394650198521 5.8225042819976816 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0016741428407840433 6167421.5000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.010633144062012436 0.0043086246587336072 0.00038484628021251416 -6.3754248619079581 9.0252371592214345e-05 1.0000000180025095e-35 0.012622380629181864 decision_type=2 2 2 2 2 2 2 2 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 19 13 -5 7 17 9 28 -6 25 12 27 -2 -8 16 18 20 -10 -1 -7 -4 -12 -16 -18 -11 -15 -9 -3 -21 right_child=1 8 21 4 5 6 14 11 15 10 22 -13 -14 26 23 -17 24 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.084642062822012282 0.014736302402967241 -0.096906089176057961 0.036675994223616552 -0.086742176713331787 -0.10659782664021066 0.070982145615165942 0.050288456581545578 0.0024118415954087103 -1.2467956489225611 -0.046180353869248687 -0.067188886130851389 0.066165342253882431 -0.11915951097618957 0.034939826603456896 0.0040673717566530676 -0.11699907447850104 -0.015706219344189504 -0.14227476565149935 0.098251414869042597 -0.025825248066088671 -0.073090761892600331 -0.041264368482206229 0.096076986622390573 -0.065378631087835051 0.072229803561876985 0.076900248600365456 -0.10455479127380553 -0.098008629568333228 0.020979416389662928 0.1695875620952482 leaf_count=152713 5396 3346 15987 17182 4078 82149 16363 9763 37 2503 7883 2761 10465 3236 21333 1512 11308 818 75555 13796 1671 24311 3491 11309 23465 49353 16346 4204 6739 927 internal_value=0 0.114294 -0.406034 0.0129303 0.0837352 0.135098 0.319555 -0.146369 0.472052 0.199811 0.347846 -0.561951 -0.69546 -0.549453 -0.0233117 0.640497 0.695611 0.613529 0.970279 -0.685237 0.652837 0.0326528 -0.333825 -0.213693 0.315624 0.625142 -0.857337 -0.308714 -0.341167 -0.0794997 internal_count=600000 392266 207734 270304 245326 228144 133643 94501 121962 67308 63230 27193 24432 24978 49005 111877 110365 84638 75592 167436 83820 40298 11374 32642 34773 51856 19582 13967 10085 14723 shrinkage=0.1 Tree=36 num_leaves=31 num_cat=0 split_feature=502 658 570 24 470 613 1366 1254 530 89 1362 116 591 109 626 138 626 602 1266 1689 1973 692 620 2020 389 335 529 1387 381 618 split_gain=1525.02 1105.4 1002.94 993.208 935.564 912.44 890.529 661.059 642.87 563.793 497.048 474.458 440.089 400.329 399.165 446.607 366.09 361.639 354.28 352.536 347.187 328.804 328.416 323.966 308.95 279.66 278.11 266.724 265.008 257.392 threshold=0.00025635071506258106 -1.0000000180025095e-35 0.0037008362123742704 0.0034311476629227404 0.00017764048971002924 18.500000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.0052231298759579667 0.0021952098468318586 1.0000000180025095e-35 0.023373100906610492 0.0099971606396138685 0.00087449024431407462 1256662400.0000002 0.0030074384994804863 708992256.00000012 0.012994077522307636 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0014166194596327843 0.00030417939706239855 0.011891727335751058 -1.0000000180025095e-35 1.726292703096988e-05 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 5 13 7 11 9 8 17 19 -2 21 22 -5 -1 15 -14 -17 -3 -16 27 -18 -9 -4 26 -8 -23 -11 -6 -21 -10 right_child=1 3 4 12 6 -7 24 10 29 23 -12 -13 14 -15 18 16 20 -19 -20 28 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0090712135487334127 -0.042441897019288258 0.024021623818488734 -0.11157867162301684 0.081759574742703678 0.10210448851624372 -0.084324650395674425 0.10679594074729146 -0.070696370101249392 0.054403730148229128 0.056932231219192768 -0.09323492273471877 -0.087291068953927756 0.028853312964639551 -0.0815575917857327 0.033702527668456321 0.078958138060095065 -0.12888057316674534 -0.074141376865069497 -0.050961690004632916 -0.015976431746137061 -0.039125137105888753 0.080497124586205532 0.084130754087048593 -0.051310853282442698 -0.035444593830981731 0.026452352267804489 -0.019993403303571279 -0.078214836244048458 -0.07361772086717247 -0.064138874674664031 leaf_count=7600 30355 11710 2931 11827 2032 30281 6438 3053 14841 22386 1614 9521 9289 97574 28972 4465 5966 5789 4869 14619 9674 141823 36926 3411 2503 14584 5456 2003 54010 3478 internal_value=0 0.157226 -0.275018 0.301315 -0.0861348 -0.185799 -0.252899 0.505625 -0.383759 0.0239882 0.643192 0.549896 -0.00735145 -0.688124 -0.092399 -0.370872 -0.621557 -0.00145231 0.159675 -0.536242 -0.754085 0.685513 0.731891 0.27469 0.720908 0.718041 0.40253 0.409048 -0.610269 0.300613 internal_count=600000 345524 254476 253635 149302 91889 99924 178573 90983 61608 161074 49378 75062 105174 63235 29394 20105 17499 33841 72664 15640 159460 39857 31253 8941 156407 27842 4035 68629 18319 shrinkage=0.1 Tree=37 num_leaves=31 num_cat=0 split_feature=655 681 836 328 1608 1263 640 2125 1303 784 589 105 825 2136 246 626 542 45 1927 994 778 691 698 1366 588 413 1377 1552 2 1455 split_gain=1366.89 1198.79 1085.08 740.19 733.591 647.067 731.09 500.634 490.084 578.253 471.18 466.114 371.426 358.373 346.604 343.757 360.588 331.878 326.184 324.103 350.969 357.223 322.571 356.179 340.155 307.938 301.878 301.218 299.885 284.325 threshold=-1.0000000180025095e-35 5.5000000000000009 746.00000000000011 0.00017882378597278151 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 -6.6652956008911124 0.0024572432739660148 0.0038545071147382264 -154919.99999999997 46.500000000000007 0.0041814541909843692 1482938368.0000002 3.703875154315029e-05 0.0009765909635461869 1.0000000180025095e-35 -1.0000000180025095e-35 -6.6504638195037833 1.5000000000000002 -3551.9999999999995 1.0000000180025095e-35 0.048930944874882705 0.008744068909436466 -1.4999999999999998 1.0000000180025095e-35 0.0053488719277083882 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 22 4 5 -4 7 12 9 -6 14 17 26 29 25 18 -17 -8 -13 -11 -21 -22 23 -1 -24 -2 -7 -10 -12 -9 right_child=10 -3 3 -5 8 6 11 13 27 19 28 15 -14 -15 -16 16 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034686391969577735 -0.088379883791427138 -0.066972355788330051 -0.073758380165764803 -0.040731965165915644 0.039164611280102873 -0.14718514249063366 -0.022088554516900876 0.074370146869151457 0.083680891151688919 0.038849775771472105 0.025879869724886657 -0.056389846634935958 -0.03340012769210652 -0.097188047868063468 0.091319576308573097 0.11988064557815499 -0.0067814877425698096 0.051279864035322323 0.037827720147099168 0.18477030325406146 -0.076829749336280437 0.012652475375576859 0.08991761413558691 0.12647049721163506 -0.042666306885210635 0.1012886886641037 0.10462687124230302 -0.019695085889944872 -0.045752674750448204 -0.055458805101754584 leaf_count=5827 96931 57123 6874 32574 14255 299 10686 134700 9425 3038 13554 24626 7244 863 1589 3427 7867 24983 4368 281 26088 5614 67675 1479 3040 1007 3999 3351 25833 1380 internal_value=0 0.0842527 0.139125 0.0606491 0.128187 0.248504 0.293516 0.522774 -0.169729 -0.312947 -0.472399 0.0647853 0.00460208 0.661531 -0.748087 -0.183234 0.267263 0.334072 -0.393273 -0.486687 -0.584417 -0.626752 0.651045 0.0575284 0.802428 -0.821837 0.750453 0.411479 -0.143946 0.701478 internal_count=600000 461086 403963 325942 293368 231316 224442 148485 62052 49276 138914 75957 11542 136943 99527 40288 11294 35669 28994 35021 31983 31702 78021 7306 70715 97938 4298 12776 39387 136080 shrinkage=0.1 Tree=38 num_leaves=31 num_cat=0 split_feature=106 95 2038 1693 32 110 54 457 1262 2159 785 1734 27 797 328 314 620 685 1765 1 177 106 471 599 561 620 736 306 994 1302 split_gain=1225.11 962.1 952.181 675.927 703.576 585.206 517.723 509.508 482.206 450.072 441.829 391.918 351.871 355.012 338.903 325.572 331.665 331.503 324.933 316.045 315.465 295.62 282.121 350.629 294.542 263.247 260.631 254.132 256.254 240.911 threshold=0.0012533684493973853 0.0036590379895642404 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0049480844754725703 0.0022515535820275549 0.0040898334700614223 0.00079258886398747574 1.0000000180025095e-35 -1.4999999999999998 -4.825040102005004 1.5000000000000002 0.0010557555360719564 -34131.999999999993 4.058109698235058e-05 0.00012380050611682239 1.0000000180025095e-35 10272.000000000002 -1.0000000180025095e-35 0.0099042244255542772 0.0039718905463814744 0.00060103266150690626 0.021428526379168037 0.076884441077709212 0.0073599242605268964 1.0000000180025095e-35 42562.000000000007 0.0002519327099435032 -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=5 2 7 8 10 14 15 11 -4 18 -5 19 -9 -14 25 16 -6 -18 -3 -2 29 -7 23 -23 -25 -1 -15 28 -19 -11 right_child=1 9 3 4 6 21 -8 12 -10 20 -12 -13 13 26 -16 -17 17 27 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.10281308975882562 0.031662121663618099 -0.042221136556240026 -0.12363882073332044 -0.031583753253063729 -0.093539438786162388 -0.093423360896324706 0.08714426803741622 -0.086523453948603252 0.05494076846402407 -0.099317536479342911 0.071990561646698717 0.10711265543870344 -0.11689400152068673 0.062022103378180232 -0.051524667464618215 -0.10101991731299353 0.07223627983625984 0.067038441651922673 0.068922371052065848 -0.048253473914224361 0.06711502439647174 -0.07513190147182186 0.11472253063418911 -0.045842295145951319 0.081009147100981393 0.056656390359062066 -0.033642060151546957 0.067376619528338288 -0.011114095356380749 -0.028315029953899864 leaf_count=3781 10300 3605 5848 5841 12303 66718 35428 13086 2630 13664 125653 3337 1449 5763 10407 3317 23084 4311 17065 7511 5303 39669 1306 15093 8080 17720 4524 9055 41095 83054 internal_value=0 0.0883719 0.212958 0.34793 0.397605 -0.416402 0.183153 -0.158639 -0.629134 -0.193812 0.645165 0.168479 -0.466558 -0.127833 0.0682126 0.0772278 0.125878 0.178932 0.357859 -0.00854362 -0.291146 -0.623423 -0.390709 -0.469198 0.0897081 0.400895 0.114223 0.0701957 -0.019874 -0.337158 internal_count=600000 437226 314535 268565 260087 162774 128593 45970 8478 122691 131494 21148 24822 11736 31908 93165 89848 77545 20670 17811 102021 130866 64148 62842 23173 21501 10287 54461 45406 96718 shrinkage=0.1 Tree=39 num_leaves=31 num_cat=0 split_feature=632 502 514 570 470 515 951 105 582 447 2210 216 580 1455 529 1708 834 465 237 485 109 558 1212 452 66 930 705 1991 736 836 split_gain=1130.92 1017.82 768.466 709.341 725.818 687.891 640.316 593.28 525.322 459.034 372.922 961.782 1827.97 364.611 353.551 407.484 469.092 344.985 334.001 324.248 308.069 306.191 310.933 297.37 280.913 275.628 274.151 272.881 272.255 269.782 threshold=1.0000000180025095e-35 9.2643171228701262e-05 3860.5000000000005 0.0037008362123742704 0.00017764048971002924 0.0029059419175609951 -1.0000000180025095e-35 0.0038208860205486421 0.019644578918814663 0.017629422247409824 -1.0000000180025095e-35 0.0020583760924637322 0.068074766546487822 1.0000000180025095e-35 0.0071430897805839786 -1.0000000180025095e-35 -46292.999999999993 0.013707948848605158 0.0021257827756926422 0.0019237613305449488 0.00087449024431407462 0.0014410885632969441 1.0000000180025095e-35 0.059465015307068832 0.0039062970317900189 1.0000000180025095e-35 -5887.9999999999991 -3.4999999999999996 3628.0000000000005 4769.5000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 3 26 20 10 -4 -6 9 27 17 11 18 -13 -1 -9 16 -16 -7 -5 -15 -2 22 -10 29 -18 -19 -3 -8 -26 -21 right_child=1 2 5 4 6 7 8 14 21 -11 -12 12 -14 19 15 -17 24 25 -20 23 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.091482728939495078 0.012373856042361249 -0.28894887111977269 0.084490586577985791 -0.098502677015975357 0.083050119348725221 0.041625376416473632 0.074185109656407386 0.02570646630557603 -0.087513793616912611 -0.070517844789207695 0.083396894368952409 -0.10382008181032233 6.2142136681429285 -0.10381547347706895 -0.083411443784607103 -0.035675208654779751 0.085006389852417263 -0.026708696374036861 0.15473674173015525 0.13189797421907812 -0.074559926516383948 0.019572842929066647 0.052250890525631977 1.9743710183034038 0.095937532337700193 0.1180164047310215 0.080893096525547908 -0.079696196766280064 -0.065296502934115999 -0.066352448939034941 leaf_count=53981 6553 94 42042 16090 5872 81358 1347 28370 8945 6431 31058 52 45 4384 3247 65185 15946 13805 361 1934 83464 26858 2250 22 3666 1832 64783 26395 1783 1847 internal_value=0 0.0497171 0.177994 -0.212969 -0.0326709 0.114139 -0.208406 0.0627612 -0.325065 0.256407 0.573353 -0.360655 21.5346 -0.697994 -0.116213 -0.22268 0.216404 0.314466 -0.492083 0.077599 -0.609946 -0.0342406 -0.528921 0.691095 0.492186 -0.122634 0.770971 -0.705355 -0.119862 0.640028 internal_count=600000 537832 328542 209290 119273 263665 71667 221623 65795 103426 47606 16548 97 62168 118197 89827 24642 96995 16451 8187 90017 38053 11195 3803 21395 15637 64877 27742 5449 3781 shrinkage=0.1 Tree=40 num_leaves=31 num_cat=0 split_feature=637 138 619 691 689 626 613 757 734 373 775 797 301 529 685 622 1721 951 921 494 1526 1225 95 1642 1918 1917 482 612 598 685 split_gain=1008.31 839.77 740.762 746.343 735.739 639.529 804.92 626.609 627.372 618.267 545.195 515.092 450.667 444.731 394.001 387.948 357.164 405.866 364.268 379.374 352.702 349.801 342.559 336.436 315.693 305.994 301.787 279.442 277.538 276.383 threshold=-1.0000000180025095e-35 0.0011706649675033989 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1307629888.0000002 11.500000000000002 3.3778413534164433 -208703.99999999997 0.00035164748260285711 -3.5458254814147945 629.00000000000011 6.2992004501438727e-08 0.010686365421861412 919296.00000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 0.032203538343310363 -1.0000000180025095e-35 1.0000000180025095e-35 0.0024878431577235465 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0015711663290858271 1.5000000000000002 0.024776509962975982 1528320.0000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 5 11 7 9 8 -2 21 23 29 25 27 -11 22 28 -18 19 -19 -6 24 -1 -9 -7 -10 -22 -8 -3 -5 right_child=2 16 -4 4 20 6 13 10 12 14 -12 -13 -14 -15 -16 -17 17 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.073714074963538267 -0.11256764719313987 -0.02417360214335126 -0.073845646036108131 0.099514728881466258 -0.095112194665388131 0.068425102642638139 0.034646125747642545 0.0067927235090573523 0.034194769148821302 0.017701776728175141 -0.093507706569623275 -0.111905561750306 0.061212174234094342 -0.089950444497960302 -0.070896843167756185 -0.082971254253799767 0.11503746806424171 -0.042061025017833341 0.17655012497984668 0.16194307764688504 -0.013702844141580734 -0.12561832568900089 -0.087464744826042787 -0.084756684424263859 -0.11051313908673946 -0.044315460692046199 0.062216775698392485 -0.077741103516131782 0.11631253651615996 -0.07557640602213947 leaf_count=5688 3734 2273 11010 76656 2363 68092 6446 20438 10197 53944 14097 1435 39912 15501 5788 141293 1704 42113 421 695 14932 659 10109 4480 1611 13276 21300 5736 3438 659 internal_value=0 -0.344616 0.0915011 0.127437 0.468102 0.0354083 0.189957 -0.185371 0.088714 0.318247 -0.481596 0.830881 0.217588 -0.37913 0.0708342 -0.685654 0.0207269 -0.142068 -0.261874 -0.336777 0.067556 0.596002 0.0868754 -0.157459 0.640559 -0.097603 0.211439 0.0422516 0.694956 0.930305 internal_count=600000 207734 392266 381256 117345 263911 157777 106134 67119 130094 39015 78750 63385 27683 59732 157090 50644 44933 43229 42808 38595 70362 15797 24918 69703 23473 36232 12182 5711 77315 shrinkage=0.1 Tree=41 num_leaves=31 num_cat=0 split_feature=589 587 95 128 685 691 2159 973 554 784 1935 386 472 994 409 618 528 736 525 626 1917 682 255 373 393 1144 512 1619 1994 396 split_gain=932.032 877.938 675.438 622.296 543.465 430.431 429.344 426.64 389.607 376.681 371.373 348.825 343.951 312.568 309.32 305.401 312.92 299.597 318.831 292.725 419.641 323.46 279.828 279.763 256.608 252.417 247.439 244.233 233.432 222.271 threshold=0.0021748888539150362 0.0017670090310275557 0.0035594176733866338 0.0045815904159098872 709888.00000000012 1.5000000000000002 -1.4999999999999998 -1.0000000180025095e-35 0.0031817514682188634 -6.4149382114410392 1.0000000180025095e-35 0.00017869874136522415 0.018318681046366695 -1.0000000180025095e-35 0.0039875095244497069 1.0000000180025095e-35 0.0039250142872333535 5760.0000000000009 0.00073026667814701806 1256662400.0000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.049750385805964477 0.00026174806407652801 0.00038935005431994801 1.0000000180025095e-35 3879.5000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.00050518970238044869 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 8 9 12 -2 25 15 -6 27 -5 -9 -10 -17 18 -14 21 -21 28 -12 -15 26 -4 -22 -3 -8 -16 right_child=2 7 6 13 11 -7 19 14 10 -11 22 -13 17 23 29 16 -18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.070421407020052729 -0.055562244482693243 0.076426251336209339 -0.053141911167216602 0.080611090483901915 0.075380935839062746 0.092953161211626917 -0.076938200627001144 -0.069320871171317619 0.067575279647342418 0.088196416479205161 0.03293688013839375 -0.048456753482993865 -0.066953075283194233 0.0081429849653441959 0.086679793131170427 0.060044801754646396 -0.021234082945748085 -0.078989368680769528 0.050514028108477049 -0.05324925761688059 0.052863227962449924 0.052733807038279783 -0.051273513925066995 -0.047614407651799896 -0.050644896472174419 0.1068424424956992 -0.011650527836195409 -0.014166887159970823 0.072012233370208081 -0.067605190405883697 leaf_count=39693 8269 11699 4719 2972 5792 38703 18262 133927 87581 21985 8986 13873 10072 23492 4123 13807 10487 12525 8472 27438 23210 3729 5201 23868 11804 1280 9100 8208 1436 5287 internal_value=0 -0.292852 0.102559 0.228765 0.352641 0.438804 -0.133823 -0.401669 0.345768 0.389961 0.400306 -0.230217 -0.117355 -0.111578 -0.607356 0.517645 0.187558 -0.384665 0.0103476 -0.237838 -0.0908309 -0.540691 -0.0232098 -0.198053 0.123826 -0.196412 0.260511 0.302806 -0.681647 0.24378 internal_count=600000 234006 365994 243031 192699 173034 122963 194313 134331 27984 126062 19665 50976 50332 143337 111875 24294 31069 18544 94979 71552 23427 14187 47360 44114 5999 32310 19907 19698 9410 shrinkage=0.1 Tree=42 num_leaves=31 num_cat=0 split_feature=502 616 1366 515 596 105 344 530 1559 1689 626 2204 586 531 2012 388 836 3 412 559 394 1174 682 537 1266 736 530 640 2012 610 split_gain=875.283 700.006 680.894 645.208 574.177 475.228 507.282 438.303 372.802 331.432 329.765 303.585 298.619 292.33 326.611 280.721 276.672 354.224 267.098 264.481 255.032 252.291 251.949 239.803 237.966 236.266 231.516 227.833 207.064 191.719 threshold=0.00025635071506258106 8152584.0000000009 1.0000000180025095e-35 0.011622723191976549 0.00098238320788368604 0.0036104152677580719 0.00015113648260012272 0.0052231298759579667 -1.0000000180025095e-35 -1.4999999999999998 1482938368.0000002 -1.0000000180025095e-35 0.0081800776533782499 0.013583597261458637 -1.0000000180025095e-35 0.0028256783261895184 702.00000000000011 0.0024493463570252065 0.00097678677411749981 0.0051280311308801183 4.5786036935169257e-05 -1.0000000180025095e-35 1.0000000180025095e-35 0.011193951126188042 1.0000000180025095e-35 3628.0000000000005 0.025866123847663406 1.5000000000000002 -1.0000000180025095e-35 0.001706799725070596 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 12 16 6 11 8 10 -10 -6 -5 -2 22 24 -4 17 -1 26 -9 -11 -19 25 -16 -15 28 -14 -24 -7 -21 right_child=1 -3 15 5 7 13 -8 19 9 20 -12 -13 18 14 23 -17 -18 21 -20 29 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.062785549942285468 0.081938295191899047 -0.079472994442133835 0.091321179284251652 -0.10280607197313404 -0.050879935055872426 0.085765411823312265 -0.036934016062786325 -0.051667090011334404 0.074901707939258808 0.0025000473282942304 0.099598226285030178 0.045659250095768725 0.045834312171806293 0.056091001915907657 -0.078634939301530773 -0.04916255421352831 -0.075292612373626 0.073127544608638684 -0.028218262920706914 0.078991563107186857 -0.062013139837992816 -0.076100579484037548 0.065881803930287988 0.021817601363909006 -0.091538344309508871 -0.023246025107725988 -0.15008371125848854 -0.070043116393477739 -0.0053598506480473252 -0.031981339294178492 leaf_count=7070 54149 10423 9046 1260 2766 11840 14061 6058 2409 13888 5841 79116 52363 8580 31588 2870 85298 1902 13570 30171 56586 28067 15473 4459 1015 33623 677 2818 10509 2504 internal_value=0 0.125496 -0.231474 0.164834 -0.3065 0.0441291 0.266098 -0.0963356 -0.256618 -0.381648 0.452065 0.409942 0.45308 -0.119668 -0.408668 0.620448 -0.585543 -0.192562 0.30414 0.393323 -0.46361 -0.536215 0.0148265 -0.626285 0.219695 -0.0944607 0.421208 0.464009 0.320284 0.604355 internal_count=600000 345524 254476 335101 242560 214342 94437 120223 81490 72883 8607 80376 120759 119905 45642 11916 122337 37039 66610 38733 70474 29969 74263 36047 9595 55972 53040 18291 22349 32675 shrinkage=0.1 Tree=43 num_leaves=31 num_cat=0 split_feature=655 836 691 689 681 626 375 784 89 681 685 2094 1844 489 734 682 916 825 618 530 421 682 707 1043 623 786 626 123 696 1526 split_gain=816.787 789.338 638.073 699.616 655.914 643.864 623.817 439.603 432.419 566.355 400.004 379.512 377.902 371.416 354.904 351.499 348.38 343.103 315.587 325.944 312.106 306.996 306.459 613.471 306.316 290.637 286.518 279.201 278.006 271.638 threshold=-1.0000000180025095e-35 706.00000000000011 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1276620480.0000002 0.00091318652266636502 -5.8110218048095694 0.00073922541923820983 1.5000000000000002 709888.00000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.0018526243511587384 -321791.99999999994 1.0000000180025095e-35 1.0000000180025095e-35 -26297.999999999996 1.0000000180025095e-35 0.0097803683020174521 0.00060374036547727894 1.5000000000000002 1584.0000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 4.2622370719909677 806090144.00000012 0.0009046245540957899 3584.0000000000005 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 4 10 5 7 11 15 -9 24 -4 18 -2 -12 -8 16 -3 20 19 -7 -18 -17 -1 -24 -10 -11 -19 -14 -28 -5 right_child=12 2 3 29 -6 6 14 8 9 25 13 -13 27 -15 -16 21 17 26 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.082330982404216518 -0.05470536469717812 0.063454619555602471 0.10210645376208163 -0.088625476175355322 -0.079446590128054606 0.053018257520594685 -0.053207828019923832 -0.094993224551314218 -0.10378924445386152 0.084495226276042279 -0.092953615454409819 0.052199372980601462 -0.027427197234221008 0.10196590788197181 0.005367590023408998 0.097981876922620975 0.010657009645523069 0.079936315668455313 -0.074351349562497185 -0.10715719580859807 -0.075920344950530294 -0.11083941208908202 0.082823551762060146 -0.049628994350626864 0.11098994865271851 0.00180903953677551 -0.11373170497907413 0.095062471362559062 0.45278981145013408 0.011269669537070579 leaf_count=61820 129470 2905 53171 2716 49610 7358 15776 7338 5295 33822 4305 73033 6437 1386 42002 2292 8715 1186 5066 1027 8472 1085 8854 12373 667 6624 16310 3007 51 27827 internal_value=0 0.0674658 0.000690431 0.3479 -0.0830014 -0.0308959 0.127884 -0.276867 0.0390683 0.20595 0.790281 0.363042 -0.406749 -0.100957 -0.136897 -0.492017 -0.590149 -0.67188 -0.0869227 0.260082 -0.355834 0.439006 0.539023 0.192335 -0.712545 0.481013 -1.00461 0.227368 -1.10454 -0.0229188 internal_count=600000 461086 378039 89405 288634 239024 144262 94762 53746 46408 58862 86484 138914 5691 57778 41016 37639 34734 13451 8385 17187 3377 83047 21227 5962 40446 17547 9444 16361 30543 shrinkage=0.1 Tree=44 num_leaves=31 num_cat=0 split_feature=951 510 529 514 32 1559 626 379 604 616 128 617 825 1431 110 2004 1043 1756 1263 620 255 882 681 682 602 223 529 1844 287 44 split_gain=746.019 806.902 577.046 533.758 497.267 447.229 406.726 403.96 348.869 339.908 349.412 328.274 311.229 428.335 367.606 300.82 285.633 269.61 265.514 263.934 329.893 302.601 342.249 339.942 254.341 249.353 248.968 225.896 213.957 202.951 threshold=-1.0000000180025095e-35 0.00092872924869880091 0.0055285277776420125 2796.5000000000005 0.0053539795335382232 -1.0000000180025095e-35 1479185536.0000002 0.00029794391593895858 0.0065419105812907228 9457118.5000000019 0.0045210043899714955 3966976.0000000005 -126461.99999999999 -1.0000000180025095e-35 0.0037421428132802252 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 0.0087853935547173041 -1.4999999999999998 3.5000000000000004 1.0000000180025095e-35 0.0051147018093615779 0.0038570383330807094 0.015977164730429653 -1.0000000180025095e-35 5.5489934311481199e-05 0.00032056614872999495 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 4 18 -4 7 6 -6 8 -2 10 12 16 -5 27 -15 25 -1 -18 -3 -7 -21 23 -23 29 -10 26 -16 -14 -26 -22 right_child=1 2 3 9 5 19 -8 -9 24 -11 -12 -13 13 14 15 -17 17 -19 -20 20 21 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.10989371570978801 -0.027214138692658138 -0.092000060344775494 0.072338576149341055 0.053397426436713594 -0.064515070993434717 -0.096277081549776683 0.089671906032049262 -0.049154552593602144 -0.006273664076945522 -0.086319658230174109 -0.033352290779130059 -0.052536091949651052 0.072373674423380094 0.040918788911347766 0.0068780639433720153 0.068597577853180602 0.088188127246865367 -0.030221761514380451 0.061306629777410152 0.059924812917487996 0.073252480704424541 -0.10784599643382982 0.069169117338282918 -0.0049537503928600464 0.072620796081873079 -0.082904429311243713 -0.072154323632929854 -0.080163920476337733 -0.061341695690808731 -0.079852802390197847 leaf_count=676 20743 1022 36109 15671 3842 88954 6758 21163 16925 6743 32455 2066 1340 45037 30278 12317 25422 2377 70873 5558 1806 2427 6004 15065 34659 5350 10405 21209 1357 55389 internal_value=0 -0.049227 0.105323 0.0156362 -0.248201 -0.429803 0.310136 -0.00949551 0.159582 -0.0459421 -0.00902745 0.542223 0.0908598 0.00564908 0.104251 -0.0974887 0.674689 0.752675 0.540984 -0.522578 -0.419004 -0.488137 0.206381 -0.587422 0.379808 -0.204253 -0.0781569 -0.622718 0.616336 -0.752026 internal_count=600000 569459 288809 216914 280650 185803 10600 94847 73684 180805 174062 30541 141607 125936 103387 58350 28475 27799 71895 175203 86249 80691 8431 72260 52941 46033 40683 22549 36016 57195 shrinkage=0.1 Tree=45 num_leaves=31 num_cat=0 split_feature=632 785 692 626 1522 32 128 1685 2210 1431 685 615 315 255 1061 1917 581 626 685 1455 355 95 513 1144 142 682 493 522 246 373 split_gain=704.602 630.631 644.547 813.886 564.145 524.818 469.148 456.812 343.409 332.369 330.647 375.733 328.498 316.478 315.935 334.751 359.912 308.183 371.142 307.059 291.675 279.336 276.652 286.387 271.682 260.257 254.606 246.661 236.394 227.098 threshold=1.0000000180025095e-35 -4.8822152614593497 1.5000000000000002 1164614144.0000002 1.0000000180025095e-35 0.0048707788810133943 0.0038905023830011491 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 766208.00000000012 4.5000000000000009 6.6591774157132031e-06 0.12848912179470065 -1.0000000180025095e-35 -1.0000000180025095e-35 0.013294446747750046 895150304.00000012 3104.0000000000005 1.0000000180025095e-35 9.8790715128416209e-05 0.0036995589034631853 16.302183151245121 1.0000000180025095e-35 0.0017999588744714858 1.0000000180025095e-35 0.0012848637416027488 0.00082737687625922274 0.0039402334950864324 0.011658392846584322 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 7 3 17 5 13 9 27 28 -4 11 12 22 21 -8 -16 20 18 -3 -1 -17 -5 -10 -24 -13 -19 -21 -2 -7 -30 right_child=1 2 6 4 -6 8 14 -9 10 -11 -12 24 -14 -15 15 16 -18 25 -20 26 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.085785395507361362 -0.066547632521537031 -0.10321589345513166 -0.015094446320043224 0.057260214844054219 -0.10416703976326665 -0.092644275337250337 0.1097546016353198 -0.06554660264190372 0.034257180240710255 0.06606433869107714 -0.067105272659330167 0.088108375083111326 -0.048633794370166523 -0.052027544802880937 0.05389265439358111 -0.0082710659712347794 0.070051696390123042 -0.098235331678315205 0.070707007208511807 -0.10389882085288066 -0.082650914150666943 0.0033169353594696628 -0.051971865647867405 0.10529690127758116 -0.0058981883302948231 0.018618025391607517 0.064761462468119951 0.0396738451434527 0.23696057072902665 2.855175084276476 leaf_count=53981 3348 17033 8787 79091 6886 48204 9836 34927 26833 94584 6686 19054 16928 4773 11174 22043 26633 23079 10457 4317 13313 19492 17903 1427 4880 2345 3870 7775 321 20 internal_value=0 0.0396427 0.097877 -0.030487 0.067954 0.109164 0.316727 -0.374112 -0.0739265 0.549804 -0.00539857 0.0748792 -0.0718722 0.350134 0.0794259 0.00559548 -0.154569 -0.602194 0.0619116 -0.619526 -0.294229 0.420929 0.117097 -0.308819 0.538569 -0.820644 0.125752 0.128675 -0.815284 2.9029 internal_count=600000 537832 491782 305412 252498 245612 186370 46050 142256 103371 93711 87025 63091 103356 82999 73163 61989 52914 27490 62168 35356 98583 46163 19330 23934 25424 8187 11123 48545 341 shrinkage=0.1 Tree=46 num_leaves=31 num_cat=0 split_feature=683 994 113 514 1724 529 75 2125 1675 457 1225 108 655 681 393 734 153 335 748 1777 775 386 372 1786 280 685 581 64 619 94 split_gain=644.589 601.08 570.927 583.952 483.119 431.635 374.95 351.698 468.818 423.175 401.041 365.648 405.993 376.014 328.538 294.594 298.709 283.907 270.35 280.061 269.371 324.447 265.857 244.166 233.531 224.963 216.6 201.408 192.872 191.228 threshold=5.5000000000000009 -1.0000000180025095e-35 0.00057200453011319052 1731.5000000000002 -1.0000000180025095e-35 0.0017685521161183717 0.00057715448201634001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.00091163566685281705 1.0000000180025095e-35 0.0037638294743373994 -1.0000000180025095e-35 1.5000000000000002 0.00014688547526020559 -278783.99999999994 0.0032822082284837966 6.6364347730996101e-05 -7.0016880035400382 1.0000000180025095e-35 -0.06110511161386966 0.019186655990779403 0.0015047294436953964 -1.0000000180025095e-35 6.6606342443265034e-05 1528320.0000000002 0.0072867532726377257 0.019083931110799316 1.5000000000000002 0.0036406326107680802 decision_type=2 2 2 2 2 2 2 2 2 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 14 6 -1 -5 -4 8 9 -7 11 17 13 -13 28 22 23 29 -2 -20 21 -18 -15 -17 -19 -6 -21 -25 -3 -9 right_child=18 2 3 5 25 7 -8 10 -10 -11 -12 12 -14 15 -16 16 20 24 19 26 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.065531124718843592 0.16299673673275886 0.0087937308515992265 -0.060398180299099651 0.075795195443631849 0.084638813412738004 0.019111160777560362 0.092058578631092375 0.057518472398981051 -0.11298295668390547 -0.079972643750323646 -0.11639114923151148 -0.091284267061497074 -0.067978611284236073 0.00040748480263461866 -0.056041674869541175 -0.091824150188321671 -0.056646071876210305 0.0087199756000416514 -0.084417767964113988 -0.075489437905648341 0.032481367575546684 3.1625267970759738 -0.099004381931418389 0.045709337534664489 -0.10676735188343149 -0.036674977868008787 0.049429592478861133 -0.062883183216311478 -0.068449927712157174 0.0038096081370632587 leaf_count=3174 403 39900 5478 32725 20208 11907 65500 56397 6071 7652 2748 5209 48014 6767 60649 1681 15575 32638 54694 4347 12077 20 4331 69615 2818 1521 3948 2241 8104 13588 internal_value=0 0.0422539 -0.00474221 0.0763844 0.549051 0.0257871 0.709149 -0.00911958 -0.345581 -0.116077 0.0557232 0.0800523 -0.0660152 0.0224999 -0.309458 0.0840524 0.188937 0.268962 -0.54265 -0.603763 -0.194988 -0.554623 -0.374306 0.344958 -0.0132725 0.736355 -0.0155592 0.399471 -0.0398659 0.443051 internal_count=600000 536608 511705 403052 24903 332074 70978 299349 25630 19559 273719 270971 165530 117516 108653 112307 101209 105441 63392 62989 27672 15595 11098 73537 35456 21729 8295 71856 48004 69985 shrinkage=0.1 Tree=47 num_leaves=31 num_cat=0 split_feature=951 510 613 589 604 578 616 128 655 6 495 615 1692 834 617 725 786 1251 1411 1455 1043 2210 1689 1756 394 596 181 1837 1726 678 split_gain=581.79 581.095 465.613 394.057 360.513 360.363 367.572 323 295.427 378.936 290.001 433.204 311.707 262.284 261.306 256.644 255.888 254.508 282.346 221.101 216.181 214.492 213.228 203.107 195.6 245.532 208.038 188.212 194.996 183.102 threshold=-1.0000000180025095e-35 0.00092872924869880091 1.0000000180025095e-35 0.0035994679201394324 0.0065419105812907228 0.0035337274894118313 1202447.5000000002 0.00070891575887799274 -1.0000000180025095e-35 0.0078323869965970534 0.0020014306064695124 3.5000000000000004 1.0000000180025095e-35 -1534935.4999999998 3966976.0000000005 -183.99999999999997 1.6211813092231753 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 -1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 0.00048367568524554377 0.0035337703302502636 0.0024131264071911578 -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=14 3 5 7 -5 -3 17 -2 9 16 -4 -12 13 -13 20 22 -9 29 -19 -8 -1 -17 -6 -22 25 26 -24 -15 -29 -7 right_child=1 2 10 4 15 6 19 8 -10 -11 11 12 -14 27 -16 21 -18 18 -20 -21 23 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.096509248405253434 0.037198088248324164 0.074335200654802092 -0.045393334748877821 -0.042500916168207836 0.084899879146097396 0.043978799548243373 -0.0051654783338883833 0.021865462796143521 -0.083650542456674387 0.039502753683867547 -0.050166270255509036 -0.073287736312726753 -0.068664353604808534 -0.10158105907145565 -0.047103046232314975 -0.091562114152255139 -0.054744786916062251 0.022841229531918712 -0.075037776609207643 -0.093415327594271347 0.081012133513339357 0.08607880162401968 -0.029962291649124839 -0.024351325142960237 -0.076257527038730247 0.077655766863289455 0.10338146280747706 0.051273342753555745 -0.072256553286201577 0.12598586801494477 leaf_count=676 14136 67449 27549 22701 2480 30065 14846 5957 89041 11796 16126 3043 8969 1825 2066 5635 71946 65215 2304 5446 25422 23775 15773 2377 5849 6888 4673 40725 1138 4109 internal_value=0 -0.0453657 0.0891236 -0.221678 0.0106673 0.254077 0.158056 -0.381613 -0.449854 -0.317188 -0.11392 0.0229508 0.208807 0.314912 0.495587 0.202062 -0.441267 0.290686 0.131053 -0.27416 0.620527 0.691702 0.0275683 0.691685 -0.0896447 0.0603348 -0.155974 0.400253 0.449258 0.61563 internal_count=600000 569459 288809 280650 87774 189434 121985 192876 178740 89699 99375 71826 55700 46731 30541 65073 77903 101693 67519 20292 28475 29410 35663 27799 33183 27334 20446 43688 41863 34174 shrinkage=0.1 Tree=48 num_leaves=31 num_cat=0 split_feature=691 994 32 1724 128 596 626 677 377 1853 248 583 533 106 512 618 318 688 775 36 43 620 112 548 2080 688 626 181 930 803 split_gain=556.885 563.981 477.088 444.316 430.975 346.704 329.872 394.829 398.375 318.596 330.248 312.013 317.14 302.442 289.902 258.82 251.299 250.612 247.844 240.434 219.369 208.042 205.126 199.66 192.351 183.456 182.715 182.345 181.95 181.622 threshold=1.5000000000000002 -1.0000000180025095e-35 0.0049480844754725703 -1.0000000180025095e-35 0.0038905023830011491 0.0010842418414540591 1307629888.0000002 8.5000000000000018 0.00012016629989375362 -1.0000000180025095e-35 0.0042121917940676221 0.015197635162621738 0.0080877253785729426 0.0039370302110910424 21760.500000000004 1.0000000180025095e-35 7.4324175329820727e-06 6.5000000000000009 -4.2222082614898673 0.019563005305826667 0.0015346013242378833 499.50000000000006 0.0011161171714775266 0.0083029223605990427 1.0000000180025095e-35 7.5000000000000009 1482938368.0000002 0.0012073614052496853 1.0000000180025095e-35 -59.999999999999993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 17 22 11 8 14 -6 13 18 25 -11 -8 16 19 -2 -3 -7 -10 24 -4 -14 -5 -13 -18 29 -20 -24 right_child=4 2 5 21 9 15 7 -9 20 10 -12 12 23 -15 -16 -17 26 -19 28 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.068848896025577422 0.085106625035921687 0.0046025242451094911 0.061811643559140456 0.060730298336211602 0.064722863608646111 0.023188970151000951 0.05907868941353233 -0.0932854940466189 -0.046660497260891047 -0.065899854906582331 0.031532778292635184 -0.056038243278454899 -0.089752682938945491 0.058492081914222949 -0.053487694183977627 -0.041423226892972578 -0.057132030031283074 0.0093210103585364794 -0.088154545616687952 -0.085419296905277775 0.019346406980916161 -0.075424050581759342 0.23130643865668762 0.054139040880559826 0.15349184052794468 0.064280025681390865 0.036381868810834508 -0.0023036167523157367 0.061961835188087469 -0.071301142907609624 leaf_count=3760 51813 7096 3636 12954 16143 56960 62452 13579 15222 28234 35441 11015 1597 3190 2458 45005 12995 13541 12326 3901 21601 1152 95 39050 2713 2511 4781 10045 1756 102978 internal_value=0 -0.0741566 -0.122762 0.481119 0.291906 -0.274324 0.0410616 0.200148 0.264623 0.0500482 -0.125207 -0.183499 0.072229 -0.443739 0.497619 -0.14207 0.00118738 0.635415 -0.502149 0.154736 -0.069724 0.706983 -0.536979 0.413718 0.80798 -0.364967 -0.375127 -0.590107 -0.767363 -0.690733 internal_count=600000 451638 431059 20579 148362 240396 190663 115312 101733 83008 66865 75351 54173 31424 64910 123642 78637 65354 21178 60861 36823 16819 116754 40647 15667 13526 17776 113118 14082 103073 shrinkage=0.1 Tree=49 num_leaves=31 num_cat=0 split_feature=632 682 1162 994 640 32 615 117 641 23 393 613 377 1455 253 620 620 616 1685 736 2091 563 626 211 691 123 318 68 2006 245 split_gain=505.516 476.201 573.752 516.974 451.942 406.987 386.534 436.688 353.863 343.092 322.925 305.671 275.223 270.018 268.773 265.952 224.518 222.158 267.659 216.489 215.407 212.37 209.113 302.317 202.301 201.188 196.942 185.425 179.666 175.339 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 0.003273763228207827 3.5000000000000004 0.0074773770757019528 -1.0000000180025095e-35 0.0015467742341570558 0.00011949908002861777 19.500000000000004 0.00036624284985009586 1.0000000180025095e-35 0.0022889419924467806 1.5000000000000002 208.50000000000003 1010974.0000000001 -1.0000000180025095e-35 5760.0000000000009 1.0000000180025095e-35 0.0083705731667578238 1256662400.0000002 0.0029297055443748836 1.5000000000000002 0.0075173471122980126 6.243378084036523e-05 0.0024256095057353382 -1.0000000180025095e-35 0.011793390382081272 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 3 4 8 11 12 9 17 -2 10 14 15 -5 -1 -7 -3 -17 22 -19 -20 -6 -15 23 -8 28 26 27 -11 -9 -12 right_child=1 2 -4 5 20 6 7 24 -10 25 29 -13 -14 21 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.081394804501737236 0.085023027633998202 -0.096336469281026529 -0.10404859999193852 0.042283583176816852 -0.12510813005219273 -0.044297270061946968 0.031596498727276705 -0.025733946783878792 -0.016671314761118161 0.057142678073596402 -0.071412076570984251 -0.033877896672944163 -0.031061593112141267 0.075890112926615044 0.029148676175465314 0.076907509818845005 0.0026566388193492454 0.025797979868303293 0.0052182193760238306 -0.060746476661253608 0.093361773964527425 -0.074560267899845142 0.033426534133281137 -0.07635655302712302 0.12554935450576232 -0.097358244445864883 -0.094742376731587793 -0.0043263054702298029 0.060494533933519896 0.08533819077606912 leaf_count=53981 14635 6833 5276 76360 2362 37316 10098 5358 5640 22721 65889 4560 11310 3909 14264 77279 4348 13239 16335 24149 409 4278 30784 5758 7270 10367 2348 43928 17872 1124 internal_value=0 0.0338698 0.333224 -0.0321823 0.429164 -0.0796244 -0.145631 0.0193303 0.52012 -0.299679 -0.457874 0.519254 0.259732 -0.563484 -0.159596 0.613199 0.662554 -0.098902 -0.274749 -0.429168 -0.803643 0.152736 0.113538 -0.238225 0.522172 -0.0239464 0.0499358 0.124156 0.324881 -0.674485 internal_count=600000 537832 101067 436765 95791 416490 328820 130863 20275 197957 118593 93020 87670 62168 51580 88460 81627 100363 53723 40484 2771 8187 46640 15856 30500 79364 68997 66649 23230 67013 shrinkage=0.1 Tree=50 num_leaves=31 num_cat=0 split_feature=683 2129 994 682 640 515 615 117 318 116 685 1473 256 548 596 2052 55 1976 1060 2020 1811 505 248 57 2026 1773 554 686 2080 679 split_gain=478.146 452.145 382.848 418.894 601.842 392.089 330.75 510.002 379.518 427.637 327.087 320.524 302.637 299.885 359.242 290.246 276.318 255.044 227.055 234.753 221.124 224.41 213.009 226.16 206.446 209.81 194.897 180.671 177.129 215.815 threshold=5.5000000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.014374135527759792 3.5000000000000004 0.0075955037027597436 6.9384532253025108e-06 0.0063824097160249957 1528320.0000000002 1.0000000180025095e-35 0.059026431292295463 0.012470492627471687 0.00084334256825968634 -1.0000000180025095e-35 0.0046229499857872733 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0010294549865648153 0.0071238966193050155 0.0041195326484739789 1.0000000180025095e-35 -1.0000000180025095e-35 0.0058419203851372012 1472.0000000000002 1.0000000180025095e-35 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 5 17 13 8 12 9 -7 28 -6 24 15 -15 -4 -17 18 -5 -20 21 -2 23 -11 -8 -26 -16 -21 29 -1 right_child=20 -3 3 4 11 6 7 -9 -10 22 -12 -13 -14 14 26 16 -18 -19 19 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.087279729590093488 -0.064443421932046135 -0.096729654949119157 0.084833154891871904 -0.066490576121009379 -0.095041872832725305 0.038151346846724742 -0.045017078775648985 0.065607094121789292 -0.070880899062371952 -0.064768592291564564 -0.054316194509782645 0.096181766508408026 0.066168439557123274 -0.035336330205317762 -0.023418571251543643 -0.016984406434911614 0.078681075243621293 -0.055770251295104392 0.0734535721808766 -0.044500577127031364 -0.084856597532555922 0.034278000622860356 0.047978174996481458 0.033518429199345806 -0.089161344319277705 0.03363378360207208 0.066458100690724387 0.1357631459818737 0.13084123001220135 0.00552344014978777 leaf_count=9999 14510 10024 18752 6162 17787 30668 36690 21319 28191 37756 2765 987 7533 19876 8939 78648 12065 2596 74588 2920 43507 5375 3138 5558 4975 18565 64332 585 3874 7316 internal_value=0 0.0373386 0.0566798 0.0177549 0.316871 -0.0491297 -0.18455 0.0177539 -0.356561 -0.146823 0.487498 -0.607192 -0.165173 0.120072 0.380353 -0.0313864 -0.0999957 0.487087 0.562636 0.624021 -0.49516 -0.150994 -0.398205 -0.509406 -0.272985 0.114971 0.555325 -0.116178 0.655253 0.48857 internal_count=600000 536608 526584 502630 105625 397005 194393 89082 105311 77120 23954 18774 67763 202612 93147 109465 90713 86851 84255 78093 63392 19885 46452 43314 60230 23540 73271 3505 21189 17315 shrinkage=0.1 Tree=51 num_leaves=31 num_cat=0 split_feature=951 637 736 255 105 1886 626 136 515 206 834 626 41 127 423 107 63 554 681 1721 685 363 473 626 474 43 785 626 447 619 split_gain=437.433 423.492 385.76 366.055 364.279 358.203 332.386 379.635 351.206 347.251 281.578 275.175 269.082 241.623 221.122 219.627 245.916 217.547 214.539 214.772 213.663 204.302 191.86 188.605 177.756 171.961 166.204 184.21 165.964 160.302 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 27904.000000000004 0.047069147229194648 0.00582263176329434 -1.0000000180025095e-35 1292345088.0000002 0.0024880230193957691 0.045175794512033469 0.0005074327054899187 -321848.99999999994 708992544.00000012 0.0047234429512172946 0.0035949982702732091 0.0028223234694451098 0.00086882273899391304 0.0033087263582274322 0.0050554547924548396 3.5000000000000004 -1.0000000180025095e-35 227584.00000000003 0.00015095913840923461 0.0047061119694262752 1069974112.0000001 0.0025866047944873576 0.0042769913561642179 1.0000000180025095e-35 1481493056.0000002 0.0014574641245417299 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 4 5 13 15 -3 7 9 14 -7 -11 18 -6 29 -8 -2 21 26 19 -9 -1 22 -17 -13 -10 -15 -16 -28 -5 -4 right_child=1 2 3 28 12 6 8 11 24 10 -12 23 -14 25 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.084901466959394628 -0.042236485026029925 -0.1055543848992134 0.022918536434693541 0.014348941101474255 -0.082641719843544653 -0.041540595205419521 0.059621337432967554 0.020202334233513225 0.019381200334084178 -0.12345101902485855 0.057621436350153113 -0.10693719705038598 0.11123904596636361 -0.042144915660293741 -0.040057216751646856 0.072303160415087428 -0.052011243974148864 0.041566942479254174 0.064878099227767383 -0.17582405909692397 0.018037176800879108 -0.050459578961551212 -0.027242364886869222 -0.032279885040849568 -0.061483647599080579 0.13641163099611225 -0.060037813971831326 0.30459211418831228 -0.055734880102964554 -0.10042812684889901 leaf_count=19296 43922 3168 46380 3441 122271 