tree
version=v3
num_class=5
num_tree_per_iteration=5
label_index=0
max_feature_idx=200
objective=multiclass num_class:5
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tree_sizes=1740 1746 1743 1736 1714 1766 1773 1765 1773 1763 1779 1766 1773 1769 1766 1774 1791 1770 1781 1759 1772 1776 1773 1778 1758 1779 1787 1783 1774 1762 1772 1780 1791 1776 1754 1782 1781 1780 1774 1752 1767 1785 1777 1773 1763 1774 1785 1782 1781 1774 1771 1790 1777 1785 1762 1778 1780 1786 1782 1762 1776 1781 1774 1771 1766 1776 1779 1787 1788 1770 1769 1782 1779 1778 1762 1754 1788 1774 1784 1784 1761 1770 1780 1785 1776 1773 1781 1779 1791 1774 1760 1774 1781 1782 1756 1762 1784 1786 1791 1776 1751 1788 1787 1778 1766 1761 1772 1784 1779 1776 1767 1763 1790 1785 1774 1754 1784 1775 1777 1776 1771 1765 1772 1785 1768 1772 1791 1778 1766 1773 1758 1773 1791 1783 1773 1764 1781 1787 1764 1771 1768 1765 1784 1766 1769 1774 1756 1784 1780 1765 1772 1764 1775 1780 1763 1771 1785 1773 1791 1654 1755 1773 1779 1759 1765 1769 1769 1787 1764 1762 1775 1781 1775 1774 1767 1779 1781 1783 1766 1769 1759 1785 1779 1787 1783 1774 1764 1779 1778 1757 1761 1781 1772 1753 1762 1791 1565 1786 1767 1765 1643 1781 1763 1767 1747 1766 1745 1779 1762 1779 1629 1785 1779 1770 1757 1753 1781 1783 1800 1762 1777 1767 1784 1782 1757 1764 1771 1769 1768 1765 1777 1771 1771 1790 1762 1745 1794 1785 1775 1784 1659 1774 1775 1781 1763 1765 1773 1759 1792 1773 1770 1767 1775 1650 1765 1737 1777 1776 1777 1761 1750 1765 1774 1791 1765 1556 1790 1785 1774 1779 1757 1768 1775 1755 1757 1436 1773 1777 1788 1779 1748 1554 1782 1778 1757 1767 1785 1781 1790 1752 1785 1451 1786 1766 1766 1789 1774 1775 1658 1791 1782 1765 1774 1787 1779 1767 1751 1763 1784 1775 1784 1772 1769 1754 1772 1529 1561 1549 1649 1740 1763 1767 1779 1782 1783 1433 1779 1781 1773 1782 1756 1765 1655 1782 1759 1784 1764 1760 1773 1767 1785 1760 1780 1773 1762 1424 1766 1775 1753 1780 1780 1769 1771 1788 1772 1781 1769 1781 1662 1761 1772 1779 1757 1781 1771 1754 1780 1756 1767 1764 1544 1761 1791 1794 1764 1749 1430 1780 1783 1752 1432 1757 1788 1541 1758 1794 1789 1778 1788 1773 1789 1552 1748 1799 1787 1741 1767 1759 1793 1768 1766 1763 1752 1779 1561 1765 1777 1768 1775 1766 1771 1762 1785 1780 1766 1771 1793 1759 1653 1768 1567 1795 1791 1782 1763 1736 1786 1541 1777 1772 1751 1802 1778 1759 1785 1535 1432 1769 1545 1792 1770 1768 1763 1761 1778 1786 1803 1794 1796 1765 1765 1787 1770 1772 1758 1750 1765 1755 1773 1772 1764 1769 1765 1801 1777 1766 1790 1780 1786 1760 1775 1756 1773 1797 1790 1757 1763 1785 1564 1766 1551 1790 1765 1770 1769 1771 1783 1777 1782 1760 1788 1779 1777 1777 1778 1768 1552 1746 1769 1798 1780 1771 1792 1784 1749 1431 1783 1753 1799 1781 1753 1750 1671 1791 1742 1775 1804 1557 1561 1791 1734 1765 1790 1781 1763 1761 1780 1761 1758 1772 1455 1751 1766 1753 1655 1764 1800 1755 1793 1772 1749 1769 1779 1539 1757 1755 1784 1775 1760 1743 1654 1792 1759 1770 1778 1772 1768 1780 1791 1764 1441 1751 1739 1762 1769 1766 1773 1786 1763 1774 1747 1547 1658 1444 1735 1766 1435 1655 1769 1773 1746 1782 1447 1742 1762 1659 1750 1756 1553 1759 1435 1791 1763 1792 1768 1755 1789 1783 1567 1776

Tree=0
num_leaves=15
num_cat=0
split_feature=166 93 87 118 139 87 158 105 95 90 138 41 197 6
split_gain=44066.9 13680.3 14068.8 7400.47 4126.42 6535.86 4578.25 2483.44 2151.95 1886.15 1385.57 647.879 359.476 329.057
threshold=-0.10388488387085322 0.005032445532262373 0.1396199445624797 -0.069934014958471499 -0.024038752632103224 0.16059602395139344 -0.011276155349339177 3.1085814930428977 -0.023552072695167323 -0.0009253728951773083 0.44817568925157469 -0.15759129247468265 0.22819924712295933 0.29029264911209801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 12 6 -6 8 -1 -4 -9 -7 -2 -14
right_child=4 2 9 -5 5 11 -8 10 -10 -11 -12 -13 13 -15
leaf_value=-1.7390715226943372 -2.2045622966547587 -1.7264671586825362 -1.6746174027777017 -1.9254174922463954 -1.9976883940228432 -1.5283727003276406 -2.1613995347695685 -2.1304074488342239 -2.0629851262752092 -2.1140838280071015 -2.0065821479144645 -2.1936488238713618 -2.0680419780473263 -2.1785121144748829
leaf_weight=343.68685466051102 24367.292969673872 2903.11042791605 100.78134748339653 5252.385774731636 4164.660465836525 14.661506652832029 2896.1099666655064 6310.6561198830605 508.66183471679688 3155.2618985176086 1054.7039108872414 9236.0887577831745 330.08203482627869 1472.4907944500446
leaf_count=1142 93104 6900 125 18222 13198 17 16766 40332 2708 5248 5926 15594 940 3599
internal_value=-2.11951 -1.9956 -1.92476 -1.8546 -2.17677 -2.13729 -2.06484 -2.09398 -1.93238 -2.10048 -2.11268 -2.19259 -2.20137 -2.15828
internal_weight=0 19629.2 11411.5 8155.5 42481.4 16311.5 7060.77 8217.71 852.349 3256.04 7365.36 9250.75 26169.9 1802.57
internal_count=223821 80603 30495 25122 143218 45575 29964 50108 3850 5373 46258 15611 97643 4539
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=19 157 46 157 46 154 116 13 46 112 169 2 116 84
split_gain=55979.6 40423.2 35904.1 8206.77 32377.6 4790.95 3188.51 3070.78 1935.72 1739.48 1138.83 833.272 1180.57 674.785
threshold=0.15981373651326178 -0.034017009547455686 0.059726068458602358 -0.026678637624010199 0.052063219123402477 0.016914495003755404 0.18031433110114367 -0.063270665114906463 0.012260728481670988 -0.15013674978506766 0.16863637613180041 -0.037608326438689305 0.23063114082340111 0.038553613374931676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 8 11 5 -5 -6 13 -3 -4 -9 -1 -13 -2
right_child=1 2 9 4 6 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-1.7952879127281174 -1.7018193479141719 -1.312625520704378 -1.7487018637400555 -1.61410236293336 -1.6917109932902497 -1.4403225946760321 -1.7942490699357232 -1.5633610759624701 -1.4452150557258621 -1.6053789885149947 -1.7542408540003533 -1.6796585559780144 -1.7919029300381861 -1.7917336280787497
leaf_weight=34685.044621288776 991.74875146150589 6801.1155787110329 2663.3327050209045 2965.8501580953598 3637.0262126326561 3410.9671901464462 18248.877128183842 1075.0239577889442 1313.7953458428383 1241.574370443821 440.69533967971802 1574.1224842071533 2315.3086679577827 5269.3676463961601
leaf_count=78365 3914 34946 5955 9833 9462 15377 34618 3737 5538 3864 804 5480 3985 7943
internal_value=-1.71662 -1.56892 -1.45398 -1.76037 -1.71943 -1.52115 -1.77721 -1.74657 -1.33409 -1.70313 -1.61886 -1.79037 -1.74648 -1.77749
internal_weight=0 19796.7 12019.8 66837.2 28262.7 6376.82 21885.9 7776.84 8114.91 3904.91 1515.72 38574.5 3889.43 6261.12
internal_count=223821 66701 50303 157120 69290 25210 44080 16398 40484 9819 4541 87830 9465 11857
is_linear=0
shrinkage=1


Tree=2
num_leaves=15
num_cat=0
split_feature=124 68 34 193 194 173 166 116 139 68 158 166 184 173
split_gain=208304 25281.2 16258 7916.54 6633.46 4474.78 3586.89 3228.77 1427.34 2057.46 1053.21 889.37 631.464 260.574
threshold=-0.11912753944525277 0.062623145236981606 0.10154104049667073 0.019933972042975177 0.28477223010086206 0.12137039755177519 -0.16634408504832496 0.033835765118038007 -0.092764493441370013 0.071312280543978188 0.018828186008344048 -0.11468424848562833 0.70060753468547043 0.064530418291570066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 5 6 -4 -3 13 9 -2 -5 -9 -6 -1
right_child=2 4 3 10 12 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-1.2832994596415173 -1.2891461022402999 -1.176684683245254 -1.2012253776341177 -1.2630040766411366 -1.1117498759064006 -0.99463275262847817 -0.95564902647555017 -1.2350715314864547 -1.2975616312446032 -1.1802118844290781 -1.1750264430824808 -1.0881362625478375 -1.2499011862321867 -1.2050602892180338
leaf_weight=2450.3925463557243 5098.1535023450851 750.74277937412262 1579.4779104590416 4345.2885212898254 602.18591207265854 3118.3680886030197 33244.907859683037 513.05177330970764 65092.050209820271 2627.3344458341599 1981.1120417714119 2090.1422129869461 734.29540038108826 515.17401742935181
leaf_count=8126 18075 1397 4238 5322 766 4844 46496 877 118633 4886 3369 4563 669 1560
internal_value=-1.18535 -1.00033 -1.2756 -1.16243 -0.969121 -1.06409 -0.96053 -1.19837 -1.29274 -1.2521 -1.23545 -1.1171 -1.18765 -1.26971
internal_weight=0 40900.9 83841.8 11024.2 35332.1 4697.85 33995.7 5568.76 72817.5 7725.49 6326.4 2603.19 1336.48 2965.57
internal_count=223821 64454 159367 17773 49328 9082 47893 15126 141594 22961 8691 5440 1435 9686
is_linear=0
shrinkage=1


Tree=3
num_leaves=15
num_cat=0
split_feature=166 74 167 74 157 78 21 166 166 72 0 72 74 96
split_gain=114128 48626.9 10713.5 7671.36 5299.98 4906.64 4712.33 3187.51 1712.16 1804.26 1057.65 815.683 809.604 629.565
threshold=-0.22590941135912665 0.14070520190199046 -0.13315233660024983 0.063056015972418472 -0.037528790144605549 0.088805851463319554 0.069101225684038273 -0.27366413189765937 -0.061610761491723655 0.19231885480677571 1.4289923818217927 0.22856851477574067 0.24109620719559546 0.059028373632880361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 7 12 -1 9 -4 -7 -8 -3 -5
right_child=2 6 8 13 -6 10 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.5568748726499653 -1.7405146399945102 -1.6831503722829206 -1.9711929300781941 -2.0107656897477559 -2.0248307524759506 -1.9909624988276726 -1.8856054251832812 -1.7130579832844093 -2.1316686740359381 -2.1028160839651089 -1.7181347377232228 -2.0915296419994291 -1.8880297793700087 -2.1058507249693665
leaf_weight=5413.2739596217871 1585.5301537364721 268.64324082434177 1302.8070737868547 943.34889855980873 1117.9388489276171 384.37947604060173 203.7352028042078 1722.5269429534674 41061.583675175905 5191.2348894029856 225.41814875602722 3444.0682542771101 683.85755400359631 2659.2582945227623
leaf_count=32968 8073 1378 6635 3201 5490 848 659 8722 129379 13088 1037 5199 2340 4804
internal_value=-2.04502 -1.77079 -2.10788 -1.98541 -1.85809 -1.61784 -2.02831 -1.59458 -2.12412 -2.07641 -1.89011 -2.08003 -1.83025 -2.08095
internal_weight=0 12345.9 53861.7 6306.08 2703.47 7745.6 4600.3 7135.8 47555.6 6494.04 609.798 3647.8 952.501 3602.61
internal_count=223821 53151 170670 21568 13563 43575 9576 41690 149102 19723 1885 5858 3718 8005
is_linear=0
shrinkage=1


Tree=4
num_leaves=15
num_cat=0
split_feature=94 184 61 189 94 91 69 25 26 126 184 184 0 28
split_gain=226325 11603 9806.63 4297.4 4223.75 2175.07 1649.76 1343.01 1299.76 1143.7 888.232 837.69 802.667 674
threshold=0.065036414072489571 0.15799007942812288 0.20323936363660761 35.500000000000007 0.032126859335940679 0.12842537254986733 0.15483444133922758 0.2172252085384426 0.26508329585548568 0.94920437345468256 0.03689259775687203 0.034310222782257392 0.50992561293850003 0.15676627261868761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 8 11 -1 -5 -3 -7 -2 -4 -8 -6
right_child=2 4 5 7 13 9 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.431488987859447 -1.3704820474853101 -1.3816280027634045 -1.2767778338938105 -1.2295992092702366 -1.2825387474069023 -1.0462143312031156 -1.1797997978739592 -1.1067349734849625 -1.2983276255541043 -1.1096321973696099 -1.2368765940317183 -1.12623920892639 -1.3808735157295642 -1.1835660899401999
leaf_weight=66948.713454410434 1364.6398721635342 5951.6031626015902 439.45204541087151 1319.8177348822355 1058.4363276958466 18399.253343105316 206.81529535353184 2729.7670127600431 2733.4209189862013 3363.610814794898 783.16980741918087 2327.0983612090349 4955.2846457511187 1966.3286811411381
leaf_count=164026 2085 14582 440 1643 1597 16069 173 2714 5043 3674 923 2322 6389 2141
internal_value=-1.32719 -1.4123 -1.09503 -1.20742 -1.31997 -1.06663 -1.42729 -1.14678 -1.35541 -1.05602 -1.32176 -1.15015 -1.37282 -1.2182
internal_weight=0 83820.6 30726.8 6197.39 11709.8 24529.4 72110.8 4049.58 8685.02 21762.9 2147.81 2766.55 5162.1 3024.77
internal_count=223821 193951 29870 7365 23363 22505 170588 4357 19625 19743 3008 2762 6562 3738
is_linear=0
shrinkage=1


Tree=5
num_leaves=15
num_cat=0
split_feature=167 98 168 119 13 25 109 69 105 12 128 142 157 131
split_gain=32611.1 7541.8 7319.46 3867.92 3546.28 4632.58 2324.61 2313.26 1961.93 1254.69 1033.77 507.752 410.755 408.431
threshold=-0.080438051855572165 0.0078394897445746899 5.7433477178401056 -0.091451040029291955 0.025494208653937509 0.28398207752988258 0.082433237794582739 0.44556474756667069 3.5751414412493294 1.4474109004331346 -0.38426628073200814 -0.091334199795130355 -0.25790122928343212 0.68889728968718467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 -2 -4 10 -10 -1 -7 13 -6
right_child=4 2 7 -5 12 11 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.33342957953435004 -0.036467155066491563 0.30485204788004117 0.11023374466212171 0.1541663196197158 -0.025328705011068271 0.20202287365758723 0.081315990961701778 -0.012059469585760966 0.098937284766808214 -0.012942064066535936 0.094360145372977641 -0.072770822636380614 -0.08283072269131482 0.29347402085703317
leaf_weight=208.06360474973917 2624.7355934530497 2653.3293232619762 3989.5249540433288 4758.4067359641194 152.59365580230951 67.792823605239391 4634.0851531475782 2526.1334016919136 1179.5564899891615 6673.8207972720265 1384.1061486527324 8269.59717143327 22622.541533462703 54.552539892494678
leaf_count=511 11909 4553 10606 13671 390 172 11393 4367 6272 41001 6619 15294 96982 81
internal_value=0 0.0933594 0.140139 0.20811 -0.0564379 -0.0196831 0.0387265 0.0628204 0.0243827 0.00386192 0.125602 -0.0705364 -0.0815472 0.0586289
internal_weight=0 23372.9 13927.4 7411.74 38425.9 15596.2 7258.82 6515.66 9445.55 7853.38 1592.17 8337.39 22829.7 207.146
internal_count=223821 87600 33197 18224 136221 38768 23302 14973 54403 47273 7130 15466 97453 471
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=20 158 42 116 158 68 2 34 2 68 39 99 116 87
split_gain=36568.1 26940.5 21051.7 6093.63 20039.4 5431.63 2243 1839.81 1630.89 1171.69 882.003 827.171 453.91 262.765
threshold=0.12288112100444087 -0.028980365152830378 0.058914412753444799 0.19048661765750638 -1.0000000180025095e-35 0.10220790741435826 -0.043703439499575315 0.21034865650669651 1.0000000180025095e-35 0.094397234049918344 0.048514000407306086 0.13550861361848746 0.33805864067228608 0.1396199445624797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 9 4 8 -6 11 -4 -1 -3 -8 -2 13 -5
right_child=1 2 7 12 5 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.066344993666377014 -0.0061330360493622796 0.2668820409398901 0.096771130848492995 -0.043081848882377163 0.17396347272460813 0.016858597657745885 0.14987116248765966 -0.037151017820415883 0.066745478172217571 0.11242333884544792 -0.021699782706241282 -0.073568519523358356 -0.083806668434691214 -0.084024823522388103
leaf_weight=22950.166292905807 2745.5987148731947 10322.421416044235 1514.0596812963486 5333.6308433413506 5618.2785170823336 3617.671142488718 856.46210634708405 3181.0810850262642 959.20994094014168 515.65198549628258 460.85569554567337 5389.3307768404484 20417.723494663835 2219.9145236313343
leaf_count=65604 9485 40320 4465 11707 20251 9126 2978 7150 3254 1549 931 7605 36542 2854
internal_value=0 0.101908 0.18291 -0.0416858 -0.0126788 0.112426 -0.0312059 0.00603536 -0.0610056 0.259533 0.0898481 -0.0508085 -0.0760585 -0.0551146
internal_weight=0 24985.5 15533.2 61116.6 33145.3 9235.95 9452.25 4695.14 23909.4 10838.1 1317.32 8134.93 27971.3 7553.55
internal_count=223821 74483 53484 149338 98235 29377 20999 11615 68858 41869 3909 17090 51103 14561
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=34 184 68 124 44 80 166 116 139 52 115 124 184 0
split_gain=160384 19362.6 8433.04 7492.69 3653.88 3062.31 2846.76 2300.38 1758.57 2507.92 1256.86 954.432 789.584 568.208
threshold=0.11899627780990214 0.14419595642380353 0.098296629418191908 -0.12486773392265872 0.15231100815749041 -0.016836034137249926 -0.1942938262544687 0.031275565378769916 -0.087482026458918546 0.12718507776155605 0.028381228843044243 -0.17766355600179265 0.115865169140951 3.7434408279177451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 10 11 -4 -2 9 -5 -1 -3 -6 -7
right_child=1 5 6 8 12 13 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.099930061038429219 -0.055133773807962 0.15099252864217805 -0.032523432173448927 -0.077886679814839835 0.15012619297056956 -0.075342073749136929 0.18883796753873072 0.092004379784634938 -0.10644713461862135 0.089891315757049201 0.01973532953088494 0.017651753705063916 -0.039462674521605935 -0.0072034758277565725
leaf_weight=1799.5717144459486 1546.0094594061375 1213.2001089006662 590.59430003166199 7351.9261752814054 1785.5289951860905 3207.9710006713867 35621.077061057091 3397.8008927702904 60988.149128243327 1013.7819406539202 1713.3744596540928 962.83677630126476 250.48817102611065 1978.6967810243368
leaf_count=6367 4755 1516 1136 23870 2766 3598 44541 6264 119028 1620 3793 1513 319 2735
internal_value=0 0.141782 0.168502 -0.0916033 0.0202114 -0.0075745 0.185228 0.0459919 -0.10055 -0.0575548 -0.0415655 0.0919929 0.126801 -0.0493474
internal_weight=0 48518.2 41155.5 74902.8 5548.96 7362.7 36211.7 4943.81 69353.9 8365.71 3512.95 2176.04 2036.02 5186.67
internal_count=223821 66058 56696 157763 13245 9362 45677 11019 144518 25490 10160 3029 3085 6333
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=166 69 166 93 157 116 65 157 166 165 183 161 139 72
split_gain=79609.4 27488.8 4429.97 3572.2 5497.9 3496.23 2544.35 2133.51 940.792 694.035 630.182 392.023 328.521 309.243
threshold=-0.18214555911129091 0.14314684256194776 -0.087101449360925301 0.051696879925718808 -0.12434574551012309 -0.028003534388680942 0.037978576961032816 -0.047207681757020843 -0.26793580763787561 0.095346904586763384 1.5412045638835152 -0.23507551081010139 -0.020933874120427857 0.25694956742532327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 7 9 -1 -7 -3 -8 -4 -13 -5
right_child=2 6 11 13 -6 8 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.29346109144931626 0.29255083497290008 0.26811622586698441 0.082721834132385375 0.019918959204853197 0.0022420364054766481 0.20730300928586184 -0.058717872462553146 0.15189674116866483 0.087881897789840555 0.075567128319931565 0.05939737728592244 -0.089419025192728555 -0.070749540970982669 -0.075168730715557602
leaf_weight=9429.2942826896906 884.21504965424538 300.51795393228531 144.14939443022013 382.92137561738491 2487.6440095901489 1348.8605462163687 4042.1989642754197 1200.0942710936069 1291.1100264042616 496.43035438656807 508.53057911247015 25371.046046942472 14996.669291183352 3202.0212118923664
leaf_count=40048 4314 1193 530 1115 10929 4683 5826 4733 3794 1279 1379 96575 41661 5762
internal_value=0 0.174757 -0.0692361 0.00448349 0.0783708 0.251897 -0.0166533 0.277478 0.148899 0.148175 -0.0455188 -0.0818954 -0.0824833 -0.0650121
internal_weight=0 18617 47468.7 6956.8 3371.86 13269.4 5347.68 10629.4 2639.97 796.948 4550.73 40511.9 40367.7 3584.94
internal_count=223821 62935 160886 22120 15243 53258 9677 44781 8477 2472 7205 138766 138236 6877
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=94 63 193 181 103 158 179 94 193 136 136 4 169 177
split_gain=167296 10110.7 8095.92 4050.26 1639.15 1338.2 1386.96 1284.11 1217.18 1042.04 633.006 631.833 509.308 465.565
threshold=0.053940921713588282 0.19133103395666703 0.23794871064440171 0.047126754691876917 0.22432177827473113 -0.011276155349339177 -0.17538101603860889 0.032126859335940679 0.038297048791674428 0.13590837853729568 0.10174870461507073 -0.0030435758383719519 0.42844259086670833 1.3172740641914271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 10 12 6 -3 -1 -9 -5 -2 -6 -4 -7
right_child=1 5 4 9 11 13 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.099662279835952619 -0.062061352722760157 0.097272251935890147 -0.05621174521426206 0.059375899166249628 -0.021247316974125071 0.067605283855791676 0.2144132208819034 -0.074369062619763004 0.040635461054090029 0.15254405411397567 0.033426477957254196 0.075365238958004857 0.01558940197332025 0.18743381149148508
leaf_weight=62869.239465281367 1485.514823153615 1052.5515222549438 3108.9679553806782 1634.0545678734779 864.40251921117306 915.6205957531929 25452.212548956275 4009.6401725709438 1194.4360543787479 4524.167688369751 1303.3553941249847 3120.9238532930613 1448.0436591655016 502.00138920545578
leaf_count=165309 2349 807 8386 2068 1878 1368 19662 6732 1615 4337 1459 4535 2857 459
internal_value=0 0.175055 -0.0841955 0.0825443 0.00756895 0.204698 0.209761 -0.0957108 -0.0479733 0.127822 -0.0174359 0.0544103 -0.0333961 0.110038
internal_weight=0 36869.5 76615.7 8947.09 8542.34 27922.4 26504.8 68073.3 5204.08 6158.22 2788.87 3985.33 4557.01 1417.62
internal_count=223821 32509 191312 10213 17656 22296 20469 173656 8347 6405 3808 6413 11243 1827
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=167 92 87 184 140 63 157 105 15 95 197 90 127 7
split_gain=26070.8 5577.91 6196.89 3990.15 3298.62 4721.13 3047.97 1785.11 826.386 814.082 595.606 515.583 386.75 355.815
threshold=-0.077258443455408277 0.0014680449957241689 0.23192336139306216 0.091674839859045731 0.0029692104136721542 0.19133103395666703 -0.077865423869065156 3.0607805811305098 1.4767466032581762 -0.023552072695167323 0.22819924712295933 -0.0009253728951773083 0.36775787153253747 0.26965106571694514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 10 6 -6 9 -9 -1 -2 -4 -7 -12
right_child=4 2 11 -5 5 12 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.23287577209169014 -0.082392013175980272 0.18124556976758754 0.20559099231385813 0.074005182335797143 0.11588549023667989 -0.079532882701106131 -0.028207159770706439 0.037833294616862446 -0.028303001199750447 0.050706169193514589 0.06622316646446684 -0.054074530165598794 -0.018855113472211745 -0.044723865968630983
leaf_weight=488.83786986023188 20634.064885638654 8358.4267570897937 79.367162391543388 5931.8059183806181 3293.3072387352586 5922.9115153178573 2648.6512674540281 3168.4671499207616 4679.8153128102422 492.41813781112432 348.09975684434175 2092.0549638569355 1276.8987113013864 1704.4151747897267
leaf_count=1133 93594 18691 73 14906 7493 11285 14833 18081 29703 2261 978 3636 2678 4476
internal_value=0 0.0784198 0.112814 0.136731 -0.0541879 -0.0143213 0.0516556 0.0142961 -0.00160281 0.141459 -0.0772817 -0.0445836 -0.0687716 -0.0259076
internal_weight=0 25291.2 16461.7 14290.2 35828.3 13141.8 5941.96 8829.54 7848.28 981.256 22686.6 2171.42 7199.81 2052.51
internal_count=223821 88484 37306 33597 135337 36289 22326 51178 47784 3394 99048 3709 13963 5454
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=156 67 157 55 157 52 14 41 55 36 161 10 116 158
split_gain=29348.9 51766.7 8510.97 5818.75 3532.55 2742.37 1560.62 1337.78 986.934 820.065 618.623 495.02 491.333 442.355
threshold=2.0092509994889856 0.12398729870638696 -0.11788202886402104 0.026475610766873544 0.039596317657522966 0.24792061987647959 0.032223358444925652 0.078586969738290907 0.15824866234786114 6.7434394517100307 -0.15109954023991826 -0.16402089546312792 0.2915925512621737 0.0071504596117620651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -4 6 9 13 11 -8 -3 -2 -6 -7 -1
right_child=1 5 3 -5 7 12 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.079545154731304815 -0.039400936899751222 0.078999914765879781 0.20444681491265257 0.073841385098807555 0.027742875357099073 -0.042248150498045513 0.065600190466949912 -0.031300851656027813 -0.058741272478521983 -0.014638548904208066 0.052986241327630579 0.18643869593063209 -0.084101958143669789 0.00068552997546774113
leaf_weight=32839.733524546027 1789.4864228069782 1168.3991110026836 16756.80470661819 4283.1188791841269 263.83355864882469 3547.6661944687366 1272.6825953722 723.26261204481125 1280.7271796315908 4687.532915353775 1218.1440471112728 770.84699554741383 13395.376121908426 701.89866784214973
leaf_count=76931 8309 3357 58405 12115 814 8127 3478 1615 2638 10800 4185 2568 28631 1848
internal_value=0 0.0530116 0.155366 0.177859 -0.0653874 -0.0549487 -0.0721291 0.0730379 0.00323359 0.00404457 -0.00198248 0.145973 -0.0753383 -0.0778662
internal_weight=0 46846.5 24047.6 21039.9 37853 22799 36095 1757.94 2553.41 5855.93 3007.63 1034.68 16943 33541.6
internal_count=223821 133929 83014 70520 89892 50915 84895 4997 6116 14157 12494 3382 36758 78779
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=34 100 115 34 129 193 115 166 193 45 76 12 176 13
split_gain=126739 15924.3 5928.39 4792.18 2469.71 2427.26 2239.66 2073.69 1856.65 1248.83 835.915 655.584 636.471 2566.5
threshold=0.11440279438472135 -0.00088673327852001403 0.085763425199476009 0.02537307426818692 1.0159987727760276 0.018282233275857065 0.047275379931096824 -0.064709002903358709 0.36794141350482407 0.096250857450671093 -0.16437506639376911 2.9217956787202066 0.19641790832542486 0.07374667900202482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 12 6 7 -5 -3 -4 -2 -6 -7 -1 -14
right_child=1 5 8 4 10 11 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.10414067714657556 -0.031587576352237981 -0.06071493286558427 0.16073058091192921 -0.066039811316695257 0.048579168146664083 -0.064550758781608791 0.093084606870155448 0.13921710916052324 0.021755103369606937 0.082081282315279669 -0.071430057830796992 0.0037235684207569371 -0.096264796204175399 0.051247620214022717
leaf_weight=47859.699435338378 1864.9754860252142 743.52041643857956 37408.581151261926 1372.5722402334213 632.49981127679348 3776.100486561656 2487.588330462575 1716.2578678578138 986.64156655967236 2006.3535807579756 7047.2109872400761 2241.1245109438896 8880.0688735544682 1360.1161436587572
leaf_count=117393 5495 1565 45079 4884 1183 4735 4475 2115 1263 3720 16678 2965 9243 3028
internal_value=0 0.120179 0.145267 -0.0876083 -0.0287477 -0.00490922 0.0365041 0.0787834 0.157159 0.0273224 -0.0615461 -0.0391219 -0.0992993 -0.076672
internal_weight=0 50743.6 42266.6 69639.8 11539.9 8477 3860.16 2459.78 38395.2 3871.33 7679.71 6017.22 58099.9 10240.2
internal_count=223821 66937 55557 156884 27220 11380 9359 3680 46342 9215 17861 7700 129664 12271
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=161 73 157 94 136 161 115 13 162 157 195 139 94 170
split_gain=59503.8 17130.8 4477.46 3006.81 2813.94 2734.8 2119.85 1601.6 1539.88 704.177 436.54 364.423 943.899 114.297
threshold=-0.147718338766582 0.14284647095908989 -0.053624359602896333 0.020307065864131505 0.029777169259174473 -0.063133597723902077 -0.005007767304282435 -0.16245737923006198 0.093416222106502536 -0.11788202886402104 0.80438896912951841 0.022144898467005857 0.02838351550823516 0.92690850240087463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 7 -2 -4 -3 -5 -7 -13 -8
right_child=5 3 8 10 -6 11 13 -9 -10 -11 -12 12 -14 -15
leaf_value=0.24138626870227681 0.13812901206926564 0.12842558350937014 0.19040116229957713 -0.060332750459540209 0.13759549703006388 -0.087591031909838468 -0.06618611654573521 -0.0082269159105546781 0.018484151473348944 -0.030390448481630757 0.027631361992065225 -0.01541100640616899 -0.081074840164063106 0.033110096868018753
leaf_weight=9492.5392235442996 1232.3686342164874 1602.716696202755 730.98218340426683 3931.37926312536 3603.8465063273907 23455.221094854176 3514.151494666934 1901.2318594306707 1813.846850477159 338.07738921791315 658.70018453150988 2809.7705396935344 9910.7969748899341 119.8777749761939
leaf_count=35337 4257 4658 2885 6072 10177 98459 9241 9144 6431 1041 1579 14397 19791 352
internal_value=0 0.132442 0.18924 -0.00358829 0.212825 -0.0692846 -0.0109395 0.0493313 0.067866 0.100761 -0.0477094 -0.0801996 -0.0665707 -0.0629106
internal_weight=0 22172.1 15641.2 6530.87 13096.4 42943.4 6767.63 3133.6 2544.83 1940.79 4590.08 36175.8 12720.6 3634.03
internal_count=223821 68180 54830 13350 45514 155641 22994 13401 9316 5699 7651 132647 34188 9593
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=94 196 87 136 82 181 182 158 136 91 94 136 195 196
split_gain=129453 7472.1 6709.6 3219.87 2357.96 1043.72 943.435 751.744 705.965 693.417 508.682 498.648 399.283 323.801
threshold=0.053940921713588282 0.072107080392673814 0.18575861070998159 0.10174870461507073 0.24120450862716966 -0.0097569935857730085 0.043340632133348246 0.042560420551398262 0.14452531378319725 0.040845873894584404 0.031085153667805482 0.26733049648384594 0.22361363844707632 1.2414462275415759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 9 -5 -2 11 -6 -3 -1 -4 -12 -9
right_child=2 4 7 5 8 -7 -8 13 -10 -11 12 -13 -14 -15
leaf_value=-0.098295605371612679 -0.059120049019740828 -0.05793327927541804 0.14450632164301616 0.0063302875378030326 -0.011090693962084838 0.12619187512836533 0.050174811318201631 0.028810113652453152 0.064217261588360788 0.037266208627733603 0.046782074064392942 0.18067309798375875 -0.071508887822724104 0.14737423878244965
leaf_weight=53661.243318676949 1612.8947486579418 7046.4581500887871 4579.6629501730204 809.68878556787968 1916.7297947704792 7069.345195710659 1547.6180896162987 503.12340204417706 3550.9234308600426 858.30834402143955 305.65019845962524 22748.123473852873 4296.2911166548729 424.84333977103233
leaf_count=153253 2475 20133 3735 888 3681 6177 1898 730 4818 1428 380 16172 7619 434
internal_value=0 -0.0800866 0.145778 0.0796696 -0.0126728 0.113874 -0.0056013 0.171606 0.0378175 -0.0475964 -0.0955593 0.174612 -0.0636523 0.0830913
internal_weight=0 71635.6 39295.3 11039.5 13372.4 7879.03 3160.51 28255.8 5467.65 7904.77 58263.2 27327.8 4601.94 927.967
internal_count=223821 191312 32509 11438 30060 7065 4373 21071 8499 21561 161252 19907 7999 1164
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=167 110 87 13 87 110 24 118 123 87 165 197 130 165
split_gain=21014 4341.79 4092.2 3192.19 3759.58 2387.25 2229.78 2197.33 1390.21 873.947 810.081 412.205 316.292 283.879
threshold=-0.077258443455408277 0.1772815726621674 0.18575861070998159 0.025494208653937509 0.16059602395139344 0.069806340803594116 0.030239405239798112 -0.091908053765223013 914.50000000000011 0.0039601222120292691 0.10377121758730544 0.81463367728100888 0.35402983118048709 0.12408005607479923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 5 -2 8 -3 -1 -8 -4 -5 -6 -13
right_child=3 2 10 11 12 -7 9 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.023993479583956877 -0.039674671612386456 0.18088813476053706 0.30674499907914671 -0.080916128133096621 -0.077177776837961565 0.080327375151437522 0.3571893303330681 0.094202915425109543 0.14131599464310815 0.071869360752652808 -0.033335862880837772 0.18068931317188996 -0.027130648947723358 -0.023948640479926005
leaf_weight=6803.8052085638046 2631.5834009945393 4529.5664495676756 72.407069593667984 18470.246757887304 5714.5376233235002 4479.781599201262 110.20048877596855 8250.5952244699001 549.83850154280663 4157.1057728454471 2145.1783793568611 77.045631296932697 1620.9873539879918 564.24898374825716
leaf_count=40692 12447 7310 79 95262 11948 10272 178 20563 1465 14396 3801 176 3593 1639
internal_value=0 0.0676163 0.103167 -0.0513643 -0.0158907 0.0359202 0.0217353 0.124926 -0.0116331 0.0792376 -0.0222318 -0.0781796 -0.0661185 0.000636722
internal_weight=0 26618.7 14997.7 33558.4 14446.9 7111.37 11620.9 12780.2 7353.64 4267.31 2217.59 19111.5 7335.52 641.295
internal_count=223821 88484 31753 135337 38260 22719 56731 27873 42157 14574 3880 97077 15541 1815
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=19 139 46 158 115 167 160 158 115 115 1 67 84 102
split_gain=27396.2 14631.9 9749.55 4476.22 12166.8 2889.84 2217.58 1510.87 1014.64 904.338 701.306 655.981 495.457 237.722
threshold=0.11762522962051465 0.21876626736165397 0.083155448004759894 -0.039029259459501565 0.14182680714517024 -0.17641095999239262 -0.22167573028752549 -0.028980365152830378 0.29241712219399663 0.17608204865536994 -0.062958355138067509 0.22012087130491678 0.064086952534041661 0.41016692795484672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 5 -5 -2 12 -6 -4 13 -12 -3 -1
right_child=1 7 9 4 8 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.062179623251949784 -0.024339370152418639 -0.0096107005111772739 0.071812533828917557 -0.042633732049365679 -0.020962689459054364 0.10240028632623931 0.17067440794934521 0.082247054175044229 -0.077259777206460337 -0.033124283055438235 0.017306048788596363 -0.071043641263747459 -0.073370763477132825 -0.08155868589337735
leaf_weight=11436.117996931076 606.58459617197514 1647.4108996093273 1101.6250074207783 1652.2094895541668 4334.0105483233929 8153.882818967104 15066.772828519344 891.79172056913376 12250.598366960883 3226.7732080966234 1780.5658991336823 1591.5876020863652 4683.6043442115188 14177.234772905707
leaf_count=48200 1684 6331 3138 4866 10416 23516 47787 2282 28383 7582 5937 3421 7529 22749
internal_value=0 0.0823833 0.126438 -0.0401335 -0.0103374 0.0779638 0.163127 -0.0396141 -0.0625478 -0.00641671 -0.0672622 -0.0243932 -0.0567796 -0.0729061
internal_weight=0 27224.6 20001.8 55376.2 26390.7 9806.09 15673.4 7222.81 16584.6 4328.4 28985.5 3372.15 6331.02 25613.4
internal_count=223821 76333 60191 147488 67181 28382 49471 16142 38799 10720 80307 9358 13860 70949
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=34 156 116 140 173 193 13 126 68 193 34 118 115 126
split_gain=101680 13276.1 5096.6 4134.23 3182.78 3150.05 2484.36 2023.94 1288.56 847.573 579.876 573.164 446.019 381.576
threshold=0.09779465984624551 1.93922175984538 0.11620716255692858 -0.12338743019922783 0.13369628840009723 0.33085836327289814 0.092061790086476483 0.91048423033104342 0.074423797675735828 0.098412064601639912 0.022123209211586125 -0.037346137332077714 0.02594681868016362 0.90259392768442381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 4 12 -4 11 -6 -3 -8 -5 -2 -1 -12
right_child=1 2 5 10 7 -7 9 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.098612138468549534 0.023147592194036254 -0.018087351056290051 0.14129946824376893 -0.098934522148623014 0.11015847116116187 0.017420069982384195 0.12754359455358458 -0.041517100781254451 0.075099499103236933 -0.026681554987105477 -0.023623303250476221 -0.073444200170492566 -0.02220905278575739 -0.081090553266546142
leaf_weight=2962.2877855300903 709.76015396416187 2533.2902060747147 37656.129385143518 49612.798930540681 2219.830541819334 2171.0178057998419 1147.6809006929398 1457.3393605351448 3582.0350866466761 516.80325742065907 1572.8853054940701 4568.8239236623049 1029.6464095115662 4353.2949945926666
leaf_count=12909 1095 7399 44272 116051 3978 2753 1499 2680 6234 580 4339 6602 3216 10214
internal_value=0 0.102018 0.121495 -0.0858995 -0.0170758 0.134547 -0.0268662 0.0500463 0.0364966 0.0796585 -0.095403 -0.0604564 -0.0789054 -0.065838
internal_weight=0 52885.5 45942.5 63208.1 7669.1 39827.1 6943.07 3677.17 6115.33 1664.48 55539 5278.58 3991.93 5926.18
internal_count=223821 70434 60658 153387 22783 47025 9776 6658 13633 2079 130604 7697 16125 14553
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=160 73 167 91 116 2 137 78 160 146 65 139 91 73
split_gain=47348.4 12875.5 2773.32 2561.18 1811.93 1732.22 1426.86 1231.42 1192.84 664.725 404.034 303.826 539.267 116.65
threshold=-0.14693190013235186 0.12530622973963582 -0.077258443455408277 0.023794865967985874 -0.0085750727792537097 0.018567166024664947 -0.0027774411907083682 0.11421713155374257 -0.34425362555731004 -0.2135555065610302 0.037978576961032816 -0.020933874120427857 0.046281427867253137 -0.026716661503026647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 7 6 -1 -2 -7 -3 -5 -4 -13 -6
right_child=2 3 11 10 13 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.18979170376029664 0.078823056962511795 0.15003861334755619 -0.087071337529414872 0.035283135144897997 -0.018051241429753128 0.28554016433501195 0.12756691127564485 -0.062865020499095467 0.0068992835698025281 0.035303561249908952 -0.051215897703063111 -0.035687623535105906 -0.080860258676228994 -0.071299580860634912
leaf_weight=9790.6504256054759 2488.0184428393841 1003.0237975716591 20514.690482273698 614.00524209439754 489.38008076697588 178.41289255023003 5909.3927569910884 814.10441104322672 1106.2943249121308 1016.877122297883 4480.4222031757236 3771.100638769567 8832.2229710966349 2582.1229653134942
leaf_count=32619 11930 3057 94151 1512 1748 745 16298 1562 3997 2519 7507 20339 19541 6296
internal_value=0 0.109929 -0.0679385 -0.00300986 -0.00753161 0.157235 0.166371 0.0438913 0.0455954 0.0922776 -0.0407906 -0.0795639 -0.0673439 -0.0628156
internal_weight=0 24099.1 39491.6 7114.33 6373.63 16984.8 15700 3302.12 1284.71 2019.9 5094.43 33118 12603.3 3071.5
internal_count=223821 68254 155567 14595 21536 53659 48917 13492 4742 5576 9019 134031 39880 8044
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=87 95 63 184 189 184 108 173 184 92 89 160 14 136
split_gain=100444 9508.53 3508.03 2529.15 1544.24 1398.4 822.816 706.476 683.752 514.474 495.928 511.864 431.649 395.562
threshold=0.10218246300187332 0.16971473402446338 0.24691435694197292 0.045612929903001607 38.500000000000007 0.12087520175598261 1.6025119301041697 -0.119727421105328 0.061881812770770254 0.02153617897640675 -0.0026218250601678619 -0.2422539424007053 -0.0080198231217586055 0.14452531378319725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 8 -1 -2 -5 -3 -7 11 -4 -12 -6
right_child=2 4 10 7 13 9 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.092640172154505804 -0.079827124594220353 -0.057504993611134737 -0.12443094370927499 0.028316096456576914 0.00038125009506743989 -0.077409358859759747 0.036829142492231966 0.1229226865690931 0.010893130868198504 -0.020281711779925847 0.15470945718984314 0.15149853051329551 0.10780248950790774 0.086513030899660642
leaf_weight=52576.656282871962 854.17143259942532 2152.5463257431984 133.48851275444031 892.64527913928032 654.12404602766037 2661.2310675233603 2069.5740023255348 6819.2725356370211 4552.8209079653025 3867.2113171368837 24859.644031181931 135.44289897382259 2129.8849043697119 2884.1774183958769
leaf_count=161386 1591 3339 58 748 1095 8945 2176 6040 7461 8094 17087 124 2047 3630
internal_value=0 -0.0718047 0.130656 0.0819464 0.0171404 -0.08722 0.00274805 0.111972 -0.0110639 -0.043569 0.149661 0.0145364 0.151008 0.0705899
internal_weight=0 69348.8 37894.1 10635.7 10243.7 59105.1 2923.75 7711.92 6705.37 6528.44 27258.5 268.931 26989.5 3538.3
internal_count=223821 193950 29871 10555 15525 178425 3767 6788 10800 17039 19316 182 19134 4725
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=166 96 94 13 63 193 156 24 157 167 154 157 126 69
split_gain=18746.2 3853.73 3637.65 2583.69 2785.3 1672.09 1501.72 1196.52 1112.32 897.449 795.865 355.765 258.598 255.529
threshold=-0.080698180515258053 0.012171621227073945 0.1075447087019676 0.029830585840062877 0.19133103395666703 0.047540075979979689 2.3560850611725654 0.061501736108837808 -0.2610975252812851 -0.36593856553472298 -0.1105447756177628 -0.25790122928343212 0.95704030644907256 0.039349975229227098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 6 -3 -2 8 -1 -4 -9 13 -6 -5
right_child=3 2 9 11 12 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.067237931454033659 0.061423696458885561 0.14674818920286081 0.2227375532557157 0.17260132604248937 -0.072637328688073988 0.074968185011181229 -0.030274317546554266 0.1893067251692373 0.01845830480085156 -0.0079890810106316608 0.04614161627625555 -0.077320467717517438 -0.0085744583568922415 -0.052172487872730357
leaf_weight=1968.7195618450642 4357.7356635481119 7636.5795717090368 177.2380238994956 97.461406610906124 5845.2318891435862 5643.6252050921321 3026.1932765245438 536.10422230511904 6566.6319394931197 3452.3232251852751 1408.3872526437044 17546.49398278445 706.23343542963266 105.13508785516024
leaf_count=13242 9370 11884 175 171 13305 11410 13921 1405 36468 5977 6263 98161 1777 292
internal_value=0 0.0624672 0.0919967 -0.0504964 -0.018269 0.116244 0.0238426 0.0148198 -0.00130794 0.00327772 0.0856128 -0.0757992 -0.0657315 0.0559576
internal_weight=0 27389.6 16909.8 31684.5 13935.4 13280.2 7383.93 10479.8 8535.35 3629.56 1944.49 17749.1 6551.47 202.596
internal_count=223821 86824 29446 136997 38373 23294 23291 57378 49710 6152 7668 98624 15082 463
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=19 156 67 156 67 13 160 169 112 52 158 16 158 14
split_gain=21997.2 13791.8 7852.01 4335.1 8930.42 2381.76 2072.12 1328.27 923.111 818.974 688.76 655.724 403.95 234.664
threshold=0.083400609035468046 1.9223131901909207 0.10405867507863079 1.93922175984538 0.17258811190019283 -0.00784528979519321 -0.21795566454409118 0.076874034597280524 -0.16990671803355409 0.26519513117216403 0.026684251413435257 0.63682459213192477 -0.011276155349339177 0.075726145353591304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 10 6 12 -5 -3 -4 -6 13 -7 -2 -1
right_child=1 2 8 4 9 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.078113975968339536 -0.066954930862652126 0.15187370663640135 -0.048023672582347271 -0.045428367237049128 -0.020149003467014988 0.11167846644818143 0.073284372262593253 0.066054151263900171 0.042663336237296873 -0.076079292884011884 -0.00094113647826608296 -0.027478180617123784 0.033834633225068501 -0.021985366372714397
leaf_weight=21322.621385216713 6933.876110047102 15011.401755064726 2458.6055678725243 1741.3696501925588 3387.1439741253853 1177.6925387829542 9447.3705914095044 2049.7543170303106 2065.3445266485214 11529.827536135912 1288.5769720375538 475.27564236521721 421.83719809353352 771.82747268676758
leaf_count=59952 15694 47374 6062 8212 8260 3420 27642 5431 5289 29391 3311 897 934 1952
internal_value=0 0.0671298 0.110506 -0.0407359 -0.0127249 -0.0368002 0.0548084 0.141563 -0.00662182 -0.0633794 -0.0720085 0.0716669 -0.0611748 -0.0761532
internal_weight=0 30593.8 21585.1 49488.7 26105.7 9008.68 11188.7 17061.2 4523.95 14917 23383 1652.97 7355.71 22094.4
internal_count=223821 85101 64156 138720 73505 20945 35854 52805 11351 37651 65215 4317 16628 61904
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=124 67 52 13 184 115 138 193 2 69 139 67 190 173
split_gain=84417.4 10274 7277.48 3863.19 2318.46 2102.45 1664.31 1362.06 603.408 547.452 450.612 741.811 182.493 147.352
threshold=-0.10091311526956705 0.067421825925464321 0.12718507776155605 0.07374667900202482 0.70060753468547043 0.02594681868016362 0.29259464113565009 0.050297221362539508 0.042185234758559877 0.032909122427016567 -0.024038752632103224 0.053194012595011907 1.637521898391465 0.21385044243645521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 9 6 13 -3 -5 -7 -4 11 -2 -6 -1
right_child=2 4 3 7 12 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.085891161056838305 -0.092773688267612689 0.12344900925618657 0.036972921968071608 0.10059632106179502 -0.0035050809829759496 -0.034580694206583502 -0.0093634473118001226 -0.017737769748696491 0.056803692252301155 -0.066500531724697595 -0.096800970010031684 -0.032972372214638036 -0.09384476299318735 0.12865756582008889
leaf_weight=2797.2442194223404 6109.1298908442259 39978.712079614401 567.6878015846014 3335.9207548797131 597.06250143051147 997.36888772249222 966.33600854873657 1373.0559307187796 2622.2509727776051 5149.042198702693 42955.036636993289 3140.6969447731972 357.49633298814297 32.38191145658493
leaf_count=11740 27860 48918 925 5061 679 1871 1348 2011 5633 7616 102695 7064 336 64
internal_value=0 0.0986376 -0.0772564 -0.000978213 0.116723 -0.0188593 0.120315 0.0660922 0.0316232 -0.0562253 -0.0924897 -0.0724687 -0.0373386 -0.0834359
internal_weight=0 48348.9 62630.6 10425.7 41899.6 6449.25 40945 4708.98 3619.62 5716.73 52204.9 9249.83 954.559 2829.63
internal_count=223821 70589 153232 15613 51281 19308 50266 7072 7504 8541 137619 34924 1015 11804
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=167 94 115 160 104 115 14 167 0 158 180 139 72 170
split_gain=38026.3 10371.2 1803.16 1758.78 1451.99 1296.3 1096.42 1042.24 531.178 520.537 387.695 169.851 345.429 140.354
threshold=-0.13693185813903094 0.021240625678972523 0.011936543248717544 -0.046030954833854672 0.17688240701451438 0.0056802535650784195 -0.11652094924398397 -0.25325748223571704 5.071614384777674 -0.099259501419099269 61.318607764390904 1.0000000180025095e-35 0.1837021352994464 1.172501944475985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 9 6 -2 -1 -4 -3 -6 -5 -13 -7
right_child=3 4 8 11 10 13 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.15352113233879711 0.098036960946938048 0.098252188326099124 0.071198215181071639 -0.085971812777788481 -0.057586836883432392 -0.06727563499759176 -0.025574588144240532 0.10267102486252144 -0.036309310006432748 -0.015850165090915264 0.039570344641655986 -0.019468307292877796 -0.076566908056748054 0.035499374177832207
leaf_weight=11484.493303872645 1242.4724254906178 1129.4841222167015 2039.2188504263759 18144.411037534475 4381.1091042906046 3390.5023331195116 1698.4770955815911 6210.38609392941 593.29186035692692 618.89671466499567 453.20126483589411 1200.9857261329889 8994.7026272043586 138.29678320884705
leaf_count=34366 4263 2934 4923 92798 7397 10289 9429 19688 1657 1314 1167 7202 25978 416
internal_value=0 0.0888585 0.124186 -0.0694287 -0.0202343 -0.0223839 0.026648 0.135674 0.0469691 0.0578619 -0.0484787 -0.0801686 -0.0698411 -0.0632478
internal_weight=0 26910.1 20327.4 34809.8 6582.69 6469.75 2940.95 17694.9 2632.51 1748.38 4834.31 28340.1 10195.7 3528.8
internal_count=223821 73446 60634 150375 12812 24397 13692 54054 6580 4248 8564 125978 33180 10705
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=94 187 87 61 73 94 61 189 194 189 186 191 129 10
split_gain=82304.7 5410.63 3718.38 1658.51 1400.59 1016.46 718.93 752.175 604.203 569.246 521.736 481.766 470.421 469.86
threshold=0.053940921713588282 0.16306194298094437 0.16059602395139344 0.088889062478248779 0.2581676374798027 0.02838351550823516 0.26823108467242091 34.500000000000007 0.035840080107544886 35.500000000000007 25.750000000000004 -0.027894491129785391 1.0191763388538917 0.84337904125909469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 13 -1 7 -4 -7 -2 -6 -5 -8 -3
right_child=2 4 6 11 10 8 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.090544795079654308 -0.060080297777887315 -0.055524184974572843 0.015594111583268672 0.0013639739532562739 0.0019282454614983008 -0.062324722990206721 0.13946551820879294 0.11111377047730969 0.018372564535319474 0.03553926135479174 0.065224610388192147 0.089047043524907804 0.10125280203583882 0.057943913771756075
leaf_weight=46655.981956526637 1322.8017434626818 4119.7404905408621 991.89637963473797 697.75494457781315 2892.3758489340544 4538.0802549421787 21698.415876656771 4881.7161609530449 1166.2687631249428 1176.1866765469313 2368.7286489903927 6146.5423686206341 3783.3120577931404 400.40924507379532
leaf_count=159761 2217 11908 1120 749 4969 9088 14764 3722 1790 1491 3159 5267 3179 637
internal_value=0 -0.0729195 0.110022 0.0546499 -0.00464842 -0.0856729 0.126522 0.094983 -0.045826 -0.0150755 0.0304264 0.080108 0.133792 -0.0454728
internal_weight=0 62141.6 40698.6 9343.29 9781.25 52360.3 31355.3 5873.61 5704.35 2498.99 5261.1 6844.3 25481.7 4520.15
internal_count=223821 191312 32509 9724 20673 170639 22785 4842 10878 3708 8128 6016 17943 12545
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=160 93 100 162 87 140 108 81 103 115 106 157 160 193
split_gain=14292.7 2880.3 2645.76 2465.18 2120.39 1620.68 1225.8 1131.25 821.543 797.032 614.011 539.076 297.855 135.187
threshold=-0.063264070470448033 0.0013378643618533182 -0.012987401444600687 0.16268224035277676 0.23192336139306216 -0.014340342844597381 2.0502160226948054 0.41984013330263925 -0.19780635421071144 0.17096804933132134 -0.19951290573095717 -0.31760649712962558 -0.37378903302155203 0.36794141350482407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 9 5 -3 8 -5 -1 -4 -8 -2 -6 -13
right_child=2 4 3 7 12 -7 10 -9 -10 -11 -12 13 -14 -15
leaf_value=0.10438333524566204 0.47235440492056124 -0.011137385031260811 0.11847804751030409 -0.0031652988773885359 0.14692424942444368 0.094207631010001361 -0.049716860753661413 -0.063018349497153681 -0.010058341188203625 0.0052205134010571913 0.27047517095061779 -0.080542978376027557 -0.039970514670714372 -0.021579857091816229
leaf_weight=680.54608041793108 17.765824899077415 1604.9859925732017 1501.508313216269 5773.7505335956812 89.868238724768162 16210.107886493206 78.437185429036617 6969.6714088879526 8014.4154245853424 1060.0153411999345 253.28091837465763 13509.358423784375 1667.6251591742039 400.36691589653492
leaf_count=2907 25 4452 4700 24304 100 29532 369 18750 49322 2340 266 81863 3372 1519
internal_value=0 0.0528273 -0.0466056 -0.0179068 0.074379 0.084717 0.00609665 -0.0359003 -0.0011011 0.0716096 0.194763 -0.0781427 -0.0304138 -0.0788458
internal_weight=0 28599.3 29232.4 15304.9 19572.6 17815.1 9026.68 12743.4 8694.96 2561.52 331.718 13927.5 1757.49 13909.7
internal_count=223821 90320 133501 50094 37456 33984 52864 43054 52229 7040 635 83407 3472 83382
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=157 67 154 12 115 154 157 167 115 0 124 151 124 13
split_gain=17093.2 23161.4 3969.41 2379.78 1574.18 1342 1716.59 1305.13 789.302 602.491 535.082 458.757 288.721 288.462
threshold=-0.026678637624010199 0.15234755375475548 -0.019801800041460059 2.6239326625560602 0.27807154416974883 -0.060511023586153546 -0.18031808808362496 -0.19708188967344417 0.11594606405713798 3.3541766549831697 -0.079246984996395528 -0.010824382437727901 -0.088581197867739034 0.029830585840062877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 9 10 -5 -7 -4 -2 13 -3 -11 -6 -1
right_child=1 4 7 5 12 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.073119852188018516 0.065632890814025485 -0.023019523934040512 0.021261629692244034 -0.04234240680243196 -0.076855903350930385 -0.030949969580409072 0.10013209084336815 0.13238698067548993 -0.0022403724485375864 -0.05182836766248769 0.05127238722622577 0.028636287697017662 -0.023598776646931559 0.030809604084521314
leaf_weight=22689.912738025188 4237.8147962987423 4019.2652252092957 1123.5087607055902 4620.5012696161866 9926.9743015021086 1933.7480144277215 2066.8195900246501 17823.118170797825 2876.1944698616862 2193.0094046220183 1277.6576479226351 1046.7569450512528 1134.2521315813065 270.242421425879
leaf_count=62651 11206 10296 3329 12869 27801 7571 7047 53636 6883 9628 3312 4185 2706 701
internal_value=0 0.0433394 0.101883 -0.0512042 -0.0499278 -0.00563012 0.0367712 0.125797 0.0381917 -0.0662003 -0.00509976 -0.0258305 -0.0713948 -0.0718966
internal_weight=0 42418.8 26060.6 34821 16358.1 8621.07 4000.57 18946.6 7114.01 26199.9 5296.92 3239.77 11061.2 22960.2
internal_count=223821 119169 75054 104652 44115 27487 14618 56965 18089 77165 13608 13813 30507 63352
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=124 68 35 12 139 68 115 115 139 68 0 1 119 123
split_gain=69178.7 8406.11 5663.96 2188.7 2075.5 1481.17 1336.65 861.191 787.489 952.098 547.82 411.739 367.326 140.913
threshold=-0.095969611291258222 0.044140750669721153 0.084833112063690055 2.261767372847173 -0.11904078088974161 0.17391161196487906 0.050130180910739099 0.055888845307600056 -0.074513217344655616 0.065479542247113665 3.1548396685088873 0.022326499844479406 -0.0015814959945928385 289.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 10 7 -5 13 -4 9 -2 -3 -8 -6 -1
right_child=2 3 4 5 12 -7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.018337542251876088 -0.085986372013086551 -0.037285673985818363 -0.065158929560140119 0.068904743943234953 0.0071290761768798882 0.11681694596830519 -0.044665510202452616 0.062653708067696684 -0.093946493296303279 -0.003611437105700421 0.067964140452502611 0.051841951436710998 -0.060916592923806794 -0.086431316985154147
leaf_weight=345.03656260669231 3753.1038866639137 1303.0797501504421 611.14975583553314 8041.6543436944485 978.19386598467827 32645.519350811839 612.0282725840807 3836.4705252200365 41833.759655460715 2240.8605948239565 797.00590552389622 1592.0425900518894 4197.6998369544744 2549.2440078407526
leaf_count=1266 18492 1831 1882 13669 1877 38512 1159 5334 111357 4424 1046 3298 8123 11551
internal_value=0 0.0877461 -0.075005 0.102209 -0.00500739 0.107347 -0.0336312 0.0450909 -0.0890894 -0.0551903 0.0026578 0.0250437 -0.0480566 -0.0783136
internal_weight=0 47885.6 57451.2 42787.3 9623.51 40687.2 5098.35 4447.62 47827.7 5993.96 2100.09 2204.07 5175.89 2894.28
internal_count=223821 72332 151489 55058 17216 52181 17274 7216 134273 22916 2877 4457 10000 12817
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=166 78 74 166 81 157 157 159 104 126 167 183 139 114
split_gain=31575.8 8171.3 1926.88 1592.66 1061.12 2089.92 962.204 961.279 825.473 377.872 338.933 312.402 199.218 121.184
threshold=-0.14179808635611521 0.095903851991230318 0.028344002940505059 -0.058616970529922492 0.21475711058469635 -0.11452773448191934 0.094699142847760112 0.10721538349651731 0.18939002923754028 0.94724718213415315 -0.21355820975222431 1.4842206664495823 -0.020933874120427857 4.7175810167971131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 -1 -4 11 -10 -5 -3 -12 -6
right_child=3 8 7 10 13 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.1292661292983335 0.13070626375633054 0.02376439531395454 0.10491714324376106 0.057186623625535317 0.019018297481129924 -0.04125913531702597 -0.027734842906884966 0.022428659023260699 -0.063445477019598004 0.009265548747998174 -0.085152499717665267 0.17501060039914446 -0.067171518188371152 -0.069634210028944959
leaf_weight=15376.731826037169 1105.2954289242625 1195.2445969283581 2470.5345081463456 185.56451971083879 163.78888392448425 1959.8295118063688 400.52533169835806 3299.5419034361839 3464.2928537428379 900.52421338111162 16497.492073811591 154.18320406228304 9835.0748185664415 2631.7196401357651
leaf_count=44878 3738 2369 6610 617 598 10237 1692 7650 5907 2115 93215 549 36980 6666
internal_value=0 0.0790022 0.107196 -0.0670613 -0.0198843 0.0207522 0.12528 0.0577472 -0.027311 -0.0484442 -0.0774877 0.0410455 -0.0784367 -0.0644401
internal_weight=0 27261.6 21547.3 32378.8 5860.63 3065.12 15777.3 5770.08 5714.24 4364.82 26518.1 1349.43 26332.6 2795.51
internal_count=223821 71770 60830 152051 21239 13975 46570 14260 10940 8022 130812 2918 130195 7264
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=94 193 63 181 95 158 118 178 97 158 78 0 189 121
split_gain=66751 4904.9 4296.16 2583.27 1194.56 916.859 794.394 586.833 633.497 487.835 420.294 481.274 413.052 383.772
threshold=0.046033864433390408 0.072107080392673675 0.21560714331327216 0.022098276533054361 0.1250345472681765 0.042560420551398262 0.37303384499711517 -0.17622000553903008 0.50101047519312492 0.042560420551398262 0.10872364134330932 0.54998891279265738 35.500000000000007 -0.062304584181680077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 12 13 -5 -6 8 -4 -9 -1 -12 -2 -3
right_child=2 4 7 5 6 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=-0.090256141598539119 -0.055580875438398382 -0.075115253643175478 -0.057616525061603634 0.08092266073303428 -0.013381787716183969 -0.026844371586678156 0.060108011370324788 0.12084567853353989 0.10810415966307654 0.047477487650063377 0.14128058927939785 -0.057299977095103372 0.02221592467405803 -0.022576601977365982
leaf_weight=41720.861618749797 2196.3505869209766 2800.5064220279455 398.52519731223583 9305.326502814889 3844.5116691738367 862.64792822301388 2382.3872374743223 26977.301169410348 547.66160124540329 937.77187919616699 129.51239547133446 2116.6379520744085 990.12411630153656 2761.0653111636639
leaf_count=155849 3565 10875 299 7947 6887 1537 4050 19122 400 1122 120 3623 1156 7269
internal_value=0 -0.0726295 0.0940558 0.0471585 -0.0153491 0.0717797 0.0147351 0.115756 0.0383041 0.118381 -0.0879876 -0.0458499 -0.0314073 -0.0490322
internal_weight=0 55755.5 42215.7 13354.4 11788.5 10168 6226.9 28861.3 946.187 27915.1 43967 2246.15 3186.47 5561.57
internal_count=223821 188673 35148 14205 29081 9484 10937 20943 699 20244 159592 3743 4721 18144
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=160 96 169 139 63 138 110 90 48 123 63 196 130 11
split_gain=11721.2 2778.14 2180.04 2165.35 2050.28 1180.38 1058.2 992.601 859.329 706.755 682.324 340.816 214.099 207.012
threshold=-0.040444168144008037 -1.0000000180025095e-35 0.0027780458581143793 -0.014864774945334636 0.24691435694197292 0.4186087521694834 0.22546584275028395 0.0014641721744273904 20.369245725181106 1528.5000000000002 0.30712835145314504 0.4581062791580946 0.42511856210988086 -0.21259533396666772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 11 7 9 -3 -5 -7 -1 -4 13 -6 -2
right_child=3 2 10 4 12 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.029390033595320605 0.16441007326434071 0.047825409412214318 0.033727187562829525 -0.05756511125823667 -0.074833176561503054 0.044973495398896696 0.10662320499998985 0.04146688231838519 0.27428548965809441 0.11681129032639402 -0.052123202739005219 -0.020881830781994858 -0.017249265680860642 -0.077643480353262406
leaf_weight=6580.9496428444982 35.426997177302837 4532.9649562612176 7165.7082768306136 1253.5492627136409 3787.8499392047524 1748.4763880521059 9425.3577573671937 5254.6123849824071 180.2690869346261 348.13976790755987 1063.1281843557954 1178.4451957792044 778.34978680312634 13233.600144132972
leaf_count=44281 196 13813 14692 9478 10593 7715 13190 14183 418 907 2411 3681 2171 86092
internal_value=0 0.0445595 0.063461 -0.0469182 -0.0136487 -0.00278481 0.0875286 0.0223921 0.066406 -0.0220444 0.0226357 -0.07242 -0.0650175 -0.0769972
internal_weight=0 31045 22187.2 25521.8 11074.4 8857.83 13958.3 6508.16 1928.75 6929.09 8228.84 14447.5 4566.2 13269
internal_count=223821 97427 44106 126394 36425 53321 27003 23661 8133 45188 17103 89969 12764 86288
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=20 14 115 0 115 160 160 0 151 52 115 14 151 173
split_gain=12882.7 7241.28 4628.37 2987.21 5607.87 2612.85 1843.88 1479.32 966.797 695.033 415.015 393.609 238.812 211.743
threshold=0.07270600519299375 -0.078977080286345647 0.1198696881974379 2.9645186578746689 0.20785351634573587 -0.21042375380802694 -0.19488802069808411 3.2898470874355468 0.033126904321349432 0.17011494464454957 0.39172006141606458 0.011846328392121691 0.091998961800038026 0.39036575105874122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 11 5 -5 -3 -2 -9 -4 -6 12 -1 -13
right_child=1 2 9 4 10 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.07839110794029408 -0.061246281081386494 -0.024812859366293637 0.043693081555756241 -0.055096883416607748 -0.036355399623901594 0.050882660956074625 0.11351543488170218 -0.030567097529823631 0.09607608083557051 -0.02937673847208197 -0.075558901033122849 0.017876730150509317 -0.050929705108190483 -0.062725592594774546
leaf_weight=11416.539821051061 5386.6506752446294 1025.0115063041449 2148.7934313565493 2916.6687643826008 4026.373562656343 11493.508739843965 16091.631604410708 1201.0338043048978 1210.1914176419377 3302.3325769901276 8199.0959164500237 808.71895581483841 4382.2833875641227 545.94398344308138
leaf_count=36766 13567 2796 5283 16316 11252 32924 48284 4710 3867 9137 24643 2177 10878 1221
internal_value=0 0.05097 0.0796752 -0.0337916 -0.0128315 0.029432 0.105232 -0.0321054 0.032995 -0.000573158 -0.0626475 -0.0663382 -0.0707739 -0.0146069
internal_weight=0 30365.6 22567.8 43789.1 26635.6 14410.2 17116.6 7797.88 2411.23 5451.13 12225.5 17153.5 15798.8 1354.66
internal_count=223821 87644 65500 136177 85135 49240 51080 22144 8577 14420 35895 51042 47644 3398
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=124 115 52 44 14 139 193 193 158 115 139 116 139 78
split_gain=56806.6 6704.46 5111.33 2406.38 2309.63 2114.64 1013.78 983.427 794.139 646.279 468.275 553.448 367.728 366.124
threshold=-0.088581197867739034 0.10763346920451257 0.14252555538570141 0.098077486834953445 0.036344779909349902 -0.058042432704940909 0.54052103427018638 0.053224575226349199 -0.10802226306061717 0.0056802535650784195 -0.044505527693737501 0.023596716732236674 -0.11382879088295707 0.021253486138244612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 9 13 6 -3 -6 -7 -1 11 -2 -5 -4
right_child=2 5 4 12 7 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.084074763138431541 -0.087589783485992875 0.10654372958790084 0.022088968649264303 0.070790232693809241 0.085729432623613225 -0.027574891811346664 -0.0048076221874938851 -0.013025586065971193 0.061258939587637368 -0.010744286251394349 -0.091616241744121252 -0.03083816198308752 -0.037230670440854777 -0.066617794940343852
leaf_weight=2535.1896768510342 4039.1626531779766 33597.107856571674 533.2935004979372 3121.1986957043409 2709.6711621284485 1536.759788364172 838.01609919965267 1606.0583922863007 2915.5276102274656 2285.1864331662655 36742.454028658569 2990.7330243587494 350.53968098759651 3648.2877954095602
leaf_count=12370 21559 42562 928 5527 4103 2007 904 2359 3968 6713 106043 7952 929 5897
internal_value=0 0.0780415 -0.0733142 -0.00359361 -0.00233983 0.0954488 0.103834 0.0489787 0.0305969 -0.0493111 -0.087092 -0.0634459 0.0598834 -0.0553047
internal_weight=0 47179.5 52269.7 8292.11 8497.31 38887.4 34435.1 4315.73 4452.29 4820.38 43772.3 7029.9 3471.74 4181.58
internal_count=223821 74980 148841 25539 13287 49441 43466 6462 5975 19083 135554 29511 6456 6825
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=166 94 167 83 166 116 157 13 35 195 157 13 72 72
split_gain=25822.2 6356.73 1541.51 1459.4 1175.94 897.743 1282.06 888.509 666.515 549.325 498.564 281.009 616.489 95.7475
threshold=-0.14179808635611521 0.019888418481477786 -0.070607975968402001 0.10198046032888659 -0.28463416055027918 0.0017358713424495806 -0.11452773448191934 0.055920467282213893 -0.19917190924018766 0.80438896912951841 -0.10100690722637086 0.0042622667656323013 0.24393897328452144 0.062335569286671146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 8 6 -2 -6 -1 -5 -3 12 -4 -7
right_child=2 3 11 9 7 13 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.051264461375858134 0.094763713651628584 0.11396289643044473 -0.011413067296278993 -0.053466632530393833 0.078005685311518899 0.31043665366810042 -0.038722252010133545 -0.05029653399564208 0.12116299637491024 0.037317550063667881 -0.011122217062493863 -0.083719118692406155 -0.074602484195171501 -0.064163642091298809
leaf_weight=228.6876620054245 1313.9744194373488 980.79881008714437 1936.3510096035898 4467.4918664321303 8789.1176920309663 6.8445276990532866 1590.3667525351048 575.06665500998497 11373.27758333087 783.3887290507555 471.98877370357513 15069.70409540087 7619.1003155335784 2194.7666305303574
leaf_count=247 3973 2647 10448 8006 23721 36 8479 1966 32070 2127 986 98724 23136 7255
internal_value=0 0.069385 -0.0648442 -0.01538 0.0964876 -0.0148385 0.0216691 0.0701265 0.117764 -0.0399224 0.0733246 -0.0752128 -0.0617976 -0.0629991
internal_weight=0 27669.8 29731.1 6703.67 20966.1 5105.95 2904.34 9364.18 11602 5250.88 1452.79 24625.2 9555.45 2201.61
internal_count=223821 71770 152051 13766 58004 19743 12452 25687 32317 10133 3633 132308 33584 7291
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=94 193 64 189 82 129 157 118 61 189 25 99 189 69
split_gain=54458.6 4693.76 3595.92 2223.21 1261.57 937.341 769.961 740.805 739.72 485.174 480.762 400.148 355.06 298.18
threshold=0.046033864433390408 0.053224575226349199 0.24525508310406549 35.500000000000007 0.40840194109212463 1.0197944752582206 0.043801503108335589 0.49174893918386187 0.31556758183407252 25.500000000000004 0.39019076115054269 0.62548682062784988 35.500000000000007 0.15483444133922758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 9 7 8 -5 -3 -4 -2 -7 13 -6 -1
right_child=2 4 5 6 12 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.089049603800317956 0.065005518103466581 -0.051410468696520654 0.071225523414794475 0.075660270459012358 -0.0077591678288213162 0.023293078227238913 -0.054116540950907524 0.014406077035687399 0.11443038957074801 -0.051743524193877947 0.093734869854924796 0.25943116531182248 0.061325952155539681 -0.052688864544194663
leaf_weight=36731.514664523304 407.39665667712688 6881.200573630631 4780.9649853408337 5724.42254114151 1141.8420049101114 2165.3463467806578 496.8459497988224 2275.721142962575 23156.729966700077 2818.8151234388351 1753.4604396820068 33.405376955866814 2134.7774568200111 2402.8827820494771
leaf_count=152006 264 21365 3758 5203 1882 2125 1020 6245 16765 4520 1493 29 2824 4322
internal_value=0 -0.069529 0.0845441 0.0303627 -0.015999 0.100612 0.065296 -0.0350534 0.107037 -0.0370008 0.0548121 -0.0865217 0.0372511 -0.086817
internal_weight=0 51601.3 41304 9447.48 12433.5 31856.5 6221.27 9156.92 27937.7 3226.21 3918.81 39167.8 3276.62 39134.4
internal_count=223821 188673 35148 11007 32316 24141 6223 27610 20523 4784 3618 156357 4706 156328
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=166 96 87 100 119 159 103 161 102 169 39 56 166 96
split_gain=10695.9 1946.48 1789.91 1693.67 1450.21 1258.48 789.35 965.616 686.285 606.487 434.624 227.915 394.717 191.801
threshold=-0.04334386575356753 -0.00060109572024941973 0.24961705132756595 -0.012987401444600687 -0.066434606839715901 0.16679517697606169 -0.038640103417256925 -0.147718338766582 0.43295087208819999 0.13668091267686891 -0.13742061367874914 -0.25861720158762663 0.1371761266096288 0.64047857433940347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 11 -3 9 7 -1 -7 -5 -4 12 -2 -13
right_child=3 2 10 5 -6 8 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.054336267574410194 0.55600430820657831 0.099448927680019769 0.44658067992723915 0.10965183530627004 0.045347559159900561 -0.005695045336298275 -0.035087128347400409 -0.047461169298775412 -0.058229535126048018 -0.0026053783916800185 -0.039796658027385662 -0.077817815654390415 -0.085257305765635949 0.053951326498293574
leaf_weight=3459.8754476606846 15.579451184719799 7659.5999023020267 18.547496497631073 945.13868840411305 14030.111357245594 4355.8488691933453 3624.3732517175376 1275.2763901278377 5794.7402909956872 980.61186650395393 1946.9042425602674 11028.953384142369 25.004352856427431 111.58255457133055
leaf_count=18178 114 10865 23 2930 30936 20691 24760 8117 18741 2322 4539 80958 343 304
internal_value=0 0.0415145 0.0561726 -0.0475911 0.0644532 -0.021625 3.60977e-05 0.0269201 -0.0356858 0.0524893 -0.0352068 -0.0756363 0.160912 -0.076498
internal_weight=0 32014.7 23655.2 23257.5 21689.7 12076.3 8359.53 4735.15 10150.6 1925.75 1965.45 11181.1 40.5838 11140.5
internal_count=223821 97418 46363 126403 41801 44684 51055 26295 39432 5252 4562 81719 457 81262
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=156 67 154 14 115 157 55 167 167 157 118 156 36 142
split_gain=13286.9 14822.1 2246.21 2072.29 1627.42 1355.75 837.239 791.224 698.378 598.878 499.857 338.148 258.699 91.076
threshold=2.0092509994889856 0.14274095301155906 0.043231397137578925 0.0077932322749553118 0.30711443237342201 -0.16168131538376732 0.18554575541798532 -0.19708188967344417 -0.17280337335781051 0.039596317657522966 -0.0070466639212535464 1.4361109346163807 6.6394452463531266 -0.0095025560679200833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 9 10 -4 8 -2 -5 11 -3 -1 -6 -11
right_child=1 4 5 6 12 -7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.074044171190509239 -0.035869714177352879 -0.028157972157612662 -0.0015137350882807675 -0.066971554159284796 0.017590802171328104 0.10853822602911765 -0.047937425809579659 0.051945926636982435 0.068959959084285136 0.088269756012005762 0.028692978010508397 -0.04635209036289363 -0.070686270741473531 0.0040123204419573316
leaf_weight=17093.411025501788 1162.0375677347183 3339.3648721724749 1200.755621522665 456.05357789993286 344.34358152002096 16520.96122892946 1489.3330413773656 8765.5816869661212 2207.3536269888282 232.32114237546921 2880.7448356822133 5942.5661857873201 9238.5819742903113 286.48759515583515
leaf_count=51366 4852 8678 5422 1349 1097 52093 3982 23126 5758 698 8189 26049 30472 690
internal_value=0 0.0355938 0.0797485 -0.0530246 -0.0416601 0.101082 0.0121081 0.041667 0.0456845 -0.0645075 -0.00182836 -0.0669005 -0.0675142 0.0417426
internal_weight=0 43452.4 27649.3 27707.5 15803 17721.7 4152.74 9927.62 2663.41 23554.8 6220.11 23036 9582.93 518.809
internal_count=223821 133929 85493 89892 48436 57515 11089 27978 7107 78803 16867 77415 31569 1388
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=34 156 116 124 14 184 66 173 184 124 192 124 179 170
split_gain=47305.3 6221.19 2703.58 2592.36 1477.66 1443.73 1078.16 955.011 2024.57 811.519 523.129 489.129 365.637 158.302
threshold=0.090161173669236525 2.0273295681411336 0.12870349698303285 -0.12486773392265872 0.15806078891372902 0.70060753468547043 5.445175598324755 0.13369628840009723 0.061881812770770254 -0.13063051520773342 18.010520252519573 -0.21179198410069552 2.0396702828415116 0.039747538768466144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 9 6 11 -4 13 -5 -9 -3 -8 -2 -6 -1
right_child=1 2 5 7 12 -7 10 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.074809692828565325 0.0037457105519138195 0.050970426346939213 0.096952157010946713 -0.090413777537882836 0.080824257578741357 -0.016520542285063746 0.084584959469392582 0.021999335739081128 -0.082617686019206757 -0.02052751738312824 -0.027255373820879333 -0.065504714989119181 -0.065633791459780946 -0.0076502702327855415
leaf_weight=1182.3797753974795 1390.1178006082773 4198.5767373889685 33332.147334590554 32368.154839932919 1398.5689898133278 1160.2804911881685 1480.8018565252423 2543.0541665032506 6785.8006770983338 2552.6595275104046 582.84048104286194 3830.2699662595987 194.12012873589993 499.13151015341282
leaf_count=5425 1799 8485 44277 123857 1962 1442 2688 5692 11382 6925 1428 7070 231 1158
internal_value=0 0.0671844 0.0818079 -0.0751309 -0.0213408 0.0931351 0.00456485 -0.0822891 -0.054099 0.0239369 0.0529976 -0.0470643 0.0629737 -0.0548744
internal_weight=0 48056.7 41243.7 45442.2 6813.08 34492.4 3745.15 41697 9328.85 6751.24 2063.64 5220.39 1592.69 1681.51
internal_count=223821 72191 61129 151630 11062 45719 10699 140931 17074 15410 4116 8869 2193 6583
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=166 94 156 166 24 81 13 92 183 157 13 167 139 193
split_gain=21210.9 5033.36 1526.88 1299.51 1262.45 805.71 1622.68 744.292 646.741 583.706 302.807 298.871 197.606 123.33
threshold=-0.13396810041157828 0.02334928404305352 2.8410008770006532 -0.052373465134513776 0.052575174588395716 0.21475711058469635 -0.091817272531739033 0.04028392863199922 1.4842206664495823 -0.10100690722637086 -0.11780664031487681 -0.19708188967344417 -0.024038752632103224 0.20210142123376981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -2 9 -9 -3 -4 13 -13 -5
right_child=3 7 10 11 -6 -7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.10547401040543003 0.095600744715076014 0.10291244592978277 0.033011241698954134 -0.058734272114585345 0.051928507371169899 -0.062081775571386055 -0.055244106408851981 -0.056718494390692646 0.044302264217029715 -0.034448666860076992 -0.053766795741028807 -0.083572875037716196 -0.063757184179014256 0.093091033340347962
leaf_weight=14472.160527810454 1360.9508627951145 746.35520957410336 777.16015779972076 83.808479808270931 6328.7102860212326 2393.500713981688 1498.176927510649 3893.3711165636778 756.94837898015976 528.36833547800779 833.24051886051893 13137.770309582353 8157.0784104019403 147.96144166588783
leaf_count=41547 4894 1950 2324 332 13900 7222 9114 7548 2108 1032 3140 91804 36465 441
internal_value=0 0.0602495 0.08192 -0.0638716 0.0891827 -0.0192761 0.0165584 -0.0217187 -0.040275 0.0459768 -0.0118887 -0.0747531 -0.0759824 0.0381907
internal_weight=0 28336.3 22411.3 26779.2 20800.9 5252.63 2859.13 5925.04 4650.32 1274.72 1610.4 21526.6 21294.8 231.77
internal_count=223821 73549 60911 150272 55447 21230 14008 12638 9656 2982 5464 129042 128269 773
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=91 95 136 180 180 181 121 129 95 91 7 181 169 188
split_gain=43795.1 5290.75 2606 1627.66 929.461 866.37 802.651 687.281 781.05 587.326 583.43 575.598 270.349 265.758
threshold=0.072615097128352471 0.1377542867041589 0.26733049648384594 36.893574297188756 41.14390896921018 0.073589608651881064 -0.20321670998435012 1.0197055775597186 0.14528968565756942 0.034636737158761588 0.055913714669422125 0.027288083415570329 3.20764429576777 0.144338164171331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 11 10 12 -5 8 -4 -7 -3 -2 -1 -9
right_child=2 4 7 6 -6 9 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.085031958144674291 -0.061996219723959946 0.1612637041514321 -0.045428753974490137 -0.031795163384114894 0.044715837681727502 -0.061196048247867112 0.07458294278523174 0.10887133828995606 0.10541316402636972 0.0098382341660388211 -0.024448790419648973 0.025602554149389285 0.24107537057691461 0.040956763746501874
leaf_weight=33630.395908556879 1696.8440103456378 173.92355841398239 348.43872059881687 792.64318346232176 3515.5155614390969 5349.1062656641006 6744.7092470675707 731.29936966300011 23137.0539701581 1487.6994888409972 6180.8970742672682 1344.4241412505507 25.440886557102203 2716.4132705926895
leaf_count=151000 3045 227 515 713 4739 21236 6183 529 17561 2685 11353 1331 55 2649
internal_value=0 -0.0621906 0.0805361 0.0384796 0.00345797 -0.0781928 0.063396 0.0970547 0.103175 -0.0457389 -0.0193661 -0.0232723 -0.0847854 0.0553622
internal_weight=0 50363 37511.8 10578.6 9870.34 40492.6 7537.35 26933.2 23485.5 6836.81 6354.82 3041.27 33655.8 3447.71
internal_count=223821 191295 32526 11272 16319 174976 6896 21254 18076 23921 11580 4376 151055 3178
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=15
num_cat=0
split_feature=166 100 110 97 69 63 23 84 130 83 184 157 56 130
split_gain=8810.38 1631.94 1532.09 1532.04 1115.9 1057.86 1033.93 997.317 885.853 695.09 676.008 324.683 199.92 179.561
threshold=-0.04334386575356753 -0.012987401444600687 0.1772815726621674 0.27628413062906304 0.28945476300223727 0.28354670485729422 0.04237199828205393 0.04195886191344967 0.68025572101053455 -0.19502651550163588 0.095176567886914198 -0.31760649712962558 -0.22101797936276971 1.0804307497483621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 7 -5 8 9 -4 -3 -1 -8 -2 -13 -7
right_child=1 5 3 4 -6 13 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.12436482836317414 0.27309925775336302 -0.0086304780345950478 0.037163933142200969 0.069331491563596637 -0.01579333434495803 -0.066023324866824287 0.070875885005818345 0.095577744935576608 0.112887249568211 -0.017511769049329058 -0.01270152410543287 0.088569696881618101 -0.07621550546149701 0.15387900339934715
leaf_weight=361.64530262723565 26.866523884236813 7306.6724667213857 4465.8382385447621 2462.5636171624064 4110.5070361793041 3598.7267436683178 3467.294309604913 8459.2926094159484 653.56522447988391 7648.862126737833 1342.4817755967379 74.170963507145643 9982.6684333942831 37.519547589123249
leaf_count=1556 26 30797 14502 3149 6448 12419 9637 11014 1367 46588 4524 798 80895 101
internal_value=0 -0.0446507 0.0377502 0.0554053 0.0160982 -0.0190668 0.0108989 0.0753948 0.00134658 -0.0111066 0.0475482 -0.0740727 -0.0750002 -0.0637543
internal_weight=0 21680.2 32318.5 19498.2 6573.07 11596.5 12820.3 12925.1 7960.24 8010.51 4809.78 10083.7 10056.8 3636.25
internal_count=223821 126403 97418 35113 9597 44684 62305 25516 32164 48144 14161 81719 81693 12520
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=15
num_cat=0
split_feature=19 157 115 0 115 157 99 157 12 154 157 36 12 153
split_gain=10499.4 6009.08 2877.24 2013.03 3387.14 1329.5 871.084 840.581 672.868 594.764 510.719 216.748 160.368 156.347
threshold=0.055746790769063102 -0.084387324144882994 0.10763346920451257 3.1222098436570103 0.27102844637662454 -0.16168131538376732 0.20759123948284702 -0.27825692085294734 2.5469536417256742 -0.079819497837031059 0.031248976839314994 9.8034327694189098 2.9927814628939005 0.064324431321626713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 10 5 -5 -3 -2 -9 -4 12 -6 -1 -12
right_child=1 2 9 4 11 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.069087473104306282 -0.070603565659204018 0.095330062630533383 -0.020859755311069185 -0.047724372560591873 -0.012028228241105356 0.030631252878067207 -0.024714632328908664 -0.032589282355036601 0.047584773015163284 0.046623895981557667 -0.020444962618394971 -0.068792185351127577 -0.010118198888072291 0.064586585576759656
leaf_weight=13636.897156439722 3179.0183453708887 16616.646125517786 3142.8649209663272 2682.8105256706476 734.65779931098223 11228.940756119788 627.28825023025274 2887.2789650037885 1642.17396068573 2234.5946795120835 654.20999170094728 7974.0169141441584 477.31714610010386 322.9987710043788
leaf_count=48914 9609 52444 9072 15009 2501 31767 1177 9263 5392 6019 1663 28508 1545 938
internal_value=0 0.0450641 0.0710473 -0.0339667 -0.0150955 0.0155208 0.0909632 -0.0311867 -0.00352181 0.00718297 -0.0622527 -0.0640036 -0.0670932 0.00766069
internal_weight=0 30329.9 22621.4 37711.8 22620.4 13911.8 17243.9 7708.47 4529.45 5377.46 15091.4 8708.67 14114.2 977.209
internal_count=223821 92976 68712 130845 77785 46776 53621 24264 14655 15091 53060 31009 50459 2601
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=15
num_cat=0
split_feature=35 139 139 125 68 106 180 12 181 181 160 48 125 114
split_gain=39614.7 4770.85 2848.18 1992.25 1775.21 1621.14 968.324 692.8 658.287 589.136 448.962 323.869 223.68 246.719
threshold=0.081173559712574672 -0.11904078088974161 -0.082285777304704724 -0.18007351766977794 0.054206072708613266 0.24771737735392305 40.445113788487284 2.1459558679512112 0.098820254012932332 1.3505203144067968 -0.11388150265198931 15.813313911598835 -0.15958916011982402 11.860603153336951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 11 8 -6 -3 -2 -7 -5 -1 13 -4
right_child=1 3 12 10 6 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.077459085928366644 0.05506079794978265 -0.022998074418135124 -0.07254085768830526 -0.077695435027703652 0.057150288831381048 0.094119590648240423 -0.058281043985611541 0.068882825885409601 -0.01818559661958967 -0.055436216893301082 -0.016110676305860296 0.0098961480351423062 -0.087028827555185817 0.048624666340652267
leaf_weight=3411.6792702078819 6973.2997457832098 1012.1244716122746 501.77140640467405 1564.866209693253 2952.7943276688457 25649.196495786309 963.98215605318546 4337.8848136365414 1488.9914022088051 266.12890954315662 4860.6502366065979 484.71508871763945 33019.934488840401 252.67931148409843
leaf_count=20982 12843 1495 1971 4582 5974 36675 1892 6508 2173 286 9396 1782 116806 456
internal_value=0 0.0613578 -0.0732117 0.00642328 -0.0188013 0.0801747 0.0287408 0.0515006 0.0421727 0.0925838 -0.031109 -0.066592 -0.0857987 -0.0319603
internal_weight=0 46153.1 41587.6 11775.5 7813.17 34377.6 3916.78 5350.01 8462.29 25915.3 6425.52 3896.39 33774.4 754.451
internal_count=223821 73958 149863 21981 30630 51977 7866 8003 15016 36961 13978 22764 119233 2427
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=15
num_cat=0
split_feature=166 74 156 94 136 116 158 74 186 145 1 188 73 1
split_gain=17609 4974.4 1515.45 927.695 905.84 577.658 957.602 992.408 415.759 394.931 275.983 144.309 189.751 113.188
threshold=-0.097141860506430408 0.16990620018716257 2.9830270201788287 0.01874294618891283 0.031452049648122427 0.005759710425939292 -0.082026128219961789 0.060549219422701299 46.250000000000007 -0.22929760637266411 -0.19126841123935187 0.60762586026322651 0.26616280632559747 0.011005072422354293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 7 -2 -5 -3 -4 -7 -13 -8
right_child=5 3 10 8 -6 11 13 -9 -10 -11 -12 12 -14 -15
leaf_value=0.092807642653568112 0.11580571039663408 0.07573521948230455 0.077448289882077498 -0.052310272425601573 0.046992801454051582 -0.080536736588944252 -0.037486133453237772 -0.038226206049017289 0.050627415198357541 -0.0048762336154115314 -0.037670332444573629 0.013421136225113026 -0.065800213812590255 -0.07821669824645118
leaf_weight=15241.775980617851 681.558564029634 1080.817644327879 245.22495985776186 4817.9341433122754 6020.1302932500839 14422.922129686922 902.74654158949852 1082.8273437507451 427.15429007634521 1388.5490205697715 1381.2779247611761 355.70016523450613 2015.555507145822 2793.6283643729985
leaf_count=44426 2935 2569 779 10610 13475 83573 6613 3581 1281 3344 5895 1624 7447 35669
internal_value=0 0.0493123 0.0727187 -0.0201332 0.0798356 -0.0675912 -0.0393375 0.0212743 -0.0439271 0.0304066 -0.0203141 -0.0767781 -0.0539166 -0.0682693
internal_weight=0 30602.9 22888.4 7714.46 21261.9 22254.9 5460.76 1764.39 5245.09 2469.37 1626.5 16794.2 2371.26 3696.37
internal_count=223821 82379 64575 17804 57901 141442 48798 6516 11891 5913 6674 92644 9071 42282
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=94 196 63 181 118 4 195 73 8 72 90 99 126 4
split_gain=37016.6 3796.91 3268.73 1903.91 836.127 820.234 644.267 520.313 422.155 387.559 339.928 304.45 235.703 223.407
threshold=0.041936988280855174 0.053224575226349116 0.24691435694197292 0.022098276533054361 0.42601108765012863 -0.06285460786576777 0.21712018838407293 0.27468981328416137 0.047583689667874192 1.1032084393894241 -0.0009253728951773083 0.49285055239258585 0.96107946207747708 20.374833359037702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 7 -5 -2 -3 -6 10 -4 13 -11 -1
right_child=2 4 9 5 8 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.083713756540402973 0.11752512361908854 -0.055924981524449774 -0.014347188993421911 -0.034847608707771219 -0.0098975820545097685 0.059935462474169525 -0.040642486473021266 -0.003875602262712702 0.060083205812382162 0.073801306847425738 0.097478572803526856 0.17934992802361116 0.0010272650114396601 0.48254916990565033
leaf_weight=31869.390358224511 278.21989381313324 4519.0571455582976 275.37861879169941 991.60916680842638 1715.7534072846174 11518.824572123587 3463.3808258548379 3340.1336241662502 1732.3796859234571 1386.4883569926023 21117.832679077983 44.096472695469856 655.4475736618042 6.9687511175870887
leaf_count=155149 342 17301 177 928 5505 10783 5564 5915 2985 1264 17090 35 769 14
internal_value=0 -0.0655875 0.0681669 0.0337046 -0.0157923 0.0524227 -0.0288814 -0.0338041 0.0252615 0.0920661 0.0960391 -0.0832267 0.0504413 -0.08359
internal_weight=0 43227.8 39687.2 16252 11307.3 12510.4 3741.6 7859.19 3448.13 23435.1 21393.2 31920.5 2041.94 31876.4
internal_count=223821 186904 36917 17617 31706 11711 5906 23216 8490 19300 17267 155198 2033 155163
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=15
num_cat=0
split_feature=139 87 96 119 161 0 100 194 39 26 22 121 86 38
split_gain=7323.87 3159.52 1647.45 1602.66 1044.74 830.558 556.24 479.204 371.43 362.756 349.316 255.875 193.755 160.566
threshold=-0.0360365588962391 0.24961705132756595 -1.0000000180025095e-35 -0.043938039819781241 -0.14425536552120258 2.083526683331423 -0.14609312862738325 0.22819924712295933 -0.13742061367874914 -0.14094513963772759 0.28853180291397329 0.10720611119592004 0.64000573564480134 -0.073094085594354985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 -2 9 13 -3 -1 -10 -8 -9 -6
right_child=1 8 3 -5 7 -7 11 12 10 -11 -12 -13 -14 -15
leaf_value=-0.0049428659569284543 0.048491112419884991 0.3022882187087309 0.081599039694561032 0.030727436016298043 0.016365977708138756 -0.023154965165191322 0.029218371024939457 -0.019250897021168025 0.022058507698111383 0.34601889189962409 -0.060646677663478914 -0.072211827135217427 0.1398131004304165 -0.074993565349316171
leaf_weight=45.640203133225441 2286.0575651600957 30.010881960391998 9987.6083056740463 16299.247724160552 195.82439289987087 5536.9947121366858 989.17678130418062 1220.8539994843304 581.18208851665258 83.024832844734192 4210.0675562135875 332.24724396690726 81.703730959445238 10917.941021639854
leaf_count=234 10510 35 15258 37525 2644 42103 4573 4268 1413 112 14677 847 183 89439
internal_value=0 0.0273566 0.0380669 0.0500559 -0.0572778 -0.0022185 0.0230417 -0.0666582 -0.0484178 0.221525 -0.0506145 0.00371565 -0.00927351 -0.0733838
internal_weight=0 38931.2 34109.9 26286.9 13866.4 7823.05 1450.09 12416.3 4821.26 128.665 4791.25 1321.42 1302.56 11113.8
internal_count=223821 121521 105396 52783 102300 52613 5766 96534 16125 346 16090 5420 4451 92083
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=15
num_cat=0
split_feature=156 44 155 166 157 53 106 140 20 130 156 53 126 74
split_gain=9631.23 8935.33 2240.01 1533.61 1243.48 922.765 556.385 412.582 604.302 372.351 272.592 251.145 166.594 136.534
threshold=1.9223131901909207 0.21062733842500855 -0.042116903276060304 -0.21806401475675477 0.039596317657522966 0.30335440516029105 0.26138004630177436 -0.014340342844597381 -0.042388566989128733 -0.21131874035392298 1.4490332415356948 0.20420616081350615 0.92513598861574697 -0.19650147561771106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 7 9 -2 8 -1 -3 -9 13 -7 -6
right_child=1 5 3 -5 11 12 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.05003241428222082 0.039368785874423495 -0.044407147435605622 -0.016878136604465403 0.085449895574177773 -0.02507429475144983 -0.070680953116102049 -0.011668721265501827 -0.067845320562732001 0.053324261154408394 0.011509424694225862 -0.039696226785487676 -0.033187306641540792 -0.024303967701302283 0.07604560172988066
leaf_weight=1920.8764081820846 4944.5179279819131 1892.3591560572386 1584.7509463131428 19320.907872252166 154.98230236768723 6238.5710135772824 3760.4430567994714 14585.039837174118 801.81885081529617 3212.6792825460434 4502.1306608766317 367.92337912321091 884.35787723585963 964.48648670315742
leaf_count=6181 14309 5357 8424 62648 485 24660 11073 51170 2360 8586 21637 1013 3230 2688
internal_value=0 0.0302473 0.0599448 0.0776929 -0.0499778 -0.0416668 0.0173212 -0.0560111 -0.0195944 -0.00921799 -0.0612057 0.0384892 -0.0649229 0.0620463
internal_weight=0 41838.6 29610.6 20905.7 23297.3 12228 8704.96 21809.9 2722.7 5105.04 19087.2 1487.39 7122.93 1119.47
internal_count=223821 138287 96454 71072 85534 41833 25382 81348 8541 13943 72807 4186 27890 3173
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=15
num_cat=0
split_feature=124 67 52 156 156 123 68 139 116 190 115 174 180 195
split_gain=33239.7 4884.7 3830.44 1435.24 1412.68 1290.8 761.36 623.828 622.642 436.901 352.199 321.382 491.116 304.417
threshold=-0.08622406657733922 0.076715221106613371 0.10060610665706855 1.7932310835211382 2.2656844151338329 325.50000000000006 0.22839874818488923 -0.11904078088974161 0.044676240636023885 -0.11538461538461485 0.021034470777464166 0.12409596808664923 36.375502008032136 0.31448302233820796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 7 9 13 -5 -3 -6 -4 -7 -2 -13 -1
right_child=2 3 4 6 8 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0022498135577824728 -0.087823558070951366 0.062059035178615954 0.082631766714346563 0.056099619310925053 -0.072592836757649576 -0.083724811167038907 0.090798479669729038 -0.043312745291305348 0.046308594157771193 -0.054193255799351275 -0.022616079540812198 -0.012609250723727459 -0.07731864389273535 0.061702188425995376
leaf_weight=1380.7589895427227 25126.886818543077 954.01650887727737 246.48619245737791 8660.0536978542805 497.83682619035244 2047.6404713243246 23437.441375479102 1366.7706828564405 3818.5052881538868 4386.9466718807817 1748.5333717390895 1487.063989110291 5551.1060397848487 1614.8193743601441
leaf_count=3212 115385 1329 516 14317 1623 12298 34128 2143 6012 8404 4732 3978 12053 3691
internal_value=0 0.0606518 -0.0664328 0.0759456 -0.00856838 -0.0168516 0.0814366 2.91006e-06 0.0325948 -0.0469145 -0.0555779 -0.0825333 -0.0636465 0.0322246
internal_weight=0 41210 41114.8 34418.3 8949.77 6791.75 32097.5 2320.79 4316.34 4633.43 3796.17 32165.1 7038.17 2995.58
internal_count=223821 75850 147971 51917 16555 23933 48445 3472 7635 8920 17030 131416 16031 6903
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=15
num_cat=0
split_feature=10 74 156 21 138 145 13 158 93 108 81 13 13 114
split_gain=13954 3949.81 1760.13 1002.21 708.769 630.808 595.87 572.444 1349.23 426.629 339.301 276.442 60.4773 90.1736
threshold=-0.05976455074506986 0.079224129379858385 2.7306371786048507 0.083153769617949139 0.44817568925157469 -0.22929760637266411 -0.12854943487693068 -0.082026128219961789 0.049427142509799099 1.5409234638126033 0.17101514084187616 0.0085570585005564654 0.033952838669749776 5.4353722005749558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -4 8 11 -5 -10 -2 13 -9
right_child=7 3 6 9 -6 -7 -8 12 10 -11 -12 -13 -14 -15
leaf_value=0.086933745417568153 0.098105323739687889 0.070452234081096451 0.049709948728390116 0.040204156487190675 0.039661073352972517 -0.0062400508618794849 -0.052289138535887583 0.0010953760187512351 0.0044279525421494379 -0.045792238837741299 -0.07055347830877351 -0.022818616547183257 -0.082508232052423316 -0.070611891571369531
leaf_weight=14571.70414589718 714.05669240653515 1885.6525294855237 920.67253134027123 648.09777070209384 4054.039031136781 2487.0164813809097 1515.5518065281212 189.40236517414451 686.65753952786326 5250.2165056727827 4983.2870304211974 257.12759032472968 10150.833976369351 2366.9040766172111
leaf_count=43204 2653 4597 3361 1943 9169 7200 10203 1548 2691 12517 18303 1455 91886 13091
internal_value=0 0.0413956 0.0661894 -0.00944735 0.0766445 0.0268324 -0.0137427 -0.0666113 -0.0428184 -0.0363431 -0.0614729 0.0660899 -0.0790462 -0.0652989
internal_weight=0 31333 21062 10271 18625.7 4372.67 2436.22 19348.3 6641.13 5898.31 5669.94 971.184 12707.1 2556.31
internal_count=223821 92194 65937 26257 52373 11797 13564 131627 25102 14460 20994 4108 106525 14639
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=15
num_cat=0
split_feature=91 193 14 178 190 103 98 102 69 8 10 69 129 44
split_gain=29610.3 4144.19 2272.06 1986.95 997.946 795.13 765.092 609.353 529.3 446.672 432.561 289.737 270.424 231.921
threshold=0.060197606548729153 0.059875208441188196 0.062434736642799325 -0.16492152499690207 0.25701436175776071 0.43404525438883351 0.39863562730220486 0.45009143703157167 0.15483444133922758 -0.076883936430631086 0.34413987939651708 0.70158709975185973 1.0173225174358564 -0.088608639273829753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 12 9 -2 -5 -1 -3 -6 -10 -4 -7
right_child=2 5 4 7 10 13 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.083750860869086646 -0.064113832416382813 -0.055551389163967901 -0.090368688763081906 0.037651791021226837 -0.03530201861940415 -0.035469329052014657 0.044950310948862524 0.083451542744481771 -0.038564158845062757 -0.0083806456810986193 0.066785832252362495 0.16658158107842819 0.0037073091421160002 0.046737139047894866
leaf_weight=27437.661113247275 1366.0974885895848 3075.8158058673143 1284.4632410630584 3249.8986657634377 589.57575809955597 397.52064021676779 1215.5092681646347 27370.953047201037 2021.5366100221872 5779.3937417641282 1402.0880883336067 71.273406609892845 400.92765052616596 2510.7389389574528
leaf_count=152484 1245 13031 3889 3570 808 855 892 23507 3756 14434 1313 60 794 3183
internal_value=0 -0.0600589 0.0632276 0.0714876 -0.0113576 -0.00986579 -0.0127627 0.0785907 -0.0800534 -0.0247652 0.0365656 -0.0315776 -0.0679895 0.0355006
internal_weight=0 41293.9 36879.5 33202.5 3677.05 11763.5 2581.61 30620.9 29530.5 8855.21 1991.66 2092.81 1685.39 2908.26
internal_count=223821 187803 36018 29214 6804 31503 2137 27077 156300 27465 2121 3816 4683 4038
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=15
num_cat=0
split_feature=10 14 87 114 78 97 130 126 167 34 63 2 41 109
split_gain=6247.37 2007.15 1331.77 1091.14 848.7 989.349 619.126 594.511 477.811 469.387 316.097 447.65 299.439 256.854
threshold=-0.068481528599375355 0.028225152662511747 0.23192336139306216 3.9348463899594193 0.027743149493630669 0.50101047519312492 0.45615089620540766 0.89168272415887762 -0.16555262177606403 -0.061097310460453892 0.0077347827587130264 -0.12277395269407286 -0.13134795924523426 0.21047096946161475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 8 -6 -3 -2 -5 -8 11 -1 -4 -12
right_child=1 6 12 4 5 -7 9 -9 -10 -11 13 -13 -14 -15
leaf_value=0.2033932496939658 -0.047990669034705301 -0.071091367785061713 0.35344318378316092 0.029062360470214613 0.060983617429489115 -0.003016443488991083 0.21183982375120802 0.026304324118973588 -0.037159226226545293 -0.010404666851060319 -0.053206048421390761 -0.035599791811473526 -0.060920648219197938 0.0099536093367735955
leaf_weight=146.6535283178091 1259.2085491344333 10056.876844789833 17.53205931186676 3075.8829739019275 18010.214260037988 2789.507025539875 109.88406493142247 7445.8772844076157 1687.250527434051 703.09067551791668 1755.5770627819002 168.33157657831907 3319.588992357254 1016.8111750856042
leaf_count=166 6131 92165 24 15201 41941 4649 240 18343 10953 4293 12491 808 13085 3331
internal_value=0 -0.0331529 -0.00503283 0.0368988 0.0436809 0.0524004 -0.0643058 0.0155574 0.00560461 0.0196346 -0.019256 0.0756727 -0.0587437 -0.0300414
internal_weight=0 22912.1 12042.2 28650.2 25562.9 20799.7 10869.9 8705.09 4763.13 812.975 3087.37 314.985 3337.12 2772.39
internal_count=223821 134281 37583 89540 72744 46590 96698 24474 26154 4533 16796 974 13109 15822
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=15
num_cat=0
split_feature=1 67 166 115 14 0 151 115 0 56 151 161 61 155
split_gain=6371.87 7596.15 2021.34 1617.21 1071.56 891.813 920.255 769.313 558.47 373.025 274.524 210.807 203.174 159.931
threshold=-0.080587006989838603 0.19551455574957541 -0.15786448898243857 0.036455399576459789 -0.026753089704851813 3.2898470874355468 -0.0054770206608739441 0.34688343568806423 5.1256538797940161 0.1802979934534896 0.056569087603133845 -0.19629588057950528 0.0028206402873984693 -0.039878354242231358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 5 10 -7 12 -2 11 -1 -6 -3 -9
right_child=1 7 3 -5 9 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.072116707636452768 -0.040120309734564708 -0.031464904230918848 0.082899188277937769 0.031157441099408885 -0.046745926270379462 -0.050185958719261507 0.032587935034045272 -0.067912789620311095 0.055253314606517716 -0.036798232180938986 -0.043342465040487554 0.079354249951580802 0.0092484051264941133 -0.0041047130339543596
leaf_weight=9254.9785624556243 2709.0304592698812 2602.6350455209613 15355.067551709712 9958.1919507607818 151.50122085958719 3106.3121925704181 2366.3130870759487 6482.4467524364591 793.88906233757734 532.64464572817087 5166.6951135061681 1061.0643060877919 2316.8872541487217 418.1468696705997
leaf_count=41475 10169 8226 51999 25817 586 16285 8739 27985 2548 1839 16997 3046 6755 1355
internal_value=0 0.0250011 0.0526917 0.0625441 -0.0421746 -0.0487655 -0.0143953 -0.0425056 -0.0185052 0.0329574 -0.0618081 0.063599 -0.0122907 -0.0640463
internal_weight=0 40636.3 28816.2 25313.3 21639.5 19894.3 5472.63 11820.1 3502.92 1745.21 14421.7 1212.57 4919.52 6900.59
internal_count=223821 134854 90533 77816 88967 83496 25024 44321 12717 5471 58472 3632 14981 29340
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=15
num_cat=0
split_feature=35 193 140 44 44 123 193 125 157 169 178 35 178 129
split_gain=27779.6 3677.01 2479.2 2343.97 1383.5 1259.14 998.371 711.32 515.577 425.317 340.403 205.501 195.015 170.551
threshold=0.081173559712574672 0.050297221362539508 -0.072356630236263222 0.16187059916445365 0.098077486834953445 325.50000000000006 0.06371101312628237 -0.13988454776569167 -0.20102387242282002 0.024669969579108181 1.5767637623476369 0.0043278309971573666 1.2942444356585951 1.0157358379660117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 9 -2 -6 10 -5 -1 -3 -4 -9 -13
right_child=1 7 11 8 6 -7 -8 12 -10 -11 -12 13 -14 -15
leaf_value=-0.080653741396915515 0.056654548689515652 0.035926525575464323 -0.085793731935663031 -0.025447298283930483 0.052427319056703586 -0.014581014724659683 -0.07021320709927148 -0.02536836530112567 0.085550573830279628 0.0039107893052510515 -0.050600316566037251 -0.02083611353029911 -0.076463440658169193 -0.071730578314708388
leaf_weight=2732.5890851020813 5773.5791768506169 3108.3009937256575 23819.63018489629 426.15719556808472 2955.0418665930629 4351.4137567356229 856.07681482285261 3353.173316411674 23197.694554045796 760.21342523396015 532.56640094518661 819.41560272872448 961.08291710168123 3351.591358423233
leaf_count=20689 10401 4413 101726 609 6348 12486 1824 6695 37287 2983 588 3420 1479 12873
internal_value=0 0.0518788 -0.0686696 0.0662951 -0.016786 0.0260397 0.0248791 -0.00928079 0.0835483 -0.0622482 0.0232698 -0.0822082 -0.0367508 -0.0617321
internal_weight=0 41704 35294.6 33748.8 7303.92 10125 3811.12 7955.12 23623.9 3492.8 3640.87 27990.6 4314.26 4171.01
internal_count=223821 73958 149863 60783 31844 22887 8172 13175 37896 23672 5001 118019 8174 16293
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=15
num_cat=0
split_feature=163 73 157 13 81 159 23 145 116 27 27 96 13 3
split_gain=11874.6 2763.84 1381.45 874.363 1753.51 861.814 727.327 591.395 438.908 412.045 282.699 171.923 111.394 115.622
threshold=-0.086077057362045364 0.055856978377592785 -0.056942581444011105 -0.10361971368147814 0.21475711058469635 0.083514376995145745 0.04237199828205393 -0.35262369375001951 0.075207229316539156 0.1467444301759914 0.0089831040691442012 0.062089258364600081 0.055920467282213893 10.429736675239043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 10 -1 -4 -2 -7 -3 -6 13 -5
right_child=3 5 7 12 11 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.092067526008417069 0.069404650411960075 0.093395466021271453 0.13220242458974926 0.0048408270691809793 0.01755171827506162 0.0019637590075422336 0.046092043302729473 -0.0065620832130127288 -0.025287656383201136 -0.044837745081489529 0.021637140369333036 -0.070502076870038913 -0.081191857831429293 -0.06526879443313148
leaf_weight=10177.706310484558 1590.5537683032453 989.85842021182179 340.18537371605635 253.93496414273977 233.20284106582403 4646.7446979880333 5198.4706424660981 3160.6885416246951 707.09873569384217 3160.7273094393313 1232.7140628024936 4509.9818471297622 9165.9265423603356 3192.7612920813262
leaf_count=32082 6792 2781 1092 1723 756 12202 11795 11490 2783 7543 2574 17284 92480 20444
internal_value=0 0.0410765 0.0636157 -0.0596697 -0.0314393 -0.00134337 0.0765239 0.00692188 0.0402633 -0.0169831 0.0535959 -0.0661728 -0.075429 -0.0601035
internal_weight=0 28907.1 18877.1 19653.5 7040.84 10030 15376.2 3500.87 2297.65 7807.47 2222.57 4743.18 12612.6 3446.7
internal_count=223821 81559 56459 142262 27615 25100 43877 12582 9575 19745 5355 18040 114647 22167
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=15
num_cat=0
split_feature=94 193 63 180 165 129 118 8 72 94 76 129 167 41
split_gain=25251.3 3244.12 2898.99 1609.98 913.187 796.035 699.137 475.178 360.581 256.425 195.983 191.188 190.39 168.012
threshold=0.038478601904844562 0.059875208441188196 0.30712835145314504 38.224230254350744 0.41063326910924786 1.0196218613214234 0.13820225475744249 -0.025791019876562345 1.1032084393894241 0.026781925154723461 1.7636145903696223 1.020384058374135 -0.33993374450797759 21.387406707498609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 -5 9 -8 12 -3 13 -10 -4 -1
right_child=2 6 8 5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.080865382788648368 0.012838073673965781 -0.055780104102909837 -0.0082066074117499149 0.064956667260899173 -0.067604487717676742 0.0059369603403871853 -0.026732281273820144 0.03156432548246367 0.062286321012098439 0.0083976768496118372 0.083712940474195197 -0.011883456716166873 0.090259961752638243 0.3532633744027841
leaf_weight=26020.137602280825 5179.4211046099663 3512.6821808293462 198.79609028995037 9382.7552155330777 1939.6897303238511 3021.0929182469845 2295.6113442182541 3576.6603600159287 1161.6227753162384 756.68772528320551 72.68920124322176 495.911222204566 16063.632722109556 8.9176811426877958
leaf_count=155136 5447 12752 109 8636 4455 3428 8672 7383 1179 1112 80 614 14803 15
internal_value=0 -0.0616098 0.0554845 0.0288261 -0.0090795 0.0505818 -0.0136127 0.00877479 0.0845276 -0.0444055 -0.0802587 0.0400958 0.0890563 -0.0807166
internal_weight=0 36243.4 37442.9 19523 7119.11 12403.8 10141.6 5872.27 17920 4269.37 26101.7 1657.53 16262.4 26029.1
internal_count=223821 185150 38671 21966 9902 12064 29919 16055 16705 13864 155231 1793 14912 155151
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=15
num_cat=0
split_feature=140 87 69 118 161 185 138 165 165 82 28 152 195 173
split_gain=5315.63 2043.09 983.869 1109.15 753.365 470.241 461.296 246.588 230.715 208.955 295.775 250.38 198.226 182.909
threshold=-0.048409431443887631 0.33753942467484305 0.054986007580511649 -0.10213702778026228 -0.19629588057950528 0.68195255319471959 0.37988723199472868 0.16825120259426693 0.14887845411140291 -0.024760449382966284 -0.13039063065433948 -0.48123400080645962 0.73526623327640483 0.13369628840009723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 9 7 -2 -6 -7 10 -1 -11 -3 -14
right_child=1 12 3 -5 5 8 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.092186165128013864 -0.0078992479738178127 -0.070411177754700502 0.074842185516399415 0.028270073231010273 -0.023012662923372826 0.12606930404156855 0.046190452122621961 -0.071633344559039469 -0.011810893674688079 0.2801256628997103 0.17010267118747258 -0.012875661792502092 0.055286544374324509 -0.043494141176357609
leaf_weight=54.366372376680374 7639.5518260002136 2184.6713052093983 6964.7228317186236 19241.746546793729 1182.4679164513946 152.14526665955782 1986.7416880726814 8850.9260121770203 599.75894981622696 31.061681054532528 205.52184699103236 477.61606388539076 263.86870965734124 647.28265182301402
leaf_count=380 47652 8781 12139 44907 9198 270 8332 83414 2033 41 805 1692 1240 2937
internal_value=0 0.0238707 0.0306045 0.0406472 -0.0533706 -0.0601871 0.00326416 -0.0659032 0.0160887 0.0422859 0.115234 0.00501605 -0.0540696 -0.0148873
internal_weight=0 38928.6 35832.8 26206.5 11553.9 10785.3 9626.29 10033.4 751.904 768.566 259.888 508.678 3095.82 911.151
internal_count=223821 125988 113030 57046 97833 94915 55984 92612 2303 2918 1185 1733 12958 4177
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=15
num_cat=0
split_feature=156 68 31 2 124 139 123 156 31 160 81 51 160 114
split_gain=7063.64 5940.6 1214.3 1136.16 659.203 476.949 450.163 362.413 362.224 363.553 336.812 254.237 242.896 222.823
threshold=2.1618408467892878 0.19656813356653224 -0.0016534569623070574 -0.020941630615032927 -0.16350288685683795 0.14413227489345784 269.50000000000006 1.4361109346163807 0.016875591554946168 -0.19488802069808411 2.1096608019114917 291.15914345792316 -0.22864220095061305 8.1228021957663916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 13 -2 -4 10 9 -5 -1 -6 -9 -3
right_child=1 4 6 8 11 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.064608104570164415 0.078830460874122238 0.0062667507413456617 -0.007633120011188931 -0.046723369039381818 0.01675995258989672 0.031132621948467921 0.04019586140974378 -0.059862489574481009 -0.025033683865410279 0.048343941607872282 0.029917013231453984 -0.043603652549311915 -0.017567445472280108 -0.060794675149743384
leaf_weight=12183.044563829899 13738.963197872043 540.73406679183245 2709.6175114512444 505.57827262580395 2408.0998820401728 2473.8866533748806 7188.1455499008298 2054.524599712342 2504.2773376889527 1968.3824344947934 388.99381767958403 982.36641309410334 4004.0687967836857 5918.3890823312104
leaf_count=50430 49801 2038 7131 1985 7033 8850 20323 16781 7303 5538 1309 3534 13553 28212
internal_value=0 0.0297391 0.0547026 -0.0406614 -0.0364374 0.0715523 0.0271022 -0.0520012 0.00177689 0.028916 -0.0616834 -0.000730025 -0.0319101 -0.0551805
internal_weight=0 35960.2 26110.6 23608.9 9849.59 16212.8 9897.76 18630.6 4978.24 2473.96 12572 3390.47 6058.59 6459.12
internal_count=223821 126922 86105 96899 40817 58651 27454 82073 14826 7523 51739 10567 30334 30250
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=15
num_cat=0
split_feature=124 53 115 156 52 140 173 118 140 109 173 181 156 52
split_gain=23380.1 3162.08 3110.71 1450.26 1098.79 920.114 688.256 587.677 587.252 380.887 249.94 710.502 206.619 89.6218
threshold=-0.081468144989739991 0.082941309085631118 0.023471325481468696 2.0836274144409521 0.24792061987647959 -0.074835971151558406 0.07387358276802454 0.02532303967877244 -0.11849701677806691 -0.4087159785452123 0.22604093897322725 0.039659640312062622 2.1017343456104003 0.016288010819015684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 6 8 -5 7 -1 -3 -4 -8 13 -12 -7 -2
right_child=1 5 3 4 -6 12 9 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.074945494074116492 -0.086579889452383207 0.053759739916042749 0.049264260065207517 0.038734050575390831 0.080253340339118365 -0.06220501515629491 0.095158050630748739 -0.015238587973153458 -0.028529151613925049 -0.024498141316717331 0.039560991953863499 -0.07591633338424969 -0.0087074504861697974 -0.066165497799799342
leaf_weight=2157.4595271125436 19794.067966848612 2361.2789776772261 1650.6190093159676 9172.1030734404922 20894.301104620099 2742.7321785464883 432.5944532006979 2586.6490035504103 2354.6158616542816 690.90061314404011 638.71984677016735 3213.2314349338412 979.86246367543936 2412.6235243976116
leaf_count=14516 106806 4229 2554 18073 35523 7058 732 4841 3958 2271 1572 7790 2351 11547
internal_value=0 -0.0628776 0.0511022 0.0600573 0.0675874 -0.0105667 -0.0418942 0.0176892 0.00353071 0.0215747 -0.0802831 -0.0567682 -0.0481234 -0.084362
internal_weight=0 34729.2 37352.6 34071.6 30066.4 8670.52 3280.95 4947.93 4005.23 1123.5 26058.6 3851.95 3722.59 22206.7
internal_count=223821 146194 77627 60108 53596 18479 17519 9070 6512 3003 127715 9362 9409 118353
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=15
num_cat=0
split_feature=166 69 157 136 73 117 157 81 115 104 28 114 14 93
split_gain=10458.9 2644.29 1146.41 1319.12 834.117 647.747 550.555 1288.69 434.194 290.865 223.469 121.685 86.6596 129.078
threshold=-0.090503098244268818 0.18548957637643734 -0.10757786164878333 0.07215846517667085 -0.13995013762086292 3.1178523750029403 -0.087628940704216132 0.21475711058469635 0.14182680714517024 0.38572196768182504 0.05164553185668682 5.0044135962314238 -0.04443091464078272 0.006462912121791997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 7 8 -2 -7 -3 -9 13 -8
right_child=6 5 4 -5 -6 9 12 11 -10 -11 -12 -13 -14 -15
leaf_value=0.077201046362444584 0.081603719194189961 -0.0033547604726929118 0.062010257310454502 0.017148974715074334 -0.015302113821280387 0.099726539754277671 -0.013941611780256295 0.036650438942899953 -0.027602949671226413 -0.00710357845722372 -0.062623407969187528 -0.069800290693487158 -0.079838027013718754 -0.073220251397171726
leaf_weight=13826.344534777105 960.1439251229167 803.91653595119715 2139.5128825865686 4973.7282423265278 4012.9343175403774 445.80016615614295 522.20429718121886 110.35514505952597 586.4370471611619 595.04536768421531 3048.5998519025743 3988.4961159713566 9278.209320910275 1238.5471597053111
leaf_count=40923 3729 1727 6550 10297 14177 1429 4434 407 2433 1835 7231 18260 103129 7260
internal_value=0 0.0358706 0.0490519 0.0613137 0.0115833 -0.0313444 -0.0629877 -0.0375861 0.0401944 0.0386524 -0.0502556 -0.0669343 -0.0759783 -0.0556394
internal_weight=0 29845.9 24952.5 18800.1 6152.45 4893.36 16684.4 5645.43 1546.58 1040.85 3852.52 4098.85 11039 1760.75
internal_count=223821 84169 71947 51220 20727 12222 139652 24829 6162 3264 8958 18667 114823 11694
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=15
num_cat=0
split_feature=94 193 136 189 173 169 158 181 82 94 8 69 195 169
split_gain=20844 3055.97 2341.16 1255.13 762.22 642.485 561.247 425.514 421.567 414.369 287.577 243.43 292.243 153.428
threshold=0.038478601904844562 0.053224575226349199 0.28497980411302742 35.500000000000007 -0.14244501813981811 -0.0027085467286174112 -0.0149045032683004 0.044033081516536343 0.40840194109212463 0.079370933649015318 1.3404413475384562 0.15483444133922758 0.20900306975136426 3.20764429576777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 -5 -3 9 -2 -7 -4 -8 13 -13 -1
right_child=2 5 6 4 -6 8 10 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.081876894681960563 -0.051132142363068359 -0.054648225391546693 0.038261248410293595 -0.047045779062341961 0.049779687767196996 -0.01449756548787819 -0.016229663437762425 0.010459397573916345 0.036415091201083161 0.07993227003312936 0.072530875927915836 0.068653165776430033 -0.057916949823951937 0.209539241058117
leaf_weight=21847.03833540529 2649.5165824815631 2761.238279029727 2744.5768588334322 908.3920044824481 7743.7767783552408 5080.0060328096151 1084.0830484926701 1945.1944680660963 2392.2181043177843 18278.208010524511 550.31082233786583 212.33933567255735 1294.8443718105555 18.081611663103104
leaf_count=150298 5313 13307 2243 828 8158 14415 1654 2093 3432 17842 540 386 3272 40
internal_value=0 -0.0590026 0.0505783 0.0171827 0.039614 -0.0134296 0.0701036 -0.025057 0.00180202 0.074492 0.0136566 -0.0789565 -0.0400851 -0.0816359
internal_weight=0 33605.8 35904.1 13246.9 8652.17 10233.5 22657.2 4594.71 7472.22 21022.8 1634.39 23372.3 1507.18 21865.1
internal_count=223821 185150 38671 16392 8986 31154 22279 7406 17847 20085 2194 153996 3658 150338
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=15
num_cat=0
split_feature=140 159 133 181 87 77 87 128 6 152 124 47 195 195
split_gain=4481.31 1627.14 932.342 965.048 594.206 634.677 503.195 465.401 383.33 318.515 311.739 299.05 404.534 205.854
threshold=-0.077435389101777871 0.27935538079631506 0.04973168661055407 0.076299166956985312 0.33753942467484305 0.53437265886788066 0.0039601222120292691 0.045839238885115589 0.27882592250873545 -0.48123400080645962 -0.37053497682445607 -0.066187388100436353 0.36664651156643674 1.1022226932158208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 5 -3 -2 11 10 -10 -9 12 -1 -6
right_child=1 4 3 -5 13 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.048165465826623885 0.11629752378750915 -0.012458530590735248 0.05736380567216337 0.016948075036651161 -0.07293288931081561 0.062657166095385852 -0.014026559702768586 0.32645696511411348 0.22049438559780465 -0.050656531177246826 0.023894069078495256 -0.073154245866666218 0.33119136339186861 -0.0045796077123583098
leaf_weight=80.904869072139263 315.9280374981463 6651.0370339583606 14728.248617772013 9865.5911818295717 1824.9975335411727 1353.8004551902413 4761.2252098210156 35.666077993810177 44.297835998237133 1966.3879097159952 753.08676113933325 6447.4061892386526 43.076621700078249 580.81831139698625
leaf_count=1346 812 35004 38444 20058 8654 2854 26933 125 99 15529 4396 66199 450 2918
internal_value=0 0.0211626 0.0330973 0.0411514 -0.0128521 0.000245246 -0.00591709 -0.0556504 -0.0215062 -0.0446827 0.0375755 -0.070196 0.0836398 -0.0564309
internal_weight=0 40081.6 29671 24593.8 10410.7 8004.84 5077.15 9370.83 2799.44 2010.69 788.753 6571.39 123.981 2405.82
internal_count=223821 135677 86247 58502 49430 37858 27745 88144 20149 15628 4521 67995 1796 11572
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=15
num_cat=0
split_feature=156 154 14 68 176 157 151 0 155 126 114 38 157 126
split_gain=5919.21 4774.7 1414.16 1205.67 812.846 593.61 527.502 535.311 520.044 346.858 336.595 207.863 190.028 185.218
threshold=2.1823600857637335 -0.0821102822680429 0.015938039956309446 0.29582251870840282 0.25440739487882202 -0.24237395073703721 0.0053380760502269508 1.7485745952207405 -0.0023519035072494441 0.91205904851379593 18.612750417246762 0.20872554947849603 -0.2896222002445854 0.92235881965169553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 5 -3 -1 -8 11 -6 -2 -4 -10 -5
right_child=1 4 8 13 9 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.063424641095254294 0.016311231108216234 -0.030780872046343163 0.0082824924402568716 -0.063714801375895511 -0.01119530005706295 0.067973557914391552 -0.051842934622927474 0.0043826957562681981 -0.078890255245150934 0.064291302438798673 -0.040614634784893661 -0.04876317718564057 0.068535518316394414 -0.01578654031007978
leaf_weight=11285.234668094665 6030.0120610482991 630.11672055348754 1751.6416931562126 4591.6633918322623 2253.7099123746157 17890.545253504068 4066.9209359250963 2901.3110217265785 92.976808205246925 833.95769077539444 1254.848648134619 1005.3677837215364 1466.0510223284364 978.05666144192219
leaf_count=58817 17653 2991 4780 24335 6138 64684 14217 11780 153 2438 3757 3398 4632 4048
internal_value=0 0.0279857 -0.0378946 -0.0202733 0.0566945 0.0646137 -0.0500665 -0.0284327 0.013583 0.00919311 0.00650551 -0.0125197 0.0597434 -0.0552985
internal_weight=0 34462.9 22569.5 12854.6 21608.3 18520.7 18253.5 6968.23 4316.04 3087.67 7284.86 2757.01 1559.03 5569.72
internal_count=223821 126044 97777 49793 76251 67675 84814 25997 12963 8576 21410 8178 4785 28383
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=15
num_cat=0
split_feature=52 156 123 13 116 181 173 1 44 13 116 129 180 169
split_gain=19588.8 3736.3 1880.81 1208.31 1174.89 801.19 707.194 734.272 528.208 483.312 301.563 296.963 253.744 252.163
threshold=0.09269078368633267 2.0653224025080945 352.50000000000006 0.092061790086476483 0.19597241941553958 0.66121760126300588 0.10521491110781821 -0.071952588755429356 0.051483420895603323 0.22258791093937727 0.24362892375209494 1.0173225174358564 41.14390896921018 0.050080670969747755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 10 9 -6 -4 -8 13 -3 -2 -5 -10 -1
right_child=1 4 6 11 5 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.069810525483500682 -0.083357298649088668 -0.015546560029122853 -0.083476203213527708 0.066796443060968283 0.075365029495806188 -0.012330004561963041 -0.074495707264140454 -0.0070483674345534477 0.052777391129011413 0.040542620287501017 -0.030791598557751373 -0.018994757209053276 -0.045663679399544271 0.030366883286094493
leaf_weight=967.97536901384592 1551.8114816248417 2017.216050542891 19758.277066066861 1515.2207174599171 20952.442083522677 1096.3147322908044 3775.0099269188941 2819.7243578955531 1714.6361548230052 6443.6147055923939 3678.2268353253603 549.90479405969381 309.03734181076288 339.36378008872271
leaf_count=6983 5318 4661 120646 2532 38322 1418 10001 8477 3721 12995 6046 849 824 1028
internal_value=0 0.0434759 -0.0650629 -0.0208148 0.0588485 0.0710046 -0.0740121 -0.0456571 0.00573783 0.0271699 -0.0463884 0.0439518 0.0377444 -0.0438061
internal_weight=0 37804.8 29684 7295.16 30509.6 22048.8 26353 6594.73 3331.01 8460.83 5230.04 2065.13 2023.67 1307.34
internal_count=223821 72141 151680 14745 57396 39740 139124 18478 12556 17656 11364 3381 4545 8011
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=15
num_cat=0
split_feature=166 73 67 93 188 14 14 83 2 4 116 114 45 115
split_gain=8769.26 2275.2 727.589 689.228 599.1 514.467 505.412 733.972 482.678 357.675 340.998 131.549 71.871 108.847
threshold=-0.090503098244268818 0.044174436265133052 -0.08950821473722427 0.079026951892641237 0.45784386244248609 0.071385183779735142 -0.011748670855483709 0.10978534914610831 -0.065654439684146346 -0.036704710126439354 0.016608886444109645 4.5722084062230488 2.3951372829376072 0.26428260910734852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 -5 -4 7 10 -3 -1 -2 -9 -8 -14
right_child=6 3 5 4 -6 -7 12 11 -10 -11 -12 -13 13 -15
leaf_value=0.090757206067650087 0.039710902807574396 0.04049502353006245 0.04544765464793557 -0.04747241788569749 0.022469963038569716 -0.045403862687646443 -0.078219463937945655 0.056354168002288985 -0.03041176141892566 -0.0066858749798551515 -0.039584347522846494 -0.066386035467415574 0.17748414924520886 -0.045519784981413042
leaf_weight=5277.5938566699624 1298.2591099627316 3933.691867750138 11977.970845513046 4139.3659386634827 1739.2368738166988 657.50874598696828 8469.6316299699247 89.132877349853516 1269.9607214592397 405.64545974135399 931.39284251630306 4292.7183078229427 25.091344643384218 171.39804617501795
leaf_count=17919 8288 9357 33836 9920 5000 3186 103217 468 4062 889 5651 20830 187 1011
internal_value=0 0.032449 0.0540859 -0.00331629 -0.0267793 0.04072 -0.0609457 -0.0401221 0.0231901 0.0838021 0.00658689 -0.0638893 -0.0768324 -0.0170426
internal_weight=0 29401 18318.7 11082.3 5878.6 12635.5 15277.6 6611.5 5203.65 5683.24 2229.65 4381.85 8666.12 196.489
internal_count=223821 84169 55830 28339 14920 37022 139652 35237 13419 18808 13939 21298 104415 1198
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=15
num_cat=0
split_feature=94 193 63 181 126 12 169 195 129 89 103 69 103 5
split_gain=17223 2637.53 2542.7 1437.67 798.335 632.577 574.548 388.478 360.967 310.996 290.016 230.658 151.544 133.163
threshold=0.034377905177554076 0.059875208441188196 0.30712835145314504 0.042608328547719572 0.95472053616364894 1.6651360728925402 0.032478143027154502 1.1022226932158208 1.018687372987001 -0.0026218250601678619 0.53006646591213002 0.47452520555178662 0.43404525438883351 17.654367434903939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 -2 -3 9 -9 -4 -8 13 -13 -1
right_child=2 6 7 4 -6 -7 10 8 -10 -11 -12 12 -14 -15
leaf_value=-0.078840532805848573 0.016617356804596764 -0.049320494497283526 -0.043650579086022774 0.050478255654911257 -0.005737233588011148 -0.051329042167506347 -0.0070532999358771499 0.070625916363870583 0.0039705800908050393 0.085570853829307666 0.047130109342119947 -0.080429950816604201 0.16122797210906631 0.27218652200406523
leaf_weight=20762.364835806191 2409.92301620543 3045.3466906622052 189.22443829476833 11151.36015740037 3266.1443192511797 3175.8589892797172 4970.0511328503489 2156.1214720159769 1303.7017381489277 11829.574511870742 1232.8988271951675 42.505005896091461 66.625835373997688 10.81255481392145
leaf_count=153139 2155 14585 101 10834 3722 7877 12867 2351 1660 12595 1702 161 51 21
internal_value=0 -0.0582065 0.0446046 0.0210563 0.0377432 -0.0220143 -0.0137481 0.0750365 0.0455094 0.0835364 0.0037162 -0.0778961 0.0671054 -0.0786578
internal_weight=0 30130.6 35481.9 20003.3 14417.5 5585.78 9248.3 15478.6 3459.82 12018.8 6202.95 20882.3 109.131 20773.2
internal_count=223821 182526 41295 24588 14556 10032 29154 16707 4011 12696 14569 153372 212 153160
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=15
num_cat=0
split_feature=166 126 114 175 190 14 43 27 151 160 127 95 73 55
split_gain=3572.54 1314.95 691.064 635.693 507.378 458.116 447.978 503.851 442.348 288.636 277.974 268.46 370.915 178.419
threshold=-0.04334386575356753 0.92665454281696891 3.8158057462802653 0.90038736805839237 0.18571428571428558 0.040489607950678581 2.5124045005095632 0.069111282410445771 -0.4984425617537262 0.30002999669838298 0.56591326160012523 -0.0035797738394077864 -0.23924760991907962 -0.22857204936418826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 11 4 -4 9 7 -3 -5 -2 -8 -1 -13 -7
right_child=1 6 3 8 -6 13 10 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.061294758799976347 -0.013087709851214675 -0.030826467750466241 0.047694053474710917 0.19886038860149635 0.012836956708209672 0.12031104262867663 -0.031187506487710931 0.073058760970567238 0.0023826755744610789 -0.066812726046286533 0.040998387757056595 0.1821627755420541 -0.0098401290847195538 -0.071999522155311899