7496 97897 2847 14000 831 52299 7783 1665 21669 11550 12802 6968 26612 17825 648 11245 10128 6950 15916 7083 500 249 222 25210 1127 internal_value=0 -0.0407377 0.0291682 -0.158273 -0.309094 0.144083 0.170977 -0.0338041 0.320448 0.253952 0.48033 -0.321743 -0.725379 0.0254522 0.4288 -0.121524 0.105468 0.174236 0.222125 -0.537948 0.448333 0.319918 0.501432 -0.542667 -0.195911 -0.341225 -0.263497 1.39347 -0.450987 0.183026 internal_count=600000 569459 364753 98327 204706 266426 263258 105645 157613 60626 53130 45019 123936 69676 136530 80770 36848 38633 21320 3495 30541 29880 19752 23699 21083 22169 12021 471 28651 47507 shrinkage=0.1 Tree=52 num_leaves=31 num_cat=0 split_feature=691 681 1693 1656 626 655 689 1060 613 734 2136 994 626 626 372 256 685 681 623 398 1312 1211 1366 1756 1481 156 211 482 1806 352 split_gain=430.848 401.954 394.21 464.941 402.049 397.418 387.15 509.096 384.187 357.655 383.447 374.304 373.436 426.926 322.473 315.309 309.12 284.795 316.723 277.147 271.214 263.461 248.504 245.059 244.159 235.054 216.721 215.847 210.542 200.283 threshold=1.5000000000000002 5.5000000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 1356675904.0000002 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 -425503.99999999994 18.500000000000004 -1.0000000180025095e-35 856947520.00000012 1069974112.0000001 0.00015283781976904723 0.030404060147702697 659712.00000000012 3.5000000000000004 1.0000000180025095e-35 0.00040315651858691132 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0014752864371985199 0.0017827214323915543 0.00020747342932736504 -1.0000000180025095e-35 0.012903654947876932 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 9 8 7 20 14 -4 11 -11 15 -14 -6 17 -9 18 -13 24 -2 -10 25 -16 -15 -7 -18 -8 -23 -26 right_child=6 -3 4 -5 5 22 27 16 21 10 -12 12 13 19 23 -17 26 -19 -20 -21 -22 28 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.11843546015101447 -0.066902849894096311 -0.057767762841844081 -0.082888081384983284 0.057151938799376141 0.067695045831494147 -0.071779753708104174 -0.056836957406795882 0.098680930984431037 0.03560008077720201 0.070544028953393956 0.081218580639674118 -0.10867882228684758 -0.09626475025409742 -0.04828417382244473 0.025450650096131209 0.092499777482496742 0.074150127551348394 0.024847039140459066 0.11953544700931375 -0.067965322033425452 0.11812341244972493 0.08973658268602866 0.10679848223184667 -0.057778983454793105 0.026556161645882613 0.027545912994956474 -0.080597225752542509 0.014623979586299686 -0.11026449124370431 -0.059160108624569732 leaf_count=11964 21800 71496 10109 2814 44301 66291 7654 75503 3289 7511 28152 6875 15934 12891 70501 12411 1780 18035 666 16765 1642 488 3162 3583 26407 6754 4362 35621 5231 6008 internal_value=0 -0.067678 -0.0268757 -0.722879 0.00479226 0.155231 0.267413 0.549155 0.247689 -0.151431 -0.0885218 -0.143961 -0.204879 -0.350406 0.32615 0.175298 0.790345 -0.0497937 -0.71425 -0.207549 -0.32445 -0.419499 -0.337995 0.186166 -0.0592213 -0.466469 -0.0406483 -0.0195674 -0.859421 0.132162 internal_count=600000 451638 380142 14778 365364 203600 148362 105087 127393 161764 151655 123503 115992 78005 118385 37987 81645 25576 7541 62071 23442 9008 76207 74084 45306 73045 6142 43275 5719 32415 shrinkage=0.1 Tree=53 num_leaves=31 num_cat=0 split_feature=620 619 682 1162 32 1734 209 734 613 106 736 2009 775 775 784 1815 797 232 1695 51 626 1559 561 2080 2004 921 56 807 371 682 split_gain=389.426 419.314 413.579 329.962 307.589 300.64 288.71 282.269 282.262 272.1 259.826 224.18 237.069 262.911 331.022 329.861 282.218 279.494 298.915 289.4 262.328 410.156 266.362 246.88 227.182 221.799 225.816 228.088 219.193 215.073 threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.0033888327889144425 1.5000000000000002 0.00080150956637226056 -735487.99999999988 19.500000000000004 0.0033470848575234417 94976.000000000015 1.5000000000000002 -5.6433100700378409 -0.10485627874732016 -6.7380778789520255 -1.0000000180025095e-35 -258047.99999999997 0.0041044962126761684 1.0000000180025095e-35 0.0042798123322427281 1482938368.0000002 -1.0000000180025095e-35 0.011340558994561436 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.0034708792809396987 67634.500000000015 3.2179494155570871e-05 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 8 10 7 -3 28 29 -1 -2 12 -9 14 -14 16 -16 19 -19 20 22 -22 24 -18 -15 26 27 -8 -6 -4 right_child=1 6 3 -5 5 -7 25 11 -10 -11 -12 -13 13 17 15 -17 23 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.096535915197939207 0.050839694528382925 -0.080270985888969013 0.067410921989484521 -0.10011986724801249 0.071959531796528628 0.067379307963902041 0.023442677522917427 0.047318790177855168 -0.035068947645785227 0.03294127492820325 -0.018539164840569063 0.066927040885365371 0.058692094198626713 -0.072016518012222974 0.11142652194049525 -0.055421855791190106 -0.025592844388538896 0.063961728802159681 -0.02780202744188497 0.063032043296423618 0.077209647464148184 -0.07561048316285704 0.043015633766458422 0.097311088816048968 0.078829897740612512 0.15544377398622272 -0.06214825544023389 -0.059043022810768682 -0.07100316325543507 -0.023951246436270734 leaf_count=60312 74401 37207 73521 2646 3679 6216 20512 15008 4656 11627 11744 22559 10454 39051 3399 41422 30647 31712 6185 9115 7016 23299 5853 1330 1253 472 13113 10908 14993 5690 internal_value=0 0.0242539 0.0820105 0.402192 0.014793 -0.0486188 -0.295785 -0.0802617 0.472706 -0.651994 0.320202 -0.0333482 -0.0611586 -0.10136 -0.251946 -0.324427 -0.0379771 0.0687458 0.384842 -0.114718 -0.242094 0.244612 -0.449054 -0.147779 -0.61485 -0.13156 -0.181783 0.0201205 -0.557789 0.580683 internal_count=600000 528061 445849 86513 359336 273191 82212 266975 83867 71939 86145 248303 225744 210736 87252 76798 35376 123484 37897 85587 76472 30315 46157 31977 40304 45005 44533 31420 18672 79211 shrinkage=0.1 Tree=54 num_leaves=31 num_cat=0 split_feature=1629 658 785 620 685 691 827 1722 707 626 554 2159 361 685 1685 51 775 32 1036 1359 192 149 145 677 1154 473 2210 527 537 1590 split_gain=372.738 359.609 338.458 349.446 335.536 425.968 535.964 333.141 356.244 451.255 409.304 332.602 311.177 309.546 279.271 277.711 274.495 258.256 258.197 203.27 202.365 205.488 194.517 296.104 199.763 190.646 190.524 176.359 173.204 171.415 threshold=1.0000000180025095e-35 -1.4999999999999998 -4.8822152614593497 1.0000000180025095e-35 667904.00000000012 1.5000000000000002 37243.500000000007 1.0000000180025095e-35 3088.0000000000005 1330135680.0000002 0.0061998968012630948 -1.0000000180025095e-35 3.0905453968443915e-05 13360.000000000002 -1.0000000180025095e-35 0.0031960837077349429 -3.7102673053741451 0.005000015953555704 1.0000000180025095e-35 1.0000000180025095e-35 0.0036712150322273378 0.00054470202303491544 0.0028709704056382184 4.5000000000000009 1.0000000180025095e-35 0.0032043864484876399 -1.0000000180025095e-35 0.0047294262330979117 0.010674512945115568 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 -1 14 13 5 7 18 8 10 16 15 17 -6 -4 -3 -5 25 -11 -7 -13 26 -22 24 -24 -8 -10 -12 -17 -18 -14 right_child=-2 2 3 4 12 6 22 -9 9 11 20 19 29 -15 -16 27 28 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.068049577693007055 -0.092205960736573001 0.011717113902679929 -0.10211172680350708 -0.040636642563051599 0.018555715480358854 0.087679262214162279 0.051465497681772374 0.078398170745836521 0.015722527441656038 0.052180656759159526 -0.076512397465893611 -0.065921964162211147 -0.063495109170767269 0.032350540362953227 -0.054910962202094744 0.055646175705415545 -0.088406618156593231 -0.0028100471537120609 -0.050362233631825924 0.10414858380181749 -0.067198239344047575 0.034333589589614057 -0.10768000797594568 0.092672313539545761 -0.86148670881377687 -0.062979624619271937 0.076175405515950201 -0.054228914736928951 0.0075932760344268454 0.06356233612498606 leaf_count=35537 9380 10872 56229 44521 15259 93789 6298 9205 12384 31275 11064 18555 22239 12293 33696 17383 14155 20570 1385 855 5869 30326 2815 2322 27 6610 66548 3893 3407 1239 internal_value=0 0.0164755 0.0392492 0.0854385 0.112932 0.165855 0.522169 0.091263 0.0549746 -0.0963878 0.241871 0.111165 -0.229735 -0.574014 -0.294749 -0.10342 -0.408861 0.244594 0.77941 -0.485055 0.45223 0.207363 -0.22882 -0.643624 0.433656 -0.0980546 0.688236 0.326284 -0.726885 -0.532449 internal_count=600000 590620 555083 510515 441993 403256 106636 296620 287415 107811 179604 71255 38737 68522 44568 65797 36556 51845 95174 19410 113807 36195 11462 5137 6325 18994 77612 21276 17562 23478 shrinkage=0.1 Tree=55 num_leaves=31 num_cat=0 split_feature=951 775 785 2004 1263 640 1514 551 554 707 232 834 617 693 786 658 128 588 554 1342 194 798 369 930 512 72 835 2110 736 1991 split_gain=353.974 322.711 297.352 392.952 319.351 318.293 309.594 301.631 296.092 259.435 384.289 314.911 265.963 250.876 248.688 235.951 223.07 200.646 196.034 193.47 187.865 185.602 184.251 190.489 183.014 182.81 174.732 172.19 162.405 161.22 threshold=-1.0000000180025095e-35 -5.8145883083343497 -4.8822152614593497 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.0087463837116956728 0.0052758594974875459 3088.0000000000005 0.0042653095442801723 -3713.9999999999995 213760.00000000003 103424.00000000001 3.2159487009048466 -1.0000000180025095e-35 0.0044701888691633948 0.040942892432212837 0.0084471195004880446 1.0000000180025095e-35 0.0018690026481635871 -726.99999999999989 9.15653981792275e-05 1.0000000180025095e-35 11325.500000000002 0.0059329837094992408 310.00000000000006 1.0000000180025095e-35 5138.0000000000009 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 13 6 4 -4 7 -3 16 25 10 11 18 -11 19 28 -5 17 -6 -10 -2 -8 -12 -14 29 -1 -9 -19 -16 -13 -24 right_child=1 2 3 15 5 -7 20 8 9 12 21 14 22 -15 27 -17 -18 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.056476667391459422 0.059911047967418411 -0.067868925392573387 -0.086240993767544419 -0.096736585091435415 0.04680285567812164 -0.047998708303228305 -0.057505068740462656 -0.059337656294154627 -0.029683578132257648 -0.056057111382980411 -0.013878852500772287 0.068012395976525794 0.02982942609960889 -0.24327198550300375 -0.084326894037294986 0.073307276526067444 -0.027383021421552786 -0.012467005444652795 0.05129233462920707 -0.046759679292488421 0.050187686411191826 0.080668581863373209 0.058751444101548339 0.10473660248308091 -0.024042370986989157 0.055994700613476667 0.22731964677587208 0.21076009202172608 -0.17748635118832171 -0.04060730172028558 leaf_count=26762 36811 32727 9087 2529 80714 67229 2464 46489 10713 18471 4560 8119 15659 167 29005 31436 18964 39332 21458 1992 4569 54769 1610 982 3779 8277 531 123 623 20049 internal_value=0 -0.0385797 -0.0738996 -0.0290399 -0.0670597 -0.041918 -0.419706 0.00501592 -0.0950986 -0.0155892 0.17858 -0.059243 -0.184069 0.402766 -0.481093 0.580106 0.220484 0.322216 0.253241 0.460444 0.123407 0.617155 -0.0177048 -0.215701 0.415646 -0.485169 -0.0518361 -0.764888 0.380922 -0.299001 internal_count=600000 569459 530489 490729 456764 447677 39760 380448 240907 186141 129370 70041 56771 38970 37870 33965 139541 120577 32171 38803 7033 59329 38300 22641 30541 54766 39863 29128 8742 21659 shrinkage=0.1 Tree=56 num_leaves=31 num_cat=0 split_feature=1424 618 626 626 615 683 616 1733 1316 373 512 256 681 778 775 1262 617 1722 698 626 515 613 15 692 626 575 416 367 1721 2026 split_gain=340.703 306.409 455.871 294.097 284.132 319.511 276.378 347.105 256.335 298.721 251.85 249.485 325.107 266.955 246.599 273.792 245.245 238.306 235.295 219.443 211.365 226.331 190.437 185.958 250.923 200.316 182.614 167.666 166.247 162.081 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1276620480.0000002 856947520.00000012 4.5000000000000009 4.5000000000000009 1496721.5000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.00049650049186311673 12683.000000000002 0.030404060147702697 1.5000000000000002 -6.6504638195037833 -7.2426958084106436 1.0000000180025095e-35 98480.000000000015 1.0000000180025095e-35 -539.99999999999989 1069974112.0000001 0.017899962142109874 10.500000000000002 0.014703660272061827 1.5000000000000002 1484261248.0000002 0.0011984910233877601 0.11938428506255151 0.00024460621352773165 -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 2 3 11 5 18 7 -6 9 20 22 12 13 28 -5 17 29 19 -3 -16 21 -4 -10 24 25 -20 -21 -18 -2 -11 right_child=1 4 8 14 6 -7 -8 -9 10 16 -12 -13 -14 -15 15 -17 27 -19 23 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10696774094581091 0.17421930466488858 -0.066259491753865918 0.055968949008677264 0.074417568120405633 -0.054890289002492459 -0.060878847560265036 -0.029128173169487404 0.059565079688993341 0.071745624797873692 0.0051321562087526529 -0.051166537992222004 0.087203202812172878 0.025107993337974113 -0.10690491650499312 -0.093808037744964476 0.051311991958196079 -0.00012996923418051611 0.089039496653016262 0.035904499021888657 -0.040702499361691825 0.00041971292906130704 -0.038334927537290453 -0.083405086605087553 0.090137265559857918 0.095530382975851993 -0.065646750285791367 0.078930072057617942 -0.06589694940482628 -0.12558495784860571 0.10146053837568615 leaf_count=6230 383 11777 97591 5668 10372 89413 25424 18513 34031 41162 2568 13441 36088 6922 15746 14887 21129 1849 8074 35577 34718 2732 1220 4573 5642 10389 15826 15506 128 12421 internal_value=0 0.013576 0.0911389 -0.120459 -0.167086 -0.343074 0.0787244 0.351295 0.231965 0.140486 0.537032 0.163564 0.00936778 -0.707765 -0.289842 -0.352119 -0.120308 -0.439729 -0.0289222 -0.494355 0.302582 0.465132 0.650368 0.182782 -0.0140523 -0.264874 -0.337376 -0.374702 0.855062 0.235613 internal_count=600000 593770 409593 146515 184177 129868 54309 28885 263078 225259 37819 56962 43521 7433 89553 83885 90218 68998 40455 67149 135041 100323 35251 28678 24105 18463 51403 36635 511 53583 shrinkage=0.1 Tree=57 num_leaves=31 num_cat=0 split_feature=691 441 79 688 994 843 120 1024 930 392 1569 825 2159 1656 1693 265 1377 2072 1724 620 836 116 416 43 1806 246 529 658 1412 232 split_gain=297.569 331.275 303.088 368.805 299.682 299.399 287.785 238.221 249.823 228.863 224.043 260.587 273.413 228.674 241.942 211.74 202.793 201.842 200.743 192.003 186.686 243.153 184.059 178.469 172.999 210.626 185.717 167.834 154.411 153.499 threshold=1.5000000000000002 0.0016324222669936719 0.0034637566423043613 6.5000000000000009 -1.0000000180025095e-35 1.5000000000000002 0.0044806823134422311 1.0000000180025095e-35 1.0000000180025095e-35 0.00011419137081247756 -1.0000000180025095e-35 -137293.99999999997 -1.4999999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.0023442885139957075 -1.4999999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 166.50000000000003 746.00000000000011 0.0069367513060569772 0.11938428506255151 0.0013726680190302434 -1.0000000180025095e-35 0.004926839843392373 0.0088079348206520098 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0040710545144975194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 18 -2 7 8 10 -3 16 19 17 14 -14 22 -6 -13 -1 -12 21 -16 23 -11 -22 26 -26 -23 -5 -4 right_child=2 9 29 28 6 -7 -8 -9 -10 15 11 12 13 -15 20 -17 -18 -19 -20 -21 24 27 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.050695625484384464 0.075960978707028948 0.015706232018405753 -0.040475456544424783 -0.094023985018384687 0.047695478058419075 -0.090137820989632383 0.061728701023265907 0.10197912982898606 0.068064953896385602 -0.082223841627450972 0.065687634257829697 0.077954835405910639 -0.11044434801010389 0.072967190381665756 0.083810351294170471 0.13144821495319961 -0.050856232277566721 -0.10195148508615165 0.067670492703837362 -0.034240586028432524 0.027426133748689869 0.023421663625610187 0.050845800593035499 -0.032758751985235278 -0.0045821893166786689 0.071749495705727459 -0.048578682440235256 -0.069119029174833965 0.00977009721458298 0.035056018114387785 leaf_count=2717 88871 22578 12557 5497 2659 18114 26933 4540 18397 30563 17645 14146 6939 11672 11816 1429 26710 1047 14162 2819 7111 25901 16620 35234 37520 2951 98165 11364 14311 9012 internal_value=0 -0.0586583 0.235669 0.408591 0.0189904 0.662488 -0.0275211 -0.064426 -0.083634 -0.30299 -0.112716 -0.0410332 -0.105982 -0.16021 -0.19676 -0.421128 -0.401372 0.556925 0.505258 0.421532 -0.157291 0.192905 -0.457539 -0.5156 -0.239661 -0.303908 -0.348186 -0.112896 -0.0744024 -0.174214 internal_count=600000 451638 148362 126793 345214 106985 328335 301402 296862 106424 278465 249096 228632 213439 201767 83846 29369 15193 16879 20464 194828 49081 82417 65797 145747 138636 135685 37265 19808 21569 shrinkage=0.1 Tree=58 num_leaves=31 num_cat=0 split_feature=1424 620 578 921 619 447 125 2204 589 106 626 682 495 169 921 1973 1225 612 16 330 369 387 760 1371 590 40 116 584 1073 1722 split_gain=293.092 279.164 313.754 268.215 294.748 278.002 212.701 224.595 214.08 208.268 203.998 228.407 203.445 232.956 193.357 192.907 191.734 185.062 178.673 314.974 176.336 175.337 170.955 165.535 165.305 178.43 153.319 163.619 150.904 146.924 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.0012779979151673617 1.5000000000000002 1.5000000000000002 0.021863664500415329 0.0034564641537144784 -1.0000000180025095e-35 0.0021337799262255435 0.0029297020519152288 1256662400.0000002 1.0000000180025095e-35 0.019303335808217529 0.0008181736629921944 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.023381415754556659 0.00010056306200567634 9.4730905402684598e-05 0.0088047822937369364 -6.0813488960266104 -1.0000000180025095e-35 0.0031388840870931749 0.0014496041694656017 0.010391952004283668 0.040000196546316154 -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 9 26 4 5 6 7 -4 14 -2 11 15 -6 22 -9 -8 29 20 -11 -20 -12 23 -14 28 -24 -26 -3 -28 -16 -10 right_child=1 2 3 -5 12 -7 10 8 16 18 17 -13 13 -15 21 -17 -18 -19 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.10320228593426008 -0.095965585120795158 0.086255737777397215 -0.092777900888915091 0.12230386092363485 -0.054209134413313029 -0.058512895965075043 -0.074225535547488591 0.083346068381974017 0.023971501717587416 0.013176014352901048 0.037953689180474079 0.05699865744500713 0.60249944455844084 0.08340017573461482 0.51653287450214269 0.018050582413476651 -0.075670392084791885 -0.046394659730994964 0.16670654251100567 2.8576180801282369 -0.013131563695352308 0.047850285107936937 -0.085720254359540754 -0.035703726708038959 0.074238496262801712 -0.031274338932878565 0.08806393858738662 -0.066304727215482334 0.045113874115381168 0.077234459637864572 leaf_count=6230 58717 32119 2408 14386 50362 8424 15241 20831 168142 13126 25100 2238 34 2659 57 7072 1653 18523 71 25 25096 13798 8959 58826 3141 10701 8858 8276 6709 8218 internal_value=0 0.0126933 0.0341264 0.00684391 -0.00449609 0.0475989 0.0744476 0.152823 0.172065 -0.604715 -0.0984254 -0.395819 -0.298138 -0.0108915 -0.0738256 -0.546643 0.254104 0.0416479 0.224321 9.32189 0.151597 -0.154097 -0.217685 -0.267731 -0.243251 0.00914176 0.598184 -0.018339 0.628706 0.277941 internal_count=600000 593770 521831 472578 458192 382336 373912 280642 278234 71939 93270 24551 75856 25494 100221 22313 178013 68719 13222 96 50196 79390 22835 65592 22801 13842 49253 17134 6766 176360 shrinkage=0.1 Tree=59 num_leaves=31 num_cat=0 split_feature=128 95 255 596 214 615 551 3 707 616 448 515 515 2004 626 1266 825 334 405 626 2200 835 421 778 1279 6 597 410 513 530 split_gain=272.116 315.26 283.346 247.301 219.391 218.182 269.774 216.153 214.788 185.381 169.485 208.446 162.117 161.202 225.556 207.018 257.728 148.166 147.265 145.305 132.162 130.239 129.993 127.973 135.898 124.633 124.051 122.68 119.725 116.937 threshold=0.0045815904159098872 0.003397732507437468 0.12848912179470065 0.0026527468580752615 0.0012326324358582499 4.5000000000000009 0.0098963486962020415 0.012771276757121088 192768.00000000003 9457118.5000000019 0.016142149455845359 0.018116848543286327 0.0329776518046856 1.0000000180025095e-35 1256662400.0000002 1.0000000180025095e-35 -77681.999999999985 5.5810272897360853e-05 0.0023936580400913958 1154416064.0000002 1.0000000180025095e-35 -2622.9999999999995 0.00051484454888850461 -6.6123707294464102 -1.0000000180025095e-35 0.0035240277647972111 0.03943347558379174 2.2506252207676883e-05 16.058280944824222 0.018286623992025856 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -3 6 12 10 -7 13 11 -2 -1 14 20 18 -17 21 29 -13 23 -5 -12 -6 -25 -14 -4 -21 -8 -16 right_child=7 4 26 17 9 8 28 -9 -10 -11 22 19 25 -15 15 16 -18 -19 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.047307727166640785 0.012371152013046952 -0.038647605071963007 -0.082678170811711069 -0.016795048536665851 0.063685779976365806 0.063678924907645332 -0.012802479448925402 0.058958472982371307 -0.047058975890718925 -0.07875546117855689 0.015602303258011293 -0.083531595268451622 0.01534522532188301 0.061816248759403829 0.046743129601447934 0.049635039143061777 -0.088791475066495443 0.00029876226885054051 -0.031718932451304721 -0.1001300127541382 0.024561459182529409 0.061433408881667644 -0.062577278953929366 0.1079848357675546 -0.076432619369478788 -0.067819767425166988 0.0034177642816502719 -0.0061298744751197053 -0.067945956582649278 -0.16132115867415439 leaf_count=49221 41672 81838 7747 4142 809 25544 28333 27133 3149 4794 10887 9010 12928 13655 36343 1501 14823 13929 7332 2956 3746 86776 34549 736 11492 6037 5265 22204 31097 352 internal_value=0 0.0661172 0.184564 0.233896 -0.104248 0.0979465 -0.0189252 -0.193675 0.456073 0.0170756 -0.244458 -0.11817 0.233662 0.0684911 -0.00113848 0.164881 -0.365256 0.446906 0.317057 -0.368126 -0.364569 0.547228 -0.507432 -0.549341 -0.669245 -0.098767 -0.438676 -0.184692 -0.290676 0.433514 internal_count=600000 451589 274168 261156 177421 156309 127616 148411 28693 95583 121278 75842 68186 90789 77134 60351 16324 104847 44027 34170 16783 90918 45436 13037 12228 18965 13012 25160 59430 36695 shrinkage=0.1 Tree=60 num_leaves=31 num_cat=0 split_feature=1905 951 921 619 775 620 