leaf_weight=1084.6085183508694 3398.4258535262197 659.9509198423475 16577.540768399835 116.37017714977264 5582.0009971931577 48.642282413318753 2481.7226379215717 1595.7483811452985 7480.3856345191598 1416.9254335630685 679.52244355157018 108.23621970415115 1428.7252549119294 5878.2330795135349
leaf_count=9442 16254 8076 47101 170 11267 694 13804 3463 24193 7427 2455 77 5168 74230
internal_value=0 -0.0315501 0.0260192 0.0303556 0.0389135 -0.0518071 0.0086211 0.042665 0.0053924 -0.0288964 -0.0156709 -0.023201 0.00368114 -0.0704212
internal_weight=0 16159.2 32377.9 29756.3 22159.5 10742.2 5416.94 2255.7 7596.76 4815.35 3161.25 2621.57 1536.96 5926.88
internal_count=223821 126403 97418 82731 58368 98605 27798 11539 24363 23681 16259 14687 5245 74924
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=15
num_cat=0
split_feature=156 53 13 19 115 151 13 67 160 115 57 23 156 45
split_gain=4996.98 3877.96 1376.55 925.135 632.089 561.443 592.51 532.088 599.977 525.926 406.996 308.246 121.818 105.439
threshold=2.2873832473060203 0.23363773471716526 0.0085570585005564654 0.036203333302042222 0.41107987574415333 0.0053380760502269508 -0.18672374547883563 0.22658639443637671 -0.19084776481716578 0.055888845307600056 8.8440062008140394 -0.0418989689630139 1.4490332415356948 0.14565125999965148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 11 12 -7 8 -4 -5 -2 -3 -1 -6
right_child=1 4 7 9 13 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.068771985443216194 0.039501449524788054 -0.026870567995304968 -0.056188443495853627 0.07443601645857055 -0.014645059783911164 -0.049003538630259372 0.0095043361737953275 -0.038528871896725179 0.056744869008055865 0.032667529324472401 -0.0048780422969211994 0.026755321543501184 -0.046938543510054179 -0.066806251025737826
leaf_weight=6844.2710702642798 5214.520152464509 2715.0280082188547 570.88690503314137 10954.1170014292 437.02684547379613 4135.7764058895409 2976.6456962563097 1315.4084886834025 2673.2398884780705 4159.2006646245718 3422.9166737981141 1771.1228593923151 4078.0736705511808 3421.8243187889457
leaf_count=36941 16971 8968 1805 45546 1872 17585 9841 4508 7856 10962 9200 6965 23619 21182
internal_value=0 0.027417 -0.0339712 0.048021 -0.0312243 -0.0463821 -0.0245172 0.0151187 0.0368714 0.0629413 0.0219144 -0.00569918 -0.06062 -0.0608988
internal_weight=0 32095.8 22594.3 23750.8 8345 18034.8 7112.42 4559.54 3244.13 15113.3 8637.44 4486.15 10922.3 3858.85
internal_count=223821 121666 102155 82679 38987 87986 27426 14169 9661 56508 26171 15933 60560 23054
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=15
num_cat=0
split_feature=125 52 114 181 115 197 44 173 173 181 118 106 157 52
split_gain=16781.5 3090.52 2052.39 1057 930.553 911.289 843.456 575.41 441.208 779.216 237.434 208.046 206.031 101.82
threshold=-0.10407491327582997 0.071407928829898978 7.9013808934885512 0.048743029529705335 0.085763425199476009 0.099725768102021398 0.22917928506251883 0.0498314492674687 0.22604093897322725 0.071072374340300573 0.10056400455914412 0.19861328896896133 -0.18949558305306605 0.016288010819015684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 4 -3 6 -4 -1 13 -10 -7 -9 -5 -2
right_child=1 3 5 12 -6 10 -8 11 9 -11 -12 -13 -14 -15
leaf_value=-0.067002186389228099 -0.084581926513344119 -0.049125098723183144 0.039871280275952034 -0.069560181668998286 0.048164104975997338 0.036262222267067344 0.078403052740896845 -0.026447918796038236 0.03902675638037699 -0.072215146307277114 -0.031031339125151127 0.027035950891731771 -0.026859349878069618 -0.061753259883303213
leaf_weight=1399.5647549852729 16807.834312587976 1331.2252621054649 9074.0579184368253 1776.865278147161 3759.8216645792127 884.73085039108992 15192.685318090022 1081.752059713006 869.45390233770013 2283.3292093761265 1287.0864803567529 2219.6355309188366 3103.6277249604464 2210.7360556386411
leaf_count=8614 110906 5380 19078 4446 6788 1282 30201 3177 2160 6650 1785 4695 6209 12450
internal_value=0 -0.0553897 0.0476152 -0.00915291 0.0227246 0.0584408 0.0639949 -0.0132684 -0.0761847 -0.0415376 -0.00361803 0.00951111 -0.0424057 -0.0819283
internal_weight=0 32142.9 31139.5 9971.54 5091.05 26438.6 24266.7 4700.95 22171.4 3152.78 2171.82 3301.39 4880.49 19018.6
internal_count=223821 154989 68832 22823 12168 52346 49279 16486 132166 8810 3067 7872 10655 123356
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=15
num_cat=0
split_feature=166 73 1 88 139 136 72 117 160 163 1 117 41 66
split_gain=7369.97 1911.29 761.906 588.811 559.631 536.834 536.529 503.594 460.055 362.265 331.166 125.437 38.1566 47.9362
threshold=-0.083800939023446638 0.041821216192082643 -0.053748017700262253 0.0038719008933345779 -0.020933874120427857 0.031452049648122427 0.27574970889971434 1.6717714771388821 -0.34831781276541385 -0.2630951239811995 -0.10669078198769433 4.0711567177006147 3.3363474075895128 0.96750712927558868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 12 -1 10 -5 -4 -3 -6 -8 -2 -14
right_child=4 3 8 7 6 -7 11 -9 -10 -11 -12 -13 13 -15
leaf_value=0.072946095889263249 -0.079667587875388746 0.0487198716672212 0.11036094131008534 -0.051878618030921933 0.045310536530859008 0.031459622824361107 -0.070546143532246003 0.015476738704160173 -0.0025440915016191369 -0.0013837121674980697 -0.030856572278515199 -0.027161036150017821 0.41897283453357936 -0.037826770460111257
leaf_weight=9689.3817267380655 7250.3147857226431 2273.9067566916347 403.41274505853653 3301.0431011654437 945.57426162809134 4599.7917931191623 3015.7441558148712 1672.4113007076085 3424.3572817891836 3949.5496946871281 1440.3842319678515 855.44725496135652 2.3295130021870127 165.97796540893614
leaf_count=32632 95192 5499 1375 8521 3819 10409 17789 5339 12052 10113 14713 5214 23 1131
internal_value=0 0.0289034 0.0489773 -0.00357694 -0.0599968 0.0595913 -0.0379701 -0.0292292 0.00935509 0.016923 -0.000670943 -0.060959 -0.0785749 -0.0315043
internal_weight=0 29313.9 18116.9 11196.9 13675.8 14289.2 6257.15 4973.45 3827.77 6223.46 2385.96 3871.19 7418.62 168.307
internal_count=223821 85940 56468 29472 137881 43041 41535 13860 13427 15612 18532 23003 96346 1154
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=15
num_cat=0
split_feature=94 63 181 181 20 118 195 195 126 115 169 83 165 73
split_gain=14300.3 2327.46 2144.56 1271.72 848.086 532.393 433.101 382.069 382.167 329.745 313.341 251.72 232.605 148.914
threshold=0.032126859335940679 0.30712835145314504 0.13177721637854087 -0.0018859813336199033 -0.0760571636343223 0.13820225475744249 0.21933072122462358 0.77207863266715948 0.94204175825838943 0.011936543248717544 3.20764429576777 0.37535767110886742 0.10542724590134449 0.27468981328416137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 6 -5 13 -2 12 -9 -7 11 -1 -3 -4
right_child=1 7 5 4 -6 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.077244322657858799 0.071938061641324144 -0.090644157832063366 -0.066277548173072201 0.053814991812700733 0.0089202980605936309 -0.02721252539207706 -0.049605931360549325 0.068492061330572312 0.0064565531730768656 0.029363384726769245 0.23323365788658137 -0.027983859146226937 0.082616682102210945 -0.020609776048303829
leaf_weight=18772.132537029684 324.28506528586149 78.090094149112701 1525.2528828941286 7681.1394908949733 9305.1285395547748 1564.4208542592824 3055.6137400828302 2686.5127917528152 1575.3848560750484 3016.7205112203956 33.138172723352909 1098.0139614380896 10003.317336454988 1342.5044188275933
leaf_count=154956 424 60 7119 7776 11207 6610 6960 3147 2019 5581 67 3801 11481 2613
internal_value=0 0.0398063 -0.0568798 0.0180749 0.0292215 -0.011109 -0.0379444 0.0706629 0.045561 0.0100432 -0.0740098 -0.0745222 0.0812746 -0.0448988
internal_weight=0 34709.5 27352.2 20366.2 16986.3 7448.9 3379.9 14343.3 4261.9 4581.14 19903.3 19870.1 10081.4 2867.76
internal_count=223821 43074 180747 26367 18983 21923 7384 16707 5166 12191 158824 158757 11541 9732
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=15
num_cat=0
split_feature=139 95 110 119 154 129 128 44 7 116 101 46 44 161
split_gain=3383.28 1109.03 1087.21 790.637 625.603 519.625 479.397 462.271 282.809 313.135 265.97 247.231 175.537 168.622
threshold=-0.079790599975588253 0.51050808222826005 0.19522743761434733 -0.066434606839715901 -0.44198834806796694 1.0191763388538917 0.047989941252686713 -0.12258609247532105 0.27200502695632872 -0.27274495449689257 0.73933242054755766 -0.064465522987961613 -0.020237153050826465 -0.19629588057950528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 10 -3 9 -8 11 -1 -7 -10
right_child=1 5 3 -5 -6 12 8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.071244087966306255 0.26961754742137906 0.040597912814289601 0.071152951419953578 0.027439104037578845 0.0049561903111906506 0.072153334453576426 0.58025023586595603 -0.046312250868635788 0.046006393172189401 0.029387881425973924 0.61370416997821886 -0.073236538269986592 0.0061981757445041877 -0.048901660383184255
leaf_weight=121.13662435859442 89.855581656098366 712.24789319932461 6439.4087000396103 11574.401002239436 14810.156548276544 607.95458801835775 10.47589824721217 4348.4472053907812 212.84403406083584 689.77189097739756 5.695504054427146 5312.027639977634 1200.0544497147202 1553.8510423433036
leaf_count=1953 234 988 9404 24735 81451 1116 76 14533 562 5056 13 66534 3160 14006
internal_value=0 0.0189087 0.026536 0.0430655 0.00655225 -0.0176404 -0.0527148 -0.0340804 -0.0161512 0.0376289 -0.0692992 -0.0700152 0.028376 -0.0374675
internal_weight=0 39782.5 32913.8 18013.8 14900 6868.7 7905.8 5060.7 2466.94 700.248 5438.86 5433.16 1808.01 1766.7
internal_count=223821 135621 115824 34139 81685 19797 88200 15521 19700 5132 68500 68487 4276 14568
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=15
num_cat=0
split_feature=156 44 154 14 139 161 115 126 151 16 151 126 53 193
split_gain=4192.37 3046.42 1326.23 849.861 678.302 523.789 403.075 314.159 311.802 412.293 257.165 202.882 120.826 111.557
threshold=1.7769133161522275 0.27799920023304209 0.075169098769065579 0.023943688832982906 0.16115181968388745 -0.15446029251742205 0.44177790485691387 0.91621642328944397 0.0053380760502269508 -0.095829026739009324 -0.078992740218055357 0.90449136810838482 0.23363773471716526 0.067809753941953668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 -4 -2 7 -3 -1 -10 11 -5 -12 -8
right_child=1 6 4 10 -6 -7 13 -9 9 -11 12 -13 -14 -15
leaf_value=-0.063110093777671475 -0.027264360977812097 -0.033365307857778928 0.069218982372401219 0.03847312105263373 0.015836204456225425 0.02301680234149972 -0.072864442632279522 0.026138943544280077 -0.042487248295034141 0.043012284602080203 0.072161204760972181 -0.038890515944824816 -0.017641279462248208 -0.030613856435041595
leaf_weight=8221.3591473810375 2472.7745088115335 2974.594324875623 10884.293926332146 514.50305370986462 3046.4550718292594 12776.248190559447 2473.0017583779991 1264.4177772663534 4410.1544922739267 646.70475656166673 749.60430772975087 993.6154619641602 187.25175812095404 836.25331392139196
leaf_count=49542 11657 10699 46978 1711 12115 39369 17836 4361 18301 2490 2225 2738 620 3179
internal_value=0 0.0205919 0.03524 -0.0411156 0.0575449 0.0148632 -0.0360338 -0.0156163 -0.0510919 -0.031553 0.0130641 -0.0124975 0.0542122 -0.0621877
internal_weight=0 36728 29179.8 15723.2 13930.7 15249 7548.27 4239.01 13278.2 5056.86 2444.97 1508.12 936.856 3309.26
internal_count=223821 146194 110119 77627 59093 51026 36075 15060 70333 20791 7294 4449 2845 21015
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=15
num_cat=0
split_feature=35 123 14 176 181 116 131 126 183 151 165 51 85 125
split_gain=14079.3 2672.64 1141.65 1036.19 1274.19 794.913 715.288 571.999 408.889 321.121 241.234 210.507 150.366 107.775
threshold=0.043904635027289161 305.50000000000006 0.036344779909349902 0.17016853204913293 0.079176580943204497 0.023596716732236674 0.045474670329811472 0.91048423033104342 1.4842206664495823 -0.086048023877549409 0.1452450414944326 124.93795488900297 -0.086038055863414967 -0.16297662662598769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 9 11 7 -4 8 -5 -2 -3 -8 -1 -6 -13
right_child=1 2 5 4 12 -7 10 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.08201371726468358 0.067207988167534177 -0.061087453635577743 -0.042279663078043477 0.054580992203083038 0.057515051818418865 0.031710447016885086 -0.078884230140902581 -0.050463902376521652 -0.05230195505872054 -0.011460818611053492 0.017525224154240536 0.050713520211225827 -0.076430347596113168 -0.046465770267708789
leaf_weight=16163.143684428185 17064.432460509241 2429.3041387051344 1687.0134984515607 1750.7340573482215 86.216108866035938 10423.921037692577 302.31467040628195 736.42476008087397 291.16882082819939 2814.5318771414459 1834.150939181447 135.95453257113695 3002.3398384191096 710.66354459151626
leaf_count=117933 36477 6779 8559 4369 179 21839 607 2141 367 7152 3633 335 9490 3961
internal_value=0 0.0330693 0.00452694 -0.0672044 -0.029793 0.0214039 0.0584819 0.0234782 0.065203 -0.0344513 0.00388307 -0.0794677 -0.0726913 -0.0308602
internal_weight=0 36846.8 17354.8 22585.5 5575.71 12110.9 19492.1 2487.16 17355.6 5243.84 2136.47 17009.8 3088.56 846.618
internal_count=223821 85413 44329 138408 16179 30398 41084 6510 36844 13931 4240 122229 9669 4296
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=15
num_cat=0
split_feature=11 74 157 157 157 73 145 135 182 117 3 74 139 73
split_gain=5929.66 1504.4 936.381 658.694 653.807 801.972 648.289 386.705 347.222 296.875 181.673 58.2966 54.4684 82.2013
threshold=-0.050395734434240808 0.028344002940505059 0.11161280896467234 -0.2746397763350657 -0.090904310835760505 0.1839238959822056 -0.22579274658139922 0.046231332436085744 0.48370347895346905 1.5904528199146644 14.139320806525483 -0.13717878832466837 -0.024038752632103224 -0.34136585505774802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -3 -2 -8 -7 -4 -6 -14
right_child=4 6 11 -5 12 10 9 -9 -10 -11 -12 -13 13 -15
leaf_value=0.080785993097415409 0.010961390269663673 0.05198199759724198 -0.017021531842683478 0.036714341635091831 -0.080197104323584845 0.038349794906711358 -0.037146733340254499 -0.0057326101827638309 0.14258249994658556 0.0079364734128911773 -0.062152062800073841 -0.069921658945303486 0.29807808354558313 -0.061213611168607518
leaf_weight=4744.8057213202119 1289.1970855612308 2550.131006501615 308.33678511343896 11888.305683834478 5858.2965560667217 190.97222292050719 4577.4582369718701 2131.1199096776545 237.32273197360337 2145.14751720801 3091.891542064026 642.21521118842065 6.3917684815824023 1692.9152676276863
leaf_count=15777 5379 6788 2440 36239 86861 737 14913 4497 1007 7802 17161 7334 54 16832
internal_value=0 0.0254235 0.0437697 0.0492863 -0.0572829 -0.0284598 -0.00286471 0.0257077 0.0314241 -0.0227609 -0.0563056 -0.0527621 -0.0756248 -0.0598622
internal_weight=0 28987.5 17583.7 16633.1 12367 4809.38 11403.9 4681.25 1526.52 6722.61 3282.86 950.552 7557.6 1699.31
internal_count=223821 95790 61790 52016 128031 24284 34000 11285 6386 22715 17898 9774 103747 16886
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=15
num_cat=0
split_feature=97 69 69 180 129 195 180 184 14 169 74 129 117 139
split_gain=11859.4 2095.74 1490.3 1219.51 1114.46 1051.09 945.893 747.943 570.073 277.711 265.298 238.215 226.944 165.1
threshold=0.17963342603626473 0.11854417951548094 0.27254527008134027 37.15595716198127 1.0198780959273857 0.23597717434454288 40.653949129852755 0.13177721637854056 0.011846328392121691 5.9628816889152398 0.28368197919478139 1.0187347616272378 0.83392559363331575 0.13182976628016771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -3 8 -5 12 9 -4 -1 -6 -8 -2 -9
right_child=2 3 4 5 10 -7 11 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.075666824781196157 -0.037030314139076093 -0.059001518715654025 0.071224476316426796 0.14886198896734559 0.070268870101220765 0.0073770518836353662 0.053151466923738601 -0.0085162495385051259 -0.021612513704601457 0.37624625385177074 -0.012355709485285266 0.0089317481253970554 0.0031980693836144119 -0.051766531822775623
leaf_weight=16854.983527172357 2930.4512738026679 2709.8158961720765 15613.907708331943 597.19853703305125 460.39143945276737 4347.5944890119135 4041.8241708688438 2232.7997705750167 690.69668781012297 13.609231799840925 2492.5211330801249 1743.8780485987663 2689.2558026202023 1459.566473197192
leaf_count=153525 6030 7040 17266 751 574 7584 4879 7270 1080 17 2823 2246 5336 7400
internal_value=0 -0.04975 0.0400878 -0.0050833 0.057054 0.0244646 0.011441 -0.0663789 0.0672917 -0.0753022 0.000526368 0.0398231 -0.0177794 -0.0256128
internal_weight=0 28215.6 30662.9 7654.61 19257.5 4944.79 11405.4 20561 16304.6 16868.6 2952.91 5785.7 5619.71 3692.37
internal_count=223821 183587 40234 15375 21743 8335 18491 168212 18346 153542 3397 7125 11366 14670
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=15
num_cat=0
split_feature=139 97 86 131 130 0 87 86 113 55 61 71 10 110
split_gain=2890.65 1063.75 1010.82 562.046 483.229 370.3 320.378 294.313 262.731 231.429 344.492 195.869 132.122 119.533
threshold=-0.079790599975588253 0.52621934187750152 0.60899631246005947 0.74831786920893595 0.074977504268458589 0.7094098396241354 0.093683609296480008 0.99251897451433979 -0.49523828258876063 -0.22857204936418826 -0.063594307161439032 1.2909705799208473 -0.065613567995322433 -0.13400174822713243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 -3 -4 -7 13 10 -1 -10 -11 -6
right_child=1 5 6 -5 8 7 -8 -9 11 12 -12 -13 -14 -15
leaf_value=0.65902326341258632 0.015788820821485389 -0.062822995987292074 0.047955251476317129 0.083116055887402729 0.18333554214170478 -0.026422969339394253 0.10571610093403903 0.023667931628119709 -0.020000990754950983 -0.018727967890342485 -0.010946500146471562 0.15912698294774194 -0.074137605168943674 0.68998801843621105
leaf_weight=10.727573994547127 27928.415083490312 1504.2443012390286 2224.220267161727 1297.5154084786773 17.112523645162586 2883.6039396822453 1689.839537711814 1977.2999750040472 2133.6514899916947 474.50246637128294 26.969821089878678 62.841364864259958 4622.810365922749 6.3974100947380057
leaf_count=73 109070 6077 2955 2226 65 8661 2366 4266 17136 3503 424 127 66867 5
internal_value=0 0.0179777 0.0251692 0.0187779 -0.0503004 -0.0194647 0.0728927 -0.00604718 -0.0113171 -0.0671539 0.179707 -0.0148762 -0.0689796 0.321203
internal_weight=0 39505.1 33140 29225.9 7355.01 6365.15 3914.06 4860.9 2220 5135.01 37.6974 2196.49 5097.31 23.5099
internal_count=223821 135621 116617 111296 88200 19004 5321 12927 17333 70867 497 17263 70370 70
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=15
num_cat=0
split_feature=157 19 31 155 64 138 157 112 14 152 67 152 157 129
split_gain=3389.35 2663.78 939.09 731.74 474.251 424.231 382.788 332.548 234.694 371.625 130.957 112.005 27.6357 20.3673
threshold=-0.17411857966044378 0.02304576143583912 0.20380015014886624 0.098654637986571855 0.089150835940567094 0.22217201552746466 -0.32170843596790943 -0.24295494520875618 -0.095696418859963744 -0.1167673207940554 0.46912012576774975 0.0078540028122641523 -0.41514190564819103 1.0198780959273857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 7 -5 -2 12 -3 11 -10 -4 -8 -1 -14
right_child=1 3 10 4 -6 -7 8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.080520943370982589 0.017804093711204717 -0.018332403689429237 -0.030164614884890802 0.067887296205409023 0.011821525147260462 -0.021242055589578441 -0.052577638554839615 0.029176000991435497 -0.02933634362082 0.084758008323953235 -0.05961477917520052 -0.022973055129039854 -0.067327785360349765 -0.041804035918891341
leaf_weight=1594.8033099845052 7758.9291744753718 1766.0914670079947 3108.9483669772744 8860.9871171116829 1818.3363108225167 4338.4642526768148 3330.7836977746338 8889.5348000563681 936.92122422531247 410.58701299503446 2935.6915756911039 2073.5648136921227 2345.4136974588037 360.72335970029235
leaf_count=8031 24522 6545 13882 41771 5483 18263 23315 28820 4385 1555 19711 10681 14796 2061
internal_value=0 0.0158883 -0.0122813 0.0398421 0.0583411 0.00380105 -0.0467621 0.0213018 -0.0319092 0.00542831 -0.0444676 -0.0412188 -0.0700792 -0.0639255
internal_weight=0 39477 18142 21334.9 10679.3 12097.4 11052.8 10655.6 6751.86 1347.51 6044.64 5404.35 4300.94 2706.14
internal_count=223821 158997 76378 82619 47254 42785 64824 35365 39936 5940 33593 33996 24888 16857
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=15
num_cat=0
split_feature=34 123 174 184 118 127 176 14 129 176 6 51 136 180
split_gain=12093.7 2192.7 1169.04 1199.8 1111.31 683.923 662.981 438.631 393.794 350.605 206.26 195.839 174.1 90.1031
threshold=0.047320186644861102 305.50000000000006 0.18005309650074061 0.076299166956985409 0.02532303967877244 0.033784428657029714 0.19641790832542486 0.028225152662511747 1.0164217187745088 2.2978302621911078 0.24674258779857811 119.54096642063401 -0.0069525165578311994 37.868139223560917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 11 8 6 9 -3 -6 -4 -2 -7 -1 -5 -13
right_child=1 4 3 12 7 10 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.08154651183330594 0.063565369223115245 -0.0024102395975040651 0.063116646372350135 0.082209084563053925 -0.048131069279501976 -0.059175263074646212 0.055654147768945166 -0.0025367585886382094 -0.031109310288671067 -0.035720483937789926 0.017451569573146284 -0.0039374868005255447 -0.071840729716567381 -0.070580094149029091
leaf_weight=15184.453464031219 15736.36109097302 3409.4004022590816 1448.9017760641873 75.546110544353724 3444.1373077854514 432.46506326645613 4646.2800092101097 5446.9113161489367 639.20818687230349 363.89142186194658 1871.2108311466873 485.64008240029216 2538.8281943127513 348.44138083234429
leaf_count=120667 36088 10775 3213 168 9397 881 9160 13982 1882 528 3725 2708 8677 1970
internal_value=0 0.0301305 -0.0660856 -0.022247 0.0041766 0.0540294 0.0310796 -0.0201987 0.0342724 0.0613214 0.00306655 -0.0789551 -0.0673892 -0.0317777
internal_weight=0 35350.7 20721 4702.48 16946.7 18403.9 8055.68 8891.05 2088.11 16100.3 2303.68 16018.5 2614.37 834.081
internal_count=223821 84536 139285 13940 43314 41222 19935 23379 5095 36616 4606 125345 8845 4678
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=15
num_cat=0
split_feature=167 83 13 137 13 72 145 115 121 106 117 194 177 115
split_gain=5240.93 1240.79 995.945 636.92 518.573 581.214 507.485 364.838 343.994 306.923 138.422 128.892 51.7889 60.8982
threshold=-0.077258443455408277 0.21580606270957184 -0.027385329933388446 0.0049949482607896242 0.0042622667656323013 0.27574970889971434 -0.31044011089168405 0.050130180910739099 -0.13144149988366535 -0.26039264342613627 5.6774353754359552 0.53819649757420207 3.6176977828073711 0.17608204865536994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -4 -2 9 -3 -7 -10 -6 -14
right_child=4 8 6 -5 12 10 -8 -9 11 -11 -12 -13 13 -15
leaf_value=0.05859337415100601 0.045762244643864879 -0.035865842459258633 0.075961900861769127 0.021985638089204038 -0.077831138705905856 -0.067628397477353996 -0.036091379894623972 -0.039134767095079681 -0.054241778701214917 0.02959967832903522 -0.013580635060218475 -0.0040408895540454707 0.20365013093683568 -0.034633282453205988
leaf_weight=11071.950444795191 1142.0614575203508 1119.7686641253531 479.31649553403258 8327.1595528721809 5877.8278576135635 2935.3080734256655 2578.3415171448141 909.1531906016171 2143.0187142714858 1986.8426918201149 565.08568948879838 671.77386688441038 12.05807228386402 97.051190054044127
leaf_count=37981 7709 2680 1606 20278 99064 18716 12181 5328 6561 5162 3754 2035 87 679
internal_value=0 0.0237812 0.0345185 0.0428793 -0.0561496 -0.0341344 -0.018526 0.00813362 -0.0169398 0.00600283 -0.0589032 -0.0422609 -0.076564 -0.00829969
internal_weight=0 28378.2 22456.8 19399.1 11538.5 5551.61 3057.66 2051.21 5921.4 3106.61 3500.39 2814.79 5986.94 109.109
internal_count=223821 88484 72046 58259 135337 35507 13787 13037 16438 7842 22470 8596 99830 766
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=15
num_cat=0
split_feature=95 132 78 1 180 156 181 136 193 178 120 101 45 122
split_gain=10078.9 1971.36 1141.65 882.632 883.432 865.478 758.57 528.961 414.806 408.958 353.759 179.31 148.517 138.939
threshold=0.083844875531762536 0.19541517387640492 0.05665108865838351 -0.090661220855857691 37.288487282463187 1.3014031936661132 -0.0055280640151303337 0.13590837853729568 0.076777867287303209 -0.17321367289141101 3.8297718655293105 1.5288642764772791 0.0062154677568903418 -0.064663034477052905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 12 -5 9 11 -8 -1 -3 -7 -2 -4 -10
right_child=1 5 3 4 -6 10 7 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.07845625458093293 -0.066726400585652115 -0.0025828268665652986 -0.070731653176724113 -0.054671175518245588 0.077834977585792081 0.0052289066009207994 -0.020906664098495138 0.022763126564998248 -0.063117015906240193 0.066860673053063632 0.05808949156580169 0.11463405986227267 -0.0021987863551516966 -0.013514894577407297
leaf_weight=13573.587987985462 1694.8460680432618 905.27099017798901 1824.4086057282984 780.95836631208658 1414.4578574970365 4935.7066233977675 4019.7253765687346 8948.1847051344812 932.25492502003908 13413.588720798492 1702.8079421520233 56.327250927686691 382.5090777091682 1432.3363571725786
leaf_count=140931 4738 795 8626 4645 3341 7234 8323 12166 7300 17163 2000 51 1017 5491
internal_value=0 0.0289334 -0.0592718 -0.0141939 0.0306996 0.0486333 0.000884271 0.00922659 -0.0717229 0.0624703 0.0187879 -0.0608929 -0.0588533 -0.0330708
internal_weight=0 35676.5 20340.5 4402.33 2195.42 20957.4 14719.1 12967.9 15938.2 14318.9 6638.51 1751.17 2206.92 2364.59
internal_count=223821 52470 171351 17629 7986 27192 25278 20489 153722 17958 9234 4789 9643 12791
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=15
num_cat=0
split_feature=140 87 130 12 130 49 196 82 39 50 183 6 67 76
split_gain=2421.19 805.687 606.033 556.425 457.979 251.499 250.945 274.685 186.203 205.732 171.028 307.376 160.141 131.073
threshold=-0.077435389101777871 0.42866551088377169 0.76899963714149544 3.5548269272931194 0.007716007358640112 1.3872124059286242 0.0096695824956074712 0.30040721084526295 -0.064898097610023783 -0.086569294631865204 1.3901346125241709 0.16299105583323595 -0.19176593769795069 -0.28990006984459732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -4 13 -8 9 -1 12 -12 -3 -6
right_child=1 10 5 -5 6 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.023129092203624312 0.020986235250696688 0.47178227806682688 0.066303349091637112 -0.023542101193293433 0.12721937511517931 0.23540095923873575 0.049521128208092895 -0.03082661086041634 -0.071468917473931651 0.55718164106321488 0.66860693769376756 -0.015911779764764374 -0.076990903783934764 -0.055690523360898192
leaf_weight=100.34703845530748 32363.763731533661 5.3440866023302069 1865.743807349354 3072.7379380073398 40.45143268071115 92.306654334068298 835.65442919544876 866.86959294602275 4016.07585660927 7.7719757072627536 6.6296382881700984 623.90454642102122 1073.4269103053957 1244.3133828584105
leaf_count=1663 97316 11 2814 24722 240 93 5892 3297 61228 72 19 3834 6868 15752
internal_value=0 0.0170487 0.0201176 0.0171251 -0.0463846 0.074275 -0.016567 0.00861069 -0.0679825 0.0615187 -0.0500892 -0.00871453 -0.0742724 -0.0499315
internal_weight=0 39103.9 37394.6 35436.5 7111.48 1958.05 2987.29 1702.52 4124.19 108.119 1709.31 630.534 1078.77 1284.76
internal_count=223821 135677 124945 122038 88144 2907 25181 9189 62963 1735 10732 3853 6879 15992
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=15
num_cat=0
split_feature=157 154 115 167 13 158 99 121 157 81 68 126 173 157
split_gain=2875.54 2306.35 1051.87 690.502 559.119 515.435 336.187 303.519 261.228 249.292 193.103 64.8095 49.377 49.2651
threshold=-0.17411857966044378 0.072001561010729326 0.37287261269692301 -0.15835114127230565 -0.056412010437745352 -0.13114208821154386 0.21829841270807526 0.35380757882418395 -0.32592946301694592 1.8166894530811681 0.23512712544020825 0.94405155691261056 0.39036575105874122 -0.27110152390354975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 8 -3 -6 -1 -10 -4 12 -7 -13
right_child=1 4 10 -5 7 11 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.069034998505613926 -0.037835009305223648 0.030232313727781276 -0.0034888440067845404 0.014720572343872168 0.06523326217275742 0.062889797405497133 -0.038577508929021995 0.01177643879312508 -0.040031872148206638 0.060117428216559611 -0.055144621124460627 0.3671637351312137 -0.045139594320674895 0.1126214686812716
leaf_weight=3837.2835299521685 2968.3401612229645 3566.4692050926387 884.60778391361237 15842.056554470211 9058.3052661791444 213.70866094902158 886.53110980242491 1203.2206238247454 5955.0198680534959 259.37494454905391 3978.2993564456701 8.1539277322590333 52.753941860049963 112.65831980109215
leaf_count=23982 14240 13870 3503 48842 43985 1066 3175 3270 37932 1081 28112 54 195 514
internal_value=0 0.015034 -0.00429053 0.00642714 0.0461241 -0.0441581 0.0165332 0.0589652 -0.0485197 -0.0358519 -0.045748 0.0690475 0.0415023 0.129801
internal_weight=0 38387.8 23673.3 18810.4 14714.5 10439 4453 10261.5 10051.7 6214.39 4862.91 387.275 266.463 120.812
internal_count=223821 158997 94697 63082 64300 64824 17045 47255 62995 39013 31615 1829 1261 568
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=15
num_cat=0
split_feature=34 124 173 193 116 118 66 193 2 12 113 37 173 115
split_gain=10238.9 2074.45 1222.3 1369.71 946.391 801.67 772.835 441.264 373.3 290.894 275.444 154.53 84.452 84.3243
threshold=0.047320186644861102 -0.17766355600179265 0.23799867859799426 0.044954790118047601 0.033835765118038007 -0.0070466639212535464 5.6261637848115074 0.092450364152322689 -0.125163780692187 2.2968130020817181 -0.16289791582241894 36.053722169398434 0.13369628840009723 -0.058689396685485472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 10 8 13 -6 9 -8 -4 -2 11 -1 -12 -3
right_child=1 4 3 -5 5 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.037242829427629069 -0.056499744404670482 -0.093849944583587419 -0.035699380735981577 -0.068844109662909186 0.041921517114993673 -0.0098680892096288039 0.065613322358236123 0.0075394182018294455 0.081569041986625471 0.021503882634541172 -0.081144593732093262 0.085866946076749329 -0.05518971746643813 -0.048883562007627938
leaf_weight=400.53346487879753 550.54632966965437 546.49294913932681 344.98214299231768 1884.6773232929409 4868.4032008089125 7741.9899744391441 13344.470670253038 1450.6162579357624 1273.6166605502367 3632.4095667228103 13690.051351413131 136.77724936231971 1380.00868749246 1760.5421565175056
leaf_count=3002 1044 3890 875 6960 10166 16585 33546 2049 2488 8758 120080 356 5524 8498
internal_value=0 0.0272561 -0.0642775 -0.0108975 -0.000647411 0.0101259 0.0491893 0.0599193 0.0565749 0.0112373 -0.0762594 -0.00590413 -0.0787678 -0.0595352
internal_weight=0 33895.5 19110.6 3503.28 14917.4 12610.4 18978 14795.1 1618.6 4182.96 15607.4 537.311 15070.1 2307.04
internal_count=223821 84536 139285 10323 39139 26751 45397 35595 3363 9802 128962 3358 125604 12388
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=15
num_cat=0
split_feature=166 78 156 114 186 139 21 78 158 139 173 186 44 140
split_gain=4508.77 1174.93 956.421 655.388 567.657 373.168 366.247 276.883 298.166 215.563 183.042 76.4006 44.5892 31.1376
threshold=-0.052373465134513776 0.095903851991230318 2.8410008770006532 3.9348463899594193 41.250000000000007 -0.020933874120427857 0.10341971203851141 0.080320821836874487 -0.15144085263842022 -0.052665226844534473 -0.042865351514353889 50.750000000000007 1.4470848048948903 -0.12588959761168186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 12 -3 8 -7 -4 -6 -9 -2 -14
right_child=5 4 9 -5 10 7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=0.073056510685203316 -0.079359010405674502 0.0055579184863922982 -0.075312400684215006 0.028176281948853178 0.14151340482783517 0.039035361613882574 -0.051554701727207976 -0.070327573628311671 -0.039205741389169428 -0.010174342362535803 0.021600124560451912 -0.018594946672200137 -0.061086399093514723 0.014372431494851493
leaf_weight=4017.5539045576006 4925.1753466129303 1713.7328008506447 719.19138213433325 17115.402046034113 243.79874615930021 746.90788346901536 3256.3278997968882 1869.7050119955093 1400.0629423838109 1730.4928746931255 266.38555853813887 336.91678742878139 161.96685029752553 82.558759771287441
leaf_count=14889 90401 3833 5925 49678 925 3092 10526 13889 16982 7999 1004 2596 1477 605
internal_value=0 0.0201593 0.0298519 0.0367084 -0.02155 -0.0591241 -0.0318616 -0.0375532 -0.0119865 -0.0292979 0.0789024 -0.0624288 -0.0772897 -0.0356094
internal_weight=0 29062.9 23582.6 21133 5480.25 9523.29 4970.06 4353.59 2146.97 2449.68 510.184 2206.62 5169.7 244.526
internal_count=223821 94779 78491 64567 16288 129042 14359 36559 20074 13924 1929 16485 92483 2082
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=94 193 63 180 173 20 118 195 129 13 69 195 166 73
split_gain=8464.47 2038.07 1640.59 966.632 736.603 553.91 492.073 394.777 254.876 250.158 196.456 202.678 158.946 139.238
threshold=0.032126859335940679 0.059875208441188196 0.38789369118311584 37.554886211512731 -0.13575407371926498 -0.18828258738279999 0.13820225475744249 1.1022226932158208 1.018687372987001 -0.14645051723971705 0.15483444133922758 0.20900306975136426 -0.21420008719982889 0.19601193994259977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -2 13 12 -9 -8 -1 -12 -4 -3
right_child=2 6 7 4 -6 -7 9 8 -10 -11 11 -13 -14 -15
leaf_value=-0.07611583911034403 0.033485792604351652 -0.063553205657278469 0.019898831269812504 -0.046221673061900698 0.036412982708822227 -0.032438207716232931 -0.016810129278367569 0.056166419832218088 -0.010447580183676818 0.028286507201587298 0.073865925204431818 -0.049864621571245153 0.080330295659422679 -0.021891442501753008
leaf_weight=13246.207292445004 1699.5242296606302 1479.0017482042313 465.00172798335552 1173.5164109393954 13353.941943001002 5096.8620541207492 2144.7667335644364 1443.7013435065746 953.88295537233353 2884.1816231049597 160.10498686134815 764.7778890170157 6798.9090700596571 1753.0314686223865
leaf_count=149060 2226 9365 455 1234 15631 9905 7382 2067 1362 7929 345 2679 10194 3987
internal_value=0 -0.0499908 0.0306637 0.0151751 0.0297378 -0.0159531 -0.0105123 0.0648485 0.0296639 0.00905351 -0.0730046 -0.0284458 0.0764618 -0.0409562
internal_weight=0 22432.1 30985.3 21323.8 14527.5 6796.39 8260.98 9661.5 2397.58 5028.95 14171.1 924.883 7263.91 3232.03
internal_count=223821 180747 43074 28996 16865 12131 28663 14078 3429 15311 152084 3024 10649 13352
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=15
num_cat=0
split_feature=139 159 158 89 21 181 127 124 6 46 169 127 48 24
split_gain=2075.54 676.463 649.935 486.39 459.403 588.537 434.576 415.688 326.558 271.217 335.444 268.355 181.273 136.792
threshold=-0.079790599975588253 0.2043240534571768 -0.13398513126331535 0.32523495308998873 0.044482099893214548 0.076299166956985312 0.0505442365741407 -0.30637453173496942 0.31474487263472389 -0.064465522987961613 -0.090028964637133821 0.91469611425749131 28.460872177311021 0.72449947999359521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 7 -6 9 -2 12 10 -1 -4 -8 -11
right_child=1 2 11 -5 5 -7 8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.037976825374238243 0.14085803486613949 0.035411160975093191 -0.028684498795457033 -0.012874492953288462 0.047525596118734879 0.01144740270514364 0.0039763191055591299 -0.0049485611889577502 -0.039506299763172915 -0.072331685873676263 0.305248278659357 0.16272662454861631 0.10001938935775895 0.039585993374661059
leaf_weight=83.183063251897693 203.10609802231193 5296.5810105260462 5938.5667301137 3441.7797941435128 11579.443036461249 7418.1268041059375 543.83506057597697 5241.8519494142383 1433.2053175326437 3910.6305058896542 43.295688884332776 74.159146204590797 307.71030418388546 112.34786601737142
leaf_count=1506 484 13653 38284 12343 27604 14418 4084 28704 14184 66022 513 131 962 929
internal_value=0 0.0158923 -0.00101892 0.0163929 0.0260983 0.0334379 -0.0453886 0.00049027 -0.0103649 -0.0646731 0.0795146 -0.0263237 0.038682 -0.0692062
internal_weight=0 39193.6 14751.1 8738.36 24442.5 18997.6 6434.21 5444.96 2284.75 4149.46 126.479 6012.73 851.545 4022.98
internal_count=223821 135621 64411 25996 71210 42022 88200 29188 19230 68970 2019 38415 5046 66951
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=15
num_cat=0
split_feature=19 139 155 139 44 163 173 176 1 25 33 81 146 129
split_gain=2368.77 1307.83 664.524 646.777 807.276 410.134 255.62 242.694 154.697 150.132 125.685 113.807 110.038 104.003
threshold=0.036203333302042222 0.31394795670418746 0.13359800801376079 0.16115181968388745 0.43852794690861746 -0.19136353829333733 0.25116199201271189 0.32409675002432897 -0.37425743952261481 0.0156150155577768 17.99833891587226 0.18514079787978613 -0.13541838320665242 1.0197055775597186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 -2 -4 -3 -6 -10 12 -5 -13
right_child=1 8 7 11 9 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.043078278471334858 0.026684139462233636 -0.068320380120693927 0.062665909948827869 -0.048240283627554018 0.3440271834779951 0.0084970509320929279 -0.016227873981972993 -0.0087871935614090447 -0.04316080852011308 -0.05046304257609581 -0.0023299567927038043 -0.065068950275430179 -0.0082303256888803938 -0.017345793982885622
leaf_weight=1769.0619313586503 9338.0937735289335 732.05347579531372 7529.9839108735323 1629.3490276765078 9.670991085469721 12004.582913374528 1630.5363021977246 507.38346930593252 1195.6685359943658 3923.7379260137677 2040.3887482322752 3125.2077171932906 1189.022103805095 534.80177504755557
leaf_count=14238 32926 3670 40048 20615 67 41852 6254 1259 5971 24743 8969 15125 5578 2506
internal_value=0 0.0254095 0.0363114 -0.019429 -0.00953751 0.00187281 0.0203051 0.0581552 -0.0268073 -0.0494931 -0.0174163 -0.0464648 -0.0313608 -0.0580956
internal_weight=0 22974.1 19006 24185.4 17707.1 13773.6 10968.6 8037.37 3968.11 3933.41 3236.06 6478.38 2818.37 3660.01
internal_count=223821 99097 80487 124724 80900 56090 39180 41307 18610 24810 14940 43824 26193 17631
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=15
num_cat=0
split_feature=139 52 35 116 67 129 129 168 192 45 174 181 112 4
split_gain=9026.63 2009.09 1455.31 919.608 704.188 656.588 495.12 446.149 350.9 178.518 114.178 335.096 91.3577 78.6746
threshold=-0.047490406613972726 0.25668090559245388 0.043904635027289161 -1.0000000180025095e-35 1.9395958552106516 1.0165606556219333 1.0170246263408462 8.3626572857340271 16.667536253605803 0.075826503083170974 0.30664518544874991 0.039659640312062622 -0.14161699730951713 20.374833359037702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 9 6 -5 -3 -4 -9 -1 12 -12 -2 -6
right_child=2 4 7 5 13 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.070829353330149378 -0.030097337456024831 0.067074137720028751 -0.063182065090404638 0.031514323838864954 -0.02082290007111148 -0.016957856460628092 0.024607241210019223 0.038320595794102456 -0.021185971097630756 -0.008269421006829477 0.075469730091828849 -0.069012374549910577 -0.08132273065125481 -0.093437512787123048
leaf_weight=1823.330743405968 358.6591187082231 11783.299134209752 1639.0150966793299 7088.7757055535913 611.95262435823679 4613.0905979238451 3579.3965886235237 1448.202230874449 3138.5528652220964 608.3075711466372 185.86301576718688 1177.4705073274672 11889.606151483953 197.31547133624554
leaf_count=24373 2387 31356 7290 18322 1064 13237 7493 3036 7321 2660 452 4990 99580 260
internal_value=0 0.0283199 -0.0584491 0.000777879 0.0523903 0.0124057 0.0571797 -0.0183999 -0.00239762 -0.0551791 -0.0767671 -0.0493152 -0.0798227 -0.0385278
internal_weight=0 30305.5 19837.4 14133.5 16172 11701.9 15362.7 6225.77 4586.76 2431.64 13611.6 1363.33 12248.3 809.268
internal_count=223821 98765 125056 58592 40173 31559 38849 17647 10357 27033 107409 5442 101967 1324
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=15
num_cat=0
split_feature=160 116 157 162 23 140 104 157 145 138 72 94 170 116
split_gain=3727.59 1001.38 806.831 620.427 504.058 376.604 283.562 449.494 252.662 268.544 195.934 94.7005 40.8808 41.9906
threshold=-0.046030954833854672 0.0017358713424495806 -0.2610975252812851 0.084042749190970531 0.093637216977437682 -0.031992318971606697 0.16598011856303033 -0.16168131538376732 -0.22579274658139922 0.43567160219240247 0.053623707100729438 0.016857764640982816 1.5217267528294292 0.28410740270026386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 12 7 -7 9 -3 -10 -8 -2 -14
right_child=5 8 3 -5 -6 6 11 -9 10 -11 -12 -13 13 -15
leaf_value=0.073709299758426175 -0.07795597982898228 0.032385231867288873 0.046318497615498028 0.0011733712736115721 0.018681845461819776 0.076585967057321583 0.0038911136614367715 -0.033963106278714017 0.14940514395859447 -0.046714468065160199 -0.033001278951486628 -0.063363350029044724 0.14485663702065274 -0.041925021792091004
leaf_weight=4955.6216670460999 4307.8812754154205 1610.0369694624096 4352.9104029238224 10124.994826395065 2506.6563259661198 486.86510553210974 230.14262853190303 1503.9832846354693 59.723887532949448 585.21352238953114 4208.7187649086118 2319.3672657329589 13.08799256198108 149.74805502407253
leaf_count=17940 85518 4179 14822 33909 6104 1743 1639 19823 186 1189 17308 17958 169 1334
internal_value=0 0.0183228 0.0285141 0.0147467 0.055225 -0.0554948 -0.0352087 -0.00692816 -0.0162704 0.0112987 -0.0304491 -0.0572923 -0.0760968 -0.0269124
internal_weight=0 28403.9 21940.2 14477.9 7462.28 9011.08 4540.36 1990.85 6463.69 2195.25 4268.44 2549.51 4470.72 162.836
internal_count=223821 95637 72775 48731 24044 128184 41163 21566 22862 5368 17494 19597 87021 1503
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=15
num_cat=0
split_feature=95 63 69 184 126 8 90 73 25 195 193 154 41 151
split_gain=7234.55 1912.48 909.859 736.575 542.539 528.754 481.585 468.676 460.322 384.6 337.755 215.077 132.412 114.835
threshold=0.056183329472088532 0.19133103395666703 0.11854417951548094 -0.0049457378506015653 0.94558943791354555 -0.14722042907954833 -0.0009253728951773083 0.23613764555623415 0.11352950045517467 0.67475428066249521 0.072107080392673675 1.4786499462486267 21.387406707498609 -0.37052243675082647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 12 6 11 -3 -5 -7 -6 13 -4 -2 -1
right_child=1 4 5 7 9 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.019636922530763989 -0.051838195703969803 -0.088060294804899006 -0.074388688733599037 -0.024697929827499094 0.054425176570348302 -0.035132272224534619 0.05970569570778337 0.016468688581868451 0.077449244718769461 -0.015538198710209195 -0.03316843731837886 0.48874961751675283 0.32659869663975982 -0.07875759597195893
leaf_weight=338.80046267062426 2443.0488867647946 224.58038201183081 760.24056777358055 3463.0800597071648 1282.1758745238185 604.23034802824259 12316.683395329863 13730.494049042463 910.39733951538801 2029.2450017109513 2089.2612904235721 6.8431466817855826 9.2808072417974454 10853.506956085563
leaf_count=3544 8304 156 3958 10250 1558 2523 17618 18802 1543 2792 13100 8 10 139655
internal_value=0 0.0217144 -0.0600563 0.000864311 0.0475535 -0.00172113 0.0570596 0.00817703 0.0325371 0.0115515 -0.0700781 -0.0693649 -0.050406 -0.076968
internal_weight=0 35498.6 15563.3 19645.9 15852.7 2281.71 12541.3 17193.6 1514.63 3311.42 13281.6 767.084 2452.33 11192.3
internal_count=223821 59490 164331 37366 22124 8032 17774 29052 4066 4350 156299 3966 8314 143199
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=15
num_cat=0
split_feature=139 97 76 152 90 130 63 21 6 115 25 55 136 128
split_gain=1743.71 668.641 799.51 503.182 351.722 345.071 301.618 276.873 263.044 197.196 191.446 182.988 248.645 158.051
threshold=-0.090077732712298755 0.52621934187750152 1.3773198865963614 -0.34660847528732602 1.0846197027160016 0.074977504268458589 0.18107246440755245 0.16823672837140297 0.29935371880035816 -0.30054697032151506 0.47881120698506657 -0.16893081841702146 -0.074998464493611319 -0.038782397012116096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 11 -4 -3 9 -7 -6 12 -1 -10
right_child=1 4 6 -5 10 8 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.35186875280185359 0.073661984503850239 0.00019736177339658466 0.074247669658583745 0.01492692470343681 0.031452366646362674 0.80546161617513734 0.19858379686621297 -0.056133580921934503 0.13849187172531324 0.036705058391263194 -0.036011930890401639 -0.065120754229484157 -0.041082976679251822 -0.044319637418258478
leaf_weight=24.872747637331486 1530.9252910837531 1399.3191290162504 637.16015590727329 30866.141272470355 1721.8287592455745 3.3535020425915709 281.21130399592221 2317.8064562194049 49.234564257785678 667.18280474096537 556.59947249293327 3693.960859971121 45.669453681446612 1198.745857944712
leaf_count=261 3656 2622 529 115538 3318 16 272 9074 361 3719 4105 67254 874 12222
internal_value=0 0.0147781 0.0203107 0.0177025 -0.015965 -0.0444829 0.11232 -0.0349277 -0.00996566 0.0405498 0.0149714 -0.062074 0.0974694 -0.0371075
internal_weight=0 39311 33315.4 32397.1 5995.55 5683.02 918.371 3717.13 1918.52 670.536 2278.43 3764.5 70.5422 1247.98
internal_count=223821 139114 119995 119194 19119 84707 801 11696 16318 3735 7423 68389 1135 12583
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=15
num_cat=0
split_feature=156 52 14 151 115 14 195 114 161 115 133 19 156 68
split_gain=2428.97 1543.56 777.032 620.677 417.012 370.66 315.996 281.836 358.617 272.056 230.192 222.339 181.928 104.337
threshold=2.4530934910760602 0.27460751165618702 0.028225152662511747 0.088561800622206435 0.021034470777464166 -0.18618379220031497 0.31079811995949053 10.402683848148687 -0.19965902181476586 0.44177790485691387 0.19026709228113853 0.1249573767148357 1.4223168804948336 0.20907585577174301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 11 -5 -6 8 -4 10 -3 -2 -1 -11
right_child=1 9 7 5 6 -7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.059526634663572102 0.032998019129284441 -0.009973095609084057 -0.05937465792246719 -0.030803020182707547 0.048579313209831242 0.026846356186535532 0.0098855132144701468 -0.022140334759795322 0.043435597583970968 0.007742858598095561 0.13523989438861703 0.063179372871048203 -0.03361256545321134 -0.057430198351502565
leaf_weight=5823.5789978932589 4271.4810464940965 3289.3394115976989 389.53345169499516 2330.4713209103793 3005.5493539571762 2138.8881343081594 7087.7695345580578 1563.0062571372837 2629.8634827770293 279.29760517552495 112.91118566133082 5695.2225858494639 5065.6364967934787 2038.5183351114392
leaf_count=40539 15924 13883 1389 12260 9371 7776 20026 5913 8895 1190 649 34736 31587 19683
internal_value=0 0.0226687 -0.02381 -0.0345925 0.035735 -0.00321393 0.0214076 0.0123289 0.030172 -0.0231544 -0.00515388 0.0502444 -0.0474715 -0.0495768
internal_weight=0 25780.1 19941 15358.6 20060 4469.36 10093.3 4582.4 3019.4 5720.07 3402.25 9966.7 10889.2 2317.82
internal_count=223821 115462 108359 92162 80057 20036 29397 16197 10284 35405 14532 50660 72126 20873
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=15
num_cat=0
split_feature=34 124 44 193 115 126 193 68 34 112 126 5 61 52
split_gain=7430.3 1527.92 1077.55 1070.66 756.826 733.622 688.256 311.567 258.586 240.331 229.376 127.426 107.388 83.467
threshold=0.047320186644861102 -0.18465168162997872 0.15231100815749041 0.031512149777345948 0.023471325481468696 0.91968981642078285 0.031512149777345948 0.19099905755733906 0.32296382409089064 -0.18701211709824375 0.9128015644411972 -0.012771994412136287 0.0028206402873984693 0.017723074790644975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 10 -3 7 -6 -2 -7 11 -4 -1 -5 -11
right_child=1 4 3 12 6 8 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.079775868183213597 0.030641120557324087 -0.063883221925958064 0.062326046958952178 0.059686687573764663 0.02608526437740168 -0.032812511833673931 -0.020629361219124079 0.06391660939451442 0.024848040921344197 -0.08025514387608175 -0.023318453699987862 0.059416308980652047 -0.068202582450937618 -0.055447009807830697
leaf_weight=97.905498240143061 4059.0909492224455 1693.6030825525522 1363.163514457643 67.945893969386816 7784.6889606565237 1358.3599717803299 5301.8514409810305 9172.3254766464233 1819.6571130529046 10720.045276384801 405.80985316261649 200.37776908650994 1949.9523655492812 1552.6347968690097
leaf_count=1400 9131 10820 3026 179 18519 3162 11230 27310 4364 113438 1232 707 8661 10642
internal_value=0 0.0223402 -0.0608743 -0.0141115 -0.000981111 0.043346 0.00715941 0.0537085 0.000202551 -0.074961 0.0426788 0.0137293 -0.0638963 -0.0771166
internal_weight=0 31189.6 16357.8 3786.87 14780.1 16409.4 13086.5 13231.4 3178.02 12571 1768.97 298.283 2017.9 12272.7
internal_count=223821 84536 139285 13098 40569 43967 29749 36441 7526 126187 4258 2107 8840 124080
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=15
num_cat=0
split_feature=115 13 73 137 160 159 127 193 163 195 73 0 160 86
split_gain=3284.4 1195.5 647.549 616.624 571.085 480.537 455.137 323.92 262.538 262.336 209.786 175.404 190.686 165.716
threshold=0.011936543248717544 -0.076374432137294765 -0.037895853666800795 -0.0027774411907083682 -0.14693190013235186 0.098385172021147424 -0.38223627839441304 0.43302935277217353 -0.2630951239811995 0.21459582336830788 0.27468981328416137 1.535952175206438 -0.34425362555731004 -0.029057732612084799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 11 9 -1 -6 -7 -3 -9 13 -13 -2
right_child=4 5 3 -5 7 8 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-0.030296855976404764 0.13447522814806237 -0.058385447950377173 0.045252620523059325 -0.0051398469327117394 -0.069246372199116821 0.022544580874963385 0.058754560167618042 0.035754285146854262 -0.048765876355933921 0.048023359635122588 -0.04081509583574161 0.075254827915367861 -0.0067107322557653712 -0.052792278240936463
leaf_weight=615.7211775071919 49.48885190486908 284.84769678488374 4156.2017416413873 5840.4754465296865 6048.9380540074781 609.72418687492609 8456.2103650849313 469.726856097579 3368.7187186451629 1241.4534881543368 1501.9613602049649 322.61087742820382 2360.979127574712 1046.3934979476035
leaf_count=1344 155 1410 13472 16015 82533 1831 32100 2790 46088 5426 11129 927 5886 2715
internal_value=0 0.0215152 0.0333662 0.0158112 -0.0426714 -0.0195367 0.0527106 -0.0577729 -0.0378371 0.0281647 -0.0225735 -0.0106238 0.00314285 -0.0443355
internal_weight=0 24573.4 19068.6 9996.68 11800.1 5504.74 9071.93 8020.63 3978.44 1526.3 1971.69 3779.47 2683.59 1095.88
internal_count=223821 117686 62931 29487 106135 54755 33444 96452 47919 6836 13919 9683 6813 2870
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=15
num_cat=0
split_feature=94 181 63 180 195 97 195 118 169 176 89 176 99 136
split_gain=5981.26 1382.41 1368.52 924.035 864.415 556.309 390.761 337.36 324.821 249.901 235.39 229.085 204.86 199.355
threshold=0.026781925154723461 0.12087520175598267 0.38789369118311584 36.848058902275774 0.23049502362980537 0.18855449612262903 1.1022226932158208 0.82352031176237872 1.2770061709705376 0.024941709797604426 -0.0026218250601678619 0.029704075691676039 0.30948394991888911 0.024696148103810881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 10 13 12 -10 -4 -8 -1 -3
right_child=2 7 6 4 -6 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.070914957316391664 -0.05760580238092864 -0.057889374244847407 -0.066091863734242307 0.14032907211944465 0.01881051561591247 0.003567915674779694 -0.064296083766647569 0.039355274916421039 0.42195432948452327 0.03134090059305334 0.074000653161865201 0.034175117497885828 0.11117141762601113 -0.011119822029324641
leaf_weight=11818.140067212284 2578.8100664336234 1167.0112088397145 122.36747640371323 608.54118077456951 15379.438623610884 3509.8494736626744 269.20292103290558 1104.77047970891 20.198207926005125 86.607854105532169 6042.1746717020869 1930.2175094485283 62.112552016973495 4160.7180419489741
leaf_count=152770 8533 7674 67 510 20634 4581 488 2742 78 620 10582 2941 70 11531
internal_value=0 -0.0483337 0.0238613 0.0108105 0.0234358 -0.0223418 0.058309 -0.0109359 -0.0684022 0.10521 0.0712198 0.0221225 -0.069963 -0.0213644
internal_weight=0 18419.6 30440.6 22076.6 15988 6088.66 8363.96 6432.5 11987.1 106.806 6164.54 2199.42 11880.3 5327.73
internal_count=223821 175485 48336 34258 21144 13114 14078 21947 153538 698 10649 3429 152840 19205
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=15
num_cat=0
split_feature=158 66 63 168 128 105 55 129 48 167 195 143 58 6
split_gain=1510.94 588.452 439.547 460.787 328.458 232.729 208.829 200.542 291.762 196.246 293.961 175.217 148.971 82.2055
threshold=0.10084672824153322 10.636757989757252 0.59217016723862403 2.9235407627096435 0.15292721471143678 5.7924185127870826 -0.17867507602454569 1.0153163336371029 129.76644987669246 -0.16555262177606403 0.34659115668535395 18.166516362129645 -0.16001060833358013 0.14001362973925002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 12 -9 10 -6 -11 -3 -4
right_child=4 7 13 -5 9 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=-0.023897464316643181 0.15024738986967978 0.13208048288961527 0.22767043936228554 0.022934206192447779 0.27657671308482784 -0.070252634501194983 -0.027644435533902736 -0.020085241578025534 0.068657748771779381 -0.014550147994426117 -0.05385789200940632 0.30425968265805081 -0.072562134954974988 -0.068196449319149061
leaf_weight=2249.2535111568868 70.800182870589197 37.187234688550234 9.5328834950923902 31869.966580459848 61.637110967189074 3069.5422992426902 971.31417754106224 3225.2287441696972 418.55572966020554 970.46274448558688 47.802596975117922 17.550835335627198 819.02737534884363 630.61042799428105
leaf_count=13089 843 121 32 90963 208 60524 17304 14892 1391 11788 292 43 7359 4972
internal_value=0 0.0139015 0.0183066 0.0198469 -0.0434172 -0.0563902 -0.0155586 -0.0201247 -0.00989148 0.00518699 0.132245 -0.00888689 -0.0636741 -0.0637905
internal_weight=0 39259.4 34759.4 34119.2 5209.11 4111.66 1042.11 4500 3643.78 1097.45 109.44 988.014 856.215 640.143
internal_count=223821 132819 109056 104052 91002 78671 18147 23763 16283 12331 500 11831 7480 5004
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=15
num_cat=0
split_feature=156 52 166 61 124 154 168 162 176 126 133 134 64 166
split_gain=2023.28 1204.75 739.478 520.007 435.896 339.354 304.128 262.186 242.768 189.481 139.624 127.574 79.6931 61.9237
threshold=2.4757764996998883 0.3438480998255754 -0.23386390136397087 0.24444918821109615 -0.13362424353981539 0.084375088589352346 19.878290104109581 0.18544746458328723 -0.0034469524561093184 0.95828373868200123 0.026448422611808169 -0.30452609374400436 -0.046283536638637039 -0.34529031980838892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 5 7 -4 -6 -2 11 -5 -10 -3 13 -1
right_child=1 8 3 9 6 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.060305917545710401 0.049008498331955169 0.35696645318455011 -0.0096991722757778145 -0.041998132665801831 0.045339892878435019 0.03115410630596617 -0.019366580565571077 0.00067779823815911392 0.044233409861933928 0.010481275882533291 -0.037912412171233215 0.042688857621931392 -0.060165082650414758 0.017996178470520468
leaf_weight=172.12051930092275 1418.2009048350155 13.45903607457876 5991.9540830254555 4829.8467382993549 12964.3477329202 3077.6484078876674 769.488798905164 5382.2442450709641 218.90051356889307 802.28235791996121 3778.7227370087057 320.28345324844122 4309.5982684846967 244.4175489731133
leaf_count=3018 4770 65 21962 23105 58794 12692 2115 18153 1311 3249 28179 1202 42588 2618
internal_value=0 0.0213528 -0.0217183 -0.0106567 0.0314621 0.00416384 0.0417145 0.0107569 -0.0265738 -0.0345226 -0.0334143 0.0553629 -0.056128 -0.0143596
internal_weight=0 24865.6 19427.9 14701.7 20534.3 9069.6 13733.8 6800.45 4331.37 5632.13 3997.62 333.742 4726.14 416.538
internal_count=223821 114589 109232 61008 83832 34654 60909 22923 30757 26354 29490 1267 48224 5636
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=15
num_cat=0
split_feature=139 107 35 116 118 126 115 118 115 67 127 179 103 70
split_gain=6677.33 1414.33 1271.33 736.568 607.56 539.544 463.17 279.177 270.185 212.066 106.18 79.1995 215.93 71.8295
threshold=-0.044505527693737501 0.22804870460579871 0.023170017050382689 0.005759710425939292 0.027497689525517257 0.91838163475505852 0.18095087494809095 0.33633396881846689 0.028381228843044243 0.22658639443637671 -0.26286508724705604 0.39303804473731735 0.058846214618320715 -0.022958719385102518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 10 9 -5 13 -8 -6 -3 -1 -2 -13 -4
right_child=2 4 6 5 8 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00089081376824493594 -0.079038914217026357 0.039797546815448129 -0.026238944751611877 0.025822720430896635 -0.05244935858192562 -0.021674099910493429 0.015444194501312689 -0.040341447373849398 0.026520259814911431 0.072280693693366718 -0.066389698740090472 0.076292613968326026 -0.066882553552354715 -0.068691342448973861
leaf_weight=289.48245202936232 9836.1839785352349 3071.8574909567833 529.74331527203321 6896.0532491877675 466.55701638385653 3661.522812731564 3005.9084875658154 1278.7050341926515 6069.2479431368411 5813.1192171871662 1706.5549463983625 120.36937517113984 843.41198994405568 1609.5327315572649
leaf_count=3333 98410 7298 2803 18555 2311 9541 5815 3019 15519 19776 23325 378 4211 9527
internal_value=0 0.0237387 -0.0554051 -0.0011822 0.044026 0.00935012 -0.0201781 -0.00120454 0.020883 0.0610501 -0.0568905 -0.0763584 -0.049001 -0.058179
internal_weight=0 27974.4 17223.9 12553.6 15420.8 10557.6 6423.89 4284.61 6535.8 8884.98 1996.04 10800 963.781 2139.28
internal_count=223821 99658 124163 54754 44904 28096 21164 8834 17830 27074 26658 102999 4589 12330
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=15
num_cat=0
split_feature=167 110 157 127 139 173 108 73 157 119 77 185 44 139
split_gain=2705.92 808.107 853.789 533.066 461.387 368.1 305.411 280.064 360.359 278.288 254.974 122.537 38.2567 27.2596
threshold=-0.055407852856420255 0.25329849173471047 -0.28192618109969964 -0.066357632819233542 -0.020933874120427857 -0.068998305916070216 1.8395031486621041 0.19009304402800439 -0.18340954253080485 0.019692695831448302 -0.11474493413977545 0.59624481729275425 1.4470848048948903 -0.11115598205761446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 12 9 -7 8 -6 -3 -1 -9 -2 -14
right_child=4 5 3 -5 7 6 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.048461425899670486 -0.077549215548595563 -0.01362187795951356 -0.015989279506483958 0.027561911351420578 0.079357069445069262 -0.044823179005152931 0.032194218422264935 -0.069863723645545273 -0.023963880692935483 0.032972024231589195 0.071201860499992553 -0.022270888605260712 -0.055652453868625079 0.027802995666613664
leaf_weight=185.96692489087582 3716.5064658625051 2707.9053136128932 3883.0030280724168 10175.188615759835 456.91121160425246 3219.939153291285 612.88313502818346 1321.8926531728357 1292.3613401185721 2434.0699886791408 4189.4448432512581 915.75415669381618 136.23190825432539 54.916235633194447
leaf_count=356 89715 6972 13823 39095 1656 9240 2197 13069 15817 7125 15872 6878 1525 481
internal_value=0 0.0155579 0.0275391 0.0155327 -0.0508862 -0.00905058 -0.0325078 -0.0269526 0.00302362 0.0084344 0.0661158 -0.0503864 -0.0753053 -0.031676
internal_weight=0 27408.4 18433.6 14058.2 7894.57 8974.8 3832.82 3986.92 1749.27 5141.98 4375.41 2237.65 3907.65 191.148
internal_count=223821 94680 69146 52918 129141 25534 11437 37420 17473 14097 16228 19947 91721 2006
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=15
num_cat=0
split_feature=94 89 136 19 126 126 96 117 151 159 169 188 187 13
split_gain=4954.24 1177.73 1071.18 834.499 711.034 644.408 527.675 382.373 341.694 273.967 227.946 184.947 169.069 112.92
threshold=0.026781925154723461 0.089597854746347683 0.35672286749816157 -0.21503915049029299 0.94340710357710578 0.90032024425040247 0.29497953318394127 5.6774353754359552 -0.13655933476439641 0.030553871071921233 1.1435138300396601 0.1639344262295083 0.15065062951187491 -0.18128090312093773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 8 6 -5 -4 9 -2 -3 12 -6 -1 -9
right_child=2 7 4 5 11 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.070867336502663567 0.084610317392633985 0.10829712796069253 -0.0024696601040340984 -0.06035789320005807 0.053117694269212423 0.0016354025314053546 0.0636007491637198 0.0035541227724597921 0.018120611020559538 -0.024396447458070014 0.035304156694989694 -0.0064959393818179783 -0.035721557472176667 0.076795577030308315
leaf_weight=9874.0933892000467 1468.6298369113356 161.08632027357817 1396.1364400777966 2001.1666052658111 626.9969659075141 10343.465210372582 9008.3235196769238 327.19656941667199 1631.5688068494201 4565.0079921595752 226.52381147816777 3061.6962484717369 1588.9910835269839 590.22264032438397
leaf_count=145962 1777 205 2495 7142 809 15316 14179 699 2656 16756 1126 3962 9446 1291
internal_value=0 -0.0459208 0.0214253 0.00323447 0.0413608 -0.00841422 0.054735 -0.0084053 0.0496182 -0.0198737 -0.0640325 0.00363707 -0.0659955 0.0506741
internal_weight=0 17333.1 29538 15444.8 14093.2 12344.6 10404.5 5643.51 3100.2 4726.09 11689.6 3688.69 11463.1 917.419
internal_count=223821 175485 48336 26891 21445 22458 16674 18951 4433 16961 156534 4771 155408 1990
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=15
num_cat=0
split_feature=13 172 90 96 95 4 34 134 188 42 57 96 32 128
split_gain=1418.66 508.725 476.969 484.214 472.26 282.52 343.703 361.939 264.818 238.935 189.205 137.045 125.275 123.417
threshold=0.17943581689514257 3.3680320171200941 -0.045624821598786384 -0.12897456607546789 -0.02507022873708303 -0.055883382925849781 0.03051000476757015 -0.10727490750805972 1.4777026245808773 -0.063180839324617669 81.451302572271217 0.00116272918086456 0.24183330298473479 0.77555753197684385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -2 -8 13 11 -11 -3 -10 -7
right_child=5 9 4 -5 -6 8 7 -9 12 10 -12 -13 -14 -15
leaf_value=0.1359127360458037 -0.029563288087909773 -0.090314253269602282 0.068252010881162437 -0.051995805029619792 0.015746345399721882 -0.066657989080722305 -0.083921703690527025 0.33487903760484544 -0.025142374143679969 -0.038846599038268065 0.041727753321114801 0.12717918796179647 0.20417938369254029 0.12963884665462075
leaf_weight=150.29425494745374 218.64126751571894 35.840658809989691 1805.9218646846712 1566.0935526769608 33309.56887810491 3312.0030253948644 30.549263369292021 63.590885433368385 42.583926547318697 2906.165280607529 323.91630666609854 151.1629262380302 54.067768847569823 32.342150850221515
leaf_count=290 4841 341 8987 11793 103530 70681 914 812 157 18568 2121 308 175 303
internal_value=0 0.0125064 0.0159307 -0.0355417 0.0184466 -0.0517724 0.0392215 0.198975 -0.0600436 -0.024404 -0.0307665 0.0854949 0.103142 -0.0647597
internal_weight=0 40249 36831.9 1716.39 35115.5 3753.78 312.781 94.1401 3441 3417.09 3230.08 187.004 96.6517 3344.35
internal_count=223821 145938 124600 12083 112517 77883 6567 1726 71316 21338 20689 649 332 70984
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=15
num_cat=0
split_feature=19 12 1 48 173 176 166 166 102 167 129 23 1 38
split_gain=1482.01 674.628 583.051 569.752 377.609 324.683 333.186 310.538 127.947 176.706 124.321 105.209 102.061 96.8529
threshold=0.055746790769063102 2.261767372847173 -0.19719616728815262 10.223684056961144 0.42039622274060101 0.32409675002432897 -0.21806401475675477 -0.24507614867475389 0.33949476051097977 -0.18695863101436247 1.0197055775597186 -0.15798400917870539 -0.38225942842635591 -0.078625654211096643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 7 -5 6 -4 -3 9 -1 -10 -7 -2 -14
right_child=2 3 5 4 -6 11 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.045792346830641081 -0.062234113105085045 -0.041447195119305599 -0.022021001220902021 -0.0043277469215695849 -0.048510465268656225 -0.098160649039462644 0.036897443907140802 0.03251451743859779 -0.058679593736848529 -0.0055719688629620205 -0.012246190939363766 -0.0072219554983454061 0.047954240184824748 -0.022210926395336755
leaf_weight=2177.4278011079878 555.79488977044821 643.30200234055519 1026.0495256651193 6982.9733540974557 2675.5022868197411 140.5486061796546 14866.863422384486 4828.9000400993973 3251.5451513323933 2191.9884259738028 700.9083821028471 1341.4697196017951 226.7911300715059 1484.1721801068634
leaf_count=26063 3247 6954 5745 28911 21660 321 69218 17620 18162 8286 3189 4899 1786 7760
internal_value=0 -0.0145387 0.0226962 -0.00196053 -0.0165668 0.0289193 0.0330937 0.0238197 -0.0374082 -0.0256151 -0.0504453 -0.0158462 -0.0250043 -0.0129104
internal_weight=0 23452.5 19641.7 15130.7 9658.48 17374.9 15892.9 5472.2 8321.87 4369.42 3952.45 1482.02 2266.76 1710.96
internal_count=223821 130845 92976 75145 50571 80183 74963 24574 55700 34349 21351 5220 12793 9546
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=15
num_cat=0
split_feature=140 106 35 115 118 193 167 180 68 151 37 44 45 80
split_gain=5571.93 1337.65 1044.94 773.883 618.269 546.544 380.215 367.899 244.91 228.773 130.78 128.619 74.8609 197.397
threshold=-0.020425639781616389 0.23414347492513443 0.017290926812124883 0.0098997055625213038 0.060305797135201157 0.050297221362539508 0.06548197959473287 37.912315930388225 0.33278910845995086 -0.20344415191656937 37.843999294166075 0.059636308100769482 0.1742647674747054 0.0072616339935849625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 11 8 -5 10 -8 -3 -6 -4 -1 -2 -14
right_child=2 4 6 5 9 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.075791302165197819 -0.079507018789794617 0.039610243413064045 -0.061343009562919673 0.020377711743839448 -0.023711276709287202 -0.02969934816874267 0.054769129156464695 -0.026762614520280864 0.072170882688823532 0.024718193016088519 -0.020612801728235885 -0.021472637062870094 0.093876147949615601 -0.063974474962602487
leaf_weight=1464.0159211177379 8223.9650846701115 4584.5609592683613 1762.4227475542575 8047.1819515470415 1238.9231159761548 2988.9668188281357 1024.2721140533686 1204.0097664222121 4656.1876419484615 4585.8823146838695 1426.3285399843007 620.75226841494441 84.983265111222863 1168.656707637012
leaf_count=27283 91383 11902 9416 22713 2988 7091 2573 3555 17823 13327 3506 3505 254 6502
internal_value=0 0.019603 -0.0560125 -0.00374029 0.0399331 0.00681513 -0.0209777 0.010715 0.0560168 0.0144174 -0.0431244 -0.0596176 -0.0760371 -0.0532739
internal_weight=0 28186.5 14894.6 13120.9 15065.6 11036.1 5417.03 2228.28 9240.75 5824.81 3188.75 2084.77 9477.61 1253.64
internal_count=223821 106632 117189 60592 46040 29804 19050 6128 29725 16315 12922 30788 98139 6756
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=15
num_cat=0
split_feature=166 73 13 13 195 193 114 116 3 126 116 13 72 151
split_gain=2410.65 785.353 820.663 465.036 316.225 307.608 299.363 261.63 223.728 139.081 125.872 100.119 129.365 57.682
threshold=-0.034512518735561958 0.22894941466754845 -0.29303248546774446 0.078417813415774362 1.3234257563684662 0.36794141350482407 5.0326238024845447 0.028575825703437589 13.214992317321224 0.94558943791354555 0.089168273260347722 0.029830585840062877 0.17579736453018646 0.1344538465924098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 11 -3 -1 13 -6 -10 12 -2 -7
right_child=5 4 3 -5 9 8 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.067505326385600264 -0.002270474366313491 0.016370334565828419 0.016120761107068352 -0.053703418242678769 -0.013313208593633339 0.13014108929613993 -0.040238345194683861 -0.0072776050118864115 0.022892428092229088 0.094282484496530428 -0.045002454126851582 -0.077498438193101607 -0.06258891137015557 -0.0011404510370424919
leaf_weight=4177.9524159096181 463.21313807740808 1221.1012797513977 16363.479072280228 1012.8793665841222 189.26551525108516 120.49044162686914 3975.7878277879208 526.81364838033915 360.94350698962808 328.92203992418945 1121.4483788050711 2993.1718736700714 1529.9606984136626 46.339915707707405
leaf_count=15349 4810 3090 53759 9972 659 570 14966 964 2941 1317 10158 88369 16570 327
internal_value=0 0.0135306 0.0220821 0.0120507 -0.0195093 -0.0535529 -0.0269371 0.0591315 -0.016115 0.0549837 -0.0284709 -0.0659353 -0.0485709 0.0936755
internal_weight=0 27796.2 22081.1 17376.4 5715.08 6635.57 5196.89 4704.77 1649.22 518.188 1482.39 4986.35 1993.17 166.83
internal_count=223821 100076 80044 63731 20032 123745 18056 16313 13996 1976 13099 109749 21380 897
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=15
num_cat=0
split_feature=64 63 94 189 195 129 108 195 181 90 115 93 151 75
split_gain=4271.17 1038.26 869.458 714.305 837.315 501.612 796.671 387.158 360.737 233.276 224.025 198.354 162.983 100.15
threshold=0.10538394728843561 0.38789369118311584 0.020307065864131505 34.500000000000007 0.21933072122462358 1.020384058374135 1.6480622335224127 0.77207863266715948 0.21904031489383505 -0.0009253728951773083 0.11165640077122919 0.27428424206685226 -0.36066159108940804 0.074617902836399755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 -4 -5 6 -2 9 12 -3 -9 -7 -1 -10
right_child=1 7 3 4 -6 11 -8 10 13 -11 -12 -13 -14 -15
leaf_value=0.0040091308381043581 -0.010749864526644455 -0.07624730329034704 -0.067766780221281728 0.1762335064468547 -0.0035071335965344858 0.015542877382075541 0.031170454819029234 -0.060838688348782789 -0.017357256918834527 0.072570572172747372 0.031548032311795364 -0.045936075576425782 -0.072133270278645786 0.34010142498911888
leaf_weight=290.66650947369635 7513.2928917910904 107.78129912167788 1743.3410237152129 277.63129552453756 3899.1057648714632 697.7476922031492 11430.596597811207 298.32267980277538 1414.6172715630382 4635.2535386160016 2183.864528529346 2117.1462268158793 8557.5510561577976 7.8815478533506385
leaf_count=3793 20739 54 9375 216 12231 1140 13211 614 7165 9560 3721 2691 139303 8
internal_value=0 0.0195982 -0.044524 -0.0140011 0.00844038 0.00869174 0.0145445 0.052443 -0.0621176 0.0691888 0.0204445 -0.0306969 -0.069632 -0.0153767
internal_weight=0 28984 16190.8 5920.08 4176.74 21758.8 18943.9 7225.22 10270.7 4743.03 2482.19 2814.89 8848.22 1422.5
internal_count=223821 51730 172091 21822 12447 37781 33950 13949 150269 9614 4335 3831 143096 7173
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=15
num_cat=0
split_feature=13 10 126 106 93 95 43 123 5 34 75 17 125 193
split_gain=1207.83 491.025 409.068 546.647 382.687 551.699 372.483 345.461 272.059 236.77 322.278 230.46 151.913 101.203
threshold=0.17943581689514257 -0.13002626648715501 0.92695182258047315 -0.45299207685719134 -0.043081538795501105 -0.02742653735455922 2.8897498829556558 884.50000000000011 -0.053377971864169385 0.034251381467061512 0.00237991175412914 1.2021285454790209 -0.49556317017807766 0.0096695824956074712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 9 -2 -11 13 -13 -10
right_child=8 2 6 -5 5 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.068996432366296712 -0.024966677264413491 0.16237191032149856 0.033811468412801159 -0.018683979756153938 0.085843620234792695 0.020085749985519655 -0.0095572928956674449 0.08288709266652157 -0.075315395632859841 -0.062199281395769135 0.28100634103359573 0.9671357782779193 0.066156876162263858 -0.034984326257672414
leaf_weight=784.80133039318025 220.23667819518596 169.8979115858674 4684.1124778082594 9017.3783136280254 1360.5736869834363 20494.231202071533 3430.9844056824222 185.06771301850677 2175.0247685741633 43.969754909165204 72.430433761328459 1.9032685048878182 111.76533880736679 871.46637837588787
leaf_count=6129 5091 305 11392 51129 5276 58724 12415 568 56012 997 922 10 552 14299
internal_value=0 0.0118205 -0.000884738 -0.0153358 0.0214518 0.0241795 0.0154756 -0.0400144 -0.0494584 0.036003 0.151362 -0.0585622 0.0812429 -0.0637785
internal_weight=0 40127 17302.4 9187.28 22824.7 21854.8 8115.1 969.869 3496.8 336.637 116.4 3160.16 113.669 3046.49
internal_count=223821 145938 75241 51434 70697 64000 23807 6697 77883 7010 1919 70873 562 70311
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=157 19 115 0 157 124 19 81 187 140 180 43 157 34
split_gain=1450.17 967.09 419.568 431.045 257.569 252.372 241.495 178.536 137.527 92.0666 86.6965 75.0671 32.8991 21.5921
threshold=-0.20985414638935268 0.036203333302042222 0.44177790485691387 4.3934786675592834 -0.32592946301694592 -0.25072969272576145 0.27019963610188918 1.6344977672277226 0.06140984687151408 -0.42117384768340788 30.880187416331996 3.8220925148458487 -0.41514190564819103 2.1060128259763249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 9 -7 10 -9 -3 -6 -4 -1 -14
right_child=1 5 11 -5 7 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.076582283902334569 -0.020243109015280703 0.14666417287235164 -0.005315280793028827 0.014186605446981807 0.02962631756230287 0.020116493716857156 0.044775934661497992 0.13125595715802327 -0.024081593269668376 -0.012634898496078063 -0.03255780714435038 -0.053467712091845004 -0.054991989085452921 0.15053942676895754
leaf_weight=1057.8434649519622 6205.3184767682105 37.068928848952055 387.75355542078614 8783.1066807955503 239.87157522328198 9167.3006170783192 7006.840804265812 128.16389335691929 102.63799999840558 1706.1796779409051 3432.4657845534384 1961.4707075525075 1818.3445665445179 5.1257889270782462
leaf_count=8031 31460 217 2221 32035 2288 36292 39119 564 604 7218 26732 21074 15915 51
internal_value=0 0.0106107 -0.00622627 -6.75501e-05 -0.0398752 0.026903 0.0307993 -0.0231343 0.0621771 -0.00924752 -0.028496 -0.0455199 -0.062553 -0.0544142
internal_weight=0 35255 17337.6 14988.4 6784.45 17917.4 16174.1 3903.14 230.802 1743.25 3672.34 2349.22 2881.31 1823.47
internal_count=223821 169636 86790 63495 54185 82846 75411 30188 1168 7435 29020 23295 23997 15966
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=15
num_cat=0
split_feature=67 193 173 35 106 154 105 126 195 156 160 108 67 112
split_gain=4939.27 2150.55 1165.74 601.93 467.34 335.615 292.867 264.409 147.264 131.255 85.0086 51.7823 32.1963 38.5725
threshold=0.013664559823288227 0.029951462513459048 0.32619124149528661 0.074522906945550318 0.22802629635994498 -0.23048547236150727 8.8016701630259693 0.91968981642078285 0.31448302233820796 1.9565718561462064 -0.17839016192290399 1.3036146162007711 -0.02217775212413288 -0.15562000099328607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 9 -2 -5 12 -4 11 -3 -10 -8 -1 -14
right_child=1 3 7 5 -6 -7 8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.082291577034223476 -0.0075895623520736838 -0.073764418107178306 0.067360757004815572 0.015239426989970516 0.029346872477501913 -0.029262978485131583 -0.0062123400147584031 0.014180128384193139 -0.059122719737912645 -0.031476003166665809 0.022381067307028966 -0.076862490356262914 -0.021463442718344678 -0.071791534995015824
leaf_weight=5787.2921199221164 6417.2230084575713 2311.6915018837899 6902.7435133680701 3141.5129396989942 7347.647322466597 3679.4153663888574 129.7556322272867 1081.3675796054304 167.3082314953208 1075.3983609080315 544.25927775539458 517.46662506461143 165.39889478869736 1920.6794276349247
leaf_count=84985 23208 13141 24478 5905 19455 8594 1012 3385 1805 5157 3634 3656 1188 24218
internal_value=0 0.011987 0.0297593 -0.0258782 0.012127 -0.00876652 -0.0710532 0.060158 -0.0281798 -0.0603379 0.00321738 -0.0626985 -0.0784523 -0.0678012
internal_weight=0 31957 21749 10208 13764.9 6820.93 9232.16 7984.11 1358.79 3387.09 711.568 647.222 7873.37 2086.08
internal_count=223821 103323 70526 32797 42663 14499 120498 27863 10107 18298 5439 4668 110391 25406
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=15
num_cat=0
split_feature=166 114 166 26 12 130 139 169 107 14 79 81 44 154
split_gain=2044.24 692.661 531.605 567.94 465.972 363.286 327.699 193.688 151.925 151.054 141.749 135.427 64.0643 34.2519
threshold=-0.034512518735561958 4.1562709340172272 -0.29583354498943082 -0.042346797642820323 1.5856650967402619 -0.22792246860623325 1.0000000180025095e-35 1.0483597464068006 -0.39126127140856598 -0.27407810573071084 0.42410837850562905 0.16953686174820884 1.4470848048948903 -0.23383494811926028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 9 12 11 -7 -1 -9 -8 -2 -14
right_child=6 2 3 -5 -6 8 7 10 -10 -11 -12 -13 13 -15
leaf_value=0.1311120086668571 -0.0766207929651814 -0.0062662422887418872 -0.049990718749899785 0.002365414513431766 0.045824499943797559 -0.057104454749127724 -0.0090166967411048331 0.096971637964040805 0.053582412984192654 -0.10036789312413713 -0.029341307255001964 -0.056029049882122595 -0.061046140816247207 0.020717827021147737
leaf_weight=32.245124623179436 3085.5579158496112 2733.9994588196278 2490.985045524314 12314.812624125741 4617.7751909904182 127.23695609718561 1042.3094219723716 202.86635954026133 4880.4504748499021 224.1986456559971 158.06801784224808 1486.7889878163114 99.414958578534424 105.71595065109432
leaf_count=129 91025 7121 13205 42395 16293 194 11694 1291 20365 374 1395 16150 1180 1010
internal_value=0 0.0122182 0.00447156 -0.00644319 0.0264528 0.0448252 -0.0514444 -0.0268742 0.05077 -0.0712617 0.041654 -0.036654 -0.0730232 -0.0189084
internal_weight=0 27421.7 22157.6 14805.8 7351.77 5264.13 6180.72 2890.03 5007.69 256.444 360.934 2529.1 3290.69 205.131
internal_count=223821 100076 79014 55600 23414 21062 123745 30530 20559 503 2686 27844 93215 2190
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=15
num_cat=0
split_feature=103 132 181 169 0 129 78 121 157 67 151 195 151 169
split_gain=3636.28 1220.46 694.317 590.002 571.71 512.413 439.343 434.53 378.257 325.651 217.771 140.912 139.62 105.272
threshold=0.11555277068897855 0.16995415489970364 0.047126754691876917 1.1435138300396601 1.9534769472832303 1.0192445628230937 0.057655713962239473 0.016033633029234103 -0.10431158283830268 -0.052632484471694281 -0.36066159108940804 0.21712018838407293 0.12683637338819723 3.20764429576777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 6 5 -3 10 -6 -8 -4 -1 -5 -2 -13
right_child=1 4 9 11 7 -7 8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.012761183110217903 -0.033672838237763687 0.056439219598607662 -0.031379528753875945 0.18947110099862471 -0.036038451568062617 0.00064132404404819822 -0.067604271534619967 0.023712806921554096 0.015516299088463038 0.015769520928174168 -0.065734816107486604 -0.0079213073072499553 -0.078773680416361805 0.064393828480870052
leaf_weight=367.22906783036888 2693.5265134107322 9085.5828985720873 1823.3456963617355 52.66520568728447 1607.879927450791 2009.9196944087744 860.96808444149792 5007.755908023566 1503.6226716320962 7451.5328961350024 9406.2529804706573 505.96923333220184 921.13903670944273 334.31382938474417
leaf_count=3769 13699 15712 4243 88 3410 2876 5575 7388 6222 11906 141498 1832 5078 525
internal_value=0 0.0154214 -0.00798855 -0.0476561 0.0324584 0.0463316 -0.0534275 0.00919072 -0.0147486 0.0065005 -0.0627854 0.030795 -0.0451661 0.0208499
internal_weight=0 30600.7 12889.5 13031 17711.1 11095.5 12138.1 6615.64 2364.59 9274.88 9773.48 892.948 3614.67 840.283
internal_count=223821 64312 34926 159509 29386 18588 157064 10798 11797 16149 145267 2445 18777 2357
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=15
num_cat=0
split_feature=13 10 127 91 89 127 34 16 4 34 10 187 124 111
split_gain=1024.46 401.607 553.125 555.573 527.304 460.21 372.858 269.813 232.069 227.109 197.915 140.239 97.9222 95.7
threshold=0.17943581689514257 -0.13002626648715501 0.36775787153253747 0.10464539824331601 -0.060289125151995381 -0.055476628975008414 -0.050339420672757158 1.1694991478889427 -0.055883382925849781 0.03051000476757015 -0.16747274107206037 0.074432452549311398 -0.50801988931205044 0.19072999951056815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 -6 -4 8 9 -2 -1 -10 -9 -14
right_child=7 2 6 -5 5 -7 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.082041445766109042 -0.040559861335784125 0.00097022342699852018 0.07644089337643209 -0.047605633120099577 0.050864343219728936 0.015288268812188999 0.010963146160552537 0.521549961895029 -0.073616000368863038 0.13919239406222844 0.040574116190025565 -0.017957908793324373 -0.065913693181881852 0.11497842781267818
leaf_weight=674.37438623048365 176.42108267638832 10080.874504503794 1288.086106158793 3072.0159450601786 4595.7712483331561 17413.805336238816 2677.2843622155488 4.8967734165489665 2249.9968447955325 116.83905636612326 163.56877092272043 566.72776448912919 39.760737049393356 110.59752450697124
leaf_count=5181 4795 48723 2535 16438 12568 52209 7545 11 62624 1723 739 8107 385 238
internal_value=0 0.0110757 -0.000505346 -0.0103753 0.0197526 0.0227168 0.0322325 -0.0471806 -0.0536033 0.031056 -0.0581066 -0.0624175 0.0814754 0.0671433
internal_weight=0 39965.8 17118.3 13152.9 22847.5 22009.6 3965.37 3265.24 3109.98 293.26 837.943 2816.72 155.255 150.358
internal_count=223821 145938 75241 65161 70697 64777 10080 77883 77249 6518 5920 70731 634 623
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=15
num_cat=0
split_feature=157 19 154 0 40 161 87 158 14 177 189 157 79 117
split_gain=1237.25 912.581 383.701 322.734 380.021 300.068 267.778 176.261 102.924 66.2027 90.0877 59.8292 34.6177 23.0998
threshold=-0.27825692085294734 -0.017257261217752885 0.16359012447669644 2.8389409351892447 25.39801571116487 -0.16805678768506366 0.42866551088377169 -0.20411672602695888 0.080153214186858571 0.24400128104588867 45.500000000000007 -0.41514190564819103 -0.12561526557428981 6.0987153874770161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 8 -5 -3 -4 11 -2 10 -9 -1 -13 -11
right_child=1 2 6 4 -6 -7 -8 9 -10 13 -12 12 -14 -15
leaf_value=-0.075472034397409959 -0.041205032487239696 -0.025708222226454625 0.042269735058902656 0.010692719794466031 -0.02802871985595461 0.016909731512337819 -0.051740340046835823 0.12968902622356474 0.011556433025391947 -0.041276508860528568 0.59221697808768414 0.31619093181486191 -0.047099719245950897 0.20112987455721784
leaf_weight=970.10757768619806 3486.7075111474842 1916.4347725734115 7659.0798402577639 7567.03212101385 3811.0965245775878 11977.450492581353 315.46811058931053 39.120083337649703 413.5841294657439 28.53732698969543 4.7190152872353783 2.6253333166241637 2886.221407238394 4.5592125989496699
leaf_count=8029 24487 10897 45897 32749 26899 44861 1906 319 1485 103 54 13 26087 35
internal_value=0 0.00796552 0.0210665 -0.0107863 -0.002277 0.0110313 0.0385508 -0.0509971 -0.0356102 0.0988774 0.179477 -0.0539851 -0.0467696 -0.00788383
internal_weight=0 37146.9 21868.4 15278.4 11378.1 13893.9 7974.55 3935.89 3900.29 76.9356 43.8391 3858.95 2888.85 33.0965
internal_count=223821 189181 103561 85620 59648 55758 47803 34640 25972 511 373 34129 26100 138
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=15
num_cat=0
split_feature=35 118 156 115 52 13 29 129 166 192 114 165 166 180
split_gain=4218.18 1160.2 695.817 530.944 519.701 389.305 399.235 275.716 270.345 175.315 115.24 109.077 46.4954 116.492
threshold=0.0053388140205755039 -0.036004681756294364 2.0653224025080945 0.023471325481468696 0.27460751165618702 -1.0000000180025095e-35 0.31482282071260825 1.0170086512023868 0.05614980065084426 18.413149890590269 7.1114959303181715 0.18269318504555987 0.061600235962348253 37.510709504685416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 8 -4 7 12 10 -2 -3 -8 -7 -6 -1 -14
right_child=1 2 3 -5 11 6 9 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.079278437976847999 0.028475381993394135 -0.056432967864600447 -0.04846040446996637 0.014532224302825828 0.020895769881932879 -0.073584862238962309 0.092285264252339932 -0.020719381251737435 -0.0080006403983851251 -0.068905128848444672 -0.019525103476657344 0.062827919844450283 -0.014659652149497097 -0.077703358394991096
leaf_weight=6034.3017190303653 4279.9128237795085 2838.2368334122002 1504.0211606640369 12124.647613072768 706.84591299295425 863.5926623493433 340.00074681639671 1552.5291585084051 1940.4895295482129 84.180739289149642 725.68194375932217 5069.8449437133968 415.74948135763407 993.51478297263384
leaf_count=74821 14123 11712 14747 34329 2299 20277 1180 6374 5011 431 8559 18707 3189 8062
internal_value=0 0.0116809 -0.00393226 0.00758054 0.0364371 -0.0649067 -0.0258957 0.0153803 -0.0367661 0.0602963 -0.0489005 0.057697 -0.075459 -0.0591047
internal_weight=0 30016.5 18407.4 13628.7 11609.1 9457.02 2013.46 5832.44 4778.73 424.181 1589.27 5776.69 7443.57 1409.26
internal_count=223821 107302 65799 49076 41503 116519 30447 20497 16723 1611 28836 21006 86072 11251
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=15
num_cat=0
split_feature=115 157 157 136 193 157 110 135 119 110 156 82 5 19
split_gain=1887.78 883.167 476.429 438.778 687.742 419.637 580.919 374.856 292.741 247.394 171.859 52.9815 29.1041 26.5473
threshold=0.033771524840167898 -0.18949558305306605 -0.011408050954209411 0.028041414218680356 0.087075488668003811 0.11573675524253114 0.085189250021205989 0.046231332436085744 0.17096331026350373 0.30380891453306386 2.524022278184697 -0.1185099547714598 -0.065821026497823135 -0.045532651567160347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 -5 6 -3 10 -9 -1 -2 -7 13 -4
right_child=2 5 12 4 -6 11 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.06324276126059708 0.036484279479940734 0.024767601244256796 0.19659050746499421 -0.013166345467554103 0.06055806427248496 -0.017588240603993541 -0.022400598235559926 -0.05933833258102366 -0.0092403194307780889 0.020573108691781684 -0.048813392422120037 -0.067650990108354583 -0.07492747660166002 -0.034111806889970134
leaf_weight=4819.3794958330691 1214.6251922724769 5497.3304693540558 7.2188494745641973 3546.2444699341431 1967.2608799543232 264.67671304382384 4973.1546491226181 2657.8138774503022 2078.5699634086341 1892.3085853662342 293.23664710111916 1050.1075533200055 2654.24799742084 16.139549441635609
leaf_count=21936 3874 25584 35 8816 6400 5878 17155 18072 12835 5104 1867 34688 61370 207
internal_value=0 0.015211 -0.0386605 0.0340415 0.0131391 -0.00432251 0.00236417 -0.0235282 -0.0373527 0.0512124 0.0198963 -0.057573 -0.0739494 0.0371861
internal_weight=0 24010.5 8921.85 12225.2 5513.51 11785.3 10470.5 6244.25 4736.38 6711.69 1507.86 1314.78 2677.61 23.3584
internal_count=223821 125561 98260 42256 15216 83305 42739 36648 30907 27040 5741 40566 61612 242
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=95 180 193 12 176 188 189 69 22 122 69 89 19 151
split_gain=3262.05 858.988 713.645 559.044 545.841 548.366 372.577 310.903 279.836 261.52 330.361 243.51 191.841 144.511
threshold=0.053701490744232756 36.848058902275774 0.038297048791674428 0.88628908075910229 -0.15019553608083638 0.56830143540670008 25.500000000000004 0.15483444133922758 0.14276273740311302 -0.11890409102442066 0.062391434976493625 0.3414512658492907 -0.24789473044409496 -0.39527406724698061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 11 -6 -5 13 -9 -4 -11 -3 -2 -1
right_child=1 4 9 6 5 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.014941214160854416 0.10296700566566415 -0.065188808875945775 -0.053102660923496907 0.05958539967543626 0.038814234851504301 0.0057207604581307227 -0.032047753746100117 -0.06209732682304997 0.053693472995036379 -0.025946744466814459 0.054993377392988055 0.01290787781661906 0.016524880144669008 -0.075174698006661267
leaf_weight=182.64248450100422 438.46030871942639 963.68677168339491 902.73696827702224 476.65174029767513 13912.965268960223 7822.1935544572771 6422.6300813537091 451.00413270667195 388.51037166267633 1086.98761741817 940.64615027606487 681.67243912816048 619.45892399549484 6926.9702661614865
leaf_count=2346 520 1581 9873 559 26650 11622 17500 2401 604 8216 2754 840 1066 137289
internal_value=0 0.0130418 -0.0505135 -0.0153378 0.0227004 0.0269043 -0.0257171 -0.0660638 -0.00851168 -0.00833076 0.0116024 -0.0328333 0.0523513 -0.0728597
internal_weight=0 31337.7 10879.5 7957.2 23380.5 21735.2 6899.28 7949.13 839.515 2930.37 2027.63 1645.36 1057.92 7109.61
internal_count=223821 60338 163483 19645 40693 38272 18059 142640 3005 20843 10970 2421 1586 139635
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=15
num_cat=0
split_feature=13 118 127 83 88 0 4 187 166 170 21 35 78 171
split_gain=872.371 368.566 342.192 337.505 320.336 358.214 224.96 257.066 155.834 152.386 223.018 146.613 140.55 71.7221
threshold=0.17943581689514257 -0.10822183364169997 0.71692615686809558 -0.19502651550163588 0.031352815911549703 3.8199527948162117 -0.055883382925849781 0.074432452549311398 -0.24507614867475389 -0.087147002471811563 0.043719702414909148 1.1978862547184408 0.17260807220421157 0.20639852566821401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 9 -8 -9 12 -11 -4 -2 -6
right_child=6 2 11 -5 13 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=0.043760072869248046 -0.025587272187873003 0.090983523481488249 0.0445732503231571 0.0016008007615062724 0.3476327351218933 -0.0096260517853337443 -0.071399861215779403 0.38869084116529634 -0.0057421178513345156 0.23243554700471411 -0.0625707866742235 0.22342664512341548 0.7416335492431041 -0.052787338802660101
leaf_weight=6558.7472645705566 202.64391008578241 428.67882579378784 1603.6911513917148 29063.845787774771 4.5142078325152388 1554.8055828474462 2084.3305082283914 10.174249764531849 645.89747201651335 72.659332968294621 39.587647124193609 47.181549333035946 2.4162351824343196 492.78319438174367
leaf_count=15419 4926 1724 2589 112027 9 10989 62941 13 8362 678 942 60 21 3121
internal_value=0 0.010443 0.00538 0.00289999 0.0287546 0.0335297 -0.0449868 -0.0542165 0.000374682 0.0347248 0.128392 0.0496848 -0.0165471 -0.0491525
internal_weight=0 39754.2 31143.4 29492.5 8610.85 8113.55 3057.71 2740.4 656.072 317.307 112.247 1650.87 205.06 497.297
internal_count=223821 145938 116400 113751 29538 26408 77883 71316 8375 6567 1620 2649 4947 3130
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=15
num_cat=0
split_feature=157 19 12 30 151 152 139 115 157 129 186 129 157 180
split_gain=1067.1 746.035 336.784 377.931 290.134 233.309 304.874 215.748 71.4063 53.0516 54.8236 30.3338 21.6173 18.1997
threshold=-0.2858656197688843 0.036203333302042222 2.261767372847173 22.628625949508621 0.11574550484069766 0.064533221686413775 0.025512261791682565 0.021034470777464166 -0.35214277370302499 1.0194647681875499 18.750000000000004 1.0161273889736206 -0.41514190564819103 34.965863453815267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 11 -11 -10 -1 -14
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.074384537003029425 -0.042718694183385461 0.024810085679970478 0.020855240280485084 -0.013702169872589973 0.0057515971434267598 0.047300444597872082 -0.013326962618726026 0.017137787056435962 -0.016417472879157551 0.35002653998256622 0.0008847747845985521 -0.051711343732075171 -0.028637887372910953 -0.060183872686144529
leaf_weight=897.28096314426512 3844.7769458703697 5373.2736598979682 5848.5554925147444 6896.3250709399581 1819.3025730848312 4842.8201915938407 3436.955645898357 4646.8968102931976 328.69202099554241 4.5781061593443146 255.19317639991641 939.72710059024394 233.03076731972396 849.84975401684642
leaf_count=8031 28758 23635 23908 41078 8343 33914 14986 16321 3308 45 1668 9171 2313 8342
internal_value=0 0.00735273 -0.00686087 0.00215604 -0.02715 0.021651 0.00993245 0.0325305 -0.0503733 -0.0341336 0.00703791 -0.0425655 -0.0629063 -0.0533953
internal_weight=0 36708.9 18409 12744.9 5664.08 18299.9 8810.23 9489.72 3508.35 1528.19 259.771 1268.42 1980.16 1082.88
internal_count=223821 190943 102087 64986 37101 88856 38621 50235 32878 14192 1713 12479 18686 10655
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=15
num_cat=0
split_feature=68 193 174 106 159 105 157 46 139 95 139 130 128 91
split_gain=3796.19 1449.01 874.689 500.353 413.832 331.938 258.674 257.693 124.639 92.0187 65.0765 58.0479 51.0089 46.1892
threshold=0.012370996683024776 0.028560142085737972 0.33801956498352376 -0.03023233172487054 0.15549092948431747 9.2224630313435014 -0.30110188804478044 2.231657631526855 -0.2931873599403087 -0.036848167751231405 -0.31142575880398266 0.36307318739974442 -0.1818586960128771 0.0041133380160416995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 11 -2 10 -4 -5 13 -10 12 -3 -1 -7
right_child=1 3 6 7 -6 8 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.15732281376749466 -0.030825171757138309 -0.068386170742122207 -0.1021751709553757 0.0011321727582487473 0.017552399952402764 0.22239271083544485 0.056062438666885456 -0.054546627251108086 0.040772913281669557 -0.039450964914194947 -0.076711718892985337 -0.039942038815686545 -0.053074796811551486 0.05314200237303416
leaf_weight=21.014923905953765 2098.7848868947476 1716.7257543485612 104.88907408714294 5679.8577847704291 11226.593692529947 22.753849547356367 6852.8485343959183 973.73567183688283 166.72586147673428 1003.7927947323769 6830.6399993086234 1232.6049952916801 25.511472141370177 55.341098755598068
leaf_count=202 7459 10200 260 14571 36860 70 27194 1989 847 7468 110396 5722 347 236
internal_value=0 0.00978758 0.0249384 -0.0222137 0.0099328 -0.0672969 0.053677 -0.00701627 -0.0198632 -0.0280241 -0.0759089 -0.0564986 0.0419571 0.102455
internal_weight=0 29886 20283.1 9602.92 13325.4 8125.78 6957.74 6653.59 1248.61 1170.52 6877.17 2949.33 46.5264 78.0949
internal_count=223821 104255 71773 32482 44319 119566 27454 16560 8621 8315 110945 15922 549 306
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=15
num_cat=0
split_feature=139 74 1 150 173 188 134 74 163 156 123 159 74 70
split_gain=1525.32 787.922 538.527 425.766 422.201 303.351 217.476 144.793 130.891 93.6953 64.7009 36.4787 48.6177 20.9732
threshold=-0.097981739836996748 0.30241063267948382 -0.27080016411949587 0.62506650982768408 -0.092706213494738232 0.65458649702442151 0.12394007256497568 0.69363844917406681 -0.2118447910035971 1.9052942297393616 579.50000000000011 0.065870326526963383 -0.10167718321859025 -0.09204489811325893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 10 -1 12 -10 -11
right_child=1 5 3 -5 -6 7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=0.10268758040688725 0.072406209652271444 -0.0115336489584785 0.022216141609315489 -0.0081617782209323902 0.012033555629272961 0.041025046474450579 -0.060284351661205694 -0.015143134889557828 0.18040363555617661 0.13722364204781379 -0.044612236207821447 -0.074305664964539955 -0.038466141636883715 -0.061408825339200571
leaf_weight=96.213741935789585 2665.6390051543713 1492.0992977889255 10092.829375282861 8498.8568095481023 2048.5311075830832 763.53346437215805 2366.1600909791887 1150.5177307380363 11.939859997481106 5.5019063875079146 43.213032469153404 2747.4845207501203 67.663707729429007 157.10980040300637
leaf_count=352 11295 6207 43340 48262 5645 3899 17065 6033 131 26 119 79979 881 587
internal_value=0 0.00779168 0.0159839 0.00832942 0.0461714 -0.0252845 -0.0414311 0.00726289 -0.0656871 -0.00311487 0.0570344 -0.0723721 -0.00563753 -0.0546882
internal_weight=0 29078.2 23305.9 18591.7 4714.17 5772.31 3858.26 1914.05 3129.13 302.038 139.427 2827.09 79.6036 162.612
internal_count=223821 141746 108542 91602 16940 33204 23272 9932 82075 1084 471 80991 1012 613
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=15
num_cat=0
split_feature=103 196 136 126 0 126 1 80 76 12 2 169 12 73
split_gain=2674.31 1036.47 718.342 593.423 582.272 527.654 397.793 390.441 373.797 313.189 278.099 268.673 209.629 128.723
threshold=0.25536496931119695 0.028560142085737879 0.26733049648384594 0.95960441781706263 0.94694164632941502 0.90065650555314813 -0.15077955282111263 0.56966404562712047 -0.015056402329675268 1.9863550377123029 -0.085158769245706298 1.2770061709705376 0.80942469364813174 1.0921499010076412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 9 10 12 -3 -7 -8 -4 -1 -6 -2 -5
right_child=2 6 3 13 11 7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.020922179392866076 0.086816342824881043 -0.046208344049793265 0.053227195467816971 -0.036450165903481511 -0.067587246302235754 0.022846389151336851 -0.029332465320248493 -0.021698941219806773 0.021784960782871871 0.018739473354019459 0.11868413248295549 0.084377105461657526 -0.06789969694579108 0.013172858215745327
leaf_weight=337.84574427455664 93.599142745137215 2125.8566354047507 7823.3249464556575 1242.0843847766519 7850.0635999236256 5591.3988250866532 2204.4704105742276 3036.091992251575 4074.7085462380201 3969.0631799120456 247.01562944240868 118.09344386309385 1360.7519600093365 902.62315301597118
leaf_count=1735 96 11687 14334 1645 141059 11394 9898 3893 15106 5704 514 692 4967 1097
internal_value=0 -0.0337585 0.0181108 0.0328194 -0.0582661 -0.00222235 -0.00881942 0.00717048 0.00383885 0.0416194 0.0380404 -0.065335 -0.0579425 -0.0155658
internal_weight=0 16958.1 24018.9 13937.1 8553.02 10081.8 8405.04 8627.49 6279.18 11792.4 584.861 7968.16 1454.35 2144.71
internal_count=223821 180691 43130 22780 144000 20350 36691 15287 25004 20038 2249 141751 5063 2742
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=15
num_cat=0
split_feature=12 117 99 114 110 87 97 120 111 188 125 126 16 188
split_gain=765.716 354.151 334.241 362.733 328.118 304.274 247.113 244.497 175.577 174.367 158.258 127.14 94.1432 79.6967
threshold=3.5548269272931194 0.34638190135896579 0.52935018631136266 3.4354444439116336 0.064230790137353014 0.0046900329740836274 0.37470951249763923 0.12439520280188512 0.18465206997813216 5.2402554132875085 -0.052289332013044094 0.98138209053554304 0.18937032854057365 2.3421052631578951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 12 -4 -7 13 11 -10 -6 -3 -2
right_child=4 5 6 -5 9 7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.042972468650178203 -0.063616128783890419 0.12984683591477605 0.027549277391057586 0.032698501236946023 0.0022869863779199267 -0.051008089559465043 -0.063452206492549429 0.0046225432160549593 0.047354746853920132 0.24032522706177939 -0.045600894403193475 -0.077135626967758192 -0.049740896011871392 0.11862589832078392
leaf_weight=667.93510144669563 2420.0804657652043 242.63809007406235 509.39713788032532 12278.199971833732 2468.553372271359 820.50005466770381 720.40682544279844 21276.78063619649 315.84505216777325 29.482416287064552 435.95560538582504 219.47561508510262 33.181992471218109 24.236551726236939
leaf_count=4774 61963 516 673 36377 16450 3340 2820 77430 6400 66 10211 2559 112 130
internal_value=0 0.0116954 0.0240618 0.0287944 -0.0270904 0.00385981 -0.0257585 0.00255691 -0.0488106 -0.00154497 -0.00654855 -0.00419781 0.108242 -0.0618091
internal_weight=0 36549 14175.9 12946.1 5913.63 22373.1 1229.8 22097.3 3196.12 2717.51 751.801 2688.03 275.82 2444.32
internal_count=223821 126042 44644 41151 97779 81398 3493 80770 78704 19075 16611 19009 628 62093
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=15
num_cat=0
split_feature=156 154 81 167 82 133 184 129 192 167 192 22 10 126
split_gain=1013.52 528.577 368.829 355.171 277.512 266.857 438.022 196.57 182.979 206.408 180.749 145.385 127.672 114.626
threshold=1.46316369512775 -0.20042975886307132 1.4947630869109998 -0.15835114127230565 -0.15879289719758596 0.019982370102163759 -0.046021464580609392 1.0161059606062397 15.781683978147813 -0.21685979245927953 17.128125105097492 0.04838959949519777 -0.12648415796544102 0.9513136894769515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 7 -5 6 -2 -3 9 -1 12 -7 -4 -10
right_child=1 3 10 4 -6 11 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.052756103550355628 1.0329817967507111 0.034501989438025953 -0.028100422001588733 -0.025617212077017722 0.02421318241440451 0.015964785575842754 0.089952282559734323 -0.017961049486256566 -0.05256677803848836 0.023877965058409237 -0.0073591263291194059 -0.028253592693549379 0.12488021982794509 -0.016710580927098727
leaf_weight=573.84643684793264 6.0793445184826842 871.24467506539077 69.102626644074917 1182.3441782779992 20415.622029057704 899.42856224812567 25.949763361364603 3961.7621599240229 4445.9624089226127 906.94232872314751 401.75375913083553 4290.6012632120401 259.10960651747882 1115.21027106978
leaf_count=7456 80 5815 254 4778 92822 5724 196 27104 35882 4245 2382 29032 1177 6874
internal_value=0 0.0102578 -0.0300446 0.0160017 0.0214853 -0.0188147 0.268946 -0.00850355 -0.0370584 -0.00581985 0.0376172 -0.0205906 0.0926713 -0.0453764
internal_weight=0 31653 7771.93 26431 21598 5222.06 32.0291 4833.01 7041.96 1480.79 729.966 5190.03 328.212 5561.17
internal_count=223821 165551 58270 130519 97600 35032 276 32919 54457 11701 3813 34756 1431 42756
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=15
num_cat=0
split_feature=53 126 114 124 156 179 174 192 12 77 94 53 179 119
split_gain=3238.03 1138.15 531.607 502.865 379.51 359.271 353.766 298.553 211.79 197.818 113.645 97.5258 40.4958 40.8817
threshold=-0.001438915906844393 0.9079952361866187 9.0327556015679935 -0.19479542984948917 2.2656844151338329 0.11677768459244363 0.24285892268154094 17.002021247189216 1.8801985039934903 -0.27702845121659453 0.011581628978426579 -0.083115306109609835 0.12886580696369329 -0.19369241686337882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 9 8 -4 -5 12 11 -2 -3 -9 -8 -1 -14
right_child=1 2 4 5 -6 -7 7 10 -10 -11 -12 -13 13 -15
leaf_value=-0.0791573342216845 -0.045352069133928953 0.061210602947941728 -0.022003924722119282 -0.022993236304521922 0.020414826331506899 0.023453765452804601 0.16523804515701862 0.075761455673142269 0.048708928854185277 -0.039766002155299691 -0.069547823467677045 0.037065209001642667 0.085624819467843699 -0.05825498825059381
leaf_weight=5403.061728829518 247.66455969773233 201.1483259908855 3558.0001216577366 2401.620259322226 5179.5168611295521 5432.199385613203 78.197924744337797 60.593127461150289 7155.603572383523 5466.6272888425738 481.6916083227843 246.48788285255432 20.297539196908474 729.79090477153659
leaf_count=97940 509 333 10831 14636 15559 15051 208 198 27842 29691 3279 906 143 6695
internal_value=0 0.00782223 -0.0123305 0.0268748 0.00314151 0.00921447 -0.0677083 -0.00790405 0.0455623 -0.0361824 -0.0533114 0.0679346 -0.0761347 -0.0543616
internal_weight=0 29642.4 14405.3 15237.1 8737.52 7833.82 7020.12 866.971 7403.27 5667.78 542.285 324.686 6153.15 750.088
internal_count=223821 114452 56414 58038 26390 29687 109369 4591 28351 30024 3477 1114 104778 6838
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=15
num_cat=0
split_feature=115 157 157 52 44 109 157 24 193 189 80 105 72 160
split_gain=1435.72 709.71 439.214 432.819 411.783 369.114 363.954 304.865 291.985 170.208 131.068 72.4042 23.7436 20.4538
threshold=0.033771524840167898 -0.10757786164878333 -0.0039770193850964548 1.0000000180025095e-35 -0.075886409076035055 0.12503543912891588 0.15369235701390163 0.061501736108837808 0.43302935277217353 25.500000000000004 -0.0019392187894565142 1.2489999865607668 0.04832936041852761 -0.27494193138836659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 6 -3 10 -9 -5 -2 -7 -4 -14
right_child=2 5 12 9 -6 11 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.032977317563851548 -0.028739583806192456 0.013428984184774773 0.13333256139721028 -0.12393541728761098 -0.0013548820304253768 0.13873896757661891 -0.058310949930671131 -0.055614415534998275 -0.0017913426565410329 0.070667669630691779 0.032250416433447053 -0.051793449949082061 0.017579148558967854 -0.074727027404153226
leaf_weight=8172.5803922191262 496.91153894737363 4108.045924236998 5.5522638810798517 45.929370522499084 6101.9205408925191 20.148297269828618 854.21837599482387 2687.6464477488771 1612.7062567817047 2097.1483108978719 1211.1920884856954 1973.1698155691847 24.270508140325546 2199.7460230900906
leaf_count=30445 2577 22961 44 47 19464 96 33495 19069 11136 7793 4664 11260 89 60681
internal_value=0 0.0132505 -0.035299 0.0245926 0.0183013 -0.0135208 0.00107947 -0.0212335 -0.0354298 0.066497 0.0145076 -0.0498676 -0.0732041 -0.0737197
internal_weight=0 23373.2 8238.03 16417.6 14274.5 6955.58 4962.26 6008.46 4300.35 2143.08 1708.1 1993.32 2229.57 2224.02
internal_count=223821 125561 98260 57749 49909 67812 56456 37446 30205 7840 7241 11356 60814 60770
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=15
num_cat=0
split_feature=95 63 193 12 67 69 72 133 152 152 11 103 186 19
split_gain=2426.46 830.351 667.145 454.397 422.149 400.481 399.99 241.643 214.097 196.853 1127.25 182.562 163.416 148.476
threshold=0.017556497062269541 0.38789369118311584 0.016757731082606624 1.6651360728925402 -0.073237011252892933 0.12947942541687466 1.0248136159082504 0.11725385609426416 -0.083604355297881364 -0.33014562858241864 -0.32226062194061139 0.58229815135067675 42.250000000000007 0.60231843625317316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 12 13 -9 10 -1 -8 -3 -7
right_child=1 6 4 -5 -6 7 11 8 -10 -11 -12 -13 -14 -15
leaf_value=0.57523614752670593 0.0047325665766343719 0.06300324149903147 -0.028631788970857774 -0.050704714601492729 0.01453157627692625 -0.058562819424323981 -0.090423585929472305 0.12507144150368202 -0.040990881167600579 -0.068948441223179474 -0.050035727544813162 0.0087372543588847898 0.019173619140168092 0.29211560871390313
leaf_weight=31.913430524989963 2475.8977210540324 3872.8262045830488 2589.2757805939764 3670.3896258054301 18141.38036553748 325.18919246830046 250.12707854062319 244.54985285922885 113.74870561622083 5968.6768015455455 298.66055921837687 720.41726770624518 1090.1057819277048 12.539222644641994
leaf_count=669 3690 9969 5567 24204 33024 2834 509 392 474 134437 4438 1404 2174 36
internal_value=0 0.0080364 0.000561766 -0.028373 0.00914044 -0.0568347 0.0418943 0.0151466 0.0723518 -0.0647882 0.0103277 -0.0168183 0.0533761 -0.0455428
internal_weight=0 32810.4 26876.9 6146.29 20730.7 6995.28 5933.48 696.027 358.299 6299.25 330.574 970.544 4962.93 337.728
internal_count=223821 80541 66485 27894 38591 143280 14056 3736 866 139544 5107 1913 12143 2870
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=15
num_cat=0
split_feature=86 10 127 100 127 137 87 68 71 190 180 71 180 1
split_gain=654.628 406.276 534.956 392.972 382.587 343.543 312.788 306.551 238.442 206.061 179.744 154.405 118.579 181.122
threshold=-0.029654933654179826 -0.13002626648715501 0.36775787153253747 -0.0265591450071349 0.055150379705062098 -0.0027774411907083682 0.10736711989764795 -0.0086833364331030723 -0.13305549513058224 0.94594594594594594 34.264390896921022 0.10726733561662631 36.126506024096393 0.041969215326259211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 10 12 -5 -3 -4 9 -6 -2 -10 -1 -14
right_child=1 2 7 5 8 -7 -8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.079443619531767276 -0.034328860193032544 -0.0024422096908977165 0.072339575085940827 0.00034742755144093808 0.10268233979424264 0.026828479785040361 -0.037991277088729847 0.012173980450936112 -0.016354286859204668 0.78043493420972043 0.15425474963315455 0.13270551072373535 0.017287435938489266 -0.061848873821946627
leaf_weight=1184.3178026606329 60.777844851836562 9327.9400878278539 1192.747673866339 7673.7636397834867 166.1475668810308 13548.777175186202 3369.0667910003103 2920.1513998163864 1012.8071819609031 4.6104269139468661 300.07705549243838 74.612167591229081 431.3395679416135 877.741425704211
leaf_count=23378 454 65228 2983 37660 962 25383 18218 8271 12065 11 1107 180 3109 24812
internal_value=0 0.00993449 -0.00172179 0.0190128 -0.0338313 0.0172533 -0.0118749 0.0296221 0.0111242 0.120982 0.122492 -0.0061267 -0.0565161 -0.0357736
internal_weight=0 38393.3 16809.9 21583.4 3751.58 21222.5 12697 4112.9 1258.18 170.758 360.855 1087.42 2493.4 1309.08
internal_count=223821 159304 94700 64604 64517 63043 83446 11254 13218 973 1561 12245 51299 27921
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=15
num_cat=0
split_feature=156 151 44 139 139 139 193 19 19 96 107 155 25 189
split_gain=870.836 589.387 408.516 348.559 284.334 256.713 238.366 201.404 196.776 178.336 171.239 143.69 139.701 127.598
threshold=2.6259832656886877 -0.055266120834482999 0.27799920023304209 -0.0360365588962391 0.055923170441639032 -0.31142575880398266 0.050297221362539508 -0.0097440866163928299 -0.088406993180238605 -0.026315593718410184 0.13284364379674701 -0.070662335741962692 0.018926408429523849 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 11 10 12 -6 -1 -7 -2 -3 -4 -5
right_child=2 4 6 13 7 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.028335489322076454 0.04051678545091026 0.0055191497446114551 0.18312012063782468 -0.018844419549878966 -0.027997731397664941 0.0011719714832361377 0.02892243260584625 0.0076339852296700116 0.026458100885480364 0.031550279465018718 -0.034062592838420343 0.052683857363038801 -0.028787549612026536 -0.053215723588250163
leaf_weight=1361.4607456037775 413.94711537659168 1166.0468538925052 31.437052806839347 1395.1202234420925 2744.5548576582223 2274.062812205404 1039.35408054851 3759.0037208348513 1263.8049247972667 12864.91600671038 1201.3930952586234 1448.1612524650991 2994.3716445444152 4782.8084591571242
leaf_count=7211 1623 4724 243 13234 19948 11110 4254 17561 5075 62367 4117 6646 25592 40116
internal_value=0 -0.0140263 0.0160438 -0.0324826 0.00379316 0.0229437 -0.0123939 -0.00740289 -0.00195781 0.0269871 -0.0149509 0.0316464 -0.0265859 -0.0454539
internal_weight=0 17921 20819.5 8803.19 9117.77 16754.3 4065.16 6503.56 2625.27 15139 1615.34 2614.21 3025.81 6177.93
internal_count=223821 114515 109306 65636 48879 79217 30089 37509 12286 73477 5740 11370 25835 53350
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=15
num_cat=0
split_feature=52 167 129 173 13 173 181 114 114 1 120 179 85 180
split_gain=2936.56 952.999 610.496 424.603 395.933 383.613 321.27 313.929 166.023 103.818 72.6101 46.2196 59.0006 23.6303
threshold=-1.0000000180025095e-35 -0.083885681323002226 1.0163415043056949 0.30979939808890372 0.14229356261980822 1.3970017761609446 0.068582444667534811 6.8942342457998631 15.245750594374043 -0.12323985383617955 0.29418919940721572 0.12886580696369329 -0.014411904250921847 36.332663989290502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 11 8 -3 9 -4 -2 -5 -6 -1 -13 -8
right_child=1 2 7 6 10 -7 13 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.079632630907640847 -0.061376501137682719 0.032952254214662635 -0.039633252247448514 -0.047763664454544781 -0.069861352773973789 -0.052980355096969502 0.0048489674193842522 0.0052740246882466216 -0.0098595605044659567 0.10703203210754293 0.029033326417451738 -0.014530907129218973 -0.07050682573411203 -0.072117607319505714
leaf_weight=4892.0822185445577 2813.042056011036 12763.469321567565 1875.7203052444384 51.797267004847527 80.739011159166694 541.53052886947989 46.813416574150324 9151.881173777394 804.45080234669149 264.93700758367777 922.65785935893655 255.85207267105579 713.20696660969406 269.72512112930417
leaf_count=98868 17689 49440 10036 215 406 1293 341 28781 2042 517 2957 2338 6503 2395
internal_value=0 0.00712805 0.0150342 -0.0672756 -0.0345039 0.0294547 0.0105133 -0.0023644 -0.0499203 0.0817175 0.0210757 -0.0756803 -0.055728 -0.0607349
internal_weight=0 28953.5 24332.6 6494.41 4620.89 13305 633.273 11027.6 3617.49 316.734 1003.4 5861.14 969.059 316.539
internal_count=223821 112644 89550 111177 23094 50733 3468 38817 19731 732 3363 107709 8841 2736
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=15
num_cat=0
split_feature=13 73 13 150 115 129 3 183 161 104 4 176 115 132
split_gain=1397.96 787.409 621.405 438.714 309.368 240.833 160.882 158.289 122.857 91.3568 55.4466 50.2934 49.2895 47.0967
threshold=0.07374667900202482 0.36184825340760396 -0.29303248546774446 0.55516005834469606 0.014021923634989931 1.0197055775597186 11.472854918176806 1.9857385921114521 -0.28099766292886347 -0.19236218914382705 2.1669775423995503 -0.22507886919376871 0.59222304543589155 0.074658703496520804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 -2 11 -10 -12 -11
right_child=8 5 3 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.057041442071013984 0.13810775598007952 0.012182763420669276 0.023884731532446503 -0.0072334019169606667 -0.01277296690093448 -0.01254510059725644 -0.050882741622993582 0.070958781008274338 0.051732421287257163 0.038658744850679105 0.13830377942447244 -0.073086991004952986 -0.034853284578773236 -0.076942080880234784
leaf_weight=4210.5667760111392 45.285896196961403 465.47590259741992 8164.1018599504605 10179.702850132715 747.39095767121762 841.09214423131198 3088.1290069762617 310.92333123832941 32.668494326993823 64.04725094884634 22.224178471602499 2721.2182671958581 63.150710863992572 78.362431336194277
leaf_count=16576 163 1327 32276 45656 1759 3795 22677 1762 593 259 212 95623 960 183
internal_value=0 0.00757098 0.0151059 0.00661605 0.0465172 -0.0297411 -0.042622 0.00999219 -0.0639659 0.0143901 -0.0691458 -0.0716063 0.0102217 -0.0249518
internal_weight=0 28007.4 23301.8 18343.8 4957.96 4705.62 3553.6 1152.02 3026.96 187.696 2839.26 2753.89 85.3749 142.41
internal_count=223821 125828 96267 77932 18335 29561 24004 5557 97993 605 97388 96216 1172 442
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=15
num_cat=0
split_feature=95 12 181 44 72 144 94 195 4 189 73 159 121 8
split_gain=2115.38 709.967 704.263 577.458 415.919 434.7 353.236 368.775 231.465 173.284 168.418 150.454 310.457 109.024
threshold=0.017556497062269541 1.5012310895402565 -0.0049451104536888191 -0.088608639273829753 1.0248136159082504 0.16808879943879593 0.02334928404305352 0.21933072122462358 20.374833359037702 37.500000000000007 0.90699536283879933 0.070206815518492435 -0.27697513356558429 1.1390970073149422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 8 -4 5 -2 11 -8 -3 -9 -6 12 -1 -13
right_child=1 2 3 -5 10 -7 7 9 -10 -11 -12 13 -14 -15
leaf_value=0.16248844621726732 0.0065521766779834739 -0.056994418025233411 -0.047248395964161728 0.009361227671546863 -0.073036122433414355 0.049747325442771446 0.18328827625132593 -0.064129457495363668 0.20598715231337345 0.031821733555681707 0.0011826656223129289 -0.070663732552613157 -0.045885004901852142 0.14521390711799717
leaf_weight=83.477843291126192 3638.8585609383881 2472.4214847646654 2026.4521644078195 16264.293032969348 474.15305057540536 6476.3265244178474 101.8725265879184 403.60067469440401 33.927602976560593 352.69379813503474 860.83166244626045 5068.4474768936634 498.38915677368641 23.502534395083785
leaf_count=2404 5276 16814 5239 37265 893 13655 84 4510 26 1547 1373 121427 13008 300
internal_value=0 0.00728718 -0.00372256 0.00308938 0.0272843 0.0342082 -0.0551187 0.00467587 -0.0534345 -0.0193831 -0.025178 -0.0641626 -0.0159906 -0.0696673
internal_weight=0 32247.3 20797.1 18290.7 11450.2 10115.2 6531.98 858.167 2506.35 756.294 1334.98 5673.82 581.867 5091.95
internal_count=223821 80541 59344 42504 21197 18931 143280 6141 16840 6057 2266 137139 15412 121727
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=15
num_cat=0
split_feature=13 129 118 130 168 168 34 192 130 129 187 130 128 104
split_gain=582.633 337.244 326.57 311.564 273.055 260.425 204.032 230.213 189.458 122.186 114.926 83.6677 67.7065 46.3117
threshold=0.18437920863162804 1.0245748931830738 -0.10510490861058162 0.76899963714149544 2.6219150535005613 4.1272701805210028 0.038322066728085157 15.652272560345546 0.73563968125132473 1.0201599746190648 0.099911146252794902 0.060002665450056926 0.83339991866173202 1.4645984614579577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 12 -8 10 -10 -7 -3 -2 -13
right_child=5 11 3 -5 -6 8 7 -9 9 -11 -12 13 -14 -15
leaf_value=-0.07106954116758353 -0.038948683576520336 0.14729184691596009 0.0022285018439840874 0.044032164839678305 0.030247104287687229 -0.069631739513923083 -0.084601869083407444 0.20656735174058372 0.14738773327039056 -0.062066418126001825 -0.01301818047792393 -0.1035571142055626 0.69720864017766426 0.07047444624185871
leaf_weight=274.84452775958925 149.82953136786819 14.752564784139393 28394.935362156015 1902.3100950326771 8270.2492369217798 1741.7664957931265 36.262672580778599 108.10839089937508 76.337977865710855 43.849099843762815 451.52746655512601 340.24614673107862 1.2598706353455771 16.010473668575287
leaf_count=2629 5837 29 111923 3052 27473 61855 1075 1443 159 607 6011 1688 16 24
internal_value=0 0.00881652 0.00972287 0.00485328 0.0269884 -0.0399871 0.048421 0.133432 -0.051278 0.0709704 -0.0579769 -0.0860724 -0.0328102 -0.095736
internal_weight=0 39213.3 38842.3 30297.2 8545.09 2608.94 295.46 144.371 2313.48 120.187 2193.29 371.009 151.089 356.257
internal_count=223821 146818 145077 114975 30102 77003 8371 2518 68632 766 67866 1741 5853 1712
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=15
num_cat=0
split_feature=157 151 12 114 139 129 12 131 157 127 82 30 54 194
split_gain=774.813 489.785 683.706 334.574 291.88 192.117 185.394 131.149 73.144 49.9697 53.8353 34.2485 7.70852 4.49604
threshold=-0.2858656197688843 0.044555616578289763 3.1712843649268567 15.245750594374043 -0.23071189059927188 1.0160845291740059 1.204123403248347 -0.21510869545168529 -0.41514190564819103 0.43628904217351244 -0.055259792587930387 10.934521152692648 3.2357854608351544 -0.045163938576306809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 7 -2 -6 -3 12 11 -11 -10 -1 -14
right_child=1 4 3 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.1279470673247505 0.0025106685211192118 -0.038538987906003103 0.021024654941423641 -0.025892505250521048 -0.013820396444317391 -0.036108171226499945 0.027480100683424765 0.005303038362714162 -0.025578658912896464 0.3909594358839808 -0.010917471421801586 -0.054160519027780289 0.047714784741668854 -0.073511701543676353
leaf_weight=1.9133055778220285 1639.1419643489644 1057.7959415093064 7932.5308921486139 1880.2131491629407 1183.5915365442634 6015.8031300678849 13302.524338075891 1922.2068573357537 638.40823992341757 3.3569297157227984 474.54435435310006 1221.1700629005209 3.0717268260195842 762.07202191464603
leaf_count=28 11128 6381 35782 14442 6993 38886 67653 9678 8067 91 3169 13520 80 7923
internal_value=0 0.00640111 -0.00543913 0.0120349 0.0182424 -0.0278388 0.0241056 -0.0102593 -0.0457289 -0.036936 -0.00809456 -0.0443481 -0.0725237 -0.073025
internal_weight=0 34933.8 17467.7 9812.74 17466.1 7654.95 14486.1 2980 3104.54 2337.48 477.901 1859.58 767.057 765.144
internal_count=223821 190943 100238 50224 90705 50014 74646 16059 32878 24847 3260 21587 8031 8003
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=15
num_cat=0
split_feature=67 118 14 67 154 96 105 155 195 193 67 108 67 121
split_gain=2769.31 1106.3 495.829 433.585 351.886 316.732 285.363 193.103 147.192 109.338 82.5886 47.464 34.4296 43.8452
threshold=0.013664559823288227 -0.008769748013247999 0.023943688832982906 0.25413915095635303 -0.1055778505239644 -0.026315593718410184 8.2762070693701393 -0.20372372995599039 0.31448302233820796 0.028560142085737972 -0.027471761257125527 1.3036146162007711 -0.01840999104616883 0.51547311844541666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 7 5 -4 -2 12 -3 11 -5 -10 -8 -1 -14