682 457 1431 2110 1496 1481 1262 1912 554 1262 1708 527 1559 245 626 543 1750 386 778 691 784 1430 797 1490 split_gain=262.72 256.466 240.959 230.885 242.453 244.92 296.342 276.134 275.87 218.316 262.963 227.427 241.044 247.855 213.065 199.132 195.679 253.845 217.599 262.146 248.233 205.889 201.608 233.628 188.469 187.645 183.845 177.994 212.374 174.352 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 47.500000000000007 -5.2740585803985587 1.0000000180025095e-35 1.0000000180025095e-35 0.0025916961021721367 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0058419203851372012 1.0000000180025095e-35 -1.0000000180025095e-35 0.0040143663063645372 -1.0000000180025095e-35 0.00058401052956469368 1479185536.0000002 0.00014077320520300421 -1.0000000180025095e-35 0.0017410129657946529 -6.6504638195037833 1.5000000000000002 -6.6481854915618888 -1.0000000180025095e-35 -169983.99999999997 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 -1 3 4 14 -6 7 9 -8 10 11 24 13 16 -3 -9 27 18 20 21 -18 -20 -19 -24 -7 26 -26 28 -13 -28 right_child=-2 2 -4 -5 5 6 8 15 -10 -11 -12 12 -14 -15 -16 -17 17 22 19 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31 leaf_value=0.038303699483850075 -0.094179849022297271 -0.024344909850616509 0.12312643555426736 -0.07158864750276682 -0.067272051150479226 0.16241592234709812 -0.052785114810272524 -0.065197543302980415 0.040278389580970457 0.055242979365772521 -0.10422432295948106 0.11273914517467395 0.064624129382294559 -0.06942940643979903 0.054071033037660809 0.037271969252056454 -0.011717543174219032 -0.11951810319353773 0.040211573749701204 0.030869084912507287 0.098430796188836267 -0.06237704685306996 -0.0017888549612396225 -0.076130651276412026 0.0032213111007447386 0.040315578835062427 -0.070482289842849405 0.092414762263594852 -0.018306967209894942 0.047964684402439096 leaf_count=30265 9454 7757 13044 19040 68456 288 5196 23004 59146 9318 4139 3348 30553 9337 41713 7077 4035 1654 10022 54397 8497 52024 36371 11928 7879 6084 37941 21717 4806 1510 internal_value=0 0.0125774 -0.0212518 -0.031511 -0.0133726 -0.0517174 -0.0275593 -0.0899188 0.274853 -0.0378505 -0.0698713 -0.0451877 0.038141 -0.0110597 0.335589 -0.496997 0.0376109 -0.0367404 0.15535 -0.00805745 0.577921 -0.372247 -0.264 -0.182716 -0.300623 -0.337879 -0.43609 0.415861 0.109489 -0.608529 internal_count=600000 590546 560281 547237 528197 478727 410271 345929 64342 315848 306530 302391 248689 218136 49470 30081 208799 178928 128975 116443 12532 62046 49953 48299 53702 53414 47330 29871 8154 39451 shrinkage=0.1 Tree=61 num_leaves=31 num_cat=0 split_feature=1629 105 106 318 578 120 531 446 472 2199 449 577 1608 1676 1927 797 347 821 2012 195 577 1505 678 1298 617 1262 119 449 1132 137 split_gain=249.351 240.376 310.05 304.962 246.541 206.88 208.163 181.507 164.142 163.294 190.867 148.443 142.556 165.937 160.719 146.081 133.803 133.598 156.887 138.052 127.202 126.813 121.422 145.906 118.443 118.078 118.127 151.42 113.759 119.728 threshold=1.0000000180025095e-35 0.0038208860205486421 0.00060103266150690626 8.9114032562065421e-06 0.0085441754199564474 0.0045980364084243783 0.011928754393011333 6.8995217588963001e-05 0.036630254238843925 1.0000000180025095e-35 0.0019933891016989951 0.012824491597712042 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -169983.99999999997 8.89736693352461e-05 -776191.99999999988 -1.0000000180025095e-35 0.0088134012185037153 0.034333650022745139 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6780928.0000000009 1.0000000180025095e-35 0.00096596858929842721 1.0000000180025095e-35 -1.0000000180025095e-35 0.015919424593448642 decision_type=2 2 2 2 2 2 2 2 2 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 20 4 8 6 11 -8 -1 10 16 12 13 -4 15 -15 -5 -9 -19 -20 -3 24 23 -14 28 26 -17 -28 -6 -30 right_child=-2 2 5 9 21 -7 7 17 -10 -11 -12 -13 22 14 -16 25 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.062660979627702507 -0.083261151647125053 -0.084050159497762678 -0.071481772898176713 0.017081549207911724 -0.11165210539156742 0.051436485606906585 -0.097225677857145323 0.11667002848079248 0.0064603767571673847 0.075136069288655988 -0.048699054204156156 0.10585543098017502 -0.073348695041391174 0.11021714631524832 0.06591360585042641 -0.073027662241124627 -0.033791774666565647 0.013995468934361448 -0.049689431385752811 0.076720453406570341 1.0909872638463469 -0.065089804718276842 0.064826101382068679 -0.010572620585787847 -0.077019816113789857 0.066834496156751286 0.046583596136092323 -0.0094766372614807741 0.027447078216871215 -0.035816692966704956 leaf_count=86337 9380 58511 3856 31523 1303 29911 11260 335 10230 3005 26554 6051 9737 3115 9031 16519 21609 15782 47553 894 31 3117 1428 22693 2228 13763 27492 53290 63512 9950 internal_value=0 0.0137935 -0.0943621 0.124667 0.261624 -0.0523096 -0.0903705 -0.31805 0.484363 -0.10029 -0.151477 0.0113491 -0.0114676 0.0860413 0.133939 0.058967 0.00952359 -0.218091 -0.258161 -0.426569 -0.820969 0.081721 -0.251918 -0.328809 0.132578 0.0197635 -0.033121 0.0201125 0.173802 0.202768 internal_count=600000 590620 331252 259368 176677 272710 242799 75824 96567 82691 79686 166975 160924 127066 123210 114179 53132 64564 64229 48447 58542 80110 33858 32430 76993 111064 97301 80782 74765 73462 shrinkage=0.1 Tree=62 num_leaves=31 num_cat=0 split_feature=1162 128 691 482 677 1366 1856 654 1569 1976 1560 784 133 501 550 596 68 237 214 463 680 781 1404 620 1734 1469 583 515 476 1608 split_gain=232.152 225.967 285.523 246.892 208.346 237.084 251.238 244.837 223.342 213.172 207.22 194.526 192.329 182.127 179.159 229.323 163.236 158.191 155.835 152.36 145.411 144.584 140.53 140.475 137.232 135.835 135.467 133.11 127.635 121.033 threshold=1.0000000180025095e-35 0.0043019999284297237 1.5000000000000002 0.00020747342932736504 8.5000000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -5.80041480064392 0.0058482233434915551 0.0043670095037668952 0.012878576759248974 0.004852158250287176 0.0032844736706465487 0.00037500220059882855 0.0038204846205189828 0.0067530274391174325 1.0000000180025095e-35 4.5735538005828866 -1.0000000180025095e-35 38.500000000000007 1.5000000000000002 1.0000000180025095e-35 0.02761955559253693 0.015660479664802555 0.041676240041852004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 11 8 23 14 -9 -1 19 24 18 20 17 -12 22 27 -16 -5 -10 -8 -14 28 -19 -3 29 -24 right_child=-2 12 3 21 -6 -7 7 10 9 -11 16 -13 13 -15 15 -17 -18 26 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.061143541396695332 -0.086723383556008823 0.0026868218036743422 -0.02155407147766247 0.066199490508016212 -0.07155130241336681 0.053469252756818422 -0.17243087594040193 0.089714085907116645 -0.043484304459064503 -0.072411283547431884 -0.070199880407075768 0.045498625393806343 -0.018285516755923877 0.056433713172964986 -0.041848417372323775 0.05982343090879267 -0.084193890374276409 -0.019207759217672423 -0.017683795953512809 -0.066933584128478552 0.037195003347109727 -0.095192336484316728 0.05767758250715592 -0.019402159006364252 0.09253576264396926 -0.15360129397629399 0.10370641254098051 -0.037289158076051779 -0.055171232025351249 0.0087937888165602659 leaf_count=13228 11892 45918 9809 65254 33471 13631 573 2535 2405 4471 24567 2616 33573 26913 21764 16607 35838 10158 9242 20159 13677 3851 99228 18412 1477 449 3753 39182 3212 12135 internal_value=0 0.0124128 0.0841292 0.422144 0.0222879 0.046744 0.00326988 0.0601339 0.128587 0.199554 -0.334436 -0.427272 -0.146544 0.103731 0.234636 -0.0358888 -0.459987 -0.108575 0.339127 -0.271242 -0.240671 0.605417 0.405187 -0.278828 -0.0892078 0.446462 0.312286 -0.178196 0.464197 0.497009 internal_count=600000 588108 420886 78914 341972 308501 294870 279026 202175 183190 76851 15844 167222 61963 178719 52048 74316 38478 126671 105259 35441 69105 117429 18985 35050 115024 13911 85100 114575 111363 shrinkage=0.1 Tree=63 num_leaves=31 num_cat=0 split_feature=1424 994 658 2125 1225 113 620 617 32 1751 681 640 1508 570 598 378 1174 2097 613 707 617 111 76 640 743 98 63 1634 619 563 split_gain=225.885 214.418 219.626 224.675 268.087 236.36 217.035 203.13 200.301 192.835 170.722 189.955 172.099 168.949 175.933 151.89 148.541 146.547 146.44 146.321 191.545 141.913 139.971 132.524 121.239 122.269 151.46 144.097 142.106 134.256 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.4999999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.0004973032046109439 23.500000000000004 5543936.0000000009 0.0033344684634357695 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.0032555052312090997 0.041961546987295158 0.00037827702180948114 -1.0000000180025095e-35 -1.0000000180025095e-35 6.5000000000000009 5760.0000000000009 862208.00000000012 0.0066856122575700292 0.0023294638376683001 1.0000000180025095e-35 15.45510244369507 0.0012520345044322314 0.003331167390570045 -1.0000000180025095e-35 2.5000000000000004 0.0083169527351856249 decision_type=2 2 2 2 2 2 2 2 2 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 5 22 -4 9 15 -2 11 18 13 16 17 -7 -12 -15 -10 20 -8 24 -5 -23 25 29 -27 -28 -29 -19 right_child=1 2 3 4 -6 8 19 -9 10 -11 12 -13 -14 14 -16 -17 -18 21 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.097262395509936247 0.059075609154382897 -0.064730697359064587 -0.14152539577918052 -0.0041122997161664636 -0.090881321953664856 0.057682062924497624 -0.016768767373783629 -0.075922015148371921 -0.046951952074740677 -0.060188028410318305 0.056448451858111495 -0.1259184405285291 -0.062079593598822036 -0.07030063798316244 0.066320938066328189 -0.016631582264065643 -0.037807706327059432 0.070215131130262828 0.093670809941066746 -0.047011399345144471 0.083908015781503559 0.0502873825521747 -0.053275943267761146 -0.04240262415371783 -0.14998747730891729 0.043880287232995557 -0.05065780573088606 0.027919832180805369 -0.083915188579397601 -0.014816316523834428 leaf_count=6230 22554 34937 1220 62560 4651 77042 9257 2173 6147 1889 10488 2736 4113 3696 21194 9445 50182 3280 6586 18787 4465 10361 35557 26044 458 101125 3463 36052 1336 21972 internal_value=0 0.0108495 -0.0206773 -0.00116461 0.043951 0.0626531 -0.287049 0.357963 0.12022 0.469414 0.0677664 -0.47842 0.0976255 0.12176 0.172536 0.432553 -0.224732 0.129726 -0.0300472 -0.206026 0.04409 0.152571 -0.215604 -0.220152 0.203352 0.214139 0.290355 0.0862852 0.201727 -0.0305141 internal_count=600000 593770 567154 532217 498488 493837 33729 26616 395720 24443 309233 15469 293764 289651 228981 86487 60670 207787 12733 32509 13722 204091 98117 36405 167686 167228 141976 40851 37388 25252 shrinkage=0.1 Tree=64 num_leaves=31 num_cat=0 split_feature=921 2204 951 1029 619 775 620 255 550 1733 736 835 1574 451 1526 626 66 775 106 994 2078 1391 1608 2067 797 682 235 530 784 626 split_gain=212.823 231.315 240.625 193.994 193.369 208.424 214.242 180.458 189.83 192.547 194.061 178.63 177.86 176.24 177.308 162.326 158.613 168.855 147.317 146.233 162.047 154.938 150.77 141.88 141.327 143.736 159.311 154.824 153.071 140.099 threshold=1.5000000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 47.500000000000007 -5.2740585803985587 1.0000000180025095e-35 0.12848912179470065 0.0032257532002404336 -1.0000000180025095e-35 7808.0000000000009 -2078.9999999999995 -1.0000000180025095e-35 0.0021138701122254138 -1.0000000180025095e-35 1192390464.0000002 0.0056063027586787948 -4.6189651489257804 0.0036115193506702785 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -169983.99999999997 1.0000000180025095e-35 0.0038937780773267154 0.00094717807951383304 -6.1007158756256095 1482223616.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 11 18 8 -8 10 -10 -4 -11 14 23 -12 19 -18 -7 -16 21 24 -22 -14 -21 26 27 -26 29 -29 right_child=-2 2 3 -5 -6 6 7 -9 9 12 15 -13 13 -15 16 -17 17 -19 -20 20 22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.080940975686040487 0.12014950260166735 0.03789632585867525 -0.023124435890311216 -0.087930216201397488 -0.069481857646730288 -0.093551013157513102 0.0614368264635815 -0.053041085236001456 0.02713894254436448 0.043195844515455842 0.05714884485272996 0.054037231296962772 -0.076670197212980781 -0.023284383629318783 0.061247681513669446 -0.072127918184076142 -0.091943466549988778 0.06385746464283934 0.02657012815979528 0.10943291856787317 0.0064470949955101713 0.079473538099489913 -0.095719375294369857 0.068216929625142766 -0.028412047159508482 0.044039873025460537 -0.032713580377176053 -0.031380581260860047 0.040552841728701938 0.045105153825993706 leaf_count=8140 14432 28233 5015 7670 17908 58754 46455 11162 7967 14025 1758 43092 5293 69382 8076 23534 677 18889 9702 3192 4165 10445 3651 1862 54862 15261 23607 18900 57642 6249 internal_value=0 -0.00990727 0.00502032 -0.0287998 -0.0157274 0.000842752 -0.0352136 -0.0120566 0.0117396 -0.0107802 -0.364057 0.345433 0.0296408 -0.00689695 0.0634237 -0.584653 0.0991097 0.502073 -0.644439 0.0497524 0.0131753 0.0613691 -0.490857 -0.523921 0.0266711 0.00390247 -0.0539463 0.0620757 0.188839 -0.0847104 internal_count=600000 585568 577428 549195 541525 523617 475510 407054 395892 349437 33259 48107 316178 302153 232771 25292 225616 19566 68456 206050 197974 190158 7816 7155 179713 176521 161260 137653 82791 25149 shrinkage=0.1 Tree=65 num_leaves=31 num_cat=0 split_feature=1597 681 1689 128 691 684 4 302 95 487 685 550 482 1734 357 617 615 143 1546 182 2071 509 511 61 681 186 620 616 418 1695 split_gain=200.356 190.946 249.575 200.891 253.42 182.515 204.879 215.617 216.569 180.687 163.602 166.762 152.33 131.564 147.71 189.064 210.236 126.228 121.801 120.638 119.774 116.391 133.051 112.805 127.759 110.046 109.526 109.326 108.447 106.763 threshold=1.0000000180025095e-35 8.5000000000000018 -1.4999999999999998 0.0039672176353633412 1.5000000000000002 1.5000000000000002 0.0083221443928778189 1.0047585419670215e-05 0.0031055818544700746 0.03764158487319947 253696.00000000003 0.016348850913345817 0.00017673424736130985 1.5000000000000002 0.00010316389307263309 1169408.0000000002 4.5000000000000009 0.0020198280690237884 1.0000000180025095e-35 0.0011858022771775725 1.0000000180025095e-35 4.7915164032019682e-05 0.061863420531153686 0.0014317939057946207 1.5000000000000002 0.0039242987986654052 162.50000000000003 313587.00000000006 0.0045093735679984101 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 18 4 5 6 7 8 20 -9 11 26 -6 14 23 16 28 -18 -1 -12 -4 -10 -23 -5 -25 -26 27 -8 -16 -15 right_child=-2 -3 3 13 12 -7 10 9 21 -11 19 -13 -14 29 15 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.073701054146441694 -0.088361859355602812 -0.084711609729058432 0.048662415884564082 0.034708268106932699 -0.014091373677210542 -0.078597149691833124 0.0087872264104359651 -0.027856799001347871 -0.05521644489914232 0.60818194454117225 -0.09265714151359801 -0.069177004045178028 0.062573569052880348 0.091785367953494887 -0.048548681993117036 -0.080621606962281225 0.071115846352054396 -0.030293917645048178 0.0015127968414697811 -0.022505006251108475 -0.06306787648219149 0.0234544470120528 -0.043218368693355456 -0.086504212507394304 -0.010561443247494468 0.06886532086050548 -0.061166591957739574 0.078719565620249926 0.013449416422580419 -0.032354906059200113 leaf_count=11636 8893 34824 90575 58237 7593 14296 33127 23251 14923 83 11180 17141 59331 2503 37694 12853 15001 2416 5790 8919 2540 32106 5108 2599 48734 4205 3402 10496 18781 1763 internal_value=0 0.0109446 0.0226643 -0.00547945 0.0840091 0.0190064 0.0446488 0.149944 0.241508 -0.25229 -0.182417 0.0103395 0.459919 -0.132446 -0.160751 -0.330445 -0.196192 0.352123 0.496072 -0.495056 0.442416 0.015466 0.106841 -0.0363693 -0.109218 -0.0594084 0.151771 0.254407 -0.36228 0.503427 internal_count=600000 591107 556283 538857 334071 267147 252851 168586 145252 23334 84265 64166 66924 204786 200520 86745 73892 17417 17426 20099 93115 52137 37214 113775 55538 52939 47025 43623 56475 4266 shrinkage=0.1 Tree=66 num_leaves=31 num_cat=0 split_feature=1629 1160 685 1734 1309 623 655 336 785 2091 1262 1693 626 692 707 836 514 1695 1039 214 613 1627 681 644 1739 1941 685 108 785 1466 split_gain=187.132 186.665 180.672 254.593 232.302 287.553 298.394 230.207 229.095 224.752 210.13 394.721 221.162 471.902 215.267 199.4 220.624 196.356 192.012 188.808 184.357 169.792 168.866 207.085 177.823 163.233 160.768 160.933 159.298 153.622 threshold=1.0000000180025095e-35 1.0000000180025095e-35 667904.00000000012 1.5000000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.0043838743586093196 -4.8822152614593497 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1482223616.0000002 1.0000000180025095e-35 3088.0000000000005 4322.0000000000009 9177.5000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.00092956016305834066 1.0000000180025095e-35 -1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 213248.00000000003 0.0040715280920267114 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 2 3 4 9 6 8 18 25 -1 11 -10 13 -13 22 -11 -17 -7 -4 -8 -16 -22 23 -15 26 -6 -24 -28 -14 -26 right_child=-2 -3 7 -5 5 17 19 -9 10 15 -12 12 28 14 20 16 -18 -19 -20 -21 21 -23 24 -25 29 -27 27 -29 -30 -31 leaf_value=-0.066154234707024626 -0.076652220309174943 0.062172123459110641 0.0095217601206129803 0.088252925175338101 -0.088619161178791692 -0.038775303948558437 -0.053838501748553785 -0.071112470088231183 -0.11045968234091216 0.080236237462662383 0.085991456213726211 -0.072250484496050274 0.051038648915416332 0.074905538468043376 -0.015996476536342726 -0.094386793326687965 0.0045199431380428664 0.077980936973623516 -0.061543273047633337 0.010395481241764629 -0.088054915170099154 0.061141395504838068 0.067664594355776195 -0.096765632738635476 -0.10618116855447834 0.013914327540119059 0.042649364711542147 -0.096090201768452663 0.18682866835581247 0.14602934428153813 leaf_count=14918 9380 7454 29122 4641 5963 46862 87527 19315 5897 2688 34892 33981 52389 9245 36220 2697 11143 2079 4972 24749 1180 11374 119819 2800 2504 5768 7489 1663 858 411 internal_value=0 0.0119945 -0.00440491 0.0390623 0.019302 0.0737315 0.13695 -0.233047 0.213061 -0.266648 0.25729 0.214888 0.253825 0.166028 0.255707 -0.0281829 -0.18952 -0.289029 -0.0672302 -0.230211 0.030049 0.439921 0.433044 -0.287303 0.51087 -0.372577 0.572528 -0.028485 0.591374 -0.550032 internal_count=600000 590620 583166 529757 525116 493670 444729 53409 332453 31446 320722 285830 279933 226686 192705 16528 13840 48941 34094 112276 48774 12554 143931 12045 131886 11731 128971 9152 53247 2915 shrinkage=0.1 Tree=67 num_leaves=31 num_cat=0 split_feature=921 619 1886 1160 620 529 596 786 654 209 198 531 1608 1262 1806 707 149 598 595 620 448 303 685 766 688 617 623 1749 2210 626 split_gain=181.137 191.061 177.974 188.78 168.716 181.916 212.512 197.799 215.027 159.309 165.702 157.986 161.929 168.325 157.926 154.468 152.362 151.485 148.316 147.657 138.728 135.923 134.112 132.948 132.031 131.997 148.83 173.732 127.141 191.887 threshold=1.5000000000000002 1.5000000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0070540152955800304 0.0025771732907742266 1.6641859412193301 1.0000000180025095e-35 0.00079237372847273957 0.0059696517419070014 0.014372435398399832 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.0020361327333375816 0.024776509962975982 0.0060122550930827865 131.50000000000003 0.021646347828209404 6.448563362937422e-05 2576.0000000000005 -7.3509051799774161 5.5000000000000009 41136.000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1465814912.