right_child=1 2 4 9 -6 -7 8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.080152012706689868 0.061804760751543258 -0.013567309262103665 0.017077103929518608 0.059633979584048313 -0.022302531227162619 0.0051009922069868074 -0.0050703324028789935 -0.051343781346697787 -0.043914694454592396 0.024028474343967387 0.029562808322237177 -0.07275840134590679 -0.062557194334631624 0.17544164320720013
leaf_weight=3939.0198647286743 1169.8552682008594 2423.3254755949602 6284.2860856577754 3997.6970765888691 3551.4931746367365 6236.4607497891411 130.0636924225837 3064.0941514670849 220.84292049519718 1099.7044912725687 497.74832123797387 509.06116625107825 1235.8288810439408 7.7893463382497421
leaf_count=87361 2921 6890 19040 19871 13790 20705 1214 16956 3466 3150 3254 4599 20548 56
internal_value=0 0.00743336 -0.0105781 0.0295062 0.00285795 0.0140576 -0.0648811 -0.0346611 -0.0240708 0.0519525 0.00698114 -0.0589837 -0.0755723 -0.0610665
internal_weight=0 27826.9 15323.2 12503.7 9835.78 7406.32 6540.35 5487.42 1357.72 5097.4 718.591 639.125 5182.64 1243.62
internal_count=223821 103323 56676 46647 32830 23626 120498 23846 12533 23021 6720 5813 107965 20604
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=15
num_cat=0
split_feature=157 83 157 130 119 124 115 178 74 1 74 58 14 128
split_gain=1125.24 685.971 612.398 428.634 318.885 239.358 237.131 194.541 92.4624 107.363 49.6886 24.9082 15.7057 23.4375
threshold=0.094699142847760112 0.20066318576480904 -0.29704771661923107 -0.3441621724573623 0.084129115913858271 1.070250697624836 0.10403352831735176 -0.082223360549076099 -0.14184016872405217 0.17643485552829594 -0.33395108744849028 -0.16806869069534539 0.093868409698784419 0.2015962912229837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -6 -3 9 10 -2 -11 13 -10
right_child=8 4 3 -5 6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.054630808288016502 0.13871675055288751 -0.016458996865817543 -0.060483474695313712 0.011148267711492814 0.019481050557556924 -0.11365722263764839 -0.033142338102393115 -0.062009986992312964 -0.048232900762141311 0.066886943877838612 0.0091785548628167176 -0.072435360380799327 -0.07786996442177728 -0.087097402691487913
leaf_weight=3901.4348599053919 35.928634880110621 1805.5831724191085 882.94804442254826 15500.377120131627 2447.6094497591257 86.387753918766975 1317.1080609592609 1950.3888511452824 520.52775970427319 13.544309894554315 168.4172325222753 244.07047198992223 1376.764412316028 221.07030371623114
leaf_count=16372 209 5376 5802 65807 9385 108 11339 16866 11954 579 2220 8785 65885 3134
internal_value=0 0.0063132 0.0158419 0.00728781 -0.0194971 0.0509852 0.00107046 -0.0401126 -0.0627105 -0.0221743 0.0319543 -0.0651104 -0.0715505 -0.0598184
internal_weight=0 27891.8 20371.1 16383.3 7520.69 3987.82 3764.72 3755.97 2580.32 461.961 204.346 257.615 2118.36 741.598
internal_count=223821 131055 88089 71609 42966 16480 20724 22242 92766 11793 2429 9364 80973 15088
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=15
num_cat=0
split_feature=73 134 129 169 69 12 158 106 178 158 193 112 54 149
split_gain=1738.65 587.221 673.282 488.94 460.549 457.537 258.812 254.893 244.864 290.977 236.882 94.0812 91.4456 59.7779
threshold=0.10641003272243453 0.079277977829698504 1.020384058374135 1.2770061709705376 0.14314684256194776 1.7898554338632502 -0.14842819142179245 -0.2119515679698204 -0.12052458898566777 0.050518850762459898 0.076777867287303209 0.48472169766597489 9.0864542945468063 0.412789963285284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 4 10 -3 -6 -4 13 -10 -1 12 -5 -2
right_child=1 2 7 11 6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.068740892663738937 -0.068783608179422334 0.036691222436196574 0.0058857470461381924 0.14085576353317228 -0.063206016278390717 0.0068518446285701752 0.034786267543326525 -0.0503161768244395 0.0091359070828406479 -0.049651609848706264 -0.026658366729549545 0.27082072490503351 0.023429993289424977 0.011053365543038617
leaf_weight=5252.1838501328602 1088.6149469809607 10466.340256031603 1397.3193293791264 76.530757850036025 378.92683895956725 10094.839508354664 933.54146375879645 1910.0198194663972 2586.4305527284741 1248.316851795651 1794.6694917026907 18.073556639254093 497.00432194396853 102.62619302235544
leaf_count=134097 4807 18649 1888 119 1456 18957 2605 2797 9477 13497 13433 31 1628 380
internal_value=0 0.00876341 0.0153051 -0.0416761 -0.0478937 0.0220411 0.00649461 -0.0265714 -0.0223033 -0.0100011 -0.0580235 0.046178 0.0390989 -0.0619056
internal_weight=0 28894.5 23868.5 8950.93 8359.32 20561.2 1312.47 3307.34 5025.99 3834.75 7046.85 591.609 573.535 1191.24
internal_count=223821 70452 42291 153369 151591 37606 4061 4685 28161 22974 147530 1778 1747 5187
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=15
num_cat=0
split_feature=85 92 130 139 126 97 151 71 71 77 119 14 142 197
split_gain=527.038 365.183 714.507 438.042 407.511 374.782 316.203 300.568 277.457 230.864 206.323 195.198 120.306 80.6147
threshold=-0.03374815805970649 -0.02562446031632153 0.020495201836092117 0.059448108674110066 0.95352253048880853 0.52621934187750152 -0.4984425617537262 0.060290151845098193 -0.15603129340325853 -0.22200611078766011 -0.26228626485817463 0.20903745319741465 -0.098277099920501237 0.015325935060998252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 6 -2 -5 -3 8 11 13 -4 -1 -10 -9
right_child=1 3 10 5 -6 -7 -8 9 12 -11 -12 -13 -14 -15
leaf_value=0.11130308832959511 0.086693373908607985 0.14271741328718066 0.14918560493754876 0.017482227685537144 0.46935199698620844 -0.01288389316555583 -0.017152878257500042 0.33772304943021048 0.055060669116441044 0.0027579363871995961 -0.031769237587663722 -0.081976167264738428 -0.054581600019461544 0.12207969582344327
leaf_weight=188.04560844041407 1304.7018701327033 125.74619676265866 67.881347930058837 23369.183243772015 28.436792936176062 4920.1591944620013 7668.225344276987 36.269014399498701 104.02545902924612 112.36587700992823 877.97257252363488 72.35854404931888 2636.1648140950128 33.208701659925282
leaf_count=608 6038 281 147 63833 79 16953 66920 50 1386 611 8636 2689 55521 69
internal_value=0 0.00886961 0.0476922 0.00641761 0.0948558 0.0122009 -0.0145736 -0.0334797 -0.0410452 0.0913581 -0.0187826 0.0575966 -0.0504193 0.234651
internal_weight=0 38362.3 2278.99 36083.3 1333.14 28289.3 7793.97 3182.44 3000.59 181.844 945.854 260.404 2740.19 69.4777
internal_count=223821 162887 14900 147987 6117 80786 67201 60934 60204 730 8783 3297 56907 119
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=167 44 139 113 152 151 0 127 0 57 26 186 1 52
split_gain=603.093 458.149 354.007 326.715 282.014 209.421 155.824 151.543 142.066 101.507 87.9548 59.712 43.2963 25.2984
threshold=-0.20047743722539055 0.42717031711495951 0.049016479281002688 -0.14972403250722113 0.11006246484311445 -0.055266120834482999 5.4500193451626773 -0.27839767601704818 1.8511284792914298 3.6566269637719304 -0.091255450317479836 18.750000000000004 0.18118419515364059 0.022466658698363281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 11 13 -7 -9 -10 -1 -8 -3
right_child=1 7 4 -5 -6 8 12 9 10 -11 -12 -13 -14 -15
leaf_value=0.001221976193061351 0.0011329531373108377 -0.093788928484008716 -0.020772946251037257 0.028956442319900046 0.013972168183286837 -0.049519610530491948 0.00015623922553971008 0.074295531918057628 0.057534638767878038 -0.0171089566317883 -0.0027810763787484596 -0.059080192099329611 0.096721448189855674 -0.050684915767233989
leaf_weight=175.98584417719394 6395.9182860367 159.56373109854758 4927.4946637181565 12407.130469486117 4441.8982763839886 599.01117472629994 312.72187158931047 127.55164035595953 285.55021246429533 2559.066767603159 1576.8216195479035 2453.7062785699964 54.527029449120164 928.44232864398509
leaf_count=3124 28203 518 22886 62794 20887 4989 2219 536 1986 17642 11039 33915 249 12834
internal_value=0 0.00719588 0.0115793 0.0194922 -0.00430077 -0.028772 -0.0465233 -0.0255204 -0.00715818 -0.0127694 0.0064669 -0.0550446 0.0144937 -0.0570064
internal_weight=0 31947.1 28172.4 18803 9369.39 5458.32 2996.94 3774.62 2461.38 2686.62 1862.37 2629.69 367.249 1088.01
internal_count=223821 166300 134770 90997 43773 57521 39507 31530 18014 18178 13025 37039 2468 13352
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=15
num_cat=0
split_feature=68 156 131 14 111 119 154 26 119 1 93 131 140 116
split_gain=2346.64 894.496 457.125 357.993 346.653 257.668 221.978 175.546 109.76 81.5508 85.0055 64.763 43.4997 67.657
threshold=0.01091192292412968 1.7932310835211382 -0.18822000622483318 0.093868409698784419 0.13247987856262602 -0.058971202825232924 -0.22381323156751481 -0.02655666909219009 0.30884528928372407 0.53409068491428158 -0.041972844923288927 -0.23131214992309188 -0.080109988232359347 -0.013382102559749531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 6 9 -4 -2 -3 -5 10 -1 -11 13 -6
right_child=1 2 5 8 12 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.042715229567699901 -0.015758897291923323 0.05751788896538132 0.025891120597578157 0.033112664417201808 -0.074264047376144907 -0.0041715845192015211 -0.062819205050475946 0.024968618517262002 -0.035127973010015315 0.11803859067787384 -0.037056628929797407 -0.0043650767009091951 -0.077661132911897177 -0.0046590622768083586
leaf_weight=156.23666849546134 1672.0384276546538 2357.1735593415797 4013.8647674564272 967.8106345795095 384.53211249504238 9841.3451868426055 2502.3416318884119 5577.724945561029 311.58008290082216 75.321996029466391 921.23812551889569 101.43768978957087 4271.5808181613684 219.28195843566209
leaf_count=839 5062 9484 14049 2715 12595 33785 16587 22638 808 347 9138 765 91998 3011
internal_value=0 0.00643353 0.0154986 -0.0297854 -0.0620479 0.0045376 -0.0439693 0.0346378 0.0164935 -0.0151616 -0.0254895 0.0477944 -0.0741098 -0.0489862
internal_weight=0 27243.9 21790.1 5453.77 6129.63 13855.2 4174.38 7934.9 1279.39 1254.23 1077.47 176.76 4875.39 603.814
internal_count=223821 105128 79956 25172 118693 47834 21649 32122 3523 11089 9977 1112 107604 15606
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=15
num_cat=0
split_feature=13 82 13 151 67 129 3 167 177 83 4 160 173 159
split_gain=1104.97 564.961 517.569 362.648 299.719 219.241 116.845 99.605 89.4869 67.1818 54.2507 61.0802 45.66 41.2888
threshold=0.078417813415774362 0.43794274588456111 -0.30040253379151821 -0.15045357417448946 -0.10289150091543139 1.0196218613214234 12.183198139487841 -0.26376336427250796 0.063903378364849883 -0.14183485112103442 2.1669775423995503 0.048079028003345257 -0.16425930912581715 0.092347787018605562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 9 -7 -2 12 -12 -9 -11
right_child=7 5 3 -5 -6 8 -8 10 -10 13 11 -13 -14 -15
leaf_value=0.084284345990737253 0.11538540608563129 0.0042387324121126689 0.022179052935801989 -0.0061661558141217808 0.026548954498267663 0.036968426858848699 -0.051397397399929538 0.026259179175440784 -0.029577047750641891 0.055642301466368095 0.37034456922434295 -0.0078415170075863058 -0.072183979264398151 -0.070000035392342494
leaf_weight=1239.8912032814696 46.280541356652975 445.76498524751514 7340.5778018105775 11720.32485368615 3271.759228259325 580.96116858813912 2464.2983955396339 48.10633593890816 309.86027845647186 39.73023272678256 4.5262201167643061 75.620503451209515 2287.8957671644166 76.549701375886798
leaf_count=6023 188 1177 26134 57786 11337 2132 19827 1330 2283 159 53 1097 94074 221
internal_value=0 0.00619017 0.0119589 0.00474992 0.0424158 -0.0295869 -0.042875 -0.0622833 0.0138215 0.0134861 -0.0673812 0.0135162 -0.0701567 -0.0270709
internal_weight=0 27373.4 23572.6 19060.9 4511.65 3800.88 2910.06 2578.71 890.821 162.56 2416.15 80.1467 2336 116.28
internal_count=223821 126699 101280 83920 17360 25419 21004 97122 4415 568 96554 1150 95404 380
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=15
num_cat=0
split_feature=64 19 173 156 152 195 11 152 156 169 0 0 193 61
split_gain=1585.73 482.974 608.469 536.617 315.479 616.65 1429.04 293.56 216.272 205.675 183.729 159.409 141.849 118.003
threshold=0.017948027096679479 -0.23599305552033603 -0.1448658356184164 1.3014031936661132 -0.23492856474922469 0.22162928980237653 -0.31861621014780445 -0.081364909331216068 1.1741419325320352 1.1435138300396601 0.90967121768883852 0.7094098396241354 0.098412064601639912 -0.0018536287789824204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 11 -4 5 6 -1 -2 -9 10 -6 -3 -7 -11
right_child=1 2 3 -5 9 12 -8 8 -10 13 -12 -13 -14 -15
leaf_value=0.90314048095901089 0.052294478617460338 0.0059471369052296425 0.019420123448576909 -0.011288895861510235 0.048936693893453932 -0.058334165893974048 0.052797726955775517 0.040610439718285138 -0.016694900817080274 0.27234216389519045 -0.066373749644103253 -0.060077871555809938 0.040923485970241313 0.0075850795195918919
leaf_weight=23.758105317130685 3192.4246678957716 449.35184873826802 12132.633353912272 10716.237530707382 142.31779937725514 546.05873285233974 117.53461553063244 1139.6990253878757 1560.0992153268307 27.07421225681901 4751.0081441458315 1963.7011974938214 195.5348836183548 44.509995512664318
leaf_count=167 7089 709 24789 40460 1084 12486 1227 2181 5398 171 120432 6145 1200 283
internal_value=0 0.00598714 -2.61217e-05 0.00501744 -0.0507637 0.00431602 0.195781 0.031768 0.00749611 -0.0605583 -0.0630201 -0.0477829 -0.032163 0.10772
internal_weight=0 31154.1 25261.9 22848.9 5847.8 882.886 141.293 5892.22 2699.8 4964.91 4893.33 2413.05 741.594 71.5842
internal_count=223821 86771 72103 65249 137050 15080 1394 14668 7579 121970 121516 6854 13686 454
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=15
num_cat=0
split_feature=69 161 130 102 106 131 130 118 85 114 182 19 72 114
split_gain=450.36 333.714 299.482 287.988 374.831 341.855 339.481 326.306 247.548 180.337 176.824 154.745 132.456 89.3851
threshold=0.032909122427016567 -0.147718338766582 0.68025572101053455 0.15341214443859566 0.46610003014222728 -0.50044637218561927 -0.43847816227684233 -0.10510490861058162 -0.03374815805970649 66.78008077501795 0.065843664270232902 -0.029191582467456369 0.13231550229264416 5.5531511775073392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 13 4 8 -6 12 -8 -2 10 -1 -4 -5 -3
right_child=3 2 11 6 5 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.027000496041638247 -0.078153570184500948 -0.011512841487656543 -0.071013194745676786 0.059174893530078682 0.52683449965082596 0.11905574734377533 0.02679623106220589 0.0026480911526828533 0.036440926256880064 0.70547953135958819 -0.05128710266794391 0.13661988961916297 -0.085535152320212415 -0.052569539121510994
leaf_weight=1507.5101365875453 202.95280869398266 650.26195990201086 48.080729406327009 71.934387577697635 22.592957356013358 228.31581389997154 7229.2448492227122 24764.639852279332 2648.7451619599015 3.7576254159212104 356.78715774975717 141.61442336067557 524.04019803134724 2873.6480108350515
leaf_count=8897 1283 13994 401 220 60 410 24096 90690 10013 10 1802 854 4475 66616
internal_value=0 -0.0210625 -0.0384047 0.00948309 0.0385954 0.155774 0.00671155 0.00810453 0.0282853 0.0134128 0.0120179 0.0839926 -0.0680686 -0.0449934
internal_weight=0 5581.66 3713.61 35692.5 3102.61 250.909 32589.9 31993.9 2851.7 1868.05 1864.3 189.695 595.975 3523.91
internal_count=223821 92574 81865 131247 11766 470 119481 114786 11296 10709 10699 1255 4695 80610
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=15
num_cat=0
split_feature=157 19 161 48 81 154 180 111 158 86 157 180 12 158
split_gain=618.784 396.042 222.226 311.297 180.469 173.867 139.166 96.8102 60.615 53.2393 31.2754 26.3817 25.06 10.5307
threshold=-0.32170843596790943 -0.017257261217752885 -0.12743612581510952 8.472473627006389 1.6344977672277226 0.10070797519607556 31.168005354752346 0.74161135762592201 -0.24656618220091839 2.2116340615509533 -0.41514190564819103 34.965863453815267 1.743792500497815 -0.31764520659609075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 10 12 13 -12 -10 -1
right_child=1 4 3 -5 7 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.072232532260683643 0.043481685229235317 0.004747622016011129 0.028852573153296604 -0.010324648484726537 0.11977562911319733 0.02362311018725019 -0.033881393711535278 0.0090288667684400234 0.14745840327776302 0.50329387780795154 -0.019454292831193411 -0.052319784486244442 -0.012904840703705562 0.039737207301476056
leaf_weight=677.58952095359564 249.21767590194941 11497.728182577528 2724.3909622048959 7936.6519682630897 244.82011982239783 8478.5891364729032 3471.1688123159111 116.49143417552114 13.827866256237028 2.5540747772902241 318.10681794118136 1051.8844639305025 33.001923119649291 8.5049666697159392
leaf_count=7963 2460 48701 11154 47466 1003 57138 30539 472 151 27 3813 12637 236 61
internal_value=0 0.0050446 -0.00765634 -0.000313051 0.0140259 0.012759 -0.0286991 0.0840695 -0.0507869 0.0586953 -0.0534165 -0.0446885 0.0344471 -0.0708445
internal_weight=0 34719.1 14381.4 10661 20337.6 19976.3 3720.39 361.312 2105.47 49.3839 2056.09 1369.99 46.8298 686.094
internal_count=223821 198933 91619 58620 107314 105839 32999 1475 24888 414 24474 16450 387 8024
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=15
num_cat=0
split_feature=67 156 189 131 115 136 14 111 26 195 115 13 67 33
split_gain=2196.93 784.974 435.407 360.136 282.913 278.706 255.886 205.349 161.884 103.758 115.558 54.0395 28.4717 32.7696
threshold=0.0048470321536274079 2.1017343456104003 34.500000000000007 -0.2112357237888737 0.21365749849404675 -0.051150797757564814 0.18134730150641018 0.13870495254660933 -0.025749614968092114 0.31079811995949053 -0.026505293501427159 -0.36201853822438185 -0.02217775212413288 324.38345664767616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 8 -2 -5 -4 9 -3 11 -11 -1 -9 -14
right_child=1 3 6 5 -6 -7 -8 12 -10 10 -12 -13 13 -15
leaf_value=0.15862476469608355 -0.029092809310742835 0.058582363874801237 -0.051270690848887739 0.026962371988979633 0.039890643495213485 -0.0036315786022494512 0.016979785622048462 -0.080008197899631053 0.024373879599058276 -0.068680018530378278 0.03130912743101269 -0.066337188532593752 -0.063022068858515981 0.079454829830541529
leaf_weight=10.940297809429465 1030.8143882919103 1977.7901325654238 3913.9145708922297 4383.684644298628 1404.6188138499856 9283.6748103778809 639.0220492426306 3164.2216068543494 4602.712377701886 161.14912572875619 408.77428094297647 445.51249208021909 990.16757813375443 16.410475527867675
leaf_count=201 5019 8435 20148 15546 4109 33600 1778 83102 19930 4111 2301 5097 20299 145
internal_value=0 0.00546158 -0.0234356 0.0154352 0.0106929 0.00618116 -0.0416915 -0.0654875 0.0346553 -0.0254176 0.00303662 -0.0609453 -0.0753482 -0.0606992
internal_weight=0 27236.2 6988.37 20247.9 2435.43 13667.4 4552.94 5197.18 6580.5 1026.38 569.923 456.453 4170.8 1006.58
internal_count=223821 108565 31054 77511 9128 49146 21926 115256 28365 11710 6412 5298 103546 20444
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=15
num_cat=0
split_feature=13 24 157 194 89 115 128 128 115 173 136 161 160 164
split_gain=975.253 506.188 563.491 526.528 430.43 399.416 295.563 199.149 100.179 65.1897 45.8183 51.5869 45.4888 38.5391
threshold=0.078417813415774362 0.061501736108837808 -0.25164588124091725 0.13520246030075486 -0.055640984885822177 0.075383984663716444 0.27598895000420004 0.28256122774858666 -0.17825062978656683 2.5571388519961289 0.029777169259174473 -0.28099766292886347 0.46206016631411706 0.34827939772460287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -4 -1 10 -10 11 -2 -11 -12
right_child=8 3 6 5 -6 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=0.061266442609591014 0.07393877459112079 0.097297174399887609 0.013962840778948974 0.041803546342011666 -0.030655103805430226 -0.019739006295813172 -0.027363992977432073 0.011552003857697238 -0.070350300442616184 0.18338718962873871 0.47630631558800812 -0.035662646679492614 -0.013587675761204697 -0.0857400333067036
leaf_weight=3187.0893614431843 61.856913167983294 272.93327069748193 8848.2919040247798 2684.353699688334 7158.6587343830615 1736.9341889191419 2151.3117714333348 1078.4266968499869 2111.1405907976441 14.43533685710281 3.6837889305315903 140.45797852613032 62.424637784250081 1.8240956724621353
leaf_count=15631 245 1171 42016 10004 32624 13967 7685 3601 92590 116 47 3334 776 14
internal_value=0 0.00580555 0.0178445 -0.00969922 -0.0259559 0.0176261 0.0058801 0.0486974 -0.0607547 -0.0670568 0.00559484 -0.00215248 0.0234069 0.290168
internal_weight=0 27118 15265.1 11852.9 7431.59 4421.29 10999.6 4265.52 2395.82 2188 207.823 202.315 76.86 5.50788
internal_count=223821 126699 68933 57766 33795 23971 49701 19232 97122 93482 3640 3579 892 61
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=15
num_cat=0
split_feature=95 180 126 123 186 12 94 152 186 169 126 19 12 152
split_gain=1404.48 656.246 534.356 442.5 367.509 350.186 319.831 296.13 249.051 194.714 222.402 182.397 161.071 160.639
threshold=0.017556497062269541 36.802543507362792 0.93910706873536209 1028.5000000000002 43.250000000000007 0.88628908075910229 0.02334928404305352 -0.083604355297881364 15.250000000000002 1.1435138300396601 0.81202679510512077 -0.23228236816764389 3.9921580649315493 -0.31617465020833402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 11 9 12 -7 13 -11 -2 -8 -1
right_child=1 2 4 -5 -6 8 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0062695390447654658 0.087658080020887721 0.012383912446374703 0.0076072870891089458 0.049004793322925545 -0.037607543801727143 0.044745549045839841 0.086187215804616982 -0.062442942192368012 -0.031922490994700695 1.0954213758344793 0.059859126860309475 -0.0017340771590102695 -0.080971829141734328 -0.067895430440967269
leaf_weight=313.64020342659205 415.23468046821654 9017.9947030404583 6083.4800008637831 5203.4075676044449 2551.6700194738805 452.73254237230867 388.25165858957916 335.19798730686307 6607.4956564512104 2.1224524825811377 90.652256656438112 506.89247374422848 67.695450955070555 4241.9412471200339
leaf_count=5930 591 25430 11239 10908 4185 623 1642 3692 26516 28 644 1049 807 130537
internal_value=0 0.0052478 0.0138685 0.025783 -0.00575361 -0.0194367 -0.049865 0.00891133 -0.0270062 -0.0598686 0.0835502 0.0385193 0.0613688 -0.0627894
internal_weight=0 30838.9 22856.6 14221.4 8635.15 7982.36 5439.5 791.145 7060.23 4648.36 92.7747 922.127 455.947 4555.58
internal_count=223821 80541 51762 36338 15424 28779 143280 6141 27139 137139 672 1640 2449 136467
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=15
num_cat=0
split_feature=85 96 131 129 129 87 192 161 85 55 158 66 32 149
split_gain=400.283 314.56 494.227 390.06 300.603 291.266 247.688 259.844 251.977 223.419 207.742 202.686 56.0516 154.416
threshold=-0.033089559306409048 -0.024479252634469355 0.015957877149282609 1.0153701820172836 1.0244329852777552 0.028067624593961511 15.855490237266865 -0.066180061915514829 -0.091729737530596003 2.4051597668894411 -0.25847637615232072 7.0675911975789498 -0.16680832819042854 -0.40893503607907861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 11 -5 -2 12 8 -8 -4 -9 -3 13 -1
right_child=1 3 9 4 -6 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=0.45150509746794587 0.10922258538180574 -0.0098284134707053994 -0.025238633804315513 0.010458150913584367 -0.074378934075725697 -0.041292805008790408 0.10165538790891038 0.2158308514728205 -0.0070540251419701607 0.41537025073961947 -0.052039218523264374 -0.061380349841290566 -0.077954524439581854 -0.041217876255959733
leaf_weight=7.4078650395385912 977.29851035168394 2579.697492278181 683.50698127411306 32093.907848380972 423.1659283451736 148.04178186925128 306.25265942700207 29.773625103756785 701.88516503758729 11.70543286949396 1048.8620940260589 1082.7796728690155 899.05354176554829 44.983029508497566
leaf_count=57 3449 16257 6658 117511 2654 1349 1088 33 5701 15 34997 14106 19002 944
internal_value=0 0.00791034 0.0484695 0.00586941 0.00935411 0.0894218 -0.0298101 -0.0105305 0.0259698 -0.01782 -0.0446452 -0.0250693 -0.0720953 0.0284512
internal_weight=0 38000.1 1820.55 36179.6 32517.1 1125.34 3038.22 2086.77 1008.14 695.212 1078.64 3662.48 951.444 52.3909
internal_count=223821 161999 11471 150528 120165 4798 61822 41819 6789 6673 35030 30363 20003 1001
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=15
num_cat=0
split_feature=157 166 114 63 28 167 130 126 158 35 131 157 86 12
split_gain=538.836 371.22 343.077 265.329 121.765 101.338 90.9743 59.723 52.786 53.9044 46.9406 30.5729 24.8154 17.5712
threshold=-0.32170843596790943 -0.25194968577931248 19.317613796232944 0.45291870775686099 -0.14982179203063528 -0.21998307604655112 0.1242564020262721 0.8702116846160125 -0.24656618220091839 3.3603141985452685 0.44305792258826426 -0.41514190564819103 2.2116340615509533 1.743792500497815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 9 11 -11 -1 13 -10
right_child=1 2 6 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.069957322715506837 0.53794504287949418 0.012273784103993613 -0.038704829120790582 -0.050365691077569753 -0.042081030190845921 0.035866834112348478 0.0025861126418035441 0.069560923361516078 0.11680224279984518 -0.082388198221360176 0.7538954611531361 -0.043228455612646835 0.29042760025837872 -0.011543425214783059
leaf_weight=637.62078873207793 2.8147152494639149 28508.227269031107 1877.2979031857103 692.65164547599852 2254.7737520858645 180.11065962910652 745.48303833790123 82.921696619130671 15.887815757654606 1.1825372725725167 1.5521525889635084 1301.2667664838955 3.9793038610368958 32.460812516510487
leaf_count=8014 23 140001 16432 6350 30412 1354 3601 760 151 10 30 16420 27 236
internal_value=0 0.00475026 0.00767622 0.010788 -0.0321909 -0.0363152 -0.0269685 0.0849379 -0.0487216 -0.0513927 0.392269 -0.0520185 0.0503884 0.0306322
internal_weight=0 34344.3 31823.7 29200.9 2520.62 2434.88 2622.78 85.7364 1993.95 1941.62 2.73469 1938.89 52.3279 48.3486
internal_count=223821 198933 166384 146351 32549 31766 20033 783 24888 24474 40 24434 414 387
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=15
num_cat=0
split_feature=34 167 176 116 178 180 114 34 77 163 77 77 40 128
split_gain=1832.74 573.895 485.738 548.449 392.403 330.895 206.339 186.797 162.524 93.093 58.1682 44.2738 26.3484 51.8958
threshold=-0.0021479231134794987 -0.083885681323002226 1.6574822289787325 0.36300019912827924 0.22252442989009982 37.15595716198127 11.965813597887559 -0.072759724958990066 -0.011589005678382553 -0.15035376655112836 -0.034722509732244486 -0.19075698100456276 11.023307989719862 -0.38426628073200814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 12 7 9 -6 -8 -2 -7 -4 -1 -14
right_child=1 2 11 -5 5 10 8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.078377046216744087 -0.067443249569953206 0.0033848282975087809 -0.006328492365616902 0.037753561088466267 0.11600119575707786 0.079643107526171777 0.015957034435062415 0.0010065504101924459 -0.060667963523640428 -0.028404577828141028 -0.066900642779541664 -0.062235315345614432 0.060102471057901875 -0.063214657013191525
leaf_weight=3386.4520048187114 1231.1249485490844 14300.445685181767 167.12138617411256 6875.4650976518169 216.13878330588341 28.295107137411833 1208.6832589637488 407.7374026319012 359.02915316820145 1212.3762997379526 634.07139372453094 929.39901815354824 36.178970573469996 601.39926411118358
leaf_count=88880 11243 59573 295 30715 713 94 3221 1886 1346 6496 5985 2424 406 10544
internal_value=0 0.00491241 0.0111833 0.0145438 -0.0594972 -0.0114158 -0.0299068 0.0408459 -0.00159121 -0.0480737 -0.0606406 -0.0537145 -0.074866 -0.0562171
internal_weight=0 26283.6 22272.4 21175.9 5310.27 1286.24 4011.21 623.876 1567.71 2443.5 662.367 1096.52 4024.03 637.578
internal_count=223821 115313 93007 90288 108508 8678 22306 2599 4567 17739 6079 2719 99830 10950
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=15
num_cat=0
split_feature=13 73 62 195 128 67 190 154 115 67 109 23 133 115
split_gain=861.962 495.714 381.775 479.692 375.436 308.517 301.943 246.88 94.7689 55.024 52.6169 63.1045 49.1397 28.7462
threshold=0.078417813415774362 -0.036578982948605017 0.023913249189229123 0.66398239852895824 0.27598895000420004 -0.08950821473722427 0.0090703861968873829 -0.093682285306363952 -0.14716690320950881 2.8778375764648056 -0.29806496358664297 0.033292067274170757 0.021732894693799423 0.95330134880339557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 -1 10 -10 12 -12 -2 -11
right_child=8 2 3 -5 -6 6 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.020022597487146285 0.90448217833839151 0.027590428053632623 -0.030713896391285828 0.026429775743088954 -0.024889039487078921 -0.0063158052938175752 0.03326541874219343 0.058509043124954509 -0.06991672987292212 0.079809297894808187 -0.041160732669372736 0.21487415584312758 0.067712058622560842 -0.042690865832602107
leaf_weight=466.75018656626344 0.7097841203212728 4683.9054970480502 7309.584788558539 1838.498663736973 1922.8015663474798 4454.7200590390712 3396.9261239632033 2812.2003684472293 1905.2798864280339 37.044153179042041 185.29428021959029 10.153877393342553 62.481338665354997 39.670171537436545
leaf_count=1549 46 20798 37174 12120 5649 20091 14760 14558 90768 327 3955 87 1390 549
internal_value=0 0.00541254 -0.00600074 -0.0192297 0.0123169 0.0215675 0.0108086 0.0473303 -0.0591441 -0.0665734 -0.00221279 -0.0278593 0.0771109 0.0164626
internal_weight=0 26885.4 15754.8 9148.08 6606.71 11130.6 7851.65 3278.95 2240.63 1981.99 258.639 195.448 63.1911 76.7143
internal_count=223821 126699 75741 49294 26447 50958 34851 16107 97122 91644 5478 4042 1436 876
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=15
num_cat=0
split_feature=64 193 188 138 67 190 126 144 193 156 158 156 162 87
split_gain=1246.74 612.009 520.413 502.435 487.324 444.384 317.699 168.248 119.206 104.005 105.99 53.5038 53.0007 51.7627
threshold=-0.0088834238136265616 0.014629270288838219 0.60762586026322651 0.47711130812493913 -0.073237011252892933 2.2732057416267959 0.91126260984713137 0.13942218598410902 0.87011353907531064 0.67829521250043423 -0.057405127734693202 4.6644693368181747 0.43028398120806338 0.11853518995704027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 6 -3 -4 -2 -5 9 10 -1 -10 -13 -11
right_child=1 2 5 7 -6 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.075661548986134627 -0.06225617611490554 -0.022047460637891671 -0.020765740840686928 -0.019414247423766191 0.027441221167695175 0.037641555511067813 -0.014261033097181117 0.038962621674688391 0.020150781868902536 -0.073713975319009681 0.21185609151289697 0.46445086447190392 0.076804797517527848 0.064352158797382167
leaf_weight=25.067892328836024 2741.7996593778953 2312.9785943096504 6962.5585315525532 757.46176601666957 14240.176912676543 1602.4451796151698 2775.1282042907551 1417.8456548713148 42.454111313447356 2682.6565901809372 26.244575753808022 6.1807801295071831 8.2147802803665382 27.432218691334128
leaf_count=512 38114 8359 12448 2272 40636 2360 27374 3752 240 87560 50 16 27 101
internal_value=0 0.00261428 0.0101723 -0.0220655 0.0205261 -0.00983819 -0.0381136 0.0186353 -0.0666951 -0.069646 0.0713939 0.0766422 0.243242 -0.0723164
internal_weight=0 32810.4 25118.2 7692.24 16553.2 8565 5516.93 2175.31 2818.25 2761.4 51.3125 56.8497 14.3956 2710.09
internal_count=223821 135315 63803 71512 48995 14808 65488 6024 88506 88223 562 283 43 87661
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=15
num_cat=0
split_feature=13 118 90 74 168 13 187 39 77 59 167 113 161 148
split_gain=345.495 276.275 274.008 306.387 236.084 184.975 177.231 145.975 187.535 115.957 110.593 101.536 156.648 88.6584
threshold=0.18437920863162804 0.59615497854570887 -0.045624821598786384 -0.212584004396597 4.1272701805210028 -0.1065309634579303 0.074432452549311398 -0.032830433645872507 -0.035499375519597268 0.12856260531386671 -0.052225824247598335 -0.39545161056100114 1.8268061608391533 -1.4179270228356258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -6 8 -2 -9 -8 12 -3 -13
right_child=4 11 3 -5 6 -7 10 9 -10 -11 -12 13 -14 -15
leaf_value=-0.065616545828993011 0.27452739553511324 0.047894997072828599 0.058367078669920663 0.0098281384534955052 -0.064771629401380801 0.0070803414655127008 0.11198687703120946 -0.060203538069274198 0.032209866508737743 0.15662978390961352 -0.016060308732054589 -0.081715594508280406 0.52486566401791324 -0.015359632528454643
leaf_weight=782.50496753118932 52.594046318903565 46.298332646489143 1356.4009628696367 31519.472535969689 1401.8702631769702 633.26784415543079 79.223845883272588 120.67396373162046 81.322219110094011 30.998415115755051 453.89949832018465 211.95505048520863 8.0885139983147365 4025.772614505142
leaf_count=6539 442 145 4593 115804 60626 5365 548 5183 2423 323 7458 722 28 13622
internal_value=0 0.00698205 0.00997576 0.0118308 -0.0335817 -0.0330996 -0.0461082 0.0512911 0.127377 -0.0158877 0.00296792 -0.0169361 0.118831 -0.0186785
internal_weight=0 38583.8 34291.6 32875.9 2220.58 1415.77 1934.99 285.589 133.916 151.672 533.123 4292.11 54.3868 4237.73
internal_count=223821 146818 132301 120397 77003 11904 68632 8371 2865 5506 8006 14517 173 14344
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=15
num_cat=0
split_feature=166 173 139 77 151 0 57 35 161 126 52 189 108 119
split_gain=430.681 327.438 269.037 305.184 234.615 145.907 118.515 92.7745 89.593 85.5581 85.5457 50.7674 46.9762 45.4509
threshold=-0.24150448871572766 0.43085966762297917 0.049016479281002688 0.089203811031706312 0.010876993665583401 5.8405769781772667 5.0490427049616891 -0.05364639480502905 -0.20620166159314904 0.913551954453374 3.2179943230195449 27.500000000000004 1.3629420945176134 0.045437345797584967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 7 -3 10 -8 -1 -10 -7 -14
right_child=1 6 4 -5 -6 12 9 -9 11 -11 -12 -13 13 -15
leaf_value=-0.044287524004473569 0.012008809152951775 -0.066693247217191429 -0.0243406030856686 0.055744541808260543 0.0073679344491910746 0.15610544567910395 -0.044317237441086538 0.034505318276336343 0.21839717805727479 -0.011775433572610107 0.7726349583516875 0.0017523868021603302 -0.012514201285240292 0.081324800449481649
leaf_weight=2795.5305679324083 16771.529458928853 109.07119718194008 3658.4178724559024 1763.2012162096798 6443.1995981754735 31.558315457776189 1785.7849047333002 534.63563308399171 11.149086840450762 1475.488748434931 1.2824361864477385 362.6352410921827 127.6662424672395 86.645356067456305
leaf_count=44552 83254 417 19578 9023 29456 211 20132 2233 102 10120 28 3112 942 661
internal_value=0 0.00530949 0.00901372 0.0161694 -0.00411568 -0.0320128 -0.0218547 0.017358 -0.0377676 -0.0295944 -0.0439129 0.00821438 0.0421979 0.0254245
internal_weight=0 32541.3 28636.3 18534.7 10101.6 3416.47 3904.98 643.707 3170.6 3261.27 2796.81 373.784 245.87 214.312
internal_count=223821 174213 141311 92277 49034 49608 32902 2650 47794 30252 44580 3214 1814 1603
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=15
num_cat=0
split_feature=67 118 173 157 95 195 126 105 85 139 169 195 126 44
split_gain=1757.41 748.966 484.968 391.163 349.015 247.41 170.457 150.521 86.6109 64.4325 57.6558 53.2583 56.0424 34.0975
threshold=-0.0033815336375972774 0.011089915958889238 0.32619124149528661 -0.23331974765970495 -0.02625690974498289 0.3039593064970858 0.91968981642078285 15.873683407199598 0.13951848366007921 -0.28906683955714207 0.015549633928224544 0.30675800945440496 0.90739458461884259 0.41613032600401506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 8 -2 -5 -4 9 -3 10 -1 -9 -13 -11
right_child=1 3 6 5 -6 -7 -8 11 -10 13 -12 12 -14 -15
leaf_value=-0.010134092509063415 0.051250687366394959 -0.094880948146522814 0.058450981523129802 -0.030107840237142885 -0.002225980177919046 0.0021366267942745554 0.01219463445485606 -0.057610374352323038 -0.044034322369674361 -0.073076451969926112 0.26439619612709875 0.1033351035680739 -0.021649448122910149 0.52863328827977696
leaf_weight=42.208431070670485 1471.4688289361075 472.05880057718605 3393.1168628353626 3257.4721571886912 7153.8129409123212 8830.0333407185972 1041.0966461133212 69.418693772517145 1153.8403567126952 3810.6859607654624 9.3434538505971414 82.221188805066049 63.64774727076292 0.9420119971036901
leaf_count=678 4765 2420 17931 12850 29675 35545 4005 475 7610 106979 33 356 496 3
internal_value=0 0.00357486 0.0207142 -0.0127472 0.00689711 -0.00655296 0.0475906 -0.0668907 -0.058797 -0.0714258 0.0396228 0.0144883 0.0487999 -0.0729277
internal_weight=0 26772.9 13059.5 13713.4 8625.28 12087.5 4434.21 4078.47 1625.9 3863.18 51.5519 215.288 145.869 3811.63
internal_count=223821 114801 56376 58425 34440 48395 21936 109020 10030 107693 711 1327 852 106982
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=157 73 183 73 135 94 168 145 108 157 109 94 44 168
split_gain=786.096 485.003 460.818 433.725 414.303 309.255 241.106 180.789 164.059 162.326 152.829 128.781 96.3065 87.7775
threshold=-0.077865423869065156 0.52793544927981872 1.4842206664495823 -0.14464998286690192 0.023363280833992927 0.12596932180946258 4.6293644821931368 -0.24695411616748839 1.8699683451948523 0.081825274217820695 0.12503543912891588 0.014527477801963151 -0.029246728378749556 40.930602169302901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -4 11 -8 13 10 -5 -2 -10 -3
right_child=3 8 5 9 -6 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=0.029476415467136381 0.059219482205033161 -0.044705237374682856 0.063590980369775507 -0.013669967114736193 -0.0011381108021867551 0.23504378446145774 0.071249074633476184 -0.044335017712859977 0.084040335217692982 -0.066883460937349273 -0.054893559296618349 -0.087674555317480252 -0.013756423757628727 0.039489967805953818
leaf_weight=8004.6926176371053 884.35105300182477 2163.9544762996957 642.03792205546051 2257.2577813318931 9872.0142938750796 125.81932255811989 165.98786821402609 732.546018444933 178.30934846308082 1762.7950846294407 1494.9173621800728 64.001167532522231 231.33270164672285 131.34051913907751
leaf_count=35791 6039 15817 2121 20898 32828 1197 635 11021 709 82715 10999 88 1552 1411
internal_value=0 0.0100876 0.0158285 -0.027807 0.0125702 0.0916848 0.0141365 -0.0229829 -0.0294833 -0.0418533 -0.030094 0.0493061 0.0288126 -0.0398875
internal_weight=0 21349.5 18644.6 7361.86 17876.7 767.857 1846.89 898.534 2704.94 5514.97 3752.18 948.352 409.642 2295.29
internal_count=223821 91426 71937 132395 68619 3318 17783 11656 19489 114612 31897 6127 2261 17228
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=15
num_cat=0
split_feature=64 103 1 76 180 126 20 118 33 189 118 129 181 39
split_gain=1116.23 494.086 500.477 487.82 401.905 459.912 217.852 128.842 96.5751 107.248 64.2011 68.0726 57.9682 24.9657
threshold=-0.0088834238136265616 0.28185769501578173 -0.15791268799867872 -0.016151337822898484 36.802543507362792 0.95960441781706263 -0.18828258738279999 0.91592057694888995 8.4513464621201191 36.500000000000007 0.75034381593476929 1.0242097202916225 0.83302725469970906 -0.025255675142231652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 9 -1 12 -12 -10 -11
right_child=1 4 3 -5 5 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.050102869843820591 -0.056134989697117936 0.02211759011216206 -0.03459450971783308 0.014925548354301111 0.027910393127257682 -0.01643224710290709 -0.025377768386742657 0.009819402131323306 -0.073358221783033847 0.30906955920341439 -0.010360993735568438 0.41888236110714755 0.097934384274856803 0.10572670126885396
leaf_weight=36.352842195890844 2693.3257975461893 1310.4259921023622 3003.928038246464 5889.4331841990352 12704.948673541658 2866.7932558916509 3671.5113519448787 332.78660719376057 2414.1629582336172 13.848870197311046 114.42173626925796 3.8178577981889239 19.919626820832491 10.705219528637825
leaf_count=764 22951 2799 34196 36929 23869 4090 9150 1331 85493 28 2068 48 80 25
internal_value=0 0.00244394 -0.0137538 -0.00180094 0.0118373 0.0197468 -0.0128848 -0.0488819 -0.0654912 0.058954 -0.0684609 0.00349892 -0.0719564 0.220415
internal_weight=0 32473.2 11919.5 8893.36 20553.7 15571.7 4981.94 3026.11 2613.23 60.9069 2552.32 118.24 2434.08 24.5541
internal_count=223821 135315 95407 71125 39908 27959 11949 24282 88506 817 87689 2116 85573 53
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=15
num_cat=0
split_feature=129 160 126 117 108 168 169 82 23 124 195 195 130 106
split_gain=330.357 649.524 305.964 291.58 268.77 255.071 249.123 228.957 226.913 211.835 199.303 189.557 86.8521 63.6611
threshold=1.0155316109626573 -0.35636316991292921 0.99313603977333653 0.14967380992533899 1.9534276293702544 2.6219150535005613 -0.052473306581509123 -0.061787879338699184 0.04237199828205393 0.058645268684109596 0.23597717434454288 0.34895637336239199 0.060002665450056926 -0.20734963573128615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 8 11 -3 -9 -8 -1 13 -4
right_child=2 6 12 4 -6 -7 10 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.069598791505290108 -0.042156205412852865 -0.046333401284040614 0.19133931859703535 0.0027529617198959514 0.081237654950711169 0.030114488160288951 0.015624677211621821 -0.10528193510650652 0.023033663495565956 0.065907401371111021 -0.059637380382504657 0.1746419774933774 -0.081743873195057493 -0.097799348932958441
leaf_weight=36.525485470890999 521.02982208644971 761.60596385411918 20.98302760720253 25752.309668215923 443.84611883247271 7787.7002759766765 408.81848158314824 95.052625384181738 1238.3474254198372 301.77409820631146 2525.1699249634985 244.3923467695713 455.88300743466243 11.952465165406464
leaf_count=259 4080 9127 9 126224 1075 29806 4101 679 3682 796 40172 315 3380 116
internal_value=0 -0.0179893 0.00814691 0.00925985 0.00408274 0.0255825 -0.0305985 0.0738049 -0.00338214 0.0249021 -0.0491505 0.142885 -0.0704141 0.0864094
internal_weight=0 5611.69 34993.7 34504.9 26196.2 8308.73 4933.94 677.745 1999.95 396.827 2933.99 280.918 488.819 32.9355
internal_count=223821 59131 164690 161185 127299 33886 57082 2049 12809 1475 44273 574 3505 125
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=15
num_cat=0
split_feature=157 118 152 14 150 20 66 143 157 127 152 108 54 194
split_gain=444.902 319.961 220.711 330.267 175.674 138.022 106.665 85.7776 41.6989 25.266 33.5034 29.4639 8.22219 5.62759
threshold=-0.32170843596790943 -0.090395297962367907 0.052523566913709359 0.080153214186858571 0.47437666213412488 0.14548027968368912 1.4625804472950779 -0.0080688336267275996 -0.41514190564819103 0.43628904217351244 0.35539568373477587 1.4151271591170991 3.2357854608351544 -0.045163938576306809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 12 11 -11 -10 -1 -14
right_child=1 2 4 -5 -6 7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.14904937909473678 -0.057162224537612549 -0.013912860210002943 0.057673106272508413 0.016829143169915222 0.015409326027745279 0.030728259529572106 -0.017108542881110255 -0.01002326250948718 0.0074352296777510131 -0.018382403976270365 0.12558636751058685 -0.049311085482978773 0.083582474289148459 -0.069406730792948332
leaf_weight=1.7381403064355243 785.80636544246227 7319.2788911135867 1076.5908750649542 6687.7072176858783 11372.954948684201 889.95776751451194 4320.0791490627453 1230.9380372380838 102.04242700804025 271.08334520459175 17.189066423103213 885.51403444539756 2.4143945453688493 579.03281257394701
leaf_count=28 7984 46835 5883 34131 62114 7676 27789 6521 1620 2123 151 12963 80 7923
internal_value=0 0.00428213 0.00937599 0.000765067 0.0190641 -0.014366 -0.0232729 0.00707665 -0.0459702 -0.0358445 -0.00979785 -0.0434476 -0.0681223 -0.0687715
internal_weight=0 33683.3 26456.5 14007 12449.5 7226.78 5105.89 2120.9 1859.01 1275.83 288.272 987.556 583.185 581.447
internal_count=223821 198933 148963 80966 67997 49970 35773 14197 24888 16857 2274 14583 8031 8003
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=15
num_cat=0
split_feature=67 118 173 157 154 23 105 35 79 148 126 139 169 9
split_gain=1570.26 646.967 371.412 361.023 443.862 293.907 134.244 125.148 112.078 51.9737 62.5562 47.062 47.7083 41.525
threshold=-0.006621003519144227 -0.032983731049895569 0.32619124149528661 -0.20102387242282002 -0.24088717327293804 -0.0418989689630139 15.873683407199598 -0.076431245418675034 0.1841291880568911 0.39062937277739468 0.90739458461884259 -0.28906683955714207 0.015549633928224544 -0.038163642724998316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 8 -5 -2 11 -4 -3 13 -11 12 -1 -8
right_child=1 3 7 4 -6 -7 9 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.021918216583892862 0.034537378979594281 -0.078516670969497271 0.16165287500651404 0.025807568821302279 -0.01409541435276274 -0.0081928176792854662 -0.053284038837517339 0.046479601878876384 -0.030708570283528448 0.28516417662227211 0.0068570795648285766 -0.072978827806185698 0.23191324828658813 0.047090671673983557
leaf_weight=37.919718261808157 2713.299692530185 752.59276397805661 97.111440535634756 3795.0107890684158 10501.746125352569 3957.4804786466993 95.631776327267289 3312.3241251707077 1407.3101732456125 14.250149030238388 18.64220454916358 3403.9828942753375 9.2013894785195571 72.432608586736023
leaf_count=643 9623 3948 221 13335 44961 17646 709 18143 9588 76 154 104415 29 330
internal_value=0 0.00295993 0.0229103 -0.00926033 -0.00350334 0.00918743 -0.0669784 0.0497601 -0.0473667 0.0124739 0.12743 -0.0716049 0.0276477 -0.0100244
internal_weight=0 26536.9 10080.2 16456.7 14296.8 6670.78 3652.06 3409.44 2159.9 200.957 32.8924 3451.1 47.1211 168.064
internal_count=223821 117465 45633 71832 58296 27269 106356 18364 13536 1269 230 105087 672 1039
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=15
num_cat=0
split_feature=13 110 13 130 119 95 5 157 157 180 74 64 10 173
split_gain=704.321 452.622 330.925 313.341 260.416 276.289 229.637 227.359 191.375 132.197 107.834 104.539 82.4929 56.7465
threshold=-0.023279049112118495 0.25329849173471047 -0.30433634008384491 -0.38281255006822029 0.017641011540906668 -0.0014312291943225429 -0.068784939698472922 -0.10757786164878333 -0.067416746355585019 37.997991967871492 -0.13077880472029327 -0.013275621223360795 -0.3948184340441207 -0.1886730828536779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -3 10 -6 11 -1 -2 -8 -10 -12
right_child=6 4 3 -5 7 -7 8 -9 12 -11 13 -13 -14 -15
leaf_value=0.068036386014683647 0.054552603031584761 0.035563450059100783 -0.057379118828870236 0.01429259097791166 0.012755843123855188 -0.040850409439564722 -0.073734368123817076 -0.051342482277404261 0.095948017386087464 0.023813878312009207 0.056575713925189154 0.01309187497243018 -0.061148930815627216 -0.037403257081699413
leaf_weight=1561.5428418731317 346.43237727507949 550.23699210677296 643.75958948722109 11627.829157433007 4256.4556814972311 3378.4474601699039 175.06371534103528 636.06957485713065 33.830553337931633 1191.9854320241138 78.51277093263343 666.99893193366006 2793.4535838025622 353.69831057381816
leaf_count=8088 2863 2341 2793 51448 18168 13204 683 4220 133 5306 745 6413 100582 6834
internal_value=0 0.00700635 0.0175627 0.0105327 -0.0109742 -0.0301482 -0.036339 0.00442252 -0.0468058 0.0488927 0.0129857 -0.00495919 -0.0592691 -0.0203316
internal_weight=0 23846.3 15025.1 12271.6 8821.21 3928.68 4447.99 4892.53 3669.35 2753.53 778.643 842.063 2827.28 432.211
internal_count=223821 105568 67635 54241 37933 15545 118253 22388 107811 13394 10442 7096 100715 7579
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=14
num_cat=0
split_feature=97 193 12 188 67 129 10 97 75 169 112 124 115
split_gain=1022.21 481.869 517.204 470.797 392.58 343.652 288.546 217.437 96.5532 72.1718 63.9835 28.0803 15.9371
threshold=-0.008107795206766551 0.016757731082606624 1.6651360728925402 0.60762586026322651 -0.078979121821458831 1.0181756804853681 -0.33269770684016459 0.55346315589336292 0.074617902836399755 1.2770061709705376 0.03833622603741315 0.24644545883556337 -0.26697550594520836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -5 -4 -2 9 11 -11 -1 -10
right_child=1 3 6 5 -6 -7 -8 -9 12 10 -12 -13 -14
leaf_value=-0.073393655772960378 -0.0015880390010787307 -0.022918566209700651 0.061952501069394594 0.015514369246159225 0.024945941185558942 -0.025866926742725244 -0.04709117484380456 0.06382067523777285 0.25746515760165917 0.024723574521411371 0.43622952452619707 -0.026611009727105391 0.064323975887680171
leaf_weight=2116.9438137141988 2501.3214895557612 1950.4774526329711 257.07891096826643 3256.417222764343 14107.640644045081 5229.7850626092404 4329.285586565733 637.83063457533717 9.3403919935226458 22.725190846249465 4.5319905132055274 136.57940841559321 7.8737112842500201
leaf_count=80954 8331 6699 2446 6560 40811 8298 63034 1708 7 125 14 4798 36
internal_value=0 0.00220823 -0.0195728 0.00906397 0.0191321 -0.00998765 -0.040979 0.0117021 -0.0668211 -0.0686019 0.0931437 -0.0705583 0.169123
internal_weight=0 32269.8 7725.52 24544.3 16058.1 8486.2 4586.36 3139.15 2297.99 2280.78 27.2572 2253.52 17.2141
internal_count=223821 137887 75519 62368 47510 14858 65480 10039 85934 85891 139 85752 43
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=15
num_cat=0
split_feature=166 188 129 89 76 19 120 130 16 104 155 130 96 192
split_gain=304.907 339.141 247.896 232.121 250.048 221.964 188.079 146.601 140.438 152.856 117.973 62.9875 65.7339 59.7359
threshold=0.2203676166694295 1.4777026245808773 1.0245748931830738 -0.060289125151995381 -0.28990006984459732 0.058634409834089317 0.54275268946377409 0.007716007358640112 0.37256506040279747 0.87233573990408309 -0.39917122489676171 0.060002665450056926 1.6339801252579302 4.7998692505975731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -5 -1 7 -2 9 -3 -10 -4 -13 -8
right_child=1 8 11 4 -6 -7 13 -9 10 -11 -12 12 -14 -15
leaf_value=-0.06915168688138322 -0.056413267398285442 -0.03214810004563879 0.11835589721669418 0.12115231970225573 0.0082759605334626601 0.029173443360719965 0.26012669411305639 0.035787429736774019 0.53106422173598211 0.081681622572589027 0.097117343293072173 -0.099826618682601162 0.10540765565341835 -0.060595039046429669
leaf_weight=734.23623915715143 278.96056813560426 318.57731436006725 15.347647439688442 197.34284443221986 35555.234594017034 334.04321902710944 5.8261820785701266 451.67657996434718 6.4987718015909186 187.34353225957602 174.050786819309 298.67567480076104 16.466303929686546 1797.3070289792959
leaf_count=7122 6689 1394 36 879 156482 4364 146 2866 24 749 485 2255 23 40307
internal_value=0 -0.0253241 0.00675265 0.00752654 0.008899 -0.0384061 -0.0422158 0.000584787 0.0370234 0.0100033 0.112737 -0.0794688 -0.089103 -0.0595587
internal_weight=0 3220.24 37151.3 36820.9 35752.6 1068.28 2533.77 730.637 686.47 505.921 180.55 330.49 315.142 1803.13
internal_count=223821 52660 171161 168847 157361 11486 50008 9555 2652 2143 509 2314 2278 40453
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=15
num_cat=0
split_feature=156 114 81 118 189 189 18 192 158 109 175 192 163 154
split_gain=369.974 270.723 268.826 182.28 149.644 149.245 144.772 113.733 112.979 104.44 86.2989 79.7056 55.1833 42.2049
threshold=1.46316369512775 20.110051268876344 1.3860296544790558 -0.08472127713930884 33.500000000000007 29.500000000000004 0.79438937087120076 17.128125105097492 0.030746353975746408 -0.38948671426166531 0.68501940299339392 13.485570561019435 -0.31996688822142411 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 6 -5 -1 11 -6 -2 13 -4 -12 -3
right_child=1 10 7 5 8 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.01490858062519799 -0.055776934845597481 0.027446680789755332 -0.084055432670776975 0.040518828954958022 -0.043292363959762797 0.010843751515686881 0.068215797949086707 -0.00048833689176344317 0.015882849267722387 -0.0027368038030583961 0.33773309781685812 0.089670461774997046 -0.033569215132875717 0.18299080554552782
leaf_weight=1325.5704568596557 397.36626216582954 81.689678012393415 28.693204533308744 1862.9012769786641 3686.5555831538513 18780.332487995736 248.85622627008706 425.69565794058144 353.58557335101068 5646.5506977536716 4.0107365790754548 331.81145883910358 1995.9949137335643 22.18100100569427
leaf_count=12878 2058 472 172 9923 38394 98893 1249 2967 1134 37459 40 1476 16510 196
internal_value=0 0.00632718 -0.0202532 0.00904984 -0.027922 0.0135217 -0.00176982 0.0345128 -0.0381135 -0.00622401 -0.0282091 0.0758433 -0.0328246 0.0606623
internal_weight=0 28791 6400.77 26687.2 5614.57 20643.2 1574.43 786.2 4040.14 6043.92 2103.88 360.505 2000.01 103.871
internal_count=223821 165551 58270 148333 53655 108816 14127 4615 39528 39517 17218 1648 16550 668
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=15
num_cat=0
split_feature=67 158 180 195 114 154 163 138 106 195 4 44 63 49
split_gain=1411.37 516.937 425.047 419.658 323.706 267.175 254.029 242.776 74.3898 69.6442 55.0126 35.1933 22.6246 20.1432
threshold=-0.01495401373023157 -0.011276155349339177 37.41834002677377 0.31205088270162501 6.1669105781931721 -0.22381323156751481 -0.023500491743761769 0.16621269049974657 0.14100658330107832 0.29228875109341473 -0.022467020647088654 0.13805281930548727 0.013118964092322579 -0.14070011626593915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 7 -5 -4 -2 -3 11 12 -11 -1 -10 -13
right_child=1 3 5 4 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.07744006627100064 -0.023616219869257223 0.0018659871711740926 -0.0097186879714347973 -0.038458513635002224 0.026569327534410433 -0.057739126936998966 0.032593492589935699 -0.04323188074473687 -0.016582856985302891 -0.070232278174816559 0.026104875832227165 0.40253874258144723 -0.097677723348030973 0.0074495380788730447
leaf_weight=2525.366948318202 1397.6089705228806 4708.0610061585903 1969.1989967869595 820.67796483356506 11387.949677103199 2814.7556786746718 1892.9994688257575 1599.1509608076885 44.29532132204622 84.157277483027428 200.48574221041054 2.3138773404061794 154.04385008569807 2.9175588376820079
leaf_count=91817 7218 21286 6113 7590 46765 21616 7363 7513 598 2554 1312 12 2032 32
internal_value=0 0.00216968 -0.0189442 0.0113772 0.0221981 -0.0379727 0.00871973 -0.00956827 -0.0700394 -0.034076 -0.00237807 -0.0769033 -0.0795667 0.182198
internal_weight=0 26590.4 8074.56 18515.8 12208.6 4783.95 3290.61 6307.21 3013.58 482.982 284.643 2530.6 198.339 5.23144
internal_count=223821 125464 42310 83154 54355 27729 14581 28799 98357 6496 3866 91861 2630 44
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=15
num_cat=0
split_feature=157 3 74 117 128 7 145 33 74 1 195 47 6 128
split_gain=617.051 414.4 356.797 366.53 252.439 122.788 109.645 68.6485 59.6867 71.2201 50.3284 19.2107 17.4207 28.3183
threshold=0.11161280896467234 7.9581154972194383 -0.30782940931270492 3.8623393839518969 -0.30449026932764128 0.026012852555046786 -0.37992438074620427 100.27414260114854 -0.098673213423892667 0.13628497151291677 0.23993826384844993 -0.1688085089792713 8.0621760326868905 -0.0068426086388239035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 9 10 -2 -11 -10 -14
right_child=8 2 3 -5 5 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.27582919375594422 0.12806320617693565 0.11011336216713095 -0.0084622439774232703 0.02609323380828886 -0.023675851668559889 0.046084367890305358 -0.052596407202727506 -0.036931502167146989 -0.07123049525668175 0.60283727836128742 -0.0056996130454963594 -0.060590170993077543 -0.037950477927706922 0.58911901957282919
leaf_weight=27.19943680614233 33.972648533061147 335.47382770571858 18553.046073299833 3678.0821784744039 273.81257690116763 3213.4370708032511 115.15934202773497 35.067905664909631 1185.8594341883436 0.43709322437643905 163.50490783341229 307.04772911081091 2.3210386494174604 1.0441493382677425
leaf_count=24 476 1613 96470 19626 612 15786 285 115 69147 20 2675 16887 53 32
internal_value=0 0.00391383 -0.00112303 -0.00274513 0.0352785 0.0406069 -0.0952478 0.0961971 -0.0583549 -0.0295504 0.017312 -0.0596471 -0.0705857 0.156616
internal_weight=0 26231.3 22601.7 22231.1 3629.61 3487.25 142.359 370.542 1694.19 504.962 197.478 307.485 1189.22 3.36519
internal_count=223821 134531 117824 116096 16707 16398 309 1728 89290 20058 3151 16907 69232 85
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=15
num_cat=0
split_feature=97 19 180 113 76 8 186 152 78 193 78 97 35 169
split_gain=916.201 447.622 420.524 500.876 355.262 307.798 300.848 278.883 83.5669 65.0376 66.8471 60.4434 29.2373 26.1845
threshold=-0.008107795206766551 -0.22142081047275755 36.802543507362792 0.20689524336960324 -0.036994111283769872 0.4685102144086904 9.5000000000000018 0.08317653471722844 0.13189375554371072 0.87011353907531064 0.017216273892758181 -0.021104320511355714 -0.091304228234068988 1.1435138300396601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 5 -2 -3 -6 9 13 -11 -10 -13 -1
right_child=1 2 3 -5 7 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.073129400839333336 -0.070370389322301427 0.055420177629823514 -0.017765108653604159 0.016081458690114805 0.049822060212845576 0.027197042358035384 -0.031183076144410279 -0.0048101553744435907 -0.084815118122319955 0.2191693339828974 -0.035955301345810112 0.19365915030830805 0.037252732739787311 0.047308078306142205
leaf_weight=1994.3391329254955 644.71332090627402 428.94189801439643 6882.6941908029839 11986.733423070982 4011.0566692547873 648.6472907285206 6185.3385511371307 1218.1526386123151 26.079855421558022 15.246896365657447 31.464141206815839 20.776732087135315 28.137572695501149 18.216726010665298
leaf_count=85030 6957 893 45873 26758 9508 2765 41755 3378 234 51 246 25 166 182
internal_value=0 0.00211329 -0.00386967 0.0037358 0.0254888 -0.0214383 -0.0255668 0.0370954 -0.0655556 -0.0693318 0.0473196 0.0381342 0.103688 -0.0720393
internal_weight=0 32006.3 25483.7 18869.4 6522.57 1293.36 6614.28 5229.21 2134.26 2059.27 46.711 74.9942 48.9143 2012.56
internal_count=223821 137887 115279 72631 22608 9722 42648 12886 85934 85509 297 425 191 85212
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=15
num_cat=0
split_feature=170 2 129 83 44 81 178 92 44 112 116 92 35 75
split_gain=290.158 324.71 382.359 313.316 268.765 250.094 303.271 249.82 228.975 228.58 219.046 391.02 247.44 160.714
threshold=-0.063153426023197706 -0.15323986327626973 1.0178000372661071 -0.19502651550163588 -0.047754739064625705 0.25249602947029698 -0.20001307106501418 0.1999814833947173 -0.15065993751012988 -0.32494728023516117 0.01450077268172755 0.48083342551602076 -0.011640963515282904 0.034847085372924573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 -3 5 6 -1 13 -7 -4 12 -12 -2 -6
right_child=1 2 9 -5 7 8 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.041587149416102386 0.004029628030847868 0.091079389649329948 0.10544102298692491 -0.031515781155434103 0.059834039366451965 0.063169294251554223 0.008581524380187994 -0.030441005277307115 0.011100279859331239 0.0023471322146556388 0.036212363065122072 -0.0078795039618248519 -0.049024343064362728 -0.07520246787213912
leaf_weight=1552.868439160753 4075.6280102701858 214.57473211130127 224.02769425231963 7322.622472174 2383.8293022131547 1308.7714254595339 5377.8874048264697 398.8276106454432 2381.081794636324 5376.4480680492707 5065.76832621824 3335.7680425625294 1120.8555688057095 91.519018010236323
leaf_count=11669 10567 2189 750 95298 15757 1449 31899 1298 3969 24118 8428 11552 4683 195
internal_value=0 -0.00210807 -0.01332 -0.0280256 0.0158792 0.00853773 -0.002659 0.0430074 0.0295689 0.00647105 0.00872431 0.018706 -0.00741385 0.0548414
internal_weight=0 26735.7 13137.7 7537.2 13494.8 10620.6 6930.76 2874.18 3689.85 5600.48 13598 8401.54 5196.48 2475.35
internal_count=223821 157585 122355 97487 66236 48986 43568 17250 5418 24868 35230 19980 15250 15952
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=15
num_cat=0
split_feature=157 74 19 118 8 69 63 158 116 14 2 157 30 21
split_gain=366.489 262.991 203.363 192.45 145.161 99.791 99.3256 48.6359 42.3713 33.7149 52.3084 26.905 20.494 6.97827
threshold=-0.32592946301694592 -0.16669576012358908 0.21307819384281323 -0.089018559225469293 0.26693620814426205 0.020419313308523156 0.0090892625378989067 -0.26156311053996922 -0.19370762920210485 0.011846328392121691 -0.080339464314789874 -0.44008793154397435 14.359617536014929 0.077105399556453055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 11 -7 10 -9 13 -13 -1
right_child=1 2 4 -5 -6 8 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.011434444422760162 0.12668987533699208 -0.015604962904929784 0.02925098692003077 0.0065536513730992856 -0.0016132991958998887 -0.06977205931921146 -0.0082589182790574686 0.055310689587027485 -0.032035420097190813 -0.077950924400469954 0.5112749119047113 -0.027388679466268408 -0.053282459270161966 -0.074537796026556191
leaf_weight=18.43551292642951 58.026243301108479 5019.8225737670437 5444.1236623898149 17881.573461034335 2116.1623309431598 378.75354390405118 908.05736561585218 48.977781599853188 1387.622039090842 18.709743969142437 2.6522393170744172 592.73120376328006 631.1035918649286 354.58533991687
leaf_count=566 398 34911 40160 96984 8648 3676 5461 507 9586 59 34 9387 8640 4804
internal_value=0 0.00372535 0.00639122 0.00169664 0.0206119 -0.0259941 -0.000153438 -0.044323 -0.0401271 0.0370569 0.0787336 -0.0479077 -0.0407415 -0.0714191
internal_weight=0 33194.1 30461.7 22901.4 7560.29 2732.46 966.084 1667.2 1766.38 70.3398 51.63 1596.86 1223.83 373.021
internal_count=223821 199824 180703 131895 48808 19121 5859 23997 13262 600 541 23397 18027 5370
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=15
num_cat=0
split_feature=67 196 195 192 196 106 142 111 174 195 79 14 44 106
split_gain=1271.8 515.612 449.511 328.904 292.537 273.172 179.314 81.3357 70.4125 37.9938 41.5565 27.8495 16.2662 13.6215
threshold=-0.01495401373023157 0.028560142085737879 0.31448302233820796 17.022395175951747 -0.015222988430843427 -0.03023233172487054 2.4667753125852401 0.12734650124759803 0.33005588824426374 0.29228875109341473 -0.023874063024771432 -0.33402520706887662 0.30131221214491627 0.39624182460281371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 8 -7 9 -3 11 -11 -1 13 -9
right_child=1 5 3 -5 -6 6 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.24804600150272815 0.017347881535600712 -0.064832105852935487 0.040579317930027892 0.0058588566870362057 -0.025253371946571526 -0.00062990867410706063 -0.050230267463310378 -0.076970190388860923 -0.030017794276470406 0.032605879061973965 -0.04679527365331175 -0.074787356608265784 0.47522077859949818 -0.0049874013074491692
leaf_weight=2.7228655079379669 2639.9905342697166 1174.0856717298739 5750.9187921509147 5191.0789401247166 4139.0833843643777 5343.7738466709852 843.972147510387 2366.8615591716953 1149.9412708962336 138.30843843333423 125.9320283010602 143.44786129146814 0.53513633459806342 26.58380572590977
leaf_count=113 11469 12952 25872 28176 21065 17295 2224 91563 6411 1339 2529 2325 4 484
internal_value=0 0.00185487 0.0115712 0.0241073 -0.00866307 -0.0183741 -0.00739511 -0.0689961 -0.0476058 -0.0278648 -0.00523521 -0.0687736 -0.0760474 -0.0761707
internal_weight=0 26232.8 17721.1 10942 6779.07 8511.77 6187.75 2804.39 2324.03 410.411 264.24 146.171 2393.98 2393.45
internal_count=223821 125464 86582 54048 32534 38882 19519 98357 19363 6306 3868 2438 92051 92047
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=115 4 67 38 158 4 87 55 115 62 162 170 72 12
split_gain=571.144 349.013 325.252 258.827 247.337 198.441 180.155 177.943 244.671 135.82 115.029 103.104 15.3242 11.4438
threshold=0.033771524840167898 0.028952130678991137 -0.088140057630562499 -0.013267422672591071 0.038728321365436087 -0.029667683283637551 0.6741265345474684 0.21030161606471973 0.24411346347890658 0.35700184742528968 0.84085790870576016 0.57031732535381019 0.04832936041852761 3.4977303178590797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 9 11 -9 -3 -8 -2 -6 -14
right_child=4 6 3 -5 12 -7 10 8 -10 -11 -12 -13 13 -15
leaf_value=0.030121638862588802 -0.042182614247435864 0.048257319849721633 -0.013977636958835396 0.013346477885161729 0.13153156275131295 -0.043426642005839899 0.29867234698504458 0.033931043770500394 -0.025547766585322852 0.15202346452223792 1.3237074451659614 0.02067715589570682 -0.055017772604616891 -0.076314318040739487
leaf_weight=5491.0483125657775 2377.7814469439909 739.72661468526348 8415.1532891157549 5895.34655029024 3.8234689892269662 393.11066779773682 2.8594911531545213 1241.0533310044557 1562.143227227265 152.07200038619339 1.7739752437919376 293.09728681528941 384.08172313123941 735.50549592403695
leaf_count=27752 20650 4596 51122 39942 34 1403 34 4526 13850 681 31 2352 9985 46863
internal_value=0 0.00812685 0.00541658 -0.00272121 -0.0255852 0.025208 0.0691832 -0.0168137 0.000785162 0.0659518 0.691119 -0.0352845 -0.0683259 -0.0690084
internal_weight=0 21091.1 20194.7 14310.5 6597.49 5884.16 896.432 5474.08 2803.2 891.799 4.63347 2670.88 1123.41 1119.59
internal_count=223821 125561 120219 91064 98260 29155 5342 41378 18376 5277 65 23002 56882 56848
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=15
num_cat=0
split_feature=97 19 152 173 113 195 21 33 124 109 106 196 157 99
split_gain=821.906 390.153 362.384 356.579 446.45 255.157 213.146 212.804 77.5303 100.441 74.3418 53.1745 63.5527 33.9359
threshold=-0.008107795206766551 -0.1715111456966287 0.002549122063773758 -0.15863959860648352 0.20689524336960324 0.21459582336830788 0.1743858078074311 17.99833891587226 0.24644545883556337 0.10829727469293778 0.55706804052251113 0.87011353907531019 0.23502577763764745 0.398179865659609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -5 -3 -2 -4 11 -10 -11 13 -13 -1
right_child=1 3 7 4 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.073763991852983657 0.014789255334216392 0.36270525205991677 0.043752408710406594 -0.019575046478439651 0.010387773877352126 -0.049263360903443763 0.053149667757542651 -0.022800227321696415 0.15588701445078379 -0.053520775264262424 0.4927670398011037 -0.059982451339342227 0.18081598778673641 0.082624482502711816
leaf_weight=1783.8845601272769 2827.1285006892867 15.153251083567737 607.83609154168516 8061.058470916003 12980.669678213075 1912.691153857857 2970.306187370792 2292.5220297547057 34.290523028001189 105.28474322147667 2.5514608845114699 27.268415742553771 18.326771125197411 13.984300158917902
leaf_count=80814 13374 103 1362 66505 32155 7046 6413 10929 295 4540 5 216 45 19
internal_value=0 0.001968 0.0200058 -0.00486229 -0.00109094 -0.0460252 0.0344431 -0.00885261 -0.0643562 0.00680943 -0.0405953 -0.0698429 0.0368053 -0.0725476
internal_weight=0 31667.4 8697.79 22969.6 21041.7 1927.84 5797.43 2900.36 1985.59 142.127 107.836 1843.46 45.5952 1797.87
internal_count=223821 137887 32078 105809 98660 7149 19787 12291 85934 4840 4545 81094 261 80833
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=15
num_cat=0
split_feature=79 151 180 165 44 128 82 162 161 10 188 76 78 174
split_gain=274.032 233.431 226.561 272.651 252.724 195.529 193.391 210.269 146.618 162.531 129.018 85.7125 123.684 80.4141
threshold=-0.04377531010420025 -0.41000321951572888 39.462516733601078 0.20310613360104071 -0.1425335022158995 0.038097663306523283 -0.066120949058617942 0.071527371605072068 -0.081523149546550058 -0.14687034482015407 2.0323703315620096 -0.28990006984459732 0.0027697689464553543 -0.026977206663848629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 11 13 -8 9 -7 -10 12 -1 -2
right_child=1 2 4 -5 -6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.7347621215097826 0.090799791262855645 0.019220158644278632 0.042689268864812023 -0.0038163672749844898 -0.0088393814618722526 -0.024163534752382559 -0.068334814934020577 0.055490460825294401 -0.068468701099716422 0.095452835595118718 0.20377291638427289 -0.065983073805009285 0.013363273018732517 0.26058717801540826
leaf_weight=2.4364889315329483 56.341769278049469 13812.088489699177 1021.7546893237159 8180.8179490710609 13903.298906537239 204.91373146139085 162.11906385421753 889.95716225681826 257.34567139903083 254.89326364314184 18.670697901397943 1098.0238520314451 96.751803643535823 55.247665470466018
leaf_count=23 143 44932 2418 60306 63072 1382 645 1895 8205 1437 21 37251 2046 45
internal_value=0 0.00558772 0.00419771 0.0106511 -0.00531178 -0.0330074 0.0496864 0.0364097 0.00756065 0.0421456 -0.0500533 -0.0579411 0.0310839 0.174861
internal_weight=0 38081.6 36918 21992.9 14925.1 1933.04 1163.67 1052.08 735.823 459.807 276.016 1197.21 99.1883 111.589
internal_count=223821 173456 170728 105238 65490 50365 2728 2540 11045 2819 8226 39320 2069 188
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=15
num_cat=0
split_feature=156 151 13 180 150 110 16 25 84 156 137 72 142 13
split_gain=310.777 348.165 285.695 206.922 159.817 159.755 154.881 154.338 141.185 121.347 115.674 115.217 111.813 81.9761
threshold=2.6259832656886877 -0.055266120834482999 0.11014775768355145 35.149263721552884 0.48238787101687208 -0.24270379309341406 -0.10960153401941274 0.036836785613375229 0.27295141896696473 0.91657876470832156 -0.043045353695571949 1.0248136159082504 -0.025887883728439327 0.36124449085575205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 10 9 12 -8 -3 -6 -7 -2 -9
right_child=4 6 -4 -5 5 11 8 13 -10 -11 -12 -13 -14 -15
leaf_value=0.0025132381952176468 -0.022551988536816295 -0.036311627287734828 0.012758526467770155 -0.044562546575155848 -0.035477345493038152 0.010400524709089951 0.0149323032375534 0.033037836251562959 0.083751577901608559 0.0019791368355258914 0.0018239841317440521 0.1275163795721059 0.086802838983482122 -0.0023931606013864308
leaf_weight=1170.1202312838286 110.05236703716218 1048.4344951105304 1593.8524182159454 4621.3716739686206 1389.9195061167702 11920.76870973967 3013.1629428160377 1601.1880825329572 330.83641130197793 3929.9263336933218 2068.7430876418948 84.597450688481331 621.69680904783309 1102.7415465814993
leaf_count=13067 832 10037 7442 45127 7703 66009 14743 8768 1574 22525 15182 368 3658 6786
internal_value=0 -0.00892906 -0.0247333 -0.0350513 0.0101047 0.00577033 0.00509579 0.0296139 0.0217409 -0.00608483 -0.0131662 0.0112258 0.0703563 0.018588
internal_weight=0 15707.7 7385.34 5791.49 18899.7 15464 8322.36 3435.68 3344 4978.36 3458.66 12005.4 731.749 2703.93
internal_count=223821 114515 65636 58194 109306 89262 48879 20044 16317 32562 22885 66377 4490 15554
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=15
num_cat=0
split_feature=67 193 44 154 114 129 176 12 124 168 75 139 176 35
split_gain=1141.72 429.295 408.04 325.283 252.619 179.676 175.335 101.908 70.2484 51.2479 36.8504 36.3817 24.1893 62.5134
threshold=-0.01495401373023157 0.028560142085737972 0.35541486349118334 -0.21338438551025504 19.697475130814407 1.017258733343201 0.87275770553565624 1.8363558195679062 -0.063853664792683437 13.913104436728702 0.00047070337290184828 -0.28906683955714207 0.24775368188860805 -0.13495093793787538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 6 -2 -4 -3 -5 9 11 -11 -1 -10 -14
right_child=1 3 5 7 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.054374182937112041 -0.0027874810632476064 0.019971098852624637 0.047409013538236573 -0.061048708179673596 0.039836376900160737 -0.012577706954125993 -0.029179922874393228 -0.026219367615410202 -0.077293556806785124 -0.026597033259553537 0.091558141765719983 -0.05872675856619556 0.62831772861941659 -0.026719290926263253
leaf_weight=30.474783655256033 12006.251833770424 2526.5473479842767 3390.2646359875798 1084.340332057327 1572.5911909518763 585.56372067518532 1018.2931457376108 3729.1767854709178 2036.1405725921504 59.624828971922398 47.363830401562154 426.24617930781096 1.6900787744671095 10.561712633352725
leaf_count=324 55938 6946 22036 12047 6047 2561 2368 17521 85759 242 292 11527 32 181
internal_value=0 0.00151712 0.0103986 -0.0171361 0.00214887 0.0385741 0.00585194 -0.0340654 -0.0678477 -0.0365868 0.0257102 -0.0511801 -0.0764506 0.0636401
internal_weight=0 25913 17554.7 8358.36 13578.8 3975.83 3544.84 4813.52 2612.1 563.71 106.989 456.721 2048.39 12.2518
internal_count=223821 125464 86582 38882 61985 24597 9314 29568 98357 12385 534 11851 85972 213
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=15
num_cat=0
split_feature=139 114 157 85 82 130 107 14 163 159 139 169 157 159
split_gain=557.452 358.255 321.855 316.251 315.16 213.839 129.357 93.3678 53.2728 48.2962 14.9237 14.0898 26.4397 14.0753
threshold=-0.12955073562592875 4.1562709340172272 -0.1335124814632542 -0.034432442420155328 0.467410681581022 -0.2529586062071898 -0.39126127140856598 -0.27407810573071084 -0.23043213257837467 0.10721538349651731 -0.17890701196294259 -0.15716759897306981 -0.10100690722637086 0.13028707483406329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 -1 -11 12 -10 -13
right_child=1 2 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.10189427468266957 0.12365174798534127 0.013338408246900427 0.031928057368821726 -0.028252389611388762 -0.025060931872158684 -0.066817809214194071 0.036653326857927736 -0.096224517038137683 0.21534390854492547 -0.070907203453704257 0.013131425993500237 -0.046178465279763783 -0.083994863305407896 -0.075110539852108887
leaf_weight=33.693748155608773 21.669114239513874 11917.849220038857 1020.5283941864036 6049.2159835221246 2604.4832209791057 124.42684431094676 4172.5004732455127 177.58529839012772 4.9693861603736877 54.985884709749371 34.320158924907446 202.00681493175216 7.2639306546188873 1003.2840292553883
leaf_count=134 103 41203 12413 56655 18830 201 22536 374 20 258 162 5989 588 64355
internal_value=0 0.00328065 -0.00206682 -0.0195653 0.00645174 0.0289609 0.0336571 -0.0723128 -0.0628415 -0.000122136 -0.0386113 -0.0691777 0.0376018 -0.0702615
internal_weight=0 26088.3 21592.1 7069.74 14522.3 4496.18 4296.93 199.254 1340.52 123 89.306 1217.52 12.2333 1205.29
internal_count=223821 152315 129101 69068 60033 23214 22737 477 71506 554 420 70952 608 70344
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=15
num_cat=0
split_feature=23 181 188 190 152 99 152 99 193 20 49 58 128 166
split_gain=767.316 352.121 357 348.364 327.056 290.112 242.452 223.456 110.14 71.8145 63.71 46.3703 37.244 21.2641
threshold=-0.020429622007975119 -0.0049451104536888191 0.60762586026322651 2.9733229272761257 0.0052027581625481599 0.74757913968241008 -0.33831987013174636 0.42623329238223645 0.031512149777345948 -0.40440308317766654 -0.095244439251205265 0.0640604430231584 0.69434098842994929 -0.34872518150893317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 12 -10 -7 -9 -1 -13
right_child=1 2 3 -5 -6 10 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.075597531683156083 0.072918544996635012 0.025659869043939756 -0.018058161414674936 0.045280837685683556 -0.0017371307071581796 -0.048870409013327371 -0.040576201185734372 0.10643149513095958 0.087657496539250659 -0.03737081533082303 0.06595338236186192 -0.15928594261961004 0.020208430311230204 0.028029493085456852
leaf_weight=1671.3445962616242 199.31607751408592 10933.398120809346 7194.0371663700789 987.54033059626818 7244.3889849963598 55.220556892454624 3382.2130329255015 103.58072850480676 48.335476496256888 927.1569624748081 386.79424167051911 9.8284025788307208 41.58575703529641 15.807805046439169
leaf_count=76876 1327 38420 12895 1603 33532 106 46617 123 178 10088 1121 5 895 35
internal_value=0 0.00272781 0.0069338 -0.010413 0.0147413 -0.0248268 -0.0342601 -0.0518232 -0.0579971 -0.0311757 0.0516085 0.0766294 -0.0732716 -0.0437834
internal_weight=0 30382.9 26359.4 8181.58 18177.8 4023.54 3581.53 2817.64 2688.42 975.492 442.015 129.217 1712.93 25.6362
internal_count=223821 135621 86450 14498 71952 49171 47944 88200 88037 10266 1227 163 77771 40
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=15
num_cat=0
split_feature=110 161 44 118 49 103 102 103 109 180 95 191 184 174
split_gain=251.148 342.116 303.06 274.134 274.157 289.071 245.841 229.311 207.428 178.35 143.099 115.896 151.964 115.3
threshold=0.030099546218958089 -0.147718338766582 -0.044708000527193599 0.50633893607862623 -0.16489745057191305 0.022971851424944824 0.14750281078704713 0.0087193253417309057 0.45551434339287294 35.846720214190107 0.00045660849408237262 2.7385566629752791 2.2198344905905478 -0.26396345842748875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 10 -6 -1 -4 9 -3 -2 13 -13 -5
right_child=3 8 7 11 5 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.021686662953364046 -0.04598000868916638 -0.059865162798080053 0.068066042173091174 0.087649438268495097 0.031523301765277026 0.0041206608653425788 -0.037936532541137297 -0.019629694278765389 0.53846137563242757 -0.017554501476460531 0.065774781789225342 0.15106361701455928 -0.0032634102006275367 -0.022887001984491406
leaf_weight=1277.8835536781698 126.32623956911266 1453.7425282744225 1124.5883557349443 96.722049484029412 4739.3020078917034 20507.137097404338 1507.201742419973 405.75330109987408 6.4082755632698527 3165.8326361440122 1232.0847281757742 92.282268850132823 206.76804880611598 3874.7724074465223
leaf_count=5925 1404 35204 4358 177 25657 58859 10808 1837 28 64406 2238 162 685 12073
internal_value=0 -0.0111879 0.00906434 0.00784425 0.0116194 0.00926473 -0.0105796 0.0448145 -0.0300806 -0.0308693 0.0553821 -0.0156745 0.0443595 -0.020195
internal_weight=0 8941.41 4315.43 30875.4 26604.9 25246.4 2785.09 1530.34 4625.98 4619.58 1358.41 4270.54 299.05 3971.49
internal_count=223821 122566 22928 101255 88158 84516 16733 6195 99638 99610 3642 13097 847 12250
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=15
num_cat=0
split_feature=167 108 115 88 76 180 78 134 54 151 155 134 158 102
split_gain=253.588 278.741 229.509 238.45 230.675 209.988 171.125 167.106 88.8233 83.0208 73.3648 101.688 45.5091 43.6341
threshold=-0.15835114127230565 1.5764143097101233 0.56671787986744937 6.7391251147440565 -0.32227677501239599 30.570950468540833 0.025674382313856856 -0.095104351558950181 13.349673137894696 -0.045692077656348008 -0.035391317789532077 0.89116193888684603 -0.08770498410025547 0.22983007430706107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 8 -5 -7 -1 12 -4 -12 -3 -11
right_child=2 9 10 6 -6 7 -8 -9 -10 13 11 -13 -14 -15
leaf_value=0.17193763583060426 -0.074518452461021359 -0.042626565210282498 -0.036885671060298934 0.045761071518645474 0.0082748339359643378 0.045625440041488274 0.26071598038064303 -0.014748131853741435 0.049057139564127307 0.011861152163723014 0.11333645659034737 -0.024181868760399221 -0.078089153513424381 -0.031216471762293103
leaf_weight=79.487605614587665 341.05159597843885 1045.3802577103488 1563.0601879153401 92.431574441492558 25323.197761491407 542.36870010569692 61.796289962716401 2963.3045011982322 226.29358212649822 311.43103390140459 81.425456937402487 158.32183037418872 553.46409823931754 959.83915870403871
leaf_count=989 1133 13001 21232 504 130879 5075 350 35443 3392 2024 543 1052 2286 5918
internal_value=0 -0.0161996 0.00551086 0.00791959 0.0071746 0.00152457 0.13189 -0.00540763 0.0809998 -0.0397369 -0.0289851 0.0225235 -0.0549025 -0.0206635
internal_weight=0 6681.57 27621.3 25818.5 25664.2 3811.45 154.228 3505.67 305.781 2870.11 1802.81 239.747 1598.84 1271.27
internal_count=223821 68128 155693 132866 132012 44899 854 40518 4381 23229 22827 1595 15287 7942
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=15
num_cat=0
split_feature=115 156 192 154 22 115 13 124 121 13 79 145 48 134
split_gain=1065.34 515.43 266.496 363.126 259.304 237.038 142.954 109.397 84.0321 57.5978 51.1951 35.1624 69.2289 21.0928
threshold=-0.026505293501427159 1.5451889564747152 16.710038296689248 -0.24442352032073875 0.046920896088968524 0.26428260910734852 0.064911683408640217 -0.18465168162997872 0.039838743739067851 -0.049579094608574972 -0.052809631245504467 0.59828107054666035 10.05857717429207 -0.2030554380682433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 9 -7 8 -1 -2 -10 13 -13 -9
right_child=1 2 3 -5 -6 6 -8 11 10 -11 -12 12 -14 -15
leaf_value=-0.068652124990184568 -0.069899085052827534 -0.012629716244081393 0.026837549321421256 -0.012318045309897488 0.028903722889757896 -0.022255644001844457 0.041171359161174939 -0.026024195640198401 -0.0099629052141834724 -0.031704501078552737 0.097756647182888068 -0.097723709903800957 0.18680162007363718 -0.076646564342984128
leaf_weight=143.18839357513934 1251.7527559343725 1882.053079590667 3225.030800958164 8917.6285076909699 7467.2716443729587 1658.0959283169359 452.2669051270932 85.575348112266511 109.08896773681045 576.73373953904957 74.082794971764088 19.563943182118237 15.192211451940237 2156.6746076592244
leaf_count=2386 16231 8519 14166 41269 31342 9989 1154 2298 540 2904 174 953 105 91791
internal_value=0 0.00175784 0.00785252 -0.00191851 0.0205429 -0.0314973 -0.00866275 -0.0654067 -0.0112604 -0.0578519 0.0336037 -0.0731674 0.0266447 -0.0747146
internal_weight=0 25430.8 21492 12142.7 9349.32 3938.85 2110.36 2603.37 326.36 1828.49 183.172 2277.01 34.7562 2242.25
internal_count=223821 125574 95296 55435 39861 30278 11143 98247 3100 19135 714 95147 1058 94089
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=15
num_cat=0
split_feature=13 110 108 13 108 114 67 156 67 66 168 150 190 114
split_gain=493.108 315.952 346.551 291.806 287.977 221.91 173.373 59.6884 36.2226 35.7335 30.8166 34.9855 18.3226 18.202
threshold=0.096707620583730378 0.25329849173471047 1.9851767311595288 -0.30433634008384491 1.8084625262662679 5.5839729721233828 -0.03214014784576355 2.1017343456104003 -0.097363574926195753 0.96750712927558868 92.462919182425267 0.32223006240387531 0.13114754098360668 4.0835013279970687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 8 -2 -10 13 -12 -4 -9
right_child=7 4 12 -5 6 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=0.043853474598685417 0.083830575068929561 -0.0013707918096184837 -0.11533834588366881 0.0075294464843936098 0.058682268486844491 -0.036696531964634391 -0.003163763820515439 -0.0037450933724634851 0.070782360816566858 -0.040387886012284595 0.19000241450857444 -0.0640897461591559 -0.011584211522159771 -0.071197959660922794
leaf_weight=2637.0573275834322 30.901531703304499 3253.0608391622081 222.57876271475106 13707.876027988503 799.09439734369516 3922.4174210820347 1047.3784704636782 41.531164966756478 32.067767667584121 293.9348959850613 9.9156283726915735 11.948727241950108 18.430037234909832 1088.9348511900753
leaf_count=13394 231 9542 149 74544 3187 22955 6272 2625 263 6531 186 541 148 83253
internal_value=0 0.00344238 0.0116346 0.0133899 -0.0116183 -0.0206813 0.0236012 -0.055378 -0.0196442 -0.0294524 -0.0664456 0.0511427 -0.107404 -0.0687199
internal_weight=0 25607.9 16585.9 16344.9 9021.95 7175.48 1846.47 1509.23 356.904 326.003 1152.33 21.8644 241.009 1130.47
internal_count=223821 130191 88235 87938 41956 32497 9459 93630 7025 6794 86605 727 297 85878
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=15
num_cat=0
split_feature=97 63 195 151 112 157 127 6 124 109 142 169 87 63
split_gain=669.447 322.743 393.246 382.501 317.456 313.419 168.083 131.045 74.7579 82.9636 48.965 27.0224 44.313 24.1748
threshold=-0.008107795206766551 0.45291870775686099 0.67475428066249521 -0.086048023877549409 0.21059902933484942 -0.12434574551012309 -0.21244510942943406 0.11917052549335939 0.24644545883556337 0.10829727469293778 0.023808793333162191 1.1435138300396601 0.010092715058746189 0.2639067668231791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 11 -10 -11 13 -13 -1
right_child=1 2 6 4 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.070983664958813697 0.00015501625052930805 -0.22803800090834858 0.06973321592702704 -0.032351404765977997 -0.0019779944418175529 0.034644299494416025 -0.019799762217255379 0.06076516203651923 0.14290589790663158 -0.065816544835198332 0.13493174792028922 0.24176800105085416 -0.044270050090544084 0.07241835326312418
leaf_weight=1572.8424676940776 8851.8755492297933 15.834249466657637 245.44700135290623 5491.3209886089899 9216.5726979956962 3751.5507927215658 1438.9040357358754 2025.4339347034693 34.630640619900078 84.570931790396571 14.188604733906685 7.2485697250813272 21.423562438227236 11.844312526285647
leaf_count=80881 29732 28 673 55772 20561 19480 3636 8005 295 4339 206 22 173 18
internal_value=0 0.00140319 0.0290129 -0.00236313 -0.0133182 0.0104211 -0.00675284 0.0585249 -0.0622225 0.00972523 -0.0369754 -0.068171 0.0280429 -0.0699118
internal_weight=0 31036.9 3725.62 27311.3 14707.9 12603.4 1684.35 2041.27 1746.75 133.39 98.7595 1613.36 28.6721 1584.69
internal_count=223821 137887 12342 125545 76333 49212 4309 8033 85934 4840 4545 81094 195 80899
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=15
num_cat=0
split_feature=77 158 92 24 11 1 112 1 91 163 99 93 131 181
split_gain=259.201 290.864 233.526 297.65 314.636 309.84 268.818 206.35 254.413 202.227 187.954 174.148 144.554 160.977
threshold=1.8251209213100958 -0.34626826233998831 0.45573000798154234 0.37676220289918966 -0.097103976153185903 -0.22836851171589156 0.23332403466056903 -0.29557358624201546 0.12842537254986733 -0.018665626042108342 0.42623329238223645 1.0383331237137319 -0.019070145931955971 0.19942154369570167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 -5 9 10 -9 -4 -2 -8 -3 -14
right_child=1 12 6 5 -6 -7 11 8 -10 -11 -12 -13 13 -15
leaf_value=0.0085249484066207814 0.08973870288161051 -0.097343530692204458 0.074042640230330928 0.069923571286493041 -0.013832912191764952 0.0082624479771793921 -0.045803159167584269 0.013031261850730594 0.27303848990095242 -0.0068362225455942394 -0.013918991607225496 -0.0011606448139910733 0.074109358929003652 -0.031036853156374139
leaf_weight=20003.133010528283 547.57024464197457 140.38306779786944 462.19127027131617 1351.1931549031287 9184.2780216452666 2053.2637996380217 2652.8776180977002 58.668349362909794 104.95967182144523 933.64456850104034 257.03475397638977 1303.0125810699537 261.4813425578177 328.56534769758582
leaf_count=74530 556 431 827 1850 115741 7781 9633 77 132 4960 926 4965 504 908
internal_value=0 0.0415023 0.0015745 0.0047535 0.0014897 0.0327351 -0.0177855 0.0774433 0.179814 0.0199445 0.0566248 -0.0310986 -0.00613995 0.0155591
internal_weight=0 1698.66 37943.6 32591.9 29187.4 3404.46 5351.73 968.233 163.628 1395.84 804.605 3955.89 730.43 590.047
internal_count=223821 3534 220287 199902 190271 9631 20385 1691 209 5787 1482 14598 1843 1412
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=15
num_cat=0
split_feature=156 167 168 76 180 127 186 77 152 190 91 192 192 19
split_gain=224.932 205.559 194.095 219.778 188.364 174.066 172.04 161.033 79.5251 63.8566 60.6759 70.1287 54.9954 54.8533
threshold=1.46316369512775 -0.049254807354968878 17.127815162363802 -0.32227677501239599 37.781124497991975 0.21373094181584987 15.250000000000002 -0.097389568456265688 -0.022798720116097845 -0.040540540540540751 0.0061949563511540301 18.610836570888363 15.781683978147813 0.54376614527355738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 6 -6 -3 -5 12 -10 13 -12 -1 -4
right_child=2 4 10 7 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.013952180397923557 -0.077074646368590724 -0.086579661159093685 0.018573262449901821 0.028094292432231927 -0.048878681898385762 0.018786523016814296 0.047294850275625008 0.0055341400248512052 0.031298017636110675 -0.024754489075766953 -0.035325808222389003 -0.0045929928169162861 -0.053661060305860743 0.19321405208653228
leaf_weight=444.20987406373024 300.53847409412265 105.79035085439682 155.95161035563797 3730.8528618849814 852.66872445959598 686.07035431265831 1036.3451506923884 20822.627526539844 257.34778956091031 966.72193357534707 1668.6083419821225 1337.7628269325942 1623.4969886415638 20.329512113705277
leaf_count=7119 1017 619 1173 20219 8064 4467 4844 122401 2515 8039 12747 7886 22603 108
internal_value=0 -0.0164293 0.00494432 0.00792174 0.00412778 -0.0187091 0.0348947 0.00896211 -0.0331713 -0.01297 -0.018307 -0.0216504 -0.0451303 0.0387136
internal_weight=0 5972.65 28036.7 24854 2680.87 1538.74 1142.14 24553.5 3291.78 1224.07 3182.65 3006.37 2067.71 176.281
internal_count=223821 58270 165551 143637 17994 12531 5463 142620 40276 10554 21914 20633 29722 1281
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=15
num_cat=0
split_feature=52 118 52 189 176 157 195 1 186 5 175 81 43 189
split_gain=952.129 364.253 302.018 268.667 260.342 218.632 230.123 152.982 89.3397 84.948 53.7975 22.4701 21.9867 20.4994
threshold=-0.0021623068034236225 0.02532303967877244 0.37806002256338106 34.500000000000007 0.22352692389171644 -0.29704771661923107 0.30248058228903113 -0.10669078198769433 24.250000000000004 0.32162574515487624 0.64102097781990885 0.11344272292644347 3.5702162178732597 30.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 10 -7 11 -9 -4 -3 -6 -1 -14
right_child=1 5 9 -5 7 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.076748659382259332 0.022820897263256142 -0.0092521059975889629 0.020202285773975648 -0.012237865435225903 0.016259867976562408 -0.030252073099277167 0.002159741419637097 0.05570567614811376 -0.047640965673807989 0.051205911380601071 -0.075412462756880086 -0.070336795252130921 0.023728687860665679 -0.05870678112937
leaf_weight=1893.6990831661969 4150.6417817072943 154.25666975649074 1492.4989591408521 4617.6335814134218 33.790367811918259 2989.4865256054327 8196.6508871228434 353.82033539190888 109.54492746014148 2166.7179343029857 604.69631788786501 264.62179817724973 32.107715026475489 498.74331306573004
leaf_count=85300 16504 1722 6541 21629 227 13521 35990 1459 860 15689 3674 3810 951 15944
internal_value=0 0.00244322 0.0144287 0.00435791 -0.0556844 -0.0100262 -0.00650229 -0.00468936 0.0312733 0.0385603 -0.0619654 -0.0605311 -0.0717067 -0.0537208
internal_weight=0 24372.6 12427.5 8768.28 3186.33 11945.1 11186.1 761.777 463.365 3659.22 758.953 298.412 2424.55 530.851
internal_count=223821 115270 60363 38133 108551 54907 49511 6356 2319 22230 5396 4037 102195 16895
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=15
num_cat=0
split_feature=139 67 106 28 128 34 1 85 164 110 1 52 53 106
split_gain=457.974 280.584 231.949 336.672 237.234 204.597 211.136 115.776 47.5484 28.7954 55.9654 12.6179 25.5575 12.4709
threshold=-0.12955073562592875 -0.088140057630562499 -0.013756635212944325 -0.041544556580321496 -0.28872107110854228 -0.17643610266195056 -0.22175268114052116 -0.027694922937865931 -0.18168672771095298 0.24764180966204963 0.018482980673001057 -0.011818155579660863 0.040504154834893842 1.4768356172544017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 10 -1 12 -10 -13
right_child=1 2 3 -5 -6 6 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.086719332174643157 0.11501276531293857 -0.075897459988666621 -0.035636807601638398 0.021910836532941444 -0.0077842327161933098 0.053358202975136472 0.012155365245104936 -0.038964752850938325 -0.025142013655521985 -0.075592458275758445 -0.04680960257715866 -0.072413775007445835 0.88493206735707819 0.049983475653046609
leaf_weight=56.669673128053546 52.706552767660469 533.66292900894769 1230.0006960947067 5859.6566480810288 12227.076826197095 2138.8080016132444 2971.6153439970221 664.23941639857367 48.827861335594207 51.983797080814838 70.359167497139424 952.38627573254053 0.31054050149395962 8.3978498431388271
leaf_count=252 210 3775 11217 40237 67953 11111 15754 2058 5042 172 814 64622 28 576
internal_value=0 0.00308822 -0.00257553 0.0119268 -0.0106328 0.0223813 0.0293995 -0.027645 -0.0603966 -0.0128969 0.0127599 -0.0688161 -0.0193906 -0.0713439
internal_weight=0 25677.8 19850.4 7089.66 12760.7 5827.37 5110.42 716.946 1188.94 179.013 127.029 1009.92 49.1384 960.784
internal_count=223821 152315 123182 51454 71728 29133 26865 2268 71506 1238 1066 70268 5070 65198
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=15
num_cat=0
split_feature=76 19 44 112 121 21 13 129 193 103 187 130 131 117
split_gain=603.131 502.013 381.198 318.571 266.061 177.691 174.177 147.514 136.214 134.904 122.92 90.4899 78.4927 62.8067
threshold=-0.018792882965337092 -0.1715111456966287 -0.15364446324197858 0.21059902933484942 0.81707832579685358 0.10227690053402556 -0.069906599032267439 1.0191763388538917 0.029951462513459048 1.6489024324974009 0.058075162354945573 0.092743198002960922 -0.83895114920693503 5.6774353754359552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 9 -4 8 6 -2 -7 12 -3 -10 -6 -1 -13
right_child=1 2 3 -5 11 7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.21516498119516272 -0.02904603261672889 -0.060761507820241645 -0.019725937483004233 0.008501028637274392 0.031379669378111971 0.046396501329804322 0.038599817776246603 0.0053903737718389265 0.037909005508602892 0.071292042025776492 -0.036344287041717167 -0.0011143940446846727 -0.065518559364935489 -0.084144076365979814
leaf_weight=10.014490325935183 927.49933698680252 1357.0337855452672 5683.6065475130454 13484.250686610118 714.25500990217552 3915.2426266386174 645.57145160948858 1130.6066295234486 253.37191630806774 82.037962675094604 1856.2171437400393 293.82489638589323 1942.2500778336544 132.04747465252876
leaf_count=260 7208 8752 67299 37415 3621 10216 2913 1660 2699 98 7447 549 73483 201
internal_value=0 0.00410035 -0.00359545 0.000131237 -0.0330608 0.02806 -0.0012849 0.0372084 -0.0450426 -0.0532335 -0.0274261 0.0096258 -0.0640787 -0.0268589
internal_weight=0 27225.8 20606.9 19167.9 5201.98 6618.92 1573.07 5045.85 4061.85 1439.07 2109.59 1140.13 1952.26 425.872
internal_count=223821 135561 113564 104714 88260 21997 10121 11876 83889 8850 10146 4371 73743 750
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=15
num_cat=0
split_feature=129 160 55 129 55 85 36 170 24 140 131 123 82 131
split_gain=227.544 494.528 309.186 239.67 232.684 207.667 197.897 187.554 232.637 138.327 132.272 104.747 35.7435 37.2978
threshold=1.0153163336371029 -0.26920423349083095 -0.028643360767041291 1.0245748931830738 -0.1898866027024165 -0.031223042497040769 1.0216144777472096 -0.065948934752025998 0.030239405239798112 -0.031992318971606697 -0.50044637218561927 453.50000000000006 1.4854287928062029 0.081858212641342978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 11 -4 -6 8 -3 -1 -9 -2 13 -5
right_child=3 7 5 12 6 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.43584621300285847 -0.093192744910166603 -0.071329258049308078 -0.081082765880345326 0.031769396032480635 -0.023293292204967956 0.073490987686579801 0.0075796356775369306 0.012417550043031441 0.0276528811117253 -0.062684381252342686 -0.067675677043202639 0.083018459431696501 0.067720708538793792 -0.096272929465786777
leaf_weight=5.6666435897350302 36.123638456687331 361.43338229274377 95.886580493301153 24.682442366611212 2220.5392378848046 928.94808678328991 31956.979006358655 233.24742002529092 692.17571822321042 312.58559195324779 1777.7951793640386 510.04955083783716 15.835288263857363 290.53438320755959
leaf_count=14 623 5442 613 160 11599 2210 156218 5295 2192 1580 33650 1664 23 2538
internal_value=0 -0.0183058 0.0322914 0.00580126 0.00660862 0.0590286 0.0055738 -0.04048 -0.00630226 -0.0538078 -0.0583862 0.0713639 -0.0788821 -0.0862468
internal_weight=0 4407.74 1343.09 35054.7 34723.7 1024.83 34177.5 3064.65 1053.61 318.252 2011.04 546.173 331.052 315.217
internal_count=223821 50996 4417 172825 170104 2823 167817 46579 7634 1594 38945 2287 2721 2698
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=15
num_cat=0
split_feature=157 73 48 33 20 69 63 189 158 86 157 53 158 59
split_gain=267.509 182.546 172.729 146.534 142.477 82.7839 69.6696 44.2147 41.9878 29.6188 28.1464 25.0342 19.25 18.8825
threshold=-0.32592946301694592 -0.19127534486133832 6.550920924834279 69.938511374169437 0.035860257875687619 0.019880414682928341 0.0090892625378989067 29.500000000000004 -0.26156311053996922 2.2116340615509533 -0.41514190564819103 3.3394416443333079 -0.31764520659609075 1.1047543918095479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 10 13 12 -12 -1 -10
right_child=1 2 4 -5 -6 7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.066123210711070066 0.11829519362687387 0.011485768445208568 -0.0063682255361027359 0.047671064045215879 0.0093768234901657338 0.0089104712607447258 -0.0064321563769333462 -0.046566179227983756 0.0057608310385524842 0.25805775811940229 -0.035149641125284056 0.21768033783352389 0.13091464412530127 0.29156969887267742
leaf_weight=461.75225392146967 47.982146915048361 5612.3022312661633 12646.219870001543 1397.8524937555194 10534.854148994666 163.00573289487511 671.82902521640062 1210.7048694002442 63.543979014270008 5.4825240299105635 966.9315030016005 3.9322286732494822 5.0121140913106492 2.398835437372326
leaf_count=7963 346 40760 80442 9309 54015 1302 4302 9348 537 34 15329 49 56 29
internal_value=0 0.00296665 0.00494674 0.0187013 0.000787258 -0.0255888 0.00188209 -0.0399833 -0.0401095 0.0347258 -0.0438275 -0.0341256 -0.0640074 0.0161578
internal_weight=0 32284.8 30191.2 7010.15 23181.1 2093.52 719.811 1373.71 1509.05 71.4253 1437.63 970.864 466.764 65.9428
internal_count=223821 199824 184526 50069 134457 15298 4648 10650 23997 600 23397 15378 8019 566
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=15
num_cat=0
split_feature=115 136 160 180 165 22 76 14 130 195 154 145 195 106
split_gain=889.213 467.572 354.28 310.596 212.25 159.024 139.964 105.267 86.7085 64.5012 44.1467 28.6271 43.3705 20.6054
threshold=-0.026505293501427159 -0.043293490112066658 -0.087881409100378075 37.554886211512731 0.15251046943802299 0.23879155366656049 -0.13134143808615364 0.51510457153185196 0.060002665450056926 0.20900306975136426 -0.11844635742043196 0.59828107054666035 0.65197159107878899 0.70299001285079665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 8 -6 -3 11 -2 -9 -11 13 -13 -1
right_child=1 2 3 -5 5 -7 -8 9 -10 10 -12 12 -14 -15
leaf_value=-0.073810770497037964 -0.00059670511624621079 0.013009365633763254 0.013005866969606112 -0.014416843198929934 0.034143345136815176 -0.10672483942236122 -0.055416015854758083 0.12032571100335894 -0.076254069043816625 0.063989766368469647 -0.04432868531487591 -0.078538693440276017 0.16965450452265085 0.0090643677990858273
leaf_weight=1980.2584889649879 413.3032810552977 357.52421970386058 7898.4903914453462 8657.210952593945 5356.3854867885821 81.354751047212631 1824.2705102781765 35.340871362946928 239.12331761466339 46.272423341870308 201.3733018245548 16.4085628380999 12.332288846373556 30.462347600609064
leaf_count=91725 2098 678 36722 47210 22772 471 13972 239 1651 106 5066 781 67 263
internal_value=0 0.00149817 -0.00632558 -0.00133386 0.0255693 0.0320358 -0.0442034 -0.0632083 -0.0283262 -0.00605413 -0.0240895 -0.0711388 0.0279575 -0.0725552
internal_weight=0 24827.7 18737.5 16555.7 6090.17 5437.74 2181.79 2322.45 652.427 282.987 247.646 2039.46 28.7409 2010.72
internal_count=223821 125574 98582 83932 26992 23243 14650 98247 3749 5411 5172 92836 848 91988
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=15
num_cat=0
split_feature=157 74 23 196 103 157 5 73 154 90 128 143 29 160
split_gain=440.203 300.8 278.1 394.993 255.919 249.014 234.768 221.318 208.748 181.993 176.294 152.682 134.861 90.8794
threshold=-0.18949558305306605 -0.13077880472029327 0.081617647801630708 0.14227241304535246 0.48057271822466063 0.023117465274510342 -0.050359182790411218 0.0096648037560337959 -0.44198834806796694 -0.024369548035158319 0.28256122774858666 -0.05775073925298415 -0.038203542920314394 -0.39843709169211267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 7 -5 11 12 -4 13 -8 -10 -3 -2 -1
right_child=1 5 3 4 -6 -7 9 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.16169405984842355 0.01047803147059443 -0.052363504339661762 0.0016809622800673806 0.051903529115492397 -0.0082280310208772134 -0.053940472148234289 0.02937548540555664 -0.04759703006840274 0.038919859376226829 -0.040641197048491284 0.0028754529285901402 -0.0086770029816498062 0.070281828289603707 0.093005276975506687
leaf_weight=81.198414266109467 696.25009002070874 896.97795384097844 1781.7189052868634 1642.1610382115468 1243.9101283624768 1853.6047670594417 620.66643871797714 1865.8371364776976 5001.2709240783006 923.761556556914 1862.1998343095183 7399.8733779957984 822.56257567484863 16.930014375597239
leaf_count=50 4519 3894 4862 5608 9135 91946 7482 9433 25105 8331 6128 43062 4212 54
internal_value=0 -0.0125147 0.0131628 -0.00165517 0.0259865 -0.0208032 0.0149502 -0.0235262 0.0270697 -0.0125033 0.0291403 -0.0134 0.0428667 -0.117751
internal_weight=0 13213.7 13495.2 6533.63 2886.07 10150.5 3063.24 3647.56 6961.6 1544.43 6863.47 8296.85 1518.81 98.1284
internal_count=223821 163446 60375 29038 14743 138902 24544 14295 31337 15813 31233 46956 8731 104
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=15
num_cat=0
split_feature=23 51 193 72 195 99 130 81 193 19 119 126 142 195
split_gain=577.716 310.843 326.2 376.376 338.617 182.017 116.119 112.456 89.9885 83.5417 65.9307 62.0967 36.5095 17.3231
threshold=-0.020429622007975119 5.4470138986005781 0.012235815083063697 1.0248136159082504 0.21459582336830788 0.42623329238223645 0.35402983118048709 0.22441915924474667 0.92774924130243441 -0.41936896339219221 1.9398036114661006 0.86817499198602566 0.016120036360703041 0.52572805668242595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 4 -4 -3 6 8 10 -1 -8 -2 -9 13 -7
right_child=1 2 3 -5 -6 12 9 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.071508468881011991 -0.066259899897645871 0.059284644658226304 0.0095722984847830955 -0.034380102492898489 -0.028585237520475759 0.10984476794330432 0.11880024649100313 -0.24040950393450367 0.065091704108411932 -0.027176877134806467 0.12808867811376359 0.068582906507491159 -0.06435635061943229 -0.0064523143636387725
leaf_weight=1689.7585485493764 105.22020355379209 478.37658042507246 20526.605749825016 2152.6220851745456 5269.0048131695949 89.651534985750914 42.029028212185949 6.5489193685352793 49.643223343417048 583.31580883637071 20.926805688068271 945.72332863509655 17.106224067509174 14.943014942109583
leaf_count=79960 810 4073 59034 3678 65325 114 146 34 220 7711 38 2629 27 22
internal_value=0 0.00200707 7.88208e-06 0.00540051 -0.0212715 -0.0481852 -0.0543231 0.0547047 -0.0676098 -0.0173658 -0.034019 0.0664579 0.0710796 0.0932299
internal_weight=0 29505 28426.6 22679.2 5747.38 2486.45 2364.75 1078.42 1739.4 625.345 126.147 952.272 121.701 104.595
internal_count=223821 135621 132110 62712 69398 88200 88037 3511 80180 7857 848 2663 163 136
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=15
num_cat=0
split_feature=152 129 160 142 126 117 169 21 64 63 24 21 126 130
split_gain=204.376 222.071 299.903 213.569 205.785 218.052 189.765 117.896 129.744 124.765 87.718 65.5732 96.1031 62.9388
threshold=-0.37986751354331821 1.0153163336371029 -0.27216274295219522 -0.064022187547349577 0.99313603977333653 0.038729483220820933 -0.08067341041690787 0.048299602876535543 0.76693787721418949 0.20297496675197288 6.4594978355471753 0.022683270779599862 0.96602056049412355 0.060002665450056926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -4 11 9 -9 -10 12 -1 -6
right_child=1 4 6 -5 13 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.093291827332498106 -0.067686923600837057 0.023756497045909569 0.0017037594298040374 0.041967399218008052 0.069573514550000978 0.0016023340118627054 -0.054267605966801628 0.053302127281961487 -0.052274699663786242 0.16457265229967172 0.1513992966734565 -0.06049044869633087 0.31840969228853311 -0.076188483736017776
leaf_weight=10.854116483591499 217.38942788168788 5277.297425791854 860.03115705912933 970.84510233439505 32.055393889080733 28093.131631380646 2048.6188359267544 914.06374851241708 160.48223835695535 113.25567166600376 24.354488518089056 150.28967840457335 11.870807033032177 390.400644345209
leaf_count=199 1314 23239 6168 2762 125 142777 39631 2517 341 224 87 1057 16 3364
internal_value=0 0.00156221 -0.020425 0.021906 0.00422784 0.00510586 -0.037718 0.0406697 0.0516917 0.065569 -0.0254382 -0.0365513 0.121768 -0.0651283
internal_weight=0 37889.8 4096.88 1188.23 33792.9 33370.4 2908.65 1385.17 1212.16 1027.32 184.837 173.015 22.7249 422.456
internal_count=223821 219380 49875 4076 169505 166016 45799 4441 3169 2741 428 1272 215 3489
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=15
num_cat=0
split_feature=119 180 186 151 139 95 43 139 21 76 13 76 151 13
split_gain=210.738 154.144 263.493 164.754 314.725 161.449 136.72 133.364 83.4174 78.2105 75.529 59.6552 49.0255 47.9318
threshold=-0.067679836385967432 31.291164658634539 15.250000000000002 -0.045692077656348008 -0.066256691243402763 0.02887211899433131 1.0259762234608856 -0.33203567858186955 0.019389792566004146 -0.14362773303297247 -0.23707409784492706 0.025968982516524356 0.38282329412464577 0.11471754956546266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 4 -3 -4 12 -5 9 -8 -10 -2 13 -1
right_child=1 3 5 7 -6 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.054376381633181682 -0.0056227433035552039 0.012874021279877771 0.025021628480987393 -0.033904288228851213 -0.025884573147090202 0.087962859680998332 0.21043151694106235 0.011852760072862982 -0.039325982734197774 0.027519665708929237 -0.0049542195750372341 -0.096365697248065124 0.01480737722750471 0.011096912748400294
leaf_weight=1110.3614658266306 127.93642819859087 3910.1590470103547 1312.5486515099183 668.06178137473762 4513.220802727621 591.05017688078806 31.628948682919145 13689.821668160148 710.98927878239192 89.595899384468794 6341.1383779086173 167.03547741193324 139.25653134193271 124.33415468223393
leaf_count=13622 623 21539 9630 3876 38759 2923 217 78551 7754 607 42929 606 1245 940
internal_value=0 0.00565037 0.0309368 0.00321004 -0.00789271 0.0445643 -0.0125408 0.00972372 -0.0070057 0.0752435 -0.00841955 -0.0570083 -0.0414394 -0.0477832
internal_weight=0 24979.8 2198.57 22781.3 8423.38 1903.6 8547.3 14357.9 7173.35 121.225 7052.13 294.972 1373.95 1234.7
internal_count=223821 156507 13782 142725 60298 12553 67314 82427 51507 824 50683 1229 15807 14562
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=15
num_cat=0
split_feature=115 157 195 192 138 57 7 139 124 76 192 197 166 57
split_gain=793.914 405.319 426.112 391.543 205.281 129.271 200.053 108.763 80.4923 65.8117 54.4668 33.903 21.0056 51.3446
threshold=-0.026505293501427159 -0.23331974765970495 0.31448302233820796 16.96062285595902 0.16621269049974657 39.636000260587331 0.35195650323382194 -0.13971642998530329 -0.17408267428134447 -0.041500284613907298 15.247097539988612 -0.067492572765188205 0.52406755927270587 9.3888529396554343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 10 -7 8 9 -1 -2 -10 -9 -14
right_child=1 2 3 -5 -6 6 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.022246813635627988 -0.010538660370674052 -0.0025733368166505903 0.034760177379961593 0.001654970147495184 -0.037419534271514343 0.08166056658398925 -0.05038068831789233 -0.074644016573292088 0.12711820799636547 0.088343557798251884 -0.0624301656491019 -0.067076504579503204 -0.099548580553907029 0.17495234468002507
leaf_weight=125.13204373093322 237.61612674826756 5133.9089874573983 5984.6034455457702 8864.3476790245622 2520.6236573178321 197.31835111835971 274.18315940489992 1697.1786413220689 9.3694078195840103 94.409742962103337 1359.9302443014458 222.05756586557254 16.716218759305779 11.503143869806079
leaf_count=983 2010 22852 26344 44171 13599 625 1097 88311 58 305 14876 7782 691 117
internal_value=0 0.00122328 0.00511762 0.0149974 -0.0140481 -0.0411326 0.00487717 -0.0617924 -0.0180658 0.0253105 -0.0547119 -0.0592145 -0.0732213 0.0123471
internal_weight=0 24572.5 22503.5 14849 7654.53 2069.05 471.502 2176.37 450.969 219.542 1597.55 231.427 1725.4 28.2194
internal_count=223821 125574 106966 70515 36451 18608 1722 98247 9128 1288 16886 7840 89119 808
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=15
num_cat=0
split_feature=115 192 91 166 3 41 166 76 168 63 115 186 92 192
split_gain=364.241 364.123 284.878 229.23 193.555 159.662 161.973 104.255 96.6558 92.0376 87.2813 138.599 72.6142 58.9582
threshold=0.065481356056770509 33.526498046520253 0.0659887144841797 -0.41263593544585381 346.01254140873647 1.7531966671822004 0.0026287605954955261 -0.18290721319011233 10.861871902483296 0.046205714587023737 0.87842015078094848 69.750000000000014 0.24162318592275298 88.419221392065779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -2 -3 -4 11 -7 -6 -8
right_child=5 4 9 -5 12 10 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.05602552879301799 -0.07835167504473424 0.030873876454139471 0.17428664878163494 0.0034602936502556025 0.19802177942489765 0.063078044492597005 -0.062121051812458139 -0.010734953485442135 0.089042424768966455 -0.046325028267466185 -0.0048024126763408503 0.39027889477141325 0.5154208625781026 0.0041146323701240529
leaf_weight=870.07700120657682 247.16215532994829 830.07609191793017 19.200470051728189 17837.105441664346 25.835376037051901 165.6831721495837 1371.0737804821692 2945.6205267480109 435.55158324772492 1253.1336846221238 225.186205327278 14.0431996085681 9.9970377311110479 148.99158434430137
leaf_count=5688 1830 3149 224 114991 142 997 61125 19339 1905 9085 3002 170 81 2093
internal_value=0 0.00612951 0.00279101 0.00590512 0.0573808 -0.0235837 -0.028761 -0.0159694 0.0508919 -0.0429958 0.0366753 0.0886444 0.286574 -0.0556289
internal_weight=0 21281 19979.5 18707.2 1301.46 5117.76 4712.85 3192.78 1265.63 1272.33 404.913 179.726 35.8324 1520.07
internal_count=223821 135265 129988 120679 5277 88556 84387 21169 5054 9309 4169 1167 223 63218
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=15
num_cat=0
split_feature=97 51 181 173 195 123 193 181 89 105 75 72 195 99
split_gain=512.569 282.967 301.395 292.667 290.082 102.307 73.6235 55.3807 44.8786 47.7672 44.2608 52.4913 44.2398 23.8128
threshold=-0.008107795206766551 5.4470138986005781 -0.0049451104536888191 -0.092706213494738232 0.21933072122462358 1159.5000000000002 0.098412064601639912 -0.081402621250850349 0.11782130913316162 24.486107376290231 0.011963737719227437 0.10561841241923468 0.25623788557389687 0.081062045982497402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 7 10 -2 9 -8 -1 -12 -7 -10
right_child=1 2 3 -5 -6 12 8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.0741788384055556 -0.33339860568952051 0.04782281188907727 -0.022797056886728673 0.0075527063137015155 -0.037999469842795189 0.10607398035178961 -0.030449100908605167 -0.024533697004849114 0.075536252494932773 0.16861383895541696 0.18810300280996073 -0.032955582688607946 0.052181307341801889 0.3621499331296254
leaf_weight=1151.602356830379 6.200043977238237 448.69703542580828 3718.1619078372605 21844.136844382621 3221.3870546463877 193.50599155575037 227.11249564914033 91.171073005534708 8.7838807622902078 12.730174703523515 12.917687095701693 63.767472200561315 715.62806682195514 4.3266341518610707
leaf_count=80129 45 3975 14727 70879 45342 423 3893 272 62 102 68 1663 2224 17
internal_value=0 0.00108571 -0.000709277 0.00313818 -0.027507 0.0532183 -0.059163 -0.0442005 -0.0100354 -0.0198834 -0.0692803 0.00428194 0.0636522 0.170122
internal_weight=0 30238.9 29232.4 25562.3 3670.08 1006.51 1481.24 97.3711 252.953 239.843 1228.29 76.6852 909.134 13.1105
internal_count=223821 137887 134923 85606 49317 2964 85934 317 4074 3995 81860 1731 2647 79
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=15
num_cat=0
split_feature=170 59 1 44 52 73 191 65 56 171 73 49 64 29
split_gain=184.813 267.579 262.055 233.628 233.97 226.824 234.862 216.942 190.874 189.874 167.106 158.119 152.237 130.163
threshold=-0.063153426023197706 -0.0083003452091470111 -0.1532016703305398 -0.035568372911809247 -0.02168123577289419 -0.2322817961072193 1.5600000000000003 -0.048010436191745463 -0.14120981755419795 0.42596340909759151 0.40914317178810472 -0.023873980636436899 0.62757899894481328 -0.065394629046381478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 10 9 -7 -1 -4 -3 -5 -9 -2 -6
right_child=1 5 8 4 13 6 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.049680729858585924 0.0064656491658878976 0.091735726153710687 0.074525875573321951 0.085716555814772957 0.073373164022338774 -0.001701498003312842 0.03749445905628479 0.001287208003943098 -0.046579866281542641 -0.021620777547567631 -0.028345636979717551 0.027517103127276257 -0.038373737200254165 -0.015128565545009746
leaf_weight=647.82836279505864 3597.7218030365184 515.06561092892662 136.35510887671262 1054.1970029547811 215.70776950591244 16000.332175188232 1690.2140171774663 6945.7130780501757 2855.9754160421435 207.21144269616343 146.26279336307198 3434.6879141330719 959.01987998466939 723.80426472565159
leaf_count=8368 9679 1112 1702 4746 2284 102190 4003 32523 31861 2668 405 12098 4370 5812
internal_value=0 -0.00221438 -0.0180696 0.0123298 0.0425675 0.00428609 0.00204341 0.00646238 -0.0410613 0.0592153 0.0718193 0.00996621 -0.00297133 0.00519104
internal_weight=0 25961.9 7549.07 13168.2 2139.97 18412.8 17690.5 11028.2 2992.33 722.277 1200.46 10380.4 4556.74 939.512
internal_count=223821 157585 47612 66236 13247 109973 106193 52989 33563 3780 5151 44621 14049 8096
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=13
num_cat=0
split_feature=166 119 115 180 128 28 82 158 154 79 115 91
split_gain=181.414 150.814 149.715 128.41 93.7697 93.9363 93.8128 49.1473 42.8811 31.1339 27.8336 27.3168
threshold=-0.3290680334343174 -0.067679836385967432 0.62013649268447868 34.024765729585013 -0.038782397012116096 -0.034370151843886414 -0.14403326408432091 0.14871460302986414 -0.1694798738385761 -0.042952702346355044 0.91238494501305534 0.023389457462907649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 6 -6 -2 10 -4 -9 11 -1
right_child=1 2 8 -5 5 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.03326944712291275 -0.043717422253975874 0.022790801557649083 -0.04132649804710016 0.0042495770044844346 0.0019565045367044495 -0.030327153920087072 0.0067864301474618791 -0.037589533388342845 0.00045933261968226862 0.29303987470699538 0.34327854861143275 -0.069499216515438861
leaf_weight=614.35799564002082 410.59069640235975 4683.5093077961355 814.23507650755346 18448.864183753729 1324.0037109181285 2823.0456121733878 3529.2632447220385 4.7613435164093971 351.65368189522997 7.087678134441374 1.8447289550676931 314.7247829278931
leaf_count=20274 2207 24466 10630 104431 8964 19131 27066 26 2969 35 34 3588
internal_value=0 0.00230443 0.0062413 0.00800354 -0.00952446 -0.0200201 0.00152319 -0.0421958 -0.0287231 0.160182 -0.0447717 -0.0455422
internal_weight=0 32385.2 24298.3 23132.4 8086.9 4147.05 3939.85 942.777 1165.89 11.849 930.928 929.083
internal_count=223821 199864 142496 128897 57368 28095 29273 23957 13599 61 23896 23862
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=15
num_cat=0
split_feature=68 151 115 136 169 2 25 86 106 195 70 45 33 147
split_gain=719.012 385.791 244.505 241.926 229.239 146.668 126.671 117.291 108.831 85.9287 44.6855 16.9756 13.3941 12.9948
threshold=-0.015976347636839545 -0.19512568956712312 0.27807154416974883 -0.046662530884711957 1.4715295436473312 0.049922805283567552 0.026574164491353452 0.1045940132915842 0.11990520388023056 0.28094714205453847 -0.029920155028563798 0.22566629654217626 270.19927043162369 1.1250418109054905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 13 -11 12 -1 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.075039716078312835 -0.066665733067860652 0.018568700787841848 0.026431731800908482 -0.011401396437829876 -0.038514998205449236 -0.085836646354390769 -0.0032760087336413703 -0.016366811849872414 -0.083219355949415486 0.031500897047891115 -0.036286527036503223 0.13646317241594502 -0.0085357943378180558 0.09638801192444002
leaf_weight=1511.1622360167094 1129.7051796885207 4030.2914912509732 7017.4237798904069 8120.0088724854868 589.09165625832975 201.30291974078864 2418.6683433949947 786.27163819456473 179.43887489661574 234.81178568396717 165.98760770773515 3.8527244422584763 30.903746313415468 4.1208170815370968
leaf_count=88227 5510 17185 37330 48593 1998 978 10141 4637 2824 2325 3163 12 826 72
internal_value=0 0.00130358 0.00734185 -0.00146022 0.0214019 -0.0249968 -0.00961947 -0.0460242 -0.0592867 -0.0225237 0.00342732 -0.0731832 -0.0737069 -0.0791873
internal_weight=0 24292.8 19756.8 12150.3 7606.52 4535.95 2619.97 1915.98 2130.28 584.359 400.799 1545.92 1542.07 183.56
internal_count=223821 126372 105106 65778 39328 21266 11119 10147 97449 8384 5488 89065 89053 2896
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=157 74 82 186 150 114 72 160 129 157 125 64 152 175
split_gain=378.804 357.444 278.832 341.224 264.459 182.404 147.227 143.651 138.66 116.296 116.051 91.6802 76.9951 64.3305
threshold=-0.10757786164878333 -0.13077880472029327 0.48389920153734417 34.750000000000007 0.7577831530765663 6.7697129888491991 0.66667888904224559 -0.30401546707493216 1.0206442042379866 0.081825274217820695 0.12500553146296148 0.043482498553518899 -0.31617465020833402 0.17662614738387947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 12 -5 -7 11 10 -3 -4 -2 -10
right_child=1 9 8 6 -6 7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.017375294817994835 -0.056795768272629457 -0.011820728999675692 0.099267167949782131 0.063900385992097186 -0.014108324035348566 0.1092443654619366 0.19253793968560279 -0.044383341934393944 0.20497993757727373 -0.059834208058408146 -0.045135378780138 -0.035022635189696255 0.04234365148626789 0.019827939777847373
leaf_weight=11717.953111441806 83.114271478261799 2817.7370351214195 52.042423956096172 482.45252614747733 3454.5878567919135 68.241419911384583 109.08959311246872 563.10076748603024 19.567176816985011 1149.8464425682323 1662.6097944425419 2196.86158988229 1363.0676159420982 458.01849494269118
leaf_count=47799 313 26281 434 1928 11779 305 690 10206 85 81497 11649 18557 10148 2150
internal_value=0 -0.018383 0.00800494 0.0131119 0.0102069 0.0170681 0.0876232 -0.0277778 -0.0215227 -0.0314644 -0.0241834 -0.031915 0.036646 0.0274138
internal_weight=0 7707.72 18490.6 15764.1 15172.5 2077.52 591.542 631.342 2726.49 5630.19 4480.35 2248.9 1446.18 477.586
internal_count=223821 140399 83422 62196 59578 20972 2618 10511 21226 119427 37930 18991 10461 2235
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=15
num_cat=0
split_feature=76 20 44 197 169 151 22 89 82 111 151 157 172 118
split_gain=468.839 382.366 288.872 284.703 281.08 265.557 219.602 162.622 150.16 116.943 141.381 115.28 106.567 99.493
threshold=-0.018792882965337092 -0.18238875059775508 -0.15065993751012988 0.57686357926819432 0.66947194303315016 -0.17473898496774296 0.16550925944587888 0.014629200450845063 2.1084660218099671 0.016034458613183391 -0.10219585597476796 -0.24855428388545345 31.206869471022127 0.35418502489917075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 8 -4 12 7 -7 -2 -3 10 -6 -11 13 -1
right_child=1 2 3 -5 9 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.05832483932742516 0.1249932395017382 -0.050539996381615118 0.0081929506715940747 -0.018849035631566171 0.34054098452690906 -0.017514680266680932 0.030171192617164805 0.043939896016725211 0.14701423475390876 0.059455406435713669 -0.03785133963439935 -0.012594519280253139 0.063787521944837583 -0.011474116076372484
leaf_weight=2605.524412947474 290.14101428817958 1449.6204932336695 13575.42822494451 5458.8019074602053 22.219074976164848 1610.8757193209603 2411.3721727854572 1685.7340309070423 39.524356797337532 265.8583556599915 17.77257634093985 1348.2350877560675 84.246611676178873 548.73424040293321
leaf_count=72310 2669 9750 94475 11041 186 7873 6224 3478 51 479 302 7747 316 6920
internal_value=0 0.0036104 -0.00288079 0.000437615 -0.03008 0.0258209 0.0110734 0.0558419 -0.0452966 0.00345819 0.172381 -0.00072713 -0.0472098 -0.0501744
internal_weight=0 26521.5 20523.4 19034.2 4892.59 5998.12 4022.25 1975.88 1489.14 1654.09 39.9917 1614.09 3238.51 3154.26
internal_count=223821 135561 115317 105516 88260 20244 14097 6147 9801 8714 488 8226 79546 79230
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=14
num_cat=0
split_feature=127 139 197 73 67 67 15 146 73 139 13 152 104
split_gain=204.546 190.526 172.517 163.981 265.095 198.825 144.654 129.228 167.992 123.639 105.61 86.371 72.7302
threshold=0.81649292718788613 -0.20021938269319792 0.19610059872617511 0.56019327570912736 -0.088140057630562499 -0.075493276135226647 0.62943093789836191 1.2148574897776097 0.94387646631015987 -0.23369582015653498 0.078417813415774362 0.015717710126504896 -0.36021847672750157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 -5 -4 8 9 -2 -10 -9 -1
right_child=7 3 6 5 -6 -7 -8 11 10 -11 -12 -13 -14
leaf_value=0.69324535210690641 0.37945791220046582 -0.01352191022351425 0.86581447267115841 0.02567921970167656 0.010549177061573156 -0.018345202912804958 0.030702984066024504 -0.0047499909204714776 -0.028240101467902363 0.060710691150297258 0.19774769944048215 0.3511702419943124 -0.057811122897691358
leaf_weight=1.2910779563244421 12.37509213760495 5672.3540317991283 2.0924096233211449 1235.522455629427 23653.922313570278 6045.0170727283694 237.73468837048858 9.8384773880243284 362.98761937022209 731.59768405556679 21.92854630947113 22.208935368806124 961.27342824591324
leaf_count=56 28 28090 11 1787 126792 18635 1549 23 556 1092 29 32 45141
internal_value=0 0.00127197 -0.0378965 0.0025585 0.00589329 -0.0108742 0.037989 0.0438866 0.0382652 0.0660127 -0.0153657 0.241904 -0.0568037
internal_weight=0 37809.2 1202.39 36606.8 29326.3 7280.54 239.827 1160.94 1128.89 743.973 384.916 32.0474 962.565
internal_count=223821 222061 46757 175304 154882 20422 1560 1760 1705 1120 585 55 45197
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=15
num_cat=0
split_feature=161 28 195 139 83 57 81 77 121 129 195 159 129 139
split_gain=169.417 248.531 212.138 220.674 170.187 166.808 158.822 133.608 120.003 117.682 113.926 78.614 73.0095 59.7713
threshold=-0.03501292823147642 -0.034370151843886414 0.31205088270162501 -0.36293963932753454 -0.13757897892229384 4.9805023343744228 1.2301057323672697 -0.22200611078766011 -0.20597403733183214 1.0163201065305711 0.367961175351527 0.59024828000758867 1.0173012590802502 0.059448108674110066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 11 -5 7 -2 -6 13 -11 -1 -8 -3
right_child=2 9 3 5 8 -7 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.035668575380665826 0.093489452395402031 0.02097307919343391 -0.055394496686487084 0.024115331457907979 0.062942858724464631 -0.0036227005983051641 0.12175946945736932 0.014999192804506033 0.012791976524536975 -0.035831802109154175 -0.0087659423363732666 -0.41841289071550253 0.0077454273324940219 -0.010855594345491177
leaf_weight=521.85227204440162 224.63935693632811 938.65642890660092 698.8562795938924 2756.5354534569196 578.43233758141287 10155.028309423476 220.1353387190029 6270.9414361612871 2724.3336191638373 3722.1887098615989 2671.2608172378968 5.422152627259492 75.40262433513999 1588.436200896278
leaf_count=2923 1940 5444 5344 17156 7805 60599 1014 37471 16477 26917 24189 35 315 16192
internal_value=0 -0.00815417 0.00653977 -0.000663216 0.0131527 0.00229919 0.0209756 0.0177137 0.0215752 -0.0173023 -0.0245234 -0.0396045 0.0926703 0.000966762
internal_weight=0 12750.6 20401.5 13610.4 3830.04 12911.6 6791.12 6495.58 3302.77 8920.54 6393.45 527.274 295.538 2527.09
internal_count=223821 99982 123839 83099 27240 77755 40740 39411 24282 72742 51106 2958 1329 21636
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=15
num_cat=0
split_feature=67 118 116 129 157 154 173 111 124 45 87 173 47 18
split_gain=671.768 311.556 377.164 297.103 149.331 177.822 98.1947 61.3257 34.567 27.3647 23.3833 16.4114 58.0957 14.2567
threshold=-0.02217775212413288 0.1168477981479482 0.36300019912827924 1.0168594678811145 -0.31760649712962558 -0.24088717327293804 1.3970017761609446 0.13378831707855854 -0.41097563477703475 0.089202369395129252 0.0069424648191511642 0.070690911112729557 -0.1011380986330196 0.37832992443629815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 8 -6 -4 9 -3 10 -1 -9 -13 -11
right_child=1 4 6 -5 5 -7 -8 11 -10 13 -12 12 -14 -15
leaf_value=0.098718922538136453 0.011023446777379752 -0.26681677298131945 0.037845332222161132 -0.022610262266336868 0.012423667089888783 -0.020696357411051605 -0.037736654353285576 -0.076877679707022126 -0.061669322832897867 0.36795128858129433 -0.036387549373407366 1.0550063389096098 -0.010974336545703728 0.070654852659925632
leaf_weight=13.434271625010295 7828.9728650003672 8.3379194289445859 4027.8211941132322 3952.2347974986769 2267.6437238971703 5685.489196627168 179.55289103277028 1284.0885491482913 550.5301010441035 2.3386092530563465 275.72170201339759 0.52774523012340324 16.371065920218825 5.1988225355744362
leaf_count=358 37511 11 26018 23734 8211 32126 517 83572 5264 17 6022 16 402 42
internal_value=0 0.000690911 0.00891885 -0.000259634 -0.0147641 -0.011253 0.0346198 -0.0662332 -0.06473 -0.0252072 -0.0301105 -0.0755892 0.0223159 0.162896
internal_weight=0 24500.6 15988.6 11781.2 8512 7953.13 4207.37 1597.68 558.868 296.693 289.156 1300.99 16.8988 7.53743
internal_count=223821 133392 87780 61245 45612 40337 26535 90429 5275 6439 6380 83990 418 59
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=15
num_cat=0
split_feature=139 3 74 28 0 66 192 33 145 162 67 155 52 82
split_gain=346.197 249.125 248.6 273.539 173.353 123.812 104.505 74.1763 25.6545 29.0931 14.6552 26.5711 10.9927 8.95125
threshold=-0.14725751787520622 7.2883834409237656 -0.30782940931270492 -0.04236956972059263 0.78726834161654591 0.76115603380143326 15.366132284797791 83.795693012334425 -0.25732459036973726 0.11309572008252672 1.1702653492568802 -0.20372372995599039 -0.011818155579660863 -0.016150844438307655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 9 13 12 -12 -10 -1
right_child=1 2 3 -5 5 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.032682467209413785 0.11347288833042657 0.096389389205368936 -0.0315216770307599 0.0018778204728051246 0.050677785011715631 0.0024912813209168258 -0.098453738716834022 -0.025050931939508414 -0.014845515470920981 -0.046105663587462986 -0.067492162398909469 0.06838197600608141 -0.073018871575325758 0.12282137073240385
leaf_weight=4.6805413588881519 27.578346943482757 332.08331418083981 2813.6440265271813 19083.167850593105 1886.0218013396952 743.40892852959223 148.88357509300113 59.27421915740706 34.042001467198133 51.879606802947819 41.439141155220568 22.051213999046013 709.33129108487628 17.700524717569351
leaf_count=26 172 1883 25038 115515 10782 4079 204 824 4052 281 1699 671 58520 75
internal_value=0 0.00253331 -0.00100195 -0.00241387 0.0306151 0.0370542 -0.0653328 0.0779963 -0.0612397 -0.00499474 -0.0664162 -0.0203009 -0.0703549 0.0903009
internal_weight=0 25094.1 22288.2 21896.8 2805.89 2629.43 176.462 391.358 881.124 74.2607 806.864 63.4904 743.373 22.3811
internal_count=223821 158497 143260 140553 15237 14861 376 2707 65324 382 64942 2370 62572 101
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=15
num_cat=0
split_feature=64 51 181 188 25 102 128 25 52 187 62 179 4 64
split_gain=433.47 237.867 259.43 276.235 178.474 98.5989 76.328 99.9383 73.3262 59.4304 43.4169 36.1475 33.1063 27.0858
threshold=-0.0088834238136265616 5.4470138986005781 -0.0049451104536888191 0.4000000000000003 0.037215726712166934 0.20450617958256614 0.15292721471143678 0.22182815668140254 1.4565987097551258 0.73924962054306931 0.2177075840172453 0.22055869657834645 -0.19699273681966764 -0.03563907249136198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 11 9 8 -8 -1 -7 -2 -9 -11
right_child=1 2 3 -5 -6 10 7 12 -10 13 -12 -13 -14 -15
leaf_value=-0.071399983583659635 -0.086484198782318084 0.082297321116659342 0.01132161531991528 -0.010187221617766041 -0.030663491610409228 0.10653841688434135 -0.037075024371693653 0.62182226597017287 0.38181640555356688 -0.088565845541679941 0.049106055701481133 0.081300925577697927 0.12594436515533611 0.20913368055285392
leaf_weight=1045.881237181602 67.198826819192618 145.90929492725991 15404.848531845026 9750.1623992500827 3378.0470720657613 160.72801516810432 400.20485219266266 1.4050139947794367 4.2229420384392133 4.2191649954766026 726.99067274760455 15.873179938644169 32.250993201043457 11.088005925528703
leaf_count=69599 493 4254 66182 18421 43207 249 18598 11 45 61 2478 31 151 41
internal_value=0 0.0010728 -0.000575128 0.00298472 -0.0259864 0.0497555 -0.0540398 -0.0189227 -0.0327011 -0.068537 0.0595046 -0.0544243 0.146645 0.127078
internal_weight=0 29649.8 28679 25155 3523.96 970.791 1499.27 438.084 404.428 1061.19 887.719 83.072 33.656 15.3072
internal_count=223821 135315 132064 84603 47461 3251 88506 18805 18643 69701 2727 524 162 102
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=15
num_cat=0
split_feature=89 118 189 29 97 89 155 196 26 84 144 125 13 110
split_gain=180.463 180.127 174.548 171.401 241.693 130.413 129.072 92.5583 90.6851 145.243 77.3476 73.777 53.3354 36.8114
threshold=-0.060289125151995381 1.3762837272689155 40.500000000000007 -0.081263212068278565 -0.019716446366976597 -0.14980309690915791 0.061887987984675145 0.027259891831225801 -0.12102193069630152 0.029965043014628098 1.4734832343148747 -0.33612930472609476 0.85747240485802756 -0.22869013847963143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 -5 -4 -2 -7 9 -1 -10 13 -13 -3
right_child=1 11 5 4 -6 7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.064563624385391177 -0.010351263678502517 -0.084633300682564874 -0.10038299870417289 0.033124145929628007 0.0033900801323455722 0.14607603408238462 -0.084265425823498163 -0.026407618041996303 -0.084263509669674858 0.088439096008989096 0.30922166362820341 -0.041195170933338646 0.18782012553970817 0.20614655257164036
leaf_weight=176.3483878262341 714.76515991438646 5.6982674165628877 45.601341338362545 2983.6964219326619 32631.406917057233 101.62654347950593 352.89789116079919 44.837822806555778 569.66013057087548 95.720618256600574 5.0398238068446508 1119.9858972425573 10.262383556459097 18.45011954754591
leaf_count=4668 11561 77 506 28842 156291 390 8781 238 7159 1024 104 4120 36 24
internal_value=0 0.00347358 -0.0387741 0.00469756 0.00588109 0.0472939 -0.0347823 0.0932728 -0.0582962 -0.0107335 -0.0808128 -0.0354205 -0.0391158 0.137532
internal_weight=0 37837.2 1038.83 36682.8 35615.1 192.066 1067.66 146.464 846.769 272.069 574.7 1154.4 1130.25 24.1484
internal_count=223821 209732 14089 205475 185133 1134 20342 628 12955 5692 7263 4257 4156 101
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=15
num_cat=0
split_feature=166 129 82 71 81 4 28 119 78 86 167 62 193 129
split_gain=155.98 143.2 129.926 138.725 112.959 109.533 43.4127 31.1815 28.6963 36.209 27.6962 9.76944 22.0136 5.76423
threshold=-0.33220848160159638 1.0105888055724039 -0.15342128502236482 -0.069109330054116694 0.35043142452424453 0.15961491052518165 0.30759189268887838 0.44024158014761933 0.080320821836874487 2.8199456503331271 -0.29214722948832605 0.60845392712950019 0.43302935277217353 1.0239149164403389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 9 10 -1 13 -13 -10
right_child=1 2 3 -5 6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.036382591354479847 0.056945982310121192 -0.036213133731812903 0.02473304449723298 0.00077821292136798594 0.14501859323856356 0.040025706210151391 0.32866477950931067 -0.068328098970773118 -0.074219690230773905 0.42099208191602061 0.05327844640453986 -0.081123895367889942 0.39302588840363578 0.079200644963422634
leaf_weight=569.86098855361342 104.93858292233199 1416.9658219339326 2649.0348460739478 27660.555906076683 47.860908050090075 217.35598013363779 17.60782428830862 24.509532067924738 241.18900759494863 1.7778654703870405 36.668768585892394 2.9217963106930247 1.4727291427552698 2.4740460989996782
leaf_count=19456 955 6428 17902 172672 310 2263 97 124 2603 36 883 49 24 19
internal_value=0 0.00191234 0.00139092 0.00287185 0.0873651 -0.0260738 0.19441 0.0332268 -0.0413307 -0.0296411 -0.030962 -0.0699968 0.077777 -0.0726619
internal_weight=0 32138.8 31943.9 30309.6 194.917 1634.32 65.4687 129.448 856.365 608.308 606.53 248.058 4.39453 243.663
internal_count=223821 200751 199265 190574 1486 8691 407 1079 23070 20375 20339 2695 73 2622
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=15
num_cat=0
split_feature=52 152 130 13 102 173 126 155 189 22 34 106 114 157
split_gain=609.682 285.476 196.751 190.469 187.824 182.101 160.847 125.803 111.954 87.0961 86.4103 48.6349 54.078 27.7365
threshold=-0.0071712618733946734 -0.18363228211612334 -0.21939632865683048 0.15149606447721017 0.20747689137662681 0.30979939808890372 0.9038645710677421 -0.19198451692727178 35.500000000000007 0.036444132291429586 -0.1028510672505225 -0.03023233172487054 6.2371812778138684 0.44818239581642288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 7 -4 11 -3 -2 10 -5 -7 -1 -13 -10
right_child=1 2 4 9 -6 8 -8 -9 13 -11 -12 12 -14 -15
leaf_value=-0.074150891837575547 -0.02317506244310703 0.033505732479932542 -0.012546672563006692 -0.050707046664910077 0.011144751033880212 0.16014244763572261 -0.0084601136607701556 -0.072161502305895658 -0.064606148835774854 0.0053730502722065072 0.018419029016887543 -0.075048569202462626 -0.0055500263789424811 0.093540942299753904
leaf_weight=1445.4906049062265 1400.0161170999054 3949.5885716539342 5924.7189992698841 316.0225626649335 7689.2854203025345 61.398476840928197 1188.0467990539037 838.08312755567022 141.04186363751069 2239.14805843262 143.73340972699225 202.3752443282865 250.60701448912732 12.036323944106696
leaf_count=72206 5828 22148 32369 1424 38438 167 5639 7699 1975 9691 638 17057 8515 27
internal_value=0 0.00155984 0.00712698 -0.0202192 0.00083441 -0.0528517 0.0238014 -0.0415186 0.0125447 -0.00156292 0.0608386 -0.065191 -0.0365993 -0.0521713
internal_weight=0 23544.9 18751.6 4793.27 13614 2256.68 5137.64 2238.1 358.21 2555.17 205.132 1898.47 452.982 153.078
internal_count=223821 123236 98594 24642 70807 100585 27787 13527 2807 11115 805 97778 25572 2002
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=15
num_cat=0
split_feature=157 82 183 14 96 26 15 35 117 81 114 172 174 73
split_gain=325.457 246.778 231.245 222.977 255.237 213.27 194.269 183.554 120.51 97.6026 84.3326 59.633 54.9731 42.0662
threshold=-0.18949558305306605 0.48389920153734417 1.4842206664495823 0.1353760126071783 -0.0011692192661031261 -0.038997702125464183 1.1240756524299933 -0.076431245418675034 2.9253286447325801 0.54383601832080519 5.6137722550864728 0.38461907840091319 4.2606254385690878 -0.095703856092445375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 -1 -6 10 -4 -3 -10 -5 -14
right_child=3 8 9 12 7 -7 -8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.021123700871841424 -0.015798908431138636 0.0018104819611820862 0.06374121996550948 -0.061960337298800863 -0.060127117026670833 0.023931986875926934 0.019750576044830045 -0.013633466647228082 0.10167237347460345 0.18368025471068306 -0.048244062495805658 0.006052591312134873 0.30358421096197397 0.015162828047849422
leaf_weight=1337.1398702710867 2245.4078450915404 479.49218669347465 468.11149387154728 930.634100471274 1019.9585694218986 3392.0306589121465 8918.1099975621328 5070.073239479796 72.225753832608461 79.349501960910857 1129.4533122580033 672.55503643024713 6.00700710248202 31.969245206564665
leaf_count=4040 14925 1220 1706 84287 5023 20527 36944 38198 273 414 11268 4510 83 403
internal_value=0 0.0114087 0.0178016 -0.011035 -0.00722635 0.00810706 0.0144211 -0.0214202 -0.0179321 0.0811253 -0.033327 0.0153254 -0.0571479 0.0607847
internal_weight=0 13156.4 10802.7 12696.1 11727.5 5637.44 10255.2 6090.03 2353.73 547.461 1608.95 744.781 968.61 37.9763
internal_count=223821 60375 43104 163446 78673 35452 40984 43221 17271 2120 12488 4783 84773 486
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=15
num_cat=0
split_feature=134 152 12 57 193 19 139 77 127 86 91 193 75 129
split_gain=423.017 252.89 285.701 282.359 279.771 239.482 166.047 123.766 80.5347 59.4417 74.9615 37.744 71.2105 30.7459
threshold=-0.03077873531526187 -0.081364909331216068 1.5012310895402565 9.987817175339579 0.056300102334760391 -0.25210917857448428 -0.092764493441370013 -0.034722509732244486 0.4802525712639254 0.55187638387629634 0.038533021149777906 0.87011353907531064 0.0016006831187543331 1.0191080840221345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 10 -10 13 -13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.073554441766216866 0.0028502993855054042 0.023364956504723297 -0.043335659769005448 -0.01896479632020499 -0.0065738581838521081 -0.030966587149843846 0.0092825699286691512 0.052014309666684501 -0.033416829125979146 -0.076006016069335477 0.095539805043112269 0.19152934858182283 -0.060948297163599043 -0.022887395660592516
leaf_weight=1044.4362077824771 701.1373716914095 4470.547598661622 3034.8038093536161 2433.6896598057356 6513.0625730864704 1152.6853321241215 9251.7881067867856 1898.6035959278233 93.443833395605907 77.299867374822497 87.086286344565451 16.428295268677175 34.909254345111549 135.27937878645025
leaf_count=64294 4033 14698 56702 5561 16985 10540 37185 4937 3115 104 146 42 216 5263
internal_value=0 0.00118505 -0.00705268 0.00844405 -0.0182587 0.0116069 0.00482347 0.038755 -0.0534481 -0.00262826 0.0287908 -0.0640917 0.0198459 -0.0677444
internal_weight=0 29456.3 16452.1 6904.24 9547.87 13004.2 10404.5 2599.74 1488.88 257.83 180.53 1231.05 51.3375 1179.72
internal_count=223821 150641 93946 20259 73687 56695 47725 8970 73180 3365 3261 69815 258 69557
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=14
num_cat=0
split_feature=129 119 129 107 118 50 21 130 73 180 78 118 166
split_gain=173.875 190.794 172.94 287.215 230.733 112.862 107.521 42.861 41.9235 20.7598 13.7062 8.3161 6.54647
threshold=1.0245748931830738 -0.29331198829089694 1.0173915863276688 -0.44993562669910464 0.50633893607862623 -0.041471450288042298 0.049935905338069263 0.060002665450056926 1.4108475276569241 35.236278447121826 0.036467746507468 -0.15964146560549883 -0.12595003002654162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 9 -7 10 12 -1 11 -2 -9
right_child=7 2 4 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.022651076274454125 0.11375565937919435 0.1080638299197325 0.014189880218079189 -0.0055890506202034146 -0.015576265123258019 0.33979423937046266 0.087631671563706465 -0.10400331572492574 0.078530803543135658 -0.17009181622831765 0.16926141376947348 -0.10253905278341742 -0.070525893641033274
leaf_weight=8.0308627975173312 2.9672361612319955 224.93747316114604 15470.138717643684 19363.715286142426 3131.2390651348978 18.224038741085678 234.42979015083984 175.08302696794271 15.096455451101063 18.371880625141785 8.7105169296264631 4.4336051046848315 87.656558176968247
leaf_count=32 2 374 59489 150715 9905 80 417 1004 24 88 3 44 1644
internal_value=0 0.00287561 0.00227361 -0.00428397 0.00917923 0.0852619 0.10582 -0.0743278 -0.0835231 -0.111466 0.0842435 -0.0158195 -0.0928344
internal_weight=0 38469.1 38190 19588.7 18601.4 279.057 252.654 293.947 277.836 26.4027 16.1114 7.40084 262.74
internal_count=223821 221100 220483 151089 69394 617 497 2721 2672 120 49 46 2648
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=15
num_cat=0
split_feature=74 57 19 138 77 138 2 34 87 77 184 143 19 92
split_gain=138.98 150.944 163.779 157.075 109.378 108.139 81.251 65.1676 58.9749 104.623 51.3183 50.071 38.1112 32.855
threshold=-0.16669576012358908 5.3407669311162467 -0.090618785812912647 0.050076244019168874 -0.040750195356875539 0.15592492512986225 0.070232417331151334 0.093884364039377985 0.0065505749533662635 -0.13195987473081347 -0.061521238320401482 0.0033839630801557889 -0.026799062892720462 0.002515391331927993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 12 -4 -5 -3 10 9 -9 11 -1 -2 -12
right_child=1 2 4 5 -6 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.031872909462154909 0.16404219400451192 -0.024859656820070831 0.016108869246872295 0.030639790198624891 -0.0016436844621395661 0.0048018625575422256 -0.0027311437060728353 0.52269636621412707 -0.0096096580388155967 0.050064400524404321 -0.036246708671699962 -0.068304156786337999 0.026179387090606156 -0.079273133310699392
leaf_weight=188.7297854158096 86.413798147812486 3603.5537141466048 5072.4389432081953 2374.7964594978839 10990.337167376652 5095.1469569744077 3075.4013786236756 4.9918741658329955 981.69763370929286 75.850566936656833 1012.8773274931591 67.824901296757162 26.110971298068762 215.17486910359003
leaf_count=2836 415 29127 25752 14826 65035 42932 23576 45 6021 403 10757 385 138 1573
internal_value=0 0.00256405 -0.00150982 0.0147826 0.00396237 0.0130161 -0.0146703 -0.0217559 -0.00284896 0.0792486 -0.0352877 0.00538928 0.132052 -0.0437856
internal_weight=0 30324.2 22741.7 7582.47 16062.8 7469.94 6678.96 2547.15 1062.54 80.8424 1484.61 256.555 112.525 1228.05
internal_count=223821 201801 143490 58311 90787 57758 52703 22020 6469 448 15551 3221 553 12330
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=15
num_cat=0
split_feature=115 61 151 174 60 130 195 154 13 112 195 41 151 180
split_gain=570.277 339.809 253.129 258.955 236.831 188.522 166.796 130.656 100.07 64.4431 69.2562 39.4923 14.8206 62.2606
threshold=-0.026505293501427159 -0.036142314631516077 -0.23330316469819642 0.37353307934249097 0.21970218202875921 -0.24871919793895786 0.33048575801490149 -0.3134234271713579 0.23214803041822099 -0.30065432651862545 0.20180647304317065 0.022772249980748845 0.55827219628746427 45.644578313253014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 12 11 -11 -10 -1 -14
right_child=1 2 3 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.074869955355921711 0.059813416693493805 0.0013366707149688357 -0.010936379410804473 0.017236022754483136 -0.20749355436976452 0.015214053015834082 -0.00093836521696305942 -0.050430930059444316 -0.071695832259584077 0.077077911543915245 -0.051926300377630331 0.086170019765388156 -0.043581319828738772 0.52583379625219595
leaf_weight=1215.0770679846173 1150.1947682078462 672.26106204185635 9691.7744979329873 4918.4851143211126 76.127829014323652 5385.4382398505695 80.363867321517318 1774.3473710555118 19.968224006704986 46.999649937497452 363.23976885643788 76.772858703508973 67.512968180002645 1.976453703129663
leaf_count=76174 5833 2704 57889 25340 473 24218 481 8636 268 633 14980 160 5902 130
internal_value=0 0.00105515 -0.00643736 -0.00145225 0.020152 0.023063 -0.10142 -0.0362066 -0.0574537 -0.0198335 -0.0371468 0.0535851 -0.0723013 -0.0273857
internal_weight=0 23749 17056.9 14610.3 6692.12 6535.63 156.492 2446.61 1791.55 506.981 410.239 96.7411 1284.57 69.4894
internal_count=223821 125574 94569 83229 31005 30051 954 11340 98247 16041 15613 428 82206 6032
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=15
num_cat=0
split_feature=139 3 183 73 168 130 44 73 163 6 169 154 169 110
split_gain=289.212 209.82 188.456 256.557 161.711 143.111 92.1321 83.7438 27.3491 32.8426 16.1902 26.0275 14.8624 13.4959
threshold=-0.14725751787520622 7.2883834409237656 1.9857385921114521 0.36184825340760396 24.278598140633928 -0.21526656371503725 -0.085911164263898429 -0.29717073470231331 -0.23043213257837467 0.305413175596777 0.87086104267519115 -0.24088717327293804 -0.10414754596353025 -0.076990713117123008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 9 13 12 -12 -10 -1
right_child=1 2 4 -5 -6 7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.032530198191505287 0.098555470431701278 0.0014727007783427656 0.013096336420749749 -0.030321172679746877 0.098549574132142687 -0.051268657984082824 -0.10456418015763565 0.037591627703227569 0.015763780681674944 -0.0648910316709395 -0.077728127625241686 0.051984020906415199 -0.072597494832618958 0.098017182049819462
leaf_weight=10.984583613928406 27.377222366631031 18153.078429962043 666.28497522277758 2950.5631530337268 331.7008755421266 110.78075777366757 121.15084497770295 2486.9275493808091 19.627248182194307 42.923752781003714 32.762228553532623 29.307342945947312 631.42030096496455 28.374455288052559
leaf_count=62 172 110685 3679 26252 2644 338 243 14484 2128 272 1934 1015 59793 120
internal_value=0 0.00227475 -0.000964436 -0.0029725 0.0414985 0.0283436 -0.0671244 0.0338021 -0.0589825 -0.00439354 -0.0652812 -0.016482 -0.0699337 0.0615831
internal_weight=0 24847.9 22101.6 21103.6 997.986 2746.24 148.528 2597.71 795.4 82.2828 713.117 62.0696 651.048 39.359
internal_count=223821 158497 143260 136937 6323 15237 415 14822 65324 454 64870 2949 61921 182
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=15
num_cat=0
split_feature=134 126 73 2 96 180 106 94 131 19 106 64 180 126
split_gain=377.94 231.166 374.193 651.751 349.644 253.427 233.393 109.899 84.4609 98.2909 87.4409 46.8956 19.0653 23.6045
threshold=-0.03077873531526187 0.95960441781706263 0.43336123719304553 -0.14837790607265297 0.31224978433979172 33.718206157965206 -0.20734963573128615 0.51936400790461501 0.25068088092121815 -0.090618785812912647 0.86027537010278754 0.51619927794074394 68.037483266398951 0.92632555749221146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -4 -6 -3 12 10 -10 -11 -1 -14
right_child=1 4 5 -5 6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.072517664243711907 -0.035572137995560152 0.018129974154423589 -0.026202920251126333 0.01098897575585598 -0.0073255098092694735 0.02234204816981825 -0.065453586229284724 -0.22225297129410571 0.021148701330307246 -0.062922152118345759 0.38230547692910577 0.16158854713921808 0.11619006439900802 -0.12035171995356025
leaf_weight=879.96864056051709 4920.556693851715 1739.8455853476189 1194.0392784411088 7727.765706920065 1184.3963998556137 10821.801550020464 1657.2564544323832 19.229211091995239 202.77436994272284 295.35557618830353 6.9330454003065816 9.6063454300165159 11.668949635699393 6.6075386470183721
leaf_count=61665 30781 8123 2764 82533 1727 22278 2396 39 3425 7995 18 8 21 48
internal_value=0 0.00104218 0.00488074 -0.00712462 -0.0195361 0.017518 -0.0412259 0.0155022 -0.051911 -0.019611 0.0330887 -0.05585 -0.0704181 0.0306726
internal_weight=0 29264.9 24664.2 12648.3 4600.73 12015.8 2841.65 1759.07 1412.91 514.669 209.707 304.962 898.245 18.2765
internal_count=223821 150641 138356 113314 12285 25042 4123 8162 73180 11446 3443 8003 61734 69
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=15
num_cat=0
split_feature=77 158 2 13 95 26 120 141 127 8 152 131 190 129
split_gain=214.125 216.267 220.994 242.106 206.353 221.604 194.493 190.72 175.316 148.048 126.783 120.218 146.024 118.959
threshold=1.8251209213100958 -0.34626826233998831 -0.28600322604244899 -0.26414740296126188 0.51050808222826005 0.41821706416077703 0.30058417552037403 31.952420541275369 0.45498662619706909 -0.21225396472008998 1.278392923887016 -0.019070145931955971 0.1640859125287025 1.0212563822485337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -4 5 6 -1 13 -7 -2 -9 -3 -13 -6
right_child=1 11 3 -5 7 8 -8 10 -10 -11 -12 12 -14 -15
leaf_value=0.010367325912992493 -0.024975546441328864 -0.094658897796414621 0.32742595881372377 0.066285561428331738 -0.043338756458954415 0.022314268532831985 -0.0059231953968821123 0.0048061116407669708 0.10437774177122182 0.072775010133016557 0.33288150396777799 0.077162284930835129 -0.026008962208362213 0.017807854037333416
leaf_weight=12622.445110518951 207.92573706433177 123.38776650466025 63.890982441604137 79.901460779830813 2462.4350735894404 2111.9047774318606 17475.327149151126 1665.0009426805191 296.93083995953202 608.01505231577903 11.863053473643957 224.38296646811068 353.0148682128638 365.3727704603225
leaf_count=51809 268 431 63 97 9441 6493 142939 8489 326 1263 70 400 1012 720
internal_value=0 0.0371713 0.0680097 0.182318 0.000464956 0.00324457 0.000908746 -0.0195933 0.03243 0.0478653 0.0071271 -0.00506203 0.0140845 -0.0354382
internal_weight=0 1660.52 959.733 143.792 37011.3 32506.6 30097.8 4504.67 2408.84 815.941 1676.86 700.786 577.398 2827.81
internal_count=223821 3534 1691 160 220287 201567 194748 18720 6819 1531 8559 1843 1412 10161
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=15
num_cat=0
split_feature=151 12 189 139 25 15 168 154 185 153 195 132 195 106
split_gain=133.52 301.329 197.562 133.084 137.23 130.705 118.436 104.637 103.471 101.435 95.3797 92.3859 84.584 81.9821
threshold=-0.045692077656348008 3.4687661850618761 32.500000000000007 -0.33203567858186955 0.018926408429523849 1.5759620055253936 16.768629793072552 -0.029213987040228654 -0.035299576160468686 0.059083589876918884 0.35499374297281999 0.25899081798680473 0.54510153144670426 0.17786737250042947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 8 10 13 -7 -2 -1 -5 -6 -4 -3
right_child=3 6 12 5 11 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0054089113058476178 0.39457247848031751 0.024586902367679127 -0.03958385772211636 -0.0084925396170535648 -0.03566821547830807 0.0053210650905814588 -0.026128895102203006 0.028337129201261725 0.0086478033569173558 0.06191805126204486 0.0095821593646224969 0.20223960913684627 -0.0081262448403472392 -0.00081802686898347601
leaf_weight=715.25127077591605 13.258421637117864 2953.8524309066124 3727.484382757917 5690.3878462279681 1141.6720723253675 3757.7408357181121 874.20313992351294 4164.1057165053207 14.594636697322128 325.66131447767839 5995.7290165680461 16.559317598119378 1109.0633917627856 2228.576317361556
leaf_count=7555 66 14847 38478 33621 7651 18592 7363 29883 78 3562 37625 198 11870 12432
internal_value=0 -0.00773449 -0.0238649 0.00553549 -0.026992 0.00750308 0.00791877 0.0174194 0.192353 0.0156551 0.000780943 -0.0322668 -0.0323703 0.0136621
internal_weight=0 11934.1 5877.46 20794 1186.08 19608 6056.63 7921.85 27.8531 1040.91 11686.1 1158.23 4836.55 5182.43
internal_count=223821 96107 61465 127714 7993 119721 34642 48475 144 11117 71246 7849 50348 27279
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=15
num_cat=0
split_feature=67 180 107 195 166 14 180 155 111 77 191 117 177 65
split_gain=524.947 272.481 297.287 228.855 221.416 193.92 151.575 131.994 60.8097 25.4923 34.5579 24.6311 7.5485 29.7222
threshold=-0.02217775212413288 36.126506024096393 0.12881004791303377 0.31448302233820796 -0.040462258174430089 0.21890443661319992 33.264390896921022 -0.17397530304021799 0.13378831707855854 -0.011589005678382553 0.14285714285714354 -0.32736682661188493 0.15740798406672393 0.76304679698356226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 6 -5 -4 -2 -3 9 10 -1 -11 -10 -14
right_child=1 2 5 4 -6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.014286721023263012 0.013911293592689878 -0.0032945719378814106 -0.012468063047013788 -0.017121755274081149 0.038325180787774235 0.016316711170548264 -0.025600354674432751 -0.036384388941827724 -0.075500540418984144 0.75743537555493323 0.15791075716649017 -0.075395169213152494 -0.067085001345936576 0.24096540411683742
leaf_weight=195.28711095871404 2204.1710769981146 1768.7154790400527 4271.205875702668 871.40799639420584 4150.5168411969207 5177.4820425589569 1735.2566974640358 3785.7281885072589 1044.1238559283083 0.35677863704040547 12.394182986579834 76.211535658687353 19.694159738486636 3.7244452070444813
leaf_count=2630 10579 7119 16687 5114 19250 23864 9836 40943 83150 12 145 3652 726 114
internal_value=0 0.00075304 -0.00748795 0.0145501 0.028704 0.00330478 -0.00349297 -0.0258475 -0.0632969 -0.0221938 -0.00401017 -0.0715145 -0.0742412 -0.0180933
internal_weight=0 23964.5 15003.1 8961.35 5021.92 9448.69 3939.43 5554.44 1351.79 284.25 207.681 76.5683 1067.54 23.4186
internal_count=223821 133392 88613 44779 24364 40551 20415 48062 90429 6439 2775 3664 83990 840
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=15
num_cat=0
split_feature=13 24 194 74 28 159 73 116 174 158 64 145 19 134
split_gain=269.402 227.647 335.919 294.451 238.17 238.815 203.499 144.582 124.338 113.219 120.689 80.2504 55.7667 63.1424
threshold=-0.023279049112118495 0.033443254025355321 0.080442899645366175 -0.043295725545853751 -0.031373981517118142 0.056881245591684108 0.36184825340760396 -0.19370762920210485 -0.3151017927116409 -0.057405127734693202 -0.016962236037501681 -0.34703147480578139 0.030804928618142338 -0.041126224784621711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 12 -6 10 -9 -11 -2 -14
right_child=7 2 6 -5 8 -7 -8 9 -10 11 -12 -13 13 -15
leaf_value=0.064888123419962945 0.057521963733873062 0.004109409826405965 0.033172670038720826 -0.036229917355561324 -0.091794733844830279 -0.01927706003688142 -0.0087522566994573166 -0.073636385998439649 0.027012575432622307 0.069194036800776348 0.012850610616917779 -0.051333489114722498 -0.04043389584407283 0.073820496044551126
leaf_weight=387.70914969593287 248.68092654179782 3240.5867479387671 2776.3539065648802 4097.4285856543574 89.226715486496687 2584.1937760992441 1985.8890079935081 206.05240312661044 6903.4234900604934 56.869788330048323 743.71567054477055 1930.8178006401286 179.51927003031597 66.209468335378915
leaf_count=3020 1251 11710 10141 19548 268 13102 15827 1151 31952 313 7892 104048 2732 866
internal_value=0 0.00422466 -0.00499283 -0.0184154 0.0154177 -0.00829702 0.0156897 -0.0258934 0.0254966 -0.0343142 -0.00591276 -0.0478851 0.024137 -0.00964905
internal_weight=0 22064.8 12100.3 7338.02 9964.55 2971.9 4762.24 3431.87 6992.65 2937.46 949.768 1987.69 494.41 245.729
internal_count=223821 105568 57226 31258 48342 16122 25968 118253 32220 113404 9043 104361 4849 3598
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=15
num_cat=0
split_feature=134 35 157 64 163 115 94 131 19 105 131 64 193 12
split_gain=335.472 229.452 333.521 617.733 317.552 303.337 217.383 80.6895 88.0145 65.9782 65.7848 44.3852 28.3513 45.701
threshold=-0.03077873531526187 0.130560446581682 -0.087628940704216132 0.1260276748362793 -0.060735063509649682 1.1716568737023054 0.33863714279808016 0.25068088092121815 -0.019651770546037919 24.486107376290231 1.102116674759587 0.51619927794074394 0.87011353907531064 5.0833048915764723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 12 9 -9 -7 -10 -1 -14
right_child=1 5 4 -5 -6 10 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.073058259010418042 -0.039811076414817972 -0.02018678945276535 0.066295049014794674 0.0080135132726247595 0.012329120848697781 0.038756590635928498 -0.099793069976687937 0.011855458834065044 -0.070357943332880923 0.27455812091355847 -0.089157361311055255 0.15051233809727271 -0.05975728429221764 0.18920454228795605
leaf_weight=801.44596558832563 3340.8668841673061 4838.0028072081041 1502.9361519268714 14097.933580521494 3972.1599335838109 988.44433905859478 369.20672348886728 249.76260376023129 234.07437909091823 9.9408079236745817 41.910639889538288 9.4663312584161741 22.871839366853237 10.881031902506946
leaf_count=61578 36082 34827 7673 29577 39073 2664 710 4755 6646 37 35 8 131 25
internal_value=0 0.000982627 0.00561148 -0.00114856 0.027143 -0.0160216 -0.0258311 -0.0502181 -0.018587 0.0219111 0.0335536 -0.0617728 -0.0692772 0.0205014
internal_weight=0 29151.5 22913.9 17438.8 5475.1 6237.56 5207.21 1338.44 503.244 259.703 1030.35 243.541 835.199 33.7529
internal_count=223821 150641 112405 65659 46746 38236 35537 73180 11446 4792 2699 6654 61734 156
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=15
num_cat=0
split_feature=77 103 86 108 67 106 154 157 42 16 68 97 100 132
split_gain=182.387 207.904 238.961 237.449 231.966 252.448 223.285 181.745 143.606 132.22 129.387 124.679 88.4627 113.242
threshold=1.8251209213100958 0.48057271822466063 0.43272191251700903 1.6517787825103241 -0.088140057630562499 -0.012078008255773182 -0.093682285306363952 -0.31356819851700041 -0.023646021078541465 -0.42949699299326277 -0.088942692935035664 0.63998127669042837 1.940225977131125 0.12629035609283579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 6 -6 -1 8 11 -10 -3 -2 13 -9
right_child=7 2 3 -5 5 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.037741913093197257 0.068943098853706711 0.022486201595166261 0.038767838855655844 -0.013111207429957012 0.016542365177188472 -0.0045444293456872826 -0.023336779189042856 -0.050937429853369999 -0.089718826262674981 0.096743194782690611 -0.048250469486685418 -0.034363861514687705 -0.091232073682317949 0.056558904920885417
leaf_weight=692.70729713141918 218.92560952529311 293.59060427546501 1120.4448200026527 4149.7888307212852 14812.436310439371 9205.9604155012639 4402.0166769842617 180.29063997417688 40.426052626222372 641.37343454081565 2168.7166629829444 250.49473392777145 117.83821926824749 214.70372665394098
leaf_count=2351 216 787 1923 12278 60110 109558 25176 286 449 948 8104 537 446 652
internal_value=0 0.000477688 -0.0140977 -0.00208179 0.00434897 0.00846005 -0.0150322 0.0343236 0.056381 0.0856873 -0.0398163 0.0138159 -0.0151916 0.00749344
internal_weight=0 36845.7 7732.54 5270.23 29113.1 24018.4 5094.72 1664.05 1151.22 681.799 2462.31 469.42 512.833 394.994
internal_count=223821 220287 23092 14201 197195 169668 27527 3534 2150 1397 8891 753 1384 938
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=15
num_cat=0
split_feature=157 81 99 159 152 187 45 157 14 35 80 25 45 22
split_gain=194.635 126.994 120.674 160.433 138.803 100.451 80.7386 26.9643 24.2831 16.9794 16.5295 9.65834 16.0691 5.42087
threshold=-0.35214277370302499 1.4947630869109998 0.019143166956845693 0.21769258744020525 0.064533221686413775 0.053138498056500422 -0.01994906968179588 -0.44008793154397435 -0.12160105838630424 3.3603141985452685 1.3188091161221955 0.087195163440377157 0.23205097219000267 1.4021828947640909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 11 -7 10 -9 12 -1 -13
right_child=1 5 4 -5 -6 8 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.020444357362165377 0.052556764145718526 0.020998649811864192 -0.0088849579190595652 0.0069766892694829484 0.0062833463538917271 -0.024129651212717682 0.12036333104094032 -0.039472830424224392 0.027699906659889473 0.16783654461683192 0.001757910861793663 -0.075837079049007813 0.37633949993116211 -0.013755032433113761
leaf_weight=16.325581880053509 899.17082115309313 132.34777480922639 13383.835188222583 5469.6617220710032 10984.026837898884 145.0817665560171 213.99896287359297 622.5722169149667 239.82105210237205 4.2323022894561282 115.23034203192219 257.87751525454223 1.0887359958142031 14.876264557242392
leaf_count=614 5714 520 93586 36280 65915 1156 1022 11880 942 30 1401 4410 22 329
internal_value=0 0.00213545 0.0011556 0.0134118 -0.00204771 0.0433217 0.0823936 -0.0419948 0.00816374 -0.0318877 -0.0330334 -0.0678411 0.00436241 -0.0724511
internal_weight=0 31467.9 30736.7 6368.83 24367.9 731.25 346.347 1032.2 384.903 742.035 737.803 290.168 17.4143 272.754
internal_count=223821 205135 201495 41994 159501 3640 1542 18686 2098 13311 13281 5375 636 4739
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=15
num_cat=0
split_feature=116 12 151 116 154 157 154 139 125 76 0 111 56 29
split_gain=473.211 269.067 226.626 214.539 135.802 122.442 127.078 104.103 53.2637 52.7043 40.667 32.6996 27.1233 13.0971
threshold=-0.035791654728969717 1.8363558195679062 -0.23330316469819642 0.36300019912827924 -0.30869701998692139 0.07770124517344093 -0.20673168167678438 -0.15945206886585175 -0.29825286508749466 -0.041500284613907298 3.3883310894937075 0.06313883601819123 -0.040217326354395351 -0.21355865669246799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 -1 -10 -7 12 -9 -13
right_child=1 2 3 -5 -6 10 -8 11 9 -11 -12 13 -14 -15
leaf_value=0.077974933410048075 -0.0079650050533371063 0.013180934684814238 0.0017975616171268815 0.02601678009872373 -0.034367608864730281 0.0797832793713035 -0.059884373964431165 0.18494209033140552 -0.06823860541556373 0.020351372781267592 -0.035325850514688305 -0.0040636239993944437 -0.022783765513229543 -0.073890038761429674
leaf_weight=61.230702633503824 771.59586160979234 830.96136686066166 13283.126092835097 5047.2927345158532 2167.3284884756431 121.24440160579979 1211.8127315409947 8.1855040346272272 138.77083645411767 130.12625364703126 41.094514506403357 27.496909250039607 27.084511553868651 1163.1161101047182
leaf_count=198 3553 3806 63053 28990 10186 585 20569 106 2455 3939 189 1082 378 84732
internal_value=0 0.000901646 0.00429742 0.00846634 -0.0211898 -0.0328523 -0.0396864 -0.0560436 -0.00620009 -0.0253676 0.0506445 -0.0694664 0.0254255 -0.0722774
internal_weight=0 23474.5 21328.7 18330.4 2998.29 2145.75 1983.41 1556.01 330.128 268.897 162.339 1225.88 35.27 1190.61
internal_count=223821 130931 106035 92043 13992 24896 24122 92890 6592 6394 774 86298 484 85814
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=15
num_cat=0
split_feature=156 110 1 184 121 155 117 195 189 168 1 96 154 135
split_gain=248.965 209.78 257.723 264.445 156.425 129.574 127.641 104.84 89.5429 70.6883 49.2218 56.5855 39.2203 30.2029
threshold=3.0720732192410281 0.31028760360459245 -0.41611004622360298 -0.0085602473657198728 -0.12053776203881227 0.061887987984675145 1.5904528199146644 0.49561313961985237 37.500000000000007 214.1654674196491 0.10574623393267936 0.010206663632866949 -0.17545182426578868 -0.026689751537492739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 6 9 -3 -6 -1 13 11 -7 -11 -2
right_child=5 4 3 -5 7 10 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.095826975217830956 -0.079195837439592354 -0.0099809644670014151 -0.0091887108779490634 0.017413782808528008 -0.044282803662503284 0.017249146400615856 0.029764227166961855 -0.0055366883237212196 0.0083448748455732039 0.034910967408626419 -0.05204529518940814 -0.038734637176207024 0.42686405763014607 -0.045120523234360096
leaf_weight=451.61087158601731 442.79186730459332 2785.956225508824 6185.9348410639213 9437.7903667831561 1771.3919399634469 659.69530331087299 1138.1084617953748 1152.829471925972 157.91367330960929 5.9747887831181288 207.58555287483614 248.57086152466945 4.4576538847759348 630.50778214307502
leaf_count=2663 24227 8491 38406 51988 12689 8335 3608 10031 748 89 29571 4211 60 28704
internal_value=0 0.00317763 0.00936973 0.006881 -0.0115002 -0.0320323 0.00154645 -0.0290077 0.0731624 -0.0566604 -0.00811306 0.00192772 0.202388 -0.0591784
internal_weight=0 23081.5 16233.2 15623.7 6848.29 2199.58 3924.06 2924.22 609.525 1083.73 1115.85 908.266 10.4324 1073.3
internal_count=223821 128624 93805 90394 34819 95197 12099 22720 3411 53080 42117 12546 149 52931
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=15
num_cat=0
split_feature=118 76 19 44 151 10 100 118 52 126 148 21 113 8
split_gain=337.036 296.901 297.637 262.59 188.919 180.143 138.714 92.0938 63.8769 62.9459 79.8824 59.6304 57.7576 42.5279
threshold=1.2345021291604474 -0.018792882965337092 -0.21828729440814701 -0.15065993751012988 0.013556741950783387 0.90834642896233386 0.7725700995715904 3.9876387932542934 0.056694177516020731 0.93096703021128879 0.3429739606431394 0.049131030904365887 -0.3671647026061618 0.037236183020240475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 9 -7 12 -11 -9 -2 -13
right_child=7 2 3 -5 -6 8 -8 11 -10 10 -12 13 -14 -15
leaf_value=-0.04042218324309358 -0.064487279104326903 0.038819054607698134 -0.046742287111164987 -0.0017107373104378151 -0.0067629325099695702 0.17294594547274397 0.066997460162413286 0.18427625756971566 0.01650665349032918 -0.019785725076666916 0.040674341591720314 -0.01119062835417689 0.054372232660054975 0.080869158199416979
leaf_weight=3506.2785486741923 43.283137519843876 2876.513561173575 1393.1377210961655 18367.831948688021 1329.522004456725 27.444069588556886 124.48171357437968 48.169999765465036 533.20947174844332 463.19734618789516 413.71959765418433 59.842428118223324 737.21733483532444 310.79297763993964
leaf_count=85139 102 9358 9937 107310 4601 222 176 119 1832 1016 812 187 2432 578
internal_value=0 -0.00403831 0.000255814 -0.00488544 0.0244107 -0.0285927 -0.0367393 0.037711 0.0241644 0.0271241 0.00873866 0.0796085 0.0477808 0.0660053
internal_weight=0 28158.4 23967 19761 4206.04 4191.41 3630.76 2076.22 560.654 1657.42 876.917 418.805 780.5 370.635
internal_count=223821 218575 131206 117247 13959 87369 85315 5246 2054 4362 1828 884 2534 765
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=15
num_cat=0
split_feature=152 170 69 102 44 73 65 141 154 30 56 126 165 123
split_gain=160.469 170.11 246.765 215.984 165.814 228.928 215.544 113.773 113.101 106.753 111.53 71.617 61.9936 56.3963
threshold=-0.37986751354331821 -0.055161851976074698 0.030978800982590891 0.15341214443859566 -0.047754739064625705 0.44580047867761557 -0.048010436191745463 2941.5304697941742 -0.38101431295834104 13.245585904046655 0.19832681845242114 0.93417826283945915 0.067011803126219724 134.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 11 12 -11 13 -10 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.49545792325135418 -0.05879216028836725 -0.039959944472993572 0.034807756563642649 -0.0041119558114550789 0.038528189526200747 -0.048353218245294018 0.0066407328017922609 0.093781497431544111 -0.091565428128767876 -0.061459989472864407 0.034223644754583678 -0.03058830868590541 0.056066182992551263 0.1532303333495264
leaf_weight=5.1136139053851357 530.62986893393099 2190.5136860487983 1537.4786631446332 19643.871100373683 2863.030542090768 339.21443035593256 9823.1332269138657 65.509721272159368 29.590326723642647 223.97492273501121 267.08924457314424 21.469603884965181 734.11766509711742 82.533698149491102
leaf_count=47 7895 61706 5162 81002 18984 950 42488 1193 220 859 1195 53 1713 354
internal_value=0 0.000521538 -0.00463566 -0.00128691 0.00943797 0.0293248 0.0032873 -0.0360764 0.035449 0.0269571 -0.00941777 0.133101 0.0503461 0.173197
internal_weight=0 36993.4 23437.4 21181.3 13556 3202.24 10353.8 2256.02 1363.89 1254.77 491.064 109.117 763.708 87.6473
internal_count=223821 219380 149063 86164 70317 19934 50383 62899 4441 3987 2054 454 1933 401
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=15
num_cat=0
split_feature=1 119 57 33 19 43 63 151 18 41 152 14 189 108
split_gain=139.125 130.906 104.296 144.359 139.322 97.3702 62.0517 38.5227 35.1006 117.314 64.7917 26.0374 31.6432 17.2296
threshold=-0.37425743952261481 -0.086218075222201221 5.7586632614704767 69.054937701345551 -0.090618785812912647 1.0259762234608856 0.0093345755755917283 0.34578292289059748 0.99206692094112603 -0.071314622808003506 0.32749375185645102 -0.20820230275466048 34.500000000000007 1.4949831768768183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 10 -10 13 -13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.016176215443952049 -0.048829893972241245 0.0066346261926349837 -0.012854672360652828 0.038921567784786587 0.0063724391657968968 0.068649487150205676 -0.0077111715509410447 0.012805636318232489 0.29005177266575827 -0.019655487014918815 1.1995427260318017 -0.051240156180187735 0.097280398479957467 -0.060418084343339146
leaf_weight=105.84757374995388 817.81846193945967 5351.3526756518986 5307.949799494585 1868.2830593436956 12996.043376864865 108.68460590206087 5102.5548335833009 115.75688395928591 2.1244940194301338 17.389617409091443 1.2407462634146211 31.129160480573773 26.606029330287129 522.78614204470068
leaf_count=2603 10715 40926 39942 11074 69145 740 38740 1033 40 234 17 254 282 8076
internal_value=0 0.00165679 0.00481143 0.0149898 0.000796796 -0.0114466 -0.00611861 -0.0411875 -0.0431919 0.0849314 0.625376 -0.0470662 0.0172024 -0.0529688
internal_weight=0 31668.4 25523.6 7219.64 18304 6144.81 5211.24 933.575 707.124 20.7549 3.36524 686.369 57.7352 628.634
internal_count=223821 212315 161087 52000 109087 51228 39480 11748 11506 291 57 11215 536 10679
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=15
num_cat=0
split_feature=67 169 116 61 72 77 105 152 187 12 190 152 173 116
split_gain=435.025 238.917 261.84 247.292 144.647 107.672 58.3186 44.0661 37.1684 22.4713 26.4397 24.4169 20.3937 69.0961
threshold=-0.023689711528310894 1.7697375158738764 0.46960785920344322 -0.036142314631516077 0.13565275529228157 -0.24806587988364107 9.0470948170553651 -0.14145160664850562 0.2705549356804049 3.5548269272931194 0.11764705882352895 0.092821737421330638 0.070690911112729557 0.22413403934252449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 7 12 -3 -7 11 -11 -8 -1 -14
right_child=1 5 4 -5 -6 8 9 -9 -10 10 -12 -13 13 -15
leaf_value=-0.075070535103519534 0.012810032300187239 -0.0069270384022281266 -0.038476526098604663 -0.011635224778712124 0.028564930960559461 -0.10323344275494782 -0.087944409979917912 0.15714677079325842 -0.050755694290052555 -0.0030222958143179702 0.15982543499561153 0.00950985206463369 -0.012969749836093756 0.87640825728842886
leaf_weight=918.23092180548701 6393.9792657017242 34.623974751681089 347.77315495721996 11730.414936974412 4313.5325840013102 175.15852335235104 67.66012437781319 31.047434583306313 588.17520709452219 116.21630488755181 10.905500472756101 41.464990800945088 12.936262584989887 0.93679409474134523
leaf_count=83472 31346 67 2430 72425 25688 544 1976 71 2608 1840 189 769 376 20
internal_value=0 0.00050644 0.00242502 -0.00301135 0.0235631 -0.0522268 -0.0620046 0.070642 -0.0627975 -0.0176268 0.0109481 -0.0509141 -0.0732524 0.0470865
internal_weight=0 23614.7 22785.7 18124.4 4661.31 829.005 1168.35 65.6714 763.334 236.247 127.122 109.125 932.104 13.8731
internal_count=223821 135179 131889 103771 28118 3290 88642 138 3152 4774 2029 2745 83868 396
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=15
num_cat=0
split_feature=13 128 168 117 131 160 166 6 108 26 118 132 61 74
split_gain=217.389 174.361 179.734 219.873 164.18 138.321 133.898 127.626 79.4022 73.1518 65.0863 59.9593 36.3387 22.88
threshold=-0.023279049112118495 0.63975605742203878 3.206744749936449 1.2676375400873157 -0.26133112097139205 -0.34425362555731004 -0.33860925830163974 0.14212849854047868 1.7357717171229623 0.0053887085145350897 -0.23640420878935606 0.15306129736792187 -0.026333986412255348 0.52294485133572799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 11 12 -8 10 -10 -3 13 -7 -2
right_child=5 8 3 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.069239347865010833 0.073763042192157804 -0.19195199939225169 -0.0071670813201346641 0.01578011133083931 0.033065759944700734 -0.041349300476094933 0.019455291396539579 -0.035709799515070917 0.093096211646746099 -0.017874109111214422 -0.047490169505570175 -0.084796559455877288 -0.2100649584003064 -0.078412918309431381
leaf_weight=165.45550025999546 206.78617031127214 32.646468065679073 10536.360943441046 6916.5594253889285 3021.0619763592258 16.999880105257034 504.52724400535226 2485.064925166138 70.287817873992026 383.60751673858613 697.96543689072132 29.79012855887413 51.259802490472794 10.375928089022635
leaf_count=371 1221 44 48234 36116 16677 44 5198 111687 300 1838 1988 50 36 17
internal_value=0 0.00377295 0.00591425 0.00192685 0.0277537 -0.0237481 -0.029562 -0.0264001 -0.0335381 -0.000689835 -0.0539453 0.048242 -0.168047 0.0664921
internal_weight=0 21823.9 20639.4 17452.9 3186.52 3304.8 3057.85 2989.59 1184.51 453.895 730.612 246.952 68.2597 217.162
internal_count=223821 105568 101398 84350 17048 118253 116965 116885 4170 2138 2032 1288 80 1238
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=15
num_cat=0
split_feature=73 130 72 195 11 118 91 91 12 148 125 108 127 118
split_gain=292.139 337.989 290.219 282.94 322.86 275.256 260.248 211.187 202.313 138.942 127.015 107.111 98.5565 98.0139
threshold=0.10641003272243453 -0.41818437313682555 1.1032084393894241 0.22162928980237653 -0.32226062194061139 0.12736818713734724 0.02023094148634794 0.10464539824331601 1.7898554338632502 0.52463413684934623 0.024508574297719618 1.6220177649279448 -0.92160336486925332 0.062999811498564248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 8 4 10 7 -6 -5 -3 -4 -1 13 -7 -2
right_child=1 2 9 5 6 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.30019186096133443 -0.070584711734789349 0.015547449194130831 -0.046772582782313644 -0.06194926323747272 -0.038498333146368975 0.12642402453214932 0.098561482882731893 0.032306298831973446 -0.0037440134413513921 0.034571726792086185 -0.09121753297207591 0.10516159831232559 -0.0077812823724012232 0.068329649882389071
leaf_weight=58.951084082247689 78.568052664864808 9799.7838282282464 1622.9516726392321 2341.4658722191816 350.22905571851879 56.151499025989324 229.20040287170559 264.57314877491444 12208.528270452982 241.18665850535035 9.6475275652483088 417.34769207797945 2146.3776856607292 143.66974628716707
leaf_count=164 912 21277 3023 103263 10365 310 455 921 43164 411 398 1104 37493 561
internal_value=0 0.00355913 0.00163709 -0.0220254 0.040004 -0.0303848 0.0157174 -0.0523801 0.00484602 -0.0362481 0.245145 0.075299 -0.00435984 0.0192191
internal_weight=0 24512 23872.5 5456.6 648.028 4808.57 579.429 2606.04 22008.3 1864.14 68.5986 639.585 2202.53 222.238
internal_count=223821 70452 67875 153369 11382 141987 10820 104184 64441 3434 562 2577 37803 1473
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=15
num_cat=0
split_feature=79 103 109 76 96 49 33 161 110 100 63 188 58 50
split_gain=160.72 201.705 263.787 263.369 349.125 200.655 169.342 139.181 199.2 135.852 123.186 107.794 90.0354 36.0461
threshold=-0.04377531010420025 -1.0000000180025095e-35 0.0081142636466497216 0.065387722069349383 -1.0000000180025095e-35 -0.16489745057191305 14.63750633715094 -0.087777433468021082 -0.29263767344049246 -0.11862806116883526 0.012556217604544529 2.0323703315620096 -0.27837008121487578 0.21383369100331909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 10 4 -2 -4 -5 8 -1 -10 -3 12 -9 -13
right_child=1 2 5 6 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.0838707753540478 0.0092337432796432625 0.083147178585205428 0.039491962733027589 0.04590244672120658 0.056781063249897491 -0.00064674421415426842 -0.032760660754910791 0.18055591891121181 0.105125321396148 -0.00016371826913443976 -0.046250347658956248 -0.08573832983893373 -0.067666658664549045 0.17318404653077568
leaf_weight=201.90635936334729 4598.9099537035218 77.23379262862727 1310.9762625722215 337.4950755815953 2325.0197166497819 24913.454895455157 1447.0529623969924 14.876686429604886 174.88141889194958 409.50005533965304 1551.5502356085926 6.7498591104522339 823.53276092954911 26.430554432794452
leaf_count=1995 45237 1112 3144 1172 12679 78931 10640 279 623 3842 20541 46 43545 35
internal_value=0 0.00308766 -0.0010655 0.0163711 0.0251999 0.00135982 -0.0178838 -0.0287462 0.00175938 0.031345 -0.0401146 -0.0562662 -0.0632622 0.120512
internal_weight=0 36561.7 27853.2 8708.48 6923.93 26224.4 1784.55 1657.88 786.288 584.381 1628.78 871.59 838.409 33.1804
internal_count=223821 173456 103728 69728 57916 82075 11812 50365 6460 4465 21653 43905 43824 81
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=15
num_cat=0
split_feature=74 186 57 51 19 53 181 83 87 77 26 159 83 76
split_gain=119.976 135.889 110.894 124.485 111.717 47.6109 47.5527 53.4893 47.4557 127.117 31.9667 28.3224 24.3353 12.2869
threshold=-0.16669576012358908 9.5000000000000018 5.3407669311162467 103.77027874379284 -0.090618785812912647 0.045220109379806452 -0.061520164852180668 -0.020787090532313902 0.0065505749533662635 -0.19075698100456276 -0.18823868810992686 1.2736004228767481 -0.087232403241996215 0.037430777802425493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 -3 -4 6 7 -1 9 -7 -8 -10 -2 -14
right_child=1 2 4 -5 -6 8 10 -9 11 -11 -12 -13 13 -15
leaf_value=-0.0001981258834564412 0.12722162519804969 0.011648834403368039 -0.011771931057188666 0.10468947555294626 0.0038859300584898541 0.5819790131752528 0.074502333177872013 0.31311012741619298 -0.013379202344220804 0.038542867950430694 -0.043809895155582659 0.093273307884862322 -0.038963411250417419 -0.094033627738616857
leaf_weight=243.18671053554863 5.7874215338379136 7240.3177706093993 6416.8906979134772 146.71817393042147 15719.197216389934 4.5767748821526757 23.310520300175995 5.5739822019822887 971.25156576302834 72.31215306930244 1124.160819505807 25.554495364427567 53.677062760107219 165.21428941562772
leaf_count=2832 53 57286 52428 700 90247 32 188 329 5996 373 12034 236 322 765
internal_value=0 0.00229781 0.00288742 0.0134968 -0.000653028 -0.0206386 -0.0328137 0.00682217 -0.00480613 0.0708906 -0.0414064 -0.010645 -0.0751778 -0.0805292
internal_weight=0 29747.8 29523.1 7387.04 22136.1 2469.93 1396.23 248.761 1073.69 76.8889 1147.47 996.806 224.679 218.891
internal_count=223821 201801 200661 57986 142675 22020 15383 3161 6637 405 12222 6232 1140 1087
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=15
num_cat=0
split_feature=67 70 90 180 21 82 151 23 105 9 64 176 52 174
split_gain=389.46 239.546 230.198 172.418 158.904 155.224 123.474 80.5682 57.8721 26.2644 22.6699 17.6234 36.9557 14.9073
threshold=-0.023689711528310894 -0.02588587650147376 0.02615157329693717 36.545515394912989 0.023821405209190512 -0.1722754871534509 -0.1388540655691009 -0.016528801125106993 8.8016701630259693 0.41313932566400829 -0.04774663199263391 0.25440739487882202 -0.12059102632527628 0.23091944800594874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 5 -2 -3 -6 11 10 -10 13 -13 -1
right_child=1 2 3 -5 7 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.074908163522879143 0.064415694744970706 -0.052466730471115233 0.019937647591763731 -0.0097662822512105934 0.025190806392131379 -0.035785541478542952 -0.016335915742730241 0.0062599844163702973 0.037903919989026313 0.28206222548108961 -0.037173634833753966 0.39281861898111581 -0.082148477629849379 0.18202626646237305
leaf_weight=844.27226417278871 180.36487356107682 1279.9353758292273 3160.7563478243537 5118.8823228261899 4840.9658360877074 1082.3134185245726 3623.6057573591825 4197.4411643412896 51.135042917449027 2.8913155677728346 188.39622882602271 2.5077248550951481 4.7241986051667473 2.2642218586988738
leaf_count=83140 574 8670 13836 32139 25652 6411 23703 24194 820 32 4425 29 141 55
internal_value=0 0.000331608 -0.00859606 0.00157321 0.0117571 -0.0214725 -0.0257669 0.0163993 -0.0606494 -0.0175298 -0.0211461 -0.072893 0.08255 -0.0742209
internal_weight=0 23484.3 13183.2 8279.64 10301.1 1262.68 4903.54 9038.41 1096.19 242.423 239.531 853.768 7.23192 846.536
internal_count=223821 135179 78348 45975 56831 6985 32373 49846 88642 5277 5245 83365 170 83195
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=15
num_cat=0
split_feature=157 173 35 34 118 95 28 96 22 93 144 134 12 95
split_gain=244 174.191 248.927 212.055 190.99 169.019 182.208 234.093 148.378 140.694 129.676 125.47 99.7452 78.1002
threshold=-0.18949558305306605 -0.070277774043242106 -0.011085230743035265 -0.17643610266195056 0.019103831952430282 -0.034670238587282007 -0.04236956972059263 -0.0013779481226690005 0.14431782113026834 -0.028669484328081318 0.073819317292901532 -0.1619026948432036 1.804567152917026 -0.044172448465973395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 -3 11 10 -8 -5 -4 -7 -2 -13 -1
right_child=5 2 9 8 -6 6 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.095440793443877861 -0.04831989743776198 -0.044135446897739405 -0.066725130727970747 0.038557926182881085 0.0028929627426502401 0.014385747516719888 0.012988117111762171 -0.019993128689890782 0.0064238851623863742 0.027818514777361837 -0.055940929281598328 0.081173577964116658 0.014961840649466289 -0.041684441948002519
leaf_weight=44.488552629947662 184.85100192547543 1678.9960866447072 168.77266079187393 3877.5202236687765 1778.0716254301369 320.66859420319088 3379.2090850257082 5926.1559752312023 2282.9579587010667 2336.4530819116626 1437.7562489212723 382.32941697537899 561.90916396933608 625.69515590369701
leaf_count=233 4471 8131 359 20810 9175 2784 40877 68849 8781 11034 34228 1848 10389 1852
internal_value=0 0.00993631 -0.00255339 0.0208382 -0.0199474 -0.00983352 -0.0135947 -0.00801611 0.0266497 0.0214493 -0.0431161 0.027022 0.0417715 -0.0325817
internal_weight=0 12793 5962.29 6830.66 3457.07 12192.9 11063.8 9305.37 6160.48 2505.23 1758.42 1129.09 944.239 670.184
internal_count=223821 60375 28699 31676 17306 163446 146738 109726 29591 11393 37012 16708 12237 2085
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=15
num_cat=0
split_feature=97 131 35 157 123 129 119 193 124 181 33 168 33 178
split_gain=273.143 191.03 198.269 258.845 154.298 85.6474 65.0808 65.0739 47.2815 41.0302 116.673 37.8744 35.711 97.1273
threshold=-0.0091928899188945101 -0.53815663601132535 0.130560446581682 -0.087628940704216132 732.50000000000011 1.0173703377421013 0.21692466066323587 0.098412064601639912 -0.31169492530991727 0.054035751676102382 465.92734571208433 2.4679472864669969 9.0151309519805505 0.20066233597373584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 12 -7 10 -9 -11 13 -1
right_child=1 2 4 -5 -6 8 -8 9 -10 11 -12 -13 -14 -15
leaf_value=0.00088290189370438432 0.0018796382213071645 -0.0022053609837201066 -0.0064506406176827241 0.023127623570761129 -0.042178196051017032 0.22278034595104362 0.076406637252412576 0.035085850085122598 0.089958512556136433 0.14918375436902495 0.84207807312869365 -0.025697835140987359 -0.070416003129776444 1.0691145414780412
leaf_weight=43.737248005112633 273.83906640624627 16963.937871626345 4145.9606742581818 5291.4632005190942 1706.287850311026 34.150763815268874 204.80704949144274 10.49911905871704 124.5330725396052 13.334354929625986 2.1601663287729016 173.74019662896171 753.22882009344175 0.86805134825408359
leaf_count=1387 3181 59745 31621 42149 3451 41 1054 350 191 220 21 3324 77066 20
internal_value=0 0.000738542 -0.000489009 0.00381783 -0.0168674 0.0548762 0.0337689 -0.0524884 0.118543 -0.00144231 0.17279 -0.0132326 -0.0652676 0.0216715
internal_weight=0 28745 28107.6 22255.4 5852.25 637.33 478.646 997.568 158.684 199.734 12.6593 187.075 797.834 44.6053
internal_count=223821 141433 136966 101894 35072 4467 4235 82388 232 3915 371 3544 78473 1407
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=15
num_cat=0
split_feature=77 121 97 105 100 64 39 91 13 19 124 1 92 46
split_gain=149.704 178.205 169.965 283.245 194.955 123.872 244.511 244.155 114.759 105.223 92.8684 91.0289 114.802 88.8708
threshold=1.8251209213100958 -0.4301644044346602 0.27628413062906304 3.1571779746656552 0.61538915138019201 0.76693787721418949 -0.019086909215051805 0.13814888213916379 -0.27825519517449765 0.064513352235913729 0.3105287569573284 -0.31013979544706122 0.10259878207588284 -0.0084640675020858421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 7 10 9 -8 -2 -7 12 -1 -9
right_child=5 2 3 -5 -6 6 8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.10241256925244542 0.05545846092653324 0.0018015228396561439 -0.031973358412183774 0.0046646350541577402 0.048779903212823827 0.19569103227850843 0.068537270764419123 0.10417863880679573 -0.031401211717942072 -0.039636903160802435 -0.082733291326433256 0.14776238707295378 0.074775537906581521 0.2432988537739158
leaf_weight=46.828623208217323 275.51916206628084 26756.241042762529 4041.8993791015819 4414.8601773113478 913.52254826482385 12.527004977688192 432.80908195115626 247.32719800062478 156.42871932312846 201.42077796161175 274.30549419671297 110.4294833894819 166.85511160641909 56.385838409885764
leaf_count=503 252 189068 15543 13440 1386 33 1238 278 478 289 890 243 104 76
internal_value=0 0.00022283 -0.000439452 -0.0128465 0.00335252 0.0309585 0.00514654 0.0599255 0.042006 0.0152979 -0.0705735 0.0740425 0.0359449 0.130007
internal_weight=0 36450.6 36126.5 8456.76 27669.8 1656.72 876.07 780.653 589.238 476.94 286.832 324.113 213.684 303.713
internal_count=223821 220287 219437 28983 190454 3534 2639 895 1716 541 923 850 607 354
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=15
num_cat=0
split_feature=119 186 186 151 140 101 189 131 129 195 34 176 82 96
split_gain=117.892 110.492 139.619 126.198 195.2 124.096 119.684 93.4327 87.1214 83.6438 82.6604 63.5983 63.2643 58.4572
threshold=-0.067679836385967432 20.750000000000004 15.250000000000002 -0.045692077656348008 -0.095340491166779534 -0.058125114350713998 36.500000000000007 -0.064561568709275888 1.0159129672582849 0.40135130972563143 -0.16863941633060309 0.16529864340338438 -0.14403326408432091 -0.010562604804843169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 13 4 -3 -4 -5 10 11 -10 -1 -9 -12 -2
right_child=1 3 5 6 -6 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=0.16552199181958574 0.020174061416776537 0.0097167667272879954 -0.001657906740843141 -0.0029659772516382557 -0.02397434793947997 0.034130596812398821 0.016691942190180505 0.034256985750417024 -0.035640216636452338 -0.0045936348570495356 -0.037694289829311167 -0.027882269671770977 0.0059634931568301897 -0.08254045974425829
leaf_weight=30.879423197358847 78.567270486615598 2962.9386402992532 1448.3052842710167 6162.8596703230869 4098.3598136866931 2926.8976639085449 6226.0066193854436 473.2121629412286 2561.5352375535294 1312.3636260459898 372.88072192948312 252.64299218915403 3021.7100541072432 187.97316964901984
leaf_count=276 453 17007 7857 34858 36911 19787 38858 4367 20281 13412 2227 1305 25446 776
internal_value=0 0.00414019 0.018003 0.000831865 -0.00983747 0.0222837 0.00691308 -0.00985392 -0.0191653 -0.0251225 0.00264947 0.0126286 0.00116788 -0.0522636
internal_weight=0 24091.9 4641.74 19450.2 7061.3 4375.2 12388.9 8025.22 4599.75 3873.9 3425.47 725.855 3394.59 266.54
internal_count=223821 156507 28873 127634 53918 27644 73716 67314 39365 33693 27949 5672 27673 1229
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=15
num_cat=0
split_feature=115 136 161 132 180 159 195 170 1 181 66 151 71 152
split_gain=378.179 236.746 219.436 191.839 177.927 165.433 144.607 75.1242 66.5537 38.9209 27.1363 45.0231 22.8547 13.8938
threshold=-0.042320876465374455 -0.043293490112066658 -0.046091359432889147 0.23193545558086051 37.554886211512731 0.15375684387909935 0.32018038629346435 0.053824655096815714 0.61890417522736241 -0.027529123916298748 6.281180190489998 0.55827219628746427 -0.026716670237403786 -0.0678101014104633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -4 -2 -5 -3 10 12 -1 -12 -10 -11
right_child=1 2 4 6 -6 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.075557796886916176 -0.018082599951769914 -0.055135165456251779 0.01124514988077107 -0.22850909681123568 -0.010865051619655676 0.028542704318126264 -0.012745084205276331 -0.019977288644997662 0.051671905161109824 -0.00040725097184055611 -0.051403683717510765 0.097254605173898279 -0.1541411453827693 -0.10299994279274194
leaf_weight=804.47603406838607 909.46026510780212 855.94272261019796 6985.4883101764135 53.427145726047456 7598.8112931813812 4661.5251760929823 74.203819115180522 2096.1082398386206 94.946560093667358 21.292608441784978 184.67012540693395 22.89938169810921 5.7205652534030369 34.733892114367336
leaf_count=78665 5717 12596 36221 372 45721 22732 509 10547 1377 320 7020 711 115 1198
internal_value=0 0.000446615 -0.00530759 0.018154 -0.000274858 0.0209311 -0.103065 -0.0301713 -0.0578504 0.00279549 -0.0672401 -0.0350035 0.0399763 -0.0640101
internal_weight=0 23235 17536.4 5698.62 14584.3 5570.99 127.631 2952.05 1168.74 156.694 1012.05 207.57 100.667 56.0265
internal_count=223821 134415 105085 29330 81942 28449 881 23143 89406 3010 86396 7731 1492 1518
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=15
num_cat=0
split_feature=115 4 13 124 130 151 65 154 169 72 37 187 189 82
split_gain=223.779 346.32 222.337 184.177 160.83 148.394 145.766 130.576 141.909 91.6964 88.754 52.7516 45.3291 36.3625
threshold=0.10763346920451257 0.11309311642416707 -0.30040253379151821 0.57147653982472202 -0.21131874035392298 -0.078992740218055357 0.10901953384681877 -0.20355749516043156 0.71378104727367286 0.077446310112262898 141.80611838129644 0.43614932477990082 44.500000000000007 -0.038163063399900436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 12 13 -9 -7 -8 -11 -3 -2
right_child=5 6 4 -5 -6 9 10 8 -10 11 -12 -13 -14 -15
leaf_value=0.032193180288470027 -0.06115812992564347 0.032434857305216447 -0.03411322720939839 -0.023204266599657998 7.594347294903426e-06 0.08473133520948023 0.12035652084616072 0.00020661077667846956 0.087709845511304271 -0.062011840157091595 0.32330470770497333 -0.02480244887009761 0.17664953752278878 -0.017920244054904434
leaf_weight=3472.5326452013105 248.60963118099608 365.18611130432691 1525.0279350673081 725.53562219301239 14670.602326289983 53.504504648386501 202.90779649908654 728.72643595776754 248.55073730275035 1034.135636848514 24.108851705677807 603.26505821850151 23.178404667414725 893.69356463203439
leaf_count=16972 5096 2254 14473 2908 107906 347 1007 9559 1827 41743 149 6921 136 12523
internal_value=0 0.00434094 0.00211066 0.0226191 -0.00320532 -0.0219989 0.0782523 -0.00437294 0.0224613 -0.0440933 0.141909 -0.0483028 0.0410419 -0.0273305
internal_weight=0 21009.1 20393.7 4198.07 16195.6 3810.49 615.381 2119.58 977.277 1690.91 227.017 1637.4 388.365 1142.3
internal_count=223821 145805 142259 19880 122379 78016 3546 29005 11386 49011 1156 48664 2390 17619
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=15
num_cat=0
split_feature=103 1 136 160 80 64 90 136 19 164 52 169 29 102
split_gain=254.947 249.797 277.381 327.695 237.77 338.923 260.304 216.983 217.939 209.279 170.015 83.1796 113.908 95.788
threshold=0.25536496931119695 -0.12323985383617955 -0.034464583371103093 -0.066140986220682541 0.69309425618011233 0.56726904090726082 1.1753448162426241 0.089127316125867675 -0.45194501266176851 0.051428284319263239 -0.059891402886027144 0.10264718791962485 -0.0018390137412210939 0.57933712094054302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 7 10 -7 8 -2 -9 -6 13 -13 -1
right_child=4 2 3 -5 5 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.05524036223609069 0.1168540901813032 -0.060234191576912954 0.037991691378905873 -0.010979854524038005 -0.064551802608451975 0.03407149743214296 -0.014362747601651977 0.036530775071239467 -0.016408616991389867 0.0061609527243494458 -0.014658483588428337 0.1051665292150753 -0.022806169205335122 0.013744118180732248
leaf_weight=1932.6854289404582 128.80667907791212 770.40044585173018 1920.3744475780986 4736.8215693529928 1176.4688710118644 2126.9984028683975 2319.8628007676452 4759.4267010409385 2597.2171094566584 4336.3910172870383 1628.1553869759664 75.137452793307602 935.91562272538431 224.68369728978723
leaf_count=38191 253 53586 14980 68795 1643 5351 5255 7478 10992 9662 2496 856 3728 555
internal_value=0 -0.0134553 -0.00342719 0.00314677 0.00589083 -0.00836505 0.00880406 0.0146353 -0.0101119 0.0220521 -0.0355875 -0.0369638 -0.0132957 -0.0480558
internal_weight=0 10596 7427.6 6657.2 19073.3 7251.49 4446.86 11821.8 2726.02 9095.82 2804.62 3168.42 1011.05 2157.37
internal_count=223821 180691 137361 83775 43130 14745 10606 28385 11245 17140 4139 43330 4584 38746
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=14
num_cat=0
split_feature=126 126 160 42 56 119 134 124 187 134 152 71 58
split_gain=158.219 152.689 331.089 230.931 167.998 163.346 148.117 66.008 39.759 40.8851 34.6155 13.3154 7.52713
threshold=0.99313603977333653 0.89085451054187315 -0.26920423349083095 -0.031423623887740462 -0.2016206724738602 -0.29331198829089694 0.024868719378963334 -0.083854860717497412 0.05615491977145097 -0.1349602560245878 -0.13010274729069934 1.3991483353349732 -0.16391104777171495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -4 -3 11 -10 -11 12 -2
right_child=8 4 6 -5 5 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.016673971767420002 -0.045525543677059986 0.18533637983135198 -0.070550410652934478 0.067521113603195834 0.082084542491562315 0.002899745684805461 -0.020407735740421224 0.054972459592952355 0.18027088010076558 -0.098889212328065745 0.004551698460767621 0.12553827988565522 -0.097605335581079644
leaf_weight=651.41015530563891 32.1724221133627 43.767507842741907 846.06151935958769 651.66208190843463 262.59253366012126 32845.551791134989 1939.6758319640066 345.00795469339937 9.3987321574240905 52.672572266310453 83.851226741913706 2.8895103931426993 201.97212616330944
leaf_count=2810 289 380 27610 1611 541 166948 19145 1271 10 268 438 1 2499
internal_value=0 0.00206837 -0.0161746 0.0254317 0.00429521 0.00352779 -0.0356367 0.0696486 -0.0625351 -0.0214687 -0.0353571 -0.0878164 -0.0904494
internal_weight=0 37585.7 4088.81 1303.07 33496.9 33108.1 2785.74 388.775 382.957 145.923 136.524 237.034 234.145
internal_count=223821 220316 51176 4421 169140 167489 46755 1651 3505 716 706 2789 2788
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=15
num_cat=0
split_feature=157 74 189 38 34 195 196 158 28 72 25 52 160 94
split_gain=152.71 113.119 113.853 108.145 54.0053 51.9073 39.3676 26.9434 26.5383 25.9564 30.3478 24.5379 21.8595 19.1633
threshold=-0.35214277370302499 -0.16069879336007345 14.500000000000002 -0.078625654211096643 0.093884364039377985 0.28094714205453847 -0.0072193770864283652 -0.30986686005415626 -0.0041493263939576556 0.96277931691858565 0.26856670885695694 3.2179943230195449 -0.15851524062247324 0.013746237016404702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 8 -4 6 -6 -2 11 -3 -9 -11 13 -13 -1
right_child=1 2 3 -5 5 -7 -8 9 -10 10 -12 12 -14 -15
leaf_value=-0.015182516915766598 -0.010813296854497001 0.0078956900230225113 0.033291492633071622 0.0029611341030821494 0.029925901457145639 -0.016391965057885861 -0.043906385183514723 -0.0074255893150977749 -0.087598086433087086 0.38141615433883752 0.030950644911246345 0.42428000921520276 -0.039212415885269622 -0.053015376663311423
leaf_weight=166.4532345343614 604.85047783749178 35.233936095610261 1229.0633867238648 27013.865088893333 359.16947894077748 741.3821949805133 886.08493460249156 92.320835529593751 167.21815314982086 3.8564737029373628 6.8764214031398296 2.1062970384955406 1.9685509959235776 684.26746156439185
leaf_count=7541 6320 278 11833 170956 2291 4603 8084 1405 770 46 61 18 29 9586
internal_value=0 0.00192319 0.0037454 0.00428104 -0.0180782 -0.00127594 -0.030481 -0.0386169 -0.0709787 0.00968635 0.156878 -0.0444403 0.200368 -0.0456129
internal_weight=0 31036.9 28445.4 28242.9 2591.49 1100.55 1490.94 957.849 202.452 103.054 10.7329 854.796 4.07485 850.721
internal_count=223821 205135 183837 182789 21298 6894 14404 18686 1048 1512 107 17174 47 17127
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=15
num_cat=0
split_feature=115 157 165 192 57 76 115 14 136 181 154 97 145 37
split_gain=338.967 219.242 238.252 210.924 136.816 173.724 90.3047 56.3881 36.9063 34.666 32.9777 29.8341 29.6901 26.7583
threshold=-0.042320876465374455 -0.29704771661923107 0.16825120259426693 16.730967771356173 107.22777633930457 -0.18987986472152643 0.19165947911204548 0.51510457153185196 0.40977593765605963 -0.026332948580269366 -0.11590004539401363 -0.091278091107091591 0.59828107054666035 21.008634835682368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 8 -6 -3 12 -2 11 -11 -9 -1 -14
right_child=1 2 3 -5 5 -7 -8 9 -10 10 -12 -13 13 -15
leaf_value=-0.068832396777263063 -0.035525096894086783 -0.042085080157614196 0.019191256606323842 -0.0021833074416026141 0.15545684463599482 -0.047206308019492625 -0.0074719518119656173 0.10839735566187081 -0.075361011021455093 0.09402016630358194 -0.095373932691550339 -0.0043427061642863562 -0.091910108033457463 0.14944623346258365
leaf_weight=905.75814048491884 416.24506246345118 1394.1403766104486 7968.5411252405029 10975.618960582651 73.569722771644592 99.504815784282982 1640.9383395183831 33.030475422739983 527.04256857489236 11.078272613696752 54.041743957088329 81.114279548637569 7.4823809840017956 11.897245628642848
leaf_count=84221 5757 12512 39973 63338 130 359 5616 216 6730 27 2210 2055 627 50
internal_value=0 0.000444401 0.0026402 0.00680754 -0.0427871 0.0389408 -0.0233712 -0.0562654 -0.0577826 -0.00493366 -0.063154 0.0282813 -0.066212 0.0562597
internal_weight=0 23095.6 21979.2 18944.2 1116.36 173.075 3035.08 1104.4 943.288 179.265 65.12 114.145 925.138 19.3796
internal_count=223821 134415 121439 103311 12976 489 18128 89406 12487 4508 2237 2271 84898 677
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=15
num_cat=0
split_feature=151 13 116 52 126 157 114 4 158 74 108 31 13 43
split_gain=207.62 235.736 139.284 173.947 142.745 136.505 136.025 134.416 124.914 123.873 166.818 108.67 98.2518 83.4173
threshold=-0.15990776069109683 -0.20108996895323319 0.028575825703437589 -0.021057146842735932 0.89085451054187315 -0.056942581444011105 4.390638523793144 -0.069689373852106704 -0.13398513126331535 0.44022998605038566 1.7755339095844731 0.56246207764582412 0.055920467282213893 0.73739887010663474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 8 -7 -3 10 -1 -9 -8 -11
right_child=1 6 4 -5 -6 7 12 11 -10 13 -12 -13 -14 -15
leaf_value=0.018752083523332665 0.0035409620462442805 -0.029967541480821133 0.068638099282127024 0.04300148591923017 -0.029521665138487797 0.04693851993039113 -0.020466251339909772 -0.051186025877337005 0.024307367616250963 0.040801375113959114 0.084033681726481638 0.056220811185486858 -0.060221744911157261 -0.02597680948902403
leaf_weight=5938.1634792112745 4434.5656681989785 643.42752139084041 164.8731738277711 1493.2616347670555 1460.3600955400616 236.49029418430291 5945.5725471007172 768.58471522229956 1243.684789613355 234.44811505684629 419.06178850168362 107.35695624805521 694.23805179278133 925.52279577637091
leaf_count=27057 18729 2482 1278 6508 10312 1555 41809 12776 10804 707 1745 2958 78956 6145
internal_value=0 -0.00649401 0.00637085 0.0134813 -0.0195638 0.0127337 -0.0178896 -0.0199604 0.00580186 0.017572 0.0230554 -0.0380221 -0.024623 -0.0124799
internal_weight=0 16080 7553.06 5927.83 1625.23 8629.63 8526.92 1112.43 1887.11 7517.2 6357.23 875.942 6639.81 1159.97
internal_count=223821 170878 36827 25237 11590 52943 134051 17289 13286 35654 28802 15734 120765 6852
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=15
num_cat=0
split_feature=118 97 188 129 190 118 190 177 186 131 13 181 193 139
split_gain=283.348 225.15 254.072 278.337 189.986 81.3096 60.5616 58.345 61.5667 54.4795 42.5946 41.9977 39.221 27.8913
threshold=1.2345021291604474 -0.008107795206766551 0.86435811935604634 1.0163415043056949 2.2732057416267959 3.9876387932542934 0.031658092599921535 -0.29823198915744348 41.250000000000007 0.15719702541657013 -0.41811018273656358 0.46018905991792763 0.042460459547974776 0.42639001407839644
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -4 7 -7 13 -9 11 -8 -1 -11 -2
right_child=5 2 4 -5 -6 6 10 8 -10 12 -12 -13 -14 -15
leaf_value=-0.072726390077804251 -0.31038231524785759 -0.016219854733298952 -0.030492779488811753 0.009783492110323793 0.018858709540196125 0.21083012973735343 -0.068892693773859995 0.040718656865141672 -0.00093393544687921126 -0.044380912643166605 0.072941827529118819 0.056752366088600105 0.033913277303538152 -0.051095628546644449
leaf_weight=632.53575605736114 7.0904330867342678 5597.1857180844527 4333.2961461711675 15558.818646350875 951.29280621558428 30.528529247967526 22.551797294057906 1083.470441381447 527.6980398427695 166.46594971150625 346.41654156078584 26.084246202372015 103.92734212754294 9.9993606007192266
leaf_count=67554 18 55523 7969 68297 1572 122 76 3232 1081 14902 686 290 2468 31
internal_value=0 -0.00369553 -0.00199542 0.00290386 -0.0216089 0.0350456 0.0754723 0.0251268 0.0270764 -0.0520822 0.0642727 -0.0675985 -0.0142881 -0.158672
internal_weight=0 27369.6 26440.6 21156 5284.59 2027.76 399.497 1628.26 1611.17 929.013 368.968 658.62 270.393 17.0898
internal_count=223821 218575 133361 123820 9541 5246 884 4362 4313 85214 762 67844 17370 49
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=15
num_cat=0
split_feature=89 16 182 74 87 129 151 180 89 1 103 26 4 65
split_gain=142.552 159.333 278.05 184.109 269.041 198.829 149.474 137.524 111.486 121.851 101.26 77.2662 105.092 40.5303
threshold=-0.060289125151995381 0.1384757433539536 1.1771146961046071 -0.212584004396597 0.027495090541232007 1.0139366020900127 -0.41000321951572888 41.716867469879524 -0.14980309690915791 -0.095383753737611363 0.80974245272701273 -0.12527953937107064 -0.078490976504912505 -0.13850054659321778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 4 -2 -5 -3 11 -9 -10 -4 12 -1 -13
right_child=1 2 10 5 -6 -7 -8 8 9 -11 -12 13 -14 -15
leaf_value=0.087366326076163001 0.063959055498964718 0.024593518223272 0.057641787231449117 -0.047288625607191576 -0.05028021560905669 0.0057018890148461329 -0.020436599324208278 -0.097832851284808259 -0.097971851763804518 0.098780720887747683 -0.015307094590449986 0.1210350812378708 -0.061249749116612795 -0.087241871490639389
leaf_weight=72.445223678834736 1084.8921844796278 823.65806839056313 772.56498393416405 727.91149021289311 254.51556743681431 25990.686615302111 7018.8780554328114 57.270896187284961 39.110552550293505 161.26245523383841 252.46606776118279 9.5359709595795703 138.63913166848943 462.26407125801779
leaf_count=1179 4120 2787 1670 8728 1756 125394 64695 848 251 1028 582 202 4031 6550
internal_value=0 0.00237905 -0.00930558 0.00607191 0.0422512 0.00425824 -0.0157073 -0.0370452 0.0252089 0.0603768 0.0396744 -0.0605328 -0.010244 -0.0830322
internal_weight=0 36925.6 8867.57 28058 1339.41 26718.6 7842.54 940.528 257.644 200.373 1025.03 682.884 211.084 471.8
internal_count=223821 209732 69734 139998 5876 134122 67482 14089 2127 1279 2252 11962 5210 6752
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=1 82 70 107 151 5 158 70 127 13 158 181 124 187
split_gain=110.875 97.6055 129.612 118.305 110.564 94.6905 70.2338 45.451 35.4417 42.9931 31.4579 23.143 37.6245 11.4033
threshold=-0.37425743952261481 -0.14052255117936113 -0.069254508168762982 0.12881004791303377 0.053561920057380856 0.19086492370956143 -0.18184978953169598 -0.077966402984031111 0.25574995058442679 -0.11211429377204422 -0.30986686005415626 -0.067777549867749601 0.21879526065735636 -0.11606728345934568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 10 -10 12 -1 -13
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.056710237467370556 -0.012617882617072702 0.056816682334181925 -0.0052559271360667383 0.010190823752380783 0.0076268420106466554 0.56000261896582182 0.036054925263131976 -0.044937317362958043 -0.036900779227314801 0.4000712678170561 0.043286253001393799 0.18671723839545901 0.17294280761309688 -0.065358029765718584
leaf_weight=19.910212091403086 927.10809545358643 784.11535009462386 13911.688487170031 1778.5069792466238 12783.470428442582 2.5893736947327843 213.94466993957758 819.97034721076488 169.18940419191495 2.5377938840538254 68.826130549889058 1.8030109112150956 11.117213589139281 385.3267404823564
leaf_count=598 5090 7909 105559 10780 75784 29 2509 4655 2764 18 609 53 398 7066
internal_value=0 0.00152691 0.00297541 0.0244575 0.000913225 -0.0200557 0.0423204 -0.0277866 -0.0399306 -0.00934802 -0.0137134 -0.0575239 0.0255751 -0.064184
internal_weight=0 31221.4 29257.8 2562.62 26695.2 1963.61 216.534 1747.08 658.711 240.553 238.016 418.157 31.0274 387.13
internal_count=223821 212315 200032 18689 181343 12283 2538 9745 11506 3391 3373 8115 996 7119
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=15
num_cat=0
split_feature=167 169 195 180 193 34 13 86 136 86 180 2 152 186
split_gain=313.592 196.947 207.322 359.342 208.364 168.17 96.0396 123.171 57.1613 45.618 44.8699 40.2756 26.5892 168.016
threshold=-0.043379443650630352 1.7697375158738764 0.31205088270162501 37.15595716198127 -0.021200207589899763 -0.0021479231134794987 0.2417383442086623 0.19370304105069816 -0.33025091801796319 -0.099575122461082424 37.070281124498003 0.67626327987537727 0.97879371383886049 28.750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 12 7 -7 -8 11 -11 -3 -1 -14
right_child=1 9 3 -5 -6 6 8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.065717550386425072 0.024322258888311046 0.10251343083928327 0.033887826590666643 -0.0010792322736450711 -0.019336707915450998 -0.032539901827787016 -0.18071205977200333 0.018860577872922495 0.01659140659294895 -0.10674576002870691 -0.0419381105193413 -0.066946185836159189 -0.080409149288992607 3.1936854964776287
leaf_weight=841.29719798540464 1424.5988922372926 36.073307126760483 5015.7065845945617 7097.9656420630636 4698.2751214207383 2762.7345133364433 14.936519174138082 560.84200624329969 867.21197125548497 134.17178628407419 524.2942850869149 22.946915499866009 1.0851649167016137 0.18319626199081529
leaf_count=69904 8652 81 31176 50580 32524 20737 91 3081 4248 339 2219 35 148 6
internal_value=0 0.00379671 0.00581861 0.013399 -0.00917865 -0.0242503 -0.016081 -0.0238662 0.0132507 -0.0475945 -0.0551436 0.036628 -0.0650278 0.392486
internal_weight=0 18954 18236.5 12113.7 6122.87 5048.29 4205.73 3323.58 882.148 717.486 658.466 59.0202 842.566 1.26836
internal_count=223821 125606 122932 81756 41176 98215 28157 23818 4339 2674 2558 116 70058 154
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=15
num_cat=0
split_feature=151 116 5 45 155 166 189 193 114 176 73 116 95 50
split_gain=178.842 176.165 192.559 189.466 112.814 137.65 167.394 105.551 101.039 87.9186 86.7799 86.2122 85.6829 69.0927
threshold=-0.15990776069109683 0.01450077268172755 -0.010238262194877857 -0.040455803309272773 0.034310600565256984 -0.41263593544585381 31.500000000000004 0.36794141350482407 4.9486103999212157 -0.32823811810449416 0.063617342037398064 -0.028003534388680942 0.14528968565756942 0.35586917593244255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 12 -7 13 -6 -10 -9 -4 -1 -3
right_child=1 7 11 -5 8 6 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.084319048597251561 0.0008787530875312892 -0.048407017122721885 0.054379272183081723 -0.034707484448697014 0.058302687819217193 -0.036030019596851752 0.0088285917179041998 0.064259016101391855 -0.10595264492059416 0.019741865642771014 -0.011716058856274409 0.010105112936054957 -0.031677428920655205 -0.013438803083035539
leaf_weight=325.40436601359397 8550.3255423149094 1678.1400082468172 809.28872516460251 1813.4313323630486 855.12613631784916 998.23217257560464 4990.9968213503598 173.68641715613194 58.194946117699146 1271.4025578041328 1118.5044856973691 963.35323793219868 79.174332916736603 851.88677372847451
leaf_count=2522 48564 48005 7362 21015 5847 5841 31379 949 168 7010 11001 12333 176 21649
internal_value=0 -0.00603488 -0.000138648 -0.00534806 0.0118688 0.00516545 0.00135195 -0.0247567 0.0314869 0.0142404 -0.00150407 0.0303182 0.061619 -0.0366328
internal_weight=0 15958.6 12136.4 10363.8 8578.53 6393.81 5989.23 3822.22 2184.72 1329.6 1292.19 1772.64 404.579 2530.03
internal_count=223821 170878 89274 69579 52943 39918 37220 81604 13025 7178 11950 19695 2698 69654
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=181 129 69 13 168 182 51 107 142 126 108 132 120 179
split_gain=223.868 233.593 261.438 284.928 261.986 242.675 221.277 160.308 149.316 128.638 94.1475 94.3638 89.7029 66.0732
threshold=-0.0049451104536888191 1.0187347616272378 0.19489822466944123 0.064911683408640217 25.334883745377763 0.16298448769148025 13.361414746370986 0.054277439854906857 20.54084970110474 0.90828699583620776 1.5791470205071592 0.20769099534353908 0.6517290629184338 0.22055869657834645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 12 10 -7 9 -8 13 -12 -3 -1
right_child=1 5 3 -5 -6 7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.08427810064840778 -0.010893263783869454 0.0035700127735142761 0.026075282535499119 -0.067379322862292645 0.033672346537310154 -0.011704111426357808 -0.062417854115512955 -0.049108011852459235 0.17318933267372102 -0.020762400377886223 -0.0077667336352560835 0.066189655896069746 0.049361683859743988 0.26765226258804142
leaf_weight=99.415860101114959 7195.234232005896 1101.1357365832664 7775.2407021424733 340.52547455625609 1615.2175087390933 5135.5504245758057 1251.2827771953307 1474.9108690114226 33.932196658104658 1819.1483178738272 291.54450388008263 422.61351638706401 699.58163031376898 5.6372176702134302
leaf_count=4136 73258 6850 17666 972 5989 9227 47985 2455 36 49812 1207 1358 2782 88
internal_value=0 0.00243641 0.009205 0.0221541 -0.00272306 -0.0111843 -0.0232332 -0.0200496 -0.0354326 -0.0377381 0.0229959 0.035998 0.0213602 -0.0653933
internal_weight=0 25337.4 16926.2 8115.77 8810.45 8411.18 3923.57 6610.46 3104.36 3070.43 819.211 714.158 1800.72 105.053
internal_count=223821 119199 97885 18638 79247 21314 104622 11682 97833 97797 6789 2565 9632 4224
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=15
num_cat=0
split_feature=126 110 74 47 126 122 73 116 130 27 107 155 130 71
split_gain=134.361 143.585 192.318 266.959 182.922 252.058 210.963 163.487 50.0718 41.5611 39.8628 33.2578 16.1247 0.207141
threshold=0.99313603977333653 0.030099546218958089 -0.10501670230661735 0.11553519409164036 0.89210987452621315 -0.29762888372833723 0.57578705680550368 -0.056514626232959372 0.060002665450056926 -0.13666538668564934 -0.19065082483134163 -0.41615761887494224 0.2878013050755005 0.095978459841089561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 10 12 -2 -11 -10 -12
right_child=8 4 7 -5 6 -7 -8 -9 9 11 13 -13 -14 -15
leaf_value=-0.0061685735744931563 0.14688896790315789 0.069564760035258522 0.0004855882363923623 0.061235725019956291 0.012533875887662072 -0.039181726223048413 -0.007464479021008337 -0.038971231203334088 0.17661837005751893 0.28321543579021785 -0.090711663409798901 -0.080552025869670474 -0.086684520582011357 -0.12651823181515021
leaf_weight=3035.5796155644348 19.798076272010807 245.16844388656318 1703.0684179780073 728.61982910195366 20148.015822674148 1631.6768021159805 7145.7836733954027 2739.0127365812659 9.1668918132781965 2.5335114002227774 7.987001955509184 315.22477264492773 3.1165786995552471 2.0253138765692711
leaf_count=28155 9 487 20160 8064 67860 10344 19325 65921 3 1 109 3288 88 7
internal_value=0 0.00193416 -0.00975148 0.00687859 0.00522156 -0.0249764 0.00729811 -0.0238437 -0.0594639 -0.0706746 0.0646542 -0.0776517 0.109813 -0.0979547
internal_weight=0 37376.9 8206.28 3764.2 29170.6 1876.85 27293.8 4442.08 359.852 330.042 29.8104 317.758 12.2835 10.0123
internal_count=223821 220316 122300 36219 98016 10831 87185 86081 3505 3380 125 3289 91 116
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=15
num_cat=0
split_feature=118 80 94 173 180 102 11 195 96 192 40 166 195 65
split_gain=108.367 113.988 100.925 170.94 95.606 125.505 112.411 208.247 116.317 103.179 64.0536 86.8822 61.6193 50.2662
threshold=-0.17056772976468357 -0.13404542859466537 0.0058299240486069407 0.3019633919892914 31.168005354752346 0.13585095938792538 -0.084803102675696046 0.36531022994552625 -0.025684793779970305 5.7979056461810385 6.0797571329056899 -0.18214555911129091 0.29517587325931338 -0.16735832861059227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 7 -6 -8 -7 11 -3 -2 -12
right_child=4 10 -4 -5 6 9 8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.14888112545812912 0.025163340117061152 -0.035017175374617536 -0.044904991473498392 0.86760661273320039 -0.024184681309702003 -0.049265287909149198 -0.018087152386852347 0.008913241645969204 0.0070723562086668461 0.02001162397923964 0.34352796831282895 0.037587791789441515 0.12571597153439149 -0.042726625573194614
leaf_weight=28.884341778233647 99.577434472041205 368.03493280056864 22.275116054341197 3.7373240403830996 4379.8106659466866 238.6566260792315 2053.7156284120865 3358.7999361153925 17457.963514661882 2167.8158348759171 3.3792991302907458 298.48490422591567 157.08149584732018 1129.1967878206633
leaf_count=156 745 7016 274 50 36204 1399 12619 32522 105732 14756 32 2662 1183 8471
internal_value=0 -0.0227679 0.11918 0.231222 0.00214666 0.0202308 0.000379319 -0.00981914 0.00442417 0.0131412 -0.0270992 -0.00250278 0.086704 -0.0415741
internal_weight=0 1853.99 54.8968 32.6217 29913.4 2663.13 27250.3 7738.61 19511.7 2406.47 1799.1 666.52 256.659 1132.58
internal_count=223821 18661 480 206 205160 18083 187077 68726 118351 16155 18181 9678 1928 8503
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=15
num_cat=0
split_feature=116 157 195 180 180 6 114 139 124 75 180 29 194 76
split_gain=290.13 188.357 241.745 269.93 173.826 123.799 210.106 62.15 60.9601 37.26 27.4708 23.4777 19.2336 15.1243
threshold=-0.047879606521030509 -0.29704771661923107 0.31205088270162501 37.554886211512731 33.264390896921022 0.27882592250873545 11.965813597887559 -0.15945206886585175 -0.30098872211443167 0.00023880444526514505 35.762382864792507 -0.081263212068278565 -0.00022224557382557702 -0.12780832997809388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 13 12 -7 -10 -9 -1
right_child=1 2 3 -5 -6 10 -8 9 11 -11 -12 -13 -14 -15
leaf_value=0.23072779987556077 -0.056890339243910605 0.012045971411065759 0.025280806989828264 -0.0022447913920290857 -0.022209714226072576 -0.024916509870924849 0.10370125580047414 -0.11178166497838292 0.0018038535337427841 -0.070166840178352327 -0.073425985762562165 -0.070452016913319815 0.15888394417785112 0.06372564676146085
leaf_weight=6.0754875652492037 196.78146404982544 2068.5316195597406 6355.6175346623641 8107.2704096083762 5218.121012217598 145.82229291531257 139.02789113391191 3.470327864633874 83.164735790924169 780.91902045882307 585.33334804419428 97.910350202582777 10.783097263192754 50.484911493491381
leaf_count=14 4427 10202 33508 49915 30751 1352 528 58 1594 80151 7313 3748 84 176
internal_value=0 0.000355482 0.00236789 0.00985115 -0.0124852 -0.0406664 0.00959593 -0.0538322 -0.00895909 -0.0672424 -0.0637512 -0.0372661 0.0929841 0.0816643
internal_weight=0 22816.5 21749.5 14462.9 7286.65 1066.96 335.809 1032.81 237.635 795.172 731.156 181.075 14.2534 56.5604
internal_count=223821 137996 124376 83423 40953 13620 4955 85825 5532 80293 8665 5342 142 190
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=14
num_cat=0
split_feature=76 28 125 160 115 117 162 163 152 118 193 192 6
split_gain=174.105 153.595 260.101 241.257 222.947 180.772 176.139 78.6592 58.5019 31.8689 25.417 9.34002 8.05227
threshold=-0.18290721319011233 -0.04236956972059263 0.17451094707340264 -0.36036732928059684 -0.17825062978656683 2.7999440850671942 0.071527371605072068 -0.34916053531586649 -0.33014562858241864 -0.25578276446872722 2.5635841134588326 13.485570561019435 0.062770142750565625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 8 -3 -4 -5 11 -2 12 -11 -1 -9
right_child=1 2 5 6 -6 -7 -8 9 -10 10 -12 -13 -14
leaf_value=0.31223018474663122 -0.02703284194158034 0.050570445513003041 -0.016754535546854084 0.02653351986052311 0.0087776671743281191 0.017496829672738426 -0.043506126072875413 -0.31853017128798022 0.052278358456963131 -0.072359037831325565 0.1597998872526715 0.12328474731658179 -0.16602031875146667
leaf_weight=4.1056316066533309 114.3397628236562 1451.3087794041494 6700.1088240583194 428.4750172123313 10593.310620327829 2001.1307260292815 2216.3386781208101 4.6946423053741482 498.4103705631569 338.50767592713237 4.782398978713899 7.2117703333497047 13.184842215501702
leaf_count=19 586 9927 37314 3534 100644 11742 44288 2 4242 11314 65 31 113
internal_value=0 0.00112667 0.00429648 -0.0190603 0.0138135 -0.00887733 -0.0321593 -0.0677693 0.0374788 -0.075904 -0.0691248 0.191829 -0.206065
internal_weight=0 24003.4 20745.9 3257.56 12044.6 8701.24 2644.81 372.487 612.75 361.17 343.29 11.3174 17.8795
internal_count=223821 212277 159627 52650 110571 49056 47822 11544 4828 11494 11379 50 115
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=15
num_cat=0
split_feature=76 130 86 89 129 169 110 120 133 181 111 71 1 97
split_gain=203.942 227.574 206.336 263.312 244.705 177.146 144.05 644.512 102.247 95.011 84.1872 106.463 82.2641 51.3539
threshold=-0.018792882965337092 -0.49205658326346352 0.43272191251700903 0.31055528671110982 1.015208578681295 0.66947194303315016 -0.67290020568967812 4.7950872995948322 0.035161277529594824 0.0045006447510836326 0.016034458613183391 -0.10814052707925448 -0.28665886576902688 0.23971611342104671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 4 -4 -3 6 7 -1 -8 13 11 -7 -12 -2
right_child=1 2 3 -5 -6 10 8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.21684573043588845 -0.078935536471288259 -0.03671046741354736 -0.035782028648288465 0.00016272574648182271 0.012893111028735322 0.62282625780950751 0.020188902152841814 5.0472474915843248 -0.045112355383606084 0.095759613825313741 0.079910724502830224 0.091728747048356638 -0.005543364525366308 0.08555351322968352
leaf_weight=4.970082407584413 55.127120652701706 1077.0424195852829 2787.6233855551109 7578.445365877822 12981.129939091392 4.1837979499250642 267.21272432722617 0.29248164547607292 2335.3579152945895 360.20919025386684 122.62136942520738 38.575821045553312 1385.8144538025372 28.946291329339147
leaf_count=350 1224 16769 5769 16847 93655 38 12231 4 66961 1193 218 450 8008 104
internal_value=0 0.00249043 0.00120023 -0.00950347 0.00909282 -0.0214338 -0.0373509 0.485309 -0.0384077 0.0734183 0.00532556 0.143694 0.00140323 -0.0223023
internal_weight=0 24868.5 24424.2 10366.1 14058.2 4159.03 2607.83 5.26256 2602.57 444.283 1551.2 42.7596 1508.44 84.0734
internal_count=223821 135561 133040 22616 110424 88260 79546 354 79192 2521 8714 488 8226 1328
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=15
num_cat=0
split_feature=191 6 118 163 11 189 125 16 131 62 183 128 123 48
split_gain=130.738 171.752 158.674 142.71 169.315 107.185 119.96 87.8236 107.973 84.5734 64.2973 59.5424 40.9553 31.6822
threshold=2.7385566629752791 0.2544981082534416 1.5677433474961728 0.26012178435120314 0.19468123382904953 100.50000000000001 0.87078651685393271 -0.22369424630816012 0.12940631976184092 6.4802300812526479 1.2883705521008768 0.83339991866173202 1481.5000000000002 6.8393673906919039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 6 -3 8 -4 -5 12 -7 -2 -9
right_child=1 5 7 9 -6 11 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=0.0010429146329994296 0.036256576823463331 0.113257031099808 0.11645244972425398 -0.026444020796256421 0.029882689973181088 -0.044648395947688435 -0.050352250302264492 -0.098587345446484287 -0.055769179901859978 0.076139937864495771 -0.091620230668336189 0.17375782629867134 -0.11871956220496149 -0.047789145161536976
leaf_weight=31559.040060164989 119.3348333761096 388.27151769399643 67.688369734212756 2233.5919423990417 2176.0488555270713 95.459737790748477 50.662283331155777 173.48082418506965 78.762518944218755 83.366073116660118 97.997335402294993 14.36006525158882 19.895086400210857 420.08343559410423
leaf_count=148507 140 909 289 41485 28493 639 125 725 327 306 168 18 37 1653
internal_value=0 0.0415312 0.000313476 0.00125435 0.0029032 0.0722666 0.094373 -0.0455241 0.0238302 -0.022753 -0.0295658 -0.0160895 0.0141115 -0.0626359
internal_weight=0 785.981 36792.1 36052 33735.1 548.754 438.934 740.015 146.451 2316.96 237.227 109.82 139.23 593.564
internal_count=223821 2036 221785 218791 177000 1691 1034 2994 616 41791 345 657 177 2378
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=15
num_cat=0
split_feature=77 154 195 60 34 38 154 129 195 8 15 180 68 134
split_gain=94.2386 172.223 114.925 131.244 201.911 124.729 122.471 111.152 101.299 131.503 125.216 99.5333 98.2723 62.5617
threshold=-0.048716629819115599 0.043231397137578925 0.37823362668271465 0.21970218202875921 0.23350959554988629 -0.073094085594354985 -0.20042975886307132 1.0105888055724039 0.36010035971064913 0.26693620814426205 1.482838622793955 39.774431057563596 -0.0066427249966585821 -0.058263049682864242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 11 -5 -4 -7 13 10 -10 -3 -1 -9 -2
right_child=1 8 5 4 -6 6 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.0063911858353793358 0.32271216783879136 -0.018385113274856969 -0.1709600441114929 0.016677086305042176 0.14465163652702856 -0.030467218604288939 0.010577789363182308 -0.027553067380481647 0.024783637222830297 -0.013847285569177969 0.012881604864714957 0.041847827565466983 -0.0064923468639247767 0.071219487794481381
leaf_weight=4127.1150078517385 11.700487704016266 2643.949116737349 44.890880645252764 320.63145983731374 200.30441264761612 1091.5302619459108 2176.5670886386652 2900.1006487990962 4123.3158275391906 1120.6805970706046 2484.3707254818873 979.65407819952816 9386.4841262488626 63.973641434218735
leaf_count=24075 81 20481 106 1478 2481 10500 11443 33107 36806 5578 23746 6537 46888 514
internal_value=0 -0.00274688 0.00937153 0.0180704 0.0658844 -0.00540514 -0.00313106 -0.0107193 0.00675507 0.0165279 -0.00323822 0.013193 -0.0114635 0.110104
internal_weight=0 22734.6 8940.69 5627.7 520.936 3312.99 3268.1 12362.3 10372.3 5244 5128.32 5106.77 12286.6 75.6741
internal_count=223821 167201 56620 34571 3959 22049 21943 80590 86611 42384 44227 30612 79995 595
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=15
num_cat=0
split_feature=115 106 68 108 180 155 130 130 124 52 163 52 110 142
split_gain=267.161 195.413 192.387 168.134 148.495 147.326 146.233 41.742 41.1537 44.6727 29.5546 36.5924 23.1051 7.05945
threshold=-0.058689396685485472 -0.041474138809848252 0.098296629418191908 1.759037177079769 37.781124497991975 -0.089148754528118601 -0.19213022328999546 -0.3747954953705695 -0.26661617776213603 0.19626069299531115 0.39134067102327041 -0.099451341830555998 -0.35963382624233747 0.0041490623553033833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 6 -4 -5 -3 -2 9 12 -10 -12 -1 -11
right_child=1 3 4 5 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.084342916547114247 0.041320665875857691 0.013958221504006907 0.018654976704374052 0.059332101442951951 -0.032431907774229392 -0.059448611154780499 -0.0046545053582837661 -0.064460438563895092 -0.073951624157554283 0.15230788928148276 0.1739314865442585 -0.042847832814100366 0.091678703836814923 0.058177674703098106
leaf_weight=44.770131113240495 38.875514690997079 6425.0212598015787 1140.1011025961488 842.30849124863744 1135.8005579242017 119.19790053553879 12305.536604141351 922.9041917839786 630.91806334507419 11.652617543935774 10.608168981736524 29.27686883311253 8.9475651194807124 25.192153999581933
leaf_count=888 976 36490 4065 2663 9225 1011 62971 26826 76124 21 163 2203 120 75
internal_value=0 8.03934e-05 -0.0226866 0.00382365 -0.0068402 0.0446069 0.0017301 -0.0601847 -0.0601316 0.00314329 -0.0686741 0.0148087 -0.0550236 0.0879475
internal_weight=0 22929.7 3237.68 19692.1 2275.9 961.506 18730.6 961.78 761.366 90.5625 670.803 39.885 53.7177 36.8448
internal_count=223821 144227 41092 103135 13290 3674 99461 27802 79594 1104 78490 2366 1008 96
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=15
num_cat=0
split_feature=139 114 189 130 117 131 119 17 152 14 78 165 73 152
split_gain=179.615 135.944 189.891 161.645 145.671 119.692 115.633 71.8435 19.8023 21.8619 23.7664 8.15776 17.5581 5.992
threshold=-0.15464796615543075 4.2979950504152962 28.500000000000004 -0.38281255006822029 1.5904528199146644 0.60775227509716745 -0.097982694641137805 0.33737987812270059 -0.19392585889554656 0.21378711149548621 0.029964194328450766 0.2277533522455932 -0.032450259627363157 -0.1913148728404096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -4 -5 -3 -2 9 10 -1 12 -10 -13
right_child=1 2 4 5 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.042038313214802767 -0.071104994709493038 -0.10896950435712403 -0.0066254766550589792 0.024805691982525163 0.012122561580799491 -0.03425406696536961 -0.025934554641585436 -0.31142674627589484 0.019900912323916466 -0.068947467161965023 -0.051685662612295229 -0.19964755162784831 -0.068341553175356354 -0.076113404208027258
leaf_weight=60.784720939351246 97.997808131622151 230.2576398224337 11855.231126018334 4117.5861821963917 6371.8999480408384 374.34544600709341 617.40359390398953 14.248038684716446 29.879034626414068 78.012311234895606 48.759040822973475 3.9866309356875709 91.910503825405613 260.02317955234321
leaf_count=1328 239 1391 82054 25501 45643 1082 5192 13 2844 7996 650 140 5654 44094
internal_value=0 0.00149945 -0.00222314 0.0169219 -7.14763e-05 0.0198838 -0.0484901 -0.10161 -0.0551446 -0.0284907 0.00032082 -0.0681024 -0.0466927 -0.0779788
internal_weight=0 23679 19074.8 4604.18 18227.1 4491.93 847.661 112.246 573.355 187.556 109.544 385.799 121.79 264.01
internal_count=223821 161115 134280 26835 127697 26583 6583 252 62706 9974 1978 52732 8498 44234
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=15
num_cat=0
split_feature=118 156 117 180 193 194 151 127 25 64 36 126 110 159
split_gain=238.72 224.586 299.382 328.168 194.318 302.782 206.72 120.892 101.202 140.611 119.993 107.356 76.8163 69.1209
threshold=0.86487457214777053 1.2872962090540991 3.8623393839518969 37.070281124498003 0.028560142085737972 0.21119627256565396 -0.36066159108940804 -0.30380440870487152 0.050383802469693956 0.061012918653852492 1.4725103170971539 0.92482733919515214 0.61644047921844891 0.18270402545617773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 9 10 -2 -10 -13 -11
right_child=8 4 7 -5 5 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.013848362107997114 0.017551697361605972 0.068681662592589898 0.08959841532207323 0.024425547739897857 0.01519485568206924 -0.02105644662251217 -0.038993405018894783 -0.034063062918669833 0.041399971864082875 0.014136366429576911 0.26520125273800166 -0.011731415881354103 0.031517451098375691 0.14720547113226809
leaf_weight=3272.6214286722243 29.15346515015699 188.25878807646222 82.304849250940606 7101.3111100663664 3961.4951980669284 5506.6778925105464 3370.6448729549302 2002.1164249347057 1201.6347257965244 216.13482457445934 59.487045574234799 1210.7938421082217 621.47300636721775 47.63892304059118
leaf_count=15680 385 2977 303 21999 21978 13214 132661 5356 4376 482 684 2650 982 94
internal_value=0 -0.00419654 0.00540273 0.0123514 -0.0133767 -0.00588886 -0.0332976 -0.0291802 0.0240634 0.0747864 0.18375 0.0181715 0.00293785 0.0381693
internal_weight=0 25485.4 12458.4 10373.9 13027.1 9468.17 3558.9 2084.42 3386.32 352.414 88.6405 3033.9 1832.27 263.774
internal_count=223821 214168 43338 37679 170830 35192 135638 5659 9653 1645 1069 8008 3632 576
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=15
num_cat=0
split_feature=127 77 92 141 86 158 2 105 139 63 175 43 19 30
split_gain=129.816 142.378 177.742 217.186 190.877 123.888 147.152 116.509 94.2415 94.4313 82.443 79.8861 83.214 66.3127
threshold=0.81649292718788613 1.8251209213100958 0.18975534474205427 11.242424427671201 -0.029654933654179826 -0.31382218390839317 -0.28600322604244899 2.6620531946726884 -0.31142575880398266 0.18107246440755245 0.35146888836406492 1.4705438603406711 0.42337197576355429 50.795074710636825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 11 -9 -10 -7 12 -2 -13
right_child=7 5 3 -5 -6 10 -8 8 9 -11 -12 13 -14 -15
leaf_value=-0.023863438102629145 0.045436372572791185 0.032805140446437835 -0.028929493288936681 0.00026482152682163047 0.0062376631137275301 -0.06849160572140621 0.1331749574352572 0.35237699992652338 0.037344516642514466 0.13254943248289436 0.017430666784740485 -0.088256038362378483 -0.15151859699782033 0.067628720296169578
leaf_weight=2328.3923345837975 245.89754446223378 805.31458642706275 4455.5690815076232 5952.5649011037312 22119.27508853469 162.08819185942411 178.43471605330706 10.804038673639296 569.74167000688612 127.49721833691001 359.02014480438083 142.30533643998206 23.502006098628044 33.763812810182571
leaf_count=62054 247 1663 12335 22668 121642 377 209 15 878 172 1113 334 34 80
internal_value=0 1.17139e-05 -0.0012885 -0.0122328 0.00337084 0.0301276 0.0510104 0.0340866 0.0592951 0.0547537 -0.00929503 -0.00598067 0.0282543 -0.0583629
internal_weight=0 36360.7 34855.8 10408.1 24447.7 1504.86 983.749 1153.51 708.043 697.239 521.108 445.469 269.4 176.069
internal_count=223821 222061 218699 35003 183696 3362 1872 1760 1065 1050 1490 695 281 414
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=15
num_cat=0
split_feature=76 76 154 73 33 195 195 195 49 28 19 124 81 161
split_gain=103.739 105.601 142.511 107.933 104.955 107.856 97.5445 93.9732 67.1181 54.3793 75.3372 40.3839 38.6483 0.000179604
threshold=-0.32227677501239599 -0.051451594210281122 0.019406914908357102 0.0062361634976687173 62.197963916087176 0.37947015429392977 0.48839100447185385 0.36010035971064913 1.26399286676672 0.5612377463515682 -0.21173306330500821 -0.023540618260049991 0.075267010246319807 0.2404181354916762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 11 10 -10 12 -1 -11
right_child=1 2 7 -5 5 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.13547387281117002 -0.043189314647927954 -0.024494547025658758 -0.0035815028504010168 -0.0036157122642058817 0.022452507576312102 -0.0022826234313524456 0.074163642427168511 0.014673247192640064 1.1555556424636604 -0.082515629417468928 0.21568569382369165 0.21012519259383697 -0.074632192901236696 -0.081246836080710427
leaf_weight=9.0128430649638158 556.43203429947607 3605.9392983620055 5571.488727196469 7901.0767761541065 5124.9858719974291 2687.1521028061397 81.160729938652366 5710.3062332161935 0.97017116378992696 1.5795700401067723 7.0526595488190642 5.2846993878483763 305.95177834294736 3.7987961871549487
leaf_count=99 3351 31060 47475 43772 31205 18725 635 45799 29 10 133 20 1430 78
internal_value=0 0.00121206 -0.00232831 -0.0101585 0.0107604 0.0139443 -0.0282512 0.00565818 -0.0548452 0.164408 0.329341 -0.0640201 -0.0686199 -0.0816195
internal_weight=0 31238.5 22788.8 11507 8449.73 7812.14 637.593 11281.8 333.651 13.4012 8.02283 320.249 314.965 5.37837
internal_count=223821 222022 168106 74832 53916 49930 3986 93274 1799 250 162 1549 1529 88
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=15
num_cat=0
split_feature=167 61 154 151 128 4 184 76 108 82 60 151 84 64
split_gain=254.189 178.078 183.147 188.894 139.168 128.041 120.604 117.942 112.964 85.9649 33.4595 15.7164 40.7757 15.6835
threshold=-0.24167835467016704 -0.012516849696188635 -0.28216351838261861 -0.14121930786818107 -0.24428931315362792 20.374833359037702 -0.12192971925796227 -0.19729170919648961 1.7755339095844731 0.45312995537743989 0.09249474145309082 0.85879141847202545 0.0055934740505674827 -0.080777063593294007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 8 -3 -6 9 -2 10 -1 13 -13 -9
right_child=1 2 3 -5 6 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=-0.071840510806139901 0.038771604973040531 0.019367621020558431 -0.036157626921943541 -0.0053829871845091576 0.056280586640734459 -0.11276161467177526 0.0016397262738017068 -0.00036069387176634003 -0.24118695294845371 0.21779048445024451 0.12969495149307117 1.8244635794474744 -0.080860398412452322 -0.073813327306046977
leaf_weight=30.733020581305027 1757.7046623599017 2780.4219341529533 2591.8694847289007 8653.6751829680288 430.88891587639228 75.328723518177867 6460.6493110100855 30.380883487756364 14.532044110936111 24.534583270549774 11.254691752605138 0.15732018603011866 0.39269111026078463 673.13180707016727
leaf_count=75 12598 13098 17909 75193 2575 160 56096 2422 154 37 32 4 55 43413
internal_value=0 0.00019969 -0.00673289 -0.0124759 0.0114833 0.0158823 0.00505611 -0.0581981 0.036476 0.0690776 -0.0178195 -0.0702236 0.464121 -0.0706413
internal_weight=0 22765.1 14101.3 11245.5 8663.77 2855.75 6891.54 770.585 1772.24 66.5223 41.9877 704.063 0.550011 703.513
internal_count=223821 177783 106360 93102 71423 13258 58671 46038 12752 144 107 45894 59 45835
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=15
num_cat=0
split_feature=67 184 110 29 13 142 13 106 4 135 159 196 82 184
split_gain=183.549 175.134 245.376 200.844 150.301 151.021 140.087 185.915 170.646 131.117 124.286 103.335 91.2316 74.7208
threshold=-0.097363574926195753 -0.0061411968494121697 0.24764180966204963 -0.035795341815633486 -0.22150160309168612 -0.0069851685965548671 -0.33131231976777048 -0.35890842017298091 -0.03575673326891611 0.020744465662969638 0.067335541618749425 0.2135613555157598 0.58931739904537184 0.37709114664723825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 7 -1 10 -6 -8 -4 -9 -10
right_child=1 2 11 -5 9 -7 8 12 13 -11 -12 -13 -14 -15
leaf_value=-0.039868259171181093 -0.016328929423578525 -0.024211035957523188 -0.028128893105573129 0.021317642948641718 -0.013948785323174666 0.040587585113315741 0.065568961761922062 0.08635384031227071 -0.084342801121236807 -0.047922531521158829 0.0078709230770544602 -0.00043541566421161581 -0.009474392257039263 0.043397093065089182
leaf_weight=179.8684719116427 1139.4344049883075 1139.1273637714912 2520.1915492368862 6484.761575884826 3221.9961724725435 788.99652115115896 438.90902282204479 690.46605757623911 255.11531140364241 1754.6142815320636 2498.9519811213249 2895.3490775109967 116.04492332041264 55.809347134549171
leaf_count=537 5213 19506 16053 55515 61078 3669 3794 4897 1244 20496 13682 17475 447 215
internal_value=0 -0.0038658 0.00295331 0.014515 -0.016743 0.00695784 0.0190563 0.052063 0.00903497 -0.025927 0.0164909 -0.0133229 0.0725656 -0.0614142
internal_weight=0 19944.5 13039.4 7623.89 6905.04 1928.43 4235.17 986.379 3248.79 4976.61 2937.86 5415.54 806.511 310.925
internal_count=223821 199005 108549 75021 90456 8882 24816 5881 18935 81574 17476 33528 5344 1459
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=15
num_cat=0
split_feature=134 72 189 195 165 110 157 8 130 19 8 97 142 109
split_gain=190.671 203.604 181.826 301.419 167.18 103.822 93.1834 86.8068 65.3958 61.6626 55.9945 20.847 14.9647 33.9949
threshold=-0.03077873531526187 1.0248136159082504 35.500000000000007 0.23049502362980537 3.0140846357803888 0.45176642066684941 -0.44895709000489664 0.26693620814426205 0.14407459398256198 -0.019651770546037919 -0.30180219106176437 0.61061087841634487 1.6094729010622009 -0.05415764559929518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 10 -10 -11 -1 -14
right_child=1 5 3 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.071203971262000995 -0.0100311796390817 0.092462865832063479 0.073452805981002497 0.0066555291585771031 0.11103939352004238 -0.025152370723267065 -0.054557903363709706 0.033555374851409268 -0.076194193006824465 -0.060256801748692357 0.031963687486818763 0.12595072621550105 -0.091000958849725061 0.34804675721200501
leaf_weight=486.90477103297599 8503.0693429296371 44.854717832058668 705.25504466565326 16034.848806083901 115.60380568355322 791.97247592778876 1108.5088931629434 369.30948977917433 59.357346564531326 246.28342226077802 247.25280325277708 6.1628800705075255 4.7995574765373021 2.7879795758053652
leaf_count=54314 65224 66 2512 78395 246 1169 2265 764 2426 10323 5927 7 170 13
internal_value=0 0.000802428 0.00339386 0.00946968 -0.00840724 -0.0275888 -0.0488402 -0.0064822 -0.0425415 -0.0191101 0.0110252 -0.055711 -0.0690324 0.0703236
internal_weight=0 27673.4 25358.8 16740.1 8618.67 2314.65 1153.36 1161.28 1053.55 559.056 306.61 252.446 494.492 7.58754
internal_count=223821 150641 146377 80907 65470 4264 2331 1933 73180 18683 8353 10330 54497 183
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=13
num_cat=0
split_feature=129 170 1 72 137 98 187 95 96 127 88 149
split_gain=123.861 122.1 181.197 358.203 150.946 175.018 147.052 136.667 33.7033 29.2596 20.0141 5.44729
threshold=1.0245748931830738 -0.063153426023197706 -0.15791268799867872 0.91709376408645416 -0.0046280565457006003 -0.017727232186459833 -0.072014840793874602 0.51050808222826005 1.6339801252579302 0.029214518390360936 0.01674888882066106 0.35906294497776353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 5 -1 -6 -3 9 10 -2 -11
right_child=8 2 3 -5 6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.020945789877959656 -0.11585122491600607 0.012048473985759664 -0.016008779014379481 0.056823598779276466 -0.027924442115096877 -0.016700721589884542 0.023419852752578671 -0.01085009698228236 0.051882642097600178 -0.095848322781696998 0.1203311543688205 -0.034222513755436022
leaf_weight=1926.5485355916899 5.2235709251835969 9211.9220852963626 11111.928674194845 718.9659184794873 610.05927495961078 3439.7642035195604 6513.2232563965954 3634.9127470520325 20.835801817476749 192.82129763369448 11.458137401379643 15.496228294214232
leaf_count=21966 53 22333 117463 2902 2512 22275 18510 13139 29 2438 11 190
internal_value=0 0.00142399 -0.00265356 -0.0115827 0.00948067 -0.00318533 0.0190226 0.0055695 -0.0697919 -0.0810594 0.046375 -0.0912641
internal_weight=0 37167.3 24677.7 11830.9 12489.6 5366.31 7123.28 12846.8 245.835 224.999 16.6817 208.318
internal_count=223821 221100 155837 120365 65263 44241 21022 35472 2721 2692 64 2628
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=15
num_cat=0
split_feature=157 119 180 13 195 81 129 77 157 182 100 188 133 13
split_gain=119.557 91.5167 105.249 129.797 116.843 78.2544 64.7558 63.2532 27.0003 18.4792 33.0169 24.5504 11.3194 24.322
threshold=-0.35214277370302499 -0.086218075222201221 34.264390896921022 0.36124449085575205 0.2289635042752298 0.15683865045408421 1.0167474830060594 -0.20680873232882743 -0.44008793154397435 -0.040576472707536372 0.039804553492719989 0.076923076923076969 0.079941026273454549 -0.16505721794965136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 10 -10 -11 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.0020582021158713011 0.059037292312392659 0.026051976164004606 -0.028583856768151741 -0.0095777091415292382 0.0029535078502570772 -0.0061294417723591673 -0.039360183058088895 -0.0031547908597414861 0.33730849820400755 -0.053123960033963351 0.011215830367817214 -0.012374008706626536 -0.069028749421068722 0.71467352877535295
leaf_weight=10.688962359679861 171.9748445590958 3934.9618235635571 1255.9067477514036 1381.3801923431456 18183.106226482661 1110.3486114791594 1242.7239677226171 3332.5245836460963 3.309631605166941 259.77856951090507 50.204954807180911 343.11748799448833 227.61905965290498 0.50141548085957666
leaf_count=503 1463 24692 6031 7222 118308 7871 8401 31147 168 5904 1776 5463 4858 14
internal_value=0 0.00166623 0.00432587 0.0167941 0.000915956 -0.00957396 -0.0236795 -0.000102865 -0.0354088 -0.0249337 0.0313832 -0.0299325 -0.0642014 0.0339889