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 16 6 18 8 23 -3 17 12 13 14 -9 19 -4 -11 -6 -14 28 -20 -18 -7 -13 -17 27 -27 -16 -30 right_child=-2 9 3 -5 5 7 -8 11 -10 10 -12 24 15 -15 20 25 22 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.081266245617781174 0.11772049712173907 -0.072220874092106688 -0.090742892355655733 0.071802452669866276 0.061566657913357262 -0.41772201849698443 0.051234175166294457 0.085197411193461622 -0.048556090982774316 -0.046591147600168033 0.10722638049061151 -0.048235140776009343 -0.024973380344574119 0.08604215308584183 -0.071583738378535558 0.050731101267953709 -0.10293735187404761 0.0087269555895800998 0.0068336154390452666 0.1075170548063332 -0.042694097721680112 -0.056037911461727569 0.079967137346418735 0.070630235032545716 0.0051087005698687562 -0.00030732954171963157 0.027998244025781337 -0.082223827125211341 -0.0035938628681105242 0.043441924455608162 leaf_count=4446 14432 37263 56476 5917 29554 48 70325 4241 6898 22260 1409 33073 3588 24370 32283 12142 4881 21963 44250 1627 13292 5934 9387 25593 17011 5006 3259 15068 47553 26451 internal_value=0 -0.00905255 0.0326315 0.045923 0.0279126 0.0480921 0.219986 -0.0241403 0.41377 -0.256722 -0.128352 -0.0679244 0.00206304 0.0941277 0.0523977 -0.24001 -0.522555 -0.194395 0.0523079 0.376907 0.0128322 -0.0432545 0.214502 0.66875 -0.308616 -0.365082 -0.455983 -0.590135 0.0791503 0.117843 internal_count=600000 585568 502673 498227 492310 421566 150063 271503 32539 82895 45632 238964 188880 148190 123820 40690 70744 44223 79738 5215 119579 50184 14268 25641 50084 35475 23333 20074 106287 74004 shrinkage=0.1 Tree=68 num_leaves=31 num_cat=0 split_feature=618 1316 748 1061 2085 232 192 253 784 692 554 352 623 440 685 197 2149 626 1364 775 1443 785 0 70 1154 1343 626 474 51 973 split_gain=174.748 310.313 241.324 237.669 203.778 281.1 229.172 222.371 211.86 206.881 194.344 190.606 185.471 216.713 178.961 168.23 163.947 163.742 195.055 181.551 162.03 158.215 156.869 161.073 153.237 143.925 145.289 167.331 141.536 136.665 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -6.8325331211090079 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0041774692945182332 0.0038918306818231945 0.0011249576346017422 -6.7879877090454093 4.5000000000000009 0.0067899799905717382 0.0025444391649216418 1.0000000180025095e-35 0.0014649418299086394 19984.000000000004 0.0043826755136251458 -1.0000000180025095e-35 1239101696.0000002 -1.0000000180025095e-35 -0.74108403921127308 -1.0000000180025095e-35 -4.8785595893859854 0.010740432422608139 0.0038876256439834837 1.0000000180025095e-35 1.0000000180025095e-35 1484841408.0000002 0.0022211878094822173 0.0055147421080619105 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 -1 8 6 10 -7 -5 14 28 -8 13 25 -10 -14 -3 18 -16 -19 -18 22 23 -9 -12 26 27 -4 29 -6 right_child=2 16 12 4 5 7 11 21 9 -11 24 -13 15 -15 17 -17 20 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.097193934286773864 0.12178596863345012 -0.010583697412917105 -0.044465630705110983 0.10273237959779458 0.032985011308841287 -0.028812590039966168 -0.014693761805988111 0.043067088810149222 -0.11484168664311904 0.041149424558337512 0.032906238441130352 -0.095782268523411651 -0.057159884700003806 -0.032017764337730709 0.095184305804900268 0.21037220955424135 -0.029747839509854448 -0.017503010972752048 -0.06962882057707008 0.11728791524626679 0.062943403302259046 0.058982527330274211 -0.029722642649216598 1.31715607808561 -0.32656729471234441 0.081612866480512913 0.047160179595139698 0.024720832884660995 0.050564324625445474 -0.053554345952806996 leaf_count=18842 1762 6287 33861 3114 7100 19817 15200 21 4149 4060 77252 8856 37733 80328 1325 397 2630 19694 13826 1041 39782 102861 5512 26 84 4097 14603 14506 13336 47898 internal_value=0 0.0637616 -0.148142 -0.0113685 -0.0346732 0.0678929 -0.0915649 0.332897 -0.230777 -0.279178 0.0611462 -0.452904 -0.179717 -0.0800109 -0.368583 -0.519871 0.386872 -0.291219 -0.583087 -0.0833303 0.524849 0.476182 -0.209457 5.98131 0.301571 0.133359 0.03923 -0.131506 -0.215743 -0.360349 internal_count=600000 412713 187287 364014 345172 297963 169726 128237 47209 44095 145670 24056 185525 147395 40035 38130 48699 35886 15151 20735 42412 108420 5559 47 77336 67067 62970 48367 68334 54998 shrinkage=0.1 Tree=69 num_leaves=31 num_cat=0 split_feature=512 615 524 402 515 685 598 554 567 513 1286 601 584 570 736 1734 602 589 509 582 690 1518 382 835 316 413 825 554 337 617 split_gain=171.369 184.93 311.797 247.12 178.447 171.985 157.563 167.058 157.906 139.341 147.398 127.663 123.751 122.735 114.516 124.39 113.663 113.277 112.264 107.793 106.54 109.716 104.274 102.345 99.499 96.4778 126.112 104.176 102.261 118.488 threshold=40608.500000000007 4.5000000000000009 0.0023364796070382003 0.00048839958617463719 0.017725516110658649 766208.00000000012 0.047418013215065009 0.0046447126660496005 0.0033832521876320247 16.302183151245121 1.0000000180025095e-35 0.005003443220630289 0.062293186783790595 0.0020091909682378177 3074.0000000000005 1.5000000000000002 0.0072182717267423877 0.0039301449432969102 0.00048393420001957571 0.0472831279039383 1.5000000000000002 -1.0000000180025095e-35 4.510799408308231e-05 310.00000000000006 5.4264639402390464e-05 2.5265437216148715e-05 -89822.499999999985 0.0093196905218064802 0.00010393503544037232 1456128.0000000002 decision_type=2 2 2 2 2 2 2 2 2 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 4 18 -3 7 8 -5 10 11 -9 24 -8 16 -16 -12 -11 22 23 21 -4 -1 -10 -6 26 -23 -28 -27 -30 right_child=-2 2 20 6 12 -7 13 9 19 17 14 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 28 27 -29 29 -31 leaf_value=0.052061476979948326 -0.054406804511765577 0.069009286030714101 -0.06262400339708403 0.02993511645594208 -0.019798080556218421 0.004437494567706402 -0.053002429902924746 -0.032795024460444924 -0.063734324812611043 -0.062593255888482746 -0.08838572622809715 0.022553467442700186 0.027804081506733247 0.048121538078142213 -0.050370608908183553 0.055363281221665242 0.080521503005082734 0.014351621383100428 0.064029430210377547 0.062953642283770414 -0.13626343470517854 0.045919334731850454 -0.0336385511124229 0.14504145625386633 -0.12176804832427243 0.025682766691995738 -0.082493061520861125 -0.012817247900345314 0.014068040138681208 -0.063731045749380461 leaf_count=8245 13641 52758 9572 7380 26451 13045 12138 15964 74888 36798 894 71496 15068 20489 14322 1559 2129 6093 67597 10459 592 3088 11284 507 2715 53931 4154 17480 17807 7456 internal_value=0 0.0167039 0.142964 -0.0667173 0.19299 0.486977 -0.156719 -0.20277 -0.448915 -0.107193 -0.0243499 0.116554 -0.089423 0.279062 -0.280391 -0.397818 0.392041 -0.436034 0.425215 -0.555167 0.0132112 0.0284782 0.0756388 -0.607484 -0.363714 0.0618837 -0.154734 -0.29768 0.155198 -0.146434 internal_count=600000 586359 179883 406476 131360 65803 275116 242489 93234 149255 106364 87460 44234 32627 18904 15881 3023 42891 87126 85854 114080 113488 19529 75395 29166 103916 24722 21634 79194 25263 shrinkage=0.1 Tree=70 num_leaves=31 num_cat=0 split_feature=1424 658 1689 515 312 60 615 50 512 498 1559 382 626 1546 527 1451 517 760 530 111 107 2072 1898 1545 605 603 1174 620 1815 103 split_gain=162.351 151.172 155.844 156.186 168.476 158.924 219.461 169.814 144.135 148.719 150.262 150.27 140.871 140.12 136.298 127.718 127.694 127.607 121.334 124.423 113.675 129.761 124.755 114.608 112.833 106.68 106.382 104.624 100.336 122.553 threshold=-1.0000000180025095e-35 -1.4999999999999998 -1.4999999999999998 0.012848016805946829 0.00010643783389241436 0.002659052144736052 4.5000000000000009 0.0021972862305119638 45445.000000000007 0.00021334715711418542 -1.0000000180025095e-35 5.6622327974764637e-05 1479185536.0000002 1.0000000180025095e-35 0.0019146568374708297 1.0000000180025095e-35 0.01017494546249509 -6.2586648464202872 0.02493929956108332 0.0093751102685928362 0.00089839138672687124 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.010673225857317449 0.0041025730315595874 -1.0000000180025095e-35 16.500000000000004 -1.4999999999999998 0.0034947901731356983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 28 13 8 5 6 7 -5 9 10 12 -12 -4 -3 -11 -6 25 -7 19 26 -19 23 -23 -22 -13 -9 27 -16 29 -2 right_child=1 2 3 4 15 17 -8 16 -10 14 11 24 -14 -15 18 -17 -18 20 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.089773661324131768 0.1527313243588205 0.068793718867326242 -0.028602328199281511 -0.019102659340411381 -0.084582793931752567 0.24227760031425657 0.045812866743641628 -0.070276995513491342 -0.057533110716575429 0.065413272317847937 0.019807177397034133 -0.057592854982590681 0.10706791857026904 -0.0093958401760089513 -0.073097959198903828 -0.015834211745047209 0.085998769041988291 -0.054774924956481348 -0.13282951298801146 -0.067533605841586797 0.028059226915859423 0.023325857600300134 -0.1111398810070786 -0.014364375927721764 0.046488516036604165 0.025227066298751436 0.04595593476961133 0.016053724707788798 -0.059623730390540156 1.5499009519278901 leaf_count=6230 255 11369 2413 73915 14449 189 42345 10586 4954 57679 21969 49079 5217 11912 1849 14453 33039 17686 675 4067 15394 754 3098 55672 16864 23077 43386 21572 35832 21 internal_value=0 0.00940979 0.0253596 0.00171601 -0.0714549 -0.0272939 0.105296 -0.0304451 0.133543 0.168725 -0.0613278 -0.1921 0.556256 0.408795 0.28613 -0.437848 0.289123 -0.156282 0.184537 0.212611 -0.166786 -0.103179 -0.706215 -0.0496504 -0.442938 0.0870059 0.262568 0.0592025 -0.525997 2.26346 internal_count=600000 593770 557662 534381 304657 275755 182962 140617 229724 224770 95542 87912 7630 23281 129228 28902 66702 92793 71549 70874 92604 74918 3852 71066 65943 33663 66807 23421 36108 276 shrinkage=0.1 Tree=71 num_leaves=31 num_cat=0 split_feature=2027 105 255 106 581 232 101 1724 578 589 198 58 256 356 119 2110 834 192 793 531 440 114 558 616 353 240 734 734 332 117 split_gain=159.227 158.177 210.212 200.966 180.797 158.212 156.109 143.486 137.299 137.152 124.379 126.037 121.025 111.449 111.156 110.201 111.859 103.536 101.904 102.998 122.055 123.519 110.858 120.894 109.343 100.667 104.263 92.6424 92.4139 89.2289 threshold=-1.0000000180025095e-35 0.0035709212534129624 0.016186262480914596 0.00060103266150690626 0.0063077688682824382 0.0038795064901933078 0.0055557345040142545 -1.0000000180025095e-35 0.0075872906018048534 0.011362925171852114 0.00023440363293047997 0.0044233896769583234 0.15869140625000003 6.4736846979940324e-05 0.001299259369261563 1.0000000180025095e-35 -82281.999999999985 0.0033380065578967337 163530.00000000003 0.011828323360532524 0.00019866626826114955 0.0076540198642760524 0.0012310228776186707 9457118.5000000019 3.522811675793492e-05 0.0039388104341924199 -252159.99999999997 -15343.999999999998 0.00067327520810067664 0.014478593133389952 decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 13 -4 -7 -2 10 14 15 -10 -6 -5 18 -17 -15 19 22 -21 24 -12 25 -22 26 -24 -8 29 -9 right_child=1 3 4 9 5 7 27 28 12 -11 11 -13 -14 17 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.079346638104672171 0.079270534670937073 -0.071918263322928472 -0.042345391434167781 -0.052824089469900089 0.03175663903597481 -0.035849579408855747 -0.0075800124391892402 0.0411196805513145 0.041818176131243813 0.043066316346679623 -0.045105521486703853 0.050023925899952443 -0.047477905896196985 -0.014813693244412146 0.087205313962558234 -0.01699453626880848 0.079495768029091182 -0.098177037471665798 -0.15212528278509055 -0.074878929392595273 0.022905933039906463 -0.073380511345419022 -0.028316888823761134 -0.073943703572433184 -0.028224109021543164 -0.017000614557470244 0.022511193925529919 0.083734517368498254 -0.061330714132933707 -0.054877308951210756 leaf_count=8043 32193 59970 29632 8540 18569 5711 6290 82912 20709 30402 33297 18283 4849 11147 10278 4121 4900 4022 360 17951 11097 17926 12168 5166 29522 31765 72314 4641 1805 1417 internal_value=0 0.010643 0.124104 -0.0693448 0.0385879 0.153921 -0.233472 0.264723 0.465203 -0.039092 -0.068983 -0.0910032 0.174993 -0.198942 0.546086 -0.115047 0.348723 -0.422079 -0.142939 -0.133739 -0.296937 -0.19325 -0.0546791 -0.00267193 -0.085411 0.031844 0.141665 0.245532 0.339485 0.374759 internal_count=600000 591957 223897 368060 166146 125583 40563 91845 57751 308090 277688 258870 25558 33738 18818 240587 9021 15169 231566 231206 76496 58545 154710 121413 40619 116247 84482 10931 86134 84329 shrinkage=0.1 Tree=72 num_leaves=31 num_cat=0 split_feature=691 689 1479 2204 930 893 994 619 52 537 531 626 198 1775 784 747 679 1366 632 554 1 2217 757 834 253 626 725 142 1355 58 split_gain=166.673 214.913 207.969 195.357 183.259 177.286 168.5 149.612 184.48 183.106 189.353 186.765 175.997 148.765 139.74 137.707 135.705 140.611 130.577 126.944 125.906 166.496 118.099 149.1 121.881 120.619 116.904 125.308 114.718 107.514 threshold=1.5000000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.0029871414881199603 0.010627322364598514 0.014471662230789663 1307629888.0000002 0.0038917752681300048 1.0000000180025095e-35 1.0000000180025095e-35 6.0100195407867441 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.0054099713452160367 0.006630183896049858 -1.0000000180025095e-35 3.9241256713867192 -174741.49999999997 0.00051867144065909098 1164614144.0000002 -94463.999999999985 0.0010242263670079412 -1.0000000180025095e-35 0.002325199195183814 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 6 15 16 9 12 10 11 13 20 22 -6 -4 -5 -18 -13 -20 -9 -22 23 -8 -25 -26 -24 29 -11 -28 right_child=1 -3 5 4 14 -7 7 8 -10 28 -12 18 -14 -15 -16 -17 17 -19 19 -21 21 -23 26 24 25 -27 27 -29 -30 -31 leaf_value=-0.095624183420334796 0.076360671328548624 -0.0028923293542296035 0.054575088033951745 0.074387172643455388 0.071986196622178839 -0.095041455939920624 -0.098332795335334913 0.032044583413253107 -0.076786553343329608 -0.1065848864799471 -0.044404304014178497 -0.073549689561469081 0.061630419822006829 0.012452174646772382 -0.206841404971985 -0.096272333673733917 -0.029199543462328646 0.076647923106530957 -0.011653750313470431 0.025369050584270584 0.05064314806416121 -0.068819403087871614 0.067022829876109788 -0.089431035209737025 -0.017585579576383955 0.057532340061283944 -0.051988284211217352 -0.10058726499684989 0.035412057626669609 0.083239317643871033 leaf_count=6686 49625 43275 33606 8720 23499 20441 3932 6278 28717 1093 43300 12509 4904 11342 123 1415 7390 2103 56297 88668 3868 29830 2076 15218 12205 29449 12083 8585 28971 3792 internal_value=0 0.195 0.470465 -0.049453 -0.034046 0.0163513 -0.0550378 -0.0880599 -0.33745 -0.0391031 -0.0926708 -0.0316154 -0.124296 -0.22052 0.60089 0.31557 0.328349 0.0189212 0.0998623 0.135117 -0.301006 -0.487606 -0.360237 -0.147616 0.00190491 0.136269 -0.613114 -0.703911 0.294605 -0.261019 internal_count=600000 148362 105087 451638 444952 55462 421330 403117 73597 329520 299456 256156 44880 98682 23622 35021 18213 9493 157474 144965 39976 33698 87340 60804 56872 41654 26536 24460 30064 15875 shrinkage=0.1 Tree=73 num_leaves=31 num_cat=0 split_feature=1065 1860 951 255 95 128 43 104 512 139 106 604 580 253 617 274 530 515 809 691 685 1734 385 514 108 2110 602 626 637 996 split_gain=148.48 141.043 139.11 136.112 140.023 162.2 140.342 145.397 128.337 121.125 150.342 131.552 126.679 119.786 125.77 104.296 101.567 99.6069 129.23 93.1907 92.5234 91.9471 91.5406 90.9773 90.1315 102.877 99.9124 87.3638 94.2022 86.5637 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12848912179470065 0.0033795884810388093 0.0037191092269495134 0.00099102186504751466 0.0041486886329948911 1038.5000000000002 0.024578887037932876 0.0013951061991974714 0.0068069444969296464 0.037288060411810882 0.0010776722920127215 1193984.0000000002 3.3144146073027521e-05 0.022282680496573452 0.015037872828543188 3718.5000000000005 1.5000000000000002 3167744.0000000005 1.5000000000000002 0.0095584099180996435 273140.50000000006 0.0057857106439769277 1.0000000180025095e-35 0.012753387913107874 1256662400.0000002 -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 -1 8 4 5 9 -6 17 -3 10 -4 -11 -13 22 19 16 -12 23 -19 24 21 29 -7 27 25 26 -15 -8 -29 -10 right_child=-2 2 3 -5 6 13 7 -9 20 11 15 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.10227684532644114 -0.11326849862038134 0.08788521750650162 -0.0031448871801908391 -0.046100596516104285 -0.054634701451753899 -0.059970516813405782 -0.031728832008724984 0.015886340603895221 -0.010338320528453354 -0.058968695017418596 0.054829079589035545 0.046355614016382142 -0.041470740557705665 -0.0031428849909326388 -0.035430046956965174 -0.010540389078310296 -0.085118568643561085 -0.049988166671005856 0.064294207449706126 0.047192324000064505 -0.092448495201970488 0.08020162174737766 0.067302149812241432 -0.070573391889833595 0.049982672998160185 0.072251466933151903 -0.070260095036927192 -0.047788725007040109 0.025671679316505266 0.06296770022411749 leaf_count=5443 2066 10434 56371 14605 46130 30098 11204 51744 8572 8743 95993 8771 5382 34423 12962 7848 2304 33860 3628 41247 914 2824 3896 9141 21637 2502 3489 24804 31527 7438 internal_value=0 0.00680727 0.0148158 -0.0130048 0.00658511 0.0871475 -0.110384 -0.0572657 0.309405 0.219343 0.310565 -0.0746191 0.164141 -0.0522982 0.0153083 0.438083 0.514508 -0.181799 -0.403095 0.107758 0.155532 0.229827 -0.466075 -0.0504677 0.0208418 -0.0583244 -0.122916 0.0140842 0.148736 0.0808795 internal_count=600000 597934 592491 562309 547704 335666 212038 165908 30182 185412 162516 22896 14153 150254 116260 106145 98297 114164 37488 103298 19748 18834 33994 76676 62051 40414 37912 67535 56331 16010 shrinkage=0.1 Tree=74 num_leaves=31 num_cat=0 split_feature=2129 921 1024 618 626 626 748 1029 1505 835 548 1985 1591 678 686 757 615 807 2117 1355 619 111 335 528 584 836 786 367 1279 685 split_gain=144.144 135.604 134.463 136.399 217.935 221.535 170.941 151.928 153.637 151.539 145.346 141.664 141.452 136.519 208.928 143.384 134.429 138.895 128.382 181.138 149.376 126.888 132.447 130.02 126.36 124.52 123.688 117.854 114.167 113.174 threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1270255936.0000002 856947520.00000012 -6.8325331211090079 1.0000000180025095e-35 -1.0000000180025095e-35 120.50000000000001 0.011683216318488123 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1472.0000000000002 4.7435355186462411 4.5000000000000009 194041.00000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 9.5000000000000018 0.010932046454399826 6.8159595684846877e-05 0.0095787281170487421 0.017798962071537975 702.00000000000011 4.625615358352662 1.0000000180025095e-35 -1.0000000180025095e-35 263936.00000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 11 -5 8 27 13 28 -1 18 15 26 -8 -17 -18 -10 -20 21 22 23 -21 -12 -23 -15 -6 -7 -4 right_child=-2 -3 29 6 7 10 9 -9 12 -11 24 -13 -14 14 -16 16 17 -19 19 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030350178581433455 -0.073761114555680185 0.1152228030967488 0.098697068056757459 0.11006705853515274 0.048070411557893857 0.091086206656909516 -0.050496062138616134 -0.098463927892332284 0.064005931829198032 0.056371204354847999 -0.11044189501263091 -0.03769529171527243 -0.13500006187161495 -0.059213354649770289 0.10896007575378899 -0.037246071866549831 0.033035424740884431 -0.059509980281337999 -0.08446782192731396 0.054817243458296437 -0.062448411906261853 0.05285926865673108 0.0064142315263506977 0.0026778113209549484 -0.0016386103465770778 -0.046962908880522965 0.041641817072434251 -0.052003452209826516 -0.062874814188086325 0.0057100642543597554 leaf_count=46620 11048 14407 10213 1668 2279 2108 107259 2479 26927 3666 4680 4925 1297 6412 2915 29536 16099 4188 3893 102857 5150 18293 28779 12975 49011 33393 4362 8079 30680 3802 internal_value=0 0.010712 0.00362559 -0.0125723 0.0476584 -0.123149 -0.152921 0.160668 0.18019 -0.181065 -0.302058 0.152292 0.229942 -0.224001 0.188274 -0.297906 -0.115644 0.143397 0.244786 0.190432 0.223744 0.258346 0.318497 0.439834 -0.0983341 -0.173049 -0.152061 -0.282035 -0.56384 0.501897 internal_count=600000 588952 574545 560530 384425 138024 176105 246401 243922 174437 86479 51545 233564 170771 13689 157082 49823 20287 232267 205340 201447 196297 144611 115832 53691 51686 10774 10358 32788 14015 shrinkage=0.1 Tree=75 num_leaves=31 num_cat=0 split_feature=2157 1366 1399 619 620 514 174 447 529 1608 757 655 1262 1693 736 1806 211 1369 1676 232 548 1160 685 107 514 596 169 1090 550 1560 split_gain=134.688 128.613 159.039 145.107 120.067 127.738 208.586 176.978 138.873 152.744 201.087 134.707 163.962 217.833 161.397 155.638 133.091 120.757 120.394 139.191 169.563 148.495 118.606 117.279 123.591 130.269 116.482 113.824 109.632 108.905 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1715.5000000000002 0.00023236412380356344 0.021863664500415329 0.0034070737892761831 1.0000000180025095e-35 3.1374716758728032 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 3628.0000000000005 -1.0000000180025095e-35 0.00074775636312551807 -1.4999999999999998 -1.0000000180025095e-35 0.0042653095442801723 0.019498203881084922 1.0000000180025095e-35 5136.0000000000009 0.00086882273899391304 16943.500000000004 0.004785290453583003 0.0008181736629921944 -1.0000000180025095e-35 0.010125790722668173 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 22 6 -6 8 -7 11 -11 12 13 -10 -15 -16 -17 -13 -18 21 -21 -20 -2 -5 -25 26 -26 -19 -12 -29 right_child=1 2 -4 23 5 7 -8 -9 9 10 28 17 -14 14 15 16 18 27 19 20 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.093284143233596503 -0.099591808530656065 0.051603457931086727 -0.036482948803469292 -0.065457894381003259 -0.040040181605651558 0.036799521374109842 0.071267773626874795 -0.054979109012281924 -0.096341885618225237 0.0085153893274391938 -0.0760810084645865 0.58050562319798882 0.075338331557054217 0.041027152167769594 0.078521941396265033 0.038512356381336127 -0.074696973504162767 0.10281606808018005 -0.028944613472869297 0.034156030985732874 -0.058091456890239465 0.099199080949753063 0.0043812393905477897 0.026529018217338433 -0.052419000322412618 -0.10477691566686315 0.048851391476445301 0.070737747552233027 -0.022545676623054057 -0.045029968400542734 leaf_count=5405 55825 20447 18977 32487 12287 53422 70718 7473 4662 38663 10010 39 30997 38688 5310 13481 3173 1184 27002 24553 3570 1009 15034 14807 11343 3347 3300 1781 15578 55428 internal_value=0 0.007912 0.323345 -0.0166161 0.018224 0.0353165 0.410157 0.00954225 0.0351189 -0.000146424 -0.190128 0.0750156 0.128999 0.0890566 0.122552 0.028881 -0.0166681 -0.250554 -0.0944046 -0.0427306 0.189667 -0.223767 -0.495972 -0.286651 -0.105804 -0.387634 -0.0938206 -0.268847 -0.431027 -0.349594 internal_count=600000 594595 39424 555171 489887 419028 83005 336023 328550 275128 64251 210877 152445 121448 116786 78098 72788 58432 59307 56134 28123 28011 70859 65284 32797 17990 14643 58393 25588 57209 shrinkage=0.1 Tree=76 num_leaves=31 num_cat=0 split_feature=691 689 1479 2204 930 1162 994 893 1225 1466 2071 626 613 2184 655 466 370 455 1327 784 256 747 1872 237 618 1316 2080 1298 590 9 split_gain=131.092 190.672 161.79 156.857 149.46 139.75 141.769 134.162 127.433 151.695 217.893 154.806 174.36 154.986 152.187 153.572 129.232 121.946 117.856 115.555 115.319 113.004 107.089 106.35 105.968 148.088 104.464 122.189 104.043 122.656 threshold=1.5000000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1330135680.0000002 18.500000000000004 -2.4999999999999996 -1.0000000180025095e-35 0.00028800772270187741 0.00021013993682572621 0.0045757279731333264 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.0100195407867441 1.0000000180025095e-35 0.00083359613199718307 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0026455640327185397 0.0016840766766108575 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 5 6 26 21 9 10 11 13 14 -8 15 -13 -17 28 -14 -6 -16 -4 24 -22 25 -18 27 -5 -15 -30 right_child=1 -3 7 4 19 -7 8 -9 -10 -11 -12 12 18 17 20 16 22 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.09091980717856718 0.07174977243688592 -0.0034266892099200819 0.051013724314467677 0.060834322967317965 0.067640306740699999 -0.092703986327619642 0.11856706471584437 -0.085097873730976492 -0.080021202770424571 0.045379568212490048 -0.097354689877436756 0.051780079664730791 -0.073679835300472715 -0.058193857132396394 -0.057448950538003321 0.04011761566758993 -0.018573285407622427 -0.076243627757437718 0.017349172011562768 -0.19908770633290795 -0.045867317657693848 -0.092336871355258227 0.083493268188487915 0.072374072877310958 -0.035650493893398173 0.045703770500084069 0.096658372251076582 -0.019599639895335322 0.023442881113992769 -0.021148545920197607 leaf_count=6686 49625 43275 33606 7162 23499 10850 2119 20441 5400 12858 10407 26618 26563 35123 64195 30764 18277 10175 2919 123 10352 1415 10821 4127 18040 11458 3013 6821 41939 51329 internal_value=0 0.176886 0.448793 -0.0453203 -0.0316047 -0.0508222 -0.0381892 0.0340211 -0.0691974 -0.0540082 -0.0805778 -0.0577395 0.0480016 -0.19827 0.107943 0.180819 0.0788631 -0.223306 -0.441314 0.5652 -0.286374 0.299646 -0.0379785 0.19813 -0.0866884 0.077951 0.329169 0.159995 -0.171824 -0.108568 internal_count=600000 148362 105087 451638 444952 421330 410480 55462 393484 388084 375226 364819 224134 140685 194652 115978 89360 138566 29482 23622 78674 35021 58596 14479 47775 29735 16996 13983 128391 93268 shrinkage=0.1 Tree=77 num_leaves=31 num_cat=0 split_feature=1901 679 681 491 778 1160 685 775 765 785 1262 691 626 827 2071 707 111 1721 683 685 574 620 784 621 0 1449 1342 617 2210 626 split_gain=127.273 118.925 168.709 139.004 131.579 119.677 117.308 150.39 165.449 171.452 176.885 161.093 198.555 165.749 140.936 154.065 158.781 158.483 142.78 141.671 139.822 147.338 129.905 128.565 125.931 127.393 147.441 125.413 124.451 132.432 threshold=-1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.011218376923352482 -6.6061670780181876 1.0000000180025095e-35 377088.00000000006 -5.2740585803985587 -3.7767587900161739 -4.8036780357360831 1.0000000180025095e-35 1.5000000000000002 1198223680.0000002 37243.500000000007 1.0000000180025095e-35 3088.0000000000005 0.0033766608685255055 -1.0000000180025095e-35 4.5000000000000009 17424.000000000004 0.0032345874933525924 95.500000000000014 -6.2489411830902091 1.0000000180025095e-35 0.0096547645516693609 -1.0000000180025095e-35 1.5000000000000002 337920.00000000006 -1.0000000180025095e-35 1482938368.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 5 -3 6 7 -4 -9 -10 11 12 27 23 15 16 -14 20 28 -19 -17 -22 -12 -13 -8 -26 -27 -11 -18 -30 right_child=1 2 3 -5 -6 -7 24 8 9 10 22 13 14 -15 -16 17 18 19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.1010984565523621 0.083426410966942879 0.034154685704563807 0.042820259012708514 0.047770502645385578 -0.079538775541341117 0.052864240193428932 0.065435132588568382 0.083974792449154304 -0.054119469492708676 -0.063897651090379079 -0.057464979467389571 0.085484252071568345 0.067266896735533696 -0.026730374884468531 -0.10678405913465547 0.054692140963860533 -0.044010371779521017 -0.092359744154348472 -0.046057556730663217 -0.015228862447227206 0.095732437483657021 -0.068980074374514352 0.088066649585356385 0.013364523224594362 0.033815854259925199 -0.032740765714292887 0.070813147021089179 0.010460829697342591 0.010289105741966955 0.083647455773810636 leaf_count=6110 11208 1628 31020 21237 11191 7007 10737 6687 21620 42469 1725 68216 38141 7610 5433 11247 43025 8369 26922 51403 916 8143 29159 28538 7190 60243 2417 5362 17175 7852 internal_value=0 0.00694037 -0.00192831 0.0178478 -0.533901 -0.00170232 -0.0169175 0.0357151 8.98112e-05 -0.0198931 0.014255 -0.0172743 -0.0767755 0.297457 -0.00311877 0.0187949 0.223849 -0.10815 0.0675243 -0.225396 0.261618 -0.295256 0.634902 0.512038 -0.171508 -0.213148 -0.279433 -0.449389 0.228603 0.373302 internal_count=600000 593890 582682 569863 12819 548626 541619 461032 430012 423325 401705 370821 266457 104364 218626 213193 133115 80078 94974 59772 20306 9059 30884 96754 80587 69850 62660 47831 68052 25027 shrinkage=0.1 Tree=78 num_leaves=31 num_cat=0 split_feature=448 46 691 255 615 834 253 58 734 578 1366 512 757 604 660 393 106 2038 626 514 2110 1342 1733 522 530 1669 2047 626 1369 1011 split_gain=122.134 142.373 186.707 146.529 133.679 128.343 133.772 120.145 118.261 116.398 113.453 109.444 101.337 113.609 97.6818 94.8356 93.8922 134.026 109.645 87.823 87.7141 85.9686 83.5513 82.842 82.5462 81.7386 84.2273 81.091 80.0453 82.9397 threshold=0.013777181506156923 0.0030867172172293071 1.5000000000000002 0.016186262480914596 3.5000000000000004 -220873.49999999997 0.0012272269232198598 0.0044233896769583234 -351999.99999999994 0.0084669287316501158 1.0000000180025095e-35 137.50000000000003 5.2621047496795663 0.0047300022561103114 1.0000000180025095e-35 0.00012209514534333724 0.0025982032530009751 -1.0000000180025095e-35 1425194944.0000002 88999.000000000015 1.0000000180025095e-35 1.5000000000000002 -1.0000000180025095e-35 0.00039808431756682699 0.014074843842536213 1.0000000180025095e-35 1.5000000000000002 1208111680.0000002 -1.4999999999999998 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 12 10 28 14 -6 -1 21 -8 13 -5 20 -15 -13 -18 -19 -11 24 -2 -10 27 25 26 -3 -17 -7 -30 right_child=5 7 -4 4 8 6 11 -9 22 19 -12 16 -14 15 -16 23 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.073694483133395619 -0.051436746187542945 -0.00092079125570354462 0.060388799890436731 -0.071229304884630459 -0.016489512911993999 0.39293634481965239 0.075468026618914566 0.056902765574146544 -0.031698326128908272 0.026621432708828177 0.021342907591550619 -0.031850056032712681 -0.050370204515033559 0.038837228857297047 -0.075850737017382944 -0.074515628880540585 -0.026839022772103146 0.054143177834374834 -0.014255426170123526 -0.080887418947462666 0.069299056708600565 0.05765824851555372 0.050698122490866394 -0.028386824650976437 -0.08050951446914989 -0.063751796175117711 -0.083113523958181237 0.069364544345629969 0.060802279917642706 -0.044857037877088148 leaf_count=30176 42280 147625 38411 8295 8140 75 43014 18926 2557 21341 5437 19258 12363 12865 26181 1492 6411 36811 6645 3929 2523 1678 23817 16295 4854 3937 2749 5059 1436 45420 internal_value=0 0.0592004 0.162989 0.0922437 0.00408348 -0.127385 -0.0128212 -0.0661794 0.221058 0.414465 -0.344326 0.109851 -0.148038 -0.0283654 -0.104351 0.0648808 0.0405341 0.158819 0.347468 0.0887316 -0.0724042 -0.458307 0.404625 -0.122121 -0.0981194 -0.0710393 -0.0362916 0.39344 -0.33551 -0.355674 internal_count=600000 391535 184740 146329 90883 208465 159070 206795 34514 55446 49395 112139 56369 44006 187869 35711 69125 49867 43456 25270 161688 43958 26374 22846 159165 154311 150374 6551 46931 46856 shrinkage=0.1 Tree=79 num_leaves=31 num_cat=0 split_feature=1065 43 1143 105 119 315 567 466 577 130 171 10 692 515 548 2199 1271 2006 583 620 43 696 416 255 1872 825 1921 116 836 495 split_gain=115.223 113.581 108.289 109.939 134.997 129.427 137.631 112.894 112.544 110.706 126.409 133.394 114.595 106.571 133.429 105.842 109.983 112.17 101.154 99.8309 97.1386 109.088 96.201 95.7048 95.0378 87.4859 86.9537 103.335 84.5575 88.7543 threshold=1.0000000180025095e-35 0.0048907231539487847 1.0000000180025095e-35 0.0038545071147382264 0.000952751492150128 1.3923712685937064e-05 0.0080058998428285139 0.010864736046642067 0.012824491597712042 0.0018660287023521962 0.00052179108024574827 0.0056440962944179782 1.0000000180025095e-35 0.015882733277976516 0.010620800312608482 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.017204793170094494 236.50000000000003 0.0014239617739804091 3584.0000000000005 0.11310969665646554 0.016186262480914596 1.0000000180025095e-35 -119413.99999999999 1.0000000180025095e-35 0.013564507011324169 256532.00000000003 0.05139258690178395 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 23 18 9 10 11 -6 -12 14 -11 16 17 -7 -8 28 21 22 -18 -1 -9 -16 27 -20 -14 -30 right_child=-2 -3 -4 4 8 15 7 24 -10 13 12 -13 19 -15 25 -17 20 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.083113319734117258 -0.10641412863755872 0.049200792998018841 -0.1213471036430286 -0.063941275803763437 -0.034079926212667561 -0.041672421122638172 -0.0010454995042728135 -0.038377867175526284 0.097727286919675499 -0.033523951329468102 -0.052886724946969436 0.028674077715720326 0.036107093728651472 -0.039828955149205418 0.075383080574638328 0.072529022375771718 -0.0638711943600868 0.08294830116263685 0.036903635893029856 -0.013945293017381748 -0.005834767037107811 0.23783573918087045 0.081214296029351637 0.026752143012977465 0.085294473533271381 0.0045931156593748933 0.10102350613335788 -0.050288902644362483 0.11389232340341292 0.5294923445074049 leaf_count=23759 2066 17819 5073 49662 57489 1439 46371 20014 6117 20861 9770 34780 56536 41939 5792 3025 20190 6379 35423 7220 26050 57 14384 50736 7701 21407 2615 2779 2497 50 internal_value=0 0.00623857 -0.00853134 -0.00268172 -0.0892239 0.080406 0.166307 0.066666 -0.0564603 -0.0718637 0.0484878 -0.157567 0.216842 -0.203946 -0.038791 -0.112753 -0.165352 0.383507 0.151705 0.293469 -0.254045 -0.509249 -0.554001 0.422136 -0.274979 0.211964 0.352195 0.257215 0.420271 1.43573 internal_count=600000 597934 580115 575042 314120 260922 189398 114903 264458 258341 168342 92269 76073 89999 48060 71524 68499 7818 87188 66303 60681 34631 34574 74495 27715 27199 40817 38202 59083 2547 shrinkage=0.1 Tree=80 num_leaves=31 num_cat=0 split_feature=921 1860 2347 2110 834 128 3 1361 691 114 1856 447 692 488 196 315 118 1608 735 140 66 1566 1889 431 1572 252 1160 133 504 138 split_gain=112.612 120.975 116.439 118.639 143.142 110.75 114.899 113.797 105.901 111.883 122.069 119.08 118.945 108.617 104.401 122.308 103.534 103.721 105.091 100.968 93.3448 91.5 90.3123 86.3959 84.3054 82.8424 81.1092 90.1867 106.94 87.2407 threshold=1.5000000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -589804.99999999988 0.0043780063278973111 0.012771276757121088 1.0000000180025095e-35 1.5000000000000002 0.0076540198642760524 -1.0000000180025095e-35 0.024084219709038738 4.5000000000000009 0.00077124693780206155 0.003544662613421679 8.7901364167919396e-05 0.0012409967021085324 1.0000000180025095e-35 -1543.9999999999998 0.0013645231956616046 0.0074972363654524097 1.0000000180025095e-35 1.0000000180025095e-35 0.0060026394203305253 1.0000000180025095e-35 0.0066326530650258073 1.0000000180025095e-35 0.0058482233434915551 0.0028128630947321658 0.0044152187183499345 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 7 26 8 9 10 12 14 22 -10 15 -12 -16 25 24 -17 -11 -9 -3 -13 -19 -18 27 29 -29 -7 right_child=-2 2 -4 4 -6 6 -8 21 13 20 11 23 -14 -15 16 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.1033733970672019 0.11172424321278253 -0.062974022867576251 -0.075174522270747279 -0.044799121638611016 0.051814297822085235 -0.035307629948835864 0.054358806184750377 0.016626562945937701 -0.0029727548882902168 -0.031858998151537678 0.034724264148976225 0.072828419868806199 0.10174227297826459 0.053534660651830872 -0.064368677117934231 -0.066293387394808084 0.010584292563138342 0.032595046165486717 -0.056361927371142762 0.037119240835127534 0.072302856825889467 -0.090745453701769008 0.0083894041391094562 -0.067410423220590363 -0.80378071827546649 0.07331701805784073 0.057304959313114551 -0.020845007598649174 0.040976664265941543 0.040483508884067307 leaf_count=5586 14432 7930 8997 3744 16093 77500 27431 2874 17460 102114 104404 1360 908 48407 8175 6373 47009 6334 7297 17095 6082 5940 3884 3890 27 5286 1694 21853 13954 5867 internal_value=0 -0.00691519 0.000596488 0.0105365 0.340068 -0.0128914 -0.146006 0.045098 0.065249 0.0215062 0.0725091 0.12259 -0.280795 0.316139 0.156615 0.274906 0.00197056 0.0667993 -0.270122 -0.247978 -0.245463 -0.519978 -0.387765 -0.456618 0.281055 0.203754 -0.184277 -0.210243 0.0183404 -0.309177 internal_count=600000 585568 579982 570985 19837 551148 148299 402849 394035 328168 219972 207250 12722 65867 202000 127872 74128 65953 13658 23468 108196 8814 11814 5250 6361 52295 120868 119174 35807 83367 shrinkage=0.1 Tree=81 num_leaves=31 num_cat=0 split_feature=1901 1713 265 2068 797 367 1201 620 527 239 111 626 457 94 640 1174 775 786 1762 422 119 97 498 590 386 735 68 808 374 543 split_gain=105.035 99.7155 102.071 115.411 122.899 120.948 115.071 109.859 127.205 131.032 123.917 114.529 112.473 115.45 97.2392 94.6311 97.4587 109.088 95.8761 91.8167 91.6762 137.415 87.8905 97.0151 85.6753 79.641 78.4897 78.0778 75.7672 80.7649 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.0023442885139957075 1.0000000180025095e-35 -178175.99999999997 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.002332458621822298 0.00056516451877541851 0.0085725956596434134 1250672000.0000002 0.0021420846460387115 0.0035116217331960802 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10485627874732016 4.2108604907989511 -1.0000000180025095e-35 0.0024526329943910245 0.0016784769832156601 0.0036757549969479446 0.070195149630308165 0.0032390272244811062 0.045882515609264381 -2083.9999999999995 0.0030542000895366077 -2159.9999999999995 3.7407315858217775e-06 0.0056339493021368989 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 -5 7 14 9 11 12 -9 13 22 -6 18 17 -17 -15 -11 21 -13 23 -10 -12 -22 -21 -20 29 -8 right_child=1 2 -4 5 6 -7 28 8 10 19 24 20 -14 15 -16 16 -18 -19 27 26 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.097120153570934453 -0.098420006535554508 0.098857665645173579 0.099476695538881291 0.036733750719919391 0.04775260320241919 -0.06731483254855572 -0.10353346023182704 -0.043979251538149557 -0.012844937661651207 0.066189296897419717 -0.052119094957896343 0.043308046127173871 -0.028615115060364085 0.098627108154435095 -0.074467776419648246 -0.053329101474381913 0.034621095227327571 0.013079804100933344 0.051103623070758726 0.050214268668538072 -0.091558920237904268 -0.038002867031409988 -0.087719490380865295 0.025882317432090522 0.12830509750600191 0.06296634884148633 0.005587421928663551 -0.039557085840481579 -0.05535672213308835 0.043549031651548262 leaf_count=6110 4549 4640 4632 1972 9484 10987 560 15533 26912 53757 28696 10506 25888 755 62433 9319 20370 19883 1085 35279 2423 44037 1825 113070 930 21346 35150 17568 8872 1429 internal_value=0 0.00641878 0.0129134 0.00616201 0.0238393 -0.420753 0.0151643 0.0364474 0.0517129 0.197845 -0.0133709 -0.00764024 0.0178608 0.0607539 -0.486358 -0.082779 0.0705651 -0.127159 -0.274544 0.352571 0.142066 -0.0494803 0.167166 0.186554 -0.442145 0.506086 0.226314 -0.327725 -0.35633 0.130774 internal_count=600000 593890 589341 584709 571750 12959 567110 556249 484332 218031 266301 93845 236675 210787 71917 68980 49572 29202 19408 124186 78312 54543 141807 139982 29626 23769 70429 18653 10861 1989 shrinkage=0.1 Tree=82 num_leaves=31 num_cat=0 split_feature=1509 921 2347 515 836 578 615 2110 834 551 775 693 1656 1739 613 626 692 637 613 786 600 1546 836 19 604 683 784 677 19 534 split_gain=100.946 98.8016 99.552 103.843 156.01 152.617 125.127 119.088 105.845 101.185 98.4047 131.884 94.542 132.076 102.025 147.714 204.224 168.119 134.297 124.262 134.887 155.614 138.912 123.017 114.938 107.92 102.875 97.3127 96.5772 93.1761 threshold=-1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.042459944263100631 746.00000000000011 0.018352935090661052 3.5000000000000004 1.0000000180025095e-35 -21634.499999999996 0.0081431507132947462 -5.2740585803985587 103424.00000000001 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1482223616.0000002 1.0000000180025095e-35 -1.0000000180025095e-35 6.5000000000000009 7.6660923957824716 0.014103615656495096 1.0000000180025095e-35 3262.0000000000005 0.0010869654943235221 0.016253409907221798 5.5000000000000009 -6.5264194011688224 11.500000000000002 0.003787141060456634 0.0045279264450073251 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 9 10 -9 -5 11 -6 13 14 15 16 28 -17 19 20 27 29 -23 -16 25 -19 -20 -18 -12 -22 right_child=1 -3 -4 6 7 -7 -8 8 -10 -11 12 -13 -14 -15 23 17 18 24 26 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10521999710161649 0.054100717704787714 0.11031360190260872 -0.071010651242950348 -0.008164251171224126 0.034520933676869869 -0.017033753299754525 0.0065027096855408157 0.018008626262467672 0.10598187753212615 -0.06096876646895992 -0.10502283309400473 -0.16832963861534639 0.062971926256944116 -0.059211325891826476 0.053010106993292186 -0.04210940911719746 -0.031781463746873524 0.041463266447359405 -0.016752519711885672 0.04861010612537614 -0.027233032022829749 0.070060056699605994 -0.063639474880618857 -0.062684594386740969 0.10300946380056275 -0.044918745351147857 0.054158016435652712 0.091780127201017955 -0.014239218609062583 0.038606887595884404 leaf_count=4097 73913 14425 9288 27201 35472 31599 40185 11058 2676 30600 28545 189 16014 13368 2527 27676 61421 27869 4410 14159 6503 1474 6533 24232 3346 3934 8866 2586 9552 56282 internal_value=0 0.00569327 -0.000172518 0.00901274 0.0477969 0.3475 -0.168636 0.0057181 0.388157 -0.366913 -0.0229874 0.277011 -0.0554954 -0.0706509 -0.0422145 -0.0107339 -0.0802764 0.26138 -0.0270676 -0.0952219 -0.139961 0.0672331 -0.39394 -0.425921 0.416422 0.27176 0.3172 -0.286706 -0.69764 0.250684 internal_count=600000 595903 581478 572190 474204 105512 97986 368692 13734 57801 354958 35661 319297 303283 289915 263156 200331 62825 162234 148958 134799 70792 8007 26759 35149 31803 13276 64007 38097 62785 shrinkage=0.1 Tree=83 num_leaves=31 num_cat=0 split_feature=2157 685 951 615 524 515 685 394 698 626 1262 512 581 43 494 637 728 692 591 36 616 106 660 617 515 403 514 373 616 757 split_gain=98.7236 99.116 111.283 109.883 183.99 138.255 127.848 115.452 104.91 119.798 110.434 113.394 114.521 108.909 102.413 102.201 96.9537 91.7953 88.6991 87.5358 84.6809 81.3644 86.9207 79.2101 132.24 112.449 114.762 95.6555 96.5956 78.0198 threshold=-1.0000000180025095e-35 4781056.0000000009 -1.0000000180025095e-35 4.5000000000000009 0.003981049172580243 0.03394004330039025 280320.00000000006 4.71738512715092e-05 -1188.9999999999998 1482223616.0000002 1.0000000180025095e-35 140.50000000000003 0.010253965854644777 0.0016869271639734509 0.0029908858705312018 -1.0000000180025095e-35 -119807.99999999999 1.5000000000000002 0.031702794134616859 0.0013233050121925773 122574.50000000001 0.0041608884930610665 1.0000000180025095e-35 234672.00000000003 0.018116848543286327 7.1670128818368553e-05 25761.500000000004 0.00043018184078391647 11428944.500000002 4.6747515201568612 decision_type=2 2 2 2 2 2 2 2 2 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 20 5 6 7 14 -4 13 10 11 -10 -13 -9 -5 -11 -6 -14 -8 -17 -2 22 23 25 27 -18 -27 28 -25 -28 right_child=1 -3 3 4 16 -7 18 8 9 15 -12 12 17 -15 -16 19 21 -19 -20 -21 -22 -23 -24 24 -26 26 29 -29 -30 -31 leaf_value=-0.087412587978294126 0.10087238930351103 -0.069822246146614336 0.022837759699766397 0.0090490506090353997 -0.11627027939093987 -0.028844639241663493 0.022189483413642044 -0.059556857764395253 0.042243650848381324 -0.049147400763779478 0.058257915132953919 -0.0080924297598943713 -0.082141013481237868 -0.0038015970931608374 0.07918784607199543 0.097263405112303053 -0.074030148861769549 0.034624483862287524 -0.054721285383461979 0.020453380068322272 0.020521773390380773 0.031404438876977026 -0.090892461390488899 0.037856859742844993 -0.036048171614934926 -0.067305654427086511 0.077530742305191844 -0.058792288435316274 -0.07478636178934743 -0.039285670637436147 leaf_count=5405 4601 4369 103533 11829 648 85255 25699 38033 35452 24893 16286 30722 14921 21462 38497 5095 7283 2794 4738 8481 25028 14376 5584 28984 11390 3893 12512 4738 2037 1462 internal_value=0 0.00688703 0.0161788 -0.010184 0.0974966 -0.0848997 0.333156 -0.000660833 -0.0890493 0.0257303 -0.100215 -0.181247 -0.286522 -0.31117 0.588268 0.376333 -0.042054 -0.653147 0.092318 0.540582 0.298885 -0.017433 -0.0888218 -0.051358 0.0566018 -0.322549 0.0268658 0.220447 0.305618 0.417728 internal_count=600000 594595 590226 560597 173670 386927 80763 301672 198139 138644 100175 83889 48437 59495 50326 38469 92907 17715 30437 13576 29629 92259 77883 72299 47149 25150 17867 35759 31021 13974 shrinkage=0.1 Tree=84 num_leaves=31 num_cat=0 split_feature=1143 681 618 1316 748 623 197 1061 2085 232 775 836 692 784 447 685 1994 554 2149 1443 1460 834 578 1160 765 778 256 520 836 626 split_gain=96.2718 94.4444 101.407 158.238 154.926 137.925 138.337 134.651 132.748 174.73 152.288 151.649 135.875 137.845 122.86 122.065 116.739 115.495 110.38 111.831 108.271 104.552 101.558 96.8447 93.8746 122.9 94.2191 92.6713 91.1349 89.2188 threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -6.8325331211090079 1.0000000180025095e-35 0.0043826755136251458 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0041774692945182332 -1.2087993025779722 746.00000000000011 5.5000000000000009 -6.8134868144989005 0.0014778670738451185 19984.000000000004 1.0000000180025095e-35 0.0067899799905717382 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -4995.4999999999991 0.010284821502864363 1.0000000180025095e-35 -4.6207003593444815 -6.6504638195037833 0.052020430564880378 0.006091977935284377 2570.0000000000005 1482938368.0000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 3 7 -4 14 29 -3 12 11 22 -10 13 -9 28 -15 17 20 27 -20 -13 -19 -11 -23 -1 -26 -27 -5 -6 -7 right_child=-2 2 4 18 5 6 -8 8 9 10 -12 16 -14 15 -16 -17 -18 21 19 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.13157459876994831 -0.11809224906366098 0.092289991952444861 0.1115583599330513 0.016634713594493096 -0.013318730108889801 -0.028154306338255004 0.19545806524958118 0.10735385711833907 0.04737933364791827 0.040628925893438035 0.063631183529574212 0.07671741463758823 0.10131434311430287 -0.097979027713602534 -0.020732054399961425 -0.019367714313596497 0.10652208512155736 0.023919012891066019 -0.028697732228124856 0.056234292803031008 -0.053290174058304413 -0.035233739349434377 -0.030413164011157335 0.0940803998465541 0.11926919410412688 -0.058070122229071416 0.060059779455935373 -0.087602056071127726 0.036250895390819278 -0.090131389813383478 leaf_count=1521 5220 17415 1687 4880 31571 16141 396 2305 36826 19610 76824 2418 1315 4155 75495 35481 1591 48722 2558 39452 52558 22726 20630 660 409 12758 8354 1232 34142 20948 internal_value=0 0.00487633 0.0213843 0.0785114 -0.101899 -0.12981 -0.451537 0.01553 -0.00327207 0.0950518 