internal_weight=0 30612.9 24755.4 5316.34 19439 5857.57 2353.07 3504.5 895.22 656.411 53.5146 602.896 238.809 11.1904
internal_count=223821 205135 156253 31914 124339 48882 16272 32610 18686 13311 1944 11367 5375 517
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=15
num_cat=0
split_feature=115 70 116 179 77 142 57 89 125 130 166 195 168 16
split_gain=235.005 174.751 181.669 186.044 154.755 131.613 117.119 79.5083 39.3115 28.2476 24.5465 26.8075 19.9206 10.1937
threshold=-0.058689396685485472 -0.02588587650147376 0.36300019912827924 1.5217019985974198 -0.04252152710164437 0.22518991444532163 3.7708108348903244 -0.026228775863427724 -0.26383254880305279 0.043246618091995474 0.44191326184143126 0.63938206323909896 5.1620305277934841 -0.40875875765844621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 6 -3 -2 -6 9 12 13 -12 -1 -10
right_child=1 2 3 -5 7 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.086485634421844232 -0.056022841376140768 -0.010596157199407588 0.014902751793330119 -0.042464680104899788 0.061049253033292596 -0.043100220285071336 0.0055478258393858327 0.020836216567688436 -0.0085028122327957638 -0.099851579420663944 -0.046679673827170809 0.14679333587699175 0.058391602936333324 -0.075134586792393987
leaf_weight=11.383545149699783 322.99299400346354 6238.7583924258943 4314.7457581628114 650.54082764033228 671.34377407375723 1556.5252873857971 7102.0320444363169 1837.1851829910884 23.949714263144415 20.363981670234352 21.750777966808528 10.677294287248513 57.079677564790472 555.54899971099803
leaf_count=337 1755 58168 20238 2507 4102 6966 37875 12616 3600 390 1472 70 366 73359
internal_value=0 0.000178637 -0.00756368 0.0073866 0.0101244 -0.0170864 0.00286947 0.0315982 -0.0586189 0.00354717 -0.067643 0.0170234 0.0343025 -0.0723808
internal_weight=0 22694.1 12760.6 4965.29 9933.55 7795.28 7425.03 2508.53 700.754 88.8272 611.927 32.4281 68.4632 579.499
internal_count=223821 144227 87879 22745 56348 65134 39630 16718 79594 1093 78501 1542 703 76959
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=15
num_cat=0
split_feature=156 128 180 91 104 126 73 86 185 113 186 186 54 154
split_gain=148.162 140.821 140.913 205.666 141.778 124.424 117.505 94.1704 73.5862 55.1316 54.1014 39.9817 44.2895 43.2475
threshold=3.1919047905934645 0.63975605742203878 39.935073627844723 0.0659887144841797 0.50697953865867429 0.97377478066603362 -0.050259319317122526 0.16515177543818566 -0.0032531484551468477 0.15566418401835538 99.250000000000014 56.750000000000007 359.18586781363888 0.081336894136835633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 9 -3 -7 10 -2 13 -13 -8
right_child=6 5 4 -5 -6 8 11 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0015789776312379511 -0.0085777305855079446 -0.091479067708129996 0.022148014640688156 -0.048895420607222143 -0.015749296069774595 0.10317840449944676 -0.070623033415054756 -0.02484346762578632 -0.0079543780925927666 0.075196620960163565 0.73607478399052906 -0.020238221345912827 0.29346665682857326 -0.029160724350833556
leaf_weight=13170.000106546795 642.4349317898741 326.71220182930119 5888.4220493965549 859.987519407121 1185.9963654712774 89.366065992973745 561.74382951739244 604.45597776887007 178.77022027259227 92.300162951927632 0.97715038433670898 12.549702362855898 7.016767716035246 455.59941174119012
leaf_count=70801 32384 892 32184 12613 11818 533 35523 2468 814 1642 19 206 89 21835
internal_value=0 0.00239325 0.00428744 -0.00151492 0.0157947 -0.0309392 -0.0276445 -0.0482234 0.0290846 0.00292136 -0.00744683 -0.0493316 0.0922601 -0.0520549
internal_weight=0 22303.7 21104.4 14030 7074.42 1199.3 1772.62 931.168 268.136 735.712 643.412 1036.91 19.5665 1017.34
internal_count=223821 132123 127416 83414 44002 4707 91698 3360 1347 34045 32403 57653 295 57358
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=15
num_cat=0
split_feature=73 126 19 195 2 193 166 192 146 73 107 25 63 2
split_gain=183.223 221.421 232.598 201.415 272.303 214.345 185.479 181.904 141.702 135.007 127.235 123.148 106.761 92.9326
threshold=0.10641003272243453 0.9625650909490655 -0.25210917857448428 0.22162928980237653 -0.070849256391941534 0.029951462513459048 -0.07737244868210845 15.901997075851172 0.016362349902995257 1.0921499010076412 -0.20243628182548049 0.10412721040471924 0.41824747220621356 -0.065654439684146346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 12 -6 -4 10 -10 -3 -2 -5 -7
right_child=1 8 7 5 6 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.060000017330161498 -0.0026265455129944834 0.034024858407028402 -0.021986508527785251 -0.056088362924397173 0.13487894099007011 -0.025437557540791984 -0.0030365059608408549 0.0067501177799318178 -0.055110860252139626 -0.0015233584655215588 -0.022905208207530489 0.042887897746319778 0.068251785403835794 0.013729056648272835
leaf_weight=201.54239970666822 788.4197840532288 716.8891716459766 2606.7137641424779 1807.5914621669799 253.58374990953598 1242.6929755749879 158.4422833325807 14215.30126995407 1375.9757943302393 714.15093716792762 867.78562126704492 2416.5286720993463 71.796733036637306 1182.061247481266
leaf_count=3489 3517 1328 12496 118301 1553 13521 6340 42020 2902 898 2044 5247 280 9885
internal_value=0 0.00286087 0.00700113 -0.0183495 0.0352519 -0.0259906 0.0818443 0.00229713 -0.0197028 -0.0368012 0.00284932 0.0316913 -0.0513383 -0.00634394
internal_weight=0 23701.8 20027 4917.71 613.568 4304.14 412.026 16822 3674.8 2090.13 1584.67 3204.95 1879.39 2424.75
internal_count=223821 70452 63280 153369 11382 141987 7893 54516 7172 3800 3372 8764 118581 23406
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=15
num_cat=0
split_feature=109 122 73 103 95 52 95 85 81 17 73 86 112 99
split_gain=116.887 112.947 149.246 116.318 231.286 204.664 77.0943 74.9143 105.911 66.3332 52.0493 37.7099 5.03088 3.93329
threshold=-0.41960446595997108 -0.41580495332593809 0.90699536283879933 -1.0000000180025095e-35 -0.00080684721168566007 -0.049514852315541334 -0.004111152862283648 -0.27341557691790191 0.038600278586809679 -0.53002703344130575 0.17315278926396729 -0.099575122461082424 -0.50961150568946922 0.62548682062784988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 -1 11 -10 -9 -11 -4
right_child=1 3 13 5 -6 -7 -8 9 10 12 -12 -13 -14 -15
leaf_value=1.415592053677466 -0.03458321678515637 -0.0010385098067671409 -0.11677284660908821 0.010012525906231046 0.031476930393507539 -0.0085481953275607665 0.10458055544092398 0.45508101869416617 -0.082575261836411146 -0.036403411354220962 0.38402562236119869 -0.085096986544795417 -0.088765900116601362 -0.058246421666792586
leaf_weight=0.66694644652306934 46.917233924381435 6268.3416029809741 36.125774327665567 8818.8554149616975 3360.3597076457227 18204.573756450554 262.70904925651848 3.6260355510748923 5.6943058555480075 19.97835158649832 4.120743989944458 2.0080362416338167 224.93033410492353 16.833617608994246
leaf_count=3 517 81390 39 25504 22989 84175 320 13 283 655 2 69 7836 26
internal_value=0 0.00142104 0.0569595 0.000871623 0.0103092 -0.00249107 0.0834933 -0.0657324 0.196183 -0.0766901 0.113322 0.262556 -0.0844944 -0.0981697
internal_weight=0 37014.7 362.586 36652.1 9628.7 27023.4 309.626 261.025 10.482 250.543 9.81505 5.63407 244.909 52.9594
internal_count=223821 214960 902 214058 104379 109679 837 8861 288 8573 285 82 8491 65
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=15
num_cat=0
split_feature=157 76 77 91 41 5 44 130 58 160 193 183 157 57
split_gain=105.188 93.9576 93.3039 251.652 98.7441 65.5485 69.381 28.3967 26.5964 41.3648 24.1457 65.2498 11.734 0.00182385
threshold=-0.38339307070233902 -0.32227677501239599 -0.097389568456265688 0.0099658037713433005 -0.077681510515286392 0.23964969763764657 0.15231100815749041 0.23904867562191565 3.7559965510460351 -0.14335963558398793 -0.045788324618130878 0.97689745155738172 -0.44008793154397435 21.662272038160761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 10 -10 11 -1 -12 -11
right_child=1 2 4 -5 -6 6 -8 -9 9 13 12 -13 -14 -15
leaf_value=1.1068787776696516 -0.082502376780044531 0.042995121690319014 0.023910215007980185 -0.0049970248606430682 -0.0019923601570104653 0.33247427383769446 -0.00046223233832094925 0.11684865435201355 0.52655573508296694 -0.086803086977739044 -0.063595979481725087 -0.032199663414452274 -0.033877682469105753 -0.080943675798271067
leaf_weight=0.67329192569013629 242.96202732995152 1885.3200569413602 1565.8457775285933 2598.5172965726815 24483.079099803697 6.9162329910323015 65.885581651702523 7.3619907330721608 2.0800805753096938 0.79465250857174341 223.20870051067322 1.9870024013798682 328.24259365862235 1.6025077402591703
leaf_count=53 703 11106 17838 16088 164526 56 1001 28 24 11 5332 93 6919 43
internal_value=0 0.0012905 0.00185818 0.0151822 -0.000435312 -0.0523502 0.031167 -0.0766395 -0.0424953 0.200254 -0.0444568 0.256089 -0.0459066 -0.0828861
internal_weight=0 30855.9 30532.8 4483.84 26048.9 323.126 72.8018 250.324 558.589 4.47724 554.112 2.66029 551.451 2.39716
internal_count=223821 211346 209558 27194 182364 1788 1057 731 12475 78 12397 146 12251 54
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=15
num_cat=0
split_feature=67 195 180 106 192 114 138 195 106 173 47 184 64 20
split_gain=217.36 153.682 232.406 226.267 174.339 172.514 143.595 87.8221 32.7997 29.085 47.8129 24.3423 17.4648 14.2934
threshold=-0.03214014784576355 0.31079811995949053 37.554886211512731 -0.044555422421945996 15.290040561699813 5.7381148335395293 0.13465044522693631 0.1432331000577311 0.42533161383099055 0.020744826647200867 -0.11069853393357547 -0.070559360645727834 -0.050657671282008286 -0.48737999081971101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 9 13 -11 -10 -13 -1
right_child=1 2 3 -5 6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.41388182597361073 0.071540189463176959 -0.047913011287503159 -0.042797840794571676 0.0020300020382869872 -0.0061770712161829033 0.024091552802103761 -0.039330296716062252 0.0052515365228594903 0.092985050893891058 0.65471309779730003 0.0098655535529048113 0.067275701199133606 -0.067498206088483823 -0.071675685539690379
leaf_weight=0.60691794916055997 222.32913573482074 351.84389986575115 1330.5117666996084 7324.1825079608243 2811.665985667496 6128.2484948493075 2440.3382309519802 1977.5726108746603 21.845609684474766 1.2149506673449675 21.449833209393546 12.888543063309042 37.857187024783343 553.18654753005831
leaf_count=142 1069 6264 19882 41201 14849 31558 19361 10730 93 43 893 166 508 77062
internal_value=0 7.30462e-05 0.00586108 -0.00486151 -0.0116824 0.020182 -0.0215817 0.0119509 -0.0586221 -0.0665994 0.0444327 0.00472658 -0.033268 -0.0711435
internal_weight=0 22586.7 15134.8 8654.69 7451.91 6480.09 5252 2199.9 649.05 576.458 22.6648 72.5913 50.7457 553.793
internal_count=223821 144914 98905 61083 46009 37822 34210 11799 78907 78140 936 767 674 77204
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=15
num_cat=0
split_feature=115 4 1 195 172 3 137 55 154 48 179 63 167 126
split_gain=152.509 319.006 142.608 170.224 136.906 103.044 96.0614 80.3604 111.249 77.9671 62.1207 49.5098 46.199 31.8127
threshold=0.15627291758338191 0.13000022170457179 -0.39855879072766004 0.3627134335381324 0.2693759799923035 16.513213902229943 0.35472517940080506 0.43447990823705512 -0.17545182426578868 19.188120317604739 -0.067860170972046094 0.015214761697490357 -0.28939714694625945 0.96427454289983727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 13 12 -9 -8 11 -2 -7 -3
right_child=5 6 4 -5 -6 7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.071453105505279543 -0.08030386255273593 0.041111209922183888 0.026364929923866964 -0.001983566813289745 -0.003822668501416496 0.040712666582860116 0.095631786581012068 -0.025382241592962502 0.048918820348127112 0.25054658743158809 0.065886135772987964 0.029423986792952741 -0.050545302820357178 0.13965212040802324
leaf_weight=610.1190821994096 70.69934613793157 495.24234436755069 1643.9784578625113 653.9700418501161 17436.13808197953 58.159806528128684 138.10914118192159 1018.474481754587 251.22089607542148 42.481299861334264 199.83163938322105 98.285916657419875 1201.3506211050553 35.082580385613255
leaf_count=3536 127 3428 9404 2963 134831 251 731 22290 4656 279 1603 373 39040 309
internal_value=0 0.00323432 0.000933362 0.033461 -0.00122165 -0.0212337 0.0690807 -0.0284344 -0.0106811 0.132073 0.0281459 -0.0164835 -0.0463313 0.04763
internal_weight=0 21055.1 20344.2 1264.09 19080.1 2898.02 710.915 2529.21 1269.7 180.59 368.817 168.985 1259.51 530.325
internal_count=223821 155481 150734 6499 144235 68340 4747 66237 26946 1010 2103 500 39291 3737
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=15
num_cat=0
split_feature=51 193 129 185 22 186 129 170 123 137 103 178 72 53
split_gain=175.295 213.67 256.164 231.205 213.156 194.46 158.56 131.362 71.1507 43.2768 48.7182 41.9013 37.0045 32.0476
threshold=5.4470138986005781 0.028560142085737972 1.0163842906961305 0.35212300162034976 0.16368705280580984 33.250000000000007 1.0187347616272378 1.0661393331022444 1159.5000000000002 0.14679387437096533 0.012756279566328622 0.20066233597373584 0.50640274837459176 -0.1096766412465246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -4 -3 -5 -2 11 -10 -11 12 -1 -13
right_child=1 3 4 6 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.047052345160956952 -0.045732550621886442 0.018057591497532697 -0.022362926649222709 0.0052795741558293507 0.021676474479282042 -0.042047447866787171 -0.018823607691999016 0.07193371693093599 0.12001072414156039 -0.11316846325730828 0.050549529211400074 0.2502789408723351 -0.28333300634943998 -0.0097670528824519241
leaf_weight=70.066571816569194 2588.2805758090108 8954.3971698251553 2410.5122267680708 5413.0119436329696 2020.0763128554681 572.70763711212203 5504.8301546019502 98.488415680360049 89.490390836261213 18.712638244964182 633.78955567628145 7.8694087490439442 7.3207838740199795 11.913805220276116
leaf_count=775 76783 38945 72273 13756 6661 1368 9274 1233 155 39 2469 19 36 35
internal_value=0 -0.00213445 -0.0170572 0.00306049 -0.00228366 0.0144445 -0.00687337 -0.0414193 0.0442608 0.0547982 0.0458544 -0.0362026 -0.0694043 0.0936746
internal_weight=0 27562.3 7117.36 20444.9 4430.59 9527.1 10917.8 2686.77 839.163 741.993 652.502 97.1706 77.3874 19.7832
internal_count=223821 220293 156950 63343 78934 40313 23030 78016 3528 2663 2508 865 811 54
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=12
num_cat=0
split_feature=148 191 11 157 102 60 77 88 14 157 7
split_gain=118.468 126.94 142.806 227.908 156.126 142.447 98.3511 86.513 44.1281 15.2732 4.49628
threshold=-1.4179270228356258 1.5600000000000003 -0.10028872340104486 -0.2858656197688843 0.17791045701708894 0.15136400833500466 -0.028356902748023202 0.10491176098223058 -0.44759217759471076 -0.47277385790602561 2.0922954999639614
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 -1 -10 -11
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12
leaf_value=0.16005720059511364 0.019705995816544513 0.096446065954047255 0.015487309965723915 -0.015679000636503522 4.7268730071770483e-05 0.059599689430921414 -0.015171550520664099 -0.032382117448963146 0.038019470326584197 -0.099941989821760058 -0.046586312395822199
leaf_weight=7.4768553283065549 5337.5481553424615 87.69481560215354 3064.6139397495426 10010.67646351608 16616.037487022346 981.44702732004225 791.02188575826585 114.14577597100288 9.1576418150216323 155.01567458664067 17.585768142715096
leaf_count=29 26466 98 8237 130475 53249 2380 1148 888 17 692 142
internal_value=0 0.0012898 -0.000100707 -0.00837418 0.00482687 0.0259607 -0.00403225 0.0500164 -0.0780345 -0.0878287 -0.0945058
internal_weight=0 37003.2 35028.9 13075.3 21953.6 1974.31 878.717 1095.59 189.236 181.759 172.601
internal_count=223821 222941 218427 138712 79715 4514 1246 3268 880 851 834
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=15
num_cat=0
split_feature=15 151 189 16 86 93 0 178 67 5 189 118 173 106
split_gain=93.02 119.931 131.809 92.2671 93.587 85.5651 79.5384 76.8344 97.052 80.8975 71.895 62.8968 54.1937 44.6051
threshold=1.7736774152525194 0.053561920057380856 32.500000000000007 0.6190717801369815 0.061245430648495101 0.51653097332775089 2.6217199507478006 -0.093034752272747032 -0.13568487630706458 0.015734103795464607 29.500000000000004 -0.17056772976468357 0.21385044243645521 0.15862631194690577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 13 11 -4 8 -3 -9 -7 -2 -1 -5
right_child=3 7 6 4 -6 10 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.029429308084657553 -0.02328700972305988 -0.033393357929910931 -0.039003631565138808 0.022668713673353789 -0.056089343388633972 0.15841194701109051 -0.013068769063383411 -0.013554034924040025 0.027659551928830312 0.0057315063852239126 0.034130710948619081 0.0094783907488513106 -0.019998118328892318 -0.015711459105803943
leaf_weight=820.76798542286269 620.32440816995222 303.17852997849695 1760.2818216237938 476.87768236850388 417.49511018453632 49.781881323084235 3602.818999119685 3630.846527135931 1844.0147736779181 5424.7846402046271 716.21749687707052 10546.526110549341 303.98233243077993 829.582544115372
leaf_count=7929 6946 2260 23471 3462 1877 257 24033 25888 14175 27558 4963 74637 1741 4624
internal_value=0 -0.00423422 -0.0150537 0.00675186 -0.0148732 0.00987607 -0.0215811 0.00203163 0.019039 -0.00200101 0.0422077 0.00765826 0.0160707 -0.00170212
internal_weight=0 17690.7 6487.85 13656.8 1723.96 11932.8 5363.1 11202.8 2147.19 9055.63 765.999 11166.9 1124.75 1306.46
internal_count=223821 127055 57174 96766 9963 86803 47504 69881 16435 53446 5220 81583 9670 8086
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=15
num_cat=0
split_feature=166 190 154 189 34 145 86 195 154 174 129 112 158 157
split_gain=205.915 145.633 144.071 157.892 143.664 101.234 111.219 87.8057 53.1361 62.5366 30.9826 26.9722 18.8315 14.3622
threshold=-0.040462258174430089 1.8830969030969034 -0.24442352032073875 34.500000000000007 -0.0034127073239703111 -0.30231291753226025 0.19370304105069816 0.18302900411398265 -0.38101431295834104 0.29926111941414651 1.020384058374135 0.014959063368678584 -0.15422000164131033 0.17105517863724048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 8 13 -7 -2 9 -1 -3 -10 -12 -6
right_child=1 10 3 -5 5 6 -8 -9 11 -11 12 -13 -14 -15
leaf_value=-0.080778335852001559 -0.065085739451271524 -0.071031062781456128 0.012100048344836745 -0.0094140387750095266 -0.075911108037196529 -0.016711435400991275 0.031532297925777858 0.023547808141225937 -0.013872737138050885 1.1730879916183801 -0.06118554085531891 -0.073438181420535695 0.030986153672971497 -0.18200997808860167
leaf_weight=0.84077879507094511 114.9930952899158 312.97856941423379 5941.3085325064021 8010.6554060953204 181.95334337878739 3239.120716975187 560.55273322586436 3988.1828303793445 87.96978531620698 0.75491987727582455 36.535625325050205 559.62794132198906 56.359180517494678 13.720539880683644
leaf_count=36 635 2238 38673 60617 4611 20832 2976 22952 12393 5 220 57372 179 82
internal_value=0 0.00326015 0.00459183 -0.000252473 -0.0202959 -0.0132065 -0.0095942 0.0210638 -0.0639267 0.512422 -0.0559788 -0.0653468 -0.00526507 -0.0833507
internal_weight=0 18461 18055.1 13952 4644.54 3995.35 3799.67 4103.18 649.193 1.5957 405.873 647.598 92.8948 195.674
internal_count=223821 125514 122877 99290 98307 28501 23808 23587 69806 41 2637 69765 399 4693
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=15
num_cat=0
split_feature=67 184 86 29 119 13 49 102 13 103 4 159 70 170
split_gain=165.071 147.065 154.419 179.562 153.616 129.773 135.275 126.987 119.464 151.301 147.037 103.972 75.0053 73.0329
threshold=-0.097363574926195753 -0.0061411968494121697 0.080217959714631623 -0.032680379196046064 0.17096331026350373 -0.25012758174528488 -0.12642520289359141 0.29459494590343477 -0.33131231976777048 0.41986667916278214 -0.03575673326891611 0.067335541618749425 0.11605837701010009 -0.31199764734550306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 9 -1 11 -10 -12 -11
right_child=1 2 4 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.076575795700140697 -0.091581707587493788 -0.020532420586348084 -0.023509133334657747 0.021183863863736017 0.0080081458935327803 -0.031476649390061312 0.019875065142286076 0.004202957611980156 0.062172415448124331 -0.12273915793711208 -0.097855132287446925 0.0083586232899252148 0.0037258833041097666 0.012180471802779751
leaf_weight=651.87193287815899 118.41357584437355 1272.7184862981667 3266.6568720298819 5451.3068231026991 2936.7217798706843 4014.2672057994059 1354.5729576507583 1327.3541593334521 419.88727101311088 47.848614161834121 181.18387244350743 2477.0382975431858 121.38795952918008 248.41362664010376
leaf_count=4727 376 20936 22237 47984 17392 66825 6781 16474 3794 44 517 13682 942 1110
internal_value=0 -0.00347634 0.00279013 0.0132878 -0.00858864 -0.0153639 0.010915 -0.0226105 0.0184691 0.0496454 0.00923037 0.0161585 -0.0571021 -0.00961008
internal_weight=0 19742 12927.4 6724.03 6203.38 6814.61 1472.99 5341.62 4147.63 948.134 3199.5 2896.93 302.572 296.262
internal_count=223821 199005 108549 68920 39629 90456 7157 83299 24816 5881 18935 17476 1459 1154
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=15
num_cat=0
split_feature=151 100 2 18 165 10 125 189 10 179 165 193 87 147
split_gain=169.918 213.437 225.818 201.91 190.08 166.509 165.925 178.268 161.931 147.961 127.707 123.432 173.717 136.974
threshold=-0.083632729683895138 0.055577469272265617 0.31018887751851448 0.4998555515734035 0.22259326690058237 0.84337904125909469 0.44643802601581895 29.500000000000004 -0.13002626648715501 -0.014961990159550373 0.15444221987143517 0.016757731082606624 0.012554957251924436 -2.0573753256553413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 10 6 -5 -6 8 -8 -1 -4 -3 13 -13 -2
right_child=1 2 9 4 5 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.021935858464593106 0.86960949274615273 -0.021880636846182175 0.24101280342989725 0.011414629212306633 -0.037862070663594427 0.04003336200371186 -0.11055414237070341 0.048662174479200987 0.018033337264058626 0.05087463021469274 0.0012828861990540142 0.051633157933360742 -0.031811927084885026 -0.062920049057003685
leaf_weight=1300.3269663439132 1.5776188056915987 3215.9165894518374 47.204488777089864 2463.8390955126961 2143.3530418694136 314.7126994645223 73.033635496161878 1894.9798308575992 4597.3034134724876 307.74259180016816 9158.479102000827 302.50568158703391 1423.3432636372745 991.35227810556535
leaf_count=20843 106 12144 213 16427 14628 788 186 4931 24251 640 30096 4623 12489 81456
internal_value=0 -0.00791344 -0.00248118 0.00767087 -0.00821409 -0.0278889 0.0176108 0.0427536 0.00922081 0.0761611 -0.00473696 -0.0333473 -0.0171857 -0.0614384
internal_weight=0 15448.1 12729.3 12787.5 4921.9 2458.07 7865.64 1968.01 5897.63 354.947 12374.4 2718.78 1725.85 992.93
internal_count=223821 141767 43093 82054 31843 15416 50211 5117 45094 853 42240 98674 17112 81562
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=15
num_cat=0
split_feature=126 127 169 143 19 73 139 161 127 196 134 107 80 44
split_gain=109.077 121.304 114.546 166.43 136.661 109.312 139.434 73.5894 41.8444 34.5558 28.1087 17.1924 12.4569 8.4561
threshold=0.99313603977333653 0.81649292718788613 0.54265314231000372 0.86784897123070526 -0.033845104358475354 0.94387646631015987 -0.31142575880398266 0.92516890119743267 0.022715064515599442 0.067809753941953529 -0.1349602560245878 -0.20243628182548049 1.605009728054825 -0.12258609247532105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 11 12 -11 -2 -10 -13
right_child=8 5 4 -5 -6 7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.00089576976464145858 0.15835158289984325 0.45790787130757382 -0.0029435029322870416 0.052369898671979644 -0.050440879700488161 -0.018302489676119246 0.052622697989853778 0.15388709790085839 -0.094226065420444857 0.14289266406987949 -0.036696810527804595 0.093071811476358998 0.11949750203423025 -0.10014787169762185
leaf_weight=32369.828930463642 11.915496468544008 8.5931307375431043 1716.6883220097516 640.56650404212996 936.08481163100805 385.82737179473042 699.47532031033188 26.526417810469866 194.07954843202606 9.5686187148094159 97.72049786709249 3.7892620712518692 2.7659988403320304 5.6306888433173281
leaf_count=194987 5 9 14344 2483 6920 559 984 30 2963 6 478 4 1 48
internal_value=0 0.00130591 0.000288037 0.00189462 -0.0197039 0.0337048 0.0575412 -0.00722566 -0.0568407 -0.0663376 -0.0206801 0.0785364 -0.0912229 -0.0224235
internal_weight=0 36783.6 35663.2 33010.4 2652.77 1120.42 708.068 412.354 325.47 304.135 107.289 21.3354 196.846 9.41995
internal_count=223821 220316 218734 197470 21264 1582 993 589 3505 3448 484 57 2964 52
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=13
num_cat=0
split_feature=157 118 95 80 178 91 3 26 193 25 45 190
split_gain=90.7555 80.7191 84.6642 83.1647 82.7995 74.0358 52.1931 33.6703 17.6852 7.2609 21.6496 6.58631
threshold=-0.41514190564819103 -0.17056772976468357 -0.091768870213809681 -0.13404542859466537 -0.18224316755224271 0.0087940822447386702 28.889969149646614 -0.29774178192941819 -0.049852378512599028 0.08797199042664107 0.16930475868585373 -0.11538461538461485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -4 -2 -5 -3 -1 10 -10 -11
right_child=1 2 4 6 -6 -7 -8 -9 9 11 -12 -13
leaf_value=0.41490134905646792 0.18908787870417376 0.077929496341668236 0.026061981905458605 -0.0012013980996370003 0.0016034312600130076 -0.046168683418346124 -0.037470940959150621 -0.050513340207951653 -0.033388376680108904 0.01623880182765973 0.27701068355150454 -0.062878329334038779
leaf_weight=0.80380966304801305 35.033917620778084 21.577133193146437 1457.8681829024572 634.31760105222929 27352.571387318778 21.639628010801971 1059.4213551308494 377.06967592181172 26.96754829003476 10.953134158975443 2.4512794110923997 267.36256747646257
leaf_count=29 207 175 16809 8968 178624 273 8338 2396 1402 605 44 5951
internal_value=0 0.000957806 0.00220778 -0.0199005 0.00284108 0.09926 -0.0238877 -0.0435613 -0.053547 -0.0547706 -0.00752484 -0.0597647
internal_weight=0 30959.5 29209.1 1750.41 28810.4 56.6735 1693.74 398.647 308.538 307.735 29.4188 278.316
internal_count=223821 215790 198004 17786 195433 480 17306 2571 8031 8002 1446 6556
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=15
num_cat=0
split_feature=167 136 170 159 132 118 193 76 113 85 155 105 139 174
split_gain=194.613 139.536 169.765 173.486 159.599 140.063 111.819 101.239 94.5359 65.8088 46.4015 14.8505 14.1363 5.57434
threshold=-0.24167835467016704 -0.052301012542106402 0.072777305030818029 0.19775149391357363 0.23193545558086051 0.25568335840782386 -0.023130656195501049 -0.19729170919648961 -0.24712985878084429 -0.086038055863414967 -0.21339486356170942 55.73806727090362 -0.21905492968652121 -0.090635509150718718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 6 -4 -2 8 10 -6 -1 12 -9 -10
right_child=1 2 5 -5 9 -7 -8 11 13 -11 -12 -13 -14 -15
leaf_value=-0.01356950487403677 0.043813077837375501 -0.051777940102784206 0.0096090185680665092 -0.0088821324286338359 -0.27269240297545017 -0.013690380382325139 0.0088627783174370332 -0.001672832474518091 0.0011686002902199792 -0.068867038553257279 0.23632798478803779 -0.52333570994173095 -0.069966418464712729 -0.096554849447329366
leaf_weight=10.219334116205571 1231.3858225074946 1236.3662763580796 8464.8263101597549 3971.2248745940742 19.352138302754611 3711.3066820739768 3567.4074070767965 31.984326738864183 7.9616526812315014 87.293214040866587 27.225815426558256 0.7120618955232193 578.72204423876246 21.873951594345272
leaf_count=37 8406 23369 44073 50320 142 19983 30372 110 17 1118 42 19 45765 48
internal_value=0 0.000247617 -0.00395542 -0.0190663 0.0151422 0.00250732 0.0178311 -0.05411 0.0623182 -0.105854 0.168127 -0.0669219 -0.0663897 -0.0704773
internal_weight=0 22289.2 17383.7 5207.59 4905.44 12176.1 4798.79 678.699 67.2808 106.645 37.4451 611.418 610.706 29.8356
internal_count=223821 177783 137745 73689 40038 64056 38778 46038 144 1260 79 45894 45875 65
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=15
num_cat=0
split_feature=157 115 108 55 115 0 42 83 195 98 1 155 127 133
split_gain=152.038 124.398 188.225 162.006 257.606 152.461 129.308 41.2419 41.5967 36.3101 17.8193 12.5346 17.3171 6.17946
threshold=0.11161280896467234 -0.16680965354008911 1.9851767311595288 0.074848111468057907 0.050130180910739099 2.1158245733434686 -0.072438797280781522 -0.048637560978426857 0.26692558469937849 -0.12430045786033271 0.26807212435956346 0.047636168344768963 0.91469611425749131 0.070640449953673898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 8 9 -2 -10 -9 -13 -4
right_child=7 3 13 4 -6 -7 -8 11 10 -11 -12 12 -14 -15
leaf_value=0.0076826395313483167 0.22384900336238372 -0.022522454107868562 -0.051402255875829486 0.036553917676003952 -0.0057106881156845143 0.00025214464797518511 0.045477401372445297 -0.075954775667068875 -0.022081503185495222 0.013766866497542045 -0.072615454446389255 -0.043438688024586128 0.85900087651309454 -0.10465852675947158
leaf_weight=2320.0428316653706 8.7761210525059123 4457.9605527452659 26.843882691115141 2531.1331029760186 3351.8628449651878 8628.9628846241394 1484.4399723308161 250.45331036741845 215.6293681654497 131.52457818732364 103.16309686453314 202.13432306563482 0.21286034327931602 115.66970249265432
leaf_count=13432 288 25681 36 10005 30763 46370 8182 31641 7381 7796 17522 24642 20 62
internal_value=0 0.00205088 0.0182029 -0.00130981 0.0124735 -0.00750585 0.0224295 -0.0395859 -0.0184656 0.026908 -0.0384346 -0.0609998 -0.0424894 -0.0946272
internal_weight=0 22916.9 3947 18969.9 5883 13086.9 3804.48 911.894 459.093 140.301 318.792 452.8 202.347 142.514
internal_count=223821 134531 21712 112819 40768 72051 21614 89290 32987 8084 24903 56303 24662 98
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=118 161 178 7 10 186 129 192 118 177 186 190 8 154
split_gain=190.366 180.585 233.825 256.281 212.925 198.105 146.855 80.3902 68.3654 48.9034 48.6534 43.2161 37.151 23.4
threshold=1.2345021291604474 0.037395531155614427 -0.0018364043937188605 0.877921030321268 0.5589261412861587 9.5000000000000018 1.0163415043056949 174.48195893669723 3.9876387932542934 -0.29823198915744348 41.250000000000007 0.031658092599921535 0.037236183020240475 -0.1055778505239644
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -4 -6 9 13 -11 -10 -13 -2
right_child=8 4 6 -5 7 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.0025152011895712167 -0.31178337600447198 0.075756977022182967 -0.014986872675206962 -0.084132783906474606 0.017096681029915031 -0.024360258601284379 0.026348725503734089 -0.044905866386615811 0.17834124492430503 0.034298544216822206 -0.003391201821815076 -0.012340219935047584 0.073234026113750947 -0.062275651998019245
leaf_weight=9467.0123569923453 5.8637849369552013 203.00238756090403 1039.3819735025172 401.01997040188871 2336.9972424693406 7484.2391679365537 4965.8498566428898 229.66500061564147 32.414711930556223 1056.9548518661177 506.70086879096925 62.200926540186629 275.15006098430604 10.470704604289493
leaf_count=83895 11 777 13715 4133 13478 82786 19335 456 122 3232 1081 178 584 38
internal_value=0 -0.00304592 0.00363607 -0.005832 -0.0133898 -0.0217164 0.0191944 0.0115487 0.0293457 0.0202871 0.0220852 0.068053 0.0574558 -0.151844
internal_weight=0 26127.2 15873.3 9868.03 10253.9 7687.24 6005.23 2566.66 1949.76 1579.99 1563.66 369.766 337.351 16.3345
internal_count=223821 218575 121078 88028 97497 83563 33050 13934 5246 4362 4313 884 762 49
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=15
num_cat=0
split_feature=77 155 109 170 73 44 53 115 16 148 112 109 2 70
split_gain=111.133 144.776 131.162 109.196 213.798 153.513 57.7882 52.5588 16.3067 13.1772 6.32147 0.394206 0.115131 0.0654921
threshold=-0.30045431899614872 -0.24219629617326024 -0.43155967010049984 -0.063153426023197706 -0.23924760991907962 -0.035568372911809247 0.78591862460529527 0.31469327763735894 -0.5166966392232536 -0.52411180548835401 -0.50961150568946922 0.45551434339287294 -0.13683701619314168 -0.0058687074663435791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 5 -5 -4 7 -3 9 -2 -10 12 -1 -8
right_child=2 6 3 4 -6 -7 13 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.098877005511005298 0.2412918015978873 0.092302902713907439 0.0034556165058199501 0.051939455816349581 -0.004672129915331869 0.033181387961266344 -0.082780342873361487 0.21837646875156813 -0.021534658309036007 -0.084724429939836546 -0.088603028164385159 -0.11570802527749935 -0.083946165494600336 -0.097916576452467582
leaf_weight=6.2365538142621508 2.8328613778576255 92.739652776857838 10284.227900114842 686.55338528077118 23547.869029008434 2090.4528247450944 4.7590212058275938 51.391268881969154 15.200611768290399 2.2046036096289745 186.21431801398285 5.3006009310483924 30.042757957009599 7.1584799503907544
leaf_count=27 6 460 51953 2349 147475 12746 204 303 490 79 6938 6 750 35
internal_value=0 0.0755759 0.000386066 0.0008343 -0.00306834 0.00847719 0.119757 0.137256 -0.0790968 0.0986136 -0.0835414 -0.0902346 -0.0865128 -0.0918722
internal_weight=0 197.628 36815.6 36609.1 24234.4 12374.7 156.048 144.131 206.452 5.03746 201.415 41.5799 36.2793 11.9175
internal_count=223821 1785 222036 214523 149824 64699 1002 763 7513 85 7428 783 777 239
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=15
num_cat=0
split_feature=99 154 68 180 195 186 195 77 112 29 173 116 94 65
split_gain=85.0618 97.2702 99.2432 150.098 122.142 97.8654 109.84 93.906 126.334 171.972 112.528 87.6069 65.6348 41.3886
threshold=0.017268873696195244 0.081336894136835633 -0.029389482313418171 33.264390896921022 0.30939881799266189 15.250000000000002 0.39018435950275038 -0.097389568456265688 -0.14730739833210524 -0.043111428631181149 0.090500380374586631 0.37157470536300979 0.0015708830455131698 -0.027063908899147646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -3 -7 10 9 -9 13 -12 -10 -1
right_child=1 5 4 -5 -6 6 -8 8 12 -11 11 -13 -14 -15
leaf_value=0.029988446602150505 0.025530722706297568 -0.080517104441069409 0.010036073745477941 -0.03629404478370489 -0.0096005494685052883 -0.0013955729750266509 0.0214623099085147 -0.048416480746936864 0.15347978145023705 0.016178376059679127 0.067076036787289448 -0.003895107221899936 0.017010311121899057 -0.046046409275817157
leaf_weight=113.71770372428 484.55822871869896 127.37281921785325 4702.7754341212567 2071.2365913800895 9703.6444087923737 5240.9058684103657 3510.3975339924218 845.98070971202105 35.780098713003099 803.72456430736929 782.06520754564553 223.67494175024331 2344.3313813672867 193.25088556017727
leaf_count=571 6082 833 23573 27019 56044 45256 28800 5374 305 6514 3441 4594 14534 881
internal_value=0 -0.00197338 -0.00641221 -0.0245726 -0.00319045 0.00650677 0.00777338 0.0118879 0.00432101 -0.0169463 0.0351169 0.0512922 0.0190618 -0.017879
internal_weight=0 25840.9 16962.2 2555.79 14406.4 8878.68 8751.3 5342.53 4029.82 1649.71 1312.71 1005.74 2380.11 306.969
internal_count=223821 187607 112718 33101 79617 74889 74056 36214 26727 11888 9487 8035 14839 1452
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=15
num_cat=0
split_feature=115 195 192 34 192 0 156 94 6 128 169 195 123 79
split_gain=180.767 133.429 183.958 220.36 141.936 130.445 126.009 80.4981 49.6959 35.9913 38.8957 16.8545 11.4362 6.2722
threshold=-0.042320876465374455 0.31079811995949053 18.205630160050632 0.060289702448273974 14.977016932682551 9.8718659117431162 5.5120840824483492 0.0019272302635898631 0.29029264911209801 0.0044833081532373361 -0.050154944843598968 0.19752675078273524 237.50000000000003 -0.21759295499760437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 12 10 -10 -11 -1 -14
right_child=1 2 3 -5 6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.11968936107293351 -0.094933179310199622 0.023475527471843428 -0.046540345659567994 0.0017490933545705736 -0.029235243815812936 -0.0026278742754059312 0.0041703665668203528 0.016719506372693059 -0.040147494106589521 0.058917500198910983 0.037692276957158516 -0.065674801525970189 0.14579769942034002 -0.07965127846895885
leaf_weight=2.9273078260011962 66.941677954280749 5931.8084623741452 1173.1596556290751 4858.8045727312565 3724.244951286295 2826.6812357943272 1620.5079198217718 1824.4622034345521 130.46784792546532 11.52366452780552 126.37575088470476 187.85227635741467 1.238578789634629 335.58022412200808
leaf_count=39 414 34968 22341 18878 22852 16917 8953 9092 13164 132 3816 16688 35 55532
internal_value=0 0.000351913 0.00579586 -0.00764274 -0.0107753 0.015051 -0.0191068 0.0127678 -0.0481569 -0.0265942 -0.00184769 -0.0584735 -0.0771118 -0.0788222
internal_weight=0 22026.6 14790.5 6031.96 7236.16 8758.49 5344.75 1891.4 795.966 456.22 256.844 199.376 339.746 336.819
internal_count=223821 134415 93104 41219 41311 51885 31805 9506 89406 33800 16980 16820 55606 55567
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=15
num_cat=0
split_feature=67 181 109 28 117 154 23 14 145 135 31 98 166 132
split_gain=140.332 127.57 159.953 197.305 141.872 111.56 122.9 109.393 100.559 100.396 84.0573 79.8119 77.958 70.8392
threshold=-0.097363574926195753 -0.0061391743763470627 0.21047096946161475 -0.033622479473936408 2.1371441034204461 -0.093682285306363952 -0.11488216015328355 -0.21971352727371471 -0.16593954812703318 0.020744465662969638 -0.014599853390590565 -0.032170280978058102 -0.35933196194595701 0.064162934448165579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 11 12 10 -8 -9 -2 -1 -7 -13
right_child=1 2 4 -5 -6 6 8 9 -10 -11 -12 13 -14 -15
leaf_value=0.070263260411475167 -0.019416664380399136 -0.027434896551503524 -0.02111815773401143 0.020194456085476223 0.010894092543809667 0.023982269165171578 0.043330482136837767 -0.011092156844944393 0.0048388346242742974 -0.040525575795647979 0.025900370760212635 0.0637006732226819 -0.061603441167030773 -0.05344231589521993
leaf_weight=77.231495192274451 682.77100470243022 1020.5873379375553 3729.6976647111005 5884.3548786359024 2201.6108445927966 183.10855400096625 2096.446491877432 3265.1880423844559 1003.6443334296346 1796.4664047140686 1021.9548089038581 58.762268589809537 254.14679542067461 424.88513197703287
leaf_count=720 3268 18894 23308 51978 14367 1752 12150 61584 6505 20724 4882 424 2186 1079
internal_value=0 -0.00304842 0.0028086 0.0131546 -0.0092357 0.0172988 0.0238686 -0.0141596 0.0308689 -0.0215386 0.00775015 -0.0241355 -0.0257629 -0.0392097
internal_weight=0 19602.6 12836.3 6904.94 5931.31 4098.23 3537.35 6766.38 3100.09 5061.65 1704.73 560.879 437.255 483.647
internal_count=223821 199005 108547 70872 37675 24816 22593 90458 18655 82308 8150 2223 3938 1503
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=15
num_cat=0
split_feature=118 72 12 193 60 128 129 118 187 14 160 14 160 123
split_gain=158.535 172.561 220.124 221.011 213.061 84.1942 108.607 61.3313 42.6021 49.0484 46.025 38.015 45.1706 36.94
threshold=1.2345021291604474 1.1032084393894241 1.7898554338632502 0.028560142085737972 0.16747241869188492 0.63975605742203878 1.0216183736298989 3.9876387932542934 0.36764705882352999 -0.3190033786821353 -0.32485875416986437 -0.41185460259211965 0.19771268367925995 727.50000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 8 9 -2 -10 12 -9 -13
right_child=7 5 3 -5 -6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=-0.0073440263929096909 -0.044557450200885092 -0.027051828882199994 -0.029757857271589385 -0.0013122659767192213 0.021940547561844922 0.024991177175665576 -0.090686061595127307 -0.2472280312607501 -0.1099260415495138 0.057200804971586798 0.011527783940643055 0.10531715973987142 0.077428458857752416 0.039494800622183697
leaf_weight=4116.3523103253683 53.983616656274535 1130.052170723211 3723.6893992671394 10249.820704859332 6266.7113644696074 213.66909621655941 351.68088889494538 8.3756029978394526 32.109274674206972 386.53032135975081 1103.3076567649841 165.76006601238623 8.7759994193911535 175.56559572857805
leaf_count=23117 266 2372 134505 36424 21395 262 500 27 146 1819 2131 414 41 402
internal_value=0 -0.00284499 -0.000697759 -0.00889251 0.0103307 -0.0336927 -0.0421551 0.0268266 0.0183343 0.0447306 0.0080931 0.0641607 -0.0811103 0.0714605
internal_weight=0 26052 24356.6 13973.5 10383.1 1695.4 1481.73 1934.41 1575.93 440.514 1135.42 358.477 17.1516 341.326
internal_count=223821 218575 215441 170929 44512 3134 2872 5246 4362 2085 2277 884 68 816
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=15
num_cat=0
split_feature=194 128 93 104 170 59 2 195 184 2 110 161 1 100
split_gain=117.355 175.998 108.749 161.34 107.499 228.845 207.303 156.75 131.984 165.976 154.301 90.9081 195.007 175.556
threshold=-0.013879734905696739 0.3538511039810936 -0.015170091381051102 -0.0010957108345918903 -0.052639179050381707 0.027109032699456328 -0.14837790607265297 0.33622820306295426 -0.0079700079061066562 -0.48168580470099059 0.52192949381345233 -0.1172475877018939 -0.25009975898323406 0.036302909004989829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 8 6 -6 -7 10 -10 -2 13 -13 -1
right_child=4 2 3 -5 5 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.016399029725609717 0.033896967882697082 -0.064830728084378828 0.13037559256514505 0.017461017744648595 -0.0013888862020451235 0.021723847478669244 -0.034114034358126925 -0.0013894635605732038 0.079659937152304974 0.0010663073728498797 -0.050414292174165223 0.030617120619237093 -0.05959463448794166 -0.033207054202541747
leaf_weight=1296.1095037860796 3028.0827326835133 108.3745051571168 162.57688507251441 570.95288360211998 4877.0019398573786 4664.970858454355 3209.6644635680132 7908.3254585111281 278.6966856867075 7492.1405751083512 233.83136289427057 300.34026568010449 1185.2499229874229 1586.9009379656054
leaf_count=7458 19641 1233 683 1553 15674 26003 33805 42126 269 33318 648 790 33005 7615
internal_value=0 -0.0131927 0.0286725 0.042487 0.0030016 -0.00125438 -0.0143778 0.00718609 0.0109714 0.00388502 0.0278531 -0.0212609 -0.0413566 -0.0109057
internal_weight=0 5210.5 841.904 733.53 31692.7 20660 8086.67 12573.3 11032.8 7770.84 3261.91 4368.6 1485.59 2883.01
internal_count=223821 52337 3469 2236 171484 117608 49479 68129 53876 33587 20289 48868 33795 15073
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=12
num_cat=0
split_feature=157 130 161 108 27 44 86 97 193 153 158
split_gain=80.5994 78.7725 85.0047 172.705 109.672 40.5418 32.0761 27.0596 11.4049 10.2486 9.47723
threshold=-0.41514190564819103 -0.46334958906257623 -0.029366608398858064 1.5660897714382622 -0.030708920562911923 0.043876625855317257 -0.27210174853749908 -0.031904518063221164 -0.049852378512599028 0.30271847967467985 -0.31764520659609075
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 -1 10 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.26127894066585827 -0.059741171516355607 0.0051951512126518079 -0.005867785087449842 -0.019539965989700848 0.011203285615437097 0.087541169484669376 -0.039626802510403278 0.027820050837450455 -0.057327510762643669 0.22791580535395714 0.05574661020791815
leaf_weight=1.1584605290554453 43.600479983026162 6979.5941865334753 5353.6861469442956 4739.664300565375 12668.719867873471 20.339738744311035 798.83328569866717 185.25055520539172 282.50389959849417 1.2919418588280667 7.6120599692221722
leaf_count=29 499 60921 36966 33794 73585 452 7832 1741 7907 27 68
internal_value=0 0.000871671 0.00182115 -0.00480857 0.0061322 -0.0260736 -0.0364693 0.011138 -0.0518643 -0.0531092 -0.0543607
internal_weight=0 30789.7 29741.7 11719.3 18022.4 1048.02 819.173 228.851 292.566 291.408 290.116
internal_count=223821 215790 205266 94715 110551 10524 8284 2240 8031 8002 7975
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=15
num_cat=0
split_feature=116 70 82 53 77 157 78 136 123 140 152 70 124 77
split_gain=165.896 129.651 172.322 154.274 119.821 101.033 90.4082 89.0404 46.0209 65.0317 56.3979 33.758 27.7215 29.5932
threshold=-0.047879606521030509 -0.022958719385102518 0.31100418645748124 0.066703505447056902 -0.033082629809717393 -0.17411857966044378 0.012727563489105071 -0.022180061140058462 317.50000000000006 0.53310702065746629 0.79925364191177262 -0.073518700905473383 -0.19479542984948917 -0.037881955441396518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 6 -3 -2 -6 9 11 -11 -1 13 -10
right_child=1 2 3 -5 7 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.076523310232457065 -0.0074949158685226926 -0.049082545168037749 -0.025102326148214456 0.019000115126234937 0.052398131251399672 -0.01197289779052098 0.013510397641158092 0.0093582243781646351 -0.054842288614956138 -0.083739154201872529 1.4497840694050921 -0.041266316294869307 -0.065691475272929969 0.041419393936674251
leaf_weight=42.189296082942747 3941.6108795035398 826.80269645451335 1032.4549090002547 3422.3498528082855 973.93215258710552 6511.8780135650886 4267.4631302065682 949.05739212641492 76.266258899704553 0.40591416507959266 0.5860797397326678 57.48153426713543 549.53348539464059 54.944174598553218
leaf_count=278 24127 10175 21962 11040 5145 37537 20380 7630 1419 48 8 2093 81155 824
internal_value=0 0.000391652 -0.00673589 0.00877884 0.00868794 -0.0161538 0.00342463 0.0311565 -0.0464987 0.016611 0.822281 0.00859242 -0.0558309 -0.0145329
internal_weight=0 21925.5 11793.5 4454.8 10132.1 7338.68 8209.07 1922.99 781.407 100.663 0.991994 99.6708 680.744 131.21
internal_count=223821 137996 80714 33002 57282 47712 44507 12775 85825 2427 56 2371 83398 2243
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=15
num_cat=0
split_feature=139 77 128 56 163 118 118 156 113 195 52 56 109 173
split_gain=137.926 118.008 119.794 134.885 67.364 45.7735 28.521 20.6445 23.5757 31.1896 12.6838 21.8884 11.0254 9.2087
threshold=-0.15464796615543075 -0.19775406380766644 0.63975605742203878 0.10713711040050095 -0.34916053531586649 -0.28804637601665417 -0.24505700935780178 2.2451304808213925 -0.12425766007422996 0.43989775000682324 -0.011818155579660863 0.050101599908072773 -0.19132582909265392 1.3970017761609446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 -2 -4 -6 8 9 -1 11 -9 -10 -12
right_child=1 2 5 -5 6 -7 -8 10 12 -11 13 -13 -14 -15
leaf_value=-0.025560893937557921 0.23903231759221752 -2.1753620884965054e-05 -0.1623369281094402 0.019240580070995147 -0.22931343658561285 -0.025593778528885721 -0.069969035117642672 0.0062378741241353114 0.19209590463555209 0.11653750932822873 -0.075065501264081472 1.1934466877185299 -0.058593516004156826 -0.0068550289364279317
leaf_weight=46.38584504800383 6.8936166837811461 17065.681367236597 25.00323085533455 4619.3850080500706 11.850194326834751 1168.6623225206276 215.62753762118518 17.423323634313423 1.7863751864060748 23.158232404850423 293.29882269661175 0.15669210394844313 97.91385633405298 21.224577173241414
leaf_count=1890 32 123366 22 30572 15 5220 1888 3472 63 674 53265 5 2415 922
internal_value=0 0.00166062 0.00238383 0.00408154 -0.068937 -0.0284581 -0.0782699 -0.0513561 -0.0229303 0.021758 -0.0658422 0.0168196 -0.0541018 -0.0704625
internal_weight=0 23113.1 22878.7 21685.1 234.371 1193.67 227.478 501.348 169.244 69.5441 332.103 17.58 99.7002 314.523
internal_count=223821 161115 159180 153938 1935 5242 1903 62706 5042 2564 57664 3477 2478 54187
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=15
num_cat=0
split_feature=186 12 67 191 157 95 34 3 115 94 22 115 127 30
split_gain=145.578 192.648 187.332 174.794 170.917 200.666 170.453 127.427 142.991 121.731 114.722 99.4378 71.2847 64.6867
threshold=45.750000000000007 1.3895774741248155 -0.074301973885919817 1.7206046641530528 -0.14273723983500569 0.27313351429218419 -0.14016658108610103 677.56676709108694 0.1513167080618445 0.36629300181653163 0.15175106200346025 0.3637352762201474 -0.31460280702027416 8.4510082879517032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 7 5 -1 -4 8 -2 -3 -6 -9 -5 -14
right_child=3 2 6 12 10 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.025599618741417165 -0.056172057678718315 -0.030233045918447145 -0.061830465904891468 0.083105230765472576 -0.0067333574899634671 0.020438955708618624 0.0018877065730595174 -0.17753789656116545 -0.0010874514053311015 -0.27687396276077364 0.053296286214923209 -0.059189363041789525 -0.10142982131550692 0.007923693684502537
leaf_weight=1386.2249639910297 860.82248091464862 1908.0195310472045 431.45336546888575 121.18670552223921 398.38788653258234 2986.1864526681602 15590.102702336852 96.613351592794061 1041.280619777739 20.223117686808109 1584.7568861105246 267.73508699983358 56.981268048286438 1067.582978123799
leaf_count=7780 1901 32384 1348 349 2980 8677 158685 252 1917 59 5035 538 99 1817
internal_value=0 0.00192529 -0.00337229 -0.0198551 0.0168871 0.00584293 0.000171805 -0.0363944 -0.0260167 -0.0328198 0.0412371 -0.0905715 0.0102355 0.00238279
internal_weight=0 24305.4 17949.8 3512.2 6355.56 4372.41 16021.6 2266.45 1902.1 1928.24 1983.14 364.348 1245.75 1124.56
internal_count=223821 216948 192476 6873 24472 16457 160033 4608 3818 32443 8015 790 2265 1916
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=15
num_cat=0
split_feature=136 64 180 97 180 113 28 74 80 89 82 1 1 94
split_gain=115.57 401.885 326.633 251.817 232.601 207.388 191.251 166.883 262.51 139.719 114.204 73.7019 64.6711 44.7413
threshold=0.0051040865825262233 -0.016161686373143042 34.192101740294518 -0.031317340815760909 11.526773761713523 0.13632683115717484 -0.083645185016789247 0.38960935764653132 0.69309425618011233 -0.011797549785866992 -0.14403326408432091 -0.097791455583762996 -0.23542901532419067 0.0063622713463630859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 12 11 -6 -4 9 -9 -5 -1 -3 13 -2
right_child=3 4 6 7 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.04799152506061851 0.048958764600451982 0.12092492197490814 -0.0065888378439998771 -0.018094324169356066 -0.041647639732234926 -0.0079622704751947174 0.046589822592569954 -0.019196343095911457 0.012815165313433262 0.015536691140326601 -0.068820831806065894 -0.057454225209384036 -0.094062867606724415 -0.097944405161344908
leaf_weight=100.49414692132268 62.643911618739367 146.98363481462002 958.49095683812629 1361.0202709051082 3491.139654199942 3835.8192769261077 2296.9516423832392 5456.6607201928273 4828.6090378169902 13374.589076319011 500.69934594864026 27.495745188789442 322.5408500895137 30.987716535106301
leaf_count=1904 145 78 17550 11235 42634 14855 26503 15607 13159 62287 12777 123 4728 236
internal_value=0 -0.00780782 0.0184263 0.00432418 -0.0212953 -0.0240126 0.0309326 0.00560738 -0.00416795 0.0124304 -0.0492947 0.0928146 -0.0728237 0.000340644
internal_weight=0 11358.1 3856.64 25437.1 7501.44 7326.96 3255.44 25020.9 10285.3 14735.6 601.193 174.479 416.172 93.6316
internal_count=223821 116424 58734 107397 57690 57489 44053 102288 28766 73522 14681 201 5109 381
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=15
num_cat=0
split_feature=15 151 180 114 151 139 0 80 85 192 93 78 173 106
split_gain=76.6875 92.1366 129.01 84.9798 69.2971 124.572 68.3154 63.3331 63.2466 62.5016 60.0711 48.0144 46.0151 30.1634
threshold=1.8098333867928036 0.053561920057380856 34.192101740294518 24.099062520482089 -0.31457086329734801 -0.06072252344566037 2.6217199507478006 -0.044865923452304307 0.082811736061320598 5.7979056461810385 0.54237135053554153 0.13189375554371072 0.25832958677634887 0.47632386722546044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -2 -4 8 -3 -9 -6 13 -1 -5
right_child=3 7 6 11 10 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.029317261465531486 0.014210487237288533 -0.01014131204462579 -0.035836962535086274 -0.046784835045065448 0.0089804142970454828 -0.04855701408551287 -0.011926781427626255 -0.070095351204418038 -0.10478387156530773 0.0063197521459142994 0.041493894488449382 0.091943257724649632 -0.019340437282096327 -0.0026664246151750261
leaf_weight=845.4514812163543 707.75819042045623 2251.5132503742352 1735.5113586616935 472.16964349802583 10359.038877555868 571.52156135439873 3836.5692125667119 108.3377591855824 72.895764750428498 8912.867014661897 601.22981581953354 32.542230772320181 252.37167370691895 230.67562570748851
leaf_count=8004 3832 14658 24491 3006 72295 5366 26029 675 219 55820 3521 333 1556 4016
internal_value=0 -0.00387369 -0.0132008 0.00620956 0.00819328 -0.0138311 -0.019374 0.00160957 -0.0131094 0.00540207 0.010764 -0.0268068 0.0181316 -0.0323051
internal_weight=0 18015.5 6669.9 12974.9 12239.5 1279.28 5572.08 11345.6 2324.41 9021.2 10960.3 735.387 1097.82 702.845
internal_count=223821 131452 60080 92369 85014 9198 50520 71372 14877 56495 75816 7355 9560 7022
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=15
num_cat=0
split_feature=106 177 151 83 130 169 47 2 118 76 30 181 0 64
split_gain=159.79 169.042 132.769 150.209 129.433 116.621 95.1041 92.9205 90.3772 95.1235 44.09 43.6325 20.6729 19.3026
threshold=-0.041474138809848252 0.1343547104951566 -0.1295299402789323 0.15391587237693069 -0.21939632865683048 0.71378104727367286 3.0083053227182748 0.074361853529138794 0.24348003185465442 0.18237189620205235 37.420767496538339 0.098820254012932332 7.8994995227433149 -0.17754750354308002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 4 -4 -5 7 -2 9 -3 13 -12 -10 -1
right_child=2 8 3 5 -6 -7 -8 -9 12 -11 11 -13 -14 -15
leaf_value=0.59373897990809177 -0.025999111625525519 -0.013226358280246956 0.018124819166266043 0.042050974450249176 -0.0044840420410311782 -0.0098667050653439888 -0.06321315848781843 0.0024900427957682773 -0.03660463060622024 0.036528843580998616 0.030608187823958605 -0.06094661156033182 -0.10215025740942946 -0.065019437208570618
leaf_weight=0.44503182044718315 1787.6776018477394 1017.9861883528647 3702.2620065702358 1863.3723152276943 8011.6396249951213 563.49895441537956 329.7184100530576 3183.857427942974 415.91570584359579 617.22303116449621 108.39676962909289 100.14296685394947 54.414203537395224 848.75972333204118
leaf_count=208 17887 4638 26078 7996 62191 2172 1110 17411 4355 6132 1688 1847 285 69823
internal_value=0 -0.0219417 0.0022931 0.00735285 0.00266165 0.0299961 -0.0112035 -0.00775416 -0.00555709 0.00555415 -0.0545568 -0.0133574 -0.0441878 -0.0646742
internal_weight=0 3163.28 19442 14140.8 11713.9 2426.87 5301.25 4971.54 2105.54 1635.21 1057.74 208.54 470.33 849.205
internal_count=223821 88976 134845 98437 88269 10168 36408 35298 15410 10770 73566 3535 4640 70031
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=14
num_cat=0
split_feature=76 157 28 197 123 130 95 114 145 112 78 121 157
split_gain=129.191 129.031 209.97 174.198 147.275 143.082 241.808 136.263 62.4412 26.06 28.2025 25.7576 6.62729
threshold=-0.18290721319011233 -0.26430588444271402 0.13164917847002822 0.13520246030075492 465.50000000000006 -0.27230831939717792 -0.03796648277525741 4.390638523793144 -0.32765896878118966 0.18527978921061242 0.10414390279373249 -0.017171923926614669 -0.41514190564819103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 11 -11 -10 -1
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 -13 -14
leaf_value=0.27133329830564373 0.068988786186315931 0.041879319104260432 -0.024634699387423076 0.020048246526338208 0.019159114015863538 0.016049011903502216 -0.067759217388442511 -0.0064019770168624287 -0.10392073356259901 0.057422444644160353 0.78744218074232553 -0.046581028312476708 0.11175142439553039
leaf_weight=4.1631420366466045 741.06441684160382 271.60798526171129 1979.016139096464 1560.436292540282 2971.3620044765994 3542.0111197605729 775.57961736459401 11417.995165581495 142.63691906677559 2.3392295048106457 0.68391879647970188 173.79919496169896 6.9414636790752393
leaf_count=19 4163 2413 9766 8646 15296 22333 22839 126821 490 112 6 10884 33
internal_value=0 0.00142549 0.0124913 -0.00493536 0.029106 -0.00358775 -0.0393224 -0.00108636 -0.0615327 -0.0696358 0.222573 -0.0724275 0.171579
internal_weight=0 23259.1 7251.88 3539.45 3712.43 16007.2 1047.19 14960 330.564 319.459 3.02315 316.436 11.1046
internal_count=223821 212277 37871 18412 19459 174406 25252 149154 11544 11492 118 11374 52
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=15
num_cat=0
split_feature=152 130 134 189 29 158 158 25 118 68 118 79 83 195
split_gain=151.953 171.04 166.751 168.073 164.689 159.009 227.905 118.001 122.712 110.998 80.6261 85.5497 58.5164 52.151
threshold=-0.081364909331216068 -0.42806779740576173 0.079277977829698504 11.500000000000002 0.0066872183671134915 0.092438310652505226 -0.084922005140151316 0.049962053736034462 0.38292364656831995 0.28708670334133451 -0.025428404558213123 -0.25020951681634951 -0.023887752831108479 0.56111648454395613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 9 -5 6 -3 8 -2 -4 13 -12 -7 -1
right_child=2 5 3 4 -6 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.062249566973540373 -0.015462444885148592 0.00074709383475760505 0.098681010260894098 0.046079590969766382 -0.0066260168305514724 -0.0014207359135870584 0.035544122004444949 -0.039132922272479519 0.088133867080963685 -0.18728986571927927 0.56144119070234777 0.086488477585164036 -0.062184012177352491 0.099387090037901915
leaf_weight=65.232630119542591 462.22078465699451 8824.9167534488952 222.01151267439127 624.90661241509952 11560.412748186034 243.20988688466605 2392.4982805646723 2319.1334927913267 151.92060520726955 14.456715390086172 3.8356880194041869 336.28346892236732 454.9651269132155 28.762212422210723
leaf_count=2009 34243 46714 623 2104 38912 7873 15695 63017 2811 14 48 2453 7151 154
internal_value=0 0.00753307 -0.00736666 -0.00230267 -0.00392309 0.00528679 0.00816875 -0.0288115 0.0101643 0.0811979 0.0691893 0.0918447 -0.0410171 -0.0127891
internal_weight=0 12349.7 15355.1 12421.8 12185.3 11915.6 11217.4 2933.27 614.141 236.468 434.114 340.119 698.175 93.9948
internal_count=223821 82097 141724 41653 41016 77433 62409 100071 37054 637 4664 2501 15024 2163
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=15
num_cat=0
split_feature=79 103 140 130 106 136 63 127 161 110 139 188 58 113
split_gain=106.742 127.551 382.215 2697.18 211.488 184.226 207.506 202.019 106.985 147.675 114.67 76.2618 57.5385 25.3609
threshold=-0.04377531010420025 -1.0000000180025095e-35 -0.36184447316955604 0.11822592794080612 -0.19951290573095717 0.0051040865825262233 0.014908120388865234 -0.40722001085537424 -0.087777433468021082 -0.29263767344049246 0.10806017367644231 2.0323703315620096 -0.27837008121487578 -0.49523828258876063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 13 -11 12 -10 -1
right_child=1 5 4 -5 -6 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.052477045493394617 -0.080666329199478637 0.033240194812349279 -0.048733289647828838 7.7965218934997127 0.01594428831870166 -0.063511725211758671 -0.022504269911694578 0.0045097544130663254 0.11052870149111477 0.042571642571247501 -0.092750231354369939 0.092059474911818623 -0.065031092313007396 -0.091801957499192011
leaf_weight=13.205419799312947 3.020779292332008 752.84707764349878 539.87346890498884 0.50773892272263754 7955.9340595605318 446.57691019144841 5909.1753610818414 19575.757940037525 19.197171103442088 495.76478793635033 71.672966842539608 34.526935309171677 677.83915906550828 157.37503162096255
leaf_count=45 385 6159 3421 18 65904 4347 37087 56135 279 3760 705 81 43545 1950
internal_value=0 0.00159787 0.0122665 1.05283 0.0118343 -0.00180023 -0.0162048 0.00299261 -0.0259099 0.000953205 0.0254792 -0.0530101 -0.060196 -0.0806327
internal_weight=0 35183.7 8499.34 3.52852 8495.81 26684.4 6662.02 20022.3 1469.58 738.018 567.438 731.563 697.036 170.58
internal_count=223821 173456 69728 403 69325 103728 43246 60482 50365 6460 4465 43905 43824 1995
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=15
num_cat=0
split_feature=76 76 38 44 96 49 25 75 47 173 121 58 109 107
split_gain=74.4452 77.2333 117.433 134.038 89.4528 87.9993 91.5867 62.6235 59.2574 56.5857 115.59 49.4444 23.6211 8.10319
threshold=-0.32227677501239599 -0.051451594210281122 -0.069903341151000734 -0.13770846040618404 0.79222618110399956 -0.11290861499858411 0.03369250337189212 0.0022501274679477038 0.20709348193422614 0.16563603111776259 0.10024490006415142 0.027783948216368985 0.10186024859616785 0.065577290690539067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 10 -10 -11 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.0025627589899812498 -0.0089232967534297394 -0.012043834216481808 -0.0062196620817197299 0.045140720121392884 0.018421215327203876 0.034441082223349316 0.0062126730292453277 -0.10363667839436444 0.019241006949540132 0.59834646450403006 0.73052391159771368 -0.019528130988067875 0.074392537227625885 -0.087022222714579059
leaf_weight=10.626528352499006 187.23513708077371 671.11768779961858 18847.015115515795 1053.0739935908932 1598.1987506379373 1386.8714212356135 6711.628616479109 111.31115529080853 7.451501125469802 1.3188947774469841 3.2950392803177238 71.903117743320763 10.04080170765519 202.56289215479046
leaf_count=24 1289 8535 133916 12668 12987 8194 43847 586 36 15 34 1046 35 609
internal_value=0 0.000913689 -0.00217992 0.0228824 -0.00429349 0.00908127 0.0110468 -0.0442366 -0.0485607 0.0230503 0.23733 -0.00839881 -0.0754973 -0.0825568
internal_weight=0 30566.5 22169.4 1724.19 20445.2 8397.05 8098.5 298.546 307.199 83.9686 10.7465 73.222 223.23 213.189
internal_count=223821 222022 168106 21203 146903 53916 52041 1875 1799 1131 70 1061 668 633
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=15
num_cat=0
split_feature=67 151 114 33 126 154 116 19 106 121 32 63 105 101
split_gain=144.993 123.853 128.541 105.467 102.597 84.3345 72.8392 67.6552 26.5081 20.2673 35.5799 19.4836 18.5612 15.6306
threshold=-0.03214014784576355 -0.23330316469819642 19.697475130814407 7237.879163112776 0.9128015644411972 -0.30869701998692139 1.0171575029849362 -0.017257261217752885 0.42533161383099055 0.12576510999814336 0.012003266848453042 0.0097388576157327478 15.550169878803443 -0.029892792759047732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 12 -11 -10 -1 -13
right_child=1 2 3 -5 -6 7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.071851725576416711 0.024970502952287674 0.0066248724378585241 0.02778366589177448 -0.038740170468979068 -0.009537362541705072 -0.043873647450148094 -0.047792050243660414 -0.0073748361711023286 0.16688257517039237 -0.020085283040259767 0.35041092874887003 -0.066791819768022329 0.02156137789594139 0.032513818452557672
leaf_weight=404.05348982827854 619.90422869613394 9083.6569650867023 2777.0280178274261 260.69358464889228 6919.6047837387305 1275.5195823381073 176.82062957435846 843.8434004978044 6.6317286364501333 17.539706517476592 3.0414871824905267 29.375314610661007 22.453123178274836 34.423929660988506
leaf_count=76423 3591 57626 16078 1546 52285 7680 642 5466 30 1201 28 262 488 475
internal_value=0 0.000277077 0.00321622 0.0220747 -0.00036347 -0.0189145 0.00882199 -0.0293413 -0.0532742 -0.062257 0.0346666 0.00374754 -0.0669341 -0.0132098
internal_weight=0 21957.1 19041 3037.72 16003.3 2916.09 796.725 2119.36 517.519 447.088 20.5812 70.431 426.507 63.7992
internal_count=223821 144914 127535 17624 109911 17379 4233 13146 78907 78140 1229 767 76911 737
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=15
num_cat=0
split_feature=115 55 155 172 130 172 151 64 28 3 173 156 118 8
split_gain=120.333 214.473 192.88 140.358 131.92 115.242 112.115 111.689 99.8773 95.162 86.934 58.8119 55.3185 63.4406
threshold=0.068652823606970545 0.074848111468057907 0.034310600565256984 0.48198637941955919 -0.18863651714292559 0.28559678688308965 -0.078992740218055357 -0.017812407273547121 -0.035857325991826242 12.766151750469287 1.2098588409410551 0.81173034726481286 0.088153112961788183 -0.22163527508310518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -4 9 -1 -5 11 -11 -2 13 -8
right_child=6 3 5 8 -6 -7 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.038344400899409548 -0.039046614616395768 -0.079706331173800105 0.042527689076583365 0.00056423062175668789 0.014089766880333761 0.0050858324541157339 0.041644611809933924 -0.0069364421063630444 0.054793986993126487 -0.014085784312885891 0.054011084755139938 0.08282336629024202 -0.018974666165330337 -0.063593528140017133
leaf_weight=1406.9501531989663 49.658467192202806 177.88651281478815 916.63433784269728 431.06360762024997 954.71903381450102 7966.2493003880954 62.524190633906983 5798.4522012622328 1600.9321970745223 1966.7590170963085 207.22422733809799 195.45220771885943 1025.1822149257059 683.25502496486297
leaf_count=11124 92 278 6691 3134 3853 76965 499 26267 7830 28515 2779 805 19249 35740
internal_value=0 0.00376909 -0.000911964 0.0275667 -0.000641806 0.0089495 -0.0149309 -0.0130693 0.0432898 -0.000935029 -0.00759479 0.058133 -0.0340489 -0.0547706
internal_weight=0 19252.9 16088.3 3164.6 1132.61 8882.88 4190.06 7205.4 2032 2419.09 2173.98 245.111 1770.96 745.779
internal_count=223821 136142 121047 15095 4131 83656 87679 37391 10964 32191 31294 897 55488 36239
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=15
num_cat=0
split_feature=107 2 97 34 190 160 25 160 160 126 163 18 125 66
split_gain=160.059 224.368 406.639 211.007 196.268 186.151 167.07 232.991 207.801 139.1 133.007 82.9229 80.0041 75.5348
threshold=-0.076727364019658365 -0.15786995946287133 0.2512190420875608 -0.12940378379574033 -0.065789473684210689 -0.26635436990062 0.041142512334862144 -0.21795566454409118 -0.31107441703553323 0.95352253048880853 -0.27004639829071181 0.91570935507888684 0.037408948194496673 0.61055613722840774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 13 -5 -4 8 -8 12 -9 -1 -10 -2 -3
right_child=6 3 5 4 -6 -7 7 9 11 -11 -12 -13 -14 -15
leaf_value=0.0037643475365800694 0.20048989946230897 0.12898210103106153 0.043934733962841158 -0.046014806333541936 0.02963861913181012 0.0015190090153888787 -0.054194262708915468 -0.0022462073021992297 0.0066530346291860153 -0.033843781717018961 -0.04769098676811586 0.12561412916923248 -0.085058782809007902 -0.064836103959096669
leaf_weight=653.98434477421688 84.72632073488785 21.361319767660461 1266.88374609733 365.40274462127127 5573.1168350027874 5645.4367273908574 1249.372217129101 7445.2373807743425 997.07374689204153 1713.9516660618829 2166.77320603095 62.254037397564389 11.096979860740246 342.56815246678889
leaf_count=10937 1360 72 1844 6925 23483 13420 20424 93571 27810 6520 11354 3575 955 1571
internal_value=0 0.00575422 -0.00376428 0.020454 0.0249836 0.00929292 -0.0096805 -0.0136848 0.0264004 -0.00815904 -0.0357612 0.0136441 0.167421 -0.0534597
internal_weight=0 16035.5 9733.08 6302.45 5938.52 6912.32 11563.7 10408.6 1155.15 9159.19 2820.76 1059.33 95.8233 363.929
internal_count=223821 69606 37555 32051 30408 15264 154215 120515 33700 100091 22291 31385 2315 1643
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=15
num_cat=0
split_feature=85 77 137 155 54 119 61 128 195 2 55 71 32 52
split_gain=114.162 146.714 129.444 123.684 111.349 103.846 101.28 226.717 141.694 84.8708 82.784 74.6598 62.6529 54.7299
threshold=-0.033089559306409048 -0.26160702867231522 -0.039907807015284784 -0.41615761887494224 6.7770067666575828 0.271613424034512 0.0018928513823708135 0.15994399870935572 0.42173484049110399 0.14760350869846731 1.0064538148150792 0.040648726556528812 0.66836216773702617 0.41517433492188499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 5 -3 13 7 -5 -8 12 -7 -4 -1 -2
right_child=3 2 11 6 -6 10 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.1322480589797797 0.067818746672062141 0.15437257311235827 -0.060556250779729773 -0.023285258935008088 -0.0089987843584025239 0.0092735536843170947 0.010714506099181786 0.0088023099499373262 -0.0044461118496919097 -0.050649140639480651 0.16267117543723189 0.025357791581882901 -0.0092163352804160333 -0.086211882050262201
leaf_weight=115.65644465084188 43.035798043012619 44.051280613872223 1034.8935382841155 4651.1944536970695 788.01934079290368 50.081441194750369 14669.006803279743 4181.6362831313163 10633.726114007644 54.549604140454903 118.24685539491475 112.10523947840557 42.927553541027009 49.717772057279944
leaf_count=369 79 1320 34494 54025 22176 130 49119 20708 37454 2411 182 602 450 302
internal_value=0 -0.0218869 -0.0303766 0.00164924 -0.000349618 0.0702161 0.00112482 -0.00809437 0.00434311 0.0569446 0.117032 -0.0521592 0.0939547 -0.0147448
internal_weight=0 2192.2 1979.07 34396.6 832.071 261.082 34135.6 8832.83 25302.7 213.134 168.328 1147 158.584 92.7536
internal_count=223821 61822 58592 161999 23496 693 161306 74733 86573 3230 312 35096 819 381
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=15
num_cat=0
split_feature=118 71 71 195 83 80 172 137 191 23 44 168 108 180
split_gain=73.4734 72.4884 107.947 94.8785 90.5188 68.5263 61.7138 40.3448 45.2943 37.8975 35.2133 28.4497 38.3896 26.583
threshold=-0.20309236308291118 -0.15603129340325853 -0.069109330054116694 0.15008793528703659 -0.096673501768121908 -0.13404542859466537 1.624562490802518 0.16132047217707415 0.021943762338100008 -0.18206733228364422 -0.13316697029109006 9.2487390293634792 1.3452277393729213 32.906961178045528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 11 10 9 -9 -2 -7 12 -1 -8
right_child=1 2 4 -5 -6 6 13 8 -10 -11 -12 -13 -14 -15
leaf_value=0.52597923661699475 0.10007351468465919 -0.083369315280787878 -0.021638143300747006 0.024560422918737335 0.0017154749681196181 -0.059907821463103909 -0.10923227469065505 0.10507890488953045 -0.037669707992160649 -0.04908684542529515 0.0088700030873610763 -0.052682368164627874 0.129135343273 -0.045894530534954479
leaf_weight=2.7809040155261817 17.644333094358444 84.079448313452303 1778.6131430668756 2603.3796715778299 24825.350685073849 93.425565586308949 79.374291328713298 41.673998042941093 47.63592591881752 492.01199050806463 366.32447790005244 7.0002205250784746 19.74993540532887 401.19019132619724
leaf_count=18 167 399 12363 19015 177931 1778 468 365 329 2598 4640 154 90 3506
internal_value=0 0.0013794 0.00208361 0.0211837 0.000154164 -0.0265877 -0.0312983 -0.0330586 0.02894 -0.0439229 -0.0051063 0.123406 0.178116 -0.056356
internal_weight=0 29890.4 29291.4 2687.46 26604 969.846 940.315 598.966 89.3099 509.656 459.75 29.5311 22.5308 480.564
internal_count=223821 213167 209708 19414 190294 10654 10392 3459 694 2765 6418 262 108 3974
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=15
num_cat=0
split_feature=145 106 68 109 41 57 35 126 101 1 1 105 181 20
split_gain=141.372 127.187 158.904 121.741 196.508 101.002 100.8 42.7797 17.3137 21.2617 14.8016 10.7745 4.81296 3.33389
threshold=-0.30231291753226025 -0.041474138809848252 0.098296629418191908 0.43694543769375255 0.088611224035909111 3.4086506747827037 -0.073441595154401337 0.88674768022052619 -0.08003180699772415 0.22742250606756517 0.19011293963743783 27.442233219528784 -0.028106785393515778 -0.22719094027174455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 12 10 -10 -11 -1 -14
right_child=1 3 6 4 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.061028656911721595 -0.0031392710798439621 -0.042384786542740666 0.061294962074706263 0.18177050312033816 0.023788337191365593 0.0026664312132317677 -0.011388534730339215 -0.063797895357282419 -0.079743194930964531 -0.15353482619089412 0.19078847274848773 -0.3520983602901826 0.027166267168164022 0.16436843530239142
leaf_weight=2.844004150480032 137.46558459461085 511.92764569068095 211.9290789962979 88.353062070033047 723.21457382012159 17833.991626201256 1914.2299580030376 753.91298492636997 193.47898191373679 13.177380931563677 2.0437877055956042 3.4477401291951528 3.6944871596060693 3.4017581969965232
leaf_count=33 7561 7036 2007 572 2050 116625 11445 53410 22884 97 37 17 26 21
internal_value=0 8.02492e-05 -0.0190021 0.00308596 0.0409874 0.00140931 -0.00414366 -0.0544433 -0.0801028 -0.0861467 -0.0769153 -0.194713 0.0488862 0.0929375
internal_weight=0 22175 3017.54 19157.5 811.568 18345.9 2126.16 891.379 222.088 212.148 195.523 16.6251 9.94025 7.09625
internal_count=223821 200706 74423 126283 2622 123661 13452 60971 23115 23035 22921 114 80 47
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=15
num_cat=0
split_feature=73 157 58 1 129 118 131 109 194 157 152 16 155 155
split_gain=130.505 192.549 196.342 168.042 146.632 135.32 134.996 110.616 92.5217 68.1196 40.7709 37.6188 33.1203 28.0957
threshold=-0.043485798424407467 -0.10757786164878333 -0.14906424948596222 -0.39855879072766004 1.0212563822485337 0.015135421474339517 0.5377874268496724 0.22490433674855817 0.15659032729312286 0.0036082169813815815 0.79925364191177262 -0.29279350979043889 0.31619376999898502 -0.39917122489676171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 10 6 -4 -5 9 -2 -3 13 -6 -9 -1
right_child=1 7 5 4 11 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.13079113376494311 -0.058613437611311263 -0.00085593037833383732 -0.0089916923037891214 0.006411561364268634 -0.047135992183069256 0.014307505967762327 -0.070758128708644924 -0.059921035277958015 0.019220297529017424 -0.038778471861382988 -0.15220327919995716 0.075420539187597169 0.012459200093870429 0.088752226315540694
leaf_weight=5.9374601840972892 760.63121498282999 1311.5970124055148 4304.3988550554495 8182.4517005385278 26.899661227245815 5922.6768997693434 233.14679826924112 937.35883525468853 191.09300969308242 741.43355144913221 7.4276570715010157 363.38574681058526 67.79226081824163 319.31394449435174
leaf_count=2 2661 11460 21406 78338 494 28324 1050 11733 861 58632 25 3718 2552 2565
internal_value=0 -0.00562427 0.000458418 0.00968826 0.00705256 0.00450128 0.00427364 -0.0278588 -0.0429855 -0.0145513 0.0794542 0.0669736 -0.0550394 0.0847445
internal_weight=0 14237 11178.8 9138.56 8805.88 10227.1 8415.6 3058.18 951.724 2053.03 332.679 390.285 1005.15 325.251
internal_count=223821 137629 53252 86192 83600 49730 79388 84377 3522 70092 2592 4212 14285 2567
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=15
num_cat=0
split_feature=181 107 158 145 161 108 193 157 12 109 117 107 70 142
split_gain=136.207 149.405 240.203 230.739 187.781 171.891 198.727 95.2164 90.9352 67.2381 61.7851 43.7383 31.8756 15.6655
threshold=-0.053045957183455089 -0.098600848494756824 -0.18476735080952342 -0.23284926635301431 0.19459352512920808 1.8152720299971936 0.028560142085737972 -0.43177177698915681 0.80942469364813174 0.99088420065641303 9.2250984029378227 -0.22296412791632103 1.0472965336462785 0.032131196125179166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 11 10 -10 12 -1 -13
right_child=1 5 4 -5 -6 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.10636524968261368 0.027749500307141729 -0.028754268959208837 0.03346131698702557 -0.011736738821758895 -0.0098626270011278033 0.081983506763629158 0.0044267389576587556 -0.043364986207838838 -0.048880345461780286 -0.48374322996873975 0.087245718625240262 0.074160028203064762 0.080428936019629013 0.24256999630682602
leaf_weight=26.031860617455095 1908.745029439393 2302.8098264252185 4419.2669640535023 6586.7339369320543 1293.2175889697392 63.157321896404028 8349.8090536926757 1496.6765970975393 928.94314607704291 3.4896052088588467 34.584044547867961 78.557351658702828 14.074822418391703 5.9411413676571092
leaf_count=45 10411 95505 18655 17640 5092 94 33610 3755 37499 17 690 692 29 87
internal_value=0 0.000825166 0.00779703 -0.00286506 0.0236535 -0.0072859 -0.0027461 -0.0382897 -0.0352207 -0.0455812 -0.0439943 0.0451835 -0.0408127 0.086001
internal_weight=0 26420.4 14208 8495.48 5712.48 12212.5 10652.6 1559.83 1091.62 967.017 963.527 124.605 40.1067 84.4985
internal_count=223821 184762 51798 28051 23747 132964 129115 3849 39059 38206 38189 853 74 779
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=15
num_cat=0
split_feature=197 167 71 44 74 32 14 55 170 170 68 5 124 197
split_gain=102.338 152.527 207.074 164.731 126.662 103.233 102.897 101.026 101.618 114.663 99.628 61.0377 55.5198 147.909
threshold=-0.013879734905696895 -0.13693185813903094 0.22299828027263932 -0.10946834025667326 0.4014361117916882 0.072791916288461919 -0.19953367710702463 -0.22857204936418826 -0.23096492495562507 -0.059096063773764862 -0.065991569852277845 -0.053377971864169385 0.44312387190819019 -0.0074726511591952259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 -4 -1 -5 12 10 -10 -9 -3 13 -2
right_child=7 2 4 6 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.053535314643679888 0.16891801206837989 -0.01514480493440035 0.070619138262462564 -0.016804532309119012 -0.034583357388128733 0.019989489881305181 0.027827093274981941 -0.059206891727239697 0.011727104072610201 -0.0014967296088357759 0.056218192588457387 -0.070274785424544836 0.095772533390397527 -0.084975385085676036
leaf_weight=745.16908396640792 35.128748881630599 252.96888114674948 237.20135422050953 757.36580753512681 221.13748310972005 256.76512747816741 1624.5835151486099 464.19929331541061 9528.9543890780769 21024.028434135078 89.138840914703906 974.32823175477097 178.50567239290103 66.158001486677676
leaf_count=5350 242 4512 614 3470 1041 874 6211 4202 45128 120404 530 30265 199 779
internal_value=0 -0.0129161 -0.0374924 -0.000673782 0.0198615 -0.0346932 0.013636 0.00239645 0.00185837 0.00262756 -0.0406127 -0.0589115 0.0622176 0.00308112
internal_weight=0 5069.52 1685.64 3383.88 458.339 1001.93 2381.95 31386.1 31106.3 30553 553.338 1227.3 279.792 101.287
internal_count=223821 52337 36432 15905 1655 6224 9681 171484 170264 165532 4732 34777 1220 1021
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=15
num_cat=0
split_feature=126 108 167 158 195 8 4 28 72 44 113 47 115 49
split_gain=70.2127 69.1201 144.822 152.463 98.5107 93.0207 95.1583 80.3029 67.0812 31.441 34.992 23.1651 24.1472 16.7612
threshold=0.79181280032510304 1.5473730998156208 -0.028625754310250006 -0.051240872761301563 0.31205088270162501 0.26693620814426205 0.023525311010484697 -0.24666337674540736 0.50640274837459176 -0.10777686776761519 -0.25461020743721763 -0.055275149551762409 0.18095087494809095 -0.1599599212353757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 13 -11 -1 -13 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.063379532557588492 0.073741638615793748 -0.0052577098494333441 0.025726068035863366 -0.040142657391571128 -0.0030808930775011057 -0.044213101484841512 -0.0027890930755605004 0.0069270959027436145 0.30673776706893158 -0.069292667390258453 0.18741145639372975 0.082060221375065578 -0.022688908648016454 -0.035456293352940149
leaf_weight=29.815241456497461 182.21173136786092 3421.5841772390995 1602.5322845079936 1976.5271907211281 4579.2857188357157 640.48130398802459 4133.4042726848274 14073.320425693528 1.6048899050801981 5.858097579330205 56.765750824473798 52.630655811401084 37.822625217959285 13.24075042712502
leaf_count=316 1352 34406 8697 7787 25269 3960 26465 114101 18 69 307 411 529 134
internal_value=0 2.82114e-05 -0.00606344 -0.0180309 0.00438683 0.00373515 -0.00834668 0.00778111 0.0598089 0.13238 0.163398 0.0130629 0.0382599 0.00153664
internal_weight=0 30609.3 11579.9 5398.11 6181.82 19029.4 4773.89 14255.5 197.738 77.4695 62.6238 120.269 90.4533 14.8456
internal_count=223821 222037 76159 42193 33966 145878 30425 115453 1784 528 376 1256 940 152
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=15
num_cat=0
split_feature=167 169 116 58 42 131 77 32 14 138 123 112 30 17
split_gain=137.975 115.47 119.409 120.82 101.04 97.9593 90.5802 88.0865 87.4001 86.4377 67.3152 49.8578 32.436 29.5148
threshold=-0.043379443650630352 1.7697375158738764 0.44878210242776795 0.92220995383270721 0.61983544574076521 0.45464816640776801 -0.24806587988364107 0.80575060674749033 0.19974407068253466 0.26719750190012764 606.50000000000011 -0.19251659950097319 87.874767863676041 0.74257285304764264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 8 13 9 10 -7 -1 -10 -8 -3
right_child=1 6 3 -5 -6 7 12 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.022915662767771041 0.0013635820226263161 0.12290453812606005 0.029983716321796802 -0.011582623196103703 -0.063873521171924477 0.064535392192909824 -0.072305266407766577 -0.053971816813460541 0.030823457454364152 -0.031561859743659125 -0.059966778123864445 -0.019659108161587696 -0.025232359589996062 -0.067660115323472103
leaf_weight=2333.1434326469171 13207.873781148694 42.838622372597456 2950.1009806783404 916.54499200405553 241.75822848593816 360.7465828723216 307.69548277801368 126.7844111850718 411.90510085725691 126.39668330433778 620.83567325638433 372.61009170400212 279.21211825450882 10.030496966093777
leaf_count=43051 94407 100 21916 5434 1175 3916 1556 517 1908 6116 39625 3082 990 28
internal_value=0 0.00310203 0.00464344 0.0201309 0.00019094 -0.0167436 -0.0386178 0.0202773 -0.0228231 0.0396015 -0.0307027 0.00684647 -0.0499111 0.08675
internal_weight=0 17956.1 17316.3 3866.65 13449.6 4352.42 639.777 613.928 3738.49 487.143 2953.98 784.515 586.908 52.8691
internal_count=223821 125606 122932 27350 95582 98215 2674 10549 87666 10032 82676 4990 2546 128
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=15
num_cat=0
split_feature=73 186 1 108 151 72 72 158 43 191 122 144 97 105
split_gain=118.151 200.504 159.56 142.706 112.175 99.2723 84.0369 76.2933 69.396 55.248 51.8685 78.131 40.9245 40.8743
threshold=0.59254971633777587 50.250000000000007 -0.39855879072766004 1.5429124126632991 -0.15045357417448946 0.66667888904224559 1.0248136159082504 -0.18184978953169598 0.73739887010663474 2.7385566629752791 0.088638298940761959 0.94660274147101886 0.2278779919975569 7.704573987149927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 8 -7 12 -3 11 -8 -2 -12
right_child=6 5 4 -5 -6 7 10 -9 -10 -11 13 -13 -14 -15
leaf_value=0.075628583334459723 -0.042372345563510917 0.058505390998366748 0.0088643904069035245 0.00039247971452866475 -0.0067166501134454104 0.25300726114838185 0.038105847323039253 0.085788387495734156 -0.043280056669139727 -0.058397996170648107 -0.048678242389031172 0.44458594752265879 0.034798003231670115 0.094840249185780046
leaf_weight=529.54780786763877 102.5853067424614 267.49515145004261 7354.8032122941622 481.20386192388833 12429.514303051747 43.882301606237888 245.84015235700645 72.136323212180287 1299.8297010764945 47.623361527919769 133.69682535616448 4.8214729031315064 208.16740687261336 23.303060834761709
leaf_count=3319 208 1322 47531 2100 147386 225 1271 540 16212 355 1949 57 1096 250
internal_value=0 0.00245493 0.00105549 0.0398098 -0.000924412 0.0699541 -0.0228645 0.149036 -0.0331307 0.040838 0.0176947 0.0459245 0.00932262 -0.0273762
internal_weight=0 21226.2 20795.1 1010.75 19784.3 431.137 2018.24 116.019 1610.58 315.119 407.662 250.662 310.753 157
internal_count=223821 202778 200336 5419 194917 2442 21043 765 17516 1677 3527 1328 1304 2199
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=15
num_cat=0
split_feature=118 115 161 157 163 139 110 160 107 75 108 77 96 149
split_gain=141.567 159.326 193.593 191.847 176.484 82.4594 90.2942 130.228 88.0036 75.8205 72.0846 58.7941 58.0205 48.2731
threshold=0.86487457214777053 -0.17518756583639053 0.037395531155614427 -0.14273723983500569 -0.0069935754785132812 0.33760676528015965 0.67405238953873481 0.30002999669838298 0.038444410308083481 0.06604559517466245 1.7755339095844731 0.35867362009519915 0.19815960209735059 -1.0899101036668049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -4 8 7 -7 12 13 -11 -10 -2 -1
right_child=5 2 4 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.28481590335922669 0.022785753444254171 -0.0024576152417617961 -0.0576126165526374 0.022334832996966453 -0.0086325865977531658 -0.045100607763244031 0.040486605071574699 0.044227536210693225 0.016514015267853149 0.08171122149254291 -0.13897801092197895 -0.079724014201334292 0.070314761552431146 -0.067338367048948619
leaf_weight=3.9195366963976985 431.30450162151828 9493.3286480057286 804.70680349768372 4649.9243965113419 8571.767107653257 591.1058797815931 346.49561780132353 225.4492514168378 979.27344695711508 69.453236360102892 18.808822330087423 67.880860738456249 634.95417558215559 566.28770659316797
leaf_count=45 1863 45030 6369 52552 87253 1940 673 634 3265 86 34 142 1136 22799
internal_value=0 -0.00305188 -0.00169362 0.00569348 -0.0128361 0.0190982 -0.00228686 -0.0204373 0.0308668 -0.0515672 0.0346819 0.0102755 0.0510891 -0.0649177
internal_weight=0 24178.2 23519.7 14143.3 9376.47 3276.46 1163.05 816.555 2113.41 658.469 88.2621 1047.15 1066.26 570.207
internal_count=223821 214168 191204 97582 93622 9653 3247 2574 6406 22964 120 3407 2999 22844
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=13
num_cat=0
split_feature=16 122 73 151 16 21 6 182 52 52 163 78
split_gain=102.235 107.136 120.461 101.366 137.551 82.8366 65.3762 34.9183 28.6944 33.8601 20.3845 3.45262
threshold=-0.5416544453060318 -0.41580495332593809 0.90699536283879933 -0.4984425617537262 0.1384757433539536 0.17133075888266311 0.29029264911209801 4.3041432276556835 -0.076527134499233748 -0.086675061386405197 -0.31601338821322783 0.52145132434842523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -5 -3 -2 8 9 -1 -10 -4
right_child=1 3 11 4 -6 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.068488628589877851 0.028714569331619422 -0.00036583108471135929 -0.11332854167117451 0.002925414217344964 -0.011822968798489658 0.091217760564908379 0.12480712086152893 0.28158266238374935 -0.38610933149459847 0.090593780602990642 -0.1005922567294471 -0.055468715881884151
leaf_weight=49.414682309143245 129.39501821203157 179.00736778241117 30.053192920982838 27194.544712820789 8239.8041690685786 220.3100552787073 156.35292237065732 2.7458010073751202 2.5539902448654166 18.347391094081104 119.49761134968139 15.701411180198191
leaf_count=585 637 519 35 146096 73312 359 188 28 8 59 1972 23
internal_value=0 0.00058398 0.057172 6.04756e-05 -0.000504133 0.0501624 0.0812936 -0.0724746 -0.0775963 -0.0254152 -0.106567 -0.093473
internal_weight=0 36165.2 331.503 35833.7 35434.3 399.317 285.748 192.559 189.814 67.7621 122.052 45.7546
internal_count=223821 221169 883 220286 219408 878 825 2652 2624 644 1980 58
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=13
num_cat=0
split_feature=160 178 26 2 5 143 195 85 158 91 64 20
split_gain=67.7295 118.123 117.02 112.288 90.9275 115.562 108.55 60.1797 27.3077 23.8781 28.4312 7.30691
threshold=-0.35230613203342798 -0.1856258544780883 -0.047488710292124432 -0.22056580931809414 0.015734103795464607 -0.001051647022447467 0.30939881799266189 0.20595718200968208 0.17155948804407251 0.023794865967985874 0.13794339601248753 0.38636096784378265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 10 -1 -11
right_child=1 4 3 -5 6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.029580582962569497 0.061954094883569545 -0.00076491323471091074 0.065169398493642547 -0.014970182826327453 0.015410019443633278 -0.022605178749545589 -0.0013694503310474821 0.20714632686667783 0.17383336984337969 -0.07675439696234658 0.13967096109068414 0.025460849469887387
leaf_weight=294.06651610240806 417.14593323867302 8297.3354754337342 247.76420777291059 594.01420385972597 5806.6277503329329 3421.8192691791337 11473.486926665908 30.644326258567162 6.0400949679315081 148.95484979619505 10.271675756433977 7.3381631607189766
leaf_count=13485 3750 78053 3429 4976 28867 19981 67615 272 30 2251 986 126
internal_value=0 0.000974491 0.0305884 0.00861764 -0.000342412 -0.00714195 0.00426895 0.0718903 -0.0374142 -0.0401842 -0.0238682 -0.0719553
internal_weight=0 30288.8 1289.57 841.778 28999.3 11719.2 17280.1 447.79 466.671 460.631 304.338 156.293
internal_count=223821 206943 12427 8405 194516 98034 96482 4022 16878 16848 14471 2377
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=13
num_cat=0
split_feature=10 142 195 114 195 76 163 166 66 76 148 151
split_gain=120.221 110.956 136.313 160.856 147.774 67.38 39.1465 43.4721 43.0939 34.0748 48.2864 34.7228
threshold=-0.22094857374743349 2.4667753125852401 0.31079811995949053 5.7381148335395293 0.1432331000577311 -0.24601810379071293 -0.14680853958277423 -0.16634408504832496 5.1983093931947906 -0.24601810379071293 0.27916804436744724 -0.083632729683895138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 7 -7 -8 11 -11 -3
right_child=1 9 3 -5 -6 6 8 -9 -10 10 -12 -13
leaf_value=0.1319299649766987 0.074040692024682123 -0.020242861352616114 -0.045371556185724686 0.0098460318933269401 -0.011903678080488669 -0.07152740865026766 -0.07384814956840724 0.46763842094209152 0.074646511673055527 -0.059805850666299711 -0.0046087995119849781 0.10999546298227769
leaf_weight=19.704670704901218 206.04657164000673 64.266997523605824 549.44165200777934 13255.688581093389 6887.8009877912118 397.29404395111487 35.635538687522057 1.5010786736384023 43.27686250442639 508.16364721138962 230.31868160492741 30.039311524480581
leaf_count=36 1227 142 23046 91903 56372 44212 3030 35 526 2125 1042 125
internal_value=0 0.000432692 0.00185907 0.00764838 -0.00940735 -0.049289 -0.056764 -0.069498 0.00758877 -0.0353624 -0.0425909 0.0212418
internal_weight=0 21731.8 20899 13805.1 7093.85 497.412 477.708 398.795 78.9124 832.789 738.482 94.3063
internal_count=223821 175982 172548 114949 57599 47839 47803 44247 3556 3434 3167 267
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=14
num_cat=0
split_feature=76 73 1 173 72 114 135 116 145 161 77 182 27
split_gain=108.375 112.984 163.707 145.375 80.3075 73.2027 71.2178 63.4016 52.845 23.3203 23.691 12.5587 5.35935
threshold=-0.18290721319011233 0.52793544927981872 -0.43689263279315416 1.102971874088065 0.96277931691858565 6.0976135964575704 0.40139049387838738 0.1124755547883899 -0.32765896878118966 -0.24320538451145737 -0.10466286711846381 -0.05013877911552872 0.13724803856140064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 12 11 -11 -10 -1
right_child=1 4 3 -5 7 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.10367165194332062 0.082023287014550958 -0.0023720655102721345 0.00090457523411124105 0.069444327139095471 0.057349406849752864 -0.044470400259126047 0.0019677873765975517 -0.015575439271673739 0.01628493691546145 -0.053954142425879273 0.18320599826251294 -0.12534409610351371 0.2486249870021538
leaf_weight=6.5550849735736829 373.45551752392203 637.67413647065405 19720.317884017073 314.39409740384144 211.18216835387284 1172.5447261036607 158.1954811415635 273.77724001032766 6.8653583899140349 221.45240732349339 4.2937858403893179 71.114362956956029 4.1753810420632362
leaf_count=35 2254 2628 181911 3096 1126 17377 650 3235 24 11315 51 102 17
internal_value=0 0.00108504 0.00343351 0.00198013 -0.0199589 -0.0296407 0.0582024 0.0161807 -0.0580237 -0.065729 -0.0494433 -0.112875 0.160075
internal_weight=0 22861.5 20566.4 20034.7 2295.18 1810.22 531.651 484.959 314.456 303.726 225.746 77.9797 10.7305
internal_count=223821 212277 187911 185007 24366 20005 2904 4361 11544 11492 11366 126 52
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=15
num_cat=0
split_feature=51 184 44 143 82 95 147 123 111 37 157 119 36 137
split_gain=135.909 144.651 151.245 142.95 88.4716 79.7501 66.9144 59.3212 44.9656 46.2389 43.7255 43.6859 36.806 31.3147
threshold=5.4470138986005781 -0.053046455003499866 -0.15679666950649343 0.028253956891450185 2.1084660218099671 2.5510273911557571 -1.4967518598689498 1159.5000000000002 1.0256113970576364 3.0083770631248257 -0.097632876703400664 1.9398036114661006 1.1850891397807841 0.16132047217707415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 10 13 -10 11 -1 -12 -9
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.0938362502383355 0.29376953955449597 -0.041745619931711719 0.0099005807095036581 -0.0054434274880223767 0.12200424749843318 -0.54261833844065144 -0.039791714120307992 0.1141525497066161 0.060862599422871366 -0.16084670486662264 0.28924787007675307 0.14589037427071752 -0.014472874263858806 0.048526359002577374
leaf_weight=67.158364954171702 6.051635517855174 1054.8871968379244 11040.608110517031 13490.679757870501 34.059832632541656 3.1384923458099356 968.84531456849072 83.374654916115105 17.941162530332804 19.775037847459316 6.8979638339951661 8.5719280773773772 9.4644982065074128 568.43941802531481
leaf_count=680 143 8368 102190 71273 44 2 38273 169 31 42 68 25 92 2421
internal_value=0 -0.00159731 -0.000156462 0.00146233 -0.0366239 -0.0393413 -0.0377211 0.04071 0.0507779 -0.0553821 -0.0346725 -0.0667015 0.113567 0.0569207
internal_weight=0 26598.3 25620.2 24531.3 1088.95 978.035 974.897 781.623 689.53 37.7162 92.0928 75.7303 16.3625 651.814
internal_count=223821 220293 181875 173463 8412 38418 38416 3528 2663 73 865 705 160 2590
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=15
num_cat=0
split_feature=152 16 194 90 22 74 112 73 110 166 137 55 146 5
split_gain=95.46 145.239 183.095 147.104 121.615 120.563 103.59 98.2677 96.3473 90.9077 80.1971 75.4956 74.4694 72.3695
threshold=-0.34660847528732602 0.1384757433539536 0.57686357926819476 -0.050171408914292642 0.056345170090886444 0.34318498224763688 0.5819357387812284 -0.1003887700261908 0.67405238953873481 -0.40591440026414927 -0.23784504971270146 0.23818694824478043 -0.15084862265478136 -0.045256151360983189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 8 12 -5 -4 10 -2 -3 -6 -9 -1 -14
right_child=1 2 6 5 7 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.09908963079344961 -0.046272466931518839 -0.085092781135512774 0.031735952509361592 0.0087215940823222021 0.60489237050864553 -0.0053038682446710731 -0.033677083920929392 0.0026315775752415761 0.14227094004643034 -0.019275417463366386 0.07650003307786693 0.052148194296563727 0.17084410801278926 -0.035429038526442767
leaf_weight=124.55029713734984 779.67998651182279 218.22996143391356 1148.6113911448047 16794.510456125194 2.8991481256671241 9650.7410608266946 306.75379117578268 909.54391717771068 28.079031988978386 5468.3625146457343 311.36886174208485 465.48855130141601 23.690708303358406 60.303043085266836
leaf_count=1039 12167 2219 3192 109073 44 27163 683 2442 32 62211 1128 1704 42 682
internal_value=0 -0.00100734 -0.0137012 0.00231922 0.0220306 0.00360324 0.0179486 0.0309248 -0.0397184 -0.0218012 0.0813745 0.0193944 -0.0500168 0.022751
internal_weight=0 34395 7141.96 27253 1897.84 26445.3 1455.37 1689.3 807.759 5686.59 314.268 1375.03 208.544 83.9938
internal_count=223821 216740 68305 148435 7081 136236 3875 5318 12199 64430 1172 4146 1763 724
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=15
num_cat=0
split_feature=1 119 180 91 8 14 27 38 127 152 96 14 8 173
split_gain=66.7878 68.675 112.019 109.702 97.4602 87.4434 138.554 97.0238 19.1231 19.4445 20.1233 17.3899 14.2172 25.12
threshold=-0.41611004622360298 1.0000000180025095e-35 31.550870147255694 0.076809030628980687 0.29130169245629084 0.015938039956309446 -0.019538543224485967 -0.080616593527934891 0.25574995058442679 0.56128034705920682 0.79222618110399956 -0.2319938922180122 -0.31273960915447269 -0.18093798115175075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 11 -11 -10 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.067488727748315561 0.028302332137998668 0.040572959205470271 0.0071170002727236267 -0.04965205167253639 -0.011629217868810859 -0.0097207223361629597 0.016397265344010307 -0.018246724347689952 -0.041013268694254264 0.30770543377963472 0.024685522048978087 0.08680873651013106 -0.070497402990650063 0.24547077439332599
leaf_weight=7.0740573552320711 491.58783407916781 1331.2047252501361 11594.280993612367 149.93842958379537 3645.255640128511 4453.2753907974111 3734.4070304492489 5023.7078376734862 98.104435767396353 3.5118576283566645 8.8263300452381355 11.938814157154409 188.29254231293453 4.0234699223074113
leaf_count=897 6726 9194 76909 692 21421 31821 26201 43756 1783 32 84 114 3769 422
internal_value=0 0.000883624 0.00518467 0.0314393 0.00263296 -0.00436461 0.00219171 -0.0140977 -0.0449157 -0.0137986 0.105242 -0.0271456 -0.0640148 0.0459765
internal_weight=0 30423.7 16720.7 1481.14 15239.5 13703 8187.68 5515.3 321.772 122.381 12.3382 110.043 199.39 11.0975
internal_count=223821 216720 108216 9886 98330 108504 58022 50482 7101 2013 116 1897 5088 1319
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=15
num_cat=0
split_feature=115 23 132 195 133 98 85 151 66 14 133 55 14 181
split_gain=121.81 113.964 157.371 168.994 109.435 106.298 126.004 113.472 37.8322 29.6158 136.366 26.5198 14.0127 11.5067
threshold=-0.064754495615112373 -0.014339334948525731 0.23193545558086051 0.32018038629346435 0.037669608839636673 0.048520229764094085 -0.059968479867363471 -0.23330316469819642 4.8881542369992292 -0.31429706685888742 0.11079113323939187 -0.12470896387666536 0.97404062196234098 -0.05210958226379922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 10 -10 -11 -1 -14
right_child=1 5 3 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.077360969656235776 -0.0086482791593771296 0.010213981879208014 -0.15748528422869851 -0.0010908415705702629 0.018500550706579223 -0.02566597788892629 -0.02365346189697743 0.0081030707619949554 1.8220562893548857 0.070073516989664519 0.07127581095657573 -0.041798483553213896 0.13997734638528972 -0.094240302777902393
leaf_weight=283.19321063593088 1949.4220383748179 1456.0038832643768 114.4665228681697 174.30018471938092 6228.8742314579722 1186.4855311914289 4474.6273290145909 6167.7248857399973 0.47277565821423007 25.539678701316006 7.5399801459134324 124.41372953369864 5.4750109419692308 3.4002211889019218
leaf_count=66479 12107 8137 775 1147 38183 6702 35250 45495 103 1505 942 6687 90 219
internal_value=0 0.000400788 0.00946745 -0.0630853 0.0120292 -0.00537783 -0.0153388 0.00265497 -0.0521604 -0.0127357 0.174577 -0.0227447 -0.0734833 0.0502454
internal_weight=0 21751.9 8467.06 288.767 8178.3 13284.8 5930.63 7354.21 450.035 157.966 8.01276 149.953 292.068 8.87523
internal_count=223821 147796 52212 1922 50290 95584 43387 52197 76025 9237 1045 8192 66788 309
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=15
num_cat=0
split_feature=155 32 156 35 159 35 65 116 77 60 32 148 157 73
split_gain=109.41 158.077 120.264 159.352 109.795 120.638 103.917 100.185 91.5262 41.8556 28.9288 31.1486 27.9117 25.5419
threshold=-0.016656272188155703 0.088948747174084367 2.8125988179354557 -0.0095712931641810401 0.10571358154493914 -0.087185651236746861 -0.011841811233257083 0.2915925512621737 -0.025768506952988803 0.15433219982648963 0.4858479350091166 1.545619466867534 -0.24855428388545345 0.01996338680303859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 -2 -6 -5 -1 13 -3 -12 -11 -4
right_child=1 10 9 7 6 -7 -8 -9 -10 12 11 -13 -14 -15
leaf_value=0.04985812189551167 -0.014116600395578625 0.049250869293459898 -0.037829418676352602 0.014111916650358242 -0.022135155557008866 0.028856601094182383 0.0042812094652897141 -0.018881770462953178 -0.021010899236776431 0.082146200731252783 0.12164569882613185 -0.13158868656156683 -0.021955041343123677 -0.080459471981956854
leaf_weight=190.2046737257624 853.6377754281275 412.10732654796448 278.93289923254633 4398.1301124811871 1968.6812938608928 2783.0089304921567 6113.6943964408711 1163.8711926130709 4349.3630817024969 29.794448887230828 96.293185027956497 5.1153101343661538 190.00717067741789 283.2889587906684
leaf_count=1095 4805 3932 20514 22242 35516 17803 54777 13501 20131 165 655 28 11886 16771
internal_value=0 0.00671912 -0.00706384 -0.00413903 0.0043395 0.0187694 -0.00215321 0.00720785 -0.0180415 -0.0448443 0.0610248 0.108872 -0.00784396 -0.0593096
internal_weight=0 12232.5 10883.6 10101.6 11719 3636.65 8082.38 5562 4539.57 782.023 513.516 101.408 219.802 562.222
internal_count=223821 117516 106305 56969 112901 22608 90293 35743 21226 49336 4615 683 12051 37285
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=15
num_cat=0
split_feature=151 100 144 97 195 130 18 35 165 193 137 111 70 126
split_gain=125.099 164.463 193.899 177.926 164.379 160.229 143.636 196.492 170.406 120.448 91.868 74.0008 105.949 77.7968
threshold=-0.083632729683895138 0.093218142053831068 0.1645941431411905 0.58079780415460147 0.73526623327640483 -0.42806779740576173 0.4998555515734035 0.088412094719422976 0.22259326690058237 0.014629270288838219 0.22536619961673196 0.016034458613183391 -0.079676504434541287 0.91994136529040893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 -3 -4 11 7 -7 -8 -2 -11 12 -1 -13
right_child=1 2 4 -5 -6 6 8 -9 -10 10 -12 13 -14 -15
leaf_value=0.66408174947373655 -0.05589917346349968 -0.033142055474648345 0.018332474553752909 0.013237745612707319 -0.012674005277490692 0.025637075115986913 0.01007914553558247 -0.0089355736362079826 -0.028041428214384392 0.00086053407736731789 -0.04131157121813675 0.028014758822607046 0.13644187698819171 0.12518239017473806
leaf_weight=4.6668660580180612 972.56611276388867 2736.5112524876022 5211.6704852948897 1185.4714503153227 2544.5784264414106 4772.5024931898806 2379.1847567884834 2507.7019898438593 2312.3299408735475 1480.8255850507412 793.26330265216529 273.29620703333057 20.621057714801282 117.9643944571726
leaf_count=83 83853 11066 18744 1759 5521 31148 16125 15574 14510 17357 3467 4258 143 213
internal_value=0 -0.00653741 -0.00100253 -0.0191231 0.00816024 0.00705672 0.00493533 0.0137284 -0.00870953 -0.0264464 -0.0138502 0.068026 0.233817 0.0573106
internal_weight=0 14924.9 11678.2 3921.98 7756.25 12388.3 11971.7 7280.2 4691.51 3246.66 2274.09 416.549 25.2879 391.261
internal_count=223821 141767 37090 12825 24265 82054 77357 46722 30635 104677 20824 4697 226 4471
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=12
num_cat=0
split_feature=148 76 64 103 135 7 1 190 14 1 196
split_gain=96.4409 100.465 164.699 161.104 192.902 142.048 129.7 119.361 38.2201 17.7582 5.92057
threshold=-1.4179270228356258 1.3773198865963614 0.62757899894481328 0.48057271822466063 0.28364641841436816 0.99141332578856012 -0.2573064730716878 0.16929588303193577 -0.44759217759471076 -0.46455994719318189 0.0032551978698446529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 4 -2 -5 -4 -3 -1 -10 -11
right_child=1 2 6 5 -6 -7 -8 -9 9 10 -12
leaf_value=0.14077004463849285 -0.0010242745449287741 0.078858488182365682 0.014734132163560263 -0.019072133041979494 0.021949507849849215 0.034975411479360424 -0.063681891310907637 0.0032334188943424604 0.06648672696104721 -0.0083028761978179762 -0.097155797795791851
leaf_weight=7.8333394993096581 22917.611033805704 615.28824958624318 955.2132671601139 6087.9851115725469 4348.3449289912824 528.48750224453397 270.70097756618634 315.83271174039692 7.3488030750304452 7.9032276426441959 146.72686015977524
leaf_count=29 181757 635 2780 17774 14756 3457 1295 487 17 84 750
internal_value=0 0.000574945 0.0215005 -0.000757227 0.00263956 -0.0147551 -0.00258135 0.0532068 -0.0749633 -0.0853962 -0.0926145
internal_weight=0 36039.5 2157.04 33882.4 27266 6616.47 1225.91 931.121 169.812 161.979 154.63
internal_count=223821 222941 5197 217744 196513 21231 4075 1122 880 851 834
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=15
num_cat=0
split_feature=99 154 53 123 83 69 119 72 100 6 188 101 72 18
split_gain=61.5254 83.2697 86.0072 78.7558 86.5285 74.7603 94.5088 70.7182 68.8776 65.5222 57.8306 55.9223 50.124 33.9593
threshold=0.017268873696195244 0.043231397137578925 0.021420621942917027 184.50000000000003 -0.17394046263982724 0.017015833400438853 0.027676498838180207 0.22509374531294349 0.080442795582200785 0.94774767766707446 0.35640741550990457 -0.10968023369541693 0.084322860254540222 1.2352485375178153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 11 -5 8 -7 -6 -3 -4 -2 12 -1 -13
right_child=1 5 9 4 7 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.4437366727983445 -0.023409989307348528 -0.010264495772953974 -0.0042205048435635965 -0.043858628791823145 0.011520178426035149 -0.0014078133524276747 0.018981255120233839 0.042515663710693936 -0.086884442846393545 0.020696243660006081 0.0055869486916772316 -0.035361104759729874 0.030651133167432287 0.21718817036685409
leaf_weight=3.0105697996914378 3648.6238522168715 802.00640229927376 9593.5776789094671 236.86957311909646 3413.2788111056434 4848.393338582071 4280.5609304753598 938.48602103162557 137.43075806088746 1185.8226459411671 847.55554287717678 595.08150925580412 120.8848509923555 5.3724142275750628
leaf_count=42 36677 9363 51272 1181 20759 44125 30961 5723 689 8356 6164 6512 1963 34
internal_value=0 -0.00167198 -0.00632556 0.0101635 0.0150008 0.00538835 0.00815261 0.0182046 -0.0214733 -0.00147946 -0.0179439 -0.0204801 0.0406888 -0.0331015
internal_weight=0 25344 15275.6 5312.98 4588.63 10068.4 9128.95 4351.76 939.437 10779.4 4496.18 724.349 123.895 600.454
internal_count=223821 187607 102469 36214 27663 85138 75086 26482 10052 59628 42841 8551 2005 6546
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=15
num_cat=0
split_feature=106 68 108 118 44 46 109 118 88 99 126 17 19 95
split_gain=118.045 140.798 94.8495 104.123 133.716 95.9354 91.2192 87.021 89.7395 82.4455 41.3902 40.8617 39.0397 28.4497
threshold=-0.041474138809848252 0.098296629418191908 1.759037177079769 -0.037346137332077714 0.43852794690861746 2.231657631526855 0.18764398937712448 0.39310157767140913 0.2405055227553318 0.015626402175144126 0.88674768022052619 -0.31663915480698396 -0.30073003802731563 -0.075987095849200201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 6 -4 8 -3 -5 12 -7 -1 -12
right_child=2 7 5 9 -6 11 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.18368286291023342 0.0043623567562829325 0.0078599550731572633 -0.0094792519747556817 -0.020926560285674897 0.042805641717284293 0.24328234886524075 0.064215770697628877 -0.054213547723516213 -0.098628415191488808 -0.00058150696669726745 0.14782119694270318 -0.064770858763338518 -0.018048052224689148 -0.064595671241921018
leaf_weight=10.382715910105615 5548.381937425569 1741.6201397820842 229.97497995651793 2559.5695619258331 1081.0649019568227 4.4798408141359678 622.87959471158683 310.91467273433227 82.903956603258848 8979.6010338269989 6.3610662140708873 110.90827408037148 126.14857400285837 718.15933398343623
leaf_count=493 38554 9717 1326 14586 11575 23 2392 3317 557 66037 570 352 8298 66024
internal_value=0 -0.0190766 0.00226892 0.000643693 0.0106313 0.0327655 0.0443437 -0.00531198 0.00302126 -0.00509436 -0.0532132 -0.052811 -0.00270714 -0.0627307
internal_weight=0 2996.49 19136.9 18168.6 6629.45 968.243 852.855 2135.44 1824.52 11539.2 861.052 115.388 136.531 724.52
internal_count=223821 88976 134845 130752 50129 4093 3718 13591 10274 80623 75385 375 8791 66594
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=15
num_cat=0
split_feature=157 73 172 65 0 97 0 116 13 127 90 2 75 82
split_gain=104.643 100.561 181.041 159.807 138.433 137.145 67.9114 38.5947 38.0256 46.7086 39.3591 9.49414 16.9618 9.26894
threshold=0.11161280896467234 -0.043485798424407467 0.23353295026295542 0.20364921151348087 1.0588226375791423 -0.050061779585079923 0.74675832044116064 1.0000000180025095e-35 0.23214803041822099 0.1436802187199567 -0.0049539024634422703 -0.11562890074844724 0.0034448439071454529 1.4854287928062029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -4 -3 -5 9 10 -2 12 -10 -13
right_child=8 2 5 7 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=-0.025381896440105085 0.014514815192207898 -0.050180314285247801 -0.074864543722455573 0.095533652990834828 0.012275462798674159 -0.0045930790663723294 0.063853173620300824 0.03280286760809862 1.2619659735315869 -0.06590560605729931 -0.053331779204899933 -0.071875637592888758 -0.080742061180403252 0.86384797121778534
leaf_weight=1134.8237069640309 310.53228874196066 58.299736895598471 283.86320038332087 249.81312954006717 6983.9939252680924 12853.824342772712 501.20236629853025 161.46995475748554 0.14888911659363557 171.61435592989437 117.99392804451963 218.22433982042094 0.25558787153568119 0.10591209144331415
leaf_count=3172 13504 266 2182 1496 42165 81819 2197 1234 14 5620 11078 59040 27 7
internal_value=0 0.00156915 -0.00373887 0.0100925 0.00701183 -0.00611142 0.051971 0.0709055 -0.0348308 -0.0218213 -0.00416662 -0.070525 0.413513 -0.0714217
internal_weight=0 22227.3 13697.2 8530.1 8118.82 13137.7 559.502 411.283 818.875 600.141 428.526 218.735 0.404477 218.33
internal_count=223821 134531 86464 48067 45337 84001 2463 2730 89290 30202 24582 59088 41 59047
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=15
num_cat=0
split_feature=103 157 158 86 97 14 90 98 186 127 127 94 102 173
split_gain=130.756 303.375 264.891 202.719 227.138 193.973 187.816 178.236 145.195 141.924 140.397 128.54 112.417 111.585
threshold=0.48057271822466063 -0.081134663669409426 0.026684251413435257 0.64000573564480134 0.52621934187750152 -0.063883304482361222 1.0100710712299621 0.2762009501013219 34.750000000000007 -0.30924674680178216 0.077917433679703677 0.036934153042748587 0.20045431491146778 -0.13346669772298766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 5 9 13 -6 -3 11 -5 -10 -1 -4 -2
right_child=3 2 12 4 6 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.026681866048028486 -0.02495488510046745 0.040979099579834068 0.013197466051174452 0.10141836767464681 0.032914843928352346 -0.004933841073347555 -0.0094635816330710162 -0.014226125565830521 0.0099441120203916794 -0.039243196197675537 -0.067656560447534292 -0.0004674452725969714 -0.023858056349457063 0.040941704570864296
leaf_weight=3678.6389257876435 279.19770276511554 2690.2694854234578 1302.8791945922712 74.704827604815364 1781.113426154945 1767.3821627346333 2533.1157453469932 747.29111284017563 304.20022432063706 1801.8724880311638 998.1515751965344 3805.5070327210706 2203.085724973178 3227.3383469178807
leaf_count=58241 905 23022 58203 127 4661 4441 6124 2181 757 2469 2208 6732 46121 7629
internal_value=0 -0.00636942 0.00925281 0.00767252 -0.0046007 0.0220795 0.00803219 0.028978 -0.0187149 -0.0336436 -0.0495308 -0.0133525 -0.0100876 0.0356949
internal_weight=0 15730 6943.53 11464.7 6190.81 5273.92 4314.23 3437.56 8786.5 1876.58 1302.35 7484.15 3505.96 3506.54
internal_count=223821 197465 129527 26356 13381 12975 10785 25203 67938 2596 2965 64973 104324 8534
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=15
num_cat=0
split_feature=191 166 120 7 118 11 162 54 124 140 182 194 64 150
split_gain=96.7662 162.271 153.627 151.087 144.607 136.219 125.821 110.28 130.497 121.603 110.13 97.2635 66.6096 42.1149
threshold=2.7385566629752791 0.2203676166694295 0.564137643059479 0.27677737753262749 -0.020588389920404859 0.19468123382904953 0.41693899865044709 20.938956599119987 0.25320814092407629 0.57260411416697143 0.072775936245563458 1.3959606651499465 0.35196009459178551 0.58055231690164577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 12 -3 10 -7 9 -9 -5 -1 -4 13 -2
right_child=3 2 11 7 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0041756442219604666 -0.087115825915162537 0.083338779587615666 -0.056576558521418865 0.058986025685385836 -0.015386170436560593 0.012219688119757009 0.070829528890240565 0.097417364635126014 -0.0084152868664747228 0.27636741171390827 -0.008173363939687435 0.0093010307720432974 -0.072389597399600866 0.087552118747613678
leaf_weight=19592.178284831578 18.44155016541481 199.34646205801982 1247.2621058452642 58.300652959384024 580.15182778448798 1470.71575841296 487.75195339636412 219.5472421022132 248.25183243490756 46.067691225558519 11437.68396588543 273.20912846038118 152.15783489122987 54.8950404971838
leaf_count=118114 29 4524 39427 189 6118 12756 5845 666 659 167 33690 1311 269 57
internal_value=0 -0.000552397 -0.0262341 0.034669 0.00986144 0.00123815 0.0268163 0.0619908 0.041254 0.154937 -0.000376231 -0.0447392 -0.0346573 0.0436293
internal_weight=0 35288.3 2299.97 797.662 779.498 32988.3 1958.47 572.167 467.799 104.368 31029.9 1520.47 225.494 73.3366
internal_count=223821 221785 51380 2036 10642 170405 18601 1681 1325 356 151804 40738 355 86
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=15
num_cat=0
split_feature=176 76 166 178 115 176 0 61 72 124 104 88 89 156
split_gain=69.1635 67.5296 67.6568 97.9671 65.6742 57.3439 57.2461 53.6912 52.7002 39.4723 31.5972 31.0908 50.3415 30.1272
threshold=0.55771983742025399 -0.32227677501239599 -0.33220848160159638 -0.1856258544780883 0.47281975874498067 0.19641790832542486 6.3968950001726119 0.039193875531160445 0.21814481025104884 -0.023540618260049991 -0.086953312963340648 0.58358967053814992 0.58227402504293158 1.1893753523624337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 9 -6 11 10 -9 -1 -8 -2 -13 -3
right_child=6 2 3 -5 5 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.071613947724854396 -0.033163015861527423 -0.060398050091852257 0.031100600327222217 0.0017091470729461425 0.34982139127359524 0.0048065803847834763 0.031487344011027679 -0.01328242295451814 0.036823632577711755 0.18934878970776203 -0.053085772750765682 0.28778671244632575 0.0010341747939052522 -0.014683523226900599
leaf_weight=227.80713059566915 1238.3580052712932 212.68296964652836 1185.6254782879842 26077.744643454789 7.0854364968836334 15.049656829331068 54.59886062797159 397.06918535940349 445.33392495181761 5.9474168568849555 231.40261625358835 7.650818088091909 30.643354857340455 447.46385810419451
leaf_count=757 10497 8286 10329 165708 54 359 858 4092 3619 21 4159 52 289 14741
internal_value=0 0.00175275 0.00222137 0.00298732 -0.0493848 0.115246 -0.0159141 0.000496062 0.013206 -0.0649743 -0.0369404 -0.0304188 0.0583247 -0.0294116
internal_weight=0 28179.4 27923.5 27263.4 255.89 22.1351 2405.06 1128.4 842.403 233.755 286.001 1276.65 38.2942 660.147
internal_count=223821 200255 199064 176037 1191 413 23566 12728 7711 778 5017 10838 341 23027
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=14
num_cat=0
split_feature=190 160 157 98 169 83 136 115 72 125 51 27 182
split_gain=109.076 114.154 121.739 105.925 77.2131 62.6895 49.2078 28.8271 19.6746 30.0407 21.3318 5.1817 10.6915
threshold=2.2732057416267959 -0.087881409100378075 -0.31760649712962558 0.77809118334741889 -0.012965018656081686 0.52960703194874126 0.48996700018896 0.096607081393249389 0.96277931691858565 -0.082595181953454819 50.088971572930298 -0.063089368459622555 0.59624093956333812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 7 -6 -3 -1 11 -10 -11 -2 -13
right_child=8 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14
leaf_value=-0.066221803411571037 -0.16671879332218978 0.0094710959860601039 0.0025665981844007384 0.038392879302004704 -0.019005264001211213 0.024814170736790986 -0.074005855887127617 0.10059979307017836 0.20296573821952274 0.079652467369309282 -0.064498037238161027 0.039645765224945631 -0.077697083025726241
leaf_weight=354.80605271710374 6.1066597689641631 94.110719642136246 17701.41373880257 865.62620803434402 2067.3314883172861 387.71317326644203 282.85349892207887 10.66999883786775 5.8104040492326012 12.938075851532629 49.704648395068944 8.0664676867891085 207.58367465261836
leaf_count=60338 20 1843 126046 6449 17976 4583 3996 88 21 246 289 101 1825
internal_value=0 0.000300164 0.00309464 0.00423688 -0.0184689 -0.0120851 -0.0531655 -0.0613515 -0.0614139 -0.01455 -0.0347255 -0.0758802 -0.0733078
internal_weight=0 21764.5 18944 18567 2820.52 2455.04 376.964 365.476 290.21 68.4531 62.6427 221.757 215.65
internal_count=223821 221319 138334 132495 82985 22559 5839 60426 2502 556 535 1946 1926
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=15
num_cat=0
split_feature=67 64 74 35 2 189 155 74 34 1 121 115 1 105
split_gain=107.541 101.748 173.819 172.564 138.863 124.014 119.197 112.574 93.5868 134.437 170.879 93.504 60.386 48.5833
threshold=-0.097363574926195753 -0.016161686373143042 -0.13077880472029327 -0.055888019378021146 -0.25120508295612659 27.500000000000004 0.067536069801991977 -0.0487393413196184 -0.17643610266195056 -0.24648259789233606 -0.35785984652902059 -0.15401261633447336 -0.23542901532419067 3.8572805769038827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 -2 -5 -4 -3 12 10 -10 -11 13 -1
right_child=1 3 6 5 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.062227304717349823 -0.10398182606070912 0.0070254749446212687 -0.052798414882982994 -0.055748283102673213 0.019927947764626277 0.0078747254595517447 -0.0025783686179166529 -0.030886096980067407 -0.02416667133777187 0.02289322653184447 0.067385520691588416 -0.020110644670480758 0.039414006198609207 0.010755545077584035
leaf_weight=303.1091532362625 97.913144225254655 1152.0015286230482 1422.4631520879157 314.59805675666212 1185.4589363068808 11708.543354515306 707.78277191973757 2446.8412317832699 258.64653924386948 1319.192514372291 962.61282031191513 819.82555831572972 121.84159799118061 130.47169660963118
leaf_count=789 367 5238 26283 2910 13124 115272 20148 15663 1646 10091 6699 4184 631 776
internal_value=0 -0.00295777 -0.0185979 0.000459816 0.0104744 0.00620996 -0.0361126 -0.0187505 0.0152394 0.0215247 0.047996 0.00641105 -0.0227865 -0.0402656
internal_weight=0 19035.6 3413.62 15622 1283.37 12023.1 2130.25 3598.84 3915.7 3360.28 1221.26 2139.02 555.422 433.581
internal_count=223821 199005 59922 139083 13491 118182 46431 20901 24816 22620 8345 14275 2196 1565
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=15
num_cat=0
split_feature=19 35 157 97 139 115 87 195 119 191 21 108 110 97
split_gain=122.297 143.423 149.584 313.752 231.892 143.535 92.7053 82.5974 73.9015 59.4904 52.4168 44.8079 33.6046 19.4656
threshold=-0.47236426103468804 0.130560446581682 -0.087628940704216132 0.17963342603626473 -0.044505527693737501 0.72905785057300221 3.0550721287542419 0.39018435950275038 4.1286622132966224 1.2177764938128965 0.15993225819166743 1.5254442312243619 0.90305103010694632 0.17963342603626473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 8 -7 11 -3 10 -9 13 -13 -1
right_child=1 5 4 -5 -6 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.086295953331184463 -0.026337226197493492 -0.028516275522701397 -0.018030180078812214 0.0059095052852151039 0.029820102545582546 0.011363923962904076 -0.11006185250506006 -0.050150172788831042 0.10105547790685841 0.062207576654462388 0.037502561376251853 0.12047659142047043 -0.054195965573968052 0.060982711876210349
leaf_weight=17.778023034683429 4093.3424537304963 3698.9237544196949 1381.3244121291209 11477.704957229667 3795.9917864731979 1783.3907197059598 65.173498682677746 157.08928431337699 44.548351614736021 176.18049988895655 120.60218075336888 179.91429746878566 11.732340857386587 18.121453076135367
leaf_count=841 54628 50408 42445 25634 36687 11156 145 787 60 298 324 354 10 44
internal_value=0 -0.00150236 0.00232845 -0.00256757 0.0170535 -0.015716 0.0070829 0.0414065 -0.0269743 0.0167549 -0.0120823 0.0905774 0.109783 -0.0119522
internal_weight=0 26340.4 20748.4 15571 5177.32 5592.04 1848.56 681.418 3743.47 453.872 277.691 227.546 191.647 35.8995
internal_count=223821 221163 159394 80262 79132 61769 11301 2658 50468 1409 1111 1249 364 885
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=15
num_cat=0
split_feature=126 160 167 163 130 109 195 167 87 34 130 195 2 4
split_gain=93.7518 235.605 131.636 124.544 237.242 200.852 195.447 167.241 174.03 142.731 121.203 234.603 115.923 86.55
threshold=0.89085451054187315 -0.36036732928059684 -0.38216141904057238 -0.25992145966822583 -0.08869780301672936 -0.035495637018375902 0.36531022994552625 -0.22312646003199207 0.2001393956482615 -0.057785912886542702 -0.54543446153056518 0.23198018388926248 -0.17490286988670026 -0.043155623560317428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 8 -5 -9 11 -3 -4 -12
right_child=3 10 12 7 6 -7 -8 9 -10 -11 13 -13 -14 -15
leaf_value=-0.043914883871631942 -0.040028601949208931 0.26674723647753301 0.096437720615638711 0.017820343866088505 -0.03996272356435164 0.068004034502173002 -0.0033959784699249445 0.014955497498729384 0.11160525621519279 -0.0039679445167656521 -0.0099014072326292692 -0.0019557763499392796 -0.091286197025227195 -0.044364396332746053
leaf_weight=115.17226254893467 234.75241005932912 39.848726937430911 339.82493074052036 4772.3407507673837 2250.2756088501774 644.76468430832028 4171.0633552707732 5494.2775172677357 206.41860586963594 14517.812711680483 1253.328425376676 176.02329485066002 36.4206418748945 1740.9686793026049
leaf_count=743 1847 251 577 14959 12203 1463 15892 17378 470 108433 8913 4414 346 35932
internal_value=0 -0.0148509 0.0496308 0.00195108 -0.00953891 0.039169 -0.0162103 0.00530778 0.0217087 0.00122745 -0.0247219 0.0476452 0.078266 -0.0299392
internal_weight=0 3701.59 491.418 32291.7 7300.86 879.517 6421.34 24990.8 4978.76 20012.1 3210.17 215.872 376.246 2994.3
internal_count=223821 51176 1666 172645 31405 3310 28095 141240 15429 125811 49510 4665 923 44845
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=15
num_cat=0
split_feature=81 156 195 90 129 131 76 189 160 158 195 97 129 87
split_gain=63.6769 98.5103 92.2926 68.9468 72.9351 65.5789 68.3848 43.832 88.5905 50.7861 38.1783 37.4127 33.4945 28.9721
threshold=1.3860296544790558 0.84766675130841074 0.38334715089788457 0.22357239414097993 1.0175402423687339 -0.44187467591657692 -0.32227677501239599 34.500000000000007 -0.13963615904051202 -0.018440588158582596 0.19752675078273524 0.0010057010152352676 1.0214323145568891 0.16059602395139344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 11 -5 10 -7 8 -1 -9 -3 -2 -4 -14
right_child=2 5 12 4 -6 6 -8 9 -10 -11 -12 -13 13 -15
leaf_value=-0.050343544977053491 0.18527499993865307 0.16520286524272537 -0.018345148664486263 0.12362468507971847 -0.00512218500817132 -0.050529983808687839 0.0021795378393143316 -0.053393060732904618 0.046152149001395117 0.042521440501730227 -0.026068159442682971 0.002902785335936874 0.2537598566765758 0.03333521354621518
leaf_weight=193.09768258890836 11.999251931905745 10.544418153353034 366.73676388617605 191.78811296634376 57.101649416144937 248.38025973830372 27284.731393920491 633.12412461300846 187.55023025581613 60.478082599118352 1011.3373798556859 179.83260883018374 6.3878905512392512 89.632760903798044
leaf_count=4142 66 118 2609 1184 407 1104 189585 11539 1662 229 10200 568 40 368
internal_value=0 -0.000337588 0.0266121 0.0593627 0.0940869 0.000780799 0.00170404 -0.0300658 -0.00279885 -0.0450299 -0.0240945 0.0143103 -0.00457891 0.0479992
internal_weight=0 29629.2 903.479 440.722 248.89 28555 27533.1 1074.25 380.648 693.602 1021.88 191.832 462.757 96.0207
internal_count=223821 218579 5242 2225 1591 201007 190689 17572 5804 11768 10318 634 3017 408
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=15
num_cat=0
split_feature=167 190 136 170 193 76 113 71 119 104 90 10 61 79
split_gain=109.152 96.1271 85.3004 120.663 82.9982 77.3775 72.3821 32.4723 22.4016 28.5667 15.359 13.779 10.7927 9.83782
threshold=-0.24167835467016704 2.2732057416267959 -0.052301012542106402 0.072777305030818029 -0.02446766435130791 -0.19729170919648961 -0.24712985878084429 0.1554595651488265 -0.086218075222201221 0.14029310685209004 -0.14416696022944156 -0.21132068887643277 -0.3251784799005179 0.88995069543027006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 -1 9 -3 12 -12 -7 -10
right_child=1 8 3 -5 -6 10 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.009103451073815506 0.037370014192076272 0.39523580931795055 -0.015242733611751087 0.0034336988247618619 0.0058326299581895466 0.27731000777408388 -0.067582706644393573 0.19835122327659593 -0.075769398508549718 -0.0069909918905636456 -0.075126057537792737 -0.039268335859993342 -0.081380357378248863 -0.030898508614183914
leaf_weight=10.257551078684626 1083.9540790483297 2.3379775909706932 4942.163704887731 11529.020398741617 3625.8216975445685 2.2812429724144754 27.953554526902735 28.533389130607247 194.11947374138981 7.2136892033740878 286.70264690514887 171.13049949036213 1.3267208596662374 65.297927395673469
leaf_count=39 7945 8 73520 61835 32090 11 65 40 1422 70 39959 5457 467 893
internal_value=0 0.000468918 0.00122329 -0.00217015 0.013091 -0.0455467 0.0550918 0.143494 -0.0589373 0.0914627 -0.0601035 -0.061723 0.145412 -0.064475
internal_weight=0 21449.9 21181 16471.2 4709.78 528.186 66.7445 38.7909 268.969 9.55167 461.441 457.833 3.60796 259.417
internal_count=223821 177783 175390 135355 40035 46038 144 79 2393 78 45894 45416 478 2315
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=15
num_cat=0
split_feature=139 106 155 55 118 97 184 128 106 145 128 159 195 72
split_gain=97.0388 88.6638 101.871 127.414 108.068 98.7897 88.5005 53.1067 30.7728 119.768 32.9376 14.4102 27.1158 11.0176
threshold=-0.16696370214638423 -0.27954675732166451 0.067536069801991977 0.074848111468057907 -0.31921433097244339 0.012574148630577859 0.37709114664723825 0.080063153333889067 1.4768356172544017 -0.013006208077909724 0.14951889035263868 0.19138710388715988 0.49561313961985237 0.031988052120649736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 -10 -11 12 -1 -13
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.04838404576944895 0.10620829149561539 -0.010012762164102679 -0.0811554668506278 0.0097832579188202717 0.014153304157425411 -0.048770331140439993 0.0010815947414769915 0.0065932159241766574 2.396006891135865 -0.0091725665160077748 1.2459198889094694 1.0512440676431527 0.061472769928622412 -0.068623330192888618
leaf_weight=123.47301643922947 78.217425290495157 8273.5704586540814 121.02825646009296 5356.1865470536577 6990.2729560101288 948.75960628228495 570.08373749034945 169.47845803759992 0.24210395640693638 2.7998667765641581 0.22596902376972128 0.087886318564413979 27.466174050467089 228.88785508231558
leaf_count=9817 556 46877 280 36589 69567 6871 3700 1048 20 470 15 1 853 47157
internal_value=0 0.000997132 0.00282883 -0.00223337 0.0125312 -0.020509 -0.0300589 0.0380497 -0.0497528 0.2558 0.0845576 -0.0523811 -0.0283936 -0.0681935
internal_weight=0 22507.6 20741.1 13629.8 7111.3 1766.54 1518.84 247.696 383.183 3.26794 3.02584 379.915 150.939 228.976
internal_count=223821 165488 153313 83466 69847 12175 10571 1604 58333 505 485 57828 10670 47158
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=15
num_cat=0
split_feature=118 195 22 129 183 189 173 72 154 119 73 106 124 64
split_gain=120.048 156.943 222.839 248.785 147.358 137.596 128.631 82.9138 86.3526 81.3045 71.4453 63.2182 47.0774 31.1873
threshold=0.86487457214777053 0.69683908866337807 0.16550925944587888 1.0161059606062397 1.078827354234867 29.500000000000004 0.0050222896413387513 0.47057615712241241 0.48468140950094257 0.77141965292582204 0.82206578219905702 -0.32314283284534662 1.2607619470568825 0.08532938479135839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 12 -1 -6 8 11 13 -11 -2 -3 -9
right_child=7 4 3 -5 6 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.053072392306868499 0.10589357062624345 -0.097287162145397552 -0.013619701817379665 0.023700694480737094 -0.038464089617442868 -0.0057704523776054839 -0.0040004666057169413 -0.077136368643228037 0.11234051966723856 -0.037451454166738271 0.012144702940076975 0.021327179954764727 0.16706290678746427 0.056678015233997861
leaf_weight=661.68254632747266 93.776913936482742 258.11044094810495 2497.7277373055113 6270.3157853982411 1523.7055386805441 8709.7655474222847 3744.280313887808 18.637571137864143 125.2205550451763 559.77870386606082 603.69547698274255 1541.3905847872375 6.917346015572547 265.93308222107589
leaf_count=16535 184 2967 25429 19071 4250 138432 7478 56 577 1194 1162 5930 6 550
internal_value=0 -0.0028863 0.00161064 0.0130693 -0.0176291 -0.00911026 -0.0139687 0.0177262 0.0323061 1.45057e-06 -0.0117173 0.0261771 -0.0903875 0.047914
internal_weight=0 23672.5 18139.5 8768.04 5533.01 9371.45 5267.99 3208.43 1760.39 1448.04 1163.47 1635.17 265.028 284.571
internal_count=223821 214168 199467 44500 14701 154967 11728 9653 6691 2962 2356 6114 2973 606
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=15
num_cat=0
split_feature=194 33 131 68 87 180 25 122 89 154 123 103 31 96
split_gain=88.9655 130.907 122.518 133.952 92.4447 91.2994 170.267 116.443 108.788 182.706 144.951 68.2705 61.6627 51.1566
threshold=-0.013879734905696739 126.06967977112716 0.33081432223568324 -0.091780025455314121 0.14916679351986364 39.462516733601078 0.04956144045259208 -0.31253641678131633 0.16186998476582784 -0.21001404861355105 789.50000000000011 -0.19780635421071144 0.78307573142760212 0.14222558476473626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 12 -8 10 -10 -2 -3 -7 -13
right_child=5 11 3 -5 -6 6 7 -9 9 -11 -12 13 -14 -15
leaf_value=-0.0097792321402687867 0.0051703387355440823 0.041679195702993173 -0.042458915539122039 0.053094512413995293 -0.087888442050363072 -0.043830114564815614 0.05181791822913543 -0.0019823237373019658 0.036942376684290484 -0.013055584604667325 0.029285588279778747 -0.068602345814857191 0.026371783529564815 0.0084498783853192219
leaf_weight=3144.99558869272 8437.9205993990181 75.422804877511226 193.35997408581898 608.08601493143942 159.19241832289845 1267.0041804458597 416.4789348077029 11813.78152128082 873.95227840589359 4464.6191341835074 3537.4455288751051 638.48899232666008 138.82911616982892 99.607210206566378
leaf_count=27795 78639 1369 852 1949 1274 12957 904 53942 2842 12628 8829 18578 743 520
internal_value=0 -0.0122963 -0.0050347 0.0300409 -0.0135425 0.0021813 -0.00393877 -0.000150256 0.00700134 -0.00487065 0.0122938 -0.0489437 -0.0368975 -0.058204
internal_weight=0 4919.15 4105.63 801.446 3304.19 30950 13636.1 12230.3 17313.9 5338.57 11975.4 813.519 1405.83 738.096
internal_count=223821 52337 31870 2801 29069 171484 68546 54846 102938 15470 87468 20467 13700 19098
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=15
num_cat=0
split_feature=190 195 63 88 38 57 34 126 108 104 127 194 62 136
split_gain=58.8581 67.6304 103.547 117.388 93.7462 75.5782 101.627 59.4503 4.13365 14.2819 14.1037 3.34989 3.37604 1.62791
threshold=2.9733229272761257 0.70799798799153624 0.41824747220621356 0.025274312254024264 -0.084797958697913373 6.118458113968865 -0.082813318613627715 0.95704030644907256 1.8699683451948523 0.73145276877263299 0.40344285997664625 0.021553189975436125 1.1109143905486099 0.47221606847193759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 11 10 -10 -2 -13 -11
right_child=8 5 4 -5 -6 7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.0010442919605198394 0.028364530557848079 -0.038631186863870536 0.22962922519109485 0.035481977793650456 -0.055208947304237005 -0.0059272325615277229 0.06946179482226271 0.030331764565955596 -0.063266235241828769 -0.008169026793397283 0.17482387182462383 -0.083233457473451233 -0.052505881283997968 -0.079954528708862271
leaf_weight=26375.901916083298 3.9075291827321044 107.53554146143142 11.862498046830295 910.22036715631839 445.25339368660934 1248.1233788669924 455.0033985383343 709.09538078075275 4.3029303010553104 3.790510730585086 5.8986676265485585 61.785323217976838 84.874605749966577 18.962821179069579
leaf_count=190706 21 812 130 6583 8640 8690 3227 3362 21 23 43 464 984 115
internal_value=0 0.000808103 -0.000616573 0.000174165 -0.0478172 0.0164942 0.0487986 0.00720931 -0.0559949 -0.0239154 0.0743999 -0.0630162 -0.0654509 -0.0679957
internal_weight=0 30263 27743.2 27286.1 457.116 2519.76 562.539 1957.22 183.522 32.9549 10.2016 150.567 146.66 22.7533
internal_count=223821 222150 206059 197289 8770 16091 4039 12052 1671 202 64 1469 1448 138
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=15
num_cat=0
split_feature=70 83 52 18 151 3 34 71 95 91 87 105 20 115
split_gain=104.901 149.659 113.246 105.981 100.934 94.2202 76.4481 74.9821 133.565 169.52 101.188 96.4803 89.2858 88.6364
threshold=-0.02588587650147376 0.24121081122113111 -0.0066878812194847729 0.27188503401749714 -0.10909617917375272 233.72504315036403 -0.0034127073239703111 -0.058572668309405169 -0.02625690974498289 0.01448709849970109 0.057279601895582795 42.005310215576465 0.30732388129931915 0.02594681868016362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 -2 -6 -3 8 10 -10 -1 13 -13 -9
right_child=1 2 3 -5 5 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.022240975300979935 -0.033569783257613915 -0.047927333536655826 -0.014180349443429897 0.021358033336332891 -0.014231603946111258 0.021609196950202938 0.21851842938640398 -0.01740555120582632 -0.035932398703293643 0.019775077905412025 -0.13175646829267515 -0.052663236675701497 -0.37085058353246125 0.02130804087800647
leaf_weight=1690.663286139752 2223.7408798344986 430.14625236971187 1141.7809399130056 3165.8085693040775 4278.5280696148402 885.23984507058049 11.044845468772108 675.61548869089165 1677.9700829752837 809.91619643097511 43.772622481163125 81.767417477443814 9.8850890193134529 4744.827526072273
leaf_count=13155 39472 22112 5016 16203 60282 4707 155 21571 12303 4815 400 670 73 22887
internal_value=0 -0.00685458 0.00699597 0.0119381 -0.0157579 -0.00808731 -0.0412571 0.00708094 -0.00294688 -0.0177972 0.0183545 0.0147624 -0.086981 0.0164827
internal_weight=0 12136.3 4748.78 4307.59 7387.51 5163.77 441.191 9734.42 4222.32 2487.89 1734.44 5512.1 91.6525 5420.44
internal_count=223821 147947 43486 21219 104461 64989 22267 75874 30673 17118 13555 45201 743 44458
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=15
num_cat=0
split_feature=13 151 154 32 142 126 3 193 74 143 13 133 85 69
split_gain=95.5231 110.648 109.139 129.409 119.263 105.741 101.9 118.191 89.0253 88.8972 73.4502 73.1479 41.9129 18.8689
threshold=-0.34063634576228702 -0.099877906486852672 -0.019801800041460059 0.39347890221175968 -0.045118259308828408 0.88083441485229652 12.039257291568822 0.042460459547974776 -0.13077880472029327 -0.028317215434778702 -0.1412943747525672 0.15833092612521013 0.61773556971379773 0.026714596432651363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 12 11 -8 9 -3 -10 -7 13 -1
right_child=1 8 3 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.047048964685177781 -0.0475004283696107 0.035784937781374697 0.015851812722815002 0.16174408828054382 0.0010527379796632008 0.047074376436310586 -0.024025214900467926 0.0245668853261207 -0.0072561166497073885 -0.0076720928797809999 -0.027328440703071846 -0.12127754310017419 -0.038878171613412171 0.11307569795330091
leaf_weight=60.04423962906003 555.07879854890052 754.20893803954823 3744.2775330290315 61.803119175485335 5710.861556617423 767.12591764423996 1052.4389723874629 954.55961458012462 4732.8379616349703 1252.3705131213355 2965.2238225891233 26.707179095596075 26.39468682045117 155.04024822637439
leaf_count=378 2535 6207 23090 292 43253 5056 4756 6427 24846 12851 92968 48 178 936
internal_value=0 -0.00247769 0.00486451 0.0182208 -0.00324843 0.016556 0.0110819 -0.000914059 -0.0100978 0.00866201 -0.0149878 0.0414105 0.0800488 0.0946433
internal_weight=0 19776.7 10072 3806.08 6265.94 3042.31 2800.83 2007 9704.64 2006.58 7698.06 793.833 241.479 215.084
internal_count=223821 206042 69170 23382 45788 17779 16287 11183 136872 19058 117814 5104 1492 1314
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=15
num_cat=0
split_feature=4 81 74 110 106 77 196 126 64 196 118 69 153 108
split_gain=113.911 121.999 170.372 142.72 130.01 200.994 146.688 113.272 50.501 53.0043 43.8254 64.3655 46.7003 26.7705
threshold=-0.11149555028681864 1.1711062031919022 0.60296441439878234 0.18606798984503783 -0.1112366388905061 0.1483035643336823 0.026053191362053838 0.96969314674718465 0.46960195669395827 0.11865542691153903 0.78592345845056555 0.071827456169562556 0.18039033077921476 1.7318743530022478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 10 -10 12 -12 -1 -11
right_child=1 2 7 -5 6 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.071360871073252549 0.034304905710428414 -0.0049928951357745858 0.013936349745871466 -0.081628693348036754 -0.02526280391422496 0.0032155465567394121 0.0016168301741993117 -0.041760623473737858 0.12959087141979306 0.045876625547264092 0.20948179588225768 -0.041315632877998693 0.064897529185056368 -0.16244535399282961
leaf_weight=441.42210211587371 2741.1182397345547 399.56027409015223 1378.5473461556248 620.22155592672061 2594.5101812211506 8615.592504430213 9334.9845360514009 496.70206321962178 32.17413928580936 11.589757595211269 14.888228650437666 32.727910779416561 26.673052489582915 13.187695331871508
leaf_count=13670 15039 1336 3950 1907 123451 25073 36566 658 32 27 377 229 1480 26
internal_value=0 0.000654385 -0.0187057 -0.0516021 0.0030613 0.0107194 -0.00422914 -0.000816249 -0.0444305 0.044931 -0.054299 0.0371017 -0.0635966 -0.0650019
internal_weight=0 26181.2 2895.03 1019.78 23286.2 11356.7 11929.5 1875.25 572.663 56.9516 515.711 47.6161 468.095 24.7775
internal_count=223821 207980 7851 3243 200129 40112 160017 4608 15841 85 15756 606 15150 53
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=12
num_cat=0
split_feature=129 28 16 148 80 70 130 2 106 100 93
split_gain=91.0649 90.6918 89.9363 86.744 29.2187 27.1636 28.6407 8.11607 4.53556 1.05342 0.124089
threshold=1.0245748931830738 -0.20229720780656391 -0.5416544453060318 -1.4179270228356258 1.8107740102284151 1.6821124999890646 0.060002665450056926 -0.3153820700317615 -0.22950072053269718 0.34245360935618624 0.051696879925718808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 6 8 -8 -2 10 -1
right_child=5 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.086388596669755124 0.1366690645306097 -0.094754020741839542 -0.073025894122069029 0.0015668337771805594 -0.001334587953481494 0.062300125599798709 0.0096984243570789469 -0.091022172822829789 0.016095339580212722 -0.13514565180641716 -0.10237790478247666
leaf_weight=102.26847119675949 5.5889360904693604 129.77198751841206 156.59592244017404 35089.525761212397 45.120981642045081 15.319785583764313 8.3927535349503142 171.1144112937618 7.0616790354251844 4.7758567659184328 5.0955401260871431
leaf_count=3363 2 2158 859 214188 408 23 73 2576 47 37 87
internal_value=0 0.000596213 0.000880473 0.00123542 -0.0706526 -0.0658476 -0.0760641 -0.086313 0.0693638 -0.0891916 -0.0871475
internal_weight=0 35533.2 35421 35246.1 174.893 207.478 192.158 179.507 12.6506 112.14 107.364
internal_count=223821 221100 217613 215047 2566 2721 2698 2649 49 3487 3450
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=15
num_cat=0
split_feature=116 108 57 176 12 127 5 4 192 83 14 14 90 0
split_gain=59.157 132.992 106.055 94.1 90.5217 83.1139 77.8213 73.1065 69.8384 68.339 58.8271 38.5805 36.1288 25.28
threshold=-0.067042794833449035 1.5791470205071592 5.1197903064838801 0.38245162417534156 1.2273605369145932 0.68092270600914284 0.15809648899435269 -0.18534040058418971 13.794709673309306 0.12730221571351977 -0.095696418859963744 0.12615147369320953 0.40368333363166725 1.3204184756753159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 13 8 -4 12 -1 -6 -9 -5 -3 -2
right_child=2 7 3 11 9 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.053578922520064812 -0.052153770450140004 0.065386755637332844 -0.0010619699660702167 -0.02933976890922001 0.011251723059784351 -0.11010512549124257 0.01524483462395303 -0.0130969120792886 0.00045298346338283981 0.038819092084090068 -0.046792534563151966 -0.0069764157573747711 0.34088532697191576 0.03065046808876893
leaf_weight=263.94377167371567 227.44301658659242 37.930582311470062 12763.429336807749 1298.9541803710163 2549.901847638539 65.077421035151929 3797.2731563900597 963.83607792301336 3958.9039333708351 1389.1352553342003 1120.4060383641627 1899.5151987076679 5.4431782439351073 44.003116959705949
leaf_count=4590 3521 464 64615 12604 16904 204 23918 11242 51475 7213 6235 20428 52 356
internal_value=0 -0.00809666 0.00271485 -0.000355703 0.0171245 0.00204523 0.00267709 -0.0285363 0.00377355 0.0209736 -0.0312103 -0.0160586 0.0999604 -0.0387307
internal_weight=0 6415.54 23969.7 19759.2 4210.48 4287.93 16560.7 2127.62 4222.85 3939.04 2084.24 3198.47 43.3738 271.446
internal_count=223821 74262 149559 121565 27994 56269 88533 17993 56065 24117 17477 33032 516 3877
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=15
num_cat=0
split_feature=159 157 170 96 127 182 120 124 100 22 127 59 118 52
split_gain=93.8133 147.686 145.996 100.836 112.029 111.887 84.6786 156.637 68.0917 67.3801 62.9279 37.0554 28.2545 27.6572
threshold=0.12071699373260318 -0.31760649712962558 0.044175235952893251 0.64047857433940347 0.14682302751757945 0.89335527340437781 0.43199160289584959 -0.076924496959223918 -0.12873542559539125 0.011122159868852599 0.052826961314663905 -0.19576551103524534 -0.28804637601665417 0.36638195379211685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 5 -5 -3 7 -2 11 -4 -11 -1 -8 -10
right_child=1 3 9 4 -6 -7 12 -9 13 10 -12 -13 -14 -15
leaf_value=0.24004974053713132 0.19016045121139447 0.0026048941966482176 0.07331390510846994 -0.012273064640479101 0.053082367454883775 -0.043567918812794162 0.2826773278907696 -0.081887116238556004 -0.074905612339180666 0.0060672280897417861 -0.033493799988876347 -0.007201065657086521 -0.064981360480066461 -0.16202946207758775
leaf_weight=6.4879097336670375 39.527643869834719 17201.029538242336 101.03731070074718 392.84431492350996 789.15541196626145 541.33401167319971 2.348612698755459 45.557244323994382 391.17595833263476 941.82250784945791 701.59586320446397 92.214044048276264 501.38193200797832 40.178675691597164
leaf_count=44 139 144569 228 4317 5418 2872 38 4524 38889 4546 5445 728 11672 392
internal_value=0 0.00154564 -0.0199144 0.0030802 0.0313611 0.00119612 -0.0477748 0.0444972 -0.065876 -0.0059488 -0.0108219 0.00905131 -0.0633604 -0.0830208
internal_weight=0 19513.2 2274.51 18924.4 1182 17742.4 588.815 85.0849 530.057 1744.46 1643.42 98.702 503.731 431.355
internal_count=223821 173549 50272 157176 9735 147441 16373 4663 40053 10219 9991 772 11710 39281
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=15
num_cat=0
split_feature=115 4 173 53 163 46 163 133 13 34 54 73 97 169
split_gain=97.0814 188.716 93.0033 98.3264 74.9872 68.346 70.527 51.7406 51.409 45.0781 41.7349 38.8847 39.7521 30.2157
threshold=0.27807154416974883 0.21283670870192395 0.18061272931537883 0.063609461789816621 -0.35788762772901028 3.314096362852565 -0.27004639829071181 0.093082142289589151 -0.18128090312093773 0.71679510958911152 110.24462753273258 -0.097246186498551587 7.1571729452828432 0.66947194303315016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 8 -4 -2 -3 -6 12 -7 -8
right_child=5 4 7 -5 10 11 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00096444456268536798 -0.01477879767444153 0.097630549545442868 0.010022716948696291 0.022774566436866862 0.047259300409466493 0.25998235724443253 -0.050099321195640617 -0.055382059561792124 0.095803166474611831 -0.11134335447759369 0.10574406999665552 0.014853371475748287 -0.064665244281862641 -0.016514259566904207
leaf_weight=17779.424327124638 109.75339813437313 13.705984123051165 164.78277521106065 1934.655740280461 513.4343301957706 13.071044138749132 865.53195667986074 454.72042438053177 68.142595607787371 41.813735678792 160.05016719084233 219.35156042769086 5.301437101326882 387.95016013088753
leaf_count=127800 302 61 8398 22965 4422 149 36564 8829 293 44 1384 2111 53 10446
internal_value=0 0.0019586 0.000166321 0.0013652 0.0519494 -0.0230959 -0.0313425 -0.0379849 0.0275793 -0.0597546 0.0611579 0.0265582 0.166304 -0.0397048
internal_weight=0 21062.6 20333.6 19714.1 729.004 1669.1 1431.38 619.503 177.896 55.5197 673.484 237.724 18.3725 1253.48
internal_count=223821 173903 167992 150765 5911 49918 47605 17227 595 105 5806 2313 202 47010
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=15
num_cat=0
split_feature=151 103 80 103 130 128 188 156 66 136 25 45 136 45
split_gain=110.763 145.959 153.603 165.299 129.523 166.725 177.839 103.434 124.743 96.0508 86.5126 73.6739 34.8303 38.3663
threshold=-0.12051547988372414 0.27275274604615046 0.3751266154338701 0.58229815135067675 -0.49205658326346352 -0.0045050559832570504 0.49115558800386877 20.896995272928908 49.332018804406609 0.018764057748386884 0.041945077571445021 -0.13711610205479854 0.031452049648122427 0.70457701689983421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 9 -4 12 11 -7 10 -9 -3 -2 -6 -1 -14
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.05725173459244845 0.015598921579086739 -0.031544852133519229 -0.029453789192915004 0.0035754302272976908 -0.078895972604171208 0.024815843596403476 -0.0066824468346086859 0.13185644697530147 1.5890413401193886 0.023435100239335538 -0.023286005305342718 -0.012546492988106388 0.12202988160600055 0.043279968340668884
leaf_weight=18.141510404995643 642.8484632599575 351.39242171676597 2242.6642286287388 4671.2945863485802 182.13583282899344 4802.7574320667045 2859.8017157439608 32.538282562978566 0.59827487030997772 3319.4160391930491 5203.1823203924869 2062.2207641627756 136.19234290614258 113.3593640292529
leaf_count=867 30080 3236 4999 11963 2473 34239 5602 1702 39 7374 96536 22965 919 827
internal_value=0 -0.00537778 0.00163945 -0.00713818 0.00789393 0.00603927 0.0130601 -0.0180115 0.158166 0.0181721 -0.0190101 -0.0179309 0.076532 0.0862576
internal_weight=0 16463.9 10584.8 6913.96 10174.6 9906.92 7662.56 5879.17 33.1366 3670.81 5846.03 2244.36 267.693 249.552
internal_count=223821 155929 27572 16962 67892 65279 39841 128357 1741 10610 126616 25438 2613 1746
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=15
num_cat=0
split_feature=59 76 74 128 36 193 127 45 34 148 14 38 103 171
split_gain=95.3972 163.638 262.624 164.829 126.596 118.018 129.237 111.063 103.461 99.5855 90.6432 88.6095 87.0628 80.7821
threshold=0.018187057713751148 1.2509591992850695 0.45341557343352318 0.31559144458118854 16.02145668057123 0.26588585589359093 -0.26286508724705604 1.7147082201607098 -0.062207575727077781 1.1268309190203212 -0.32378624791106575 0.36438272808238564 -1.0000000180025095e-35 3.2869171964557324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 -3 13 -4 12 -7 -9 -2 -6
right_child=4 5 8 -5 7 10 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.0072997754916092677 0.028734705575231348 -0.081543345382538893 -0.011460551058363405 0.019569407770365831 -0.0090188265593531946 0.023231435508318625 0.048399502911077932 0.17709745926916948 -0.051045300476181089 -0.076649618222980512 -0.059550028684151469 0.024833784645802232 0.0076998657498764519 -0.05720418303078037
leaf_weight=12128.520430900448 2516.8964533910621 81.688367327675223 1078.0180465299636 2812.5449625359615 3664.5839150640531 280.73152847774327 1214.1905602812767 42.393041192553937 1703.8630025354214 127.28363997745328 250.12291953200474 388.2398669864051 9017.2830831244355 384.42236628307728
leaf_count=98898 22127 363 2863 10946 37985 750 2495 132 6524 514 837 2108 28952 8327
internal_value=0 -0.00455723 -0.00749449 -0.00224185 0.00583022 0.02394 0.0402083 -0.00845864 -0.0357057 0.0113192 -0.0157727 0.0398232 0.0122899 -0.0135937
internal_weight=0 19549.7 17722.9 14941.1 16141.1 1826.73 1295.88 4479.64 2781.88 11661.5 530.854 430.633 11534.2 4049.01
internal_count=223821 123676 119231 109844 100145 4445 2858 48552 9387 51593 1587 2240 51079 46312
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=15
num_cat=0
split_feature=157 142 14 5 26 57 26 21 181 139 30 147 171 21
split_gain=62.5302 58.5443 120.802 99.0566 94.7679 83.5799 63.3813 55.6672 10.9863 22.6691 22.2866 9.27623 14.444 8.5187
threshold=-0.41514190564819103 -0.060535341961149715 -0.11130324732386992 0.015734103795464607 -0.093333301535895072 5.3407669311162467 -0.098190363792121302 0.1165161482309563 -0.088852776318615045 0.14413227489345784 3.3801558762409125 1.5604661650727143 1.8264562745125181 0.089945697853826515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -5 -4 -2 9 -1 -11 13 -13 -10
right_child=1 3 6 5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.94724869484276852 0.066618076625792749 0.017540577946282353 0.061840768914983218 0.020659926688396838 -0.011209683531672829 0.0013949961947367989 -0.010905130959139059 0.013255348081634817 -0.0012018734968185308 0.85594815609747688 -0.0068000612813457154 -0.082484537951964532 0.44976270276473057 -0.059506061203074848
leaf_weight=0.29103522025979955 518.87174794939347 1301.4624940505018 134.60708807921037 2668.4439776840154 9629.6003764304332 14429.765765991266 1086.5045344268437 313.66551074828021 28.186407597851939 0.31739141047000874 5.2867254066513851 1.1179456920363002 0.93740288959816087 225.89610973314848
leaf_count=23 7594 12827 2117 12008 85320 83115 9938 2871 1490 9 345 49 30 6085
internal_value=0 0.000842427 0.0171401 -0.00035167 -0.00778665 0.00440159 -0.00288611 0.0465132 -0.0482201 0.0867498 0.042062 -0.0513265 0.160263 -0.0530381
internal_weight=0 30082.9 2053.65 28029.3 10931.1 17098.2 1221.11 832.537 262.033 5.89515 5.60412 256.138 2.05535 254.083
internal_count=223821 215790 22520 193270 98147 95123 12055 10465 8031 377 354 7654 79 7575
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=15
num_cat=0
split_feature=145 118 174 114 154 47 49 114 101 1 166 66 194 173
split_gain=95.7193 86.0108 160.147 107.011 87.469 114.057 66.7098 66.2786 15.5685 13.591 15.3763 7.59443 4.89541 3.63223
threshold=-0.30231291753226025 0.1168477981479482 0.46697617592638813 19.697475130814407 -0.077289162288908864 0.1480305265833792 0.89015581273715483 5.5231489711344324 -0.08003180699772415 0.22742250606756517 -0.2616488824423378 14.990322433673755 -0.0016930429993330515 0.097748765579397281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 12 10 -10 -11 13 -1
right_child=1 4 7 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.087927169646214901 -0.0035253575679305192 0.003660494148433337 -0.085988580764392017 0.027392830819538264 -0.009194199382415006 -0.058092192377264235 -0.02521084742339726 0.030297586881704891 -0.080574462792604828 -0.09964497920322421 0.065741101979380046 -0.2352376925826091 0.14225177401250588 0.072452716933815095
leaf_weight=2.8045831610215828 10466.264959369568 4272.1820934405405 50.037722800159827 1253.5090971798636 1406.7271337968996 721.78117627417669 984.78510858351365 2394.9567030020989 135.80359475487057 8.122339832014406 7.5834819749579756 8.4052566140890104 3.5832264885248133 2.8441941607743502
leaf_count=41 109951 20811 214 7344 35210 4493 3883 18800 22741 81 180 33 29 10
internal_value=0 7.63807e-05 0.00463817 -0.000218448 -0.00867277 -0.0257756 -0.00174796 0.0279177 -0.0754443 -0.0827337 -0.0728361 -0.168602 0.0508222 -0.00717491
internal_weight=0 21550.2 14164.8 11719.8 7385.48 2128.51 5256.97 2444.99 169.147 159.915 143.387 16.5276 9.232 5.64878
internal_count=223821 200706 136309 117295 64397 39703 24694 19014 23115 23035 22921 114 80 51
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=15
num_cat=0
split_feature=67 29 133 107 160 97 13 107 29 83 92 55 159 44
split_gain=93.4464 96.2473 120.174 138.568 106.133 104.699 95.537 94.3982 131.984 114.802 54.3662 37.6642 27.9665 25.2003
threshold=-0.08950821473722427 -0.036574537627164679 0.13395197214866947 -0.30180657204696898 -0.42527844266168613 -0.034823463989207944 0.078417813415774362 -0.041442400999591449 0.10171790503186125 0.0060598024499379155 -0.093218701098559897 1.2004854230193136 0.13817919795610675 -0.26721935972110938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 13 -4 7 8 -2 -9 -6 12 -8 -1
right_child=6 2 5 -5 10 -7 11 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.039918393437869598 0.00098601499787296558 -0.021321848000619377 0.10052426838123177 0.049073355085498996 0.054985148193843703 -0.006452069377818382 -0.01492550976168896 -0.0040706233375194861 -0.023073863419812733 0.020594654269121063 -0.034565968921877077 0.036008785338877594 -0.057097727569819658 0.09089419048575248
leaf_weight=17.12545252032578 6005.7304991829442 337.26526917505544 97.460672145127319 1636.1343743500765 74.110420607961714 1493.0819882564247 230.65372774155367 4319.8681302136974 3675.2639685877366 3350.6739420117374 795.33602204162162 64.603695116617018 494.09897406544223 105.1413565305993
leaf_count=91 26304 920 715 11491 856 6481 9173 26951 27766 19673 7284 2955 81739 1422
internal_value=0 0.0128894 0.0205568 0.0370424 -0.014665 0.000102917 -0.00313037 -0.00158253 -0.00814801 0.00670375 -0.0269328 -0.0371546 -0.0436764 0.0725718
internal_weight=0 4555.66 3563.94 1973.4 991.713 1590.54 18140.9 17351.5 9680.99 7670.54 869.446 789.356 724.753 122.267
internal_count=223821 29260 19607 12411 9653 7196 194561 100694 54070 46624 8140 93867 90912 1513
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=15
num_cat=0
split_feature=134 29 103 130 157 25 10 73 130 111 139 24 58 50
split_gain=110.475 125.64 127.638 122.653 107.357 74.0841 134.197 69.0692 54.8729 41.8897 63.1765 39.9916 17.4918 30.421
threshold=-0.03077873531526187 -0.0047253953675488016 0.047171751741536018 0.35402983118048709 -0.081134663669409426 0.041142512334862144 -0.32576481508596655 0.67669166474218445 0.14407459398256198 0.057664078395744701 -0.26279114998553249 0.33680693859218275 1.8784962773447054 1.6182015756925299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 12 10 -10 -11 -1 -14
right_child=1 2 3 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.067892909219497727 0.19775946748704049 -0.049304497851115993 0.0070181630655664715 -0.0087427007140078849 -0.0059628246658192559 0.021880970893959881 0.039364295286763246 -0.047113956146541874 0.89950873888386484 -0.020608860838785895 0.089255938660766851 0.84220529964588542 0.43419413735879742 -0.05391562604186928
leaf_weight=358.81182985575288 60.796799708739854 942.23627320543164 13676.181329285318 7727.5541765728267 1452.5232651472325 1224.0193644899991 444.94662152486853 164.60644521587528 1.0184576243627841 465.58605099658598 17.455038048210554 0.53781866561621328 1.9087704826379184 3.8567954284371808
leaf_count=54312 464 20817 50932 14567 28842 25797 8869 353 60 18448 172 3 37 148
internal_value=0 0.000851208 -0.00112174 0.0013279 -0.0230159 0.0256368 0.0584054 0.0137024 -0.035809 -0.0137602 0.133926 -0.0196133 -0.0651163 0.10768
internal_weight=0 25692.9 23798.5 21403.7 2394.76 1894.37 505.743 1388.63 849.175 484.597 18.4735 466.124 364.577 5.76557
internal_count=223821 150641 115158 65499 49659 35483 9333 26150 73180 18683 232 18451 54497 185
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=15
num_cat=0
split_feature=85 156 70 195 112 61 61 1 52 164 76 31 25 62
split_gain=82.5886 105.713 102.987 161.798 312.036 229.324 107.587 235.598 131.698 100.14 97.066 75.6911 54.9299 23.2187
threshold=-0.033089559306409048 1.3014031936661132 -0.0065523206985992595 0.23597717434454288 -0.1311514981680009 0.10537158497908371 0.0018928513823708135 0.25780039163253632 -0.059891402886027144 -0.024821523861912161 -0.11413642019506683 -0.11193425527464519 0.020479484865350579 -0.20845709053303033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -2 7 -4 -8 10 -3 -11 -1 -14
right_child=2 9 6 4 -6 -7 8 -9 -10 11 -12 -13 13 -15
leaf_value=0.47330176961194781 0.031085880979781988 0.05863385824187535 -0.012751176298016816 -0.07514737589993542 0.023258524481850111 0.18249139720091873 0.014382872469065063 0.20315210721438715 -0.0020244533526400715 0.057399291839818171 -0.0095115827022929991 -0.049391737002262889 0.15158226911106826 -0.088665103556873237
leaf_weight=1.7771941982209671 400.79431436944287 285.79731400555465 7044.4960043753963 380.36240039381664 2108.2434622180881 133.31340481690131 6962.3296283248346 50.907415823079646 16453.379994676216 73.589852262230124 778.09847011091188 676.54408854560461 4.0909401094540945 241.28654721344355
leaf_count=7 4332 3719 43280 10950 30318 302 18208 1356 53253 3323 9786 42830 30 2127
internal_value=0 -0.0192936 0.00132954 0.0189363 0.00821801 0.0688767 -0.000414749 -0.0112021 0.00285403 -0.0109343 0.00879452 -0.0389153 -0.0806476 -0.0846597
internal_weight=0 2061.18 33533.8 3022.71 2488.61 534.108 30511.1 7095.4 23415.7 1814.03 1063.9 750.134 247.155 245.377
internal_count=223821 61822 161999 45902 41268 4634 116097 44636 71461 59658 13505 46153 2164 2157
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=15
num_cat=0
split_feature=95 77 141 5 172 74 25 168 45 27 148 173 137 140
split_gain=53.3502 63.3717 128.299 102.612 86.005 82.2971 68.3147 63.3197 25.2785 29.4667 25.9073 25.1115 20.6842 8.65846
threshold=-0.091768870213809681 -0.04252152710164437 7.5145281594813271 -0.094498631060360452 0.40965456175325138 -0.07273921631135695 0.20899838214207025 4.1543029968740699 -0.13491468648636049 -0.28793699938331802 0.50476391956240041 0.32619124149528661 0.040037446658677249 0.058372625054926582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 7 -3 -4 -5 -2 10 11 13 -10 -11 -1
right_child=1 2 5 6 -6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.069758782275618478 -0.1249979465702577 -0.011152891419939125 -0.027166183684504665 0.0069646145904377864 0.013883184184820478 -0.0049632168786674022 0.045728049302515228 0.010225178970280554 0.15942958377729477 -0.027586652316977208 -0.48829917302970655 -0.082925399515933543 -0.10154492733546683 -0.12551746580140485
leaf_weight=2.5422005144646453 93.343955559190363 1793.0433227125905 1967.5839131544344 8693.5510986538429 5844.8947141499957 11016.012902175658 479.73005462810397 55.051923098857515 14.219066443620251 281.11058856087038 1.9008226806763548 6.1134957130998364 43.692526036640629 21.253463919274509
leaf_count=46 476 23532 15749 55009 53944 67325 4361 758 82 1803 11 78 345 302
internal_value=0 0.000814909 -0.00227813 0.00765736 0.00800584 -0.00832794 0.0089918 -0.0748329 -0.0373489 -0.0302249 -0.133034 0.0865595 -0.0375355 -0.104655
internal_weight=0 29943.2 20621.5 9321.68 7637.94 12983.6 9173.28 148.396 370.832 345.136 25.6965 20.3326 324.803 23.7957
internal_count=223821 221154 160550 60604 77476 83074 59370 1234 2667 2308 359 160 2148 348
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=15
num_cat=0
split_feature=12 150 174 173 35 180 80 32 155 157 19 157 13 106
split_gain=86.6364 96.4853 83.4714 90.0695 78.3056 75.0794 71.4433 78.1151 58.5232 47.7261 43.6943 38.2793 28.8199 89.5494
threshold=1.7126151293771585 0.36844579582578163 0.46697617592638813 1.2098588409410551 0.021545879458941385 35.684738955823299 0.2030283754901975 0.38212622026795612 -0.25334240841149985 -0.41514190564819103 -0.15266330903480982 -0.23331974765970495 -0.049579094608574972 -0.35890842017298091
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 5 -4 12 -3 7 -6 11 -8 -10 -2 -1 -14
right_child=1 2 3 -5 6 -7 9 -9 10 -11 -12 -13 13 -15
leaf_value=-0.064617387815370741 -0.047406103507971149 0.010335430016658681 0.02579166341999491 -0.017357103213738127 0.020519244466274386 -0.0048238809597673576 -0.085519878026385623 -0.060050858893876596 -0.047624289788036789 0.034074508065825147 -0.015308568831824099 0.014160333982880875 1.0974852724664934 0.0025710943980805524
leaf_weight=438.49524450922036 117.00387177552329 5139.4381811182393 2767.7772146752104 586.23915508948267 185.09779376143706 8967.942272676315 36.590023547556484 343.91703067906201 617.71184155871015 378.9795021264872 1296.7604139289906 737.83872449415503 0.76097744272556056 40.576758362265537
leaf_count=36572 775 45263 19763 2183 1813 87127 283 1827 4320 1962 16352 3951 8 1622
internal_value=0 0.00131977 0.00407002 0.0182498 -0.0241959 0.000698784 -0.00748486 -0.0318601 -0.0160214 0.0235445 -0.0257354 0.00573362 -0.0570926 0.0227271
internal_weight=0 20230.7 17461.4 3354.02 1424.42 14107.4 944.584 529.015 2769.31 415.57 1914.47 854.843 479.833 41.3377
internal_count=223821 179734 154336 21946 44087 132390 5885 3640 25398 2245 20672 4726 38202 1630
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=14
num_cat=0
split_feature=76 13 125 29 82 45 108 160 184 125 166 140 27
split_gain=93.1366 86.9011 103.229 170.777 103.083 112.171 102.78 45.5078 32.1554 21.8674 24.7099 17.6341 5.7905
threshold=-0.18290721319011233 -0.34063634576228702 0.11493946395456822 -0.035795341815633486 0.55174072420171472 -0.09748182846165819 1.7669963017232029 -0.34006867374182631 0.19011046740536416 -0.071245478600429332 -0.24150448871572766 -0.011506850963017826 0.3550508742915866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -4 12 -6 11 -11 -9 -1
right_child=1 2 6 -5 8 -7 -8 9 -10 10 -12 -13 -14
leaf_value=0.10034681563099029 0.055571444944140881 -0.019289729643046018 -0.015392575117376923 0.011705965967040547 -0.049104802143321469 0.0098485765621108105 0.010649212713206863 -0.038259482417597877 -0.0024581575874866608 0.29489443821961608 -0.010404552545283156 -0.091903990709628292 0.26200577070868031
leaf_weight=6.6668090224266034 855.89657249161974 2261.2188425185304 6814.9396311780438 8310.7655646327257 218.36116808722727 1438.0657806657255 1948.9571556441952 98.727381473247078 457.18768705893308 3.033304579555991 21.037571858905721 161.54349543491844 3.3187111243605614
leaf_count=39 6239 49164 41139 89123 2312 5682 15127 9971 3491 17 663 840 14
internal_value=0 0.000869858 -0.00157621 0.00507636 0.0167973 0.0269082 -0.00960128 -0.055753 -0.017536 -0.0631217 0.0280679 -0.0715553 0.154075
internal_weight=0 22305.4 19335.9 10572 2969.51 2293.96 8763.9 294.327 675.549 284.342 24.0709 260.271 9.98552
internal_count=223821 212277 194553 138287 17724 11921 56266 11544 5803 11491 680 10811 53
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=15
num_cat=0
split_feature=51 152 73 2 18 124 7 118 102 122 180 157 19 7
split_gain=108.36 122.377 131.504 136.441 123.627 116.005 79.8837 70.1325 48.1747 41.3614 81.582 39.088 39.1963 32.6359
threshold=5.4470138986005781 -0.081364909331216068 0.044174436265133052 0.3627647666371977 0.41432306330288238 0.43192997867188476 0.99141332578856012 0.13101158052752285 0.20450617958256614 -0.1652141728681577 36.675368139223572 -0.097632876703400664 -0.11621584606948157 0.33700591242727296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 11 13 -11 -1 -13 -10
right_child=1 2 3 -5 6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.086945097297138174 0.0093285566697339107 -0.057528062443693309 -0.0066273008411105554 0.045752955314708757 0.0016934008856256827 0.044608303489006962 -0.028675220600751922 -0.013544109366858893 0.082529858678915602 -0.082737128588662417 0.044326567688174029 0.34362719593221369 -0.017268804016666875 -0.033571034868255592
leaf_weight=49.464496200555004 4004.2361490544281 749.60343588993419 12097.754772439308 518.60681460925844 5416.5474383115215 1214.7665831665508 1031.0598864302156 702.03188081627013 281.03216819243971 61.078179907053709 292.59733191132545 4.5624189940281203 8.8409672393463534 26.494178410619497
leaf_count=649 30802 62914 47454 7373 40773 3588 6317 21072 519 251 1916 43 103 47
internal_value=0 -0.0014739 -0.00775372 -0.00447416 0.00609851 0.0175402 -0.00316295 -0.0362568 0.0377518 0.0457054 0.0223832 -0.0458994 0.105578 0.0725275
internal_weight=0 25734.6 14068 12616.4 11666.6 5219 6447.61 1451.64 724.07 661.202 353.676 62.8679 13.4034 307.526
internal_count=223821 220293 138813 54827 81480 34390 47090 83986 3528 2733 2167 795 146 566
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=15
num_cat=0
split_feature=187 131 56 155 59 34 123 76 82 72 133 10 98 126
split_gain=84.9224 113.962 100.306 94.9505 89.8825 198.498 160.226 111.903 95.0243 216.857 113.923 89.7224 64.2364 61.9137
threshold=-0.076241309958380798 0.5377874268496724 -0.22101797936276971 0.12637019882913644 0.023537856646142191 -0.012674110238709011 2560.5000000000005 1.2509591992850695 0.51714331625605625 0.87735797936790294 0.13538280070744216 -0.045567309704681029 -0.037623784833465353 0.99160978631025853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 13 5 7 -7 -2 9 -6 -10 -4 -1 -3
right_child=4 3 11 -5 8 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.23369166336121722 -0.0011872521844406064 0.086295193799393904 -0.018346577951401429 -0.07527594793388831 0.0093614347023550544 -0.028091944191465296 0.091999379004599244 0.026342577431562576 -0.024352856558741 0.082206847466531827 0.0089658635701892996 -0.071066663496108615 -0.0882796661709353 -0.093216708383863159
leaf_weight=23.834999616490677 12901.070273924153 210.50943666114472 1805.2004670801107 55.917562901740894 10227.542607481068 3484.1202786011854 114.75795189943165 1667.3306503589265 1816.1217561694793 425.67531245341524 2359.3956333643291 393.10779894125881 8.3733704208862019 21.142961109057069
leaf_count=64 63107 417 10340 350 73070 43639 167 3936 3444 1183 8890 14634 215 365
internal_value=0 -0.0175687 -0.0252073 0.0416797 0.00148355 -0.0032318 -0.0242626 0.00196349 0.00726051 0.0122722 -0.00552596 -0.0277741 0.149987 0.0699111
internal_weight=0 2518.09 2230.52 287.57 32996 18167.3 3598.88 14568.4 14828.7 10653.2 4175.52 2198.31 32.2084 231.652
internal_count=223821 26385 25253 1132 197436 110849 43806 67043 86587 74253 12334 24974 279 782
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=15
num_cat=0
split_feature=1 77 129 75 106 195 162 77 13 186 42 153 181 190
split_gain=52.1969 56.6031 125.795 106.117 102.208 88.0003 75.4453 53.5601 25.4458 35.1099 37.36 13.8991 36.8376 13.6421
threshold=-0.41611004622360298 0.099009487598654924 1.0159129672582849 0.0052899168926503577 -0.070532240623368908 0.37947015429392977 0.57808828276316537 -0.041668730269219779 -0.27089868443033233 22.750000000000004 0.20634213533003778 0.13554970425815935 -0.060388897702617399 0.19065794256633978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -4 -5 -3 -2 11 -10 -11 13 -13 -1
right_child=1 2 4 5 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.071678071932924151 0.0064762696932802611 0.048328469042656058 -0.0054171313876573849 -0.032304698091053727 0.026334043901357941 0.00075929144642335319 -0.0035370778899101439 -0.0040056669018675908 -0.064294350882814114 0.39183920078835988 -0.050453814870065776 0.57981227410195657 -0.00093885539604017748 -0.025005878612083726
leaf_weight=163.25428721800563 9583.5874906124664 1074.3793292361079 4424.0749366775854 1894.9764985017246 1315.2382899618242 1399.4063106091926 379.53922375431284 9921.5265875080368 8.4263929381850193 5.1150778857991082 3.0477079516276717 1.1912846642080701 13.134629870823115 101.60528580320533
leaf_count=3935 62290 7846 34655 13203 10666 9808 2405 75847 131 74 35 44 380 2502
internal_value=0 0.000780852 0.008515 -0.00165927 0.00185906 -0.0182596 0.0347892 0.0011445 -0.0414347 0.0788918 0.226702 -0.0485845 0.047354 -0.0537737
internal_weight=0 29992.7 7193.23 22799.5 5739.31 3294.38 1453.92 19505.1 295.775 16.5892 8.16279 279.185 14.3259 264.86
internal_count=223821 216720 55572 161148 45321 23011 10251 138137 7101 240 109 6861 424 6437
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=15
num_cat=0
split_feature=191 170 132 180 23 172 6 6 106 129 156 31 39 192
split_gain=82.0975 80.3165 73.0161 92.6044 83.1509 45.4553 30.0988 14.5911 28.4539 23.9961 7.85114 21.7799 7.48107 2.84178
threshold=2.7385566629752791 -0.055161851976074698 0.042786756786097425 32.570950468540836 -0.01357334839767114 1.245258746665139 0.67873024431751749 0.27073343519347509 -0.37617430713621286 1.0218351545541562 0.44354205131352636 0.30128277900595563 -0.17914821144635687 13.86937614163117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 12 -7 8 -2 -10 11 -9 -1 -12
right_child=7 2 4 -5 -6 6 -8 10 9 -11 13 -13 -14 -15
leaf_value=0.18550925923663095 0.36117933785703005 0.017541316682866445 0.011747292977652868 -0.033010996295463606 -0.0019308994906132488 0.015440683730110712 -0.046427349514573023 0.43061208985439736 -0.060242941278926904 0.15881728679239096 0.030047965355651213 -0.083303021517083659 -0.073163058876378848 -0.076303336233796024
leaf_weight=1.1236404313676747 2.018954991712234 512.41599068917276 7059.5413621359912 1237.4887192361348 11997.350840410734 170.08092847216903 146.25446270548855 1.1657691635191434 30.605900109745562 5.9770663327071807 2.5479206489399067 2.8182879276573658 224.97531691158656 180.68680083018262
leaf_count=511 30 3270 46863 9411 90687 8080 6854 38 293 51 13 27 56109 1584
internal_value=0 0.000350695 0.00134103 -0.018208 0.00313613 -0.0376368 -0.0131634 -0.0602626 -0.00428277 -0.024452 -0.0718049 0.0670729 -0.0718775 -0.0748245
internal_weight=0 21349.2 20806.8 1749.9 19056.9 542.434 316.335 225.821 38.6019 36.583 187.219 3.98406 226.099 183.235
internal_count=223821 221785 150231 12681 137550 71554 14934 2036 374 344 1662 65 56620 1597
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=15
num_cat=0
split_feature=116 143 13 185 169 62 40 43 169 128 54 118 178 92
split_gain=84.843 157.468 105.791 102.136 110.405 87.5853 79.4975 68.2476 66.5709 63.009 56.8764 55.8264 51.8949 51.0942
threshold=0.089168273260347722 0.059174827740039973 -0.26414740296126188 0.065843664270232735 -0.22776823516107012 -0.17295699142440144 4.8792672178777217 38.286893167653709 0.33106562716605459 -0.073314607679279289 482.12358468490385 -0.21806870596601549 -0.31222868812599031 0.098258714392480559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -5 8 13 11 -4 -9 -2 -3 -8
right_child=6 2 9 5 -6 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=0.033282901274961654 0.11449612620867351 -0.031546812334121759 -0.019141046492063801 -0.065200267855421309 -0.0069615142075786151 0.015050741153074743 -0.012011405604306467 -0.0061410854196232312 0.053381817630904882 0.034033243197731107 0.10721339463749587 -0.012284080420297751 0.10011030268071375 -0.039883702779041463
leaf_weight=723.20056059263879 36.728521258221008 33.559430351480842 300.95896558981622 140.19532801065361 11872.534350965638 4541.6753232771007 1281.3773122393559 119.80696311191423 269.55550300481264 858.5520935577224 70.201381785154808 639.12730303651006 277.51307333260775 1351.265049159927
leaf_count=6046 253 95 2300 744 101277 24487 46365 3803 1781 5146 1215 6833 1297 22179
internal_value=0 0.00271045 0.0341238 3.67067e-05 -0.00465083 0.0126477 -0.0137339 -0.0221401 0.0113639 0.0202315 0.0357394 -0.00539437 0.0859067 -0.0263175
internal_weight=0 18748.2 1470.58 17277.6 12595.7 4681.87 3768.06 2822.65 945.411 1159.51 190.008 675.856 311.073 2632.64
internal_count=223821 141392 8838 132554 107323 25231 82429 73562 8867 7446 5018 7086 1392 68544
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=15
num_cat=0
split_feature=109 192 129 86 118 63 106 16 145 128 16 82 11 96
split_gain=104.7 183.41 171.671 152.802 129.795 159.641 154.797 128.927 123.969 101.719 65.1147 59.7285 47.2029 43.258
threshold=0.57300314267326247 15.026882764491065 1.0214323145568891 0.43272191251700903 -0.10665527827575468 0.19133103395666703 -0.13124466158590653 -0.42949699299326277 -0.26091076905741351 -0.41948547140113679 -0.30715432153926631 1.1777837893047247 -0.24938848436483843 0.39051239743368954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 8 4 5 -1 -6 13 -3 -9 12 -4 -2 -5
right_child=1 2 11 7 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.041651690116675952 0.18641348572538136 0.057583021807203552 -0.039164526619367507 -0.049004845425048987 0.022261151648614953 0.040977698884237766 -0.0022308865246407866 0.061576810261977803 0.015576448877560418 -0.024605176118667221 -0.064737382108771863 0.011891297766258722 -0.0076320298883522965 0.064536743955435141
leaf_weight=1246.3544193919806 16.98450718447566 835.88145994849037 693.03660855826456 39.157102032098919 3584.8326861566457 287.80988760339096 9211.3285099634377 140.9055600434076 4404.4535865322687 4880.723326413834 405.09370414970908 342.31155619770288 47.863764652516693 234.53785804845393
leaf_count=40537 37 1452 2421 151 18872 1063 134014 519 9483 12188 952 432 121 1579
internal_value=0 0.0104131 0.0149253 -0.00402856 0.00133522 -0.0261504 0.00463054 -0.0185441 0.0222769 -0.0221869 -0.0498442 -0.0222842 0.0431907 0.0482925
internal_weight=0 6745.63 6275.68 19625.6 14330.3 1534.16 12796.2 5295.32 5240.34 5021.63 469.942 1035.35 64.8483 273.695
internal_count=223821 14898 13788 208923 194486 41600 152886 14437 10935 12707 1110 2853 158 1730
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=15
num_cat=0
split_feature=122 124 191 160 175 6 3 16 70 88 81 102 172 91
split_gain=81.0579 108.601 84.9834 131.636 125.087 98.4689 143.169 91.4478 84.5237 64.9182 85.8123 63.3865 4.62069 0.54394
threshold=-0.41580495332593809 0.90102653963312418 1.5600000000000003 0.19771268367925995 0.96157274232585888 0.35969237504407831 97.46367243381728 0.13488247284985866 0.023833435441732373 0.0032754974454741567 0.13658683332985302 0.12082412659483797 0.56775580272882487 0.19819365319286389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 -5 8 -7 -2 -4 11 -11 -1 -3 -14
right_child=2 12 5 4 -6 6 -8 -9 -10 10 -12 -13 13 -15
leaf_value=0.16359006260604206 0.0031528591341182239 -0.032605572187577085 0.12525910762254683 0.0036648366832336965 -0.044356048084462724 0.088988076251149573 0.0061582832440474486 -0.0096938432029504192 -0.0045340614410429953 0.32448891610459646 0.083674334619055685 -0.065553732705279921 -0.12074692143230051 -0.095450181503039092
leaf_weight=15.833828478120266 23579.169765755127 11.806400962173937 52.464131152257323 911.44279837567592 1339.8345363974222 400.41166950762272 435.79896453255787 7243.1356843280373 1149.1915254723281 16.046412039548159 190.09796044044197 50.812663660850376 13.174616295844315 23.956232666969299
leaf_count=27 109019 19 54 17861 35826 698 2149 55459 1853 36 190 573 23 34
internal_value=0 0.0500737 -0.000349879 -0.00157109 -0.0249145 0.0194697 0.0458206 0.000133928 0.00113269 0.0746818 0.102419 -0.0111139 -0.0870988 -0.104426
internal_weight=0 321.728 35111.4 33073.6 2251.28 2037.87 836.211 30822.3 1201.66 272.791 206.144 66.6465 48.9372 37.1308
internal_count=223821 902 222919 218165 53687 4754 2847 164478 1907 826 226 600 76 57
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=15
num_cat=0
split_feature=19 0 111 5 9 142 139 140 126 115 31 191 101 41
split_gain=52.5143 86.4956 85.6858 77.9695 82.5091 98.1968 68.165 62.2416 58.3907 57.7099 63.6858 47.2997 38.5268 32.2978
threshold=-0.09749335970619212 7.8205488441957831 0.083304753653464222 0.14784619109182889 0.29402984766773776 -0.058898681035908527 -0.38519239039656655 -0.074835971151558406 0.94141611728886931 0.60586176004865189 0.6205631626068594 0.27125213506766549 -0.10968023369541693 -0.085165176531126333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 4 5 -2 -4 -6 11 10 -5 -1 -3 -10
right_child=3 2 6 9 7 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.013786425191047558 0.025859002485604146 0.017962737411884099 -0.037415896094279137 0.016102351577569642 -0.006509138988682917 -2.807798225497036e-05 0.02683331299742572 -0.040248209100235903 0.14009898679554592 -0.013745254424004927 0.068779091721852856 -0.042337127021541972 -0.036716469803929605 0.0044075816982733487
leaf_weight=4112.8088123916241 1650.674874050892 177.11627615755424 183.43609662447125 3491.3228879824746 1892.877603830304 13048.995156421559 1654.6685227113776 768.8844580091536 17.79095004638657 604.19218789762817 245.66074457485229 675.578316354251 472.96139383548871 1251.49453831758
leaf_count=39157 18919 2755 1491 16991 7582 93444 9058 3406 520 6612 1653 6818 6599 8816
internal_value=0 -0.00631202 0.0093855 0.00294256 -5.46504e-05 0.00287887 0.0204215 -0.0162551 -0.0127598 0.0149291 0.0195652 -0.0178146 -0.0218189 0.0063095
internal_weight=0 8545.85 2488.18 21702.6 17361.4 14699.7 1838.1 2661.76 6057.67 4341.18 3736.98 4788.39 650.078 1269.29
internal_count=223821 75214 19903 148607 123351 112363 10549 10988 55311 25256 18644 45975 9354 9336
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=15
num_cat=0
split_feature=145 195 195 186 191 25 190 59 49 148 130 130 112 157
split_gain=84.3252 83.336 119.484 115.551 78.075 51.1887 48.5821 6.95326 29.7532 11.6503 7.78549 6.68609 4.81596 4.41956
threshold=-0.30231291753226025 0.1432331000577311 0.18302900411398265 18.750000000000004 2.7385566629752791 0.1491768192248846 0.19829249645028577 0.22960108435498669 0.82394364840760603 0.94022288199548365 -0.47726612965105014 0.072410868461276881 -0.20945474325525992 0.17105517863724048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 9 -1 -9 -7 -10 -12
right_child=1 2 4 -5 -6 11 -8 10 12 -11 13 -13 -14 -15
leaf_value=-0.065307012359357083 0.062602128131773183 -0.12343416217926667 0.0012677561174001171 -0.0065627083988104816 -0.059733375476321272 -0.13949615286208591 0.24834799128356419 -0.38470604359438676 0.78298721295561124 0.1711457338607911 -0.081741423922372269 0.024062288763339063 0.32872457294765761 -0.16241807492008983
leaf_weight=59.651847035085666 178.46380001344369 153.29708059204859 20607.604142204451 188.77054348110687 211.97302445193054 13.039319525996691 15.287349444522986 0.89457026240415771 0.34526040777564049 2.1591870035917955 84.072195475448098 3.0920141484821206 0.72023337872815207 7.3868184359744182
leaf_count=20162 1110 1356 194354 1625 1972 145 119 20 4 190 2667 25 42 30
internal_value=0 0.0003054 -0.000316487 -0.0589385 0.000646677 0.0630079 0.0772578 -0.0736657 -0.0480156 -0.0570472 -0.0911289 -0.108146 0.475923 -0.0882574
internal_weight=0 21371.5 21161.6 342.068 20819.6 209.882 193.751 155.23 62.8765 61.811 92.3536 16.1313 1.06549 91.459
internal_count=223821 200706 199307 2981 196326 1399 1229 23115 20398 20352 2717 170 46 2697
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=15
num_cat=0
split_feature=186 115 4 44 115 55 115 191 165 73 92 172 153 119
split_gain=82.1785 99.2994 145.906 190.051 96.1704 93.1186 148.388 84.3214 48.0857 46.7949 48.5155 24.2129 13.2071 19.8102
threshold=67.250000000000014 0.033771524840167898 -0.011804870364652728 -0.040576807242092457 -0.031181366529166445 0.30548880735703832 0.35558081739088981 2.2325581395348846 0.16019064336275571 0.9860085021345274 0.87557958870305319 0.84472275799719976 0.0028659035931589785 0.58469753375521039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 -7 9 -3 10 -2 -11 13 -9
right_child=7 5 4 -5 -6 6 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.0029796412578758386 0.063222595008789254 -0.0090282808474766718 0.039844398899882699 -0.02811380633634868 0.0066098777030005806 0.025847517426632508 -0.029691977112410728 0.17102030399351259 -0.037875406160602025 0.10804458822435414 0.16741769259545769 -0.020345165490524592 -0.036937387525801953 -0.026975517860789184
leaf_weight=11494.455804408761 239.47013989801053 913.64174187247227 1477.8431099363952 2371.3143271836743 2119.2969025711063 1114.4118795767718 846.434179128084 8.1070887260139006 1572.2076534759908 17.962846535257995 54.939753298414871 80.5879950535018 130.62995205400512 13.41551466565579
leaf_count=67626 1246 6583 10392 24307 22666 8579 28179 94 51720 91 547 531 1156 104
internal_value=0 -0.00107941 0.00231775 -0.00233794 0.0202639 -0.0144206 0.0018729 0.0382278 -0.027273 0.062701 0.0826664 0.00305641 -0.0249785 0.0476051
internal_weight=0 21909.6 17462.9 13865.8 3597.14 4446.7 1960.85 545.113 2485.85 392.961 294.41 98.5508 152.153 21.5226
internal_count=223821 220052 124991 91933 33058 95061 36758 3769 58303 2415 1793 622 1354 198
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=15
num_cat=0
split_feature=33 96 128 136 52 61 44 176 44 61 106 128 81 128
split_gain=103.741 116.59 169.673 209.375 181.008 135.376 96.6764 89.058 43.0718 78.7003 44.0453 37.0447 32.835 30.0271
threshold=3.1171164234673614 0.83884466726589313 -1.0000000180025095e-35 0.024696148103810881 -0.055596911585421301 0.58956783459320949 -0.15065993751012988 -0.32823811810449416 -0.043668780401469286 0.34915516933376295 -0.24384850141590625 0.72787511403496019 0.18924081691212855 0.25780620200066745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 12 10 -10 -11 -1 -14
right_child=1 5 4 -5 -6 6 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.089244886882770713 -0.056518999740426616 0.10394898117640766 -0.011836198440329872 -0.0041368250202232027 0.01432219553084199 -0.12670776152378888 -0.00014698921874252728 -0.040130128622166833 -0.13369918987407148 0.06422620082330234 0.035428251421081934 -0.31076389212017186 0.088113389893096541 0.025957961239606642
leaf_weight=13.772614667075684 893.35313112888252 43.96730637550354 3476.8802488244837 5231.9150861980161 11060.209228031352 61.519493497908115 3191.9755391646177 1769.5109018757939 48.144863879308105 109.01401353045367 22.638907872140408 2.6996670663356772 241.58709283918142 114.59037268534303
leaf_count=267 62722 46 23129 45749 77608 73 8519 3315 89 964 135 6 871 328
internal_value=0 -0.0011499 0.00218361 -0.0117766 0.00806581 -0.0147434 -0.00254009 -0.036637 0.0426469 0.00289168 -0.0796068 0.0551642 0.0622583 0.0681166
internal_weight=0 25729.3 20662.4 6125.27 14537.1 5066.97 3253.5 1813.48 552.448 182.497 70.7838 111.714 369.95 356.177
internal_count=223821 221161 209208 108471 100737 11953 8592 3361 2660 1194 224 970 1466 1199
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=13
num_cat=0
split_feature=16 126 127 51 151 127 191 188 52 52 10 142
split_gain=79.3749 75.4416 78.0353 81.7069 80.3507 33.8553 32.8749 29.6789 25.0313 26.6593 16.7772 9.81811
threshold=-0.5416544453060318 0.99313603977333653 0.81649292718788613 92.39381290003098 0.016400655002731867 0.022715064515599442 0.068965517241379434 5.2402554132875085 -0.076527134499233748 -0.086675061386405197 -0.35831252317328371 -0.064022187547349577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 11 -7 8 9 -1 -10 -3
right_child=1 5 4 -5 -6 6 -8 -9 10 -11 -12 -13
leaf_value=-0.065842488618614844 0.0022879410665814612 0.13619811492780698 0.0072315566837420327 -0.010623076912646339 0.064150193536722341 -0.089951191413908643 -0.016671301883456679 0.23602907363767109 -0.22693454036592381 0.080326814855998852 -0.091184621307659475 -0.0077011608457122713
leaf_weight=43.08287006104365 27869.230268404295 11.260998366400601 706.25823944248259 5947.6634200229309 382.25214187055826 156.17261705745477 100.69170896476135 3.1368926633149377 10.091052941977976 17.564996997825801 93.08929780847393 8.1897359117865545
leaf_count=586 147503 11 1040 68642 526 2837 564 28 37 59 1942 46
internal_value=0 0.000453464 0.00086547 1.7171e-05 0.0272197 -0.051593 -0.0612252 -0.0686591 -0.0744931 -0.0235085 -0.104461 0.0756093
internal_weight=0 35181.7 34905.4 33816.9 1088.51 276.315 256.864 166.965 163.828 60.6479 103.18 19.4507
internal_count=223821 221169 217711 216145 1566 3458 3401 2652 2624 645 1979 57
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=15
num_cat=0
split_feature=118 115 5 138 62 71 172 155 32 108 181 98 136 77
split_gain=53.6199 58.3477 86.7279 78.222 67.9722 55.1052 57.5089 42.8335 56.8032 37.1828 35.1653 31.4675 31.2692 25.6312
threshold=-0.20309236308291118 0.60586176004865189 0.16321613650362829 0.069612635710570428 -0.050705303463577718 -0.10814052707925448 1.5453784708647407 -0.030688920168714353 1.448460899972585 1.2783982880434255 0.047126754691876917 -0.068867540941680572 -0.054578122886987428 -0.22200611078766011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 10 9 13 -9 -7 12 -8 -1 -3
right_child=1 7 4 -5 -6 6 11 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.046167828020684809 0.025671753822579697 0.01487581348657465 -0.013065923400574954 -0.0020294398011394452 0.018082251036125173 -0.36382635334657848 0.11681756789009666 0.015240044259270205 0.30503885165569189 8.3526994073164428e-05 0.43015985781293431 -0.057883708480452538 0.13060538152359802 -0.032456010758893275
leaf_weight=16.371198792476207 1070.0769164543599 129.52560591651127 826.0831975066103 21512.205160507991 4611.9139404796297 2.8268099697306743 10.556700557004659 158.2954560352955 7.0655272323638192 415.8630918058916 2.7628610963001838 441.66188774281181 25.738759743981063 980.3619311764196
leaf_count=121 4818 2267 6793 154555 27598 24 70 1196 70 6203 32 3956 248 15870
internal_value=0 0.00106122 0.0020133 -0.0007168 0.0133505 -0.0235114 -0.0290795 -0.0198582 0.0276225 -0.00237343 0.0845561 -0.0538054 0.0618808 -0.0269323
internal_weight=0 29295.5 28020.3 22582.3 5438 915.781 870.908 1275.25 165.361 418.69 44.8728 452.219 42.11 1109.89
internal_count=223821 213167 193764 159373 34391 10654 10253 19403 1266 6227 401 4026 369 18137
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=15
num_cat=0
split_feature=116 136 132 130 192 170 118 153 120 153 100 8 85 61
split_gain=77.5334 74.2041 113.572 79.7602 78.7873 145.208 84.4873 71.6477 34.4709 28.3966 25.172 18.5118 16.9559 5.49379
threshold=-0.047879606521030509 -0.051150797757564814 0.20769099534353908 -0.24871919793895786 14.873742948330618 0.048784035543242968 -0.047320485266469849 0.020990609463701772 0.46720681070210174 0.0023138293694168637 -0.094746765493259416 0.42713390764193288 -0.048158365510049879 -0.3251784799005179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 9 -1 11 -10 -12 -11
right_child=1 4 7 -5 5 -7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.29287601696285576 0.046560470025728523 0.038040004600594514 0.0077818845153526679 0.0091819418832774502 -0.025116500629710593 -8.2656789270311139e-06 -0.0020868059744368274 -0.13217974400843155 0.010540771823510988 0.070919827252171608 -0.085059138404898621 0.14191821876207511 -0.02032776609687964 -0.071423146571713544
leaf_weight=2.1806552741327314 672.75796028666082 933.46684174766415 62.936638663522899 3769.6842262265272 2894.397958822301 11279.32823547264 1198.2840644586831 87.320202318878728 81.396770749299321 2.7445068082524804 49.719700205081608 12.352930496912448 217.42764147343405 225.03044340539782
leaf_count=27 4240 5471 515 22242 34865 63156 6881 626 1737 340 1953 69 23542 58157
internal_value=0 0.000722688 0.0119504 0.0148425 -0.00243979 -0.00513559 0.0154842 -0.0735554 -0.0360105 -0.0662697 -0.0167301 0.0278517 -0.0323751 -0.069708
internal_weight=0 20898.2 4592.7 4442.44 16305.5 14173.7 2131.75 150.257 590.853 229.956 360.897 93.7497 267.147 227.775
internal_count=223821 137996 27623 26482 110373 98021 12352 1141 85825 58524 27301 1806 25495 58497
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=15
num_cat=0
split_feature=155 188 118 156 80 134 29 145 9 156 91 157 43 51
split_gain=81.1121 134.696 109.687 102.814 101.721 98.7539 107.683 90.9204 104.351 90.4122 80.5937 69.3078 65.4095 44.2149
threshold=-0.021419494185643772 0.098583208054302776 -0.018894843573211469 2.3794424183647243 -0.013624717002291479 0.024868719378963334 -0.037382888849196008 -0.22929760637266411 -0.18668311132076318 1.3957853549722901 0.012238047583593993 -0.2610975252812851 12.965422705108258 23.232032241325989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -4 6 -2 8 -1 -7 13 -12 -5 -3
right_child=1 10 3 12 -6 9 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.024848056416738078 -0.012258782227312215 0.069164090535616132 0.040812211539304505 -0.042569588514701474 0.00054032795012518833 -0.027110260291073825 0.019057845106798598 -0.038247017023266751 0.025732318773547258 0.0023668271049296537 0.035240511572872051 -0.0021367638471244724 0.03267529316614616 0.024444655381326678
leaf_weight=1058.9053193042055 1622.207797363486 493.34654538182076 711.70137850782339 755.67620637142682 5282.7111790214531 2015.0187915590359 3397.7158711468237 1643.1365249094324 663.4238505770918 2151.6096014249779 839.33737830934115 1213.1227878445643 136.3773737767915 400.6408804556122
leaf_count=4851 31534 2708 4673 20060 27224 11693 37180 37935 2715 17536 5247 9851 7068 3546
internal_value=0 0.00545896 -0.0066229 0.000608127 0.00532171 -0.000508172 0.00893776 -0.0214191 -0.00536501 -0.0118886 0.0240635 0.0131484 -0.0310661 0.0491231
internal_weight=0 12133 10251.9 6886.47 5994.41 9186.55 5019.92 3365.47 1722.33 4166.63 2946.45 2052.46 892.054 893.987
internal_count=223821 119295 104526 59025 31897 97943 68714 45501 7566 29229 21352 15098 27128 6254
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=15
num_cat=0
split_feature=186 133 161 2 117 191 195 3 115 178 115 166 153 147
split_gain=99.8471 143.041 137.628 179.555 134.957 108.387 97.1667 88.957 108.375 68.7431 63.7557 54.6766 70.7741 44.8062
threshold=45.750000000000007 0.61386558573949468 0.040205157014560101 -0.14607655297423225 0.7071497490764308 1.7206046641530528 0.75077127366621499 677.56676709108694 0.1513167080618445 -0.07753934545750972 0.3637352762201474 0.37945425446906184 0.060193563927579651 -1.225304715782831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 13 8 -2 -8 -9 12 -7 -3
right_child=5 6 4 -5 -6 11 9 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0033857268266627508 -0.046708966740016691 -0.18167426727632935 -0.029791756141196109 0.019420931950749169 -0.00113845652874312 0.0016911816215273727 -0.19805551396900534 -0.1406935882282781 0.0018280687543798645 -0.002522739350893752 -0.048310174430869629 0.033198868435362953 -0.097346456987647711 0.053952688289654487
leaf_weight=8345.0138008111971 840.08739479375072 8.1435420736670476 2479.7278715646826 5887.4717644117191 4876.1136131475796 601.03842835128307 19.373818192631006 102.46287164092064 1016.8457927089185 249.91901639290154 275.71509482339025 504.93512796238065 82.000602915883064 897.02411758410744
leaf_count=48483 1901 37 41409 72326 47403 947 61 252 1917 922 538 1213 105 6307
internal_value=0 0.00215744 0.00030848 0.00604857 -0.0107978 -0.0161606 0.0361441 -0.0291334 -0.0201304 -0.01659 -0.0733404 0.00824704 -0.0101985 0.0518328
internal_weight=0 22762.8 21588.3 14232.5 7355.84 3423.09 1174.46 2235.11 1856.93 269.293 378.178 1187.97 683.039 905.168
internal_count=223821 216948 209621 120809 88812 6873 7327 4608 3818 983 790 2265 1052 6344
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=15
num_cat=0
split_feature=19 7 121 71 95 124 126 133 81 81 145 97 74 80
split_gain=97.1964 139.755 104.261 92.6944 132.714 104.768 85.9734 76.3293 67.7241 75.0782 53.2453 58.4968 45.9454 29.8441
threshold=0.43315013871521774 0.60919914705781864 -0.4301644044346602 1.7163136782712256 1.0366454289498528 0.34518141069521008 0.89413448874438439 0.53760415764799296 0.82576208422956077 0.77451527242522455 -0.36313601835326598 0.52621934187750152 -0.2314854226075134 0.067384081991783792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 -4 -5 12 -8 9 -2 11 -1 -3 -12
right_child=1 6 3 5 -6 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.056622442591164314 -0.03851973359352967 0.3924711057656905 0.00089561644004836061 0.081771996554351023 -0.034322496304073462 0.012144143554014575 0.053131919882840363 -0.052795315550841083 -0.10180643861411541 0.12631920702172289 0.21866860999477603 -0.090926516404363888 -0.081479540712291521 0.089105575552173966
leaf_weight=169.87154143443331 906.5841401257785 2.0925464766332871 30944.088030746963 275.31778687611222 1108.3257712642662 1004.7894531581551 386.95524419972207 82.535806275904179 171.79745120578445 28.499462874606252 25.286339145153761 31.918191492557526 90.763615393836517 59.878356017172337
leaf_count=711 18768 88 187334 566 6214 2525 3088 659 935 82 38 38 2711 64
internal_value=0 -0.0234739 0.00124839 0.000731691 -0.000322175 0.0271193 0.0171212 0.0345101 -0.0440982 -0.0334958 0.0612681 0.0332838 -0.0707989 0.127574
internal_weight=0 1669.23 33619.5 33332.5 32052.4 1280.11 562.347 469.491 1106.88 935.084 286.954 201.79 92.8562 85.1647
internal_count=223821 26331 197490 196639 193548 3091 6546 3747 19785 18850 851 749 2799 102
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=12
num_cat=0
split_feature=163 8 129 114 4 170 119 179 151 1 159
split_gain=50.998 66.5625 73.38 153.707 68.4747 64.153 56.1139 39.8567 8.46479 8.23179 4.16012
threshold=-0.39026531489410748 -0.31905727886324409 1.0235736562091351 4.6312403516245437 -0.17647927191077298 -0.055161851976074698 0.013875134514918617 -0.28088291338517973 0.28157150658400282 0.14067964699952393 0.45468641095532863
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 9 10 -1
right_child=1 4 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.06592181368800723 -0.0030252634981812027 -0.039872797709528007 1.4036133426529724 0.17151479159908151 -0.009743882616939566 0.0020346604199881833 0.081831368574075983 0.086411407412806562 0.38244468011046284 0.12196694490471618 0.15928479528499015
leaf_weight=136.0011192507809 164.12304328818573 30.500744705321267 1.1437097676098336 8.8268611878156644 5739.5818579702172 23794.611109583464 148.38518340175506 138.37845579581335 0.43113964959047635 2.4075200967490664 0.82522292190696944
leaf_count=7053 3183 230 73 181 60037 149190 2371 1437 21 14 31
internal_value=0 0.000599316 0.0457869 0.312847 0.000108725 -0.000254344 0.0372664 0.0636036 -0.0599683 -0.0613382 -0.0645636
internal_weight=0 30025.6 322.479 9.97057 29703.1 29534.2 312.508 168.879 139.665 139.234 136.826
internal_count=223821 216702 5808 254 210894 209227 5554 1667 7119 7098 7084
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=15
num_cat=0
split_feature=167 118 102 173 137 42 57 176 127 111 78 0 174 88
split_gain=75.5005 91.704 126.311 102.073 89.7864 83.0385 72.8326 69.5808 64.5362 68.9372 82.0075 68.7258 55.4902 36.2195
threshold=-0.043379443650630352 0.060305797135201157 0.13473612031974339 0.44151045456865962 0.79464413521949195 0.21365909413101791 5.4168471009951604 1.337330580519297 0.37576803739425851 0.22934728798200768 0.080320821836874487 3.671634437071154 0.092440211917181159 0.00079113785389988832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -4 -5 9 10 -1 12 -10 -13
right_child=1 2 6 7 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=-0.017009236817712468 0.0053735036579120338 -0.01454708282396908 -0.032383467451393894 0.033805180760064509 -0.065053994075871938 -0.067287810851514016 0.0037699584290836795 -0.047523141328301072 -0.067583991786977354 -0.050502538951945612 0.042124449510966382 -0.033722352245686309 0.027504050127094282 0.060900206386720751
leaf_weight=2626.3045285945336 7990.2869775844156 778.19846449198667 621.67194280901458 1849.8315838892013 185.21575969900005 484.32444557687268 5374.7150256939931 111.54074545204639 128.02358140028082 545.23448743297195 257.51753920147166 47.063250265782699 117.87966595240869 288.027055730141
leaf_count=39753 58424 6732 8023 16476 2362 2174 30955 460 7497 44827 1450 766 954 2968
internal_value=0 0.00254894 -0.00603108 0.00869301 0.00377797 -0.0347793 2.1773e-05 0.0291801 -0.0126721 -0.017894 -0.0117288 0.0181476 -0.0220012 0.0476105
internal_weight=0 17395.8 7258.91 10136.9 8175.5 1262.52 5996.39 1961.37 4010.05 3429.06 2883.82 580.994 245.903 335.09
internal_count=223821 125606 47884 77722 60786 8906 38978 16936 98215 86030 41203 12185 8451 3734
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=15
num_cat=0
split_feature=67 190 170 48 117 100 129 45 13 97 195 144 123 195
split_gain=79.9511 88.2927 105.463 97.5097 149.368 92.3156 83.7074 79.09 121.534 83.5839 81.5138 75.1476 60.8108 59.0956
threshold=-0.097363574926195753 -0.061224489795918831 -0.10401488016357598 5.8497009225316798 0.96386928205911537 0.11086249421066964 1.0223449167663241 -0.22131028051982615 -0.29303248546774446 -0.037664352099435382 0.51760180753540419 0.062262001320856304 810.50000000000011 0.32949677632790042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 12 -5 -4 -2 9 10 -1 -9 -10 -3 -11
right_child=1 3 5 4 -6 -7 -8 8 11 13 -12 -13 -14 -15
leaf_value=0.092911740103369347 -0.047940727851348647 0.029471718641661693 -0.01493275351178079 -0.014446502790199593 0.0078725281886382857 0.029757024568929119 0.0523936046424213 0.031697018225306482 0.052206849529475012 0.044722196122839147 0.098825990422822613 -0.00035187517655134632 -0.0018613411534742026 -0.053387251252570926
leaf_weight=55.059517308720388 1128.5119811420445 1698.6246621200698 2097.4312726015487 5883.8842877404095 6114.5950248762092 592.89142436429393 89.764493572642095 675.94056271878071 314.65105252154171 73.205245838966221 246.98397214571014 2008.560942366079 974.90561473721755 380.55476400069892
leaf_count=619 6604 19684 41752 58526 59440 4615 710 5195 3272 482 1795 12208 7674 1245
internal_value=0 -0.00278214 -0.0161378 0.000775799 -0.00307241 -0.00508405 -0.0405479 0.0132163 0.0189622 -0.0234409 0.0496614 0.00676657 0.0180461 -0.0375592
internal_weight=0 18580.6 3908.6 14672 11998.5 2690.32 1218.28 3754.96 3246.14 508.82 922.925 2323.21 2673.53 453.76
internal_count=223821 199005 53681 145324 117966 46367 7314 24816 22470 2346 6990 15480 27358 1727
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=15
num_cat=0
split_feature=118 134 96 103 103 128 20 99 179 162 19 184 184 65
split_gain=102.182 95.7155 104.391 131.983 130.224 55.9153 52.056 37.4133 34.4097 83.7405 22.3333 18.4674 17.8772 14.993
threshold=3.9876387932542934 -0.029975271060420642 1.316688420139225 1.1390833117518779 0.48057271822466063 0.18585068275443734 0.007095169307198129 0.09617529791666804 0.54966574393780798 0.84085790870576016 0.067530108356234214 0.59276413546568729 0.70060753468547043 0.074019881712081029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 12 -7 10 9 -9 13 -12 -1 -2
right_child=7 2 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.06751230227032444 -0.040795192987309506 -0.0034080235487005252 -0.035853740045464808 0.0072132403401248312 0.012405582516616807 0.017541357248840036 -0.053656115544858232 0.015199433385098372 0.078540710335295361 -0.30870333366125258 0.17351662981543259 0.072082057169604224 0.026757649054905266 0.075642577092765229
leaf_weight=362.90651144583535 13.62464675423689 13701.54136831389 1673.5446047186852 1237.9701939169317 8400.1338781655068 266.49887115255115 167.0738742420217 94.244671219959855 70.252655249089003 8.7204634174704534 43.656520641641691 30.480260860174894 21.29710944974795 58.717137110419571
leaf_count=58288 90 122365 3878 2803 19895 7554 8050 242 213 21 97 74 104 147
internal_value=0 -0.000843184 0.000257477 -0.0175417 0.00260222 -0.0345089 -0.00989403 0.0560408 0.0245825 -0.012233 0.0932417 0.131813 -0.0622867 0.053713
internal_weight=0 25831 25013.2 2911.51 22101.7 817.776 433.573 319.696 173.218 102.965 146.479 74.1368 384.204 72.3418
internal_count=223821 222937 148941 6681 142260 73996 15604 884 476 263 408 171 58392 237
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=12
num_cat=0
split_feature=28 61 109 64 64 85 95 79 96 167 156
split_gain=79.7533 78.468 71.0666 85.1798 52.5584 52.2731 21.5409 1.09231 0.111855 0.0753424 0.0513436
threshold=-0.20229720780656391 -0.3251784799005179 -0.41960446595997108 -0.17754750354308002 0.49233342781237016 -0.27341557691790191 -0.0032023621929748989 0.22547267738717777 0.049052205764227079 -0.118463804110731 2.1823600857637335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 6 -3 -2 8 9 -1 -10
right_child=1 2 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.088127856658073545 -0.083691372280032816 0.13908290835513853 0.090888537629432942 5.6198385068906604e-05 -0.10745089388634005 -0.073292996450974243 0.1028885903620847 -0.14597492941553394 -0.11056359980118423 -0.082167529762743385 -0.091679675456637896
leaf_weight=58.735361672006547 6.5117835360579184 12.366929878597146 103.55013225128641 34676.469806637731 14.436418563127516 184.38009178295033 124.35014316416346 3.2251340420916668 2.6463089007884255 33.193300815997645 3.1579911666922271
leaf_count=1014 237 284 792 210505 22 8357 136 21 18 2361 74
internal_value=0 0.000292254 -1.23928e-05 0.000326632 0.073628 -0.0599437 0.0936042 -0.0887153 -0.0868258 -0.0859757 -0.100289
internal_weight=0 35122.1 34976.8 34780 145.298 196.747 130.862 100.958 97.733 91.9287 5.8043
internal_count=223821 220333 219938 211297 395 8641 373 3488 3467 3375 92
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=15
num_cat=0
split_feature=190 195 168 91 87 194 120 144 108 104 152 49 92 9
split_gain=49.0294 53.6491 69.0029 80.2197 67.3306 81.6087 59.737 34.4491 3.67295 12.4751 11.6776 3.48905 3.66119 1.50257
threshold=2.9733229272761257 0.70799798799153624 23.415647674606735 0.0061949563511540301 0.017055354089722922 0.099725768102021259 1.4880106752311111 0.27004058728773289 1.8699683451948523 0.73145276877263299 0.20477050675744504 -0.22891286473869651 1.1797354120873058 0.21118510068555238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 7 -6 -1 -3 11 10 -10 -2 -13 -11
right_child=8 4 3 -5 5 -7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.0012629843147945598 0.044757174642226984 -0.010870427167562556 0.074828008614924363 -0.027766562426397468 0.067812688502655885 0.01211054579556073 0.0136758654909444 -0.097243109776370421 -0.0057286649866602722 -0.02896071311457037 0.2195497620948324 -0.082457466614974925 -0.048936819956784297 -0.085391151388385017
leaf_weight=22957.591150023422 3.0744769014418116 134.91746920836158 80.742001991253346 1358.8912019006675 302.16578602371737 2030.3789282112266 3030.0469326832099 70.20544736366719 7.2718627890571934 7.0151571752503541 3.3660954385995865 56.100704488810152 77.728318362729624 14.413041445426641
leaf_count=172648 22 1103 645 12287 2394 12362 20479 232 45 47 19 459 988 91
internal_value=0 0.000585335 -0.00070173 -0.0220125 0.014496 0.0193264 0.000478821 -0.0404324 -0.0534335 -0.0229695 0.0655546 -0.0605689 -0.0629886 -0.066917
internal_weight=0 29964.9 27427.3 1439.63 2537.67 2332.54 25987.6 205.123 168.97 32.0662 10.638 136.903 133.829 21.4282
internal_count=223821 222150 206059 12932 16091 14756 193127 1335 1671 202 64 1469 1447 138
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=15
num_cat=0
split_feature=70 73 116 20 91 77 115 21 75 85 26 115 1 39
split_gain=77.9027 114.668 97.9175 94.7908 92.303 91.1157 68.8007 103.597 83.0789 66.1648 62.1906 104.219 64.0883 40.7257
threshold=-0.02588587650147376 -0.11550322719338836 0.36300019912827924 -0.12792596695326575 0.21183586998994494 -0.029323673258195567 0.25073521019029682 0.023078029190176135 2.7582578855180831e-05 -0.081812756071575565 -0.020236477380410827 0.02594681868016362 0.12771255438667398 0.4940639413576714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 4 -4 -3 6 7 -1 -8 -2 12 -12 -7 -11
right_child=1 2 3 -5 -6 10 8 -9 -10 13 11 -13 -14 -15
leaf_value=-0.042107709836693832 0.083370326153322794 -0.0086915957456685476 -0.0054449448524352441 0.024039650442279625 -0.062980655056976351 -0.070173389727653843 -0.06413807362792126 0.00090307547602510002 0.019830542945720338 -0.045732659355630922 -0.075208288796275169 0.026170448586586188 0.051549248332996761 -0.11680189393659279
leaf_weight=632.9808130665042 29.507683622003242 6679.9932963236351 2429.9182048919611 1977.928716520546 328.58291096193716 45.52941513544647 123.80328912474215 4857.513421925687 2442.2905185045674 212.57357645901357 130.14097612901969 459.22538618836552 865.88257442158647 129.9065431659692
leaf_count=3891 128 94463 12033 10265 11591 3582 1050 26080 20753 18987 6445 2158 11915 480
internal_value=0 -0.00567261 -0.00389231 0.00778565 -0.0112368 0.00647625 0.0022621 -0.00405549 0.0157794 -0.0603106 0.029099 0.0037845 0.0454686 -0.07269
internal_weight=0 11788.4 11416.4 4407.85 7008.58 9557.37 8056.59 5490.49 2566.09 371.988 1500.78 589.366 911.412 342.48
internal_count=223821 147947 128352 22298 106054 75874 51774 29971 21803 19595 24100 8603 15497 19467
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=13
num_cat=0
split_feature=157 73 186 72 0 72 63 116 85 58 63 116
split_gain=78.754 81.1994 119.763 93.8414 85.8665 56.3182 53.8268 40.016 33.1601 13.0418 22.1483 11.8418
threshold=0.27366379671925084 0.59254971633777587 35.250000000000007 0.66667888904224559 1.0588226375791423 0.96277931691858565 0.090101970167244125 0.18031433110114367 2.6234944938211 -0.18313560508603791 0.012269318633328719 2.5383866524605527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 10 -2 -11
right_child=8 5 3 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.020094371437138252 0.19611360781260795 -0.011444795643821767 0.021938410605898923 0.10361624592885044 0.0029571521599488513 0.036987006706735076 -0.050696810607932186 -0.022074001778812177 1.0852409474411011 -0.06057982147436014 -0.059949264318363539 0.25675561031124317
leaf_weight=1779.8422758878442 5.5088603470358057 768.33614900009707 646.33969788206741 179.79418246157002 17547.481837432817 259.15684878098546 640.67468312667916 205.83149761875393 0.25568603700958092 261.60085491434438 8.7324377588811313 1.1812416880857188
leaf_count=10663 559 4417 3198 1188 130280 1408 12150 2704 14 55902 1284 54
internal_value=0 0.000576704 0.00242812 0.0397142 0.00083435 -0.0193339 -0.0292926 0.0108431 -0.0530516 -0.0541022 0.0391017 -0.0591534
internal_weight=0 22027.5 20153.5 826.134 19327.3 1874 1409.01 464.988 277.279 277.023 14.2413 262.782
internal_count=223821 166008 145329 4386 140943 20679 16567 4112 57813 57799 1843 55956
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=15
num_cat=0
split_feature=118 129 195 22 25 44 58 78 187 105 19 127 40 97
split_gain=99.6904 124.919 139.873 250.109 121.687 108.579 94.3287 119.521 89.1394 98.7624 55.334 53.5643 80.6726 77.3258
threshold=0.50633893607862623 1.015208578681295 0.66398239852895824 0.16550925944587888 0.04792217411434211 0.036527616794485629 1.0205369534468713 0.48104703107351487 0.09302325581395364 34.087174734062003 0.27584305430832862 -0.31460280702027416 44.4514506017386 0.02452533989885838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 8 -4 7 -1 9 -2 -10 13 -13 -6
right_child=4 2 5 -5 11 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.051817187857619865 0.10901540106584912 -0.0088688050676336595 -0.036520810127827805 0.017895141274876767 -0.089857281048480814 -0.0044657025441229518 0.040406829011370896 0.028820620745261823 0.022552393601294421 0.4758901010832613 0.1151026360135272 0.011071473982337954 -0.0183604153574045 0.067692065978123814
leaf_weight=1173.9381128454697 97.866930705320556 7419.4239692204428 1694.8569403111469 6595.561780833581 35.53381699079182 2806.4349397183978 166.71267407073174 217.93138758873101 448.31913583102869 7.9323671115562311 75.476526134298183 3846.7236058879062 1228.7951342171873 252.64742063928861
leaf_count=39941 2155 121159 6208 24631 784 6484 2615 855 1245 114 219 13128 3051 1232
internal_value=0 -0.00348775 -0.00119912 0.00372652 0.011209 -0.0165353 -0.0306772 -0.0391914 0.0527993 0.136522 0.0358885 0.00632716 0.00394594 0.0482656
internal_weight=0 20074.9 18516.3 14015 5993.29 4501.29 1558.58 1391.87 629.595 105.799 523.796 5363.7 5075.52 288.181
internal_count=223821 201893 158482 145790 21928 12692 43411 40796 3733 2269 1464 18195 16179 2016
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=15
num_cat=0
split_feature=129 74 169 87 86 59 166 130 65 65 34 21 168 136
split_gain=79.4146 217.634 140.088 155.663 133.526 219.761 109.625 264.082 125.176 162.401 155.697 116.594 112.725 102.207
threshold=1.0155316109626573 -0.095634955181485029 -0.052473306581509123 0.037509096057652326 -0.02454205353393921 -0.14552242983042421 -0.29583354498943082 -0.08869780301672936 -0.022017266737356354 -0.049481781584782107 -0.057785912886542702 0.050780483566814964 15.504379924957261 0.0009634941149961508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 13 -6 7 11 9 -8 -10 -2 -9 -1
right_child=6 2 -4 -5 5 -7 8 12 10 -11 -12 -13 -14 -15
leaf_value=0.040936944888169444 0.13329877943599552 -0.056380695940726359 -0.050426870551463866 0.023286438681530897 -0.079233788923017898 0.050819132071331853 -0.0085049775121501577 -0.020723479922559102 0.015182555992500991 0.048606017342966962 -0.0028608882672631428 0.028432867591415875 0.048087273252208414 -0.060829418017667725
leaf_weight=142.69674023875268 133.83186217444018 369.51913780835457 1511.1873126659193 729.35727394593414 149.1049308560323 1010.3621535239508 783.18030605500098 5132.8800835965667 6836.561928455485 1366.9451968900394 15915.967986309668 510.29450025130063 249.65037170611322 320.01541311392793
leaf_count=4464 571 4716 34926 2998 1449 4668 16215 25984 18468 16002 84876 2005 569 5910
internal_value=0 -0.012794 -0.0306713 -0.00350323 0.0159704 0.0340946 0.00181143 -0.0102905 0.0047402 0.0278034 0.00256071 0.0502211 -0.0175319 -0.0294455
internal_weight=0 4232.24 2610.06 1098.88 1622.18 1159.47 30929.3 6026.66 24902.7 2150.13 22752.5 644.126 5382.53 462.712
internal_count=223821 59131 42640 7714 16491 6117 164690 29129 135561 32217 103344 2576 26553 10374
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=15
num_cat=0
split_feature=83 129 178 87 136 119 14 151 34 77 124 7 87 133
split_gain=47.4917 69.7975 108.943 82.223 82.1087 76.2845 127.087 106.56 51.7194 60.6198 53.7467 67.4739 47.4894 39.067
threshold=-0.098758713907326379 1.0163628990272082 0.29025892540868198 0.015573606740072779 -0.14218385295476185 0.0015395792325774297 0.036344779909349902 -0.2915656268581544 0.10560837996216603 -0.01356092583783345 -0.076924496959223918 0.89252819150672236 0.018645962403009465 0.021732894693799423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 10 12 13 -12 -10 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.23773292828609491 -0.0039844559738086982 -0.024232676696981634 -0.06661159097849792 0.019747096077768013 -0.0037584655719536289 -0.035482927640495952 0.0040294238681368045 0.0060588389734661336 0.022572384506237345 -0.056116193144033134 0.011245054103796505 -0.073770378259082225 -0.01444342220002446 -0.036394751659303039
leaf_weight=9.7338962852954847 1929.379230335122 3390.2618920280074 225.11477071372792 6000.6470828652091 2708.9468815003056 663.80773569986923 2998.141932536033 8847.4048921410867 892.79006392508745 162.89211927121505 591.90694142051507 110.83676057681441 566.53156817611307 971.64131634472869
leaf_count=60 14347 34366 1270 44588 23835 4835 20149 56678 4901 461 7430 597 4506 5798
internal_value=0 0.0017041 0.00788203 0.0139732 -0.00858085 -0.00251724 -0.010969 0.00315955 -0.0109996 0.00174383 -0.0232746 -0.00216358 0.00820227 -0.0383918
internal_weight=0 26763.7 10864.1 7930.03 2934.06 15899.6 6388.4 9511.21 3306.33 1622.21 1684.12 702.744 1459.32 981.375
internal_count=223821 200068 84040 58935 25105 116028 54515 61513 23753 9868 13885 8027 9407 5858
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=15
num_cat=0
split_feature=145 195 180 35 168 193 195 173 101 65 166 111 197 173
split_gain=71.9209 72.004 143.344 165.424 109.064 101.901 102.829 88.0813 14.5288 9.87571 13.9508 5.09823 4.38618 3.02186
threshold=-0.30231291753226025 0.31079811995949053 39.881526104417681 0.071233214910984902 4.2900173176459262 -0.021200207589899763 0.1432331000577311 0.012486888470741806 -0.08003180699772415 -0.049481781584782107 -0.26470784868001002 0.055656445281389653 -0.001693042999332757 0.097748765579397281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 12 11 -11 -10 13 -1
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.079148946841691048 -0.041682852785040046 -0.052993281679466091 -0.04197394272558036 0.00071376703275075526 0.014482296106938582 0.074076710222240119 -0.016354861704795096 0.024814490400119522 -0.21005651425348565 -0.077683770874234587 0.047013008788712812 -0.10837445887674274 0.14400288136219447 0.072031413891059229
leaf_weight=2.598436959029641 234.80476737377467 246.71305558706808 1147.8446854438662 4340.9964441441407 8245.4865061895835 128.7106045315013 5449.8094516755154 1313.3898324978072 6.8111066843848702 98.84620555215588 9.8676126314385311 17.863040634576464 3.3504527613986266 2.6918409690260887
leaf_count=41 6374 17456 35990 18372 61554 949 53973 6038 29 19443 201 3362 29 10
internal_value=0 0.000211566 0.00438153 -0.00821323 0.012522 -0.00796898 -0.0142684 0.0147293 -0.0711881 -0.0793284 -0.0663654 -0.136443 0.0544755 -0.00222416
internal_weight=0 21107.8 13981 5488.84 8492.2 7126.71 5578.52 1548.19 142.029 133.388 108.714 24.6741 8.64073 5.29028
internal_count=223821 200706 133372 54362 79010 67334 54922 12412 23115 23035 19644 3391 80 51
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=15
num_cat=0
split_feature=150 155 118 156 156 186 95 157 168 66 18 106 158 151
split_gain=75.5049 82.3828 88.1171 106.281 82.5814 85.0959 73.984 71.3429 83.5536 62.3784 45.8364 42.6635 43.0099 37.7256
threshold=0.3751347843373905 0.034310600565256984 -0.0070466639212535464 2.3794424183647243 1.2592628839142521 24.750000000000004 -0.002615008958963389 -0.12114269659957284 3.328505477005645 0.89571306873230705 0.52745691876852629 0.34322876935762486 0.088303289319101877 -0.023433362235433772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 5 -3 -2 8 13 -6 -10 -9 -13 -1
right_child=1 4 3 -5 9 -7 -8 11 10 -11 -12 12 -14 -15
leaf_value=0.077129986248252916 -0.0010910969291242584 -0.024607363462708837 0.0039408692312536573 -0.031695363006873804 0.033530313502131426 0.017467489274241486 -0.0294949773602463 -0.022823537645470751 0.028538983248684542 0.0065140324182371189 -0.00095899483367878921 0.090446204590238152 -0.067427587398187341 -0.018503224240914662
leaf_weight=332.73954059183598 1390.551840537184 1527.4662023654091 5781.3752238466404 978.55051620924496 1033.5245804548031 701.42330489330925 2692.9408542518031 631.46279560859512 1093.242561398074 4937.763108520332 1016.6445382620441 67.98767340980703 23.126117588801208 47.086855784058571
leaf_count=2914 23127 9519 30005 26136 8106 6570 25713 9925 6356 66405 4162 1492 3174 217
internal_value=0 -0.00250441 -0.0082241 -0.00121775 0.00505896 -0.0113666 -0.0198226 0.0140696 0.0220981 0.0111901 0.0143254 -0.0135935 0.0503753 0.0652744
internal_weight=0 19043.6 10843.4 6759.93 8200.18 2228.89 4083.49 3212.29 2489.71 5971.29 2109.89 722.577 91.1138 379.826
internal_count=223821 195581 104981 56141 90600 16089 48840 28240 13649 74511 10518 14591 4666 3131
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=15
num_cat=0
split_feature=81 97 156 52 14 23 157 197 157 129 129 107 131 5
split_gain=93.4032 146.706 143.562 140.756 126.263 107.429 125.04 103.12 82.5994 74.1999 72.4205 62.9032 55.0841 51.3402
threshold=1.1711062031919022 0.39409664005619027 0.52444019369561568 -0.063210068631907049 -0.093053410914402848 -0.039960759728450153 -0.081134663669409426 0.37907913401638532 -0.22762635212531596 1.0172799977163638 1.0166621050689313 0.11690698598858328 0.28239729814978687 -0.039698295596811657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 10 12 -7 -6 9 -1 -3 -5 -4 -10
right_child=1 4 5 11 7 6 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.041145226058520161 -0.11971750272474169 0.060873252053069676 -0.059322486352663996 -0.017523145526229383 -0.097884639224418313 -0.0035500039476218884 0.012889506954750281 -0.0077503160509546296 -0.0057917842022368058 -0.03440707891881848 0.0034669776956806502 -0.10850864563210948 -0.0079394487540727036 0.087396518236860551
leaf_weight=361.31540438433876 218.54985828278586 276.38567946664989 437.87592649436556 644.61059492162894 204.90471804048866 14498.853320986615 6795.0779116016347 333.54661356285214 70.727032623777632 203.03466155135538 1072.563589528203 86.139004164841026 398.51520095794694 360.24705298757181
leaf_count=1953 392 1361 59014 1816 628 63528 79643 581 325 506 2898 206 9408 1562
internal_value=0 -0.0172404 0.00198609 -0.0493065 -0.00111215 0.000315148 0.00169599 -0.0420504 0.0391383 0.013964 0.0152289 -0.0282483 -0.03484 0.0721034
internal_weight=0 2836.7 23125.6 949.299 1887.4 22130.3 21293.9 538.451 995.324 564.35 1348.95 730.75 836.391 430.974
internal_count=223821 7882 215939 2414 5468 211593 143171 1209 4346 2459 4259 2022 68422 1887
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=15
num_cat=0
split_feature=110 77 126 128 145 161 121 74 89 197 58 169 175 169
split_gain=75.3024 144.399 121.986 153.043 193.563 181.927 148.174 116.529 220.747 142.953 100.124 85.7761 65.7676 148.64
threshold=0.030099546218958089 0.038190713028838023 0.89210987452621315 -0.1040746853798576 -0.22579274658139922 -0.29282654897677501 -0.30488357591067933 -0.098673213423892667 0.00016441711465241588 0.015910233987340063 -0.16391104777171495 0.045454397273553847 2.504757534692128 -0.15437195841058171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 5 -5 -4 11 8 -1 -9 -8 -2 -3 -14
right_child=2 12 3 4 -6 -7 10 9 -10 -11 -12 -13 13 -15
leaf_value=-0.0016832508878779203 0.070145416817761375 -0.042961855877621156 0.10480366335487315 -0.012549181817595645 0.0074213153108486423 0.018341042175644782 0.022043861186802294 -0.031560279671660869 0.06575815724002286 0.017230698183287291 -0.048028622461941596 -0.13764027985927649 0.17732420519618464 -0.042533155491182958
leaf_weight=2468.0512968294788 208.94727427512407 1389.6632532021031 281.76714461203665 6771.3124361415394 17134.992530416581 1785.0694216103293 246.39222477353178 1954.466048058297 604.13784767501056 866.82845697371522 1182.7491876016138 21.954611467197537 45.550967677030712 94.640509669436142
leaf_count=28672 443 14282 412 25835 57947 6230 1075 61547 5003 11870 9232 81 131 1061
internal_value=0 -0.00900207 0.00234213 0.00402185 0.0017648 0.0301283 -0.0239388 -0.00189613 0.0115789 -0.0165695 -0.0359477 0.0503887 -0.0363764 0.0289028
internal_weight=0 7423.34 27633.2 25973.1 23906.3 2066.84 1660.04 5893.48 3072.19 2821.29 1429.14 230.902 1529.85 140.191
internal_count=223821 122566 101255 90424 83782 6642 10831 107092 33675 73417 10307 524 15474 1192
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=13
num_cat=0
split_feature=157 77 102 14 139 75 180 130 193 158 112 153
split_gain=50.376 51.0479 96.2432 114.391 92.7668 125.843 60.9495 50.2666 9.30373 8.99009 16.1972 7.02418
threshold=-0.41514190564819103 0.2039359609431616 0.25491687330611074 0.13102249620321196 0.26095276588352873 0.0039248436863431159 31.168005354752346 0.25046002411287133 -0.049852378512599028 -0.31764520659609075 0.74292608371135482 0.18731753419671163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 -1 11 -11 -10
right_child=1 4 3 -5 7 -7 -8 -9 9 10 -12 -13
leaf_value=0.22172866460662075 0.023278000753225725 -0.018272861876508239 -0.020221225101937211 0.0034835958253907973 -0.015193762270607203 0.037990414627245138 0.0014983646047349213 0.012497126497458558 -0.052971240066105499 0.2427905035159125 -0.062070773441557009 0.053330291318565995
leaf_weight=1.2989486462902267 1403.5692209517583 516.10313280881383 4658.368709064147 3615.8466682181461 1438.4446769560454 1730.4811755325645 15197.20699775769 1204.4703577886103 225.52202526209294 2.962664926541037 4.2324371924623847 6.3922748452750957
leaf_count=29 10413 2381 31034 21899 15054 11322 115741 7946 7783 47 21 151
internal_value=0 0.000784476 -0.0010516 -0.00986218 0.0101254 0.0250652 0.0033398 -0.00257404 -0.0451759 -0.0466259 0.0634593 -0.0500412
internal_weight=0 29764.5 24875 8274.22 4889.5 2246.58 16600.8 2642.92 240.408 239.109 7.1951 231.914
internal_count=223821 215790 179087 52933 36703 13703 126154 23000 8031 8002 68 7934
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=15
num_cat=0
split_feature=169 169 118 162 96 76 95 16 37 47 53 20 95 98
split_gain=68.3361 69.3995 64.6637 67.0015 62.5101 49.1699 30.2689 27.1966 26.7265 38.7836 24.1332 22.5047 18.0479 16.2354
threshold=1.7697375158738764 -0.061008140244693428 -0.21806870596601549 0.14537864324291908 1.6339801252579302 -0.26053118920291979 1.0366454289498528 0.76334747115077506 325.83792288359899 0.6886622123273255 -1.0000000180025095e-35 -0.48737999081971101 0.37221497009444826 0.96904619965408634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 7 11 13 12 -10 -8 -1 -7 -2
right_child=5 2 4 -5 -6 8 10 -9 9 -11 -12 -13 -14 -15
leaf_value=0.17805926261566463 0.15390424845549752 -0.083009666555832917 -7.8713950342991574e-05 0.055763431955500167 0.03779800991671773 -0.082212462175997661 -0.080534282794002515 -0.073472644790003497 0.16125353807672624 -0.023472989409572882 0.60536365603792996 -0.04818803883375547 -0.037062283934214547 0.013711506078363987
leaf_weight=4.4527427024950148 24.322066158056259 38.632333861103689 19336.822323230808 349.949388799796 445.76190219644923 161.70117296239187 0.85306359824608113 10.908976731821893 11.978918954730032 221.95480708428659 1.286720459582283 348.07153944893798 195.66074104048312 12.509113574400542
leaf_count=149 60 617 145106 3388 4064 922 132 25 45 1075 4 66833 1367 34
internal_value=0 0.000797267 0.0015683 0.0419668 0.000774764 -0.032409 -0.0430543 0.065213 -0.0402908 -0.0140138 0.331918 -0.0453303 -0.0574921 0.10629
internal_weight=0 20525.8 20171.2 388.582 19782.6 639.036 354.664 47.7402 591.296 233.934 2.13978 352.524 357.362 36.8312
internal_count=223821 220293 153175 4005 149170 3528 67118 119 3409 1120 136 66982 2289 94
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=15
num_cat=0
split_feature=73 190 13 172 87 158 108 167 122 4 108 131 158 113
split_gain=74.7024 133.696 129.853 126.692 124.154 97.5209 132.624 80.5708 76.676 158.751 70.572 50.3548 54.5873 32.2958
threshold=1.0000000180025095e-35 0.0090703861968873829 -0.21853714384625453 0.23353295026295542 0.042628723930348882 -0.084922005140151316 1.7669963017232029 -0.1292647192896077 -0.31253641678131633 -0.034817032425785578 1.4049513213031328 -0.20334353302938124 -0.38099405102532719 0.14410624175956441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 6 -5 -4 9 -3 -10 -2 -13 -7
right_child=3 8 7 5 -6 13 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.008274607208156393 -0.068495787239156031 0.040370934177352685 -0.019911110265327891 -0.0092329582372703486 0.085906921172023795 -0.017487150378804231 0.022454621599634284 0.016527298578387348 -0.00082454645326671778 -0.12468698268981249 0.028881550353734443 -0.042181935210698872 0.067117867566957035 -0.043625875882188782
leaf_weight=1659.3834288404323 36.222782907658257 124.21904404368252 3497.0680791767081 7415.6266424810747 235.20224129641429 1149.0983451207121 1607.0633880633395 734.22234637290421 1054.4949641663843 109.75462562823668 3310.0913376189274 51.824734793975949 386.21483608218841 803.01794753831928
leaf_count=10268 213 1169 16137 36299 1621 48385 10809 44886 15025 293 23349 121 2205 13041
internal_value=0 0.00582794 -0.00384591 -0.00578687 0.0179122 -0.00797362 -0.00358897 -0.0135882 0.0187148 -0.037056 0.0217045 0.0448164 0.0541865 -0.0282395
internal_weight=0 10724.4 6125.88 11449.1 1894.59 10974.8 9022.69 4231.29 4598.56 233.974 4364.59 474.262 438.04 1952.12
internal_count=223821 112748 72912 111073 11889 108534 47108 61023 39836 1462 38374 2539 2326 61426
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=15
num_cat=0
split_feature=109 180 157 100 151 103 113 161 169 169 130 169 121 17
split_gain=96.314 182.556 136.747 194.789 186.959 128.491 159.159 126.457 122.64 111.21 107.871 75.8647 72.2846 50.9192
threshold=0.57300314267326247 33.384872824631863 -0.081134663669409426 -0.023415041721451289 -0.10909617917375272 0.11929720238337789 0.73352312997287139 -0.25116858772351552 0.26330395526364875 0.66947194303315016 0.30836211272518482 0.03459317087890023 -0.19776431266856112 -0.18021428797565639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 9 -5 11 -7 8 -3 -4 -9 -1 13 -2
right_child=1 7 3 4 -6 6 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.055292701737606698 0.10224255734628239 0.063430913010571979 -0.045415488369535288 0.044051588390081019 0.0041302912569769869 -0.0021406597072180229 -0.047025229128060682 0.033257308077943887 -0.037971372390607216 0.012589595025972265 0.00035494546641362995 -0.013842269802936364 -0.062424245085374579 -0.046310330314960894
leaf_weight=906.29743474609859 50.622709267423488 816.62514336581808 957.54771473283472 1638.4840229205438 4130.1847031710495 9413.1092254465912 862.39397550665308 1352.473003382911 139.67048569582403 504.76981279021129 3785.1642765204888 861.0670090194908 443.49939065496437 42.399421952548437
leaf_count=38564 156 1955 77722 7399 39922 30562 1928 4001 291 6055 7421 6771 901 173
internal_value=0 0.0103079 -0.00366461 0.00720566 0.0154692 -0.0101915 -0.00590769 0.0152314 0.0486207 -0.025393 0.00901643 -0.0350979 -0.0456139 0.0345323
internal_weight=0 6630.45 19273.9 7230.99 5768.67 12042.9 10275.5 6093.93 956.296 1462.32 5137.64 1767.36 536.522 93.0221
internal_count=223821 14898 208923 131098 47321 77825 32490 13668 2246 83777 11422 45335 1230 329
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=15
num_cat=0
split_feature=19 8 122 129 65 76 82 97 30 132 8 180 129 131
split_gain=80.3573 144.885 90.9575 84.7049 102.193 81.7363 118.677 97.3728 81.7063 75.1452 50.6219 36.6015 31.0178 26.5796
threshold=0.43315013871521774 0.23843122955606486 -0.41580495332593809 1.0197944752582206 -0.16735832861059227 1.3773198865963614 0.5007984037009573 0.47643377855927166 13.126276855162862 0.012329538417148424 -0.36999043046349084 34.965863453815267 1.0210854289350257 -0.19941887547802176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 -3 6 -4 -7 9 -2 11 -1 -12 -5
right_child=1 3 5 13 -6 7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.076360125276459481 0.78144135621516131 1.1826336393711592 0.0023145134783944797 0.18054596359179836 0.044932880605621867 0.055063190440224064 -0.013426917428950842 0.0051021034326280378 -0.081616524838992122 -0.024328395727995968 0.092615673602999438 0.045920857291089759 0.2615749904600031 -0.10751080774607838
leaf_weight=29.931637123692781 1.1588925532996643 0.79129120986908574 25365.233158086892 3.4272163468413046 353.78002528991783 579.03952444344759 5904.1969329208368 1195.5138103873469 328.37051414366579 892.25427345448406 95.543619330972433 134.3538137129508 12.259596575051544 49.020200459752232
leaf_count=263 71 95 172450 6 4476 589 19897 3717 4289 17070 165 401 8 324
internal_value=0 -0.0217468 0.0010012 0.0299267 0.0474719 0.000527067 -0.000657735 0.0214045 -0.038961 -0.0232832 0.0585827 0.0236421 0.11183 -0.0886875
internal_weight=0 1628.8 33316.1 407.019 354.571 33044 31269.4 1774.55 1221.78 893.413 272.089 164.285 107.803 52.4474
internal_count=223821 26331 197490 4901 4571 196653 192347 4306 21430 17141 837 664 173 330
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=15
num_cat=0
split_feature=95 160 178 28 77 91 83 26 34 178 112 136 90 2
split_gain=45.2938 45.042 84.6515 107.056 58.7706 24.6474 37.0887 22.1227 22.0356 21.1351 18.1892 33.4911 17.8894 9.114
threshold=-0.091768870213809681 -0.35230613203342798 -0.18224316755224271 -0.075974166862524575 -0.04252152710164437 0.023794865967985874 1.7462698741059068 -0.29774178192941819 0.060289702448273974 0.25184268075596522 -0.45528023339241891 -0.18695662747248035 -0.087846847715733881 0.070232417331151334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 -1 -10 11 -9 -12 -7
right_child=1 2 4 -5 -6 13 -8 10 9 -11 12 -13 -14 -15
leaf_value=-0.13105219701832629 -0.016998983000273454 0.085683180450698948 0.006624737051568675 0.012401619798609223 -0.0031500523432385695 -0.070280340297832852 0.79082969098345324 -0.076339201258685097 0.17879508900531502 -0.082690012110832004 -0.066216881124644633 0.066505715413066505 -0.0036256625939697683 0.21900564045393908
leaf_weight=4.5883287212345776 281.81717567096348 244.71411291882396 9172.588505571126 1075.4456812538265 18672.427148171992 129.87795025572996 0.56948109529912372 28.679109385237098 12.871183426119389 4.0680451393127433 212.46462233926286 38.377403631806374 58.164238884230144 1.0982754696160544
leaf_count=59 14255 2385 58908 10566 132684 2334 15 160 77 65 1458 368 480 7
internal_value=0 0.000778417 0.00124299 0.0259856 6.99179e-05 -0.0319999 -0.0153699 -0.034946 0.0633424 0.115998 -0.0412119 0.00541299 -0.0527646 -0.0678546
internal_weight=0 29578.5 29165.2 1320.16 27845 413.363 282.387 359.213 21.5276 16.9392 337.685 67.0565 270.629 130.976
internal_count=223821 221154 204543 12951 191592 16611 14270 2667 201 142 2466 528 1938 2341
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=15
num_cat=0
split_feature=88 133 58 154 159 170 154 76 130 16 1 58 17 134
split_gain=72.6159 81.2767 69.4786 101.827 87.9817 191.354 85.2639 83.3248 49.9357 49.4526 17.2784 13.4742 7.4608 6.41188
threshold=6.7391251147440565 0.08548418672126841 0.92220995383270721 -0.23048547236150727 0.19775149391357363 0.059028032600158313 -0.17545182426578868 -0.24601810379071293 -0.63274675468296515 0.15356140492108641 1.0000000180025095e-35 0.48410437875466433 0.31419552092760217 0.026224326448674489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 7 5 -1 -6 -4 -5 12 -11 13 -3 -2
right_child=1 9 3 8 6 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.039913449138050262 -0.21173757675237531 -0.10568487993149037 0.057613956449828023 -0.19337265294367617 0.016577198204237871 0.0040293604140817724 0.00046268667541695101 -0.012853363821226527 -0.04510806951943544 -0.095806699854574337 0.065579974923095585 -0.35208656462156868 0.13499778772348861 -0.050760948057165134
leaf_weight=1451.6379049964271 17.237290497607326 52.88760952870507 201.21974305156618 23.59543068613857 4992.9825776789221 3122.7608166441714 9589.921742312501 1010.4152974325698 609.63019230040663 7.9312887538399073 40.554697757936083 6.7293015954783177 1.3200878845527757 2.8890554946119655
leaf_count=66554 161 1048 938 96 28539 18173 99142 5282 3315 67 435 21 8 42
internal_value=0 -0.0746992 0.00039965 -0.0181348 0.00218453 -0.00991543 0.00598007 -0.00115065 -0.0506327 -0.034194 0.0391805 -0.229588 -0.0998237 -0.18863
internal_weight=0 129.549 21002.2 1844.86 19157.3 4574.4 14582.9 1211.64 633.226 102.694 48.486 26.8556 54.2077 20.1263
internal_count=223821 1782 222039 9631 212408 84727 127681 6220 3411 1558 502 224 1056 203
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=15
num_cat=0
split_feature=67 64 195 8 157 34 145 55 41 35 29 118 81 197
split_gain=71.5404 82.0525 155.177 137.965 113.38 105.289 105.459 105.22 79.4224 103.263 123.811 87.1264 67.2576 57.9207
threshold=-0.08950821473722427 -0.016161686373143042 0.45379578970555823 -0.11447387902539426 -0.15841031991420901 -0.057785912886542702 -0.38618905287493965 -0.040927363397396894 -0.025191178437554317 -0.079620457342849851 -0.036574537627164679 0.12374629932675558 0.18924081691212855 -0.016272167739366902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 12 -11 13 -1 -10
right_child=1 5 4 -5 -6 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.013730837234924215 0.013833932995670283 -0.12206778083172694 -0.088810257702442649 -0.039200131527778598 -0.018353069291867488 -0.025083264467677186 -0.013546898972304881 0.00731075936534413 0.0748142687108274 -0.0054766823245592363 0.0510988457446944 0.035449937279154652 -0.02332721738178983 -0.075532359142203007
leaf_weight=1398.7969697272056 1490.8631420376187 92.455887854099274 443.9064550511539 731.05080082942914 470.43968306735587 1108.3582282332936 2847.6830313981045 10517.520359040507 28.395686475385446 565.02463802916463 1226.4201164923725 138.73657134035602 753.60814656101866 262.51013532164507
leaf_count=9818 10670 224 1528 33720 12338 16438 18156 101487 314 5897 8525 663 3175 868
internal_value=0 -0.00321222 -0.0178844 -0.00361526 -0.0525594 -5.30922e-05 -0.0169595 0.00422246 0.0110703 0.0155182 0.0332548 -0.0297582 0.000755932 -0.0608568
internal_weight=0 17702.3 3136.26 2221.91 914.346 14566 2940.14 11625.9 4373.49 3943.85 1791.44 429.642 2152.41 290.906
internal_count=223821 194561 58256 44390 13866 136305 18380 117925 29260 27415 14422 1845 12993 1182
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=15
num_cat=0
split_feature=115 50 145 110 1 115 96 77 33 127 148 170 23 127
split_gain=90.0601 96.9865 142.003 232.9 116.779 100.402 113.972 87.9798 47.6512 44.1124 47.9809 27.9817 24.6343 10.204
threshold=-0.17518756583639053 0.18906541443405683 -0.26465125092426139 0.48046392924996978 -0.16046282749457094 0.74642002667335994 0.83884466726589313 -0.24806587988364107 4.4395468006493468 0.23320074599497084 -0.60255281671454808 3.7710233400370607 0.22495210130228302 0.12800476572579647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 11 -11 -10 13 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.032422097114003172 -0.0051642124913573537 -0.0064898684356014466 -0.0067389059399936627 0.070390820442667978 0.01083518541137973 -0.060346875508705759 -0.037849893683137903 0.016847533247196966 -0.077964071504000282 0.14268878841391083 -0.028267819141131967 0.14698633764468103 -0.13347701421881644 0.11374628356493442
leaf_weight=5.6051116300513959 799.54186102151289 4748.4545654627873 7312.6257185897848 833.08281873370288 7829.4242271155817 159.67601394595113 1533.0557199977338 1959.089208838559 276.9322824938281 17.462954379618168 274.12460866890615 5.6423468086868516 5.548889653524383 32.287141548469663
leaf_count=94 13954 39815 28489 2262 100741 1267 2946 10534 18501 100 4930 10 134 44
internal_value=0 0.000976907 0.0053692 0.0333894 0.00234804 -0.00779415 -0.0141435 0.0110299 -0.0376753 -0.0453157 -0.0180294 -0.0734723 0.0633078 0.0921247
internal_weight=0 25175 16774.7 1632.62 15142 8400.28 6281.51 2118.77 617.603 574.162 291.588 282.575 43.4411 37.8923
internal_count=223821 200008 145446 16216 129230 54562 42761 11801 23813 23541 5030 18511 272 138
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=15
num_cat=0
split_feature=50 169 179 22 68 51 19 51 28 139 77 162 127 139
split_gain=78.1242 152.79 216.647 153.903 123.024 118.547 110.331 107.801 140.548 105.555 105.198 105.192 63.1008 52.406
threshold=0.18351460971923347 0.13269187418200692 1.0384075123960292 0.28167795907017551 0.14365675872470127 242.28855327396255 -0.03847462333938393 717.40597218387438 -0.17081630098514539 -0.42419808178023305 -0.076537652605137674 0.24118744562198088 -0.20057118746750599 0.39627794493881036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 9 10 12 -9 -2 -7 -11 -3 -8
right_child=5 7 3 -5 -6 6 13 8 -10 11 -12 -13 -14 -15
leaf_value=0.00072394051718113099 -0.32806843953538983 -0.081665795893327009 0.11249398172008417 0.53991891130247616 -0.04131128665993708 0.037703778682892965 -0.06847646914510977 1.6460223670948786 0.080308929977065624 0.0067664551993081639 -0.020101995640330474 0.034301445227549403 -0.022703570661487191 0.0018066330948737427
leaf_weight=22354.09635523794 8.9850516157457587 193.67929321085103 72.696995469625108 9.5283361729234439 718.63074831163976 506.99419483257225 423.82489491585875 0.57753155194222827 78.658355265448336 4688.8253270287532 830.57471053570043 1970.5062045640661 2887.4088884415687 141.51480953395367
leaf_count=133577 443 5501 146 51 10908 8800 7211 6 754 13389 11095 15007 16644 289
internal_value=0 -0.00282292 -7.86101e-06 0.162024 -0.000585302 0.00816957 -0.0138456 -0.0234482 0.091721 0.014452 0.00180879 0.0149141 -0.02641 -0.0508833
internal_weight=0 26315.3 23155 82.2253 23072.7 8571.23 1902.91 3160.32 79.2359 6668.32 1337.57 6659.33 3081.09 565.34
internal_count=223821 167587 144682 197 144485 56234 27395 22905 760 28839 19895 28396 22145 7500
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=15
num_cat=0
split_feature=157 93 4 108 121 121 10 136 158 106 166 34 194 10
split_gain=44.3823 46.4077 100.555 75.6102 80.9217 70.3802 62.8384 60.677 21.0311 26.0492 46.235 19.8406 17.3094 12.5042
threshold=-0.38339307070233902 0.20161213813068421 -0.0525517028783851 1.5561518627052353 -0.16729718398081031 0.079456655142432261 -0.16402089546312792 0.61533958238424324 -0.30986686005415626 -0.23405093757065351 -0.15373392758573945 1.3548307825793653 -0.05498419004527106 -0.10388264117762797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -5 -3 -4 11 -10 -11 12 -1 -13
right_child=1 2 7 5 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.43409557035359853 0.024904807851774347 0.031910902429425396 0.014058894058169942 -0.017102320516827849 0.00034372413799611118 0.0054596493096312889 0.14859272662219458 -0.010338931283111273 -0.044970995634480919 0.5192702931248715 0.055335264178564617 0.34677568403170572 -0.039674137888708071 0.0053054919061337547
leaf_weight=0.77262083638925005 1460.7099544720841 109.67525437381119 3396.3828622056171 4536.543651319691 16428.086350344354 1988.6922518936626 79.692107367329299 1456.47288653953 11.848865555366503 2.8070177611662066 9.1511886850930733 2.1620017585810274 408.90519474397297 2.1278005007188758
leaf_count=42 23591 789 17717 32478 116037 8877 475 11382 71 111 86 17 12104 44
internal_value=0 0.000792025 0.00952606 -0.00101181 0.00234926 -0.0102261 0.0810145 0.00673645 -0.0312842 0.0601136 0.164237 -0.0365404 -0.0387806 0.177402
internal_weight=0 29456.3 5042.22 24414 17888.8 6525.24 189.367 4852.86 437.775 23.8071 11.9582 413.968 409.678 4.2898
internal_count=223821 211346 30363 180983 139628 41355 1264 29099 12475 268 197 12207 12146 61
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=15
num_cat=0
split_feature=195 195 192 133 180 102 170 76 133 122 55 194 126 156
split_gain=63.5891 99.4035 137.516 74.9894 73.9299 95.4211 80.5117 56.1788 42.495 46.6553 30.0594 15.3632 5.856 3.46809
threshold=0.1432331000577311 0.18302900411398265 14.137119996141386 0.15054381109389839 35.684738955823299 0.13364265892535687 0.044175235952893251 -0.13134143808615364 0.14872994166187353 0.14952685873543051 0.18554575541798532 0.015325935060998245 0.89371567546055453 4.5680701879999175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 10 -1 -11 13 -10
right_child=1 4 3 -5 6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.065970584872065738 -0.040738825938980705 -0.018435595856908245 0.038605936825691071 -0.12109334391987255 -0.017457042076174469 0.014404149748377804 0.00047247931309046402 -0.16611243199508829 -0.11336911086715058 0.078430261561296691 0.10108537169663777 0.15421940137820841 0.027496297927260396 -0.26790048008931361
leaf_weight=34.818914184084861 54.791262336075306 1053.7272840159603 142.06588959004148 37.076920820079977 3268.8083960422264 5519.144232817689 10711.369183895527 102.79195450161933 10.867980543815063 104.25482876366004 15.59531573258573 35.976341718924232 2.7340175916178842 1.6763108670711506
leaf_count=874 313 10977 1065 624 88213 54393 64957 1480 158 465 173 95 31 3
internal_value=0 -0.00049032 -0.0543835 0.00555321 0.000392626 0.00913946 -0.00371975 -0.12252 0.0553526 0.0682126 -0.0142929 0.097874 -0.105117 -0.134019
internal_weight=0 20889.8 336.726 179.143 20553 6572.87 13980.2 157.583 205.924 190.645 50.4142 140.231 15.2783 12.5443
internal_count=223821 222022 3482 1689 218540 65370 153170 1793 1799 1607 1047 560 192 161
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=15
num_cat=0
split_feature=128 129 197 170 0 89 65 87 73 139 0 101 110 87
split_gain=74.6522 134.333 130.197 107.36 96.3464 110.898 108.136 92.3533 78.0082 76.3099 66.709 64.3232 54.5065 36.7636