0.35392 -0.0413968 -0.177878 -0.218832 -0.0336261 -0.258439 -0.132267 -0.16767 0.333862 0.463177 -0.441316 -0.00986373 0.0380778 -0.25734 -0.375957 -0.215913 -0.379512 -0.104616 0.172516 -0.507584 internal_count=600000 594780 571738 391358 180380 178693 37485 343236 325821 282565 117064 165501 43256 41941 141208 39636 128675 127084 48122 42010 54976 72108 40240 23386 23042 21521 21112 6112 65713 37089 shrinkage=0.1 Tree=85 num_leaves=31 num_cat=0 split_feature=790 760 1444 1144 15 312 2159 1290 233 1780 215 1817 2110 1807 2199 1797 1487 1872 1546 1310 685 1689 736 84 681 102 692 626 60 601 split_gain=93.9726 94.8076 102.042 104.064 113.216 102.917 101.335 93.8495 91.384 131.854 110.407 89.5382 92.1348 94.6932 93.586 124.976 96.3247 92.398 97.9899 140.137 124.103 119.716 116.317 151.958 109.403 134.383 119.686 183.392 137.998 126.539 threshold=-2.3671226501464839 -6.2586648464202872 -1.0000000180025095e-35 1.0000000180025095e-35 0.013893749099224808 0.00041601697739679372 -1.4999999999999998 1.5000000000000002 0.0030525906477123503 -1.0000000180025095e-35 0.00059716263785958301 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1467648.0000000002 -1.4999999999999998 3628.0000000000005 0.0028358652489259843 1.5000000000000002 0.0027050992939621214 1.5000000000000002 1164614144.0000002 0.0032032147282734518 0.0070379166863858708 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 5 11 7 -5 9 -8 -11 -4 13 -13 15 17 -16 18 20 -20 21 -15 -21 -24 25 -23 27 -26 -28 -29 right_child=1 2 3 6 -6 -7 8 -9 -10 10 -12 12 -14 14 16 -17 -18 -19 19 22 -22 24 23 -25 26 -27 28 29 -30 -31 leaf_value=-0.088333041505780474 0.1786933622373702 -0.080014329563621492 -0.077785717265116475 0.085899451844689473 -0.056713562856327809 -0.061670678055787742 0.087550052533122702 -0.055145286062019863 -0.013647227296122723 -0.050424957644589645 0.034153642998304104 -0.084158375087850693 0.043320379577827799 0.065505197167525495 0.094899993148343312 -0.084398166476450223 -0.038992989048148602 0.073286321366291762 -0.054313709866832684 0.056140341418052735 -0.041841939976477928 0.04404256376908039 -0.065080890146185566 0.0069444932966608568 -0.067159727496652444 -0.091572096054932467 0.049733916992270005 -0.013468965724499873 0.0026197303302020222 0.023204654889687523 leaf_count=10068 372 5255 4523 24339 13196 9603 10399 546 21625 10023 21344 3652 10142 8759 4338 6512 1921 15745 27669 4334 10436 9769 5119 15935 28666 6027 96004 101581 38064 74034 internal_value=0 0.00672857 0.0031286 0.011733 -0.0242397 -0.00737003 0.209775 0.666214 0.110902 0.311059 0.0820778 0.00671756 0.0164564 -0.00264393 0.00755464 -0.00722643 0.586589 0.00678151 -0.00535332 -0.179998 0.0490443 0.0828002 -0.0224649 -0.139069 0.0542794 -0.496992 0.0826835 -0.0211586 0.256147 0.0466778 internal_count=600000 589932 589560 584305 496029 482833 88276 24885 63391 41766 31367 473230 468707 458565 454913 448654 6259 442142 426397 53057 373340 362904 25388 21054 354145 15796 338349 204281 134068 175615 shrinkage=0.1 Tree=86 num_leaves=31 num_cat=0 split_feature=679 681 632 471 748 921 734 390 1347 1734 626 531 537 1695 619 486 778 27 1718 1359 2334 1608 1676 1473 765 1793 626 1212 795 1262 split_gain=90.575 103.854 91.5176 131.083 92.6908 91.3488 92.7286 137.787 131.024 117.785 111.771 110.211 104.99 103.998 96.9023 92.1648 90.8478 89.8492 89.6062 87.1364 87.1203 89.4071 121.997 109.792 111.703 97.0116 118.429 103.558 103.491 88.2615 threshold=1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.021428526379168037 -5.4179871082305899 1.5000000000000002 -252159.99999999997 0.00051430054008960735 -1.0000000180025095e-35 1.5000000000000002 1403180160.0000002 0.014673463068902494 0.012007304932922127 1.0000000180025095e-35 1.0000000180025095e-35 0.036911843344569213 -6.6061670780181876 0.0011155255488120022 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -3.7767587900161739 -1.0000000180025095e-35 1069974112.0000001 1.0000000180025095e-35 -12.499999999999998 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 16 3 4 -3 6 7 10 -8 18 -4 15 19 -11 -14 20 -2 -5 -9 -13 21 22 -10 24 -23 26 -26 28 -27 -24 right_child=1 2 5 17 -6 -7 8 9 11 13 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 23 29 -25 25 27 -28 -29 -30 -31 leaf_value=0.078758646242402072 0.030309225584286534 0.023121640161425625 -0.026734695545309817 -0.079648255578370158 -0.076409417635155338 0.1173227592001026 0.076277595090327735 -0.03353010384977307 -0.051763947441681966 0.05446872091799318 0.074053205183908483 -0.031581373349359898 0.044771721644350781 -0.066609160407650636 -0.052479811690055431 0.15251190628692479 -0.067813087140125267 0.11432719376257654 0.045700615686564618 0.11682758270294293 -0.11537456038088838 0.0795011533690234 0.017168514441340106 0.029569852103950394 -0.12751751991193566 0.083595534311908179 0.13087372773992595 0.0061366506751681068 -0.069557737220208513 0.07223802135736225 leaf_count=11208 1631 12308 3828 4687 40694 14323 10522 59318 3771 8244 13955 59190 36995 1841 5138 896 11416 1571 3230 518 2436 5386 210495 15281 201 675 763 8187 16551 34741 internal_value=0 -0.00821558 0.00804392 -0.350254 -0.552842 0.0262011 0.0202529 -0.122617 0.0689806 -0.204214 0.375863 0.0499667 -0.147746 0.284965 0.220327 0.107628 -0.446006 0.60338 -0.286928 -0.278424 0.0989408 0.10829 0.1719 -0.0820656 -0.239216 -0.321911 0.654685 -0.40405 -0.603509 0.203868 internal_count=600000 588792 575745 59260 53002 516485 502162 90416 411746 72633 17783 401224 101841 10085 42133 299383 13047 6258 62548 59708 298487 296051 249007 47044 31763 26377 964 25413 17226 245236 shrinkage=0.1 Tree=87 num_leaves=31 num_cat=0 split_feature=1738 43 457 421 105 106 786 467 677 367 194 98 31 523 615 383 78 684 441 1856 199 35 111 17 68 306 1827 257 530 1521 split_gain=89.3346 83.0237 85.5524 105.493 100.765 95.7781 92.9971 86.5572 90.034 83.9228 80.3275 85.5959 99.3672 98.2746 77.2373 74.3737 74.2007 72.1346 68.657 65.8619 85.4418 85.0239 72.9835 65.7048 61.684 61.3847 57.1474 60.1954 85.6604 67.6586 threshold=-1.0000000180025095e-35 0.0048907231539487847 0.0020770237315446143 0.0002680457837413997 0.0032930726883932952 0.00060103266150690626 4.2236745357513437 0.0094186482019722479 1.5000000000000002 0.0016381760942749681 0.0049364571459591397 0.001264364109374583 0.0038385966327041392 0.00013154403859516608 5.5000000000000009 0.0012874162639491262 0.0015854853554628792 1.5000000000000002 0.0020919819362461571 -1.0000000180025095e-35 0.003462398075498641 0.00077421791502274584 0.023614130914211277 0.0062695618253201255 0.011616573669016363 0.0033088912023231391 -1.0000000180025095e-35 1.0196424682362706e-06 0.019300558604300026 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 6 25 7 8 15 24 11 14 17 -14 16 -2 -7 19 -5 20 21 -13 26 -20 -8 -6 -21 28 29 -28 right_child=1 -3 3 18 5 10 9 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 23 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.063988821059206558 0.041584376474001358 0.04446844162262234 0.050423144293530869 -0.0093605869315441931 -0.06361248868028635 -0.010946958209652354 0.048852579849365384 -0.037920587095887907 -0.05909359698899426 -0.0069063116563877862 0.068472087925049038 -0.044030364433393719 0.097964495739112367 -0.027726533318202018 0.050924868309905641 -0.009753190071596838 -0.067412516021836746 -0.069621139033035975 -0.056887337022956966 -0.089537730985171315 -0.049088023411904914 0.040948009364015985 -0.063585878064681023 0.036515871423143331 -0.041888506193300167 0.27600988110701236 0.068290777985743928 0.048912408883142557 -0.10514678597200834 0.011931047518337087 leaf_count=10275 39563 17749 7431 45167 53516 10473 67893 16497 6094 11330 4789 4210 2649 30705 2243 12991 12834 12978 26531 1470 5614 5325 12717 3564 2077 260 5889 24981 3984 138201 internal_value=0 0.00920349 -0.00406665 -0.18985 0.028963 -0.032736 0.16693 0.00472756 0.130143 0.323671 -0.0112211 -0.0258901 0.0157148 -0.219382 -0.29287 0.22229 -0.38555 0.0791108 -0.262071 0.0968288 -0.144291 0.121342 0.150036 -0.475874 0.438542 -0.576987 0.172117 0.185204 0.136193 0.156918 internal_count=600000 589725 571976 82693 489283 332838 156445 75145 58648 81300 279062 274273 248723 33354 25550 52554 23307 215369 75262 202391 15149 9535 187242 30095 69970 53776 174525 173055 148074 144090 shrinkage=0.1 Tree=88 num_leaves=31 num_cat=0 split_feature=1424 1143 1024 682 678 612 2097 681 1994 1061 128 286 507 613 833 692 449 582 98 587 1559 603 215 591 734 586 1446 252 1917 827 split_gain=84.939 81.7913 83.2443 82.4285 85.9489 128.047 106.329 97.0519 97.6467 88.2253 93.3631 91.0866 86.4371 123.715 121.372 113.838 87.5633 76.9014 90.045 81.2308 76.5772 76.3987 88.5993 78.0355 76.6037 91.6526 88.6452 76.668 79.4077 85.1649 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 -1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.0039672176353633412 3.2358153475797742e-05 9.947963553713636e-05 1.0000000180025095e-35 1076.0000000000002 1.5000000000000002 0.00074470139225013565 0.021348811686038974 0.0010916564497165384 0.011953499168157579 1.5000000000000002 0.0094906538724899309 0.0038757437141612176 0.037490082904696471 -113407.99999999999 0.0087378788739442843 1.5000000000000002 0.0063915508799254903 -1.0000000180025095e-35 22218.000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 12 -2 8 9 -8 11 21 15 14 -14 -6 -15 19 -19 -12 -5 23 -23 24 25 -11 -27 28 -26 -30 right_child=1 -3 -4 20 5 -7 7 -9 -10 10 17 -13 13 16 -16 -17 -18 18 -20 -21 -22 22 -24 -25 27 26 -28 -29 29 -31 leaf_value=-0.07702434585432566 -0.059122663874059719 -0.11624609553865166 0.04375683331908499 -0.055714545332933615 -0.065841566336367438 -0.068820539050879148 0.063446380749638195 -0.098881782823881353 0.064687928669294764 0.018843070462100375 -0.031809494204162292 -0.045262354963422603 0.095219277974236058 -0.084371666527046349 -0.1290836978732379 0.086853232177886028 0.046224431893493602 -0.046734115796578386 0.020024014673700373 -0.00014204397570501628 0.18881867478288594 0.034427162516594147 -0.0228659968709354 -0.039564544000690087 -0.015630698803191918 -0.034174124370438222 0.079693039513051622 0.072544091799070509 0.032056831971101096 -0.12375355521640331 leaf_count=6230 8688 5077 15191 25137 8467 3381 21489 31083 5031 33843 62749 11145 13552 1262 428 1303 3860 6172 72435 27442 112 78611 6718 37073 21356 25857 1102 7935 56530 741 internal_value=0 0.00721257 0.0120976 -0.00162764 0.0111499 0.283998 -0.012285 0.002552 0.0106632 -0.00215743 -0.013967 0.0625006 0.407877 0.574111 0.840866 -0.143503 -0.0659523 -0.119942 0.0803971 -0.199433 -0.468777 0.0889229 0.251467 0.0150871 0.0584906 -0.0900536 -0.267984 0.188751 0.121025 0.2739 internal_count=600000 593770 588693 573502 548253 32253 516000 507312 476229 471198 449709 280911 28872 19102 13980 9770 5122 168798 78607 90191 25249 269766 85329 184437 147364 60802 26959 86562 78627 57271 shrinkage=0.1 Tree=89 num_leaves=31 num_cat=0 split_feature=33 58 524 835 79 251 89 613 623 807 75 660 1248 255 123 255 620 2214 110 616 515 127 809 1161 626 548 372 45 512 703 split_gain=82.2224 100.889 106.02 92.3819 85.3049 86.9864 79.0825 80.9732 88.2943 77.266 75.6518 74.8712 84.948 81.236 71.7641 78.8949 93.6404 78.8645 78.4813 68.6045 74.7597 87.9564 84.7703 72.9706 90.4468 79.2634 73.8502 72.5805 69.5178 68.2016 threshold=0.00069980288390070211 0.0044233896769583234 0.0021050187060609464 310.00000000000006 0.0013398461742326619 0.0029927266295999293 0.00026498748047742998 19.500000000000004 1.0000000180025095e-35 24.500000000000004 0.0022290432825684552 1.0000000180025095e-35 -1.0000000180025095e-35 0.12848912179470065 0.0095568941906094568 0.034927465021610267 1.0000000180025095e-35 1.0000000180025095e-35 0.016602710820734504 9457118.5000000019 0.020072028972208503 0.0029785245424136524 3720.5000000000005 1.0000000180025095e-35 1330135680.0000002 0.0095917298458516615 0.00035710686643142259 0.0012044801260344686 21760.500000000004 6400.0000000000009 decision_type=2 2 2 2 2 2 2 2 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 -2 14 9 -9 -6 13 -13 19 15 16 -8 -17 -18 20 23 27 -23 24 25 -4 28 -22 -26 -27 right_child=1 -3 11 -5 10 -7 7 8 -10 -11 -12 12 -14 -15 -16 17 18 -19 -20 -21 21 22 -24 -25 26 29 -28 -29 -30 -31 leaf_value=-0.013659291064505925 -0.071487385080703653 0.049677644115088349 -0.055865850366851377 0.18684513897499486 -0.056720188543680931 0.046232787526764629 -0.094471982907289351 -0.041303070543672701 -0.066210866653452258 0.093785134975191267 0.018076310360539156 0.044684808167233116 -0.068706820771280971 -0.070870756429083401 -0.068404569352621403 0.014640864721241077 0.048493877372686914 -0.068552289936527774 -0.05221597215047185 -0.055378200346455998 -0.040027343891898354 -0.051563424875644151 0.064673878475486696 0.069288809381520419 0.047494404065815163 0.0037474963488937987 -0.0081913515694641767 0.011467736609477593 -0.037947899825069076 -0.162688503484164 leaf_count=70104 21820 29970 6471 232 35529 20082 18868 4265 7634 3600 7801 2452 13188 5414 8443 71319 91873 2504 11797 6632 9469 12684 4149 4496 34599 38469 14596 39684 1698 158 internal_value=0 0.0378423 0.018586 -0.150517 -0.166253 -0.0522493 0.139783 0.161049 -0.264731 0.285064 -0.425592 -0.0612542 -0.467904 -0.0333798 0.205842 0.226835 0.390865 0.0986752 0.433457 -0.01392 0.00723011 -0.129185 -0.40991 0.102014 0.0658142 -0.0951373 0.240629 0.00299629 0.389217 0.00703705 internal_count=600000 466252 436282 133748 133516 90186 242123 220303 15499 7865 43330 194159 15640 178519 204804 196361 122538 73823 103670 173105 166473 65986 16833 100487 95991 45098 50893 49153 36297 38627 shrinkage=0.1 Tree=90 num_leaves=31 num_cat=0 split_feature=760 1908 1366 619 1505 35 685 197 589 53 2210 531 515 736 748 783 2101 882 413 393 1254 64 1043 681 2110 834 1443 688 173 2239 split_gain=80.0805 80.9986 84.3072 99.3187 94.1593 82.1465 95.7139 79.3569 76.7806 84.8627 78.7977 89.5147 84.4811 81.4974 123.373 92.0411 78.4939 107.253 77.3473 98.2222 97.6902 110.142 74.5992 71.0473 70.4306 67.2178 65.453 75.6253 64.9431 63.9998 threshold=-6.2586648464202872 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 -1.0000000180025095e-35 0.00070858641993254434 3600.0000000000005 0.0060328226536512384 0.00073587385122664284 0.0051869447343051442 -1.0000000180025095e-35 0.0021739655639976267 0.045175794512033469 3628.0000000000005 -4.6931133270263663 5.3943982124328622 -1.0000000180025095e-35 -1.4999999999999998 3.11185940518044e-05 0.00014362599904416132 -1.0000000180025095e-35 0.0081182895228266733 -1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 -23627.499999999996 -1.0000000180025095e-35 2.5000000000000004 0.0077663115225732335 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 29 -5 -7 -8 -2 10 -10 -12 13 14 22 26 -14 28 24 20 21 -20 -13 -19 25 -15 27 -16 -18 -4 right_child=1 -3 4 5 -6 6 7 -9 9 -11 11 12 16 18 15 -17 17 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.16263672827130107 -0.030779093094411649 -0.093503942070807269 0.65356564223800129 -0.071096827060460485 0.040127803385129279 0.16134690133526225 -0.021741891810680376 0.21383519236184881 -0.059816791336524733 0.051868870020635595 0.040855199375030071 0.028375634688131274 0.035105040017088453 -0.0027377863704649346 -0.59577847543349027 -0.13863468038419477 -0.047744181806939838 -0.096846061279752579 0.00921828299590189 -0.0080522649959540258 0.033262961974961598 -0.087609236267855994 -0.045648180937434481 0.052113126472087171 0.097833436375696095 -0.049130502650939448 0.048923077310583617 -0.031565518496797347 0.15092745354400486 -0.056241420204878656 leaf_count=412 99447 5855 47 29650 25509 1049 33787 221 37740 24715 44946 4005 4349 15217 21 519 21821 722 7702 66206 48661 1620 20738 18041 539 12232 58540 1401 108 14180 internal_value=0 -0.00388469 0.00225018 -0.0192275 0.280913 -0.264601 -0.138966 -0.186747 0.0117218 0.0324137 0.0164136 0.0285553 0.00580651 0.0453805 0.228334 0.396716 -0.212691 -0.305626 -0.00847028 0.0471041 0.198257 -0.113636 -0.161168 0.290342 -0.226246 -0.271245 0.43602 -0.52122 -0.445548 -0.495158 internal_count=600000 599588 593733 553997 39736 64707 35057 34008 489290 389843 365128 327388 282442 237401 85224 60481 45041 40692 152177 124189 57983 9322 24743 18763 27988 27449 59962 1422 21929 14227 shrinkage=0.1 Tree=91 num_leaves=31 num_cat=0 split_feature=691 689 1479 930 1316 2204 893 287 1937 626 626 256 2020 1914 2184 994 1775 2029 280 683 1508 2114 836 613 725 111 527 139 615 1559 split_gain=79.9318 117.152 116.061 100.254 99.0981 95.0221 92.5897 99.5917 87.1993 94.968 132.997 111.231 108.024 131.338 104.405 98.5447 85.627 97.3049 84.6783 86.952 86.2505 92.004 178.05 133.874 108.794 97.7768 103.445 118.185 85.4025 86.8746 threshold=1.5000000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.019850775599479679 1.0000000180025095e-35 1187056192.0000002 856947520.00000012 0.020062848925590519 1.0000000180025095e-35 -1.4999999999999998 -2.4999999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 6.8150704464642345e-05 5.5000000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 4769.5000000000009 1.5000000000000002 -1135.9999999999998 0.0040197814814746389 0.0043541996274143466 0.0029783766949549322 3.5000000000000004 -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 -2 4 -1 -6 -4 -8 9 10 11 14 15 -14 -7 -11 17 -12 19 20 21 22 -17 -24 -25 -23 28 -28 29 -27 right_child=1 -3 6 -5 5 8 7 -9 -10 12 16 -13 13 -15 -16 18 -18 -19 -20 -21 -22 25 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.078069953508904583 0.063748698204359355 -0.0023217061232796046 0.024848430272962553 0.05045034620210035 -0.084354638641179716 0.11567194348915995 -0.082015157395142202 2.4038396690073851 -0.074877842402159125 0.047906020271856517 0.09409983419480944 0.074404473445783201 0.039104462348097425 -0.044278721491252324 -0.018495147153896069 0.05420837058764353 0.025916587625079607 -0.059686265633331598 -0.058849961819857771 -0.03190618434820279 -0.057843560502776899 0.033740947483136413 -0.072694092969330326 -0.056510216648314592 0.067824728984239663 0.038378627737249288 -0.078990226510917388 0.004049367133195282 0.055923758517560686 -0.018964283958729435 leaf_count=8804 49625 43275 35021 23703 6094 2098 20421 20 6938 11205 659 5988 4078 17155 40029 4020 2283 41169 5409 33840 3386 94911 6810 1744 1782 8118 11944 21306 18553 69612 internal_value=0 0.148142 0.385563 -0.0386706 -0.0551588 -0.0425869 0.00390356 -0.784836 -0.0314781 -0.0199369 -0.198835 0.0507887 0.0312714 -0.259623 -0.0939335 0.0773475 -0.429783 -0.533501 0.0420888 0.0630836 0.0998424 0.122362 -0.146813 -0.397643 0.140561 0.184901 0.0403395 -0.268962 0.187233 0.0385141 internal_count=600000 148362 105087 451638 427935 419131 55462 20441 413037 406099 92226 48115 313873 21233 42127 292640 44111 41828 281435 276026 242186 238800 14356 10336 3526 224444 129533 33250 96283 77730 shrinkage=0.1 Tree=92 num_leaves=31 num_cat=0 split_feature=1160 1065 265 1906 1734 1309 2091 232 775 775 626 1559 613 578 23 734 1337 197 1953 734 615 618 951 69 123 602 707 686 2125 692 split_gain=78.9307 78.0803 75.1713 70.0226 82.4239 92.3208 129.599 114.426 152.831 128.071 125.571 150.436 160.3 121.468 106.897 104.151 106.117 93.3402 91.1232 87.2511 87.2941 100.759 100.204 90.4245 87.6022 101.278 85.6504 176.964 80.6158 88.1128 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0060029691085219392 -1.0000000180025095e-35 1.5000000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.0042653095442801723 -0.13694653660058972 -3.167730331420898 1482938368.0000002 -1.0000000180025095e-35 1.5000000000000002 0.0064370962791144857 0.0011372198932804169 -306431.99999999994 1.0000000180025095e-35 0.0049361037090420732 1.0000000180025095e-35 -12268.499999999998 4.5000000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.0063337618485093125 0.0010282522998750212 0.0067913273815065631 10368.000000000002 1776.0000000000002 -1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -5 9 17 13 15 12 -12 -7 18 -11 28 19 -8 20 21 22 -9 -22 25 -24 27 -23 -17 -30 right_child=-2 -3 -4 4 -6 7 14 8 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 23 26 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.065110636678386111 0.044598705288895674 -0.099295210159532077 0.10494266991621365 -0.052887943091602843 0.041053633802154404 0.071896488863343946 0.0064869905371180781 0.081566934109674236 0.047900642055270296 -0.074800014086893046 0.07063031754943104 -0.028718663160168308 -0.052414095093129678 -0.004906668880778931 0.016015306283468478 -0.088109646109490236 0.065991039053028069 0.14065745702840624 -0.075896475510591546 0.044418695245468591 -0.0058549201157684621 -0.046255079137522782 -0.041362047846666951 0.043687687722019163 0.040516352259538875 0.030245861156437331 -0.059675179913743187 0.088523727256706944 -0.038286294340836524 0.0014785630432844823 leaf_count=5739 7721 2027 3890 18455 11604 36638 5022 4098 79996 9974 9650 44940 1660 15893 13879 2784 19127 2205 4206 32235 32135 24137 19928 18192 13259 6250 26088 3537 88206 36525 internal_value=0 -0.0132304 -0.00733981 -0.0126291 -0.00443342 -0.0194671 -0.19863 0.0209472 0.120745 -0.0892647 -0.162793 0.119447 0.444589 0.263055 -0.0314073 -0.271569 -0.197523 0.0426097 -0.389605 0.0273417 -0.0198804 -0.13379 0.0420299 0.172597 -0.0494911 -0.201744 -0.36291 -0.0256411 -0.245958 -0.193478 internal_count=600000 592279 590252 586362 580623 569019 41562 527457 262060 265397 212866 56250 11310 52531 23107 156616 146642 182064 9228 179859 147624 97297 43535 50327 39437 26178 53762 27674 127515 124731 shrinkage=0.1 Tree=93 num_leaves=31 num_cat=0 split_feature=790 490 519 63 615 685 364 55 83 245 613 2080 603 515 1936 617 357 529 65 574 125 1061 133 2224 40 775 778 1845 736 822 split_gain=75.6991 73.4444 74.952 73.3259 137.424 106.692 92.8704 92.1386 93.7496 87.1672 87.8547 86.8867 83.9619 83.6478 74.844 74.8244 100.413 75.9239 73.8743 73.089 71.3708 83.0796 81.2012 73.2899 71.8553 78.7471 71.2124 69.4924 81.9296 68.7741 threshold=-2.3872507810592647 0.017707760445773605 0.033633176237344749 0.0022308158222585921 4.5000000000000009 139520.00000000003 0.0002108640692313202 0.0017927509034052493 0.0029948157025501136 0.00058401052956469368 18.500000000000004 1.0000000180025095e-35 0.0061047850176692018 0.041269259527325637 -1.0000000180025095e-35 234672.00000000003 0.00018542861653259027 0.011891727335751058 0.0039661077316850432 0.0068869972601532945 0.0028242804110050206 -1.0000000180025095e-35 0.0076397703960537919 -1.0000000180025095e-35 0.0094155515544116514 -4.8189063072204581 -6.6504638195037833 -1.0000000180025095e-35 12032.000000000002 1030.