threshold=0.37146562850967063 1.0212563822485337 0.26470878082484711 -0.23096492495562507 1.6062206036667144 -0.043332782251048217 -0.011841811233257083 0.013690180709072365 -0.032450259627363157 0.085170769163813803 3.8977072357395079 0.015212055097625028 0.30380891453306386 0.036503628590879786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 5 -5 -6 -2 -3 -4 12 -10 -1 -12
right_child=1 8 9 4 6 -7 -8 -9 11 -11 13 -13 -14 -15
leaf_value=0.0790283827758166 -0.086631018479143548 0.071133933879884356 -0.055106785088266656 0.050472087126241572 -0.0099991183996030394 -0.01800461727746434 0.010096555478007819 -0.029446473358076004 -0.086352745916910334 0.0091101319307450614 -0.024143472406498667 0.014318231922002021 -0.019445572319237273 0.084002434220453781
leaf_weight=375.81225310685113 367.52070431804168 230.41407139255898 219.2220736577292 253.78438098961487 3640.3545178226304 3473.2610178128252 10126.062299739611 1219.6694168587346 70.908533164540131 1187.0132593900198 170.75635763589526 604.90491146768909 66.094507407397032 38.525954272598028
leaf_count=3690 1931 2305 2024 1799 69346 24247 98771 7650 1468 5467 1822 2719 226 356
internal_value=0 -0.0128453 -0.0230573 0.00240515 0.000921047 -0.0133419 0.00478251 -0.0426878 0.0208869 -0.000900828 0.0422738 0.00375551 0.0643 -0.00423532
internal_weight=0 3899.65 2993.43 18144.7 17493.5 3727.05 13766.4 1587.19 906.228 1406.24 651.189 675.813 441.907 209.282
internal_count=223821 23564 17072 200257 194163 26046 168117 9581 6492 7491 6094 4187 3916 2178
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=13
num_cat=0
split_feature=181 35 2 74 136 123 118 49 109 132 148 46
split_gain=86.9511 86.552 128.296 189.595 147.3 110.305 70.2714 67.9489 46.8495 50.7485 57.3925 50.8131
threshold=-0.057096159899849598 0.20675905172575737 -0.16022382727573728 0.52294485133572799 -0.034464583371103093 732.50000000000011 0.57672506733582896 0.76562063817443782 0.99088420065641303 0.28860040039781237 -0.21979064816013891 -0.067110430654876069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 10 -1 -11
right_child=1 5 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=0.026012858602523614 -0.018980820225073202 -0.014840633635280674 -0.040701432218829943 0.0080040217805331434 0.014743305915562055 -0.05430753557614694 -0.0016502258355084055 0.014422010686356262 -0.36001143949770892 -0.12593781613518965 -0.056248043221680366 0.036326597056760897
leaf_weight=100.57239085776382 4655.804538506869 1822.2485901107138 504.75344085204415 5907.1535092946142 9450.0916944558849 810.24544916243758 368.78035775385797 1405.5958536210819 4.3290211567655197 21.967204533037147 541.30089602642693 158.87023126336862
leaf_count=5474 36068 30685 32319 13126 64085 1938 669 9383 13 423 27600 2038
internal_value=0 0.00105552 0.00378654 -0.00389001 0.011932 -0.0116597 -0.0378372 -0.00209793 -0.0319026 -0.0301761 -0.0433589 0.0166155
internal_weight=0 24924.7 20517.8 10563 9954.85 4406.87 1179.03 3227.84 827.04 822.711 641.873 180.837
internal_count=223821 188273 145598 49194 96404 42675 2607 40068 35548 35535 33074 2461
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=15
num_cat=0
split_feature=152 95 96 131 110 123 55 7 55 30 12 88 157 27
split_gain=77.7368 91.9122 205.77 175.788 129.788 116.225 108.546 55.9629 55.1857 105.672 85.7242 71.2696 54.2854 48.4844
threshold=-0.37986751354331821 -0.034670238587282007 -0.025072930279123679 0.14640709474141916 -0.079651210470061254 570.50000000000011 -0.062667287177941552 1.9546237457700519 0.24584163739915629 16.074119293237299 5.4053608885995059 0.031352815911549703 -0.44895709000489664 -0.14084110175316925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 12 11 -10 -1 -11
right_child=1 2 4 -5 -6 6 -8 -9 10 13 -12 -13 -14 -15
leaf_value=-0.034302936942024159 -0.065460545920329599 0.06990049672310357 -0.02359045635699894 -0.04094293890109621 0.00049368678558418637 -0.087140282365585395 0.014420537069896856 0.51419198454252368 0.050442800143356351 0.31255639349537545 -0.061199712587878735 0.16951563629868321 0.040609385573270866 -0.073302396096774566
leaf_weight=119.47003700537607 521.17328639334301 707.3632969452301 2425.0106644948537 179.35461470170412 28944.511550257215 126.10356635996141 635.93042508198414 1.6709163041086856 356.83978750160895 3.3265480441041282 59.420494646648876 58.508384508546442 508.28662113612518 154.54732764069922
leaf_count=248 12718 7154 65925 2267 124090 2415 4722 89 888 33 637 148 1727 760
internal_value=0 -0.00107007 -2.52926e-05 0.0474804 -0.00136813 -0.0272986 -0.00238604 -0.0636081 0.024227 0.00796059 0.051144 0.0672161 0.0263526 -0.065172
internal_weight=0 33541.1 32256.2 886.718 31369.5 1284.88 762.034 522.844 1260.4 785.631 474.769 415.348 627.757 157.874
internal_count=223821 219380 199436 9421 190015 19944 7137 12807 4441 2768 1673 1036 1975 793
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=15
num_cat=0
split_feature=15 16 86 57 90 20 195 141 190 129 118 102 108 69
split_gain=44.365 71.308 70.1759 55.2944 72.5166 56.4558 53.0765 104.155 109.686 93.4975 85.3011 73.4058 56.3001 42.054
threshold=1.7736774152525194 0.6190717801369815 0.061245430648495101 9.987817175339579 0.29851592822170342 0.017335939378588454 0.41147134008687908 7.8490314272318331 0.024793388429751973 1.0151277114790422 -0.087533119945321966 0.11456423708797121 1.7801866391193861 0.053271402420291832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -5 9 8 -8 11 -11 -1 -9 -4
right_child=1 2 13 5 -6 -7 7 12 -10 10 -12 -13 -14 -15
leaf_value=-0.021046301146863979 0.0098319371046397611 -0.0036117805380599978 -0.089717249838052515 -0.010869328838645907 0.043248595527425826 0.010088169721170562 0.049935061922437643 -0.010557473544567765 0.0015893329852629515 -0.0310884323712151 -0.0067333931506957283 0.023184604300005181 0.016664041611413324 -0.02217082176432314
leaf_weight=500.92611326638144 5627.0125472205691 1252.2387542137294 170.08993680769345 2538.1935759542102 734.1212992471992 2604.149400523107 869.45220631541451 3318.8277598287386 1019.6254746858322 1830.599736959819 6706.3603366700409 1495.111507407215 985.34781360137276 201.20898764225421
leaf_count=3875 46593 8086 628 22096 4584 13530 9929 24316 8951 15741 46333 11947 5963 1249
internal_value=0 0.00468599 -0.0149327 0.00745486 0.0136885 -0.000256179 -0.00308067 0.00426563 0.0238406 -0.00740018 -0.0119559 0.0120844 -0.0043257 -0.0531135
internal_weight=0 13127 1623.54 11503.5 6361.13 5142.34 16726.3 6193.25 1889.08 10533 8536.96 1996.04 4304.18 371.299
internal_count=223821 96766 9963 86803 51177 35626 127055 49159 18880 77896 62074 15822 30279 1877
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=15
num_cat=0
split_feature=151 126 116 143 127 154 132 126 122 116 71 102 123 52
split_gain=69.3221 67.5429 61.5079 124.671 72.6289 61.3145 48.7918 52.4027 47.1029 59.7108 43.4169 33.4562 32.3357 19.6696
threshold=-0.23330316469819642 0.79181280032510304 0.60120119898540958 0.66005753007386925 0.81649292718788613 -0.30869701998692139 0.16834143062042994 0.90683298764925857 0.0093771581109484744 0.72521515200126252 -0.02191316194038714 0.16313095510545658 127.50000000000001 0.18948607907613432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 8 7 -7 12 -10 -8 -2 -1 -13
right_child=1 2 4 -5 -6 6 10 -9 9 -11 -12 13 -14 -15
leaf_value=-0.4029524396596913 -0.039537610048168782 0.0021644534579295422 0.020679096477984937 -0.042529339395031396 -0.065079152979993601 0.01232247924860737 -0.0076076080763453017 -0.028824578503002164 0.040994564805476828 -0.021157213792037381 -0.061969607603208569 -0.05885555525335865 -0.05827554608406578 -0.22922075597845459
leaf_weight=2.8575676530599585 52.180885667759867 15103.248927092522 2409.7723601686303 651.02860664238688 102.974599304609 512.91459915723681 211.38960266244248 780.48211677362997 413.90368361957371 246.71661708736792 481.68826243668445 10.235119963312174 57.292098629710381 20.057472341228276
leaf_count=6 987 172369 17445 3362 247 4467 1145 13425 2391 1331 5677 220 685 64
internal_value=0 0.0022273 0.00263496 0.00031753 0.0171646 -0.0149145 -0.0239796 -0.0125071 0.0100695 0.0177832 -0.0453891 -0.0880658 -0.0746503 -0.171659
internal_weight=0 18349.5 18267 15754.3 2512.75 2707.24 1986.47 1293.4 720.77 660.62 693.078 82.4735 60.1497 30.2926
internal_count=223821 194694 193423 175731 17692 29127 24714 17892 4413 3722 6822 1271 691 284
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=15
num_cat=0
split_feature=128 126 67 44 176 126 1 32 63 115 184 160 89 170
split_gain=70.6796 90.4304 66.7483 74.3515 94.3863 72.2361 108.043 99.6117 57.4912 49.5182 47.0788 45.4355 30.2777 29.0758
threshold=0.63975605742203878 0.97377478066603362 -0.10289150091543139 1.1450326428831421 0.20661328013130706 0.92570610164891876 -0.38225942842635591 -0.13647239626165938 0.021817618497928938 0.59222304543589155 -0.019445278024069704 -0.34425362555731004 0.13458910747578526 -0.26029651030737261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 4 -4 6 -1 -7 12 -5 -3 -10 -2 -12
right_child=1 10 3 9 -6 7 -8 -9 11 -11 13 -13 -14 -15
leaf_value=0.060039525096396346 -0.10868010047546091 0.10038084095735199 -0.0003219916286338308 0.066340884966527777 -0.029471053518502571 -0.039835982650386466 -0.0042040645718253479 0.05339405115770969 0.029199122826426491 0.0031978763617146974 -0.13472704113216766 -0.038037257430531053 -0.028822598713305371 0.013324467112842506
leaf_weight=305.2511274269782 153.59236353915185 65.621080673474353 16150.78998330142 265.72589667153079 1192.9104324194705 135.52559474611189 1838.1713881501928 742.36815037729684 124.67186633870006 233.18756441236474 14.325836725533007 518.47752172744367 68.720381266262848 179.13038868558579
leaf_count=2762 472 657 138391 1925 52181 726 12313 5511 390 3875 20 3080 266 1252
internal_value=0 -0.0246416 0.00109548 -0.00123203 -0.00232688 0.0148407 0.00494505 0.0390016 -0.0401569 0.0368284 0.0271882 -0.0250038 -0.0839949 0.00236094
internal_weight=0 1124.54 20863.9 17842.6 17343.7 3021.32 2143.42 877.894 865.462 498.913 259.077 643.149 222.313 193.456
internal_count=223821 6137 217684 196372 190572 21312 15075 6237 4208 5800 1929 3470 738 1272
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=15
num_cat=0
split_feature=25 18 12 7 126 173 30 118 59 160 118 127 82 53
split_gain=83.2485 118.048 115.668 129.514 146.724 130.758 127.585 134.5 123.905 114.402 114.801 82.7799 222.534 78.52
threshold=0.043118048514297631 1.1308997113571095 1.865966315670984 0.1520005102680978 0.93910706873536209 -0.05643606565977153 20.074336625238903 1.3762837272689155 0.031143400825408483 -0.31453452197817794 0.057785143260359141 0.057542520022355464 -0.181559031041547 -0.016857731439169254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -2 7 -4 -8 13 -11 -3 -13 -1
right_child=2 11 6 4 -6 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.047035249710732176 0.009093408438959949 0.015051131713563174 -0.023366292891735571 0.020673527414885939 -0.0050843075118623378 -0.040030279305415833 0.028118127655209036 0.038110322603709147 -0.0057797664587818176 -0.033014607609100098 0.025877536928358022 5.0472800851696187 0.26230220338018839 0.14500123923936803
leaf_weight=26.711473905917956 1045.4612435614981 20.008938952611061 5327.9085974425398 5741.2101620490284 3597.0387496234034 1124.8752325160312 1353.7338890875399 381.35060187315685 5299.8928787221957 462.66881208054838 1163.1157046903973 0.097511788597333005 29.746899656718597 104.93930267787073
leaf_count=3637 8432 2016 73951 28292 7869 2883 10590 1236 42937 26176 13530 21 581 1670
internal_value=0 0.0206827 -0.00157709 0.00563756 0.0107518 -0.0163672 -0.00829319 -0.01926 0.00111703 0.0163782 0.0091179 0.172426 0.277936 0.106038
internal_weight=0 1807.29 23871.5 11508.6 9338.25 2170.34 12362.9 5709.26 6653.63 1757.44 1625.78 49.8534 29.8444 131.651
internal_count=223821 47631 176190 47476 36161 11315 128714 75187 53527 45013 39706 2618 602 5307
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=15
num_cat=0
split_feature=187 131 59 34 124 1 170 74 137 1 10 157 12 1
split_gain=73.6904 91.4628 71.9188 157.571 200.985 107.94 96.7012 114.87 108.411 70.611 67.377 80.1843 58.4861 57.3992
threshold=-0.076241309958380798 0.5377874268496724 0.023537856646142191 -0.012674110238709011 1.070250697624836 -0.50876884701315894 0.053824655096815714 -0.10501670230661735 0.54453860688238021 -0.15077955282111263 -0.018303837242741854 0.29394047138711105 3.2228042964504762 -0.35109228041804275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -2 8 -8 -4 -3 11 -1 -11 -12
right_child=2 9 6 4 -6 -7 7 -9 -10 12 13 -13 -14 -15
leaf_value=-0.021072679038631137 0.058244282668222153 -0.02792386062179077 0.014390782035451733 -0.026780252936519242 0.1075494722437651 0.00014361044729995602 0.036535687578630828 -0.0032178784100531585 0.09286088508576204 0.10372106143314282 0.11804839906407581 0.088847301302382733 -0.045148515536928766 -0.079225476861130753
leaf_weight=1775.6241611868609 327.29099852684885 104.91131916781887 5114.875854384969 3346.6340497621568 115.21786020020954 13890.397399872483 794.61297919272329 8525.7506073047698 182.33834280632436 141.48244614899158 15.581500810571013 68.941224575508386 32.441205910057761 276.09774149607983
leaf_count=10274 869 340 23935 43676 130 66174 7896 54486 270 222 56 1285 570 13638
internal_value=0 -0.0169957 0.00111346 -0.00317737 -0.0223095 0.00148109 0.0063031 0.000171335 0.0170918 0.0368695 -0.0240265 -0.0169644 0.0759531 -0.0686871
internal_weight=0 2415.08 32297.1 17679.5 3461.85 14217.7 14617.6 9320.36 5297.21 278.835 2136.24 1844.57 173.924 291.679
internal_count=223821 26385 197436 110849 43806 67043 86587 62382 24205 1132 25253 11559 792 13694
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=15
num_cat=0
split_feature=127 76 5 143 176 40 151 192 109 87 85 109 72 181
split_gain=45.7838 51.9947 54.5402 105.25 61.3644 47.2593 81.4384 36.904 45.8761 32.2747 38.4781 31.3067 29.0944 15.096
threshold=-0.54641019915203459 -0.32227677501239599 0.015734103795464607 -0.00074650454391789287 0.5703982602316946 75.348609938430982 0.18214153557043958 13.645208125475381 0.27569779486002982 0.030662196167707042 -0.19153593592844584 0.10186024859616785 0.65294655752988928 -0.10052433561721569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 11 -7 8 13 12 -11 -2 -9 -1
right_child=1 2 4 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.21936139135367294 -0.069469411908954712 0.0019043823284999848 0.0072959566001344622 -0.018837866735299996 -0.012312458442955011 -0.0062163986117531453 0.42286042187190409 -0.0090233489820630806 0.4223327632891038 0.098673788374419799 -0.055096843982813365 0.09848651316212044 0.25577899826883205 -0.036029887611535888
leaf_weight=3.1126303197816023 207.08863331004977 9158.4940916901105 14530.431316682487 3337.8681114284846 1792.9254499090894 22.888734844513241 5.4830814879387608 349.19912975328043 3.9360345564782611 17.053383846767247 355.58455814659828 11.726462233811615 4.1991063077002755 9.0256186609622091
leaf_count=26 803 101019 72250 22469 17997 274 98 4230 22 237 4140 41 28 187
internal_value=0 0.000944232 0.00133593 -0.00363602 0.00514221 -0.0447238 0.0767061 -0.0242091 0.125661 -0.0275272 -0.0480597 -0.0604685 -0.00587695 0.0294605
internal_weight=0 29066.9 28819.7 12496.4 16323.4 247.187 28.3718 742.11 16.0743 726.036 372.638 218.815 353.398 12.1382
internal_count=223821 214951 213735 123488 90247 1216 372 8870 235 8635 4377 844 4258 213
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=15
num_cat=0
split_feature=70 83 158 77 114 19 108 190 112 72 77 124 1 87
split_gain=66.0614 120.452 84.3611 80.7594 71.0809 66.7098 59.8918 99.0841 64.242 57.1946 50.8439 45.738 54.8807 51.7319
threshold=-0.02588587650147376 0.21580606270957184 -0.37385828814585992 -0.04252152710164437 18.612750417246762 0.3757011049971673 1.2299959574490231 -0.082533667075735492 -0.17845519406465454 0.91709376408645416 -0.01300140691791103 -0.12486773392265872 0.42922202089748596 0.030662196167707042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 9 -4 7 -1 -8 -2 -6 12 -5 -13
right_child=1 2 5 11 10 -7 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.14579483710411997 -0.017934407946710283 -0.058575465071371215 0.01231616826789278 0.0092188185126608861 0.012518527458243823 -0.042112121940958487 0.010171945826928021 -0.0077926414424982415 -0.0098877905659989513 -0.11198622728828689 -0.050115962896827015 -0.0095473516993687078 0.048540652433536544 0.046039613452913478
leaf_weight=72.407830076641403 5266.3073358615256 189.23565771061476 4411.7483727751314 590.68902266242367 1270.083873085212 237.29746251125471 4187.2333505534043 184.84337952814531 2580.3161904347216 65.461424038410769 144.32968296390027 675.13260590907885 889.31952568882843 222.6306238379475
leaf_count=524 94064 5667 36100 3424 6389 4227 26145 1376 16181 477 1023 21067 4187 2970
internal_value=0 -0.00516678 0.00687396 0.00611527 -0.0138023 0.00953803 0.000723377 -0.0466358 0.00252361 -0.0190891 0.00612717 0.0220449 0.0328468 0.00423731
internal_weight=0 11584.5 4838.28 9402.57 6746.18 4649.05 7024.8 257.251 6767.55 5331.77 1414.41 2377.77 1480.01 897.763
internal_count=223821 147947 45994 75874 101953 40327 44226 1900 42326 94541 7412 31648 7611 24037
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=15
num_cat=0
split_feature=151 139 85 19 91 165 127 189 127 81 98 57 83 170
split_gain=68.8857 84.8626 86.2778 92.8095 70.7671 66.2424 163.071 134.935 105.158 79.4526 68.761 62.9503 29.9969 26.5783
threshold=-0.15990776069109683 -0.050178514413793937 -0.025892430067512989 -0.19845864780778572 0.012004852418692253 0.19377311145547405 -0.36661089005801506 28.500000000000004 0.15351339534354599 0.19145817397501538 -0.034782536065359949 107.22777633930457 -0.087232403241996215 -0.19854554459054427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 -3 -4 6 10 9 -9 -7 -1 -8 -2 -14
right_child=1 2 4 -5 -6 7 11 8 -10 -11 -12 -13 13 -15
leaf_value=0.089528837974414466 0.0047223085423475468 0.064400260435031276 -0.01339756214300886 0.0038360286088830044 0.0017904176911868236 -0.10975443893401887 0.019845939757140565 0.019344701169690223 -0.02320220643533252 0.10083036765251646 -0.079632504109361013 -0.064475987678676405 -0.15831300227038422 -0.044566731594128113
leaf_weight=26.741257987450808 128.24456009463756 377.00276233488694 5493.9744328565412 769.4038862558682 6947.0659518844623 167.58617851292365 4755.9997780493359 1337.0238947517646 1027.211392219644 20.061267467506696 236.93401749536861 90.214708735700697 21.377396473893896 525.9787537071461
leaf_count=191 12596 1988 31535 7706 50948 799 25803 18330 6379 237 957 247 532 65573
internal_value=0 -0.00421769 -0.00249769 0.0237529 -0.00491661 0.00753837 0.0141093 -0.0056193 0.000858949 -0.087241 -0.0624766 0.0182762 -0.0388097 -0.0490092
internal_weight=0 14263 13587.4 1146.41 12441 7661.77 5109.89 2551.88 2364.24 187.647 263.675 4846.21 675.601 547.356
internal_count=223821 170878 92177 9694 82483 52943 27198 25745 24709 1036 1148 26050 78701 66105
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=15
num_cat=0
split_feature=181 107 2 73 34 100 108 63 69 151 181 74 180 156
split_gain=74.3844 82.2873 163.779 228.255 151.262 121.037 115.56 102.883 53.1147 54.8818 159.039 53.2006 30.6394 13.1617
threshold=-0.057096159899849598 -0.098600848494756824 -0.15786995946287133 0.56019327570912736 -0.12940378379574033 1.3511584131749768 1.7961365599685133 0.14443814913136652 1.0034616996668082 -0.39527406724698061 -0.14198283158886779 1.4561273976481817 31.42369477911647 0.82918715307402746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 10 -1 -11 -10 -14
right_child=1 5 4 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.59678457914713723 -0.021301122675556509 -0.0031628327770794984 -0.047432776458446645 0.012403140538307246 0.024626794498546462 0.092006068748731074 -0.032161954448929934 0.0014337704840602563 -0.13520037594829701 -0.045365774562234007 -0.010339812014926248 1.0575031135816799 0.076502515839652369 -0.065044328167249199
leaf_weight=5.1853746363194686 3598.8448110514146 9388.6044045798481 309.94377149251522 4549.3516297172755 4844.0730360177113 230.02196190133691 1609.7813582219533 275.78117003105581 8.6140873804688436 687.83391205905355 25.695750294835307 0.43766825087368388 71.331338655203581 7.2355123898014417
leaf_count=54 19683 130529 1443 10076 21244 303 4336 659 33 34300 573 3 551 34
internal_value=0 0.000985626 0.00634175 -0.00248315 0.0202934 -0.00520762 -0.0074073 0.042623 -0.0298768 -0.0388129 0.0916049 -0.0446645 0.0438372 0.0634669
internal_weight=0 24806.4 13302.2 8148.2 5154.02 11504.2 10998.4 505.803 806.334 719.153 30.8811 688.272 87.1809 78.5669
internal_count=223821 188273 52446 29759 22687 135827 134865 962 35548 34930 627 34303 618 585
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=15
num_cat=0
split_feature=180 123 40 64 76 18 68 108 162 175 87 195 1 124
split_gain=71.725 262.847 173.322 136.305 154.297 121.432 121.282 118.51 113.488 110.329 87.6007 82.2331 65.1981 49.1292
threshold=35.447791164658646 465.50000000000006 2.1278898700807605 -0.017382968042612121 -0.10015144979687583 0.50880142697259279 -0.046643925071081754 2.183262431065208 0.068827173989384913 2.504757534692128 0.2153638965861733 0.28094714205453847 -0.31013979544706122 0.12514848431920958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 11 7 5 -5 -6 8 -2 -4 12 -3 -1 -12
right_child=3 2 9 4 6 -7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.10068766005917146 -0.031896288198008237 -0.051091382680533849 0.0076819038878648341 0.057876643270565332 0.0081004341313315343 -0.02137742601343277 -0.0073139171732765646 -0.14130643761692258 0.031437659200447519 0.07949763716503469 -0.081312400669442092 -0.0089545922162303903 -0.039067438688939853 0.45714073724779936
leaf_weight=196.53024470200762 316.3863427916076 719.23549836408347 4344.6097773720976 763.83713932978571 7866.4515963625163 258.83631900712498 14537.837097679323 43.609444087138399 2675.3479877584614 224.99862642795779 2.471758351661264 1300.8095373382093 1359.4463082392467 5.3887836933135986
leaf_count=1237 3676 5156 20703 7721 28093 2904 77834 316 38342 1262 73 7225 29276 3
internal_value=0 -0.00831166 0.000435042 0.00241555 -0.000167832 0.0378176 -0.00190173 0.0223542 0.0247399 0.011218 -0.0451683 -0.0239574 -0.0468505 0.287823
internal_weight=0 8153.49 6589.65 26462.3 23427 1022.67 22404.3 3035.34 2991.73 4569.61 1563.84 2020.05 1555.98 7.86054
internal_count=223821 64935 34346 158886 116552 10625 105927 42334 42018 21965 30589 12381 30513 76
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=15
num_cat=0
split_feature=116 14 61 38 106 21 179 13 57 10 12 38 87 38
split_gain=41.9782 126.672 107.382 95.8522 84.596 77.5805 69.8308 70.7623 76.6301 69.6235 55.7749 75.9522 53.3929 45.7922
threshold=-0.067042794833449035 -0.095696418859963744 0.0018928513823708135 -0.074887609297269911 -0.075420744859044764 0.043719702414909148 -0.20977258883515951 -0.25344168176173709 3.4086506747827037 -0.091329601089548532 1.1036617486883884 0.0092817722119041841 0.0060770268988403972 0.33976466292363794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 12 -5 -3 10 9 -9 -8 -2 -12 -1 -4
right_child=6 2 13 4 -6 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.22620431508904157 -0.059335301321279704 -0.028765737229875299 -0.050538096913604495 -0.019489638036177859 0.019892272743240784 0.0088973579594633333 0.0065678178368406646 0.028622625514362305 0.0017348268305896243 -0.036137399315501827 0.14238185457244687 0.017483633730416559 0.036687033667763207 0.046625932212686523
leaf_weight=15.203079886268823 34.940146454609931 980.85998685774393 1045.1429627595935 1222.9124152039003 984.61645069220685 1236.2131595357787 643.05539221590152 1117.3633574236883 20631.721099302551 939.54230479407124 94.255273180257063 100.71331530169118 669.90939659741707 50.864953801035881
leaf_count=339 360 11640 6003 16985 14076 14446 8550 7120 123433 8310 1152 634 10564 209
internal_value=0 -0.00707346 -0.0204233 0.00821676 -0.00192426 -0.00776525 0.00217104 0.00163062 0.00311619 -0.018785 0.0570135 0.0778642 0.0408925 -0.0460288
internal_weight=0 6205.72 3313.08 2892.64 2207.53 2217.07 23561.6 23331.7 21749.1 1582.6 229.909 194.969 685.112 1096.01
internal_count=223821 74262 32298 41964 31061 26086 149559 147413 130553 16860 2146 1786 10903 6212
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=15
num_cat=0
split_feature=190 195 76 21 58 109 1 121 72 107 38 106 111 62
split_gain=65.8769 62.3941 105.402 102.448 97.2274 89.2525 61.4613 37.9451 19.7182 26.0924 46.9813 21.8302 6.87215 4.30686
threshold=2.2732057416267959 0.31079811995949053 -0.32227677501239599 0.018696961637372878 0.92220995383270721 -0.23308023142519263 -0.13350920546906378 0.18549002958775138 0.96277931691858565 0.22804870460579871 0.77364427133751723 -0.30593636670221314 0.023646836459249258 -0.11053088340379504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 -4 -1 -3 12 11 -11 -10 -2 -14
right_child=8 3 5 4 -6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.10239330606263156 0.07984601170613817 -0.1305057600817694 0.012615983045349841 0.0078498054874560578 -0.021929439046259283 -0.012615049924173805 -0.11787975985236035 -0.01281644788425995 0.13763993394191704 0.34395782597737146 -0.0074694902057167853 -0.077340546498069762 -0.19556100257248193 -0.071959207206361453
leaf_weight=14.152852851897476 2.9510551900602868 75.958774845021253 1954.8538313047902 12350.472083164863 1203.1901968964885 4957.465636368157 120.66824533045292 42.850205189082772 5.4461864926852277 5.3535047224722829 13.144115260802208 35.594087297213264 2.8693187723110887 161.08175257319817
leaf_count=36 27 1230 14168 140218 6566 58503 370 228 125 16 50 365 15 1904
internal_value=0 0.000456081 -0.00718752 0.00439579 0.00520623 -0.00547953 -0.0947566 -0.0880594 -0.0537752 -0.00436786 0.0942392 -0.0488119 -0.0714 -0.0741224
internal_weight=0 20719.6 7047.14 13672.5 13553.7 6912.32 134.821 118.809 226.44 59.5379 18.4976 41.0403 166.902 163.951
internal_count=223821 221319 73077 148242 146784 72671 406 1458 2502 556 66 490 1946 1919
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=14
num_cat=0
split_feature=76 128 0 85 28 129 196 72 160 197 126 70 62
split_gain=70.7538 74.0165 142.786 138.317 108.106 96.7304 100.212 68.2019 39.6921 20.2458 19.4916 16.6012 4.57412
threshold=-0.18290721319011233 0.21882360441726592 1.535952175206438 -0.027694922937865931 -0.04236956972059263 1.0220876749591452 0.2135613555157598 0.11299597519159058 -0.34006867374182631 2.8441334812386194 0.9625650909490655 0.12031635230100966 0.10968355027205054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 10 -10 -11 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 11 -12 -13 -14
leaf_value=0.097986813877224785 0.053334378882931854 -0.023239438775560936 -0.012909173531198061 -0.02196666850723162 0.013451308611162536 0.095611691077547495 0.0026907539192393224 0.012878388756033044 -0.068362543166964648 0.32253890256919038 0.077523023685082904 -0.0066739105374370184 0.24291660387289979
leaf_weight=5.989783860743044 268.19503394409548 3470.0257908196645 1840.5044553192747 2696.5847962974512 10056.243385640635 122.19546070165234 2612.5516535118159 539.81905322571401 243.54942111812124 2.4276919709518543 9.5163076788303425 4.1504394710063934 3.4216648116707802
leaf_count=39 1541 23553 43216 19877 104700 840 13865 4685 10848 37 574 32 14
internal_value=0 0.000537018 0.00447998 -0.0151549 0.00937317 -0.00815118 -0.0121021 0.0281494 -0.051062 -0.0583746 -0.0628766 0.114824 0.150678
internal_weight=0 21606.1 14861.5 2964.78 11896.7 6744.59 6082.58 662.015 269.055 259.644 253.066 6.57813 9.41145
internal_count=223821 212277 169334 21418 147916 42943 37418 5525 11544 11491 11422 69 53
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=15
num_cat=0
split_feature=186 190 118 25 164 117 128 87 40 131 103 149 178 117
split_gain=81.113 121.512 95.8394 131.711 120.343 90.4871 75.6062 74.3933 68.4388 49.9498 47.107 42.1268 38.8545 38.5159
threshold=59.750000000000007 1.8830969030969034 0.54008753336205528 0.57924753288308251 0.14585131984130503 4.0711567177006147 0.55644379155664747 0.016451370391215549 1.3451438946905225 0.11735823978460089 0.29122836545387826 -1.0899101036668049 -0.12922306247130197 8.2881640031995438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 10 8 -4 -9 -2 -3 -8 -13
right_child=1 11 7 5 -6 -7 12 9 -10 -11 -12 13 -14 -15
leaf_value=0.0010351172556293347 -0.079546632644851151 0.081370255642203487 -0.030805045984860842 0.043374518212047131 -0.018572671356079071 -0.036050317567692287 -0.13707702589332185 -0.0055411188645324849 0.059094213008781898 0.017866519598777327 -0.034431163934378915 0.014099446178713818 0.039292678717444483 -0.034458176242426891
leaf_weight=13451.394144539969 329.79640592169017 73.313516136258841 99.596700090449303 967.91516500443686 4079.4361456792103 168.39696557447314 13.615904164500533 1419.4887669904274 565.47669518869952 2548.0508364716661 776.01008356967941 686.33737653680146 151.17555641382933 214.37455927208066
leaf_count=138166 816 195 795 6716 55637 718 41 6887 4295 6019 1494 1307 222 513
internal_value=0 -0.0180983 0.00180592 -0.00138908 -0.00352763 0.0316041 -0.0384697 0.0146802 0.0456315 0.00949184 -0.0478864 0.00847571 0.0247201 0.00254246
internal_weight=0 2244.62 23299.8 18667.1 17530.8 1136.31 1270.6 4632.61 665.073 3967.54 1105.81 974.025 164.791 900.712
internal_count=223821 4588 219233 201237 193803 7434 2573 17996 5090 12906 2310 2015 263 1820
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=13
num_cat=0
split_feature=28 162 73 135 129 169 118 63 79 96 132 161
split_gain=69.4474 66.8905 217.421 104.845 88.2782 148.731 111.004 77.3251 0.913516 0.135303 0.0591148 0.0545307
threshold=-0.20229720780656391 0.053082852701492704 -0.26078860941592436 -0.031352638672248752 1.0173225174358564 -0.21314189569466827 -0.0070466639212535464 0.008195396206977049 0.22547267738717777 0.049052205764227079 0.14769453397637125 -0.14425536552120258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 11 -11 -1
right_child=1 4 3 -5 6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.087702212189056356 0.11597518086742793 -0.055419037366364846 -0.082514053554098729 -0.017481093609644654 0.017330347445759505 -0.0022631916706344303 0.00011972168058121309 -0.049108725494128286 -0.14268753165079373 -0.095564520995676791 -0.11925057737637533 -0.082428491023284922
leaf_weight=46.753005540696904 152.57271649315953 544.66430368064903 294.05650468263775 1579.4523436480667 5895.9924097420881 15679.877696004522 10284.181736416882 34.855284652207047 2.9968212107196441 4.0156716860365114 1.4285165858455 33.768132150289603
leaf_count=900 122 5202 4286 6612 26396 138040 39254 421 21 81 11 2475
internal_value=0 5.36214e-05 -0.0174151 -0.0276883 0.00116463 -0.00404765 0.00639121 0.0852751 -0.0884142 -0.0865222 -0.10178 -0.0854906
internal_weight=0 34465.7 2060.94 1873.51 32404.7 16224.5 16180.2 187.428 88.9621 85.9653 5.44419 80.5211
internal_count=223821 220333 11441 10898 208892 143242 65650 543 3488 3467 92 3375
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=15
num_cat=0
split_feature=166 178 134 1 174 158 41 76 81 1 166 73 103 95
split_gain=43.5898 68.7206 68.1233 69.5298 53.6579 66.7331 62.2357 43.794 25.8615 45.5548 52.5774 26.4983 19.2261 29.7294
threshold=-0.33220848160159638 -0.18224316755224271 -0.043775155281933521 -0.24281177915586641 -0.10085101846757792 -0.082026128219961789 -0.058372572592771767 -0.049451170697277488 0.16369048630351848 -0.27826825474769012 -0.40013552506855882 -0.058315187968185155 0.0035915793360652335 -0.070082219865875386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 10 -1 -11 13 -10
right_child=1 4 3 -5 6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.056145639577614662 -0.025663666323291617 0.0038104574502093461 0.052807609215137358 -0.012838976012688949 0.026761490755431147 -0.033140712820763814 0.00013512683650191738 0.067431496663134749 0.68759081417397494 -0.045820968522185486 0.14692854147563722 0.018715162475607297 -0.059509113804294848 0.0052773568059675882
leaf_weight=19.734122343739728 58.121514037251472 908.63735188834835 227.56953969039023 554.39665421005338 909.73255814879667 1057.6469819108024 25041.189106434875 386.94145652698353 0.64959298889152606 186.75772419804707 36.02119281628984 96.495814381400123 236.36278666171711 37.68114499351941
leaf_count=2559 373 11472 2513 4367 8834 7572 161970 3650 45 7379 2652 3218 6095 1122
internal_value=0 0.000879784 0.0240418 0.00626564 -0.000138241 -0.0160653 0.00106854 0.055274 -0.0260503 -0.00757186 0.0750522 -0.0238355 -0.0488553 0.0168406
internal_weight=0 29144.2 1227.03 781.966 27917.2 1966.28 25950.9 445.063 613.702 339.009 55.7553 283.254 274.694 38.3307
internal_count=223821 200751 10903 6880 189848 19044 170804 4023 23070 15808 5211 10597 7262 1167
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=15
num_cat=0
split_feature=106 68 35 83 28 130 151 179 19 170 22 126 96 71
split_gain=61.1011 89.1201 89.4476 73.3347 81.0537 108.711 71.6133 59.4559 59.1468 56.974 71.6407 39.5241 37.6975 33.7692
threshold=-0.041474138809848252 0.098296629418191908 -0.073441595154401337 0.31435577840072787 -0.0089822256734996136 -0.22372664277349211 -0.035945207320642901 0.37644125797396472 0.29323593868490966 0.87636033875446151 0.03484251031138421 0.88674768022052619 3.7969557995655161 0.014403467588038382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 4 5 -2 -6 -3 -4 10 -5 13 -11 -1
right_child=3 2 8 9 6 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.082933042677747093 0.027402065292500534 -0.023042435051770047 -0.0049541195656486632 -0.055285810661199114 -0.019264903596552252 0.00029366004072188008 0.0006626645330865457 0.096323810155249975 -0.068955097728892648 -0.018064556027194426 0.033395006778863777 -0.056740663653142301 0.063146183958543295 0.038277898683704174
leaf_weight=31.084997055608255 1891.1527632201614 59.790433485701215 1656.9047211426659 96.691966164740734 3214.9687287938359 6793.2539679284528 4107.2477734087806 138.13265495887026 158.18228915493819 493.06052934592299 1574.0960573149569 556.42651403135824 64.654248902574182 88.202619007064641
leaf_count=3555 15178 1067 10524 322 24529 58049 28219 946 1054 1999 6224 66594 325 5236
internal_value=0 -0.014119 -0.00357089 0.002029 -0.000337231 0.0061969 -0.00808694 0.0602646 -0.0105317 0.0190249 0.0282629 -0.0455426 -0.00865003 0.0066917
internal_weight=0 2688.72 2013.01 18235.1 16006.6 8684.41 7322.22 197.923 1815.09 2228.5 1670.79 675.714 557.715 119.288
internal_count=223821 88976 13591 134845 125975 73227 52748 2013 11578 8870 6546 75385 2324 8791
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=15
num_cat=0
split_feature=73 117 102 190 116 64 169 88 126 168 166 125 166 51
split_gain=67.7144 128.817 157.262 123.551 110.865 107.738 104.753 89.0958 77.5834 72.1421 70.4504 101.839 46.8139 39.5572
threshold=-0.043485798424407467 0.98033022796222158 0.13364265892535687 0.1247563352826513 0.092830254837328277 0.092987944787095073 -0.23636799614933027 0.0060102807203989781 0.75867184903391893 2.4063118998281214 -0.35222722995910077 0.079106367343147119 -0.15373392758573945 50.722771174764866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 5 -4 6 -1 9 -9 -2 11 -5 -7 -12
right_child=1 2 4 10 -6 12 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.053009766099276483 0.049749878051661034 -0.047207487653844998 0.01964683067422604 0.074838226720691098 -0.011447892803476118 0.073952961278883414 -0.0039863835594248611 0.10128318743979886 -0.042531396665101723 -0.010602353559121827 0.056926987006916452 -0.064747739565073792 0.00070244484050431609 0.01013542109546694
leaf_weight=339.39573891670443 205.15305780549352 507.82579580209858 4067.85793137984 81.37305289786309 1596.6957858042751 285.53359205834568 6462.4584976212209 38.724453013186576 1197.4619003800617 5730.547748718287 816.23730641769362 146.12843669671565 125.63727051918977 232.03092179764644
leaf_count=3672 1573 6077 29556 659 27169 1973 69304 510 18724 54020 4941 697 2409 2537
internal_value=0 -0.00448807 0.00610276 0.00693617 0.010882 0.00186243 -0.00114242 -0.0136029 -0.0380263 -0.00851643 0.0356224 -0.0148204 0.0515706 0.0465698
internal_weight=0 13344.3 6172.38 8488.79 5664.55 7213.03 6801.85 7171.89 1236.19 5935.7 1275.77 227.501 411.171 1048.27
internal_count=223821 137629 62802 86192 56725 77358 72976 74827 19234 55593 8834 1356 4382 7478
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=15
num_cat=0
split_feature=19 188 190 23 186 128 98 126 55 77 113 83 122 114
split_gain=91.5465 82.5342 115.382 112.93 141.032 101.88 82.7653 70.2726 49.9263 63.2479 54.2902 45.5838 34.1303 21.967
threshold=-0.47236426103468804 0.92498340466602569 1.3125000000000011 0.061369170010861201 9.5000000000000018 0.55644379155664747 2.1543278586114192 0.93503237513434345 0.032031363608900396 -0.069697507977463699 -0.18643437089566375 -0.092803378766523101 0.15803862775800501 12.767935947603101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 12 10 -10 -11 -1 -14
right_child=1 2 7 4 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.079948328823089332 -0.018219384503329689 -0.018689774484329156 0.028998595314883541 0.084975611794158412 0.0047741220783450132 0.029160223894529137 -0.066063600985747262 -0.0077262703876841438 0.048433759352130762 0.32486832867901749 -0.10710740270949225 0.058302505781331442 -0.12786384266764414 0.043409500526934007
leaf_weight=15.488873799244173 3739.5662340906129 2324.5874904891243 754.6700604702346 222.46584459464066 15195.719460996566 516.52814345655497 438.32077674940228 1682.9927191659808 44.715616104338551 6.5053460689377962 45.047303913161159 462.27843736653449 35.791118484456092 9.4697812517988478
leaf_count=202 141499 5132 1883 734 64399 4221 737 2558 506 65 201 1463 138 83
internal_value=0 -0.00101074 -0.0122144 0.00195076 0.00593133 -0.0124693 -0.0262054 0.00364329 0.0379127 0.0472767 -0.0296242 0.0620017 -0.0481813 -0.0920289
internal_weight=0 24874.9 5200.57 19674.3 15418.2 4256.09 2762.91 2437.66 619.296 558.547 89.7629 468.784 60.7498 45.2609
internal_count=223821 221163 10310 210853 65133 145720 5869 4441 2658 2235 707 1528 423 221
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=15
num_cat=0
split_feature=188 16 119 169 62 42 16 63 186 117 49 173 157 89
split_gain=67.6842 78.2592 75.3196 69.7241 135.322 123.038 67.1011 47.3024 103.516 43.627 36.2542 30.008 25.0959 28.0843
threshold=5.2402554132875085 -0.5416544453060318 0.30095972305647012 0.12462809304789273 0.7205349273448467 0.35755478029789528 0.30145874823468016 0.30712835145314504 109.25000000000001 11.252773985607776 0.64774651884000833 1.102971874088065 -0.36030155442224859 0.64337568732512318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 4 -3 -5 10 11 -9 -8 -4 -2 13 -1
right_child=2 3 6 5 -6 -7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.064279128717715073 0.039317431004792437 0.00089773131502311136 -0.081319635273894617 -0.018404036589963188 0.038506519019794141 0.00657660509115839 0.13507514020553485 0.46046968033395619 -0.083036358998892834 -0.091216478901271811 0.041967900851238082 0.18399240046768134 -0.1024142160623534 -0.085763351718919079
leaf_weight=23.483444588258862 37.968604952096939 24893.441060890269 64.004345432855189 4851.2627838040935 994.96954979049042 3321.6448018360825 50.838939564768225 10.955040253698828 5.1524457465857258 10.234727322123943 38.020394313614815 23.034342311322689 98.137994026066735 26.611266430467367
leaf_count=49 39 151964 324 33413 3167 31885 93 48 40 73 128 23 2109 466
internal_value=0 -0.000514498 0.0527538 -0.000198972 0.00234315 -0.00825137 0.0142511 0.134192 0.286614 0.0971532 -0.0353755 0.0939458 -0.073017 -0.0154263
internal_weight=0 34209.6 240.209 34061.3 25888.4 8172.91 163.098 77.1104 16.1075 61.0737 102.025 61.0029 148.233 50.0947
internal_count=223821 223053 768 220429 155131 65298 618 150 88 166 452 62 2624 515
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=15
num_cat=0
split_feature=19 2 195 141 105 92 143 1 119 181 59 141 154 169
split_gain=42.3684 63.7885 58.0267 136.093 52.8004 50.7963 48.7163 55.9753 78.3186 72.4113 48.3655 44.8249 69.0886 35.4685
threshold=-0.09749335970619212 0.066211224865958332 0.42173484049110399 15.063144073066226 4.312559143023786 0.044186582087239655 0.20539638451987827 -0.0831031925375596 -0.048958809539050352 0.48306417290720083 -0.19576551103524534 75.897910384056743 -0.0821102822680429 0.37179077327256782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 13 -1 7 8 -2 -9 -6 -8 -13 -3
right_child=6 4 3 -5 10 -7 11 9 -10 -11 -12 12 -14 -15
leaf_value=-0.032154929944020021 -0.0081160480115822393 0.065229731106894548 0.03722557023964608 -0.021690751474249519 -0.10473427615866147 -0.0057996022112812365 0.0040085547101877924 -0.00061542595486519251 0.018448961680182969 -0.029589423898944596 0.0019411991033660191 0.016824666222436075 0.074113569904351959 -0.011682420629556323
leaf_weight=1824.0976421654341 1650.9557215507957 219.52219750080258 651.32861598784802 984.98944571701577 43.04915021546185 1220.6851153604803 1754.59145690687 12331.315877526999 3385.7782817299594 927.43307959288359 3342.5294616648462 1029.1268731416203 264.63773544505239 82.489379475970054
leaf_count=19786 20245 818 8074 9702 152 9460 8280 78680 28320 2439 26849 9250 1393 373
internal_value=0 -0.00567793 -0.0134268 0.00176061 0.00415868 -0.0215888 0.00271718 0.000767055 0.0097414 -0.00264212 0.000584773 0.0144213 0.028543 0.0442225
internal_weight=0 8368.69 4681.1 1636.32 3687.59 3044.78 21343.8 18295.5 5036.73 13258.7 3385.58 3048.36 1293.76 302.012
internal_count=223821 75214 47022 17776 28192 29246 148607 129684 48565 81119 27001 18923 10643 1191
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=13
num_cat=0
split_feature=145 195 195 192 180 121 25 16 101 29 168 168
split_gain=60.4498 58.9608 82.0055 121.597 63.9729 52.0128 42.729 26.2168 12.6605 8.04346 6.78769 4.7431
threshold=-0.30231291753226025 0.1432331000577311 0.18302900411398265 14.137119996141386 35.684738955823299 0.16773387633866013 0.1491768192248846 -0.1124752167914438 -0.099655347369622657 -0.10102708275587886 15.234501278316545 48.86340534684787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 -1 11 -11 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.096567145560933612 -0.1328775323329357 -0.1145786200483187 0.0088788153488135648 0.0074452940021202847 -0.0031908412884022993 0.10230264128575527 -0.097999961682295508 0.017349786755521783 -0.11662255135839067 -0.07878864493578229 -0.020260371519821133 -0.32367513223337374
leaf_weight=4.4565031150705172 16.658801022524131 153.71455109533417 6448.7663654267744 174.22700422344496 13765.083113168712 132.31889427197166 11.582219853997229 38.380571570218308 23.132180139498818 70.016824417911266 27.635787099643494 1.1619461223017413
leaf_count=33 407 1458 58515 1523 137811 536 43 413 2500 20175 401 6
internal_value=0 0.00037963 -0.000145071 -0.0497504 0.000659707 0.0545582 0.0861808 -0.0281196 -0.0689849 -0.075035 -0.0622251 -0.126526
internal_weight=0 20740.7 20541.8 327.942 20213.8 198.94 143.901 55.0394 126.403 121.947 97.6526 24.2941
internal_count=223821 200706 199307 2981 196326 1399 579 820 23115 23082 20576 2506
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=15
num_cat=0
split_feature=139 55 115 127 155 154 66 73 117 140 139 16 146 140
split_gain=62.3539 63.2505 119.604 106.495 96.6854 82.0646 81.7153 51.8285 16.9068 24.7024 16.4425 12.7418 8.77331 12.4353
threshold=-0.16696370214638423 0.14770072549504701 0.17608204865536994 -0.10604885668386739 -0.016656272188155703 -0.1694798738385761 0.89571306873230705 -0.38546678161664344 2.8612950779990136 -0.12338743019922783 -0.2136780978122268 0.21869120041109272 -0.17929721215153452 -0.077435389101777871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -4 -6 -2 12 11 -11 -10 13 -1
right_child=1 2 5 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.027790587970594388 0.090938605478994239 -0.015242583479387102 -0.023832163757269709 0.03539760112570247 0.021055148549555026 0.02552021397330996 -0.00077428667668140428 -0.013000588557195387 -0.074342199329986633 0.44869347428178064 0.088922534512133042 0.009804627172756564 -0.06771162167797877 0.29129482006776336
leaf_weight=45.298339302767999 48.352377337636426 521.97521653369768 1165.4816675402981 2031.6052133791964 2124.1108543174323 473.94238450562989 8899.4455482005433 6138.1959513284692 29.034073084389092 1.6553847853792829 5.4612752704997538 47.330463358171983 186.64513159829221 1.2552019658032794
leaf_count=912 460 2099 13554 9455 14994 5614 83129 36183 4259 45 216 4124 48769 8
internal_value=0 0.000500233 0.0115137 0.0250463 -0.00218304 -0.00956485 0.00343199 -0.0121882 -0.0442001 -0.0055822 0.172608 -0.0221883 -0.0580247 -0.0191872
internal_weight=0 21403.1 4193 2553.58 17210.1 1639.42 11023.6 6186.55 316.68 83.4812 7.11666 76.3645 233.199 46.5535
internal_count=223821 165488 30722 11554 134766 19168 98123 36643 58333 8644 261 8383 49689 920
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=15
num_cat=0
split_feature=109 180 126 136 86 77 136 160 82 121 16 85 114 161
split_gain=77.229 147.15 122.781 110.889 147.201 132.618 128.375 88.109 72.6969 59.48 61.5608 57.1065 43.0379 38.7153
threshold=0.57300314267326247 33.384872824631863 0.97377478066603362 -0.036317344174050713 0.17149254942081441 -0.017170466221689103 0.13590837853729568 -0.29711221675942784 1.1777837893047247 -0.19776431266856112 -0.11529281723600206 1.2144640903771384 9.0969455243511543 1.3393174689875031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 7 11 5 -5 -6 -3 -4 10 -2 13 -11 -1
right_child=1 2 8 4 6 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.040188696999394265 0.091080452917399246 0.053866583910792368 -0.041336780669280482 -0.0085536884372824518 -0.031978916368825598 0.016727169351500367 -0.0039349828581555666 0.014630290230378144 0.020150688836130474 -0.080743931813556824 -0.083386036637363492 0.22814252247732558 -0.014735677043271396 0.77969618742730429
leaf_weight=903.49813732720213 59.809867388219573 656.38919319590786 581.39946831006091 3264.5596385216195 2138.7605843775382 5694.5124158568506 6893.277702751453 4468.9446714522783 287.30220477283001 276.47042893827893 30.557642074185424 8.0330183915793878 153.68487774115056 0.57630650926148419
leaf_count=72614 197 1279 2287 54288 8299 56005 17676 9722 380 597 132 24 304 17
internal_value=0 0.00933402 0.0137629 -0.00329148 -0.00156695 0.00751518 -0.0105757 0.0196552 -0.0210013 -0.0416668 0.0320849 -0.0373074 -0.0571607 -0.0396661
internal_weight=0 6514.56 5994.04 18903.2 17991.1 8959.07 9032.04 5125.33 868.702 520.523 90.3675 912.107 430.155 904.074
internal_count=223821 14898 13668 208923 136268 110293 25975 11001 2667 1230 329 72655 901 72631
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=15
num_cat=0
split_feature=148 152 194 167 92 133 78 2 147 1 180 196 73 142
split_gain=66.8539 69.0329 65.6315 108.067 83.4139 51.3821 51.6404 32.2635 22.801 20.0226 14.1967 6.3983 8.87655 0.768323
threshold=-1.4179270228356258 -0.43912955724243047 -0.013879734905696739 -0.13693185813903094 0.18975534474205427 0.047212617087268573 0.015113919474942823 -0.34660945109268876 -0.95174123966794899 -0.35109228041804275 34.655287817938422 0.0032551978698446529 0.9860085021345274 -0.12102418904494637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 8 -7 9 -2 10 -1 12 -9 -13
right_child=1 2 4 -5 -6 6 -8 11 -10 -11 -12 13 -14 -15
leaf_value=0.10658552958820365 0.1684798718204025 -0.001110049838595593 0.0053156807591861616 -0.034280096343076688 -0.0058383684514180618 -0.050508115395312192 0.050484879915762317 -0.096503251806542525 -0.10410232182034151 0.19468970900125435 -0.088636232097038747 -0.14234645368149143 0.1333775394128055 -0.093646567936893466
leaf_weight=5.8802740871906343 3.3697505769086993 3094.7352636025753 18613.514237873285 1438.8635683045432 10479.231004277477 56.061932114535011 522.53715367568657 3.8159721184056243 34.353598042391241 6.185928300023078 10.163378320634363 3.3388270530849686 3.0004968643188477 108.98001390229911
leaf_count=4 7 15744 134627 36171 34655 371 1007 82 359 7 86 6 1 694
internal_value=0 0.000161853 -0.000446014 -0.0116375 0.00129798 0.0333269 0.0406994 -0.0687489 -0.0797531 0.0418472 -0.0170841 -0.0893852 0.00468647 -0.0950942
internal_weight=0 34242.7 33626.3 4533.6 29092.7 616.322 578.599 141.365 37.7233 22.2296 16.0437 119.135 6.81647 112.319
internal_count=223821 222941 221197 51915 169282 1744 1378 880 366 97 90 783 83 700
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=15
num_cat=0
split_feature=8 158 23 195 104 126 88 16 119 116 142 122 127 94
split_gain=40.6947 81.2948 110.787 64.9213 64.5716 57.2814 125.384 120.913 78.0943 82.6066 80.1511 70.365 55.2146 48.5002
threshold=0.30377363654787004 -0.04842589404487406 -0.018087557901315016 0.27949829088432215 0.54142272161877913 0.90065650555314813 0.0053584744265028255 -0.03743962963962276 -1.0000000180025095e-35 -0.056514626232959372 -0.03297937150948909 -0.24135559966936729 -0.27839767601704818 0.12596932180946258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 13 -3 6 11 -8 9 -7 -10 -1 -4 -2
right_child=1 2 12 -5 -6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.065155440402363471 0.00040362666403612825 -0.025777322176061424 -0.0094931085280105677 -0.035399953610011442 0.39803383089029887 -0.02425542646277937 0.0097293131288658467 0.070269411132633755 0.027132978943498223 -0.0012883686331303902 0.0012048449870510443 0.0012270729513370921 0.018068334899958783 0.11825194529658126
leaf_weight=177.95237506643753 208.54761008592322 1330.654811357148 1059.8853859978262 1317.7014148156159 3.6047227056697002 2335.6516505759209 717.97149433902814 610.36133479498676 1396.831297960307 4752.7246998969349 8140.3747920926835 5302.9522673975443 2313.2855747705908 41.945747474906966
leaf_count=3085 954 8341 10008 10635 36 32262 5163 4433 14990 31587 50063 41151 10587 526
internal_value=0 -0.00680929 -0.000240111 -0.0265287 -0.0246323 0.00225772 0.00998302 0.0375471 -0.000906278 -0.00885612 0.00500231 0.00330268 0.00940824 0.0201376
internal_weight=0 6275.63 4707.43 1568.19 1334.26 23434.8 6809.24 1328.33 16625.6 7088.38 9537.21 5480.9 3373.17 250.493
internal_count=223821 41087 28972 12115 8377 182734 53832 9596 128902 63849 65053 44236 20595 1480
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=15
num_cat=0
split_feature=115 134 98 136 189 60 168 133 66 14 38 107 64 191
split_gain=58.468 58.0546 97.9422 78.8926 78.5299 71.5271 87.4793 73.2908 34.2607 29.3433 64.7903 22.3098 12.2837 8.208
threshold=-0.064754495615112373 -0.0076555547130466644 0.048520229764094085 0.43951040575287786 36.500000000000007 0.21970218202875921 11.556829022741946 0.035161277529594824 4.8881542369992292 -0.31429706685888742 -0.013267422672591071 0.65387464390352956 -0.22877998648320277 1.4333333333333333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 12 10 -10 -11 -1 -14
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.091209002086077268 -0.0096225949074914274 -0.0041873590568109569 0.012143137841156669 -0.00977223250294635 -0.029673193281053518 -0.099619282294411526 0.0031826449688896041 0.013606054202571445 -0.081202566477574928 -0.033600359620521464 0.50219896538264985 0.076930202222740843 -0.074763498737648981 0.20609679931766989
leaf_weight=4.6579165131843174 1717.8446151604294 2962.5288807811157 4292.468046955415 2660.8850816261111 2042.6537285255472 137.4247071038626 208.15443526729359 6490.1491677779632 4.1532623982639052 108.98290906451439 3.51436091234791 21.93706345820101 186.09458799977801 1.046386298679862
leaf_count=198 11176 21714 30268 22661 17136 1003 1324 42514 914 8079 131 113 66354 236
internal_value=0 0.000577783 -0.00392155 0.00375664 -0.0145883 0.00686819 -0.0376981 0.00874455 -0.0418273 -0.003944 0.186192 -0.0150798 -0.0692005 -0.0731931
internal_weight=0 20512.1 11958.5 6953.35 5005.18 8553.57 345.579 8207.99 330.386 138.588 7.66762 130.92 191.799 187.141
internal_count=223821 147796 91779 52929 38850 56017 2327 53690 76025 9237 1045 8192 66788 66590
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=15
num_cat=0
split_feature=107 169 128 130 112 172 33 21 110 116 166 130 96 19
split_gain=63.6182 74.5656 86.1991 69.9212 121.722 75.1242 64.4795 57.2847 55.44 36.1471 44.3773 12.8947 8.23749 6.39553
threshold=-0.37130963705608439 -0.22776823516107012 0.52687440670240648 -0.39070375111915784 -0.094586572155697421 0.30707660420326183 37.837140034272629 0.051197512270981578 0.29704603611011943 -0.29585897482897971 -0.38361557830789456 0.29449296967606836 0.14222558476473626 0.67577720284347109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -5 -2 -4 11 12 -11 13 -10 -1
right_child=1 3 7 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.05812184929408494 0.07131438121520299 0.025422181821178516 -0.16484569881638952 0.017653402097388433 -0.066605263058471115 -0.0015753359079699149 0.0044632354544375122 -0.0025205677414570798 -0.11850320531069568 0.081479127606427906 -0.038080105949392956 0.29320240046189622 -0.043718655205921414 0.20076342286249718
leaf_weight=22.508925940608613 387.56058355479036 224.9908853439556 31.568458832742181 2299.3681347779348 397.91570358906756 17459.47882826459 229.84511101816315 69.831734573002905 63.553803774761036 33.487071933224797 425.74330207990715 3.1172546150628468 19.172195203602314 3.6534858802333465
leaf_count=201 3835 13319 106 13550 3220 183436 2431 377 61 131 3064 22 50 18
internal_value=0 0.000738756 0.0323934 -0.000377612 -0.0333654 0.000662343 0.0464273 -0.0530565 -0.033082 -0.0403231 -0.0293618 0.100948 -0.101171 0.0780412
internal_weight=0 21100.6 718.806 20381.8 622.907 19758.8 617.406 101.4 571.236 541.956 459.23 29.2797 82.726 26.1624
internal_count=223821 220274 6749 213525 16539 196986 6266 483 3547 3306 3195 241 111 219
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=15
num_cat=0
split_feature=19 6 121 184 112 3 141 151 53 163 32 96 87 151
split_gain=81.6498 123.827 200.221 105.483 103.154 84.4033 79.1512 98.1311 67.9488 64.6222 62.3631 58.8183 42.4925 42.4464
threshold=-0.28489412392739283 0.7560211891227776 -0.0042554304892837907 -0.057097213181475592 0.20521482996236906 46.71796068361423 4.0817714955286748 -0.033551352166350794 0.047551971626010166 -0.080311767776439502 0.80575060674749033 0.083727427851881128 0.42866551088377169 0.55827219628746427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 12 -5 -3 11 9 -4 -8 -9 13 -2 -1
right_child=1 2 8 4 -6 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.041617690064061484 -0.047282962243619005 0.020851140398696573 0.0054371355867584717 -0.0084674500308682156 0.0079151914590720671 -0.098323695185159238 -0.0040737082296062061 -0.031246321559412017 -0.022859297135631434 0.03525533826428779 0.023366872539997207 0.080416634372007467 0.069298068244504671 0.85393221055290391
leaf_weight=54.51111475705693 548.74012257817958 70.060615682799835 1547.1063984891807 5671.8124446992297 11922.644932723968 391.57990444128518 611.69789184445108 727.48411614622455 1879.6932079706457 1317.9192796486022 293.42420017338009 272.25220892648213 33.153853772208095 0.53444001288153131
leaf_count=1872 24487 2455 13131 98460 38488 4993 3670 6986 20056 6476 1759 471 480 37
internal_value=0 -0.00221628 -0.0184129 0.00124864 0.00263402 -0.0802372 0.0146983 0.00952272 -0.0100842 0.0227878 -0.0155497 0.061355 -0.0406407 -0.0329228
internal_weight=0 22064.8 3888.44 18176.4 17594.5 461.641 3277.82 2950.53 3426.8 1929.62 1020.91 327.298 581.894 55.0456
internal_count=223821 202550 40635 161915 136948 7448 21271 18891 33187 10146 8745 2380 24967 1909
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=13
num_cat=0
split_feature=129 119 49 180 123 63 88 96 131 65 106 2
split_gain=65.2103 68.9773 70.7052 67.2232 226.223 131.857 46.7357 28.0632 19.1044 14.7414 12.8321 8.25975
threshold=1.0245748931830738 -0.29331198829089694 -0.044092333126438087 35.447791164658646 432.50000000000006 0.029933601865413561 0.00049186663939513925 1.6339801252579302 0.081858212641342978 0.012837689474733731 -0.2119515679698204 -0.3153820700317615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 -5 -4 8 10 -1 -2 -10
right_child=7 3 6 5 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.10693478447796206 0.10461744962901126 -0.04797359318143244 0.27305653164886506 0.013355282082770165 -0.0010217345923667284 -0.0022748249755631432 0.057972667895150848 0.049546023459807374 0.012068602929800229 -0.35028886858875441 -0.091460010711542403 -0.091889370761628245
leaf_weight=10.859752165852113 9.3221815284341556 1210.7816967732506 10.616794311907141 7654.4376468979754 6731.3563172402792 18303.559297641914 208.58920553053031 20.498628042638302 8.1031718826852721 3.2294515212997785 5.1991373654454938 134.5172503250069
leaf_count=78 8 26794 30 70648 37637 85404 492 29 73 17 151 2460
internal_value=0 0.000243911 0.0544329 -0.000129009 -0.00817956 0.00233415 0.0683898 -0.0605017 -0.074857 -0.162715 0.0344149 -0.0859829
internal_weight=0 34133.4 233.295 33900.1 7942.14 25958 219.206 177.64 157.142 14.0892 14.5213 142.62
internal_count=223821 221100 617 220483 64431 156052 522 2721 2692 95 159 2533
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=12
num_cat=0
split_feature=163 8 94 169 164 1 127 13 20 2 20
split_gain=39.7685 46.6125 49.5138 52.102 48.4595 43.3043 42.3052 23.6542 12.2875 11.2548 3.29407
threshold=-0.39026531489410748 -0.31905727886324409 0.016340340695139507 -0.10232284859957021 -0.18168672771095298 -0.42617704190980593 -0.54641019915203459 -0.27089868443033233 0.83350476528504935 0.17889583130889211 -0.48737999081971101
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 10 -1
right_child=1 5 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.064156629877710369 0.031026047837815221 -0.05285506753160947 -0.050401375661664617 0.13514516377065672 0.11292910337248158 -0.023501327187909919 0.0010770995793737801 0.089487634571592783 0.37498429393727584 0.1562936339313363 -0.065547224718971994
leaf_weight=1.9914781083352853 142.5541654220724 202.08379512408283 87.106982660479844 72.505842649698025 22.951780136674643 718.08899991121143 28273.721535214689 12.390255733742377 0.65577009227126737 2.3792342133820048 116.71110406427761
leaf_count=84 3172 4417 744 1742 150 8616 197711 150 31 14 6990
internal_value=0 0.000556306 0.0382116 0.066129 -0.0163403 0.000137135 0.000468324 -0.0446319 -0.0567167 -0.0590548 -0.0633712
internal_weight=0 29531.4 325.119 215.06 110.059 29206.3 28991.8 214.474 121.738 121.082 118.703
internal_count=223821 216702 5808 4914 894 210894 206327 4567 7119 7088 7074
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=15
num_cat=0
split_feature=191 116 142 159 132 59 53 176 71 130 104 101 86 63
split_gain=55.2868 58.0503 127.348 106.655 105.316 78.4701 89.592 76.6838 14.1194 30.6227 34.2042 7.11956 15.1613 0.0936666
threshold=2.7385566629752791 0.40913614951075494 0.22518991444532163 0.15375684387909935 0.15587291960896552 0.84336650602989527 0.59915039625552358 1.337330580519297 1.5329836487456603 0.56465966216743391 0.9429748268911996 0.10530119893156108 0.11726124200093653 0.026282284079279791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 11 -10 -11 12 -2 -13
right_child=8 5 4 -5 -6 6 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.019644869875470251 -0.062203025056103256 0.024337713823553472 -0.0079167917321509695 0.0052971604514328819 -0.049999155163229024 -0.055441736468812036 0.0032383000720110529 -0.021905522499610062 -0.084824240651509425 0.48021761789575906 0.04643423911237872 -0.10108385542772309 0.081542146291571055 -0.084269351673747162
leaf_weight=2033.1598493344136 46.905316188669531 2917.0698615383008 1672.5433080366929 10935.755662903139 922.81155874134856 319.42036810191348 1403.125317605678 408.85847015259787 19.320321428123862 2.0683439593995017 15.003001900884554 3.4392127893515854 8.6982138201128674 90.249450201110449
leaf_count=61081 316 23946 8263 113240 4756 1015 7812 1672 316 12 173 35 35 1149
internal_value=0 0.000362853 -0.00265953 0.00138695 -0.0228797 0.00968076 -0.00764304 0.018653 -0.0544485 0.00140352 0.0989909 -0.0680631 -0.0397166 -0.0848866
internal_weight=0 20612.7 15564.3 12968.9 2595.35 5048.47 1722.55 3325.93 185.684 36.3917 17.0713 149.292 55.6035 93.6887
internal_count=223821 221785 187340 174321 13019 34445 8827 25618 2036 501 185 1535 351 1184
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=13
num_cat=0
split_feature=157 73 80 44 108 175 197 104 85 58 163 145
split_gain=62.6812 62.1092 82.2066 70.2014 43.8806 50.8656 40.3638 26.158 19.0483 11.0574 18.9021 10.6263
threshold=0.27366379671925084 0.59254971633777587 1.1358429387603832 0.88319095456876895 1.8699683451948523 0.17662614738387947 0.15659032729312342 0.63722634167877856 3.8146915231835172 -0.18313560508603791 -0.018665626042108342 5.7538407085523042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -4 -3 9 10 -2 -11
right_child=8 4 6 -5 5 -7 -8 -9 -10 11 -12 -13
leaf_value=0.00053008058033569448 0.16069092461184833 -0.011051215039306049 -0.021620880785115513 0.040649225000392503 0.19651137320441125 0.0044794168790411931 0.079581688421308805 -0.038708217265765774 0.93386603018432024 -0.058485480143667425 -0.069080208326928988 0.11731527530635694
leaf_weight=18890.960109213473 6.5037192427553236 637.38385054984246 49.188468559877947 446.4648977124707 14.276772500015793 407.56619559583487 198.24917077692226 737.85775548266247 0.19668010296299954 231.25932434804054 7.9650890774209966 3.4901641788892439
leaf_count=137930 195 6760 891 5535 68 2477 973 11374 7 55913 1648 50
internal_value=0 0.000556632 0.00218923 0.00145636 -0.0172356 0.0109785 0.0594635 -0.02589 -0.049866 -0.0506424 0.0342018 -0.0558717
internal_weight=0 21381.9 19584.9 19337.4 1797.08 421.843 247.438 1375.24 249.415 249.218 14.4688 234.749
internal_count=223821 166008 145329 143465 20679 2545 1864 18134 57813 57806 1843 55963
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=15
num_cat=0
split_feature=115 161 158 73 195 118 133 130 130 180 107 44 194 151
split_gain=73.3398 79.6796 168.543 230.23 140.248 108.69 228.172 121.133 41.2747 41.3004 46.9702 28.2423 10.5307 7.71239
threshold=-0.17518756583639053 -0.029366608398858064 -0.10802226306061717 0.57578705680550368 0.21933072122462358 -0.0052672735344021079 0.53760415764799296 0.35402983118048709 0.095255374088569766 42.010040160642582 -0.44993562669910464 0.76771753751973404 1.0710553234498879 0.050464936665582112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 10 -10 -11 13 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.092683010281847458 -0.014037901204961081 -0.035218033169761576 0.083732502271364875 0.018258414674408866 0.018620404526362943 0.0087643975187221279 0.040746979936128858 -0.014320008796771153 -0.089720863754631217 -0.061706494972413574 0.017886862425260629 -0.31098624101448508 0.065009179128166839 -0.044886660302160535
leaf_weight=125.57234491694544 5257.0837733145891 2324.2364235487184 376.17598574073054 3804.7795140277594 2742.8642158849107 6037.5171727660781 476.45327038760297 3645.7535679960856 48.265547680435702 94.011253862525336 254.19573067629244 4.7757930755615225 5.1707134080934329 46.173355321821873
leaf_count=8940 42903 54472 2349 6394 29342 52073 3845 8630 132 1370 8637 2 59 4673
internal_value=0 0.00066934 0.00642335 -0.000477736 0.0264733 -0.00494499 -0.0222949 7.31135e-05 -0.0353616 -0.0176199 0.000715257 -0.0737578 -0.0755998 -0.0798331
internal_weight=0 24664.9 12180.9 9061.86 3119.04 12484 2800.69 9683.27 578.165 401.248 302.461 98.787 176.916 171.746
internal_count=223821 200008 80988 49297 31691 119020 58317 60703 23813 10141 8769 1372 13672 13613
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=15
num_cat=0
split_feature=19 8 55 76 110 59 45 170 1 95 126 13 6 25
split_gain=69.3108 135.378 81.5882 149.756 267.028 98.2071 111.085 93.7578 69.7783 64.8937 62.0416 70.5036 53.9349 40.6498
threshold=0.47233909818251169 0.24951444414426149 -0.12470896387666536 -0.041500284613907298 0.1496482040147892 -0.0083003452091470111 -0.023366657369171231 -0.064502624933336708 -0.54541238216397847 -0.02564727035076252 0.95591875113977043 0.40331900426006478 0.025382928741010433 0.24248794730544412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 9 -5 7 -7 -4 13 -1 11 -3 -10 -2
right_child=1 10 5 4 -6 6 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.17921724094171054 0.11724121215906398 0.062720247286227201 0.00056659873524186487 -0.063285506023538468 0.043043847494360535 0.014064539289084048 -0.0018485514277016041 -0.016348858316234127 0.52233204657222998 -0.088346513253496156 -0.084054667062371427 -0.079333211997517028 -0.049889611082746838 -0.070344590061958201
leaf_weight=80.491901386354584 41.365479871630669 278.27512131433468 7622.5812083955389 316.7560125234304 928.52364943257999 7360.4944767853012 10858.227806577081 5747.3344302264159 1.6501868274062861 10.214944767416453 42.274781502899714 39.95539366605226 904.24839587730821 16.02820519451052
leaf_count=535 18 1578 40145 5497 2486 25000 87894 38945 9 488 265 2155 18747 59
internal_value=0 -0.0225096 0.000827673 0.0250334 0.0159973 -0.000196065 0.00458045 -0.00670486 -0.0420728 0.149086 0.0297646 0.0448847 -0.0488473 0.0648545
internal_weight=0 1323.8 32924.6 1335.99 1245.28 31588.6 18218.7 13369.9 963.292 90.7068 360.505 318.231 905.899 57.3937
internal_count=223821 22831 200990 9006 7983 191984 112894 79090 18833 1023 3998 3733 18756 77
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=15
num_cat=0
split_feature=157 15 168 95 195 190 67 180 22 163 22 16 117 158
split_gain=38.3082 36.7678 54.9893 59.7344 48.0089 52.9637 47.9127 43.0455 7.29763 39.441 8.11899 25.3514 7.81509 4.26495
threshold=-0.44008793154397435 1.3525328243145245 16.412077727918536 0.35376354268406002 0.40719562344267146 0.16929588303193577 -0.13568487630706458 50.644578313253014 1.4021828947640909 0.14718326848773258 0.090593090775491672 0.29065583295808445 0.18521921173196801 -0.34626826233998831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 10 -10 11 -1 -11 -12
right_child=1 2 7 -5 5 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=-0.062514648347391025 -0.058749270427316196 0.0031116131153661325 -0.016938622228518437 0.023147424949923175 0.014760510734810684 -0.0096246700144237765 -0.0086433678564535824 0.015333723472359667 0.89134414099602111 0.43319162716758125 -0.068061081214743732 0.24548840542706585 -0.039283118263204686 0.055965548763401797
leaf_weight=10.658155131211968 197.75761620572302 15931.982613865053 2095.2019891952514 1641.3250031427015 2082.2773915257421 1556.462686311279 5456.792950820527 514.86412894004025 0.51103764958679487 0.36796715226955701 118.22860383393709 3.5665972748247432 7.204937017057091 2.8391581432078956
leaf_count=471 2159 120188 17744 9671 17519 9400 38072 3693 15 10 4320 214 304 41
internal_value=0 0.000574808 0.00297133 0.00498293 -0.00463002 0.00432981 -0.0103957 -0.0105725 -0.0512408 0.041054 -0.0567556 0.0147115 -0.0163256 -0.0651525
internal_weight=0 29476.7 20183.4 17573.3 9293.29 3638.74 5654.55 2610.07 143.376 8.08394 135.293 14.2248 7.5729 121.068
internal_count=223821 218446 151296 129859 67150 26919 40231 21437 5375 329 5046 685 314 4361
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=15
num_cat=0
split_feature=157 61 76 73 195 58 84 189 193 92 34 100 144 17
split_gain=54.2689 105.68 105.615 68.3572 65.0917 116.159 108.167 100.798 102.031 64.1923 55.6245 43.1497 20.4066 40.4169
threshold=-0.31760649712962558 0.4496840383330406 -0.12458726866894629 0.14786943670204791 0.32018038629346435 1.2671906957964565 0.010293331273307145 43.500000000000007 -0.012709157485824249 1.2797064829363689 0.4412429573904017 -0.017562634142669693 0.082410490392126348 -0.32721985987157132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -2 -4 -7 -9 13 -3
right_child=4 12 9 -5 5 10 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.066476706459700399 0.0073347169455671921 0.54726931569678905 -0.038072463455239819 0.1314683320235373 -0.0056589157097661396 -0.1130418035098319 0.014335403606519918 0.017835205825683802 -0.017125745658038784 0.31561285060549027 -0.02503427850168996 0.1254350253946041 -0.074338934947608015 -0.008990415927796409
leaf_weight=21.779532270680647 2674.2637381164241 1.4090860096039275 203.78018986172901 87.679250196320936 4152.2296961490938 82.451100710721221 7766.6586767352783 70.568949770880863 4706.6176877588769 5.2641141146887085 556.82458878471516 78.982879905408481 312.0241628372678 17.887897115288069
leaf_count=108 24523 16 18872 127 31745 406 89916 603 47320 204 2729 797 6215 240
internal_value=0 -0.0286277 0.0125029 0.0920823 0.000734616 0.00514255 0.0073699 -0.00661629 -0.00826316 -0.029166 -0.0363851 0.074662 -0.0681671 0.0316283
internal_weight=0 649.824 318.503 109.459 20088.6 12558.2 11918.9 7530.43 7380.88 209.044 639.276 149.552 331.321 19.297
internal_count=223821 25782 19311 235 198039 124796 121661 73243 71843 19076 3135 1400 6471 256
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=15
num_cat=0
split_feature=14 180 91 14 163 185 168 170 178 11 17 148 174 82
split_gain=60.1023 57.205 80.2078 81.0202 76.4662 112.831 100.05 44.6974 34.227 44.1036 31.6864 23.0433 20.1513 20.4296
threshold=0.13991668450957209 39.935073627844723 0.0659887144841797 -0.29664862651767104 -0.20866215431124371 0.009464386098675311 28.808970192918242 -0.23980717362735651 -0.23014517212804769 0.24548414020123221 -0.43099867184186375 -0.061903587994872306 4.2606254385690878 0.22419599480158767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 9 10 -2 -11 -10 -14
right_child=8 4 7 -5 6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.016698903081126298 1.6965968062335941 0.053901579106797805 0.18599760651603628 -0.0045438157374556717 -0.0063020409991088313 0.0092051594812651832 0.040754971097016923 -0.039438299658898557 -0.043788522048715715 0.22602938344122123 0.014820008304759985 0.74094572500194866 0.071340155430690458 -0.044294527730546346
leaf_weight=2146.7873342693783 0.1125508887344101 751.63715917803347 8.9129844596609455 10970.772129383739 3687.7640691955312 2271.9563447702676 514.90701199532486 664.47697438087198 493.33137302011164 3.1389095963677391 24.231784530711593 1.2018836280913081 32.506048626499251 28.828855769708753
leaf_count=11268 41 4669 49 67467 31078 9187 4222 11120 83482 29 571 50 319 269
internal_value=0 0.000981315 -0.00279518 -0.00106728 0.00818856 0.0203163 -0.000536663 -0.0364544 -0.0315593 0.0749547 0.0225953 0.3686 -0.0370677 0.0169891
internal_weight=0 21017.2 13790.9 13117.6 7226.26 3023.59 4202.67 673.39 583.351 28.6851 24.3443 4.34079 554.666 61.3349
internal_count=223821 139060 89904 78735 49156 13856 35300 11169 84761 691 612 79 84070 588
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=15
num_cat=0
split_feature=186 190 63 57 128 121 93 67 147 174 142 127 74 147
split_gain=74.147 88.0969 87.4391 120.992 91.391 115.882 108.743 75.6385 51.5275 53.7158 49.7983 46.8603 51.1478 34.2126
threshold=65.250000000000014 1.8830969030969034 0.64832957055268936 10.365380128478474 -0.0022118409266195685 -0.21818403261344615 0.87725080956412571 0.023836628044191469 -0.42812296372794728 -0.009636145694086615 -0.073351214856349448 0.34290816075555591 0.67542349405571034 0.85970973244634796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 10 5 -1 -6 -5 -2 -10 -4 13 -13 -3
right_child=1 11 3 7 6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.067127545715900655 -0.082734319555819572 0.040581268136251451 -0.08403821663287403 -0.12001189747889728 0.0075581663094784939 -0.0072125397052279555 -0.014092521054585194 0.0078172910930866032 -0.079218840909213425 -0.014545992215374788 0.069062093587038728 -0.069830975176724916 0.0031981229743636786 -0.045748848829840635
leaf_weight=342.78282767960627 215.70423585455865 347.15685592591763 22.15916208922863 51.146483832970262 13497.315440052495 5539.3493706474837 2801.3000854803249 487.45669825188816 161.00343298562802 634.7396072037518 515.12896262295544 133.27854702994227 341.99111270904541 52.900292042642832
leaf_count=6889 434 965 115 224 99590 100779 5276 2041 403 1247 4939 221 562 136
internal_value=0 -0.019281 0.00133126 0.0291722 -1.91776e-05 -0.0107041 0.00383699 -0.00432154 -0.0393827 -0.0276313 0.0627478 0.00394675 -0.0172812 0.0291657
internal_weight=0 1886.77 23256.6 1075.89 22180.7 5882.13 16298.6 538.603 1011.45 795.743 537.288 875.327 475.27 400.057
internal_count=223821 3968 219853 7319 212534 107668 104866 2265 2084 1650 5054 1884 783 1101
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=15
num_cat=0
split_feature=95 95 130 110 158 89 91 126 61 74 77 130 113 115
split_gain=68.9675 163.366 186.622 120.04 117.106 104.473 107.604 92.5918 164.238 126.263 64.3494 66.1726 47.8397 40.155
threshold=-0.034670238587282007 -0.028039777354277554 0.041021928179355661 0.22546584275028395 -0.22024209988313068 -0.097296514798914047 0.008053932248236504 0.92345532524402685 0.069637510503324465 -0.25299561668792481 -0.02741951108359374 0.1242564020262721 -0.41403932758723611 -0.026505293501427159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 6 -6 8 -3 -9 -1 -12 -7 -4
right_child=1 7 13 -5 5 12 -8 9 -10 -11 11 -13 -14 -15
leaf_value=-0.082001373265484762 0.084342474285197921 -0.017583617955212121 -0.062451486554323934 -0.17247586573106988 -0.07616964684442723 0.086488658034032259 0.074332712921520647 0.086243171938340413 0.0034282793409593942 0.0038860883811523612 0.06147496204923817 -0.071809546518883785 -0.064526049641460137 0.032333571968039265
leaf_weight=47.840258769923821 550.65083508117823 6728.6680788267404 148.64121208456345 18.822211322840303 73.762568118341733 21.635506154154427 133.45132932584966 188.23160216514952 8319.5117140999355 16866.043545832683 264.07125892420299 43.366597666870803 689.52917108943802 63.913227593991905
leaf_count=387 4440 85460 1907 109 1578 317 1784 558 44967 65359 1443 924 13929 659
internal_value=0 0.000850385 0.0460093 0.0758541 -0.0228659 -0.0417258 0.0207579 -0.000249703 -0.00596702 0.00479508 0.0258858 0.0426741 -0.0599318 -0.0339505
internal_weight=0 32884.5 782.027 569.473 1273.66 918.379 207.214 32102.5 15048.2 17054.3 355.278 307.438 711.165 212.554
internal_count=223821 203459 7115 4549 20362 17608 3362 196344 130427 65917 2754 2367 14246 2566
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=15
num_cat=0
split_feature=152 101 79 152 150 94 73 137 129 101 56 79 155 13
split_gain=37.2688 57.0213 53.1499 76.171 52.5755 71.8874 90.3819 71.7208 52.951 65.9618 41.8851 43.2639 41.2805 40.0854
threshold=0.44049264903258017 -0.021685913711752991 0.38882735408211916 1.1402779820065672 0.89000118023260433 0.012416733197132155 -0.033870506345193889 -0.0098545283677335463 1.0153432602503025 0.20344029875317779 -0.17467416260438259 -0.0064950162550005243 -0.06390938916171067 -0.10361971368147814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 12 -4 5 7 -7 -1 9 -6 -2 -12 -3 -10
right_child=1 2 3 -5 8 6 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.00049772018616703556 -0.061702808093038179 -0.006924702391969819 0.010453912030554414 -0.10254172980284278 0.0012516086172356512 -0.02831122897808443 -0.00063153744458079866 0.016066569896655915 0.000249973524011603 0.080251500417719668 0.0072093156941123648 -0.046827866861379165 0.041742388949949055 -0.019599466651050043
leaf_weight=5576.8553758079943 115.72347780549899 209.14378520473838 464.15094943484291 68.456383992917836 1627.1216889207717 1394.4107785411325 7659.9592847129097 4920.0930502556148 1428.3316568918526 113.03366504155565 1259.1026498400606 167.92352711921558 1045.8722490989603 3536.2437429409474
leaf_count=55444 930 804 3056 326 12001 11615 49116 37885 10422 798 11126 924 9282 20092
internal_value=0 0.0102435 0.0223993 -0.00406949 -0.000985888 0.00163458 -0.00489433 0.00726624 -0.00862731 0.00638313 -0.00384164 0.000850558 0.0336322 -0.0138887
internal_weight=0 3330.37 1787.62 532.607 26256 19551.3 9054.37 10496.9 6704.73 1740.16 1542.75 1427.03 1255.02 4964.58
internal_count=223821 26448 13468 3382 197373 154060 60731 93329 43313 12799 12980 12050 10086 30514
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=15
num_cat=0
split_feature=70 82 155 77 26 116 115 47 193 105 157 73 85 8
split_gain=51.7598 102.521 71.813 71.514 67.5898 82.1746 64.2398 73.9329 63.9285 62.2304 60.4842 60.1305 56.3054 54.043
threshold=-0.021836549156772484 0.31100418645748124 0.047636168344768963 -0.033082629809717393 -0.019450019118045964 0.023596716732236674 0.2850556717043069 0.20012195752318254 0.087075488668003811 31.349914524449602 -0.41514190564819103 -0.11550322719338836 -0.081812756071575565 0.0044226569432022815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 10 6 8 -6 7 -1 -5 -8 -3 12 -2 -13
right_child=1 2 -4 4 5 -7 9 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.00087854041816710221 0.080927958963437518 -0.057654030038917371 -0.035778432346810295 0.041006125051833209 -0.065372233641350058 0.015585190656836929 0.021575705005374597 -0.037674059258056281 -0.08079148872810886 -0.030652574750529474 0.01382997493517793 0.0050293438201666867 -0.069878038050112112 -0.016045287258111322
leaf_weight=5192.6870684415699 27.209541566855478 122.37263682488992 351.67152945769703 1175.709524907521 159.19458147700425 590.2468887900468 1923.0397643516771 610.24347433855291 44.733651277747413 258.8415927211754 3614.5415151766138 1638.5846649010346 274.76860745671001 4727.1307561246358
leaf_count=28321 117 2753 13778 18579 7791 2807 18748 2668 516 2612 21896 55140 18255 29840
internal_value=0 -0.00504393 0.00742347 0.00496186 0.0220264 -0.00161159 0.000751983 -0.004748 0.0365418 0.0153797 0.0114891 -0.0126889 -0.0562898 -0.0106205
internal_weight=0 10756.3 4088.59 9954.7 1969.88 749.441 7984.81 5802.93 1220.44 2181.88 3736.91 6667.69 301.978 6365.72
internal_count=223821 141779 38427 82042 29693 10598 52349 30989 19095 21360 24649 103352 18372 84980
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=15
num_cat=0
split_feature=173 142 110 160 186 124 121 74 127 95 106 93 127 6
split_gain=55.395 144.174 89.7021 89.0909 82.9535 76.056 68.0057 67.5028 57.8932 111.297 73.1208 52.4472 50.3105 53.4059
threshold=-0.063995320973729716 -0.025887883728439327 0.20950522343422515 -0.12086740918205803 25.750000000000004 -0.30098872211443167 -0.18470190868625833 -0.056611281923049823 -0.31460280702027416 -0.044172448465973395 -0.30593636670221314 0.049427142509799099 0.1436802187199567 0.37727901315239626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 7 8 -3 -4 -2 9 -1 -10 -5 -6 -14
right_child=1 2 6 11 12 -7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=0.072805436414566813 -0.01469969767118804 -0.041642157055029397 0.057366121391173357 0.022515938870254552 0.040305485227785848 0.010661399138721002 -0.016216135965840744 -0.069599479740398734 -0.032854057736258352 -0.047483195276277174 0.0051486110670662007 -0.050460307050526634 0.020903092457788403 -0.025591345535348073
leaf_weight=90.57726460788399 338.16663487674668 294.3847651586857 130.81422682013363 340.13777412200579 904.26335017883684 5000.2941056424879 3152.8078979082929 663.19289074745029 540.20211020158604 510.12220834605978 8068.8720709069166 138.61730838284711 1044.5459721227526 323.58424289186951
leaf_count=772 1427 18648 521 12010 6210 86611 31244 1857 2734 2155 50679 3204 4352 1397
internal_value=0 -0.00527277 -0.00029968 -0.0340953 0.00489176 0.00775332 -0.0132847 -0.0510594 0.000669717 -0.0293453 0.00276402 0.00138662 0.0220033 0.00990643
internal_weight=0 10058.4 8578.3 1480.11 11482.2 5294.68 3283.62 1001.36 9209.77 600.699 8609.07 478.755 2272.39 1368.13
internal_count=223821 155522 137024 18498 68299 105259 31765 3284 56340 2927 53413 15214 11959 5749
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=15
num_cat=0
split_feature=81 0 97 53 67 14 73 118 117 195 4 116 107 23
split_gain=79.523 164.218 111.96 120.677 97.106 84.1152 79.7552 74.0236 70.6124 61.7439 69.828 57.9076 52.8555 40.8261
threshold=1.1711062031919022 0.5898745892553855 0.39409664005619027 -0.052226339295469416 -0.14653466827487474 -0.093053410914402848 0.10641003272243453 0.42601108765012863 4.5509676959206882 0.34548147826304126 -0.056949449637736162 0.085344560329043459 0.091049156788356955 0.33982527363754933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 13 11 8 -6 -7 -4 -1 -11 -3 -5 -2
right_child=2 4 5 12 6 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.068078327995474405 -0.080439361064851944 -0.057389887660507802 0.026261076078082347 -0.010693629585346611 -0.012749159631171582 -0.064783304350794865 0.0036139466054056278 0.012364638346245209 -0.026788320667646505 -0.093965341242716355 0.029375994224038301 0.090111840282396272 -0.092677283597027746 -0.17366205442849633
leaf_weight=451.02409015936428 197.10666754108388 396.55205939090229 933.08073661383241 567.17088763247011 3599.9616719883634 327.27042885031551 17260.552521394478 200.60830269940197 343.19943384826183 49.892551263270434 573.5768587772036 28.530868125148118 91.296948738861829 61.678342378232628
leaf_count=2114 390 7283 3414 1679 145344 856 58285 353 845 364 2505 44 238 107
internal_value=0 0.00175139 -0.0163532 -0.0447996 -0.000174056 -0.00189077 0.000790116 -0.035465 0.0119958 0.0398943 0.0195057 -0.0474898 -0.0220607 -0.102658
internal_weight=0 22360.1 2721.41 917.253 21285.6 1804.16 20860.5 527.879 1276.28 1074.49 623.469 425.083 658.468 258.785
internal_count=223821 215939 7882 2414 210956 5468 203629 1209 4259 4983 2869 7327 1917 497
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=15
num_cat=0
split_feature=172 73 73 7 148 179 54 156 72 107 127 119 63 183
split_gain=63.9845 213.843 71.2107 71.5197 179.882 83.1088 69.0653 62.2927 56.6759 53.2148 43.1332 28.6156 20.0544 16.8818
threshold=0.24355854157164461 -0.26078860941592436 -0.29717073470231331 0.16344893929612228 -0.08279349208704212 -0.32066153535795611 19.402212075047174 3.5817427904675232 0.1538612881419901 -0.22296412791632103 0.12485022944394147 -0.092769429943815915 0.0077347827587130264 0.98282893478676625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 4 -4 -5 7 -3 13 -8 -10 -1 -13 -2
right_child=2 6 3 5 -6 -7 9 -9 10 -11 -12 12 -14 -15
leaf_value=-0.13465931760940567 0.005450170175259777 -0.017802664256543886 -0.012425982335471847 0.041089886768418765 0.020555752328589274 -0.00204520240850606 -0.0018252636588270881 0.14091319310614936 -0.069589239247664955 -0.073363257890101813 0.056350753217519436 0.1107716638839619 0.0042106495572230901 -0.088887874260761002
leaf_weight=5.5455517214722923 21.235204757773317 595.99601889285259 2446.5696561344666 455.03143290744629 5102.2617099449853 24304.160249222361 131.74779003905132 25.798854185966775 43.514874602085911 493.39740204345435 72.510012714192271 132.6068307980895 20.374438955448568 177.7513276488171
leaf_count=69 249 3285 11030 1689 20965 177842 354 624 1121 3401 254 96 140 2702
internal_value=0 -0.0209073 0.000884151 0.00134549 0.0098664 -0.00125245 -0.0348153 -0.0112174 -0.0464313 -0.0582868 0.00911724 0.0884904 0.0965796 -0.0788204
internal_weight=0 1405.47 32623 32308 7548.83 24759.2 1246.94 621.795 315.011 625.145 116.025 158.527 152.981 198.987
internal_count=223821 7969 215852 211526 31995 179531 7664 3909 4326 3755 1375 305 236 2951
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=15
num_cat=0
split_feature=19 0 72 140 141 40 49 37 14 28 91 65 114 129
split_gain=36.5913 75.0959 81.2082 76.0762 48.862 59.5421 48.3039 47.0324 73.7383 101.592 87.4829 62.3431 51.0301 41.6401
threshold=-0.054872792863112467 7.8205488441957831 0.26683187298913918 -0.29427171972133442 6.3094155218050565 2.7819899287314098 0.22734048956242969 25.977373172867843 -0.076202014083440586 0.029144462184050215 0.091696807582897569 -0.19627698192815576 17.473282764156515 1.0187347616272378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -3 8 9 -2 -10 -9 -13 -6
right_child=7 2 3 -5 13 -7 -8 11 10 -11 -12 12 -14 -15
leaf_value=-0.0086563191947001249 0.028820709041640039 0.007569754145052409 -0.011979598212244893 0.055075790947254788 -0.01884311960669173 0.030401174032169055 -0.026034764222890756 0.19823657505028003 -0.0074075260745847223 -0.0013088188338000334 0.029348871370029173 0.018421311735425615 -0.0043216649851582399 0.0020674907272324895
leaf_weight=1132.0657783968345 1830.4145041528391 1639.4586826222949 238.39150791266002 582.87080804444849 4474.8904334841936 595.70265781518538 578.74648507428356 17.861992204678245 9163.1656649444485 2879.8327071204258 696.76370531832799 3041.363789731462 1460.2741817727219 1209.7630064860859
leaf_count=17894 18438 7633 2086 3614 38927 4345 10003 112 63847 22729 2783 14704 9178 7528
internal_value=0 -0.00448916 0.00874792 0.0356113 -0.00991703 0.00480998 -0.00119792 0.00287137 0.000106897 0.0103996 -0.00481009 0.0117836 0.0110438 -0.0143931
internal_weight=0 10451.9 3039.47 821.262 7412.42 1727.77 2218.21 19089.7 14570.2 4710.25 9859.93 4519.5 4501.64 5684.65
internal_count=223821 92030 23336 5700 68694 22239 17636 131791 107797 41167 66630 23994 23882 46455
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=15
num_cat=0
split_feature=167 118 18 73 107 171 76 115 180 125 101 126 107 174
split_gain=52.9766 56.4599 48.4652 65.976 61.2073 48.0321 45.6343 41.5084 24.7645 21.4826 16.9135 17.2597 13.9749 12.9586
threshold=-0.24167835467016704 -0.21806870596601549 0.27188503401749714 0.37390342091883672 0.3589597035880851 0.70806820376681845 -0.19729170919648961 0.46250230914585694 35.192101740294518 -0.41435918894339874 -0.087682876115163191 0.90165039987506801 0.046038705155661989 -0.061098818381080715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 9 7 -1 -7 -2 12 -12 -8 -9
right_child=1 2 3 -5 -6 8 10 13 -10 -11 11 -13 -14 -15
leaf_value=-0.074456703432855251 -0.23225235268672562 -0.022280551382499011 -0.0010362422186746881 0.015671736814017789 0.0078570278255917312 0.08913127131147873 0.36869752281574947 0.14015774776954623 0.031745916574190375 -0.028608361010061856 -0.096734876055209834 -0.042639770822764489 0.023249079618756271 0.024535517669465184
leaf_weight=20.555107863619924 5.8850370794534674 1978.8326072492928 14050.691212991907 2841.3342733575701 1021.8861234961078 119.9652049014112 1.2784227466472646 27.11979403719306 201.53793387790211 43.250037456862628 77.554759417100286 246.29011442624324 13.945350214751668 15.085386436432598
leaf_count=78 23 11708 128319 25385 7593 1161 27 39 2121 1473 8223 37448 196 27
internal_value=0 0.000414282 -0.000306231 0.00177413 -0.0120173 0.0390854 -0.0362535 0.0420762 0.0531586 -0.0529993 -0.0507521 -0.0555945 0.0522583 0.0988309
internal_weight=0 20263.4 19892.7 16892 3000.72 370.638 401.829 62.7603 321.503 49.1351 339.069 323.845 15.2238 42.2052
internal_count=223821 177783 173005 153704 19301 4778 46038 144 3282 1496 45894 45671 223 66
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=15
num_cat=0
split_feature=77 113 131 157 64 152 166 8 166 2 99 126 90 62
split_gain=57.6315 68.4356 109.528 90.1199 84.2612 53.0258 60.9774 57.4247 37.2331 28.7462 26.2714 11.3218 5.75748 0.125755
threshold=-0.15977782285066197 -0.09817955392981785 -0.33704836978686531 -0.30939413277808919 -0.016161686373143042 -0.33831987013174636 -0.026285141165235729 -0.22163527508310518 -0.35222722995910077 -0.24429307914199255 0.097839515371807947 0.8960610125454701 0.11905016636456134 -0.022596889133035456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 11 -11 -10 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.092065906041244816 -0.096927376716262656 0.052072956509968495 -0.014748686626448874 -0.060452139354264758 0.0032384848209662145 0.030304724023751423 -0.015090924960504357 0.0074525686907020525 0.081187374967161774 -0.038533248384129075 0.073802405040590033 -0.10077260197020843 0.27220621751897012 0.12006557928784092
leaf_weight=4.0340757109224796 79.552788225933909 83.20652654778678 3147.8657377016243 492.18090270571702 15084.071538066735 1682.1407816025312 359.0566458311805 156.18405432841973 3.5578286405652753 222.93932763754856 22.962766443059081 87.946462574764155 2.8836135864257812 2.6628832370042783
leaf_count=37 116 893 38253 4318 107794 12892 43350 2005 26 13669 200 245 13 10
internal_value=0 0.000759501 -0.00122282 -0.0441799 0.00013288 0.0171333 0.0223194 -0.0277719 -0.0403288 -0.0458486 -0.0280431 -0.0936977 0.154068 0.103199
internal_weight=0 21084.3 18807.3 575.387 18231.9 2276.93 2041.2 235.737 346.987 337.406 245.902 91.5043 9.58057 6.69696
internal_count=223821 209621 151258 5211 146047 58363 56242 2121 14200 14140 13869 271 60 47
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=15
num_cat=0
split_feature=19 96 16 128 181 155 103 195 8 141 8 104 95 96
split_gain=71.7195 79.6259 130.876 106.734 107.96 105.869 97.17 65.3168 61.2222 43.926 53.11 42.0489 31.6943 26.1323
threshold=-0.47236426103468804 0.83884466726589313 -0.35661570840925455 -0.046827027685447699 0.015755356050350871 0.064617077701789774 0.90236300965006544 0.39018435950275038 -0.097799214806903303 4.021144414694267 0.74898145349719047 0.16056293945972597 0.22076431132880284 0.64047857433940347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 8 4 -2 -5 -4 11 -3 12 -11 -1 -9 -13
right_child=1 2 6 5 -6 -7 -8 9 -10 10 -12 13 -14 -15
leaf_value=-0.017032637793942526 -0.036790684236514055 -0.020157380924358037 -0.032928591859912468 0.011263456750507893 -0.0021558907367768255 -0.0072858808054493329 -0.0026702627938388819 0.53820934445243229 0.052830730161568598 -0.018828410744687454 0.0621217199985208 0.12964811289712749 0.11763378532753306 0.043417040892584864
leaf_weight=35.900926334114047 1234.1238122771611 159.38653645664454 2226.3697915137745 10713.363395596039 3324.1442042014096 4316.6508311124126 2028.1110486136749 2.3818301850551489 411.95277013164014 270.41094467541552 115.73640607018024 111.70468335239275 7.2333944886922836 51.276241656392813
leaf_count=864 63841 352 5349 65946 27833 50815 4584 110 2443 987 299 268 13 117
internal_value=0 -0.000963693 -0.0124696 0.00187092 -0.0115331 0.00593605 -0.0185044 0.0341855 0.0324692 0.0106911 0.00543403 0.0809379 0.221816 0.102519
internal_weight=0 24414.1 4825.82 19588.3 4558.27 15030 4254.48 594.644 571.339 395.763 386.147 198.882 9.61522 162.981
internal_count=223821 221163 12728 208435 91674 116761 9933 2658 2795 1409 1286 1249 123 385
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=15
num_cat=0
split_feature=191 112 101 160 151 2 11 21 128 159 30 137 123 27
split_gain=63.2417 112.544 97.3542 84.7658 82.2365 176.125 82.4169 73.1954 85.7598 71.3218 67.1561 61.2486 54.4274 33.3332
threshold=2.7385566629752791 0.5819357387812284 3.4564496015072055 0.30641850485694716 1.4468530151797518 -0.34660945109268876 0.19468123382904953 0.11098382244465389 -0.026262357066600503 0.18068351491544771 13.015427406590089 2.9792996350385983 1664.5000000000002 2.23455857181593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 -6 -1 8 -5 -2 12 -9 -3 -12
right_child=1 10 -4 7 5 -7 -8 11 -10 -11 13 -13 -14 -15
leaf_value=-0.001065814976462415 -0.012067226721091001 0.082301927221211962 0.28364238807829617 -0.048705192050362951 2.2693096916288487 0.19375929754703483 0.018808648811195677 -0.051179556537532034 0.027305356503578994 0.068396746769341751 -0.10159319107599743 0.027751963370757228 -0.098905414404945102 -0.0026165109937052321
leaf_weight=29319.904278863687 154.9320180118084 69.762247949838638 17.679646325297654 222.73711603260017 0.42534485086798568 10.536425297847016 2246.3984832440619 806.64721384894801 444.96617027703905 381.19182503200136 103.11450867634267 111.9537248397246 21.741144022904336 50.783764631487429
leaf_count=155411 219 119 30 16213 5 223 29659 14199 5343 1158 266 732 62 182
internal_value=0 0.0277776 0.0527577 -0.000689507 0.000443639 0.274296 0.00034854 -0.0232461 0.00194923 0.0451438 -0.0285954 -0.0415598 0.0392472 -0.0689326
internal_weight=0 799.205 553.803 33163.6 31577.3 10.9618 31566.3 1586.3 667.703 536.124 245.402 918.601 91.5034 153.898
internal_count=223821 2036 1407 221785 185298 228 185070 36487 21556 1377 629 14931 181 448
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=15
num_cat=0
split_feature=76 70 195 91 139 74 47 104 151 195 180 10 109 70
split_gain=39.2477 48.7717 71.4806 94.54 54.7086 51.9441 46.0968 45.6897 36.0844 43.3989 24.4957 20.1095 17.9816 10.3969
threshold=-0.32227677501239599 -0.069254508168762982 0.21459582336830788 0.0091375997237178631 -0.42419808178023305 -0.20139689231255123 0.20709348193422614 -0.14298485907343184 0.178051618759865 0.3717327644400597 28.463855421686748 -0.11658990709321589 0.10186024859616785 -0.28443197866339931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 -4 10 -6 12 -2 11 -10 -3 -8 13 -1
right_child=1 4 3 -5 5 -7 8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.02258513531569542 -0.065401234921834764 0.16181989241567343 0.035053001560725931 -0.00053231279255679109 -0.027136271905757445 0.00016355731442802465 0.44431838756092357 0.0035358658483430915 0.30552205071566563 0.019128763213634034 -0.077405178820129483 -0.022748850007047086 0.061018736316177796 -0.078659885299299764
leaf_weight=10.799191409721969 180.09662000788376 4.4460945399478069 1480.7657817380968 1505.7468630450312 716.92793785006506 25040.995455316763 0.93658163771033187 206.24008744722232 8.8640614338219184 13.127072402741758 114.80295605398715 58.449998610420153 10.692656539380549 166.87288679648191
leaf_count=38 789 25 11548 11516 9695 185729 7 1241 114 157 1479 853 35 595
internal_value=0 0.000565075 0.0118756 0.0171115 -0.000909141 -0.000596287 -0.0377549 -0.0286002 0.0251388 0.134567 -0.0684859 -0.0153828 -0.0649264 -0.0725061
internal_weight=0 29250 3372.85 2986.51 25877.2 25757.9 269.742 386.337 81.3777 21.9911 119.249 59.3866 188.365 177.672
internal_count=223821 222022 25094 23064 196928 195424 1799 2030 1131 271 1504 860 668 633
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=15
num_cat=0
split_feature=195 195 192 133 151 139 112 14 121 63 131 40 101 197
split_gain=52.0342 68.0623 98.7608 62.9795 59.526 79.2889 53.3446 51.563 45.1902 37.5399 22.9312 27.8132 24.5974 12.4892
threshold=0.1432331000577311 0.18302900411398265 14.137119996141386 0.15054381109389839 -0.19512568956712312 -0.33771842608382624 -0.24618754569542398 0.21890443661319992 0.16773387633866013 0.072355517150536092 0.62879052628735355 6.365737947858948 -0.12480618382733098 0.015325935060998252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 10 13 12 -12 -1 -10
right_child=1 4 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.045455317969893071 -0.023728273960388256 -0.02465346048366282 0.036293929067077076 -0.11611345659130079 0.024586438202137545 0.00024300562929043622 -0.14734893962962547 -0.00018752811174526187 0.079275252730741971 -0.083263747547907566 -0.10599847615232943 0.35947416260460252 -0.10138512378830189 0.15050104931549807
leaf_weight=18.07855328117148 53.525042228400707 1671.8059553392122 136.93373488226644 33.807716314244317 1467.1227246809285 15199.855362372564 100.35124170336348 1777.0833474649844 91.601039075758308 12.508561870781703 2.1554464432410887 3.1740136034786701 30.915860328266717 33.666563638253137
leaf_count=98 336 29621 1065 624 10069 169068 1457 9782 452 45 48 7 1067 82
internal_value=0 -0.000821725 -0.0462463 0.00611646 -8.86903e-05 0.00238585 -0.104348 -0.0120471 0.0514674 0.081923 -0.0257739 0.171218 -0.0472022 0.0984177
internal_weight=0 20440.5 324.618 170.741 20115.9 16667 153.876 3448.89 192.1 137.776 54.3239 5.32946 48.9944 125.268
internal_count=223821 222022 3482 1689 218540 179137 1793 39403 1799 579 1220 55 1165 534
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=15
num_cat=0
split_feature=166 178 64 73 137 128 155 188 1 43 155 143 74 195
split_gain=56.6547 90.12 66.089 122.029 119.543 141.559 100.342 95.9324 72.4556 60.7556 50.1449 78.5704 46.9558 40.5634
threshold=-0.41263593544585381 -0.26592308921255492 -0.015774872733239829 -0.14227192183626269 0.0019335699153099942 0.17839226367405661 0.055805442118982702 0.10526315789473648 -0.35109228041804275 1.0396426467071918 0.27184125347702698 -0.016278254727617739 0.67542349405571034 0.32756858310407116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 5 -4 -5 -6 -2 -1 12 -12 -3 -11
right_child=2 10 4 6 7 -7 -8 -9 -10 13 11 -13 -14 -15
leaf_value=0.039851082681055611 -0.14467318446704577 0.082136888703602862 0.026187737066862574 -0.043879400835862829 -0.011566906714265272 -0.0072552155344197053 -0.0017918025908387537 0.007194661704593994 0.012327569347967075 0.10715620957067179 0.047225231932766121 -0.27937461155162857 -0.037608229068200077 -0.062142717530455707
leaf_weight=133.78350346209481 29.976453779265285 329.02706459024921 3481.9218324432404 1403.6170185968076 6734.5853157968959 1988.5430458954943 949.77012016210938 4578.0355250101602 1514.5790577984444 15.414014736190436 23.107030053157359 10.812737584114073 36.366668067872524 172.88775576837361
leaf_count=1447 166 3501 42705 26768 62728 11145 24562 33305 16190 236 272 9 69 718
internal_value=0 0.0276787 -0.00082984 -0.0125598 0.00189449 0.014031 -0.0268939 -0.0039744 0.00928053 -0.0116758 0.059422 -0.0568863 0.070219 -0.0482842
internal_weight=0 721.399 20681 3897.94 16783.1 5470.46 2353.39 11312.6 1544.56 322.085 399.314 33.9198 365.394 188.302
internal_count=223821 6252 217569 67686 149883 53850 51330 96033 16356 2401 3851 281 3570 954
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=15
num_cat=0
split_feature=19 132 152 20 106 159 193 72 10 82 93 85 178 190
split_gain=69.1107 133.023 98.3612 133.628 152.576 102.541 92.7421 143.695 71.634 68.8504 87.484 65.2795 89.3771 47.404
threshold=0.43315013871521774 0.065297581902011945 0.086212745472212679 0.0046399465078242703 -0.16659541018186333 0.60452183240463586 0.60775489016274686 1.2166116411983781 0.72660516857029223 0.11242095447067581 0.14183875673764432 0.076468366693926274 -0.099325777904733917 0.94594594594594594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 -5 7 -4 -8 13 -11 -2 -13 -3
right_child=1 9 6 5 -6 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=0.026282789274237474 -0.010036330528621041 -0.065172940917932951 -0.016869864014655223 -0.0049520434672712162 0.0010201507146429681 -0.04862300765924496 -0.0033159619721283952 -0.114074647669589 0.044686402590947298 0.07426598896006191 0.0040945020232795318 0.055391597288109662 0.20630969408882602 0.10708614491485402
leaf_weight=3552.5536539812892 44.97862452204572 162.77975479554152 4121.1215081878327 5478.4735094406933 7310.176588083581 596.1757965607103 1893.3559897220694 157.90529043140123 371.95392882823944 223.1225735496264 872.10025692556519 83.212953500566073 74.261183695925865 17.713793288916349
leaf_count=12063 6146 14455 62828 42021 69221 5993 4166 353 845 1840 2715 529 607 39
internal_value=0 0.0209096 -0.00138328 0.00263978 0.00928206 -0.00923798 -0.0117954 -0.0204569 0.00456582 0.00895912 0.0183901 0.0962135 0.126561 -0.0482673
internal_weight=0 1478.17 23481.7 16937.4 10862.7 6074.65 6544.34 4279.03 2265.31 1275.72 1095.22 202.453 157.474 180.494
internal_count=223821 26331 197490 129298 81284 48014 68192 63181 5011 19049 4555 7282 1136 14494
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=15
num_cat=0
split_feature=187 131 154 148 95 96 157 56 105 139 50 96 2 43
split_gain=66.1266 76.0254 64.3921 61.4437 62.2379 125.284 108.254 60.4642 57.935 55.1524 41.6433 32.5116 28.8415 16.9194
threshold=-0.079211655605394699 0.5377874268496724 0.090760923738621241 -1.4179270228356258 -0.034670238587282007 -0.025072930279123679 -0.22184682412453596 -0.22101797936276971 5.4559655134458502 -0.020933874120427857 -0.16160196344816177 -0.025684793779970305 -0.34660945109268876 1.4524465933838557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 12 6 -6 -5 11 -9 -3 -4 -1 13 -2
right_child=3 2 10 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.16196733732987217 0.10051407340003392 -0.075544230459099082 0.13789647045939232 0.026460062454126139 0.04112109714866518 0.0011421468082381306 -0.045518836307340771 -0.014434724016019883 -0.052445241611529671 0.081794594826646638 -0.089382031216203695 -0.086798195656297872 -0.088453635957518192 -0.089307027037240083
leaf_weight=25.878275711555034 14.406320517882707 25.569966700393707 9.5075124069116992 301.69210536382161 805.00122007733444 29832.053697147727 679.6670009175723 1298.8360977683915 580.07768265216146 173.09160849498585 53.013981771306135 6.5918267670203923 108.47066546278074 6.9662761911749831
leaf_count=44 27 367 21 2249 8103 174307 13637 9486 13851 311 367 224 757 70
internal_value=0 -0.0169166 0.0336884 0.00111665 0.00139856 0.00219261 -0.0233909 -0.0238316 -0.0261697 0.0615433 -0.0548203 0.111465 -0.0675331 0.038643
internal_weight=0 2172.57 261.183 31748.3 31618.4 30637.1 981.359 1911.38 1878.91 198.662 62.5215 32.4701 129.843 21.3726
internal_count=223821 24671 1066 199150 198296 182410 15886 23605 23337 678 388 268 854 97
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=15
num_cat=0
split_feature=190 93 16 77 56 60 101 61 130 158 70 197 142 143
split_gain=36.1867 46.2872 78.4347 50.3695 87.5422 65.5238 43.9548 42.927 32.1806 17.47 26.265 16.7699 22.0278 11.059
threshold=1.637521898391465 0.51653097332775089 -0.34994509138866597 -0.041668730269219779 -0.00075158866604753221 0.22986523023756053 0.53676695694638732 0.66332267396682865 0.45615089620540766 -0.042359453482846469 0.030770687699959508 0.013158348380786561 0.33561860977535335 0.4468212367001142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 11 -10 -11 12 -2 -13
right_child=8 2 7 4 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.0028441893168720559 -0.069222397011330636 0.072357480296260074 0.033043568241325046 0.0030582070468204688 -0.011165341880299358 0.032037306061360647 -0.051529635736526275 0.0019374278778327377 -0.015747755304836106 -0.12021802279630729 0.064902352261425988 -0.068772996139349937 0.18285736466027869 -0.028638861708841737
leaf_weight=8540.2554939018737 6.7612282242625934 32.661996240029112 1222.4519305158756 9216.8141644269926 8156.4886695042078 844.90740984969307 232.49716996401548 696.37267211754806 173.3722735842457 8.7093552406877262 63.868537705391645 169.95916026644409 7.1138638341799378 115.19056315370835
leaf_count=55877 27 257 7538 88880 50624 6469 3397 6647 1309 18 215 1204 47 1312
internal_value=0 0.000711819 0.0147099 -0.000430682 -0.00361952 0.00547232 -0.0362694 0.0217546 -0.025298 0.00149613 0.0426879 -0.0473363 0.0600208 -0.0525602
internal_weight=0 28942.4 2183.98 26758.5 17373.3 9385.16 265.159 1918.82 544.975 245.95 72.5779 299.025 13.8751 285.15
internal_count=223821 219689 17839 201850 139504 62346 3654 14185 4132 1542 233 2590 74 2516
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=15
num_cat=0
split_feature=88 188 94 6 133 195 77 139 16 28 34 124 149 52
split_gain=50.7856 52.5262 61.6965 53.5688 51.4551 50.4067 93.7956 85.7709 44.1116 43.9678 16.7581 10.4974 9.94192 8.07236
threshold=6.7391251147440565 -0.10246315364425611 0.0090560761344055506 1.6567982135208508 0.08548418672126841 0.31448302233820796 -0.30045431899614872 -0.41266409133631798 0.15356140492108641 0.057942459291331162 0.060289702448273974 -0.201701342625807 -0.91537436339999856 0.41517433492188499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 -3 -7 12 -4 -10 -2 -6 -13
right_child=4 5 9 -5 8 7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.00013736080842914511 0.082597990356525972 -0.093656464878472234 0.054012664358043895 -0.16804272703677925 0.22386685410600349 0.053069408750857132 -0.0066461629783569802 0.0011121053679010028 -0.095925117206080684 0.0050103202468371258 0.068779063880082661 -0.15843966484424013 -0.10182057456656719 -0.27530591512798519
leaf_weight=572.22079615576331 1.4275752138346458 126.26908125076443 522.10254388870817 19.653922997240443 0.95627430471358721 326.34462497988716 6579.2935625879509 12024.468949231905 7.3750070346868588 282.00718276613588 38.045765829272568 18.59763237344669 47.182796687367954 8.663944171741603
leaf_count=7510 19 352 4770 210 31 2508 70775 133271 118 2643 384 188 1025 17
internal_value=0 6.69955e-05 0.0187909 -0.00571286 -0.064579 -0.00130463 -0.00828461 0.00248497 -0.0286533 0.0368272 0.0420359 -0.181738 -0.0953509 -0.195581
internal_weight=0 20452.4 1395.98 591.875 122.249 19056.4 6705.56 12350.8 93.5598 804.11 45.4208 28.6892 48.1391 27.2616
internal_count=223821 222039 15133 7720 1782 206906 71127 135779 1558 7413 502 224 1056 205
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=15
num_cat=0
split_feature=151 154 76 152 195 77 131 102 169 144 116 194 158 116
split_gain=54.9142 73.1653 69.0244 67.8544 65.5402 61.2376 60.9783 108.678 99.2727 60.8755 54.1135 47.3066 21.0102 14.2899
threshold=-0.15990776069109683 -0.019801800041460059 -0.12115416398250792 -0.33831987013174636 0.36664651156643674 -0.049636571844024376 0.10828121641548595 0.20544918324545966 -0.1915427217040013 0.051544010108825811 -0.34606463902066609 0.024226142905419697 -0.22303367167207588 0.018996412600370608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 -5 -1 8 -8 -4 10 -3 -11 -2 -14
right_child=2 9 6 4 -6 -7 7 -9 -10 11 -12 -13 13 -15
leaf_value=0.039959554140005488 -0.095139100315555725 -0.2059029420482649 0.043852563335069622 -0.0075575800836399573 0.018172614698616304 -0.035529311941226972 -0.026774545704881043 0.00020168525829070591 0.00031607496249793754 0.0052456099991929489 0.084385383471171388 0.034368288050790147 0.028106283507462533 -0.045226883585451516
leaf_weight=124.83360919647384 78.979550907853991 6.6488943821750572 568.76813421340194 1960.4565938178148 1999.8113989520934 772.19426750339335 2350.3580641756998 4095.9801272970217 6616.9408385950755 1472.861663001866 187.88935380225121 897.75572051119525 30.790154459913538 193.96909598566708
leaf_count=2060 222 54 4933 14422 15578 3556 16624 31706 98956 10472 2225 4576 1334 17103
internal_value=0 0.00702527 -0.00362316 -0.000189764 0.00543536 -0.025024 -0.00257263 -0.00963395 0.0037621 0.0206874 0.074464 0.0162744 -0.0507715 -0.0351808
internal_weight=0 7422.45 13935.8 4857.3 3960.27 897.028 13632 6446.34 7185.71 2565.16 194.538 2370.62 303.739 224.759
internal_count=223821 52943 170878 35616 30000 5616 152219 48330 103889 17327 2279 15048 18659 18437
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=15
num_cat=0
split_feature=25 11 28 131 157 195 64 151 98 98 195 193 168 127
split_gain=64.4981 104.535 77.6547 121.09 90.8823 144.766 113.627 79.3623 72.8161 68.7033 60.9471 53.3377 49.0095 35.2151
threshold=0.043118048514297631 -0.32601349918853734 0.011606047318364206 0.14276570551594481 -0.077865423869065156 0.23597717434454288 0.16447089653797684 -0.22070057206253577 -0.014102496272680178 -0.013413217509275059 0.18889532552682128 0.76986817813549557 17.924127541129803 -0.41648584493738244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 11 6 -6 -4 -5 -1 -10 13 -2 -12 -3
right_child=2 10 4 7 5 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.090437598350829165 -0.05912594668930285 0.20215448089113675 -0.019206560545789578 0.04918044458071337 0.059375645173072103 0.0058453021001448387 0.00094032294922440053 -0.016405483705287251 0.76557101777983227 0.12759344254023927 0.012483278816668171 0.041306064319167321 0.084897471785103193 -0.066584256551120755
leaf_weight=16.084992490708828 704.91187846553657 5.0839041237486517 3590.5145583200792 260.02339727632352 567.25025723874569 4618.6072366063308 12705.426405983846 635.20595117026824 1.7158628120378114 103.87106404958467 1438.605022287491 57.16840777581092 99.955246019933838 119.26095811514824
leaf_count=2278 65628 27 25711 3263 2913 31479 31182 15733 60 1221 39183 281 1350 3512
internal_value=0 0.018292 -0.00143853 -0.0222952 0.000170552 0.0117007 -0.00349868 0.00264424 0.107767 0.137961 0.0117453 -0.0515919 0.0171878 -0.0555967
internal_weight=0 1784.58 23139.1 1657.31 21481.8 5185.86 16295.9 895.229 121.672 105.587 1662.91 762.08 1538.56 124.345
internal_count=223821 47631 176190 84905 91285 34392 56893 18996 3559 1281 44072 65909 40533 3539
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=15
num_cat=0
split_feature=110 157 195 99 11 152 77 109 139 70 99 11 52 86
split_gain=60.9762 113.418 147.067 394.48 187.231 115.262 106.719 97.2891 113.072 94.0581 85.4241 103.52 81.3997 54.9119
threshold=0.030099546218958089 0.21225411564778834 0.65197159107878899 0.010009175608334987 -0.036150313406274663 1.278392923887016 0.038190713028838023 0.45551434339287294 -0.22469156489973399 -0.0072304523053451667 0.021633245743417118 -0.1126367201409902 -0.065531497534953229 0.012035011257137409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 9 7 8 -1 -2 11 -8 -7 -12
right_child=1 2 3 -5 -6 12 10 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.05958808931544677 0.032763322213315599 0.090049304725429533 2.396298609626478 0.16947458734409948 -0.04864183239890401 -0.064987872246159692 0.1420376685676705 0.31286071216147282 0.00087614713458062418 -0.00021894239175202835 -0.074422625027204536 -0.042765508713696679 0.18870782337534817 -0.027929613822666535
leaf_weight=328.62644133158028 895.09143939259229 224.40716953738593 0.80676188878714938 57.105084470589645 171.89935251051793 16.533140241634101 59.29042162746191 9.7882912270724756 5254.7737983468396 25415.273520513903 344.65024530945811 62.016000744770281 53.810067633166909 966.18750713695772
leaf_count=33517 6051 2349 8 658 6867 125 417 24 73551 85069 5258 1122 128 8677
internal_value=0 0.00209797 0.0516433 0.200496 0.0298915 0.00124491 -0.00836709 -0.00213043 -0.00268264 0.00090313 -0.0327241 0.04756 0.12908 -0.0401537
internal_weight=0 26834.9 454.218 57.9118 396.307 26380.7 7025.33 5593.19 5583.4 26310.4 1432.14 121.306 70.3432 1310.84
internal_count=223821 101255 9882 666 9216 91373 122566 107092 107068 91120 15474 1539 253 13935
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=15
num_cat=0
split_feature=170 28 131 38 89 8 32 0 85 74 49 100 143 64
split_gain=35.3485 95.3937 68.084 70.3712 61.91 61.5634 77.6589 61.2696 53.4652 49.0699 48.3817 74.8325 73.6471 39.9183
threshold=-0.055161851976074698 -0.075974166862524575 -0.20334353302938124 -0.056759987239551106 -0.089794727717959086 -0.17046939237290468 0.03928174306123678 0.90967121768883852 0.049533398085384407 -0.13494396713392451 -0.11290861499858411 -0.12194264302245182 -0.0094238781421959478 -0.15841607960689261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 8 6 7 -2 -1 -3 11 -7 -12 -8
right_child=5 2 3 -5 -6 10 13 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0087633465928530409 -0.044757808793154302 -0.017848069923402751 0.0013926037846778031 -0.024686251709424956 0.038037327823065605 -0.089436073892019657 0.14317339575011029 0.068326326359985215 -0.18617262299085582 0.044599600185857902 0.020609508346784385 -0.0098702243608534794 1.3581355633947258e-05 -0.0022919046464758542
leaf_weight=175.70559688660433 54.051502882095519 198.68629711828544 1571.6387365202681 3028.6735763080942 682.53523903852329 135.28725795308128 19.456648141145706 421.78789788496215 18.805128163949121 343.14785953989485 1907.3783264714875 936.17265779548325 19342.455513440043 620.23403138652793
leaf_count=1528 651 2823 19867 32942 10514 484 94 5346 263 3628 15072 6554 116611 7444
internal_value=0 -0.0066286 -0.0118277 -0.0157767 0.023854 0.0019626 0.0248887 0.0554809 -0.0259151 0.0217005 0.000816845 -0.0199166 0.00186227 0.00213253
internal_weight=0 6019.19 5142.15 4600.31 877.046 23436.8 1115.53 475.839 194.511 541.834 22321.3 1071.46 21249.8 639.691
internal_count=223821 71565 59260 52809 12305 152256 13535 5997 1791 6451 138721 7038 131683 7538
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=15
num_cat=0
split_feature=170 162 109 192 42 118 155 79 154 176 12 28 182 132
split_gain=50.3388 145.362 95.9885 105.173 87.844 82.0736 76.3624 72.862 64.9564 61.3401 58.2918 65.5339 51.5973 49.6256
threshold=0.048784035543242968 0.18544746458328723 -0.24359149715069262 14.977016932682551 0.041686231625694327 0.25568335840782386 -0.075310846344984292 0.23438994457517778 -0.31837988137208456 -0.017738245290201932 1.6015250968624606 -0.10625195245505072 0.03586515146816361 0.046287391289033038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -4 10 7 -7 -6 13 -3 11 -2 -12 -1
right_child=4 2 3 -5 5 6 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.2736397586755977 0.95242752024562827 -0.067169364145735086 0.024418809438469358 -0.018902411944405305 0.0020172980889605033 -0.0050602999052446994 -0.041839541968300843 0.0271568092105684 -0.033211943627450891 0.028241755659846008 0.021185450109293014 -0.072815321109737846 0.070664665261592777 -0.048542528027309073
leaf_weight=20.082813664950663 0.62980193819384922 71.213714271572826 727.41482587259816 2440.8610530152837 8827.3265727733378 2836.7948293908994 704.75747490556387 1326.0800500673358 1301.0648416910371 1252.441403109231 656.2795206928422 61.967086966014904 310.45640778710003 19.117474919068627
leaf_count=122 10 4265 8045 51486 48083 13234 5342 7467 64672 6111 4351 5425 4822 386
internal_value=0 -0.0081311 0.000492485 -0.00895615 0.00284613 0.000728567 -0.0123793 0.00530063 -0.0370332 0.0231086 0.0310197 -0.0625001 0.0370751 -0.163863
internal_weight=0 5832.2 4491.93 3168.28 14724.3 13695 3541.55 10153.4 1340.27 1323.66 1029.33 62.5969 966.736 39.2003
internal_count=223821 135087 69907 59531 88734 74126 18576 55550 65180 10376 14608 5435 9173 508
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=15
num_cat=0
split_feature=13 137 97 187 94 58 58 173 112 166 116 28 130 67
split_gain=56.1668 59.0354 127.637 107.871 88.2112 166.446 122.09 46.6607 47.4918 58.8889 33.6354 27.4709 19.0204 13.6832
threshold=0.029830585840062877 0.10418509113937614 -0.031317340815760909 0.43614932477990082 0.0057159392707944144 -0.065152177346703963 -0.14906424948596222 -0.20505458484810626 -0.09698987286894907 -0.23386390136397087 -0.34606463902066609 -0.023809473441790258 -0.54543446153056518 -0.15592469575216031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 5 -1 -6 11 9 -9 -10 -2 -3 -13
right_child=7 2 3 -5 6 -7 -8 8 10 -11 -12 13 -14 -15
leaf_value=0.021953494687652654 0.032978130710103797 -0.0096395329651624822 -0.01802385714586326 0.0099246336188786189 -0.024722719548964111 -0.021489246906568057 0.014134560717342851 0.070659452591498195 -0.26796074220101146 -0.016712431593466852 -0.036731086142318993 0.13527510831764153 0.076549738043035664 0.36246521477298171
leaf_weight=1311.9791023961734 30.856573573604692 29.226490963017568 4304.6182375199169 2033.2920204440597 892.98609229270369 2690.6642439731513 8556.9877754777553 97.892859103623778 6.3420261911815023 363.9179119086275 779.70748707145503 7.8347871880978346 206.59435163612943 4.0066976461093855
leaf_count=11204 679 101 31031 13212 4066 14373 41826 625 54 59049 46204 55 1276 66
internal_value=0 0.00139722 -0.00636977 -0.00905758 0.00519263 -0.00724966 0.0104627 -0.0201262 -0.0236435 0.00180832 -0.0385967 0.0826673 0.0658679 0.212147
internal_weight=0 20026.3 6573.73 6337.91 13452.6 4002.64 9449.97 1290.56 1247.86 461.811 786.05 42.6981 235.821 11.8415
internal_count=223821 117089 45620 44243 71469 25577 45892 106732 105932 59674 46258 800 1377 121
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=15
num_cat=0
split_feature=118 96 103 131 136 19 136 59 13 24 123 170 101 130
split_gain=69.2836 69.5442 102.04 89.2304 124.773 99.9302 69.6822 63.658 34.6117 26.4346 25.6783 26.8964 19.2539 1.34337
threshold=3.9876387932542934 0.83884466726589313 0.8394923329866586 -0.019070145931955971 0.024696148103810881 -0.30627796279388581 0.47221606847193759 0.0092369959550922583 -0.41811018273656358 1.3496745771782586 727.50000000000011 0.35885425008808364 -0.036020327020665391 0.038709827657720679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -5 -4 -3 9 -2 12 -12 -10 -11
right_child=8 2 6 5 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.051305680847421521 -0.18975330215758257 0.0051220544626633677 -0.023437460716078173 0.030601382110373811 -0.003498582960877464 0.0032465973767815538 0.012290566301394329 -0.035984711853918348 -0.011236061427044714 0.086726069304168485 -0.039577931655935629 0.055928779157557389 0.10298620186145052 0.0041634981096558736
leaf_weight=622.48757282851875 10.384410150581973 480.79089014790952 768.00093194190413 1486.4744559416577 4438.986454099504 13145.035062649826 1887.5210616830736 1740.5318796988577 16.887506230734289 4.6308695711195451 42.038811710313894 98.755267094820738 117.01130471134093 3.4307628981769085
leaf_count=57443 39 1935 1170 5895 44087 102769 5796 3842 67 21 116 277 340 24
internal_value=0 -0.000580944 -0.0112719 0.0020666 -0.00937816 0.00602568 0.0019577 -0.0270874 0.0483241 -0.0842769 0.0572285 0.027412 0.0885803 0.0515902
internal_weight=0 24569.8 4876.84 19693 5061.47 14631.5 2655.52 2221.32 293.139 18.446 274.693 140.794 133.899 8.06163
internal_count=223821 222937 12743 210194 101530 108664 6966 5777 884 84 800 393 407 45
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=15
num_cat=0
split_feature=162 73 35 95 31 152 72 110 102 109 23 10 165 178
split_gain=57.4446 148.507 83.7764 79.7678 69.982 66.6145 85.0268 75.3196 128.256 103.699 67.6963 55.3604 46.4631 21.8191
threshold=0.053082852701492704 -0.26078860941592436 -0.085129310452532414 0.20927793345571735 0.12388077820927058 -0.30971939830871326 0.09607414970395925 0.030099546218958089 0.1739795360389815 -0.014005171343193672 -0.13674661465800811 -0.35325492755636706 0.034287837568716249 -0.11379173550741452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 6 11 8 -7 -9 -8 -2 13 -1
right_child=5 2 4 -5 -6 7 10 9 -10 -11 -12 -13 -14 -15
leaf_value=0.19902659955549079 -0.098154395993261256 0.045540530774569321 -0.054676272596622111 -0.053969383216464689 -0.0093877608180659121 0.0043503730258507619 0.074962993886774118 0.060228174563881187 -0.024720268726476258 0.0014657173267474876 0.0052073660190548807 0.07901888914773593 -0.032087883131759663 0.083580925786139584
leaf_weight=19.114569983445108 18.859427800402045 273.35044369508978 839.22240628034342 114.21395913884044 574.96227769320831 3017.0372590918851 149.31505464611109 304.28701935673598 3053.7390205776901 22989.107499901962 2038.7027561177383 271.88822212797822 33.192376564955339 114.06969548948109
leaf_count=30 202 1868 6781 242 2033 51600 863 1830 62302 86447 8359 751 398 115
internal_value=0 -0.0166277 -0.024975 0.0162153 -0.0362634 0.000976691 0.016719 -0.000352192 -0.0102728 0.00223334 0.00996764 0.0675265 0.0737681 0.10015
internal_weight=0 1968.13 1801.75 387.564 1414.18 31842.9 2478.77 29364.2 6070.78 23293.4 2188.02 290.748 166.377 133.184
internal_count=223821 11467 10924 2110 8814 212354 10175 202179 113902 88277 9222 953 543 145