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 19 -7 11 -9 -5 15 13 -10 20 18 26 17 -17 -12 29 22 -22 23 -2 25 -25 -11 -28 -29 -6 right_child=1 -3 -4 9 5 6 -8 8 12 10 14 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.084514326932432854 0.13271230568201925 0.07448773692267209 -0.062147293336012967 -0.044353756505220956 0.087254939207421042 0.032622671024415843 -0.035594701920052617 0.061132110344543973 -0.04304446998785455 0.11268980403191571 -0.032969092603098264 0.057497930502557137 0.024992273569041493 -0.036462340536421424 -0.058958709924161773 0.023003717603177248 -0.026628276380477663 -0.017348881761434259 0.10069646813657222 -0.044988281138904594 0.089885998850514737 -0.039834343459908599 0.051591355173588337 0.060387279764365559 0.058107057424148588 -0.01897517320159536 0.058396307354118493 -0.0088049097331455908 -0.059905416470867244 -0.072931437731819107 leaf_count=10035 1579 6087 8888 29583 35864 18427 13553 46169 17360 335 2494 5186 22062 39728 21847 60434 19295 10957 2881 3718 1627 29376 17879 5355 12159 97258 1608 45509 9796 2951 internal_value=0 0.00599475 -0.00129203 0.00765501 0.0806401 0.33764 0.139996 0.00163761 0.2336 -0.0677947 -0.0323624 -0.075089 0.0407162 -0.109446 -0.38098 0.00975758 0.083296 0.157865 0.175305 0.676843 -0.0207295 -0.298174 0.0730958 -0.016405 -0.0484112 -0.116982 -0.180849 -0.21749 -0.277469 0.78756 internal_count=600000 589965 583878 574990 370251 74513 31980 295738 85591 204739 175156 210147 39422 204961 27222 147934 90686 71391 5375 42533 165233 31003 134230 116351 114772 102613 57248 56913 55305 38815 shrinkage=0.1 Tree=94 num_leaves=31 num_cat=0 split_feature=767 1905 583 570 1546 597 384 59 554 784 617 133 620 1608 316 512 131 775 515 703 447 356 1569 480 199 1715 1959 58 626 637 split_gain=72.1336 71.6414 68.3757 106.01 121.549 90.51 88.1607 82.827 86.7738 80.9404 77.9972 77.3346 77.5489 73.5773 71.6296 65.6005 75.9032 75.3741 64.6513 64.2663 63.5811 62.7557 61.3605 80.0276 75.649 63.9878 62.6635 55.5419 55.1667 62.9873 threshold=4.8946697711944589 1.0000000180025095e-35 0.019881966523826126 0.0031316099921241407 1.0000000180025095e-35 0.028455076739192012 0.013274380471557381 0.0052715023048222074 0.0046447126660496005 -6.7202801704406729 77888.000000000015 0.0051612791139632472 59.500000000000007 1.0000000180025095e-35 5.4264639402390464e-05 3540.5000000000005 0.016957203857600692 -3.8262480497360225 0.045175794512033469 4352.0000000000009 0.0014778670738451185 0.00032942213874775922 -1.0000000180025095e-35 0.00064226647373288881 0.0036690124543383722 -1.4999999999999998 1.0000000180025095e-35 0.0041571080219000587 1482938368.0000002 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 7 -4 9 8 14 19 13 -6 -13 -11 -5 16 17 -12 -10 -1 28 22 24 27 25 -17 -25 -24 -8 -30 right_child=-2 -3 3 4 11 -7 20 -9 18 10 15 12 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31 leaf_value=0.03850410274662576 0.11313279570999923 -0.069073783777099829 0.055047690571103827 0.012709638811574858 -0.047371286138496282 -0.038124128570980749 -0.015956538628545191 -0.020401076477255833 0.047410366538296729 -0.015565005403920047 0.04668270756977945 0.15424569691320031 -0.00071865857759209725 -0.11084323640986932 -0.076752004550397435 0.40321663389004436 -0.099800479431289557 0.0041370291781870046 0.0037735023024930438 -0.15002365391059555 -0.032136628927026054 -0.05364314815054113 -0.048112132750279896 0.012253750945354098 -0.07456750590861147 -0.0031551012716427981 0.1102326188526425 0.10461708586434001 -0.07613309962573675 0.05560537808577861 leaf_count=29824 2412 9442 6664 38210 8900 61581 39852 8958 110226 19407 16833 420 21560 3953 4798 39 1331 49548 14870 170 72236 8867 5216 40997 4616 4776 1001 381 8131 4781 internal_value=0 -0.00513027 0.00257306 0.0896776 0.149025 -0.241696 -0.0559469 0.243821 0.29795 0.0173951 -0.0299287 -0.131443 0.0642045 -0.474482 0.00489291 0.00749794 0.140139 0.173449 0.395083 0.334919 -0.205763 -0.106884 -0.043958 0.0561022 -0.346782 0.030294 0.180283 -0.367286 0.00280798 0.364107 internal_count=600000 597588 588146 276187 207942 68245 311959 177062 168104 186959 156965 30880 21980 23360 43008 133605 67712 66381 125096 29994 125000 65893 57026 47595 9431 4815 41998 5597 52764 12912 shrinkage=0.1 Tree=95 num_leaves=31 num_cat=0 split_feature=1314 620 679 198 445 619 1287 786 882 255 786 161 2136 2034 529 490 2 1660 2210 395 2172 35 63 21 775 691 130 1697 685 640 split_gain=68.083 67.4715 79.9602 67.9112 86.7494 75.4447 81.9447 86.0158 117.12 89.7483 79.7471 81.3243 81.8803 77.947 77.4925 81.4769 77.4718 75.2615 74.3615 75.159 72.3225 83.7843 79.7282 75.8423 72.1399 67.9529 86.4282 68.5313 66.4166 77.5899 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.0052235382609069356 0.0021022070432081823 1.0000000180025095e-35 1.0000000180025095e-35 4.2108604907989511 -1.4999999999999998 0.061801571398973472 7.6660923957824716 0.0012591114500537517 52.500000000000007 1.0000000180025095e-35 0.011992776300758125 0.012399264145642521 0.006716363364830614 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0016158413491211834 1.0000000180025095e-35 0.00071614989428780984 0.0027002574643120174 0.0070760741364210853 -6.0480470657348624 1.5000000000000002 0.0031435684068128471 1.0000000180025095e-35 5136.0000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 28 -3 5 -5 10 7 16 9 20 11 12 18 17 15 24 -7 -12 19 -4 21 -9 -23 -24 -13 27 -27 -16 -1 -30 right_child=-2 2 3 4 -6 6 -8 8 -10 -11 13 14 -14 -15 25 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.09540580092830242 -0.093851358149470238 0.095578507530827916 -0.084801196231895332 0.055685144280309677 -0.028717454342234702 -0.010033661258377905 -0.068830928451680665 -0.038722844491591135 -0.078067010590293043 -0.058817186134087013 -0.095688897730126912 0.043449285699675814 -0.11237854657721182 0.083557917989819749 -0.050686879110272656 0.084114049189514595 -0.067278367448364101 0.027806321014200584 0.021141842571468901 0.046813202945342226 -0.065067353433343453 0.092862178086824246 0.0016392449926178707 0.24892188018604136 -0.0048830333599563774 0.062052972504756027 -0.032442650564133708 0.022547799248967711 0.053342355011765992 -0.090578560279844025 leaf_count=56605 4063 3270 40608 16585 4877 33276 11477 7859 1527 4098 14377 17754 1101 4372 22877 5273 19738 13578 116566 9696 1836 8316 5080 457 128941 15108 8705 6646 10486 4848 internal_value=0 0.00493282 0.0156928 0.00921416 0.33157 -0.00694304 -0.171812 -0.101873 0.113675 0.249956 0.0299115 0.00654278 0.14543 0.366189 -0.0551668 0.00164199 -0.301607 0.11435 0.167531 -0.423047 0.378372 0.475569 0.622552 0.161105 -0.017173 -0.262802 0.0904037 -0.399121 -0.461933 -0.0159055 internal_count=600000 595937 523998 520728 21462 499266 93664 82187 29173 27646 405602 373275 167971 32327 205304 151968 53014 27955 166870 50304 23548 21712 13853 5537 146695 53336 23813 29523 71939 15334 shrinkage=0.1 Tree=96 num_leaves=31 num_cat=0 split_feature=921 1473 1892 1160 685 1656 1739 2199 1024 21 1637 337 1207 778 775 1708 784 797 836 531 951 107 529 68 1535 1 82 62 511 1268 split_gain=67.9517 73.4552 68.7062 70.1046 67.9362 88.3659 94.0022 123.655 91.4902 86.2914 85.8705 85.6042 109.263 79.5807 82.9013 94.5134 144.182 108.382 94.5228 93.6917 81.5592 77.6417 85.7984 75.2797 73.6257 70.2958 69.6956 68.8163 68.0379 81.3413 threshold=1.5000000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 377088.00000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.0094986199401319044 -1.4999999999999998 0.00010184078200836667 -1.0000000180025095e-35 -6.6504638195037833 -5.2740585803985587 -1.0000000180025095e-35 -6.4503579139709464 -169983.99999999997 4098.0000000000009 0.0076466635800898084 -1.0000000180025095e-35 0.00075140391709283005 0.0063831184525042781 0.0031346908072009687 -1.0000000180025095e-35 0.0041498260106891402 0.001304798817727715 0.0037747716996818785 0.067944407463073744 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 8 -8 9 13 -7 25 -13 -4 27 16 17 -16 -19 23 -21 -22 -23 -17 -20 -6 -27 -15 29 -28 right_child=-2 2 3 -5 11 10 7 -9 -10 -11 -12 12 -14 14 15 19 -18 18 24 20 21 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.075879124093000086 0.10288310580622619 -0.070093531755082095 0.094565429992047645 0.044184069611968732 0.038691203973528876 0.10811203537468032 -0.085697829034507664 0.089206046086475255 0.071993358030177868 0.066060485445184586 -0.083006262554286017 0.075460331138785197 -0.047623049057169173 0.044675626765095448 0.10559212780933434 0.029152083017169345 0.072389033439745898 0.038042315275375077 0.148040998534366 0.039061666214450889 -0.051372806287196621 0.021715726420925039 -0.020816234566147274 -0.0076568035276617426 -0.041138106006072379 0.052953636928200778 0.030131590028283532 -0.053129450981387341 0.069779463260444846 -0.029805829713501913 leaf_count=7005 14432 4762 1006 7286 18470 14363 8870 1168 10398 10209 2082 1853 27783 28891 3364 74539 23945 4482 138 7270 30423 48382 116840 85103 7935 4116 5352 2462 877 26194 internal_value=0 -0.00544546 0.00186558 0.0092669 -0.00313196 0.0396737 0.0266925 -0.546936 0.0443215 0.0293059 0.758991 -0.128034 -0.376691 0.0138125 0.00389491 -0.0256462 0.218392 0.00218682 -0.109125 -0.0751774 -0.162299 -0.196943 -0.135773 0.0902739 -0.340155 -0.0218854 -0.0975389 0.333258 -0.155487 -0.200901 internal_count=600000 585568 578563 573801 566515 481870 465425 10038 455387 444989 16445 84645 29636 434780 433774 402421 39864 15919 12555 362557 202915 195645 165222 159642 8073 55009 36539 31353 32423 31546 shrinkage=0.1 Tree=97 num_leaves=31 num_cat=0 split_feature=760 1444 1143 615 127 930 734 2200 785 598 1734 382 10 827 1 198 1144 83 604 613 623 644 626 678 685 1608 447 511 2020 155 split_gain=66.0589 69.2677 65.5601 66.1186 114.665 96.9196 86.5976 90.0943 104.872 80.876 90.1633 76.7409 89.4628 74.7942 74.743 75.5278 72.9176 70.5032 91.465 70.1278 75.8342 158.332 109.603 134.051 113.109 111.584 97.7919 74.5028 69.6283 69.4415 threshold=-6.2586648464202872 -1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.0021272278390824799 1.0000000180025095e-35 -1039871.9999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.047418013215065009 1.5000000000000002 0.00018973937403643506 0.0073249950073659429 37243.500000000007 0.0097263930365443247 0.0044961313251405963 1.0000000180025095e-35 0.0022506722016260032 0.0068413133267313251 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1465814912.0000002 1.0000000180025095e-35 432896.00000000006 1.0000000180025095e-35 8.7899436039151637e-05 0.064182873815298094 1.0000000180025095e-35 0.00045956154644954955 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 6 9 -5 29 -9 10 11 14 -13 -7 15 -3 17 -16 -19 20 22 26 23 24 25 -6 -22 -26 -28 -8 right_child=1 2 -4 4 19 13 7 8 -10 -11 -12 12 -14 -15 16 -17 -18 18 -20 -21 21 -23 -24 -25 27 -27 28 -29 -30 -31 leaf_value=0.15205024460982836 -0.072718862926135761 0.001364653408237544 -0.11469925733880756 -0.0099054021868723186 0.0090377678372246216 0.055932639123897669 0.10863629706692746 -0.048418425271807522 0.029024353547268938 0.02505117123870184 0.058431276727648924 -0.040331803677678219 0.024230439926233367 -0.027810138905742698 0.02160030466827665 0.070712228025307272 0.023997509188672148 -0.082678950493853806 -0.02221177512582357 -0.041608140328187791 -0.084410204990217688 0.11736302959377387 0.029517713836602875 0.06779019926907276 -0.082619409518776582 -0.048137339206070939 0.041451533302197127 0.040445760179068306 -0.08009597994230748 0.041910669223340989 leaf_count=412 5564 55308 4904 19258 31586 72750 14129 13579 27875 35555 2544 94883 19940 3649 10734 5496 15147 15079 34305 21543 1731 1619 23950 4782 4797 15673 5219 491 525 36973 internal_value=0 -0.00366208 0.00357094 0.00791897 0.0779032 -0.0644454 0.235036 0.329905 0.167538 -0.101991 -0.141073 -0.164593 -0.321442 0.337723 -0.0690092 0.101038 -0.207207 -0.300142 -0.394173 -0.0320462 0.0147195 0.314315 -0.0579987 -0.168794 -0.243049 -0.109937 0.0432988 -0.676535 0.256513 0.590661 internal_count=600000 599588 594024 589120 223730 365390 111814 92556 41454 288991 253436 250892 114823 76399 136069 60804 75265 60118 49384 111916 90373 9094 81279 57329 52547 47259 7475 5288 5744 51102 shrinkage=0.1 Tree=98 num_leaves=31 num_cat=0 split_feature=1901 255 783 105 193 119 130 530 171 1559 403 237 578 329 1785 111 604 494 606 1230 50 619 64 760 698 677 1634 1611 598 133 split_gain=63.8615 63.7988 64.2437 62.529 92.0067 86.7009 70.7357 94.2399 82.7694 83.309 67.2302 66.9949 66.8956 84.295 68.9895 62.6601 61.7713 75.7061 70.6082 65.7719 55.2964 55.2635 61.8904 54.9174 54.5835 52.4706 65.5689 53.1971 51.2545 54.34 threshold=-1.0000000180025095e-35 0.12848912179470065 5.8905127048492441 0.0038889886345714335 0.0049090499524027118 0.00094195723067969095 0.0021341586252674465 0.014074843842536213 0.00052179108024574827 -1.0000000180025095e-35 0.000623380532488227 0.0021257827756926422 0.0087730507366359251 1.4873151485517157e-05 1.0000000180025095e-35 0.022807607427239421 0.0062916332390159377 0.0064892575610429057 0.0039282669313251981 -1.0000000180025095e-35 0.0020330363186076288 1.0000000180025095e-35 0.0079522589221596735 -4.7403566837310782 -3551.9999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.042244179174304015 0.0064637276809662589 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 12 -5 8 21 9 15 -10 -11 13 14 -2 24 18 19 23 -18 -6 22 25 -14 -7 26 27 -8 29 -3 right_child=1 28 -4 5 20 6 7 -9 10 11 -12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.088151300409221048 0.046978710299030009 -0.062678655354898222 -0.10976904203535165 -0.05679064394558718 -0.064035525355087414 -0.060991002193674974 -0.079845794605255399 -0.095434636755653363 0.059831878357273285 -0.02952586981975382 0.011990957037726041 0.092092082181441881 0.1471333556248941 0.0018906713500365265 -0.0097166726754513225 -0.035317098374919378 0.090387541718671902 0.034024558432555856 0.058372181618002457 -0.0066153895797853657 0.00014776494675821362 -0.056328661466462641 -0.058540548641148209 -0.041339509533969546 0.08386172388590972 0.02408833458738472 0.00049062905620098529 0.024861818075461992 0.032798617191390433 0.028913603257961176 leaf_count=6110 85805 11043 1118 49075 8407 1218 3705 8775 20929 85917 70416 1741 370 28543 6199 1780 2938 33490 2665 58744 11786 7659 3468 22522 6756 24019 29626 946 2133 2097 internal_value=0 0.0051416 0.0198317 0.0244285 0.0929775 -0.0488108 -0.0210726 -0.148073 0.0763688 -0.109333 0.214173 -0.241361 0.129118 0.245454 0.383851 0.348652 0.031574 0.103594 -0.235916 -0.0230365 -0.302741 -0.100973 -0.0499893 -0.362566 0.638243 0.00474921 -0.111234 -0.550654 -0.327439 -0.469006 internal_count=600000 593890 578617 577499 261469 316030 266955 78198 188757 97412 91345 87658 241276 120547 92004 9754 120729 95172 25557 61682 20193 69423 61764 22892 7974 58296 34277 4651 15273 13140 shrinkage=0.1 Tree=99 num_leaves=31 num_cat=0 split_feature=691 921 688 692 677 198 2099 626 626 256 618 1316 515 1733 466 1867 623 1566 1447 2184 1251 2060 549 2117 679 1254 2149 102 642 1836 split_gain=64.1004 101.499 150.204 86.3981 113.63 124.176 81.6003 78.4513 130.055 96.9319 84.9243 96.0642 109.123 90.8924 100.652 88.0218 105.324 87.4784 85.3266 84.451 81.4065 89.4327 80.8587 78.7895 78.0877 76.0836 75.6861 75.2322 73.7525 72.5503 threshold=1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 5.5000000000000009 0.0038271454395726327 1.0000000180025095e-35 1154416064.0000002 856947520.00000012 0.020062848925590519 1.0000000180025095e-35 1.0000000180025095e-35 0.031151121482253078 -1.0000000180025095e-35 0.011649067513644697 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -2.4999999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.019904185086488727 -1.0000000180025095e-35 2.5000000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0041252446826547393 -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=6 29 -3 -4 25 -6 7 8 9 19 11 12 17 18 15 -15 22 23 -12 -1 21 -10 -17 -9 -22 -5 -13 -28 -26 -2 right_child=1 2 3 4 5 -7 -8 10 20 -11 13 26 -14 14 -16 16 -18 -19 -20 -21 24 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=0.11161558897398977 -0.041914987744245298 0.058178370916548143 -0.026417440199905922 -0.064910714904848177 0.11978450400686358 0.96109707401327837 -0.082165587792102965 0.077046562720821082 0.056337337251523234 0.066940664740567257 0.070997887094677525 -0.0092059101430984405 -0.029021477453917588 0.060512565529427083 -0.054254288416553144 0.002790405981102272 -0.056621479416214163 -0.032602298230684452 -0.066772017947914125 -0.017961917741205456 0.040631944177831059 -0.054394097980256385 0.12626841609165398 0.012519353519706638 -0.084624910659316641 0.058846571527573686 0.062772503938707577 0.0022927223457220383 0.06242356641940984 0.011745465581277453 leaf_count=2118 52806 61601 19220 568 87 43 5592 18078 2854 13448 978 5034 40593 3735 24019 57701 11266 8011 21295 41478 2951 4614 3443 131682 19105 3605 25509 6727 1407 10432 internal_value=0 0.136787 0.289261 -0.0184854 0.414004 4.22684 -0.03624 -0.0261865 -0.199534 0.0363399 0.0181671 0.0961369 0.0143943 -0.115892 -0.0405931 0.0390308 -0.0325054 0.109048 -0.519908 -0.102815 -0.464766 -0.0233619 0.0697596 0.178683 -0.653239 0.312832 0.324908 0.459134 -0.760713 -0.109705 internal_count=600000 148362 85124 23523 4303 130 451638 446046 87975 57044 358071 235634 198364 122437 100164 76145 72410 157771 22273 43596 30931 7468 61144 149760 23463 4173 37270 32236 20512 63238 shrinkage=0.1 feature importances: Column_626=87 Column_685=45 Column_620=44 Column_736=39 Column_618=37 Column_637=35 Column_691=35 Column_681=33 Column_515=32 Column_613=29 Column_775=27 Column_619=27 Column_655=25 Column_32=25 Column_616=23 Column_1060=22 Column_615=21 Column_784=21 Column_836=21 Column_734=20 Column_617=20 Column_951=20 Column_95=20 Column_692=20 Column_589=19 Column_529=19 Column_511=18 Column_512=18 Column_554=18 Column_578=18 Column_2159=18 Column_921=17 Column_994=17 Column_128=17 Column_682=16 Column_640=16 Column_1174=16 Column_255=16 Column_930=15 Column_596=14 Column_256=14 Column_785=14 Column_825=14 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Column_1780=2 Column_906=2 Column_1775=2 Column_703=2 Column_1634=2 Column_809=2 Column_790=2 Column_1726=2 Column_783=2 Column_1927=2 Column_642=2 Column_644=2 Column_1460=2 Column_1466=2 Column_2006=2 Column_1995=2 Column_1976=2 Column_1480=2 Column_641=2 Column_1029=2 Column_1482=2 Column_996=2 Column_1508=2 Column_684=2 Column_1509=2 Column_1560=2 Column_199=2 Column_387=2 Column_74=2 Column_470=2 Column_471=2 Column_472=2 Column_474=2 Column_384=2 Column_194=2 Column_195=2 Column_477=2 Column_306=2 Column_70=2 Column_120=2 Column_355=2 Column_489=2 Column_490=2 Column_491=2 Column_280=2 Column_357=2 Column_497=2 Column_498=2 Column_445=2 Column_337=2 Column_336=2 Column_405=2 Column_403=2 Column_171=2 Column_102=2 Column_425=2 Column_398=2 Column_441=2 Column_444=2 Column_60=2 Column_396=2 Column_446=2 Column_182=2 Column_94=2 Column_83=2 Column_314=2 Column_390=2 Column_80=2 Column_79=2 Column_154=2 Column_15=2 Column_543=2 Column_139=2 Column_215=2 Column_27=2 Column_561=2 Column_23=2 Column_563=2 Column_17=2 Column_16=2 Column_574=2 Column_503=2 Column_587=2 Column_363=2 Column_597=2 Column_239=2 Column_142=2 Column_601=2 Column_605=2 Column_370=2 Column_227=2 Column_369=2 Column_536=2 Column_505=2 Column_528=2 Column_377=2 Column_135=2 Column_507=2 Column_149=2 Column_517=2 Column_248=2 Column_522=2 Column_252=2 Column_209=2 Column_508=2 Column_155=1 Column_1793=1 Column_1751=1 Column_190=1 Column_1786=1 Column_1817=1 Column_1750=1 Column_1749=1 Column_143=1 Column_1795=1 Column_1785=1 Column_1797=1 Column_1762=1 Column_153=1 Column_1811=1 Column_1763=1 Column_1765=1 Column_1773=1 Column_145=1 Column_1777=1 Column_1807=1 Column_1616=1 Column_1660=1 Column_205=1 Column_1650=1 Column_1642=1 Column_1637=1 Column_206=1 Column_1632=1 Column_1627=1 Column_1619=1 Column_204=1 Column_1614=1 Column_1611=1 Column_216=1 Column_1591=1 Column_1590=1 Column_1581=1 Column_1574=1 Column_1572=1 Column_222=1 Column_1713=1 Column_1738=1 Column_1737=1 Column_165=1 Column_1731=1 Column_173=1 Column_174=1 Column_177=1 Column_1718=1 Column_1715=1 Column_161=1 Column_186=1 Column_1697=1 Column_1696=1 Column_1914=1 Column_193=1 Column_1692=1 Column_196=1 Column_1669=1 Column_2060=1 Column_2101=1 Column_2099=1 Column_57=1 Column_2094=1 Column_59=1 Column_61=1 Column_2078=1 Column_62=1 Column_2068=1 Column_2067=1 Column_56=1 Column_2056=1 Column_2052=1 Column_72=1 Column_2034=1 Column_2029=1 Column_2028=1 Column_2027=1 Column_78=1 Column_2016=1 Column_28=1 Column_4=1 Column_2334=1 Column_2300=1 Column_2239=1 Column_2224=1 Column_2217=1 Column_2214=1 Column_9=1 Column_24=1 Column_2009=1 Column_31=1 Column_33=1 Column_2140=1 Column_37=1 Column_44=1 Column_46=1 Column_48=1 Column_52=1 Column_53=1 Column_131=1 Column_1912=1 Column_1908=1 Column_1906=1 Column_118=1 Column_1903=1 Column_126=1 Column_1898=1 Column_1892=1 Column_1889=1 Column_1464=1 Column_1885=1 Column_1867=1 Column_136=1 Column_1859=1 Column_137=1 Column_1845=1 Column_140=1 Column_1837=1 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