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=15
num_cat=0
split_feature=157 158 141 59 166 9 28 82 150 183 20 197 91 74
split_gain=34.8569 77.328 51.267 51.6001 39.5619 52.7666 35.9526 20.5658 41.0405 77.4568 22.6438 17.8854 43.2957 29.2163
threshold=-0.33906446606447754 -0.35126043871089135 26.859685756490709 -0.014442924808834606 -0.33220848160159638 -0.31518023948282037 -0.0073671010207271874 0.020425590216922022 0.86064045769247066 0.98066558171684559 -0.23809631644091139 0.075231622373509929 0.62744389707021886 0.14070520190199046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 8 10 -10 -1 12 -9 -13
right_child=1 4 -4 -5 5 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=0.17554731183398409 0.062167787205797444 -0.0048172204386535437 -0.018926524620433788 0.26920232121637455 0.051907983601870544 0.0006469502661374236 -0.059972270788472552 -0.04868866353741487 1.2757717361072665 0.14741776895472422 -0.013276704111903556 0.087650084508814174 0.13434922072253874 -0.018224983094902673
leaf_weight=6.9721160025510462 24.599646500544623 284.31865798111539 22.652690752409399 23.575312361354008 202.26989561622031 27816.792241401621 202.25807530240854 338.57379565505835 0.65999260521493663 7.778188205382321 71.276551948307315 28.058365739707369 13.435808517504482 366.65191181754926
leaf_count=662 205 8399 97 162 1823 185158 6650 8344 23 405 4230 1096 469 6098
internal_value=0 0.00078537 0.105144 0.163484 0.000526071 0.001017 -0.0277438 -0.0199618 0.0261431 0.235672 0.0035479 -0.0253141 -0.0417023 -0.0106988
internal_weight=0 28576.5 70.8276 48.175 28505.6 28019.1 486.577 833.407 86.6868 8.43818 78.2487 746.72 352.01 394.71
internal_count=223821 202494 464 367 202030 186981 15049 21327 5320 428 4892 16007 8813 7194
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=15
num_cat=0
split_feature=67 149 75 77 180 154 118 137 8 170 182 64 79 187
split_gain=48.803 47.9507 48.2666 47.8967 47.4039 81.9598 76.2654 38.7496 27.6259 39.1633 27.6757 19.9782 108.196 16.0227
threshold=-0.040639837360796315 -0.50436928168388839 3.9861463300809809e-05 -0.21412202172882169 35.684738955823299 -0.22726776263432988 -0.15964146560549883 0.11458950054007878 0.21290200992286992 -0.31199764734550306 0.065843664270232902 -0.04919938433881265 0.2884031997437691 -0.098702582567384803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 11 -10 -11 12 -1 -13
right_child=1 4 3 -5 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.0038391676801805201 -0.20843110590844993 0.046208312012494847 0.043826792320191543 -0.021607001055565372 0.010410460565439955 -0.0072873616787754759 0.0053198705408036813 -0.04461855764222783 1.5541862775880062 -0.08784736504198995 0.2176595764663487 0.01939185169865586 3.6992821391186923 -0.074783907513794975
leaf_weight=42.032733141184508 22.864412741739216 494.08090580390126 125.66322036273777 1018.9266437565675 3705.2990214409365 8907.052815144154 5945.0238799641083 39.192381169646978 0.1831114872766183 5.3776897766510938 6.6098125212593004 20.133684928121511 0.079377659269083689 175.89168022415652
leaf_count=10169 116 3987 449 7373 21359 82166 38185 126 4 860 430 3777 94 54726
internal_value=0 0.000251724 -0.0190801 -0.0144231 0.00147613 -0.00208804 0.00845729 -0.104974 -0.0441758 0.102777 0.0806067 -0.0516862 0.0108048 -0.0651112
internal_weight=0 20258.1 1206.65 1144.59 19051.5 12612.4 6439.1 62.0568 250.308 12.1706 11.9875 238.137 42.1121 196.025
internal_count=223821 153761 8064 7822 145697 103525 42172 242 70060 1294 1290 68766 10263 58503
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=15
num_cat=0
split_feature=73 119 137 156 110 108 19 13 130 59 128 108 195 21
split_gain=54.1286 101.458 127.45 121.725 91.7376 88.9658 109.324 98.1719 90.4697 99.7282 86.7843 81.4248 69.5155 60.6559
threshold=-0.043485798424407467 -0.012888815567659575 0.011886704990675423 2.8410008770006532 0.39775297076229005 1.4475303056632993 0.12145516521376969 -0.20108996895323319 0.038709827657720679 -0.069251491555171463 0.15994399870935572 1.9851767311595288 0.36664651156643674 0.040775994508280414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 4 -3 8 7 -7 9 -1 -2 -8 -4 -10
right_child=1 3 12 -5 -6 6 11 -9 13 -11 -12 -13 -14 -15
leaf_value=0.028228469555085196 0.016617713464951996 0.015312138926294501 -0.048668132146438982 -0.037062942134806702 -0.007936095076599153 0.042370431332610002 -0.0057421184584783881 0.0099768772654735879 0.015271920070779658 -0.012032458756140918 -0.01981182860698899 -0.096588892212606761 -0.014596792612172142 -0.053050527657177562
leaf_weight=964.71670782085857 1440.5662113788285 4647.7159154729361 1208.1659296831349 691.76778011438182 2673.797590485774 1463.1213303024415 640.16757410700666 2594.6271387028974 169.19317053667328 1698.4067694826808 1197.5551998677101 116.63428980734898 1187.3334602803225 560.09952586563304
leaf_count=11587 26547 29209 13428 30928 16464 11294 10128 16159 2596 30124 7383 413 13670 3891
internal_value=0 -0.00395567 -0.015082 0.00303347 0.00682194 0.00640976 0.0151495 0.0216572 -0.00599372 0.00255207 8.07992e-05 -0.0197429 -0.0317806 -0.0372
internal_weight=0 13046.9 5033.62 8013.28 7321.51 8206.97 4814.55 4057.75 3392.42 2663.12 2638.12 756.802 2395.5 729.293
internal_count=223821 137629 61028 76601 45673 86192 37994 27453 48198 41711 33930 10541 27098 6487
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=15
num_cat=0
split_feature=143 115 154 189 106 76 133 97 167 121 68 44 5 172
split_gain=67.0094 129.515 95.3785 152.475 103.406 175.299 100.798 99.4902 93.1393 139.407 78.2597 77.5281 126.781 82.0174
threshold=0.020922992153954306 0.27807154416974883 0.037622865002864554 14.500000000000002 -0.15417526662424583 0.1453183817402873 0.043489983311703971 0.63998127669042837 -0.002661512955866661 0.59137137826279995 0.80007064937442185 0.021762703491293982 0.40178551387131417 0.59983282819194128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 -4 5 -1 -6 -5 10 -10 -3 13 -13 -2
right_child=1 8 3 7 6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.082995334082927058 -0.0050967099904806233 0.035078448983377357 0.083199874055146922 -0.011712923426584618 0.051996567560937582 0.0169035393648303 -0.0054478245303095953 0.019916353599761738 -0.018284162646704624 0.014040040473741853 -0.025904241764313975 0.0018993494857883328 -0.045503451727445007 -0.042188454133076633
leaf_weight=512.45969276785036 948.40029290749226 1376.0248329912429 201.31665920920204 4866.1398937629638 353.41791462771653 1850.3533932093414 2251.0554562222387 1249.9441454792395 2583.6530144983117 2758.9884526580863 248.43151678232243 3334.0207118969265 679.14801647537388 1605.0349220316857
leaf_count=3162 5184 6519 866 82479 8909 4678 28897 4486 25381 14398 1127 25764 2123 9848
internal_value=0 -0.00471335 0.00572188 -0.00243025 0.0160898 0.0312379 0.00234718 -0.00524885 0.00478388 -0.00159165 0.0257522 -0.0147898 -0.00612262 -0.0284118
internal_weight=0 13533.7 11284.7 6317.4 4967.29 2362.81 2604.47 6116.08 6967.1 5342.64 1624.46 6566.6 4013.17 2553.44
internal_count=223821 90344 133477 87831 45646 7840 37806 86965 47425 39779 7646 42919 27887 15032
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=15
num_cat=0
split_feature=16 51 195 139 35 195 123 133 83 128 97 110 165 160
split_gain=59.3369 57.8945 104.925 104.784 99.0852 111.603 100.939 89.2168 24.8863 33.4881 22.8892 17.1085 12.5628 6.72824
threshold=-0.5416544453060318 18.890197192789 0.29086156165930471 0.5421399039777498 -0.016806333130488741 0.32455558087183456 2560.5000000000005 0.19955089479760349 1.282617686110801 -0.19297214094382306 0.52621934187750152 0.77278565443611069 0.20310613360104071 -0.21042375380802694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 11 -10 -11 13 -13 -1
right_child=1 4 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.16797696131981396 -0.011913350142460196 0.010458959975789823 -0.0098465782624108465 0.015100940350215308 0.0094933083691688767 -0.0099749794285052193 -0.098948684425794159 -0.057836666518684576 0.41313541564807965 0.10974638650770059 -0.084766109083597579 0.14786411398267921 -0.052586056759971272 -0.091066097385941763
leaf_weight=13.166252369061111 1239.8568391631707 11204.128712372738 4825.1476596677094 2585.8780239373446 4523.4441812672594 8436.0040076140431 84.965847173007205 642.13494255056139 2.0023510018363622 9.7119030207395571 16.043524000328034 4.8174983263015738 8.908092860132454 83.573749081464484
leaf_count=65 5908 52030 21982 8194 48530 80593 489 3443 27 6 182 2 54 2316
internal_value=0 0.000214598 -0.00649647 -0.00114181 0.00278655 -0.00317965 0.00963552 -0.0275824 -0.0654399 0.0192069 -0.011419 -0.08671 0.0177693 -0.101534
internal_weight=0 33541.6 9293.02 7411.03 24248.5 12959.4 11289.1 1881.99 138.223 27.7578 25.7554 110.466 13.7256 96.74
internal_count=223821 221169 39527 30176 181642 129123 52519 9351 2652 215 188 2437 56 2381
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=15
num_cat=0
split_feature=131 71 71 91 1 181 91 192 29 87 58 88 20 191
split_gain=32.9723 39.08 64.0596 81.9607 53.3326 44.7771 35.6078 24.0401 29.2208 27.0796 45.7478 36.392 21.7531 14.8036
threshold=-0.45465607954841986 -0.15603129340325853 -0.069109330054116694 0.0091375997237178631 0.48244279619978941 -0.11334516373863963 0.0033014677083900335 13.645208125475381 1.0257319439348802 0.029954770715028205 -0.021046799098563562 0.001418553621413279 0.17379628259468102 -0.14285714285714274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 12 -7 8 13 11 -11 -9 -2 -1
right_child=1 2 4 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.32023191565208231 0.15390893599415675 0.033821938062723038 0.0013196692090481025 -0.0024489452181502857 -0.013564882116073325 0.15186264518046944 -0.038542632367044513 -0.02651638165125568 0.31199413124169195 0.02821287872385177 -0.053514842989116497 0.030680987755344835 -0.0044300890122219161 -0.0011458468347823679
leaf_weight=1.5702929496765197 19.249136555939913 1306.5516206081957 22717.818509090925 1190.8194118109532 2692.5602017184719 10.031736131757496 469.14691882696934 281.09539042692631 4.4921329237986347 84.202379570866469 367.05814454390202 184.08745020627975 15.79699109867215 16.428981921868399
leaf_count=26 92 9461 174163 8789 17825 58 2587 2896 36 860 4320 2289 170 249
internal_value=0 0.0007411 0.00124444 0.0165269 -0.000257543 -0.0265761 -0.0345564 -0.0183054 0.0838343 -0.0208121 -0.038265 -0.00388159 0.0825379 0.0268918
internal_weight=0 28422 27907.7 2497.37 25410.4 514.225 479.179 938.935 22.4914 916.443 451.261 465.183 35.0461 17.9993
internal_count=223821 213145 210238 18250 191988 2907 2645 10676 311 10365 5180 5185 262 275
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=15
num_cat=0
split_feature=106 113 38 179 34 178 97 37 150 31 41 43 190 22
split_gain=47.3845 85.0282 78.3151 70.848 68.1405 84.1426 51.2605 372.016 48.4538 44.7731 42.8336 42.013 40.5578 39.9858
threshold=-0.041474138809848252 0.19100153260936417 0.94949609145149194 0.12886580696369329 -0.084934938619832048 0.29710146046263158 -0.16834213536055367 2.5675517558590566 0.33878098301796739 0.040969481287000162 0.029665591986309515 2.8509008837521792 0.0090703861968873829 0.036444132291429586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 10 6 5 -5 7 -1 13 -10 -3 -8 -6 -2
right_child=1 2 -4 4 12 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=14.105385866210348 -0.059933731611932654 0.14276233030240146 -0.042246754956983879 -0.064108603017323892 0.012301504296852436 0.08853420004710813 -0.068214080746039282 -0.080125857089620972 0.0098801340734109028 -0.0015781030813174328 0.046777250604180691 -0.017467895912733136 -0.020336392385723243 -0.010402373300039918
leaf_weight=0.021148266685485306 183.04101041601461 52.716188895665255 94.157105380494613 47.412492882409424 566.21776919317199 151.52906375355087 313.54444093685379 0.14692406012545689 5013.2722649005445 10664.787756734095 393.75577275607793 340.12040819221511 1162.3178384821804 1487.4092917707749
leaf_count=12 1529 1918 561 1351 2833 1120 56807 108 57370 61796 1678 15614 11131 9993
internal_value=0 0.00157781 0.040632 -0.0129155 -0.00326648 0.0521558 -0.0413604 1.70481 0.000360766 0.00208582 0.0581105 -0.0418094 -0.00964517 -0.0158298
internal_weight=0 17889.1 540.629 2581.31 1927.48 198.942 653.833 0.168072 17348.5 15678.1 446.472 653.665 1728.54 1670.45
internal_count=223821 134845 4157 88976 16435 2471 72541 120 130688 119166 3596 72421 13964 11522
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=13
num_cat=0
split_feature=157 73 65 119 157 172 191 18 76 55 153 97
split_gain=50.2433 53.3267 93.3046 91.1941 93.0425 81.4597 80.1373 57.6399 16.7561 9.6672 22.2892 9.43333
threshold=0.27366379671925084 1.0000000180025095e-35 0.087838885510199458 -0.041363979789716072 -0.10757786164878333 0.26117412271016899 0.034482758620689717 0.70857424744887898 1.2509591992850695 -0.054867393279275929 0.030322638412247006 1.0886487687496926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 -4 9 10 -2 -11
right_child=8 3 7 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0040062877429825521 0.27643498300668928 0.050709969067006339 0.043973204763817546 0.0073562357661525668 -0.020865204905982902 -0.021257707281782862 0.016223223276464523 -0.021847694838645584 0.40524128231639306 -0.066286059649385817 -0.028806220913880961 0.10949852625932466
leaf_weight=6030.4243381475681 2.4765004913206203 165.26750617241396 889.60531615915534 6067.0798409910058 1446.7960695817383 3253.3944033981834 2899.9051582714601 156.44035596068716 0.81713620037771661 149.68349868260702 70.325986462237779 3.116395005141384
leaf_count=47963 361 882 7076 31256 28700 28689 20559 883 31 41873 15437 111
internal_value=0 0.000585937 0.00587259 -0.00423834 0.0019222 -0.0177786 0.00256275 0.0341294 -0.0467751 -0.0484123 -0.0184229 -0.0627009
internal_weight=0 20908.9 9976.38 10932.5 7513.88 3418.66 8930.33 1046.05 226.42 225.602 72.8025 152.8
internal_count=223821 166008 76481 89527 59956 29571 68522 7959 57813 57782 15798 41984
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=15
num_cat=0
split_feature=20 165 166 99 130 131 182 131 131 95 87 135 71 149
split_gain=66.9758 73.0126 145.711 127.049 74.983 107.928 63.0717 60.4335 53.2098 38.013 25.9593 28.2234 21.3572 13.8812
threshold=1.0906619137391818 0.61603673706436746 0.31009858945289942 0.049490698409822967 -0.42806779740576173 1.0000000180025095e-35 1.0000000180025095e-35 0.50496000688792175 0.66599767741515159 1.0366454289498528 0.0070514182853184375 0.086664610088252922 0.99847917947422238 0.052438150386341677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 10 13 12 -12 -2 -10
right_child=8 2 7 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.020761746601694563 0.22152462433731382 0.0012290800927867642 -0.001783598310284337 -0.053496451138304618 -0.012632373767257244 0.0049762673449853601 0.063960417524675114 0.047620681729850116 -0.029616182003214132 0.079621110245372828 -0.022042031682976543 0.088274328649742162 0.89651220439210355 -0.14620660345564296
leaf_weight=118.64641580238822 6.07632656986243 666.86613502008549 1895.3270624095603 1165.8851702313259 4484.4745101633816 15553.008885616102 338.7480106629373 284.80447949236259 21.658447292633355 21.490206152200699 27.373271222866606 151.80944735719822 0.50794917345046986 19.321779931662604
leaf_count=4289 278 19870 21294 5864 72025 93513 3470 893 58 38 1705 479 1 44
internal_value=0 -0.000465953 -0.012801 -0.033584 0.00194924 0.00103538 0.0419838 0.0046704 0.0517392 -0.0280987 0.0785874 0.0714216 0.273597 -0.0845874
internal_weight=0 24507.8 4012.88 1832.75 20494.9 20037.5 457.394 2180.13 248.237 62.4704 185.767 179.183 6.58428 40.9802
internal_count=223821 221218 47921 25734 173297 165538 7759 22187 2603 140 2463 2184 279 102
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=13
num_cat=0
split_feature=28 191 169 41 16 131 153 105 79 96 12 161
split_gain=58.8829 55.2596 83.8729 97.52 80.6863 84.9026 78.9896 76.6075 0.858735 0.100735 0.0406729 0.0379717
threshold=-0.20229720780656391 1.1361105486940721 0.44135349569344079 0.66917102086970759 0.035529309667311874 0.33081432223568324 0.040168563400129219 55.73806727090362 0.22547267738717777 0.049052205764227079 2.9217956787202066 -0.14425536552120258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 11 -11 -1
right_child=1 4 3 -5 6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.086865625127116902 0.00022044524890218149 0.027879260737418605 -0.038852690352797578 0.0026657735809601925 0.01413422172245297 -0.017654675297743571 0.065836424480282027 0.16325155640375816 -0.14207371181843495 -0.10952339841859915 -0.091469608306100278 -0.082042804202971206
leaf_weight=40.670779831551044 28150.728123032772 644.94507577572949 1218.4486555384938 1056.073918633454 871.93276518466882 1121.7021964439191 446.97499394183978 28.851953266654164 2.8311980734579256 2.2650503641925743 2.7787414346821606 27.272144905396999
leaf_count=900 188269 2169 10715 13730 2038 2490 782 140 21 17 75 2475
internal_value=0 0.000188425 -0.00110359 -0.0195754 0.0129405 -0.00103173 0.031656 0.000387366 -0.088038 -0.085942 -0.0995771 -0.0849298
internal_weight=0 33539.7 30454.1 2274.52 3085.56 1766.65 1318.91 28179.6 75.8179 72.9867 5.04379 67.9429
internal_count=223821 220333 212854 24445 7479 4659 2820 188409 3488 3467 92 3375
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=15
num_cat=0
split_feature=180 163 123 43 196 29 129 83 181 86 170 13 102 129
split_gain=37.3317 82.4496 89.731 73.2018 67.0465 66.3327 63.6314 61.8619 68.8169 63.216 60.1409 57.8076 48.3145 46.2624
threshold=34.024765729585013 -0.020989237637143773 1242.5000000000002 1.0968950058125015 -0.044033923530967196 -0.064064014990953475 1.0183394001597397 -0.096673501768121908 0.015755356050350871 -0.03727283197084065 0.33906678818077857 -0.10361971368147814 0.25807498155939951 1.0209298492952945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 11 6 -6 -1 9 -9 -5 -3 12 -2 -4
right_child=3 2 13 7 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0013826739652430101 0.017166034133496325 -0.0090775630835822612 0.10708522604401781 -0.0048079014740466108 0.066699187664502488 0.019941973981900438 -0.11683151919080155 0.008639458794285567 -0.0037120752125871961 -0.043417104583176852 0.033109076402957641 -0.028066920029541545 -0.018742260356341734 -0.056085113421494984
leaf_weight=207.87166220351355 730.70067919755093 3252.679680127414 106.98258782736957 1509.8982992214442 376.37690076744184 1565.0513156027882 58.305202535819262 9051.829862288243 8991.5588665919713 589.70474953410667 377.10219805967063 1731.6376600391832 769.09637839557217 20.745247970800847
leaf_count=1474 14521 17171 918 10656 3651 14445 443 71276 59332 3561 3495 12764 10055 59
internal_value=0 0.00721556 -0.00179591 -0.00164754 0.0225538 0.0290066 -0.0245118 0.000593897 0.00248432 -0.0156519 -0.00469474 -0.0156194 -0.00124775 0.0805835
internal_weight=0 5965.11 3757.51 23374.4 2207.61 1941.43 266.177 20143 18043.4 2099.6 3629.78 3231.43 1499.8 127.728
internal_count=223821 41656 21643 182165 20013 18096 1917 144825 130608 14217 20666 37340 24576 977
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=15
num_cat=0
split_feature=169 190 20 141 124 120 195 183 108 119 158 129 136 89
split_gain=54.9174 46.3608 44.8844 47.0384 42.8925 34.3127 29.2595 36.8557 30.0275 22.4568 19.9494 15.0045 14.7436 328.017
threshold=-0.061008140244693428 2.2732057416267959 0.58918765453667443 2.041008326037471 -0.04496697137462969 0.58029781248595369 0.32233284552955538 1.1288535092751961 1.7669963017232029 -0.086218075222201221 -0.15422000164131033 1.0209298492952945 -0.28275704803020002 -0.12135446958640693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 -7 -8 10 -3 -11 13 -1
right_child=1 9 4 -5 -6 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-11.527162199834928 -0.062951093934237395 -0.083081469452785633 -0.011754431862822672 0.0019533705766026275 -0.074951402310436149 -0.069268506150029094 0.0022956774157615076 1.1748450862723625 0.2196751539962859 -0.071226903535134833 0.23531788176666404 -0.003349803522441601 -0.081699344277831931 -0.17794066102210002
leaf_weight=0.026101697822013992 112.31503790352508 3.2054023414384574 490.69313577245339 19191.937961953372 137.4873962465208 74.420923641817353 110.87918726625503 0.23887828929582511 6.7408387223986201 142.66733839652443 5.096779882849658 42.199944566847989 115.24246547897746 1.0459315494936152
leaf_count=28 5727 57 3473 139835 5182 6586 8588 74 803 2096 28 305 50309 730
internal_value=0 0.00024724 0.000719727 0.00157575 -0.0255861 -0.0422602 -0.0163254 -0.0652879 0.0147538 -0.0485069 0.112387 -0.0557325 -0.0851332 -0.45427
internal_weight=0 20125.6 19932.4 19304.3 628.181 308.594 192.28 74.6598 117.62 193.169 8.30218 184.867 116.314 1.07203
internal_count=223821 156703 154217 145562 8655 67118 16051 6660 9391 2486 85 2401 51067 758
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=15
num_cat=0
split_feature=129 131 72 132 72 189 151 2 100 45 122 167 79 2
split_gain=52.8435 82.8996 66.0223 62.3784 124.493 97.8435 61.9973 64.5881 52.4647 32.2993 28.9989 26.1658 19.9796 19.8623
threshold=1.0223449167663241 0.64582344083576959 0.11299597519159058 0.074074137435584872 0.31803747304636282 28.500000000000004 -0.099877906486852672 -0.19067547612062397 0.11086249421066964 -0.028161930834454754 -0.30454211564394112 -0.3887097120799613 1.7525086305727 0.053877481732114707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -5 9 -8 10 -4 -3 -10 13 -2
right_child=2 8 6 5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.0020687093324043312 0.099945210232230117 0.073421135253710065 0.06291410965891639 -0.046220380198447888 0.039302982653808771 -0.0012396776312023643 0.04783870304301524 -0.054579740852398306 0.059487751619991674 0.0061683118550553296 -0.064029903544254627 -0.016903216681471121 -0.16682674547681475 -0.030750630187258765
leaf_weight=4369.3959129527957 138.41102610272355 16.052198185585439 218.43866603233619 502.19663611870783 1130.2479089650733 13053.905103292922 88.242612532805651 203.73761787258627 47.643478928133845 185.47446136371582 350.46820547347306 761.56893301836681 3.1165887415409079 12.694473529874811
leaf_count=54739 1020 116 1169 5901 10773 137813 552 4040 194 1172 2196 3755 2 379
internal_value=0 -0.000851834 0.0245986 0.000738191 0.00972083 -0.00290602 0.0114794 -0.0236267 -0.0266222 0.0368568 -0.0580101 -0.0124056 0.0837962 0.0889654
internal_weight=0 20231.5 850.115 19055.7 5499.64 13556.1 695.893 291.98 1175.73 403.913 366.52 809.212 154.222 151.105
internal_count=223821 215487 8334 209226 65512 143714 6933 4592 6261 2341 2312 3949 1401 1399
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=15
num_cat=0
split_feature=81 0 74 109 131 118 1 136 74 129 158 64 107 172
split_gain=63.228 131.641 94.7802 158.6 102.309 72.7358 71.5913 147.181 122.775 69.0392 62.9924 79.1246 72.9011 62.1902
threshold=1.1711062031919022 0.5898745892553855 0.60296441439878234 0.21508575990115911 -0.057262257260318666 0.57672506733582896 -0.16798930269411852 -0.034464583371103093 0.35426040793659846 1.0214323145568891 -0.18476735080952342 0.25649998954273262 -0.4144335755175263 0.22316884337052126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 9 8 -8 -3 -4 11 -1 -12 -5
right_child=2 6 5 13 -6 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.061296451909064978 -0.058795423406950931 -0.024276231433216409 -0.0007874311021096261 0.11388245797890498 0.056682788167161768 0.034243362718473162 -0.043106084976062206 0.0078467492221718088 0.0009419351268128472 -0.057693151143449563 -0.31757850606292348 0.032767331042403293 0.067758953635976046 -0.075895033451171434
leaf_weight=111.64768522820668 119.43753884953912 2739.196570070806 1023.9050119969179 17.786680608987808 214.5172325829044 444.79913832899183 597.32475055494433 11133.837440933421 6539.5353880733019 269.26494054123759 4.9620939940214148 449.31489515615976 464.66000611655181 591.71791120828129
leaf_count=733 846 37049 3274 31 507 958 59058 101840 13009 388 25 2018 2207 1878
internal_value=0 0.0017725 -0.0144906 -0.0400079 0.0153825 -0.000638434 6.08545e-05 0.00525234 -0.00650278 -0.0126364 0.0366668 0.0140459 0.0636874 -0.0703569
internal_weight=0 22040.5 2681.43 943.459 333.955 1737.97 21009.9 11731.2 9278.73 1293.17 1030.58 560.963 469.622 609.505
internal_count=223821 215939 7882 3262 1353 4620 210956 160898 50058 3662 4983 2751 2232 1909
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=15
num_cat=0
split_feature=19 81 21 179 112 110 107 191 92 118 165 112 139 167
split_gain=58.6128 90.459 74.6939 61.9215 61.8615 130.775 126.806 93.2761 95.4784 79.8722 59.265 55.4665 22.6819 22.0711
threshold=0.47233909818251169 0.85441472349757142 0.12780892665276788 0.063017243965130448 0.76791422062132686 0.61644047921844891 -0.19451829797569661 2.7385566629752791 0.18975534474205427 0.25568335840782386 0.18703362620491218 0.19992468676376599 0.089054683740159277 -0.20047743722539055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 -4 7 6 -6 8 -1 -7 -9 -2 13 -3
right_child=1 12 3 -5 5 9 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.0021650272642612079 -0.0073860611322979124 0.13853668853743192 -0.0037577060694119883 0.07557288980053424 0.072159975270442114 0.015417096459454516 -0.0084740395712726985 -0.01469195411811087 -0.010703992612365138 -0.025260769293159225 0.057190855861252603 -0.067411051860058468 -0.11050306677852013 -0.090772253235438694
leaf_weight=20697.138992002707 334.18452532819356 7.6484954357147243 387.73078302142676 131.85113095323322 611.108899790328 1344.639150738134 286.44842894375324 154.91821134090424 7991.1306439199252 753.0257089426741 441.75742189912125 285.43303915165598 126.23840919137001 9.3025866837706399
leaf_count=162548 16646 3 2099 862 1382 3072 901 231 29892 1668 1296 2239 694 288
internal_value=0 -0.0210052 -0.0115891 0.0163735 0.000794294 0.0144826 0.0464263 -0.000605728 -0.00141964 0.00081444 0.0385275 -0.0350372 -0.0959187 0.0126942
internal_weight=0 1282.39 1139.2 519.582 32280.2 2995.22 897.557 29284.9 28688.3 2097.66 596.676 619.618 143.189 16.9511
internal_count=223821 22831 21846 2961 200990 7023 2283 193967 192440 4740 1527 18885 985 291
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=15
num_cat=0
split_feature=19 193 17 120 136 79 176 77 132 65 38 44 150 95
split_gain=34.8458 82.4609 64.644 62.3615 77.4386 66.2403 61.5595 47.3347 62.049 120.737 61.0135 60.8808 56.5605 55.3686
threshold=0.27019963610188918 0.0087090113287459029 0.52383379848045564 0.038255286932394196 -0.076524419155814941 -0.021031344609411615 -0.066595067180697728 -0.041668730269219779 0.25899081798680473 0.055615332540337528 -0.071452027879272392 -0.14022537133255134 0.41312527177887409 0.16971473402446338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 4 -2 -5 -3 8 12 -10 11 -9 -1 -12
right_child=1 2 -4 5 -6 -7 -8 10 9 -11 13 -13 -14 -15
leaf_value=0.02095485743018189 -0.74352335112378787 0.0252309149292087 -0.044968576262608528 0.004729852776558718 0.05993688019691959 0.033925721775328203 -0.012327850002892445 -0.012128051543613785 0.06797103946381973 -0.016091054522394427 -0.010045384000694484 0.036063228925919871 -0.0020917781159964567 0.0037293002830930556
leaf_weight=1298.3462754273496 2.401906774379313 660.27340491319774 374.30961190027301 1643.9016527151689 2.3964170236140481 1473.7961398831685 1286.9747861451469 420.64022007408494 412.48771801154362 291.67985450220294 10838.675251961567 695.7305827966793 5921.7904837140231 3993.1903698880342
leaf_count=9242 6 5077 1666 17356 40 15093 7300 6621 3031 2890 79272 8546 38481 29200
internal_value=0 0.00736478 -0.00690851 0.0179769 -0.342253 0.0185313 0.000407585 -0.00150109 0.00481599 0.0331509 -0.00463989 0.0179051 0.00205254 -0.00633682
internal_weight=0 5444.05 2321.56 3122.5 4.79832 3117.7 1947.25 23872.5 7924.3 704.168 15948.2 1116.37 7220.14 14831.9
internal_count=223821 46538 14043 32495 46 32449 12377 177283 53644 5921 123639 15167 47723 108472
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=15
num_cat=0
split_feature=115 148 114 58 31 17 169 114 75 130 12 157 191 196
split_gain=50.1657 47.0151 51.2979 66.1608 57.4734 48.2372 48.1232 35.4242 32.7335 28.1282 37.1453 15.4882 8.59342 28.823
threshold=-0.064754495615112373 -0.43740786967949463 19.697475130814407 0.020339273857548679 0.040969481287000162 0.10511642671043663 3.20764429576777 6.4991867811710042 0.00021547861025003159 0.043246618091995474 2.1298954379572415 -0.44008793154397435 1.4333333333333333 0.2253240288623149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 8 -7 12 -2 10 -9 -11 -1 -14
right_child=1 2 3 -5 -6 6 -8 9 -10 11 -12 -13 13 -15
leaf_value=-0.083337127675513614 -0.077047189154194604 0.0073046673261083148 -0.054628569972493546 0.017371808614003649 -0.0052182943660357105 0.0078182933222938553 -0.097507717928590532 0.20394000342515756 -0.023840306747721404 0.18321043062914347 -0.00061097092622528913 -0.083665902009058227 1.1687319120420219 -0.08073625517369451
leaf_weight=126.29798520516707 138.36381911754142 5890.1244891272945 133.83410469599767 2750.2867749423021 9700.3483637574172 751.27623040594699 46.037648848432582 9.6940171297701436 703.6235067058733 2.2740389804028558 105.4275573215393 49.733782618140644 0.23912615151493699 0.81003534223418683
leaf_count=57582 689 62759 1649 17088 55749 4062 260 2133 5540 438 7640 8043 3 186
internal_value=0 0.000339166 0.00177933 0.0140307 -0.000487084 -0.0158912 0.00173667 -0.041236 -0.0325838 -0.0109604 0.0166136 -0.0719967 -0.0809695 0.204044
internal_weight=0 20113.9 18474.6 2884.12 15590.5 1639.3 797.314 294.477 841.987 167.129 115.122 52.0078 127.347 1.04916
internal_count=223821 147796 137245 18737 118508 10551 4322 76025 6229 18254 9773 8481 57771 189
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=15
num_cat=0
split_feature=44 159 64 137 170 68 158 13 90 157 174 16 13 4
split_gain=49.5962 78.306 58.5613 105.323 98.3997 88.1426 78.0236 73.4488 67.9587 52.2913 64.0383 48.6655 52.6964 43.6331
threshold=-0.12666398281337762 0.065870326526963383 -0.013275621223360795 0.1219004110512194 0.64349123814269527 -0.053375709495917911 -0.35126043871089135 -0.11211429377204422 -0.041809396724219496 -0.030343684526256194 -0.1839403033669639 0.76334747115077506 -0.34063634576228702 -0.2123268378301621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 5 -5 -4 8 -8 -2 13 -11 12 -3 -1
right_child=2 11 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.057143223671458125 -0.34383558777332479 0.02981864032865832 -0.0052754566830127232 -0.017442145448557069 0.017973082729516931 0.015044999527774806 0.0031865967262563483 -0.02637890341252826 -0.074927750419256964 0.080823428173254552 -0.099827328062795539 0.12440252462133264 -0.0022077487458731547 0.086260104695120493
leaf_weight=23.077229217160493 10.929496580269186 651.87195958255325 3451.8555869943229 4117.8687215216196 969.18683206961941 5593.7777601469134 1698.5962800075067 1662.8281155390323 67.071555663831532 36.176523685455322 42.883572906255722 34.271690191613743 2425.0140287507093 263.31388728227466
leaf_count=171 56 4679 17423 42079 10938 63458 10148 56409 294 438 90 217 13960 3461
internal_value=0 0.011041 -0.00203113 0.000816765 -0.0106948 0.00729062 -0.0137332 -0.0114389 -0.112607 0.0548301 -0.0171647 0.00589735 0.00457739 0.0747047
internal_weight=0 3476.61 17572.1 14132.7 5087.06 9045.63 3439.43 3361.42 78.0011 365.451 79.0601 3111.16 3076.89 286.391
internal_count=223821 23016 200805 133898 53017 80881 66907 66557 350 4160 528 18856 18639 3632
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=15
num_cat=0
split_feature=155 183 12 168 117 154 127 110 142 106 61 119 191 169
split_gain=58.8308 63.0116 79.8994 120.317 89.5627 77.2893 71.2501 57.2282 24.8469 22.313 21.4109 16.9407 11.3891 5.1042
threshold=1.1570229827649301 1.9857385921114521 1.3895774741248155 26.412918667381913 3.6785922742978507 -0.098357440329268173 -0.18436317062643917 0.12784469697316422 -0.045118259308828408 -0.063808990031244281 0.66332267396682865 0.99828884774584881 -0.18132783250122861 0.76817101703872936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 10 12 13 -11 -10 -2
right_child=8 5 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.018920552330842094 -0.090090358424720393 -0.031165047222424736 -0.0048944798105244229 0.023646453012919351 -0.012827605464610703 0.056058533154598113 -0.035174811594514417 0.01099152206822643 0.22164530046544925 -0.10319197145064006 0.084186099652928836 0.09185997072554683 0.095769795111125391 -0.47706157871196342
leaf_weight=4206.2071280269665 14.806232003538753 422.61648383643478 14235.137235874921 1648.0306430216588 1126.5521580105706 91.031224607955664 1434.9575466469396 1352.7990684995893 7.8636274856398805 9.8764273666311073 11.020102169364689 8.1084633911959809 83.657403634861112 0.34888708591461259
leaf_count=20500 928 806 178580 11555 3723 354 3248 2434 34 850 47 40 720 2
internal_value=0 -0.000377021 0.0016228 -0.00193308 0.0122137 -0.0132286 -0.0297324 0.000956654 0.0656529 0.0865749 -0.0218756 -0.0152531 0.106585 -0.0989989
internal_weight=0 24517.3 21215.9 15883.2 5332.76 3301.4 1525.99 1775.42 135.681 109.506 26.1752 17.9849 91.521 15.1551
internal_count=223821 221200 214358 190135 24223 6842 3602 3240 2621 1644 977 890 754 930
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=15
num_cat=0
split_feature=187 123 35 42 25 20 18 34 109 130 47 14 76 20
split_gain=55.7164 70.6584 107.676 143.748 99.5211 70.8992 69.9451 57.4893 136.098 142.599 129.463 119.072 117.451 67.9849
threshold=-0.076241309958380798 483.50000000000006 -0.041186379476816547 -0.054083868021483968 0.15736495629513711 -0.14012856898592999 0.67098786178545666 -0.057785912886542702 0.16259360679703247 -0.23193456233959378 -0.11969287778978165 -0.28475278687285505 0.22095718839496153 0.18216874964498983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 8 9 -2 13 -10 -12 -9
right_child=7 2 3 -5 -6 -7 -8 10 11 -11 12 -13 -14 -15
leaf_value=-0.0068918484883947213 0.031673085357375154 -0.077457804824491161 0.10251754088243994 -0.0012034114635465503 -0.0025734331494031426 -0.081600735357072879 0.77939475382921486 0.12801063595299228 -0.0052458193723809625 -0.027786434815786333 0.001981718404374228 0.022405535128526895 -0.014939585930111599 -0.091901514220605565
leaf_weight=185.87439481326146 525.4687333914917 321.59589530313679 156.38348085163307 917.92390028848604 396.01461497042328 280.42661621474326 1.1382745030568902 108.98686193814137 2229.52562785591 1735.4468884840826 15954.049327861409 5165.2389003665885 5521.5855051048566 16.13943805207964
leaf_count=3837 2477 2675 856 8092 1621 9277 27 613 6431 15422 139173 12545 20340 435
internal_value=0 -0.0151719 -0.00613969 0.0138949 -0.0361327 -0.0497966 -0.00210602 0.00108938 0.00750393 -0.0139672 -0.00177797 0.0140686 -0.00236891 0.0996452
internal_weight=0 2259.36 1791.92 1074.31 717.611 467.439 187.013 31256.4 9655.68 2260.92 21600.8 7394.76 21475.6 125.126
internal_count=223821 26385 13244 8948 4296 13141 3864 197436 36875 17899 160561 18976 159513 1048
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=15
num_cat=0
split_feature=151 14 15 19 31 195 121 160 114 169 179 73 71 25
split_gain=34.3979 62.5031 43.3368 43.8119 54.4175 47.5523 42.9039 40.2621 40.2496 37.7055 52.9543 31.7704 31.6989 43.6516
threshold=-0.31457086329734801 0.13102249620321196 1.7736774152525194 0.27019963610188918 0.10418887414056895 0.36394752248939749 -0.16729718398081031 -0.34831781276541385 24.099062520482089 0.045454397273553847 -0.1234328210363952 -0.029721069055206505 0.95072387123989854 0.61872431868761268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -2 7 -4 -8 10 -3 -11 -1 -14
right_child=2 9 6 4 -6 -7 8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.042321507374749961 -0.010315358592432695 -0.093976656678191856 -0.021298662386934356 0.0035248814788472627 0.045054659949312723 0.0014155360277262781 0.0054102059368919889 0.040257503557389829 -0.021248046927092448 -0.049579408960880651 0.050646115640606781 0.0061268254915597328 0.037800378774714261 0.64333831842815137
leaf_weight=630.67655978222319 7160.1984839785946 28.365301217883825 129.6150697441044 2040.777135227574 373.21595584973693 6678.5101905226584 10333.488356884453 589.59349789463158 599.20916071813554 152.74719723407179 235.65876436885446 310.48397061601281 28.783514946699146 1.2418296440737311
leaf_count=7683 49923 107 5398 21607 1615 51971 66841 7622 6479 1003 1241 1877 385 69
internal_value=0 -0.0152782 0.000851167 -0.0024856 0.0099456 -0.00465407 0.00550547 0.0291639 0.0039491 0.00494832 0.0351086 -0.0122419 -0.0375423 0.0628451
internal_weight=0 1387.96 27904.6 16252.7 2413.99 13838.7 11651.9 719.209 10932.7 727.255 264.024 463.231 660.702 30.0253
internal_count=223821 12365 211456 125116 23222 101894 86340 13020 73320 4228 1348 2880 8137 454
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=15
num_cat=0
split_feature=145 92 159 57 19 106 13 35 157 114 28 101 97 184
split_gain=50.1182 93.8256 335.886 46.8084 51.6089 52.9858 51.1243 33.292 29.8647 27.8701 19.3058 11.1963 7.87298 3.7357
threshold=-0.30231291753226025 -0.12250169477330779 0.083514376995145745 3.614584379182241 0.518575306922335 0.11215367839838583 0.36713498789420357 -0.1080683304153997 -0.20102387242282002 5.2917685226026991 0.31910854053902554 -0.08003180699772415 -0.050061779585079923 -0.028107135079546045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 -6 -5 8 -2 -9 -4 13 -13 -3
right_child=3 11 10 4 5 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-14.301937325793354 -0.081638479396594965 -0.062775628678782586 -0.080471813577521867 -0.0013135430238382444 -0.066399715572501281 -0.0081537489748820854 0.0099882694994447609 -0.085997752903139907 0.11367484906973142 -0.021997153246280189 -2.7808070517397017 -0.13100201105179665 -0.059960509322117252 0.092782032769704773
leaf_weight=0.020887952096326934 10.507947352180052 2.1195305462606484 0.10935666114420711 12902.596189843585 213.77555626321919 579.69962207536446 5802.4763786982803 75.641723048254789 30.705422848797753 677.13937202351735 0.034933732329591294 19.405615084419566 79.538479961567816 5.6833377190632737
leaf_count=17 1349 31 184 129490 13570 3457 33972 7652 1215 10001 3 3099 19737 44
internal_value=0 -0.068484 -2.44997 0.000163589 0.00113276 -0.0238462 0.00219238 -0.0236369 0.0638769 -0.0284281 -0.734242 -0.0647989 -0.0738937 0.0505272
internal_weight=0 106.912 0.165178 20292.5 19498.5 793.475 18705.1 793.994 41.2134 752.781 0.14429 106.747 98.9441 7.80287
internal_count=223821 23115 204 200706 180489 17027 163462 20217 2564 17653 187 22911 22836 75
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=15
num_cat=0
split_feature=67 38 25 10 19 48 127 74 29 166 136 139 172 97
split_gain=52.9298 68.128 131.98 87.937 70.1311 64.9143 80.4962 59.1017 58.0334 90.1175 79.7098 43.8751 2.10041 1.88392
threshold=-0.086735648593104855 -0.064086650460305136 0.07735869256355242 -0.33634522012743467 -0.32389477573324954 5.8497009225316798 -0.077274619829082389 -0.30782940931270492 -0.036574537627164679 -0.35933196194595701 -0.0095225245483313171 0.025512261791682565 2.7112076630821891 -0.14494393970894745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 11 -7 12 9 -9 -10 -3 13 -1
right_child=1 5 4 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.23945273798307634 -0.1327608863135703 -0.017370754940553131 -0.11866010327847115 -0.038787682306362412 0.014478225243854032 -0.019571831833990055 0.00027865605147306784 0.034040571440426805 0.034608859930643499 -0.033797546781656411 0.0026400744421654762 0.01883168815921454 0.18869763909171064 0.092577793207930248
leaf_weight=0.88392580254003306 135.6150772459805 392.58944130294367 42.534516417304985 374.73402762162732 566.59193793134182 2546.063744838335 10335.585720910667 278.94460557121783 1246.0411281707056 657.14504837693312 2085.0119146464276 2272.8975085830316 2.4373602531850329 72.706703768693842
leaf_count=12 410 18875 106 3721 4068 64233 86844 3390 10305 6578 9688 14507 13 1071
internal_value=0 -0.0024211 -0.0262474 -0.0637592 0.00518135 -0.000705476 -0.0036448 0.00997354 0.00841645 -0.0135825 0.0145986 0.0134996 0.0973669 0.094342
internal_weight=0 16666.6 1119.48 510.349 609.126 15547.1 12881.6 4343.17 4267.14 936.09 3331.05 2665.49 76.028 73.5906
internal_count=223821 192764 8305 4131 4174 184459 151077 31057 29961 9968 19993 33382 1096 1083
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=15
num_cat=0
split_feature=143 53 165 23 4 55 106 67 48 10 96 87 172 109
split_gain=59.8048 97.6164 133.97 120.315 175.618 168.568 111.392 96.0638 99.0222 124.308 88.115 72.0272 57.9168 74.1477
threshold=0.020922992153954306 -0.051156321137823181 0.56462249525770136 0.073836650696382941 -0.033881284287683854 0.0018551154144011257 -0.34568342792256729 0.0075626872221333944 7.6625564367815224 1.0052538069470811 1.2009604453687024 0.011352242808549358 0.59983282819194128 0.71758717035435948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 12 9 -9 -10 -4 -2 -14
right_child=7 3 11 4 -6 -7 -8 8 10 -11 -12 -13 13 -15
leaf_value=0.030749708940565626 -0.0043529204481544291 -0.037603972933105148 0.3322238360130006 0.075703615769357691 0.015340870436956778 0.020592230785623097 -0.0079812821853034663 -0.042116105516654102 0.006832499054184725 0.042835852603273439 -0.016521545624664652 -0.060698842109451014 -0.048226622657563951 0.02752692655938262
leaf_weight=939.4305509631522 826.93868766316155 930.84929695675146 4.7138609111716496 555.15359534084564 3656.7740007895045 1069.6670867494613 3543.5670771776795 1022.4572269877099 8202.9081641416269 207.14351840579184 2011.7939285952598 453.13424865149136 1040.4293124559481 147.53015523543581
leaf_count=2416 4601 53699 397 2471 15206 20401 34099 7482 66420 579 4436 4788 6582 244
internal_value=0 0.00536297 -0.00512739 0.0137061 0.023297 -0.00648673 0.000134956 -0.00453929 -0.00099441 -0.0278048 0.0022329 -0.0566534 -0.0246737 -0.038819
internal_weight=0 11153.3 4940.85 6212.44 4211.93 2000.52 4483 13459.2 11444.3 1229.6 10214.7 457.848 2014.9 1187.96
internal_count=223821 133477 41700 91777 17677 74100 36515 90344 78917 8061 70856 5185 11427 6826
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=15
num_cat=0
split_feature=129 160 180 91 47 19 130 43 56 111 188 102 19 109
split_gain=58.1068 119.077 120.336 118.795 94.778 81.6059 71.7755 65.1306 61.551 60.7909 60.3506 46.7691 40.2636 32.4897
threshold=1.0151277114790422 -0.27216274295219522 36.248326639892916 0.006474512390564755 -0.032072457757986887 -0.25651184247668096 -0.49205658326346352 0.54129071388842387 -0.2016206724738602 0.13378831707855854 -0.072540427831757237 0.13473612031974339 0.18539098530905698 -0.14553859953687301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 5 -1 11 -3 12 -6 -10 13 -8 -2
right_child=6 2 3 -5 9 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.028106394560285686 -0.084847467319839942 0.044137087527554061 0.10903312563401575 -0.015951062861572374 -0.086698521979538951 -0.060625728754940822 0.074833827310255022 -0.065120056399383688 -0.015464249562525704 0.054894996170552074 0.0022907824320693286 -0.0841525976501174 0.0064254591902098528 0.24823338735159581
leaf_weight=192.99631556961685 4.783984130830504 58.777527752099559 83.293980749876937 874.19779486930929 32.492667992133647 223.8827460585162 187.66814122779761 760.64987274390296 2053.7109465905523 453.7987019252032 28227.355617631722 138.64786798603018 158.87876643042546 7.5505921021103841
leaf_count=679 238 186 2789 19264 238 1722 627 18506 19759 1083 155117 2452 1156 5
internal_value=0 -0.014125 -0.0291526 -0.00507846 0.0154407 -0.0195467 0.00122713 -0.057283 0.00156618 0.0454341 0.00108661 -0.0675521 0.0434712 0.119047
internal_weight=0 2680.09 1776.92 957.492 903.17 416.879 30778.6 819.427 30627.6 486.291 30281.1 150.982 346.547 12.3346
internal_count=223821 44467 40745 22053 3722 2401 179354 18692 176659 1321 174876 2695 1783 243
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=13
num_cat=0
split_feature=127 70 188 189 118 110 161 106 173 127 124 16
split_gain=34.5294 45.3324 36.0332 32.7503 73.7465 63.9434 56.3794 63.4069 54.2194 52.2693 28.1052 15.6974
threshold=0.91469611425749131 -0.0037336416645009055 1.350697809653034 31.500000000000004 -0.071258947225652999 0.61644047921844891 -0.029366608398858064 -0.17697842510995138 0.012486888470741806 -0.46706242388172309 0.21879526065735636 0.36615596596934746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 4 8 -6 7 -5 -1 -8 -4 -3
right_child=1 2 10 6 5 -7 9 -9 -10 -11 -12 -13
leaf_value=0.017163780795985472 -0.35480339036032316 -0.0602476376269424 0.26752658413330427 -0.025214637860351753 0.01217169437595203 0.07374450251694871 -0.020337600223501118 -0.0034717457504843743 -0.025112945412013084 0.0041960069854990551 0.018778511606133443 0.088931643000100882
leaf_weight=442.89210005322821 4.4692276618443421 162.53071962133981 5.1543003637343636 1629.5957191492053 3478.7494413157692 177.25616179697681 926.65364107536152 7579.3491744725616 962.85873223328963 13815.754920169828 38.249274113913998 7.3736125063151112
leaf_count=5283 21 546 34 15696 23930 838 10922 68948 5611 91725 204 63
internal_value=0 -0.0396041 -0.033 0.00036388 0.00767232 0.015157 -0.00118065 -0.00731932 -0.0117934 0.00265391 0.0483181 -0.0537735
internal_weight=0 217.777 213.308 29013.1 5061.76 3656.01 23951.4 9208.94 1405.75 14742.4 43.4036 169.904
internal_count=223821 868 847 222953 35662 24768 187291 84644 10894 102647 238 609
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=15
num_cat=0
split_feature=67 195 195 180 180 173 177 188 8 133 65 55 188 64
split_gain=43.9269 43.8703 57.7 78.6207 51.6741 35.9063 39.0985 32.5862 29.5553 31.0519 26.9466 19.5495 19.3278 65.1429
threshold=-0.040639837360796315 0.1432331000577311 0.18302900411398265 27.972556894243645 29.213520749665332 0.020744826647200867 0.003738536785971525 0.11135247095071263 0.11606736645716341 0.1369865612839887 0.76304679698356226 0.18554575541798532 -0.1091554120471597 -0.22877998648320277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 12 7 -7 11 -10 -8 -2 13 -1
right_child=1 2 4 -5 -6 6 10 -9 9 -11 -12 -13 -14 -15
leaf_value=2.3169667729456016 -0.071210704796190058 -0.16399638071496819 0.027635085668004877 -0.021947873066681261 -0.00036629270726356114 0.32188176501529475 -0.081694402436767816 1.3127526525491291 0.087199114542238124 -0.073751352349590765 0.27926837546181854 0.068124447525064469 -0.061729095288052427 0.027776823853883172
leaf_weight=0.12510904944793111 28.590067300188821 45.665002923342399 682.78820869218907 265.52542340158834 18951.473047491338 1.4617112781270396 5.8106971816450805 0.42939074552850787 125.44325392280007 13.253228784073142 3.2109878801275045 15.544594535153008 199.32227855918674 19.446810800057648
leaf_count=30 337 254 4009 1921 146463 91 465 27 578 55 54 144 65075 4318
internal_value=0 0.000377313 -6.96645e-05 -0.0427925 0.000607465 -0.0435919 0.133441 0.546867 0.049139 0.0718194 0.0467791 -0.0221357 -0.0524177 0.04241
internal_weight=0 20128.3 19945.5 311.19 19634.3 229.807 10.9128 1.8911 182.831 138.696 9.02169 44.1347 218.894 19.5719
internal_count=223821 153761 152647 2175 150472 70060 637 118 1114 633 519 481 69423 4348
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=15
num_cat=0
split_feature=73 86 55 124 45 48 158 66 106 117 110 129 195 52
split_gain=51.2351 67.3095 57.6016 85.0135 61.3517 47.4343 49.621 45.5747 49.2949 33.5478 36.1768 33.3205 32.997 32.3802
threshold=0.52793544927981872 0.9339417223005152 0.29567724374893684 -0.29611185628113135 -0.040455803309272773 8.9389036562182049 -0.38099405102532719 2.3756037468092925 -0.1957283204444428 6.3249596654275084 0.42514410919896678 1.0205037810148405 0.48350733497863713 -0.035986203005070889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 8 11 -9 -11 -2 -7 -10
right_child=7 5 3 -5 -6 12 -8 9 13 10 -12 -13 -14 -15
leaf_value=0.0028745343426781317 -0.035077066004214383 0.0066198780121700636 -0.04196780687149726 0.022397114515125952 -0.01041124022507425 -0.025168299566337989 0.11875914644845049 -0.038228957988727302 0.092121058553467985 0.040615166208107782 -0.029203921221833875 0.019583520909183045 0.059242522289947398 0.015751502279349992
leaf_weight=11257.297449515361 358.21148778949282 59.281856031739153 228.43062200075656 2018.3216164943115 5028.3202527801513 112.84945180022623 118.00853367178934 852.93408195294614 67.520769437600393 129.08858528512064 174.5797923617065 161.93944039079361 78.541892585693859 312.33364371300559
leaf_count=72847 3029 313 13639 22899 87402 682 1034 15402 558 1484 1662 624 424 1822
internal_value=0 0.00168489 0.000843189 0.015853 -0.00122756 0.0439941 0.0812623 -0.0149353 0.00194015 -0.0280669 0.000475979 -0.0180595 0.00947165 0.0293265
internal_weight=0 18901.1 18532.4 2246.75 16285.6 368.682 177.29 2056.61 900.005 1156.6 303.668 520.151 191.391 379.854
internal_count=223821 199240 196787 36538 160249 2453 1347 24581 6033 18548 3146 3653 1106 2380
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=15
num_cat=0
split_feature=151 157 161 77 103 86 97 157 100 189 115 142 103 171
split_gain=58.1634 106.84 142.023 114.656 87.7958 118.24 186.953 117.304 107.994 78.2619 77.1918 109.473 80.4043 71.9657
threshold=-0.12051547988372414 -0.30110188804478044 0.080711030599785974 -0.03622921224626962 0.32152658187253852 0.60899631246005947 0.47643377855927166 -0.077865423869065156 0.028443745924531538 33.500000000000007 0.3637352762201474 0.011772189322502997 0.48057271822466063 0.80041855456352251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 7 9 -7 -2 -9 -6 11 -1 -12 -4
right_child=4 2 13 -5 5 6 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.0039956738377318925 -0.029007949454486561 -0.021162085676956197 -0.044422838784951513 0.031440576256616663 -0.013063732082460922 -0.039410768320580353 0.0048546222399144905 -0.019966340789030573 0.014785394959998517 0.020148854476830659 -0.03889267975230732 -0.036360275348820727 0.042592914038300893 0.0022052413879753907
leaf_weight=1380.3825057069698 2631.6942491490727 470.11315268655017 413.75810815430305 3494.1070423797828 878.41361072074506 1398.1976024401956 3004.1068541444838 1658.4893741324931 1940.4989056410559 3689.3344320801698 160.38074566656724 1310.2042999730766 494.31976851355284 1654.9174994354107
leaf_count=11174 29510 10128 2822 28080 3455 2289 9349 90744 10938 9644 426 3665 1130 10467
internal_value=0 0.00617075 0.0141188 0.0252025 -0.00384341 0.00249054 -0.00920432 -0.0129621 -0.00122893 0.0137618 -0.00816281 -0.015656 0.0226315 -0.00712089
internal_weight=0 9378.18 6032.9 3964.22 15200.7 8970.05 4402.3 6230.68 3598.99 4567.75 3345.29 2690.59 654.701 2068.68
internal_count=223821 67892 51497 38208 155929 24737 11638 131192 101682 13099 16395 14839 1556 13289
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=15
num_cat=0
split_feature=95 95 94 169 123 109 108 112 74 110 76 144 113 93
split_gain=53.3155 105.181 109.878 104.621 92.6238 92.251 92.2197 91.2707 96.8771 91.6671 84.3679 55.7143 42.9324 41.9545
threshold=-0.034670238587282007 -0.028039777354277554 0.0067288684499312353 -0.12519195720920101 570.50000000000011 -0.21001635520075249 1.9534276293702544 0.048117383405633284 -0.05131537008392012 0.67405238953873481 -0.13134143808615364 0.03525604764294827 -0.41403932758723611 0.13455162201379736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 11 -4 8 -6 -9 -7 -3 -1 -14
right_child=1 5 6 -5 7 10 -8 9 -10 -11 -12 -13 13 -15
leaf_value=0.027485178519304033 -0.065991725981815866 0.075490954665116711 -0.053931172797766436 0.085140772314505883 0.0069766394960969176 0.030311407590977908 0.062926200522102113 -0.072026381011933496 0.12780715502540851 0.087426544451983182 -0.00029147632657528953 -0.045142644725920257 -0.070222603825978336 0.38059101339510726
leaf_weight=53.589612584270071 51.599021337344311 40.866292031016201 181.76166051210021 407.84314659499432 364.43828652944649 928.83590296944385 107.45725390303414 217.12323660152288 81.124619942083882 43.23238790652249 29898.324955164251 606.14912318342249 395.15588347939411 2.07519507408142
leaf_count=983 961 117 2772 3184 2851 7178 198 3691 617 134 155891 33158 12085 1
internal_value=0 0.000727427 0.0377717 0.0681674 -0.0211234 -0.000153728 -0.0105136 0.00149014 0.0289765 -0.045549 0.000630602 -0.0375233 -0.0565328 -0.0678675
internal_weight=0 32222.8 748.661 459.442 1156.74 31474.2 289.219 705.919 445.563 260.356 30827.2 647.015 450.821 397.231
internal_count=223821 203459 7115 4145 20362 196344 2970 7293 3468 3825 163069 33275 13069 12086
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=15
num_cat=0
split_feature=120 27 72 123 52 77 63 77 176 63 195 182 108 5
split_gain=32.089 90.5565 90.2244 85.1753 95.3175 54.4337 47.063 67.6787 67.1054 52.4345 37.1133 32.3899 18.2706 12.2147
threshold=1.4880106752311111 -0.085739145869116087 0.09942666193331888 204.50000000000003 0.022466658698363281 -0.16503465649767285 0.49512452333471518 0.099009487598654924 0.38245162417534156 0.034952813251804181 0.33622820306295426 -0.064100858674822195 1.8084625262662679 0.030861559591710476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 11 -5 -2 7 9 -9 -1 -4 -3 -8 -14
right_child=1 3 10 4 -6 -7 12 8 -10 -11 -12 -13 13 -15
leaf_value=6.0990536191246484e-05 0.5014722884332089 0.03782992668066186 0.091739465103912232 -0.01007990433489913 0.024385729983384462 0.16237705067419689 -0.060175773037390738 0.01160317184044468 -0.026552914937494412 -0.011155211035052898 0.0091759340643012312 -0.038158818107838326 -0.063023625109682443 -0.0016197147292137488
leaf_weight=12258.796932361176 6.1493403855711248 62.634933124994859 97.943575781304389 1331.077649333165 2020.3477625986852 20.567462865263224 175.85307431331603 5541.7838777582692 502.73861537897028 6315.1129948260204 122.58821396180429 537.07965410850011 41.671894274884835 145.53695633355528
leaf_count=94315 43 938 798 9395 13177 117 5429 46462 2422 41930 993 6233 409 1160
internal_value=0 0.00816009 0.0668702 0.00448622 0.0106971 0.240426 -0.00128855 -0.000761448 0.00842963 -0.00375251 0.0458444 -0.0302225 -0.0370299 -0.015288
internal_weight=0 4198.39 247.249 3951.14 3351.43 26.7168 24981.5 24618.4 6044.52 18573.9 220.532 599.715 363.062 187.209
internal_count=223821 31694 1951 29743 22572 160 192127 185129 48884 136245 1791 7171 6998 1569
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=15
num_cat=0
split_feature=170 126 5 64 118 115 177 63 2 35 195 150 184 165
split_gain=45.6849 116.88 74.6315 71.991 61.3836 63.8654 60.9259 59.9681 53.1024 47.4793 69.4083 44.1522 38.377 32.2417
threshold=0.048784035543242968 0.89716417493118816 0.041211027554647915 0.00035652278791424265 0.25568335840782386 0.50590106367025589 -0.097806201820894029 0.054452416618097348 -0.26948894820324071 0.061902391728653854 0.52293298558541434 1.4910177239648654 -0.039205585086023974 1.2259208496829508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 7 5 -4 -1 -3 -8 10 -2 -6 -5 -11
right_child=2 3 4 12 11 -7 8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.094588167282985788 0.069595172206414438 -0.013921333193360363 0.00036912542547234289 -0.005777438330114815 -0.0076819209822450432 0.018812183289221022 0.13823216957065371 0.060196071000937518 0.0098830330853489443 0.0025563299796403133 -0.027445633555272339 -0.055644368869595839 -0.053325440722529573 0.13892968407193687
leaf_weight=55.225935328573087 397.95068885717592 2245.9154140421374 7642.1178991599736 218.99571820320125 3278.5240190343829 2489.1412815219956 32.693123955861211 114.74116331301957 2300.5598291949132 472.03567075835599 90.460519162621495 203.86800553425564 754.85053203640018 17.997412954922765
leaf_count=9702 5826 59051 37392 6463 18139 21131 1293 2545 21916 2005 2988 1195 34117 58
internal_value=0 -0.00766124 0.00288083 -0.0197562 0.000963563 0.00490039 0.00922429 -0.0103188 0.0116814 0.0295569 0.0516219 -0.0104898 -0.042633 0.00756491
internal_weight=0 5722.98 14592.1 3334.5 13613.7 10131.3 2388.48 2360.66 2333.25 978.444 488.411 3482.39 973.846 490.033
internal_count=223821 135087 88734 102176 77857 58523 32911 61596 23209 10877 8814 19334 40580 2063
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=15
num_cat=0
split_feature=73 129 65 58 157 109 154 191 51 171 129 16 184 2
split_gain=48.3449 90.9237 90.9619 87.1704 90.0291 94.0192 91.9561 72.2911 46.9931 45.0159 40.2648 31.0117 27.0081 21.9638
threshold=-0.043485798424407467 1.0212563822485337 0.20364921151348087 -0.15630219964555606 -0.10100690722637086 0.2519053739294862 0.084375088589352346 0.034482758620689717 25.27960551399925 2.2071271491528348 1.0172002407922875 -0.29279350979043889 -0.010308918278051396 0.053877481732114707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 6 -6 -5 -1 -4 10 -2 -3 -11 -13
right_child=3 11 8 4 5 -7 -8 -9 -10 12 -12 13 -14 -15
leaf_value=-0.0054161852233874375 -0.0021825370455143939 -0.048267357797884651 0.088333790678468374 -0.0027823564709356704 -0.0069553942147776542 -0.052400279229806369 0.020055701750557389 0.015634757352619787 0.015079478635687288 -0.13357462871387568 -0.048028364826857524 0.077263274161823575 -0.026166342113661523 5.9931020216140549e-05
leaf_weight=4926.4518429122418 369.24241060967324 25.568500879016938 184.911440794589 7373.6185381211108 1669.6122576536454 625.91123089673783 2317.0479762409814 2438.9599618682842 166.35812727599114 67.434511230734643 398.1211074940511 261.71320226602256 35.860502309398726 42.888632412679726
leaf_count=57246 3594 503 1343 36754 68380 11809 14485 21545 1791 202 2016 2063 389 1701
internal_value=0 0.00612435 0.00392559 -0.00375906 -0.00153983 -0.0193467 0.00267825 0.00155456 0.0536412 -0.0343107 -0.0259681 0.0575135 -0.0962861 0.0663929
internal_weight=0 8046.85 7716.68 12856.8 11986.2 2295.52 9690.67 7365.41 351.27 870.659 767.364 330.17 103.295 304.602
internal_count=223821 86192 81925 137629 131428 80189 51239 78791 3134 6201 5610 4267 591 3764
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=15
num_cat=0
split_feature=20 186 151 187 126 44 110 73 131 95 73 192 188 6
split_gain=59.8355 58.939 67.2338 171.015 89.6647 65.5721 101.3 64.6063 39.8152 31.6395 21.263 26.9471 12.9973 1.42888
threshold=1.0906619137391818 45.750000000000007 0.13054108362324418 0.46163994317028639 0.90322466561972281 0.1474982737410884 0.32473825819689189 0.57578705680550368 0.66599767741515159 1.0366454289498528 -0.11374568055284477 14.137119996141386 0.01242283950617273 8.0621760326868905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 10 12 13 -12 -10 -2
right_child=8 5 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.012410445795800206 -0.10266229261003963 -0.060695241793657387 -0.020689517858979545 0.021999742167189522 0.0077566761569848987 -0.024118786200511673 0.021333254048905792 -0.013962466639435143 0.04210441381517871 0.077792779489389327 0.29347322095284378 0.072564325025535489 -0.1036926466025726 0.082108261156643492
leaf_weight=2630.2350944801074 7.0927643341710782 457.78302926011384 3441.9873459105511 1290.1680053912569 13624.185249425755 985.12239337898791 976.3085397016257 836.14732436649501 7.6118333384511052 20.853589199483395 5.7083769398886934 168.99441581757856 31.081815287820064 0.44478004425764073
leaf_count=49667 617 1258 67897 3384 93493 2074 2119 1326 39 38 114 1729 63 3
internal_value=0 -0.000502672 0.00143932 -0.00905078 0.0044933 -0.0130222 -0.00149489 -0.0304962 0.0494913 -0.021499 0.0726874 0.0797825 -0.0750114 -0.0917592
internal_weight=0 24241.9 20986.6 4732.16 16254.4 3255.36 1961.43 1293.93 241.788 59.5472 182.24 174.703 38.6936 7.53754
internal_count=223821 221218 214441 71281 143160 6777 4193 2584 2603 140 2463 1843 102 620
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=12
num_cat=0
split_feature=148 16 180 123 195 14 80 99 1 68 184
split_gain=53.7126 52.2468 51.312 177.366 109.09 25.3545 25.0111 34.7649 15.0564 12.846 6.15765
threshold=-1.4179270228356258 -0.5416544453060318 35.192101740294518 432.50000000000006 0.33241946712457399 -0.44759217759471076 1.8107740102284151 0.49285055239258585 -0.46455994719318189 -0.1775062391822565 -0.039961193946089955
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 -1 9 -8 -7 -2 -10
right_child=1 2 4 -5 -6 8 7 -9 10 -11 -12
leaf_value=0.10782625093784953 0.038699123752694679 -0.045322978768732661 0.011791344000040303 -0.00044492134144955855 -0.001967329570885789 0.073703263203373587 0.11525438560560862 -0.084491308639244173 0.022246971445368802 -0.10165213387463055 -0.092983838788116058
leaf_weight=7.777019089087843 7.0612019151449195 1032.8260511560038 8609.0078530794199 5976.8978745542117 17430.522819716247 6.1132019665092221 16.275753578171134 18.752954039722681 4.8603938336018464 85.289640326751396 101.09375162853394
leaf_count=29 36 24255 57497 34700 103853 17 35 365 45 2200 789
internal_value=0 0.000290716 0.000537083 -0.00705734 0.00258147 -0.0667768 -0.0636305 0.00831862 -0.0788936 -0.0909208 -0.0876979
internal_weight=0 33176.6 33049.3 7009.72 26039.5 119.844 127.38 35.0287 112.067 92.3508 105.954
internal_count=223821 222941 220305 58955 161350 880 2636 400 851 2236 834
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=15
num_cat=0
split_feature=170 28 130 195 54 142 89 177 180 108 17 196 130 29
split_gain=31.5252 71.2954 73.2787 73.5613 72.4379 65.0909 49.2115 45.7431 112.013 65.6403 54.2797 49.0943 45.6095 41.5423
threshold=-0.052639179050381707 -0.075974166862524575 -0.18528203411514202 0.68581163101680642 6.1774585059241067 -0.011190654495515139 -0.11344428122496178 -0.070559545193128612 31.550870147255694 1.6087451893020639 0.62519025453011456 -0.049852378512599098 -0.46334958906257623 -0.15788009710192111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 8 9 -2 -10 -9 -13 -7
right_child=7 2 4 -5 -6 13 -8 11 10 -11 -12 12 -14 -15
leaf_value=-0.061787157402353868 0.11202647903247727 0.013886070434934759 -0.065829630316490598 0.18439986037199738 -0.012141087683105197 0.071601816150989595 0.045477411823318437 -0.03056049278884437 0.010814369736787323 -0.00087271414407210442 -0.070889001637487667 -0.023184010633603896 0.0019202838121173699 -0.040781163285224159
leaf_weight=46.221780403226148 174.29390286793932 608.38960637386481 266.97927580110263 26.398369161994196 4280.7198877905903 39.022762394044548 572.98824498382965 505.43989103101194 1955.566457550769 73.094734190497547 84.84016468480695 751.51839458127506 19551.440433659125 209.35845214137225
leaf_count=560 1630 7512 2845 362 49983 515 9740 2938 18519 480 510 8985 117453 1789
internal_value=0 -0.00640875 -0.0108503 0.0209771 -0.015293 0.0201228 0.0374705 0.00170029 0.0151219 0.0786687 0.00741714 0.00022465 0.000991043 -0.0231249
internal_weight=0 6050.08 5182.49 634.788 4547.7 867.591 619.21 23096.2 2287.8 247.389 2040.41 20808.4 20303 248.381
internal_count=223821 73306 60702 7874 52828 12604 10300 150515 21139 2110 19029 129376 126438 2304
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=15
num_cat=0
split_feature=88 58 34 116 179 70 142 139 22 1 174 124 75 92
split_gain=42.9491 41.1543 75.278 71.6666 100.448 67.2155 64.2617 38.405 38.3247 40.3727 17.7841 7.3118 3.91 2.04851
threshold=6.7391251147440565 0.92220995383270721 0.4412429573904017 0.46960785920344322 1.5217019985974198 0.31743429226226699 0.39143693192460011 0.31394795670418746 0.095735385514663998 -0.0035702193428119957 0.29926111941414651 0.019762983072985293 0.0020605422133375306 0.1806532148722301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -5 -3 -1 -4 12 11 -11 -10 -2 -14
right_child=8 2 7 4 -6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.0006648495143836931 -0.23137344264089649 -0.098142401874543858 -0.0086730011522565716 0.023812645065424631 -0.030810451135114953 -0.012872594221591808 -0.025190733250457144 0.05229367931055532 -0.20142351914989498 -0.039863778907072843 0.071769065386651412 -0.091264873789765569 -0.15808678349207095 -0.06208651929099749
leaf_weight=14545.444819426037 7.2233028938062516 180.60956995569722 1259.7296189856133 2436.0162248705165 390.64591529383324 189.3741762432328 1029.289472688848 112.55645552481292 7.806900090945418 26.267308087510173 31.246835014084354 26.404853329993784 15.616858931822209 2.5916263676772351
leaf_count=183842 19 837 7270 20872 1935 1072 5759 452 60 346 400 798 132 27
internal_value=0 0.000223949 -0.0144655 0.00161477 0.0162637 -0.0544975 -0.00104387 -0.00367245 -0.0604987 -0.0303828 0.0207852 -0.116402 -0.169119 -0.144423
internal_weight=0 20143.7 1742.27 18401.4 2826.66 369.984 15574.7 1372.29 117.158 91.7259 57.5141 34.2118 25.4318 18.2085
internal_count=223821 222039 9631 212408 22807 1909 189601 7722 1782 1604 746 858 178 159
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=15
num_cat=0
split_feature=125 108 28 136 119 166 24 154 173 166 124 92 169 78
split_gain=46.7727 89.1914 88.1071 87.7628 116.344 81.2351 86.7668 77.9361 95.0601 71.6707 103.178 75.9436 70.855 60.6909
threshold=0.081888546974538567 1.7669963017232029 -0.033622479473936408 -0.029967977332595114 -0.19862260928954609 -0.34872518150893317 -0.04952674577937622 0.02457643734166708 -0.068998305916070216 -0.26793580763787561 0.97092213262473115 -0.018020060054609158 -0.21966233984654093 0.10414390279373249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 -4 6 -1 8 -2 10 -3 -11 -5 -9
right_child=1 9 3 12 -6 -7 -8 13 -10 11 -12 -13 -14 -15
leaf_value=0.064917014890763708 -0.0038680115821769314 0.052596758176666508 -0.080975291635196456 0.082922051281646036 0.040300031297783707 -0.02195390204954031 -0.058917832623308034 0.0047102664394403403 -0.034890474554342257 -0.073067777444403847 -0.035131139138981408 0.0067663065169771873 0.0035583991831010507 -0.02348594535912208
leaf_weight=228.22704767645337 1980.8266634094762 703.3687290539965 84.232705970556708 114.63107310631221 1299.1923883614136 1698.9285729263611 75.231564229354262 4081.8203191873909 1970.1901001140068 130.95488507364644 165.63476298004389 1322.4463734971796 6032.4919503195069 938.99245108751347
leaf_count=2574 8414 2831 823 990 18152 50571 469 28780 13239 1069 479 14035 71143 10252
internal_value=0 -0.00430963 0.00520232 0.0101597 0.0329159 -0.0134413 0.0342167 -0.00883091 -0.0193375 0.0131568 0.0358755 -0.000426933 0.00503837 -0.000562989
internal_weight=0 11294.2 9532.94 7530.55 1383.43 2002.39 303.459 8971.83 3951.02 2322.4 869.003 1453.4 6147.12 5020.81
internal_count=223821 79099 144722 91108 18975 53614 3043 60685 21653 18414 3310 15104 72133 39032
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=15
num_cat=0
split_feature=19 132 86 103 106 180 13 157 168 143 142 85 91 170
split_gain=55.9874 100.347 62.0544 142.263 139.71 210.156 99.4857 92.1318 81.3847 51.9119 98.4942 48.7141 63.348 29.3636
threshold=0.43315013871521774 0.065297581902011945 0.43272191251700903 0.66229905397327649 -0.13838815953495753 36.893574297188756 -0.091817272531739033 -0.23631873392800293 5.3309556260054771 -0.0090460728474652096 0.017288662128119994 0.11964609941929115 0.012954890416331339 -0.13379091743585805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 7 5 -1 -5 -4 -6 13 -11 -3 -13 -2
right_child=1 11 3 6 8 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.019622258634868973 0.11236690495692186 -0.046967789184637287 -0.040165490182741147 0.0075656855956368176 -0.023804435509528918 0.029199848909878132 -0.043491017673059511 -0.0082402246286013541 0.00016700435144701808 0.20542024265886194 0.03728826142416769 0.11141028033000724 0.0093977793220679038 -0.031630956097824049
leaf_weight=1176.9338019951247 20.218872588302474 141.27999496238385 1677.1941382126242 4447.5126244286221 1717.1008486198407 3514.4689784552538 417.46358454786241 1960.6620819771197 8084.7470785021942 67.273649755341694 72.275927228241926 64.696592225169297 1030.058399763584 47.265446441248059
leaf_count=10457 840 14750 3990 11185 54943 14765 963 5008 96179 2146 938 327 3972 3358
internal_value=0 0.019087 -0.00121871 -0.00800075 0.00276014 0.0169518 0.00318451 -0.022959 -0.00403234 0.0835191 0.118341 0.00829468 0.0154264 0.011512
internal_weight=0 1443.07 22996.1 8502.83 14493.3 4691.4 4864.98 3637.86 9801.85 207.034 139.55 1236.03 1094.75 67.4843
internal_count=223821 26331 197490 21146 176344 25222 12148 8998 151122 7282 3084 19049 4299 4198
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=15
num_cat=0
split_feature=129 119 59 32 169 69 55 21 95 61 128 173 2 160
split_gain=51.3287 53.0405 71.5493 54.8324 133.385 82.4866 44.5491 29.7371 23.7322 26.027 12.2534 13.1669 9.08415 0.0880527
threshold=1.0245748931830738 -0.29331198829089694 -0.025754711246307387 0.2019606089997544 0.1287134747674149 0.031293026971428106 -0.05931936418772818 0.050370595281801329 0.7178664180347929 0.43331491476209572 0.040169142459376923 -0.119727421105328 -0.3153820700317615 -0.029775643341682149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -4 -1 10 -10 11 -2 -12 -11
right_child=8 3 6 5 -6 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.11805189362593754 0.089920018680551744 0.00049214094435581313 0.3309579725269336 -0.028633224158326354 -0.021442212079743964 0.010633547900256271 0.070125037364353868 -0.083786076588111824 0.12388713063013911 -0.10809546235541985 0.025665500912211359 -0.099252708866072778 -0.090274641617574702 -0.087821359531764828
leaf_weight=8.6955909086391312 8.9303299942985159 22265.492639198084 6.8212377747986457 580.60257961126626 3166.7059111652488 6807.3305588241201 163.51615965671954 45.465046335943043 13.777068078517916 3.6997530832886696 7.1875823577865949 6.257341891876421 113.06559252989246 5.0884833838790637
leaf_count=41 39 144745 18 21729 24623 29386 357 201 18 7 70 166 2385 36
internal_value=0 0.000295341 0.0487368 -3.60104e-05 -0.00223903 0.00754765 0.0805702 -0.0513806 -0.0568366 0.0381115 -0.0726555 0.0119806 -0.0833449 -0.0963565
internal_weight=0 33044.6 224.498 32820.1 25432.2 7387.93 170.337 54.1606 158.006 22.5653 135.441 15.1877 120.253 8.78824
internal_count=223821 221100 617 220483 169368 51115 375 242 2721 61 2660 205 2455 43
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=15
num_cat=0
split_feature=157 76 41 195 184 102 127 70 21 155 65 139 152 23
split_gain=31.2927 30.9849 42.4912 35.4847 79.2007 52.426 30.6099 11.3148 8.49278 15.3513 27.5049 12.0492 5.99171 13.7403
threshold=-0.44008793154397435 -0.32227677501239599 0.16906677714931378 0.68581163101680642 0.74238802916033564 0.25491687330611074 0.16042600911202112 -0.28443197866339931 0.08903132170351423 0.24913019376204629 0.20364921151348087 0.16115181968388745 0.97879371383886049 0.37952847779684479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 9 11 -11 -1 -10 -14
right_child=1 3 6 4 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.36030176845456174 0.033838973316096331 0.0028687908867136742 0.004133324175180423 0.028771879786248674 -0.0051648855569254946 -0.00644648547611755 0.24115420844756816 -0.072536016792824592 -0.060594328028153566 -0.080555987972830451 1.5326143418812299 -0.019113589469750586 0.40080297866959963 -0.08081853403652188
leaf_weight=0.8998248619027408 10.707474675029514 16414.711258821262 90.375390938716009 1341.9487999071134 1410.4886991708772 9560.5163983914463 5.7982187308371058 151.17084729205817 115.29026880624588 0.24547841481398869 0.18561142799444497 11.989591403587836 0.92999262735247556 1.6316048929002134
leaf_count=43 38 129478 1182 9437 8410 69327 28 546 4569 33 11 632 5 82
internal_value=0 0.000274371 -0.0342225 0.000584246 0.011381 -0.000559816 0.0184231 -0.0654998 -0.0486788 0.0270065 0.614016 0.00737383 -0.0572333 0.094035
internal_weight=0 28985.7 258.052 28727.7 2752.44 25975.2 96.1736 161.878 131.172 13.3205 0.43109 12.8894 117.852 2.5616
internal_count=223821 218446 1794 216652 17847 198805 1210 584 5375 719 44 675 4656 87
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=14
num_cat=0
split_feature=145 57 58 52 170 34 8 53 114 97 100 2 194
split_gain=40.6514 39.8156 42.4068 92.6769 54.6281 34.3968 43.228 24.0264 6.89382 130.755 4.4662 2.20985 1.32865e-07
threshold=-0.34703147480578139 3.7708108348903244 0.72457676276574523 0.54431178531151814 0.048784035543242968 -0.071256132625692387 0.21290200992286992 -0.0080548002822115276 3.2651380934725807 -0.16834213536055367 -0.10090490262868328 0.17889583130889211 1.2696029661275932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 -1 -10 -12 -11
right_child=1 2 3 -5 -6 7 -8 -9 10 12 11 -13 -14
leaf_value=-14.019267326018223 -0.06607897971083368 -0.0056281510140108043 -0.044226238293037297 0.00014093115534532399 0.006690713477581667 -0.068985998631803366 0.086911499079199483 -0.019738767178650283 0.046497269052889277 -0.080038875541502491 -0.084088816553806081 -0.14119011588013819 -0.080354760906671485
leaf_weight=0.0070923361927270881 26.718472946280599 5228.1395011527566 631.57498836322338 1849.6419182287063 11557.618795790568 115.07690328302738 59.814223167515593 712.03574074373978 2.3870307607576171 0.11650658141513659 40.734941606109381 8.130249414170974 0.015033440766273998
leaf_count=1 5837 101054 2892 11534 69086 12247 617 6325 12 974 13100 132 10
internal_value=0 8.28545e-05 0.00105011 -0.0111524 0.00285385 -0.0203147 0.039673 -0.0265906 -0.0889698 -0.793194 -0.087065 -0.0935894 -0.080075
internal_weight=0 20180.6 19267 2481.22 16785.8 913.645 86.5327 827.113 51.3909 0.138632 51.2522 48.8652 0.13154
internal_count=223821 209592 184566 14426 170140 25026 6454 18572 14229 985 13244 13232 984
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=15
num_cat=0
split_feature=151 115 5 169 5 13 13 154 105 159 171 46 164 58
split_gain=46.3813 62.1981 73.3343 72.2792 80.0635 65.1843 58.971 52.4401 70.6506 60.9471 55.1141 71.9121 48.6723 47.6514
threshold=-0.15990776069109683 -0.16964889892497872 -0.056627204056628654 -0.14366912538458584 -0.027260087711111231 -0.33588663737523211 -0.13886432793730227 -0.019801800041460059 5.4559655134458502 0.18483537168902472 0.38602082189208814 -0.017201138006216445 -0.12100397408509753 1.8784962773447054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 9 -1 11 -9 -12 -10
right_child=1 3 -4 5 -6 -7 -8 10 13 -11 12 -13 -14 -15
leaf_value=-0.002391741644702735 0.019749605177645038 -0.034409093499459802 0.062746546029863612 0.014814148193876062 0.090219532017484561 -0.0069989350093587373 -0.016883180842189465 0.020509919416659639 0.017594708748583727 -0.038947172894120252 -0.0034783550645763189 0.082814539645647375 0.037628039302097703 -0.045514384938635771
leaf_weight=1996.6771237927023 1129.1253917599388 1192.4721129102982 254.51836992104654 1630.7175132144475 53.875318492704537 8567.5793373958186 719.43062535504578 678.94792876424617 2007.602496020223 591.11312127624115 1159.9426173116663 254.76368694775738 383.20846973884909 127.2263905594009
leaf_count=8451 8173 6466 1566 10479 351 136715 7128 5745 21210 5291 5729 1821 4032 664
internal_value=0 -0.00338462 0.0124216 -0.00628919 -0.0290218 -0.003511 0.00549267 0.00654809 0.000367345 -0.0107419 0.0183329 0.0375098 0.00672954 0.0138337
internal_weight=0 13547.7 2103.07 11444.6 1246.35 10198.3 1848.56 7199.48 4722.62 2587.79 2476.86 933.712 1543.15 2134.83
internal_count=223821 170878 16867 154011 6817 147194 15301 52943 35616 13742 17327 7566 9761 21874
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=15
num_cat=0
split_feature=118 33 78 59 99 102 178 72 178 168 183 163 166 168
split_gain=57.4694 56.7717 63.2998 104.542 64.0988 34.1663 38.5482 28.2725 29.6137 23.0597 20.8242 17.246 18.8775 12.4918
threshold=3.9876387932542934 3.1171164234673614 0.93001852242618233 -0.069251491555171463 0.68035452077775094 0.23484731526594024 -0.049476924350489331 0.34302455009617666 0.026731729183482173 9.6780068820274909 3.097034148459362 -0.29711384615356706 -0.14179808635611521 18.38459792703155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 -7 11 9 -9 -10 13 -13 -2
right_child=7 2 3 -5 -6 6 -8 8 10 -11 -12 12 -14 -15
leaf_value=-0.082857601050728785 0.087587985392000314 -0.0011742768482178357 -0.10540734350864495 -0.012810633394392493 0.025761567135202064 0.064636493899342604 -0.0016906088964437694 0.026054042445716422 0.069874574053629832 -0.12527416334086172 -0.018787117655447758 -0.043439230980613003 0.086642423450680656 0.29644525409742062
leaf_weight=22.897105968793767 5.3440095649566484 21690.507879034038 140.47195596061647 923.56711235735565 920.97578169777989 265.83527353894897 130.70697372499853 18.669406727422029 86.773129634559155 21.860444951802492 38.132317459210753 12.746870882343499 89.393895815592259 6.1700078768189996
leaf_count=291 62 213541 397 2893 3463 976 1376 44 249 49 134 89 247 10
internal_value=0 -0.000552757 -0.00119884 -0.025035 -7.71679e-05 0.0359158 0.042774 0.0450874 0.0187064 -0.0555673 0.0428071 0.0834873 0.0704086 0.199508
internal_weight=0 24095 23675.5 1064.04 22611.5 419.439 396.542 279.09 165.435 40.5299 124.905 113.655 102.141 11.514
internal_count=223821 222937 220294 3290 217004 2643 2352 884 476 93 383 408 336 72
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=15
num_cat=0
split_feature=122 195 0 79 163 131 159 195 129 167 142 79 97 92
split_gain=54.6598 127.327 103.915 102.6 77.6037 125.879 126.643 126.439 123.553 98.6741 75.8719 63.7671 21.1292 26.1731
threshold=-0.31253641678131633 0.33436828533876273 5.2864082501080691 1.2029694996964257 -0.26671691478019982 -0.086515660160732352 0.086447927320251819 0.36531022994552625 1.0153163336371029 -0.22312646003199207 -0.031425454673676863 0.027814176335841861 -0.04216715004143639 -0.022505069194136435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 5 6 -2 -7 10 -10 -6 -4 13 -1
right_child=4 2 11 -5 8 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.091578483674377167 0.078405323723539366 0.035921318604406886 0.31205151090054767 -0.055151837564843979 0.0051823161023205116 -0.039157740263769343 -0.00033077430051984695 -0.0057367032904796405 0.016485671810004179 0.00039429731773578652 -0.034464502209191061 0.083777667543289719 -0.079319203151111364 0.21006846865398013
leaf_weight=5.6549516182858497 275.46954227914102 981.35472093126737 19.453837165841833 141.54012687318027 723.37893908165279 1780.5200958647765 790.51961839082651 3107.8185834562173 4772.458819852036 18912.164230490442 1450.660999032054 32.988272515591234 134.38271252484992 5.8542942628264409
leaf_count=142 1001 4279 115 216 7590 11353 3616 12843 15849 126022 39283 204 1304 4
internal_value=0 0.0199303 0.0308674 0.0244416 -0.000827533 -0.0111201 0.020016 -0.0179099 0.00154249 0.00363671 -0.0212726 0.168458 -0.068182 0.0618573
internal_weight=0 1321.23 1175.34 1122.89 31813 5954.33 1065.99 4888.34 25858.7 23684.6 2174.04 52.4421 145.892 11.5092
internal_count=223821 6264 4814 4495 217557 28813 4617 24196 188744 141871 46873 319 1450 146
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=15
num_cat=0
split_feature=116 14 23 21 13 122 176 31 159 154 107 46 177 8
split_gain=29.9249 104.726 77.9333 60.1834 53.5466 63.6249 54.9358 57.2312 52.7138 50.9051 46.2277 58.1126 41.9434 36.9391
threshold=-0.067042794833449035 -0.090300946892082776 0.00083908254291582634 0.043719702414909148 -0.25344168176173709 -0.29129015710299583 -0.073291444994531593 0.048198375138867322 0.35914123353832844 0.16359012447669644 -0.046259963418785556 -0.081327021133533586 -0.18957852800119285 -0.060634811886746923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 6 -6 7 -2 -4 -7 11 -1 -12 -8
right_child=4 2 8 -5 5 9 13 -9 -10 -11 12 -13 -14 -15
leaf_value=0.026443499356723212 0.051393724988463355 -0.02651193768866408 -0.024879795601081792 0.0079920745130316346 0.11851584375256417 0.00076963723007245446 0.004566257865058535 -0.027878650407236236 -0.072500652164490351 0.01484621948529939 -0.034628916156602824 -0.010602239599372898 0.036260894814417154 -0.03580483582095477
leaf_weight=583.39130406462937 214.4787802604842 941.09667138755322 648.32661648921203 1092.210210143654 47.562618876807392 18462.564134365151 298.77648570772726 158.28433965932345 362.37568582291715 2984.2665827590972 94.753998855681857 1544.4417371308373 700.4497552368266 938.77927998459199
leaf_count=10030 3154 11643 3555 14009 383 105474 3600 2317 2280 25651 1637 21840 9268 8980
internal_value=0 -0.00627679 -0.0192588 -0.00797778 0.00166689 0.00298457 -0.0159213 0.0177327 -0.0419537 0.00272835 0.00724249 -0.000445352 0.0278139 -0.0260583
internal_weight=0 5967.05 3044.01 2033.31 23104.7 21494.4 1610.32 372.763 1010.7 21446.8 2923.04 2127.83 795.204 1237.56
internal_count=223821 74262 31487 25652 149559 131508 18051 5471 5835 131125 42775 31870 10905 12580
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=13
num_cat=0
split_feature=1 85 52 157 52 169 189 186 96 126 30 101
split_gain=39.8142 40.3831 90.2385 78.9197 66.5438 56.4622 55.1178 43.0599 0.447604 0.251645 0.133834 0.120422
threshold=-0.4830965277239791 0.19767649094646408 0.0065072128132587252 -0.17411857966044378 -0.11003169866810734 0.92093412079749359 32.500000000000007 21.750000000000004 -0.12897456607546789 0.86594663761826374 81.452466301608936 0.16353750357005231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -5 -4 -3 -2 -1 10 -10 -11
right_child=1 2 5 4 -6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.20766177712899472 0.0063879352726898117 0.033528565253733204 0.028431729220803101 0.10795144021431512 -0.00039865154936072285 -0.011570573497286012 -0.055831351220207596 -0.04375637806749047 -0.086927399516350853 -0.10910564141687676 -0.19713294160768421 -0.0828722837332731
leaf_weight=0.29610635720382461 231.89268797322507 91.903848243191874 1671.6851904354862 56.875511772235768 16702.894255230669 447.25053979273071 277.27228044397236 654.83986729887624 0.17369715597955959 1.8101991901748977 0.30141207575798035 52.472046720410482
leaf_count=4 11954 4409 8757 3556 141179 2285 22686 26341 78 93 1 2478
internal_value=0 0.00011244 0.0120392 -0.0015692 -3.09575e-05 0.0199883 -0.0335858 -0.030643 -0.0850444 -0.0843813 -0.156842 -0.0837471
internal_weight=0 20134.6 2488.11 17646.5 16759.8 2118.94 369.176 886.733 55.0535 54.7574 0.475109 54.2822
internal_count=223821 221167 38137 183030 144735 11042 27095 38295 2654 2650 79 2571
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=13
num_cat=0
split_feature=76 125 28 166 115 100 187 130 163 156 2 89
split_gain=43.9041 51.9222 75.7938 83.4122 72.6937 103.703 102.735 72.3106 28.7383 20.6053 21.5469 2.47583
threshold=-0.18290721319011233 0.079106367343147119 -0.04236956972059263 -0.35222722995910077 -0.064754495615112373 0.18497994849884966 0.38888888888888895 -0.3441621724573623 -0.34916053531586649 0.75673004117400966 -0.24071397278864728 0.036152826967516365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 11 -10 -11 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 -13
leaf_value=0.10018958236476348 0.043147640795735152 -0.0063710662879099093 -0.023351387995774825 -0.023437461343018745 -0.025395069894121537 0.020036139783222089 0.0042610744528421805 0.013143693842343766 0.67103858540524663 -0.099991091470875093 -0.031420627345462707 0.21506834565302652
leaf_weight=5.2271215282380563 219.2601290429011 4202.1047803993861 588.54543739900782 1325.4374249462635 2846.0383156845928 2301.6881944251363 1981.3525333497673 7002.8943773729216 0.39598055044188996 64.083357467665337 160.84659331556031 2.9263065308332443
leaf_count=37 2411 24465 13167 39201 30889 11094 13331 77719 9 195 11290 13
internal_value=0 0.000596493 0.00620571 -0.0139861 -0.00392612 0.00297443 -0.013223 0.0103143 -0.043014 -0.0496878 -0.0509566 0.14142
internal_weight=0 20467.3 9136.14 1544.7 11331.2 6503.79 4827.39 7591.44 233.479 225.326 224.93 8.15343
internal_count=223821 212277 132498 41612 79779 35559 44220 90886 11544 11494 11485 50
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=15
num_cat=0
split_feature=130 128 136 130 106 35 10 74 103 157 106 124 94 79
split_gain=57.6778 206.432 105.127 106.355 97.6534 135.682 101.995 96.3555 76.6296 104.699 86.4058 60.8832 43.5517 32.5542
threshold=0.32859228738721652 0.20572480949303651 0.024696148103810881 -0.021953113298090642 -0.27954675732166451 -0.04404593627334822 -0.21461025843813006 -0.05131537008392012 0.047171751741536018 -0.22476891450535627 0.89194054044494375 1.070250697624836 0.073845074782935824 1.2029694996964257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 13 6 -6 -3 -5 10 -10 -4 12 -2 -1
right_child=1 4 8 7 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.056213652748417511 -0.027921835829293765 0.051293871971964972 -0.019272032485152996 0.04645621147577951 -0.037580742028875742 -0.00080055182549224838 0.0026834958992941684 -0.016204798718884087 -0.00089081671760582947 0.018394362638592496 0.051489175276597514 -0.28662942057391039 -0.078348292271850487 0.62445377366145705
leaf_weight=540.61742575008248 321.75657046231208 602.61629845126299 1660.2597236840666 305.74013615321837 1264.9300738583115 4843.3850720323389 1521.3087944278668 1243.5320496351915 4983.6640431187989 6469.5445817952859 192.58142322540516 11.514208920300005 366.20647928863764 0.70356084033846755
leaf_count=57795 957 1557 38264 24522 5188 18013 3369 34173 13732 22860 2734 18 635 4
internal_value=0 -0.00642625 0.00367512 -0.0171714 -0.00199477 -0.00841712 0.0164756 -0.003839 0.00695044 0.0100028 -0.0119172 -0.0585809 -0.0547641 -0.055329
internal_weight=0 8931.72 15396.6 2090.59 8232.24 6108.32 2123.93 1549.27 13306 11453.2 1852.84 699.477 687.963 541.321
internal_count=223821 29737 194084 116494 28127 23201 4926 58695 77590 36592 40998 1610 1592 57799
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=15
num_cat=0
split_feature=158 95 191 102 121 191 74 16 95 71 192 157 97 21
split_gain=52.263 104.105 84.0186 110.096 58.7907 58.5698 97.0902 76.6702 42.0833 49.6435 29.7744 26.71 24.9226 23.8392
threshold=-0.48443742392304373 1.5699789620819449 0.034482758620689717 1.239525505008692 -0.4301644044346602 1.1361105486940721 0.4014361117916882 0.035529309667311874 -0.004111152862283648 0.083290881740537101 15.327665009097684 -0.067416746355585019 1.1692752743010331 0.28500275227255606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 8 6 -6 -7 11 -10 -3 -2 -12 -1
right_child=4 10 3 -5 5 7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.019023163231964003 -0.091996948119048294 0.083210505394936907 0.0669361844554099 0.33392339522543035 0.0012393129889671441 -0.0013464779970589955 -0.011809493843267913 0.030980712298954612 0.1741809524004192 0.043983010790738714 0.12419801384925769 0.14179127878568826 -0.097801944553508588 -0.10895689765108754
leaf_weight=27.276671890635043 28.552423952147365 12.535974772647021 267.01104636862874 16.393366307020187 21657.933480378164 1715.5989568415098 7739.8174182969378 1281.7951820071321 35.874168990183534 159.45798403769732 5.4280405044555655 5.8959491699933997 73.967983114067465 31.206637183204293
leaf_count=55 536 16 374 42 188868 4548 25897 2754 40 270 2 7 317 95
internal_value=0 0.0344581 0.0598604 0.0823799 -0.000480926 -0.000838442 -0.00219617 0.0124778 0.0499228 0.0678948 -0.0600111 -0.0519833 -0.0826246 -0.0492669
internal_weight=0 433.82 341.888 283.404 32624.9 32395.1 29397.8 2997.39 229.781 195.332 91.932 34.4484 79.396 58.4833
internal_count=223821 901 566 416 222920 222067 214765 7302 853 310 335 543 319 150
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=15
num_cat=0
split_feature=118 80 6 67 120 26 189 123 8 77 28 72 191 63
split_gain=29.648 41.8848 37.2756 35.6226 34.6664 79.5148 95.2799 74.3934 50.0185 63.2056 48.9202 29.1818 25.2416 19.2397
threshold=-0.20309236308291118 -0.13404542859466537 0.52954883425581956 -0.12631350587446713 1.4880106752311111 -0.059758885971804718 31.500000000000004 204.50000000000003 0.39212099140347684 0.13415893466263043 -0.18944644077250425 0.04138168467910084 0.11111111111111079 0.011565168476261892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 8 6 -6 -7 9 -2 -10 -4 13 -1
right_child=4 2 11 -5 5 7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.14659266256311218 -0.0020688344453854189 -0.092697616995842447 -0.43923413992973032 0.0038664771586724919 0.16462861506743046 -0.029371992629362204 0.030273121553500617 0.010560047981826992 -0.095337311664568158 0.011078681074924074 -0.011047426363369575 -0.046355657758633907 0.4452570611242857 -0.042922439315069366
leaf_weight=14.895515445154166 16507.278193540333 41.92380818296806 1.901653267443179 430.40870238048956 63.375672563677654 547.66667564795353 315.78311773529276 3149.6184784921061 70.54607449658215 4696.9408230881963 2872.9649490145966 324.66038134266273 2.0404678070917717 8.3652575530577433
leaf_count=76 124654 945 3 6272 473 6125 2770 20706 293 41742 16404 3172 18 168
internal_value=0 -0.0186535 -0.0226653 -0.00470446 0.000587716 0.00911757 0.0527304 0.00464505 -0.000852232 0.000843468 -0.0130676 -0.0486435 0.10802 0.0784375
internal_weight=0 824.196 798.895 472.333 28224.2 4076.44 379.159 3697.29 24147.7 21204.2 2943.51 326.562 25.3012 23.2608
internal_count=223821 10654 10392 7217 213167 30074 3243 26831 183093 166396 16697 3175 262 244
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=15
num_cat=0
split_feature=106 87 129 47 130 179 128 111 195 172 130 77 52 53
split_gain=40.0688 122.129 100.747 78.2147 75.5512 64.9716 75.6515 60.4403 57.1681 55.6348 50.3628 86.0417 49.1918 47.57
threshold=0.11215367839838583 0.023766384633726424 1.0156713753256694 0.017423683923239904 0.077423706063015338 0.18344442373983241 0.39937650403589336 0.42986091656565456 0.29805420851823072 0.45234663031707761 0.020495201836092117 -0.018448267986855994 0.24792061987647959 -0.0021104459136449239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 10 -4 6 -1 9 -3 -5 -2 -12 -9 -7
right_child=3 2 4 7 -6 13 -8 12 -10 -11 11 -13 -14 -15
leaf_value=-0.058885286658377348 0.041009105639371692 -0.0093774448866493949 -0.028645906284592244 0.036369371956753403 0.0033097063662921936 0.059168458121360748 0.013242338267265627 -0.057920374479083728 0.035733974294409131 -0.0010542141783070286 -0.054305105417668899 0.071962849399042114 0.10884566230074583 -0.016343974869472058
leaf_weight=796.71750496560799 817.78143731321404 378.87096715028383 1113.3219113021746 411.01535902805335 2205.5522673950654 92.143722498389252 177.88395344785931 22.203129778623406 1086.5724284625844 11854.542369813407 157.74877461693643 82.028426813576516 86.979589816764928 881.67426157637965
leaf_count=62596 8604 6234 21872 1828 33058 917 6740 229 13064 60077 2555 2198 266 3583
internal_value=0 -0.00636221 0.00223278 0.00308997 -0.00740986 -0.0274671 -0.0457206 0.000859208 0.024071 0.00019984 0.0291926 -0.0111085 0.0749325 -0.00919891
internal_weight=0 6732.74 4784.32 13432.3 3318.87 1948.42 974.601 12374.7 1465.44 12265.6 1057.56 239.777 109.183 973.818
internal_count=223821 148064 74228 75757 54930 73836 69336 62400 19298 61905 13357 4753 495 4500
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=15
num_cat=0
split_feature=14 55 154 135 131 99 102 127 176 94 17 174 83 154
split_gain=44.4289 46.3408 87.0928 80.9927 61.6082 95.71 74.2575 57.6814 31.7713 19.6539 22.0533 14.8536 19.9514 14.2603
threshold=0.16749972204570904 0.11203542268614315 -0.20673168167678438 0.044246527436247983 0.10549776088570066 0.14875698603862067 0.31001742826240347 -0.094199137772098082 -0.23196312529962734 0.053940921713588282 -0.19528398125953325 4.2606254385690878 0.24121081122113111 0.17161192662510574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 10 -2 13 -13 -10
right_child=8 2 7 -5 6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.0085255720776423929 0.71425565141555347 0.016490297661641992 -0.0071483504618424613 -0.026221556129260106 -0.015658452629821067 -0.023801782874958315 0.0049716594298673958 0.028259594889547088 -0.054699612956178714 0.39476005119472402 0.040277811625056087 0.062546256213383708 -0.062743626436853758 -0.0064260218575385528
leaf_weight=7006.9530287203124 0.50224670354509982 792.17945128428983 582.8411628457834 1010.0122525478364 4862.7553361730825 1053.535153332341 2721.1000677508855 2184.3661038023856 284.47746630421898 2.0226725363172582 14.552971910074119 31.74847562040668 21.194775718264282 77.965142303117318
leaf_count=52478 55 6641 4587 10717 27002 11552 18038 13233 56806 14 310 315 206 21867
internal_value=0 0.000800918 0.00966038 -0.00744694 -0.00178675 0.00430027 -0.00825633 0.0208018 -0.0315923 0.102083 0.0627619 -0.0370882 0.0123889 -0.0443155
internal_weight=0 20213.7 4569.4 1802.19 15644.3 8060.49 7583.86 2767.21 432.464 17.0779 15.0552 415.386 52.9433 362.443
internal_count=223821 144248 35178 17358 109070 64030 45040 17820 79573 379 365 79194 521 78673
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=15
num_cat=0
split_feature=16 151 193 108 188 12 181 112 1 132 1 137 98 170
split_gain=50.9964 69.0949 133.174 153.287 87.8594 93.6861 92.16 63.2369 55.2151 58.161 52.6423 51.641 38.9594 21.0242
threshold=-0.42949699299326277 0.20477721057093964 0.45810627915809465 1.7159251370922448 0.98402619664494562 1.7285704009875185 1.2435015390664776 0.20521482996236906 -0.17036650895635094 0.15306129736792187 0.029890049390758591 0.66447220672383933 0.44357685578470657 -0.24905083344073409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -6 12 11 -10 -4 -9 13 -1
right_child=1 2 10 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.35171796778476899 0.014554601142688703 -0.0086180258415706722 0.00014136427944696166 -0.064484654889363044 -0.027824210237328353 -0.0012502930156209229 0.0019513517283781684 -0.0034446369914078834 0.19093472219583624 0.048022162685202645 0.048146038416516934 0.064521254462999597 0.041221743184377331 -0.080284701928083721
leaf_weight=1.1413334286917223 6051.5657323430169 1296.6966165638732 1040.1822018737439 790.56976216188923 1896.7327832947485 9863.5878071594198 2299.9973499237094 272.80352079684963 44.61363716199412 78.729859429586213 292.72338861343451 189.41200991068035 43.238127749413252 86.920472091955162
leaf_count=202 31621 43479 2480 4016 3839 124566 4204 1061 489 487 769 1549 198 4861
internal_value=0 -0.000869253 -0.0140093 -0.029778 0.0013653 0.00475935 -0.0115059 0.0262058 0.04027 0.099714 0.0106838 0.0244072 -0.0365164 -0.0746857
internal_weight=0 23532.1 3420.17 2087.27 20111.9 15915.2 4196.73 716.859 585.559 123.343 1332.91 462.216 131.3 88.0618
internal_count=223821 214974 50744 47495 164230 156187 8043 8847 3586 976 3249 2610 5261 5063
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=15
num_cat=0
split_feature=120 74 180 178 195 130 192 33 129 10 4 63 102 60
split_gain=49.3259 143.771 96.569 96.9497 64.9104 141.449 170.128 126.658 78.3948 139.882 74.0315 44.9346 25.8368 18.8814
threshold=0.12877354042630787 -0.24518304457709916 35.064926372155291 -0.16492152499690207 0.24237683316357458 -0.30382360674231151 16.520344289845607 14.15660820837949 1.0157143535032245 -0.29952735452833384 -0.2123268378301621 0.008195396206977049 1.239525505008692 0.10067513593384268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 12 -4 5 6 -2 -7 9 -6 -10 -1 -3 -13
right_child=4 2 3 -5 8 7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.10222497559303874 -0.046788336528919908 -0.075852065302701624 -0.11090054268443578 -0.0011861016972487979 0.02142925373058828 -0.040159992927509935 0.14923608613312897 0.017279177072767195 0.090458884285807561 -0.023912167487755751 0.0010873246976695128 -0.088793485176700701 0.063949958536428361 0.093203343517303125
leaf_weight=120.3711020052433 62.281847881153226 365.80181010462911 88.687035780632868 876.90381574234925 875.76823276327923 451.44989774178248 153.13306423259201 2565.6516188094974 93.041938117472455 3050.2579825150315 24278.801547939587 20.365296800388027 13.715057030320166 7.9162117242813101
leaf_count=100 2142 3512 926 3966 3330 1925 1001 17858 486 56631 131626 298 14 6
internal_value=0 -0.0177477 -0.0280612 -0.0112631 0.000849505 0.014274 0.0925605 0.00868454 -0.000684002 -0.013798 0.00142851 0.0755752 -0.0707999 -0.0378512
internal_weight=0 1493.76 1345.11 965.591 31530.4 3232.52 215.415 3017.1 28297.9 3926.03 24371.8 148.653 379.517 28.2815
internal_count=223821 8822 8418 4892 214999 22926 3143 19783 192073 59961 132112 404 3526 304
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=15
num_cat=0
split_feature=106 126 77 69 186 126 8 76 99 106 11 109 152 5
split_gain=30.7935 69.6507 60.5813 85.6472 86.6547 56.3137 70.3075 52.2534 51.1979 59.306 50.2266 52.2401 49.5886 40.7056
threshold=-0.20315360564392473 0.89826010109651822 0.099009487598654924 0.026106797841659934 15.250000000000002 0.9939865320656639 -0.35951822489877899 0.1659144458776578 0.019143166956845693 0.14932570977802054 -0.10350046580905371 0.52646819494373565 0.10669456247196547 0.15809648899435269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 7 -5 12 -7 -4 9 -2 -1 -12 -3 -10
right_child=2 5 3 4 -6 6 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.012843958615287239 0.021867283693639872 -0.030050961612982114 0.0025732580819379223 -0.087110185506872245 0.017996510860319826 0.49553650347072103 0.045763617928010036 -0.073455755571165779 -0.0067798090902607237 3.9645953161757099e-06 0.065185146731361554 -0.035174584088999594 -0.0015472215456545223 0.0052192777322408986
leaf_weight=242.72707845715922 1842.2540356661193 1538.8301193504012 183.7179525566753 80.007126222015359 4001.7364593650818 3.639156248769722 77.274639751180075 177.96283526904881 12034.00404413059 3799.6139312395826 279.81728000659496 63.667537024011835 1011.5685252458788 3695.3766866211372
leaf_count=2390 14438 13766 1650 709 37325 56 1162 957 88844 26213 1872 406 5825 28208
internal_value=0 -0.00919523 0.00117946 0.0118036 0.0159363 -0.0161398 0.0659925 -0.0348364 -0.00102946 0.00714305 0.0219765 0.0465827 -0.0187455 -0.00396081
internal_weight=0 3217.52 25814.7 4443.42 4081.74 2631.31 80.9138 361.681 21371.2 5641.87 586.212 343.485 2550.4 15729.4
internal_count=223821 25477 198344 40641 38034 20809 1218 2607 157703 40651 4668 2278 19591 117052
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=15
num_cat=0
split_feature=127 126 155 123 126 18 193 181 39 146 35 70 109 69
split_gain=38.3352 44.956 119.286 57.3606 56.7164 63.1056 59.0152 41.1687 37.7553 32.4919 59.5495 25.2206 23.5531 14.0949
threshold=0.91469611425749131 0.95352253048880853 -0.089148754528118601 776.50000000000011 0.9128015644411972 0.27188503401749714 0.067809753941953668 0.30994270378140137 0.016159765906820632 -0.034441096745466561 0.4470132070765156 0.032333742353491152 -0.014005171343193672 0.042606285548242299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 6 -6 -1 11 -3 10 -9 -2 -11 -13
right_child=7 2 3 -5 5 -7 -8 9 -10 12 -12 13 -14 -15
leaf_value=0.0058576138261929806 -0.32184099764356144 0.14636013862479919 0.0018653408465283405 -0.06083460870904394 -0.029474591658408766 -0.0041865567813253856 -0.014680160267661814 0.050055135540191087 0.027545709458124724 0.16679886436038993 0.81548558941457494 0.056859056551087007 -0.036416247334908558 -0.1043646200841075
leaf_weight=9632.0693445835968 5.0386818956467314 27.25777326057505 369.04419981737288 241.31687971926743 1205.4671149830565 5440.6164655379916 1636.8988091395222 4.3155573249823638 1421.1923179990699 6.2446545419516033 1.3295383509248493 5.9669534789863965 65.805078997917008 59.433817242999794
leaf_count=96211 79 998 4393 10022 9737 80910 14841 150 5841 18 10 31 294 286
internal_value=0 0.000161615 0.0141563 -0.0229242 -0.00144667 -0.0087733 0.00287435 -0.0508978 0.0297816 -0.000701946 0.23033 -0.106264 -0.0188033 -0.0896551
internal_weight=0 19973.9 2058.81 610.361 17915.1 6646.08 11269 148.134 1448.45 77.6948 5.6451 70.4395 72.0497 65.4008
internal_count=223821 222953 21254 14415 201699 90647 111052 868 6839 472 160 396 312 317
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=15
num_cat=0
split_feature=116 5 55 127 115 37 95 107 73 68 161 86 97 16
split_gain=44.4829 141.865 66.0204 91.7981 83.6462 59.3051 37.7584 39.6976 31.8724 28.4669 28.7132 27.2248 26.5583 24.9207
threshold=0.2501124836766862 0.19734504538265732 0.29567724374893684 -0.097224004828888627 0.065481356056770509 7.4528156921369453 0.51050808222826005 -0.092903805253860314 0.22894941466754845 4.6608600474497761 0.47979804152942035 1.1364713889630862 0.11502966224471252 0.099874944805599802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 -3 11 -7 -11 -2 -10 -8
right_child=5 6 3 -5 -6 9 13 -9 12 10 -12 -13 -14 -15
leaf_value=0.000465791845386568 0.043824046295299332 -0.029109652142601701 -0.02632191087361492 0.038792671706538856 -0.02688123580828003 -0.029841807436164658 0.073421697972169062 0.052534931044312672 -0.086455007745605897 0.13552528223940594 0.00036877989181466906 0.32698760369555113 0.0086984260427739844 0.17690791980065462
leaf_weight=15974.951256444689 183.29443273037123 71.679608253238257 285.76500091522757 893.37111266012653 1202.6788622727472 1212.2283347293878 78.447684820159338 352.04102017811965 35.819002798176371 18.354371650260873 109.44567866111174 3.4594811905408269 161.98163855064195 33.083509229356423
leaf_count=130401 1440 445 1691 5082 28204 47853 570 3739 208 141 1265 37 2507 238
internal_value=0 0.00160207 0.000122346 0.0230121 -0.00144889 -0.0151753 0.0523499 0.0387234 0.0194411 -0.0251094 0.0197797 0.0490694 -0.00853257 0.104119
internal_weight=0 18892 18356.8 1179.14 17177.6 1724.58 535.252 423.721 384.555 1340.03 127.8 186.754 197.801 111.531
internal_count=223821 170370 165378 6773 158605 53451 4992 4184 4192 49259 1406 1477 2715 808
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=15
num_cat=0
split_feature=38 38 28 1 174 47 25 165 106 169 62 148 48 48
split_gain=55.3645 114.245 96.2154 105.893 83.5165 118.198 107.465 76.7071 88.5329 87.352 67.3974 60.916 42.7639 35.2341
threshold=-0.055684262252210646 -0.02097984774505254 0.05164553185668682 -0.13847640579187401 -0.02111276798010002 0.035913887319859721 0.04956144045259208 0.57076133735156998 -0.28673303854241028 1.1435138300396601 0.2177075840172453 -0.39899728344408242 2.9090459311610526 43.375753422091272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 -4 6 -6 -3 8 10 -10 -1 -2 -9 -14
right_child=1 4 3 -5 5 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=0.035215457507121489 0.081969244862055049 0.025440662349859967 0.015419967143662809 0.062221232452812608 0.019508664898785218 -0.0024433209481865012 -0.018769989298963188 0.034385426345699917 -0.04268404122847079 0.21997194132832801 -0.01638718120822668 -0.028412597630099692 -0.10072730989213713 0.27200693126589592
leaf_weight=500.38628888765379 55.378826779036899 633.50517463477263 1812.9030716041234 659.2557038294035 3128.2205050054272 11360.160852548361 4161.5833250753931 30.115926345708431 661.35900404443601 12.909024432767181 512.16727269755211 514.37228457865058 165.47791309851164 2.5755640028510234
leaf_count=2093 1459 12624 6809 2597 33465 80813 26916 491 24169 59 927 27252 4144 3
internal_value=0 0.00135156 0.0193626 0.0279006 -0.00148963 0.00229638 -0.0129291 -0.0164953 -0.00958104 -0.0376554 0.00911394 -0.0176837 -0.0753498 -0.0950148
internal_weight=0 22325.4 3041.91 2472.16 19283.5 14488.4 4795.09 1884.99 1686.82 674.268 1012.55 569.751 198.169 168.053
internal_count=223821 191935 38117 9406 153818 114278 39540 31886 27248 24228 3020 28711 4638 4147
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=12
num_cat=0
split_feature=28 61 136 64 64 64 22 79 127 69 167
split_gain=49.7149 63.0202 52.4371 227.934 150.484 46.5465 43.4131 0.658665 0.0460354 0.0378538 0.0212517
threshold=-0.20229720780656391 -0.27685803648940605 0.0051040865825262233 -0.016161686373143042 -0.0053905346350607685 0.59701266291833932 0.11354263249874665 0.22547267738717777 0.39365042767465469 0.059472933002521024 -0.13315233660024983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 10 -10 -1
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.085705412534461289 -0.0904338100524405 0.014853313721709281 -0.033873426182505127 -0.017583067533118144 0.0042117998133357993 -0.099255931462944924 0.094914792237098367 -0.13666254784496043 -0.085721004074853849 -0.097699119112492128 -0.081561232390039595
leaf_weight=31.429545020917427 13.897893379966261 3309.7686218276358 1088.7133139622456 6271.4107991611818 22044.858572167373 16.380447614938021 139.28301332658157 2.6008996446616939 5.6585731478407961 4.9431173671036959 20.409766505064912
leaf_count=853 488 54742 17446 57378 89912 35 332 21 176 44 2394
internal_value=0 0.000158063 -0.000157101 -0.00637809 0.00241943 0.0609651 0.0780984 -0.0873555 -0.0853017 -0.0913059 -0.0840738
internal_weight=0 32884.3 32714.8 9581.18 23133.6 169.561 153.181 65.0419 62.441 10.6017 51.8393
internal_count=223821 220333 219478 112120 107358 855 820 3488 3467 220 3247
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=15
num_cat=0
split_feature=139 96 190 96 9 191 18 123 106 14 22 183 186 161
split_gain=30.1562 43.1756 48.8886 39.1005 36.7649 29.1029 37.415 24.8321 23.0059 23.7749 18.7613 9.649 9.49694 15.011
threshold=0.77712389175470364 1.6339801252579302 0.83621460506706458 0.14222558476473626 -0.040406470305590879 3.5555555555555558 0.47454223228670273 692.50000000000011 -0.055999792353834545 0.21378711149548621 0.074686000469114874 1.0379169034378108 21.750000000000004 0.077747983796489936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 12 9 -9 -10 -7 13 -2
right_child=7 5 4 -5 -6 11 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.00071398112652261208 -0.033300708067012304 0.016226959128052814 0.019985524325919473 0.0097524299090523126 -0.027277725115488888 0.10644987014091414 0.075071863828884949 -0.013036857541407029 0.3264809185891312 -0.13758903816395573 0.045202375866562595 -0.049118253947578829 -0.073235015773762929 0.2029353204502003
leaf_weight=22362.12783082993 24.016322758368918 304.49059257283807 196.50812743746792 4247.2549923008773 1013.0779823309276 4.3035925924777976 167.48339717485942 462.71709080948494 2.5451708523323751 15.850537801161407 34.71657202905044 54.188333831494674 105.93892708612839 3.0290311835706225
leaf_count=179730 385 1716 1646 26135 5200 19 888 6325 29 22 322 609 779 16
internal_value=0 0.000601723 6.28267e-05 0.000956614 -0.0195994 0.0288628 0.0371085 -0.0212026 -0.0112693 -0.0171621 0.0644152 -0.0376722 -0.0597326 -0.0068427
internal_weight=0 28349.4 27819 26609.4 1209.59 530.466 471.974 648.814 515.829 478.568 37.2617 58.4919 132.984 27.0454
internal_count=223821 215943 212711 205865 6846 3232 2604 7878 6698 6347 351 628 1180 401
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=15
num_cat=0
split_feature=195 195 192 124 139 180 195 139 100 190 173 139 97 87
split_gain=37.9795 51.262 73.7694 64.6655 44.5218 38.7186 126.88 40.1657 27.3784 31.0425 26.926 16.0545 8.28735 2.50095
threshold=0.1432331000577311 0.18302900411398265 14.137119996141386 -0.31736698813424352 -0.10600418278896111 28.858768406961179 0.36664651156643674 -0.20021938269319792 -0.15762214220186913 0.18571428571428558 0.20220167207461381 -0.014864774945334636 -0.071309762421129616 0.0060770268988403972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 10 -10 -11 -1 -14
right_child=1 5 4 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.30292443015591963 -0.0091593131869448403 0.081981417592352779 0.047427480642440838 -0.14351476669207069 -0.060864224909350562 0.0049299564565525172 -0.016101898230922285 -0.0044456282698855367 -0.053321566583745053 0.18095055050480927 0.04896147017253643 -0.034316959982480064 0.031007726569562827 0.10373673919202116
leaf_weight=2.0203088456764808 58.703832015395164 233.27151113571017 99.748823065601755 91.908908016766873 61.29347875953863 7599.5795168688492 303.45676781371003 11459.832074577025 52.026970560640621 15.622832699504217 50.934373150521424 4.4516874548171463 5.2431615090463302 48.133461442310363
leaf_count=4 341 1907 425 1452 1264 45145 3410 168078 1094 45 176 154 25 301
internal_value=0 -0.000601301 -0.0408391 -0.0911475 0.00621113 3.86373e-05 0.0265268 -0.000707291 0.0457407 0.0194566 -0.00272275 0.133213 0.104117 0.0965926
internal_weight=0 19907.8 311.655 150.613 161.042 19596.1 536.728 19059.4 178.433 123.036 102.961 20.0745 55.3969 53.3766
internal_count=223821 222022 3482 1793 1689 218540 5317 213223 1799 1469 1270 199 330 326
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=15
num_cat=0
split_feature=73 96 1 90 64 158 86 43 176 170 116 116 192 89
split_gain=42.567 68.007 54.721 78.3653 42.2871 42.8662 41.9484 33.5767 35.868 31.7739 38.5848 32.6365 31.219 28.3225
threshold=0.64170925280292102 0.93464426602573181 -0.43689263279315416 0.13652983830202506 0.036479268315511133 -0.22583449018789925 0.044428255349330779 0.73739887010663474 -0.14070202136026569 0.051268236955062656 -0.035791654728969717 0.071812737709996591 15.247097539988612 1.7799530636453016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -4 8 -6 10 -3 -11 -7 -9
right_child=4 9 6 -5 7 12 -8 13 -10 11 -12 -13 -14 -15
leaf_value=0.071864357072659521 0.38301683479486615 0.090714348049922622 0.0041146595629630951 -0.013433388288251497 -0.025245477475630065 0.50467288633758034 -0.0055226507435997873 -0.031305594406093554 0.047718389847951882 0.11989219759224401 -0.06810935551439086 0.039663485573321312 0.00033670905575835429 0.012424007072353806
leaf_weight=251.90099839121103 4.9576408900320557 22.125013503013179 9872.6841152085508 188.16346862097271 125.74235089286231 1.3456964784127183 8325.0018342969779 1041.5436611651385 145.14293253124924 61.834720552433282 49.559579422173556 281.68370873702224 13.959715048971701 172.6609987608972
leaf_count=2206 29 85 148935 780 397 73 49818 13864 834 255 395 2934 210 3006
internal_value=0 0.00144016 0.00054844 0.0353926 -0.0160273 0.127458 -0.000294177 -0.0179851 0.0138493 0.041468 -0.0190894 0.054105 0.0446794 -0.0250872
internal_weight=0 19053 18637.8 440.064 1505.35 20.2631 18197.7 1485.09 270.885 415.203 71.6846 343.518 15.3054 1214.2
internal_count=223821 205408 201739 2986 18413 312 198753 18101 1231 3669 480 3189 283 16870
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=14
num_cat=0
split_feature=156 151 157 13 145 103 2 157 157 112 179 1 82
split_gain=53.1799 54.4116 88.6794 150.173 98.1081 79.8592 103.064 83.5823 42.456 68.5996 44.6568 16.3245 0.0533769
threshold=20.896995272928908 -0.12051547988372414 -0.29704771661923107 -0.31737040784718612 0.16752791822309201 0.27275274604615046 0.31018887751851448 -0.11110469280347991 0.70308005856165645 -0.2211377711180729 -0.066408594488983244 1.165046685995756 0.24987099104835445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 -2 -11 12 -10
right_child=8 5 3 -5 -6 6 -8 -9 11 10 -12 -13 -14
leaf_value=-0.01389460745388656 1.0412842606788888 -0.033138119581701819 0.11566784356782006 0.010648530187386457 0.036451715643459441 -0.00049498470931715825 0.059247285116492299 -0.0056319049760586064 -0.086389191459666947 0.48710954595772088 0.10390328110193109 0.28964901200121046 -0.10957581549464875
leaf_weight=2918.1541574516959 0.88715813681483524 1588.2961732080662 139.46832224362879 5742.4064171926366 446.2395882178098 9362.5233679644298 297.9531706108246 3628.4386037240979 9.494705523800798 3.4443610118469286 25.970466680621026 1.2769590768148198 1.1087797123473144
leaf_count=15747 38 23943 1349 49659 1131 26910 634 102673 1132 124 417 53 11
internal_value=0 -0.000292237 0.00573202 0.0131387 -0.00721687 -0.00403635 0.00134762 -0.0140065 0.112087 0.174905 0.148775 -0.048135 -0.0888138
internal_weight=0 24123.5 9246.27 5881.87 3364.39 14877.2 9660.48 5216.73 42.1824 30.302 29.4148 11.8804 10.6035
internal_count=223821 222046 67886 51008 16878 154160 27544 126616 1775 579 541 1196 1143
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=15
num_cat=0
split_feature=65 108 68 158 70 94 47 152 103 86 90 79 70 170
split_gain=48.832 82.7047 85.1935 69.3944 145.418 207.92 83.7056 76.592 62.289 59.8105 105.655 55.1686 53.3665 47.1589
threshold=-0.049481781584782107 1.6055734975706708 -0.041102231007500663 0.43854105725092046 -0.011037074586237528 0.0023943099423475093 -0.029982473959978682 1.278392923887016 -1.0000000180025095e-35 0.050287513011000609 -0.087846847715733881 0.35793778095620438 0.57646847162824011 0.57031732535381019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 13 7 6 -6 -5 8 -2 -1 -11 -9 -4 -3
right_child=3 2 12 4 5 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=-0.052850538354775614 0.0077440758258620684 -0.073754920032163884 0.049122499588189102 0.067403833893631207 0.97355598670403731 0.10853300689786259 -0.042636730347780753 -0.10484593594813273 -0.0026629184923586818 0.22202560585488743 -0.017200148639821375 0.13312933897329646 0.42259353456538951 0.21629009940341321
leaf_weight=609.31733975217503 7590.4522475964513 92.24972089799121 219.18663237232249 114.38960665254854 2.838660371489822 131.55181981041096 174.70178651117021 11.39137478917837 23735.298909271249 21.708804383408278 123.4331416177447 67.262071606237441 3.8940576752647749 5.9684271579608312
leaf_count=22493 71145 1176 1449 3298 45 2769 19122 160 99633 255 2035 217 17 7
internal_value=0 -0.0210143 0.0214742 0.000648456 0.0408586 0.126804 0.000904853 0.00010623 -0.00014123 -0.0391087 0.0185807 0.0986634 0.0556417 -0.0561297
internal_weight=0 1075.76 321.299 31827.9 423.482 134.39 289.091 31404.4 31325.8 754.459 145.142 78.6534 223.081 98.2181
internal_count=223821 27432 2649 196389 25234 2814 22420 171155 170778 24783 2290 377 1466 1183
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=15
num_cat=0
split_feature=139 151 157 28 158 106 132 195 176 178 72 42 189 79
split_gain=31.2467 88.3989 92.7448 140.46 79.9808 75.3548 91.7781 162.122 81.9471 100.281 66.6344 51.692 37.8155 59.7255
threshold=-0.0360365588962391 -0.2063810431579369 -0.037528790144605549 -0.0041493263939576556 -0.039029259459501565 0.10461637241419859 0.25899081798680473 0.26824481143449769 0.38245162417534156 -0.041944754131832823 0.2425631209556306 0.015900978974327466 34.500000000000007 -0.07882676144382679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 -3 -4 8 11 -8 9 -1 -10 -7 13 -2
right_child=1 2 4 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.021812725807526422 0.39170001372007851 0.036949873200156774 0.016553216115614444 0.00040222079901250992 -0.016658816432893263 -0.023716208159570894 0.13026687571272969 0.0086859861492292571 -0.040646292291951852 0.026195932891049812 0.0071553628295888561 -0.0015405122316189655 -0.038400580788050809 -0.0079384776351443444
leaf_weight=497.63384662568569 3.7660718122497192 1266.6900963334774 876.61186772584915 6191.6743505231716 4195.0904991545249 1214.7493488267064 138.39741838537157 528.48735142452642 435.21909515652806 3461.8124381501293 883.81029603924253 7805.5296371862059 942.47723535596742 532.08094926859485
leaf_count=9088 32 17395 3428 52928 25233 8154 1109 4563 1313 26172 3690 48211 14041 8464
internal_value=0 -0.00321382 -0.000485236 0.00660929 -0.0109183 0.00335768 -0.0018803 0.0339175 0.0129705 0.0201621 -0.00861699 -0.00452688 -0.0263409 -0.00512971
internal_weight=0 14008.4 12530.1 7458.36 5071.7 14965.6 9687.16 666.885 5278.48 3959.45 1319.03 9020.28 1478.32 535.847
internal_count=223821 121521 98984 70323 28661 102300 62037 5672 40263 35260 5003 56365 22537 8496
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=15
num_cat=0
split_feature=141 191 82 79 121 6 129 88 58 45 44 23 45 111
split_gain=40.2125 36.8762 42.9089 69.1862 41.5131 16.5911 18.9178 10.3419 54.4538 29.3619 28.938 13.3759 11.101 10.8006
threshold=2.041008326037471 2.7385566629752791 0.33329353607638856 -0.01107527489873227 -0.19002693504902465 0.27073343519347509 1.0218351545541562 0.00025081786927253917 -0.17777337326251016 0.14565125999965148 0.22289249569571143 -0.15311117674603333 0.21948178364849272 0.14611262379622617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 8 10 -10 -1 12 -9 -13
right_child=1 5 4 -5 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.080289473510907872 0.0025756192324488253 -0.025047901126904238 -0.081899766577301622 -0.011890695162855607 0.011679360355243633 -0.064462291251404347 0.16559566819286206 -0.077569186030602227 -0.093427326075699521 0.14006766718216243 2.8500239121918693 0.093516638646704842 0.1183567474256349 -0.092870743498512473
leaf_weight=0.050255240765184506 11497.27032864693 22.331627560197379 48.040273738539327 4640.314709668959 3586.728449398317 124.46086189847847 6.7870021003764114 5.3453030428906754 15.183459323418733 8.3457663720473629 0.10230756551027298 3.2312466323055409 6.3005006583407521 82.15211432973453
leaf_count=85 92115 284 2899 80827 31022 1657 49 940 1043 33 1 138 15 12713
internal_value=0 0.000247604 0.000626745 -0.00158413 0.0104425 -0.0485644 0.0193875 -0.0576444 0.00160318 -0.0106071 1.88476 -0.0721049 0.0284288 -0.0858171
internal_weight=0 19925.9 19772.4 16137.6 3634.77 153.579 29.1186 120.711 23.6818 23.5292 0.152563 97.0292 11.6458 85.3834
internal_count=223821 208853 206863 172942 33921 1990 333 14968 1162 1076 86 13806 955 12851
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=15
num_cat=0
split_feature=117 78 191 22 164 81 107 115 106 87 13 27 54 43
split_gain=41.3249 89.202 105.042 100.468 94.4641 88.2347 89.7943 87.7386 81.3022 70.6917 62.1848 56.4854 55.9684 52.1962
threshold=0.75454481048838729 0.046721168234073358 0.043478260869564821 0.067486917637547314 -0.16520381206076104 0.09853429724797895 -0.20669521157984047 0.23791450693896146 -0.19182080564480403 0.022725207108638446 -0.24352621896890092 -0.0057432992201499116 30.565030986807404 0.67063234714071607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 -5 11 10 -8 -3 -1 -7 13 -4 -2
right_child=5 3 12 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.014943211853605774 0.054537933484914904 -0.035990918807605209 0.029879854091578728 -0.011892090661204779 -0.048410620720175934 0.0092376651002957014 0.020622175127724546 -0.014821317430935052 0.023023793184715115 0.013065182007825358 -0.03571610965466674 -0.00026585345436776838 -0.0075790706923624558 -0.037155211964432271
leaf_weight=2856.5800732922417 66.88236961356597 310.21134773170343 1668.5273481506956 1944.476499718905 1114.2316745162098 595.77437581011327 5047.3648069801566 810.58496470321006 943.32228979795764 1316.4172679601179 636.43660142124281 1808.0002059365725 524.17875660244317 864.96421962139721
leaf_count=40957 812 1042 14221 7492 15770 4063 46729 18637 5727 19978 5714 15180 7903 19596
internal_value=0 -0.00431873 0.00320394 -0.0154236 -0.0251951 0.00466686 0.0105564 0.0157177 0.00841945 -0.00610766 -0.0139809 -0.0105739 0.0209251 -0.030574
internal_weight=0 10677.9 6365.7 4312.24 3058.71 9830.01 7090.16 5857.95 1253.53 4173 1232.21 2739.85 2192.71 931.847
internal_count=223821 113090 83059 30031 23262 110731 75143 65366 6769 60935 9777 35588 22124 20408
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=15
num_cat=0
split_feature=163 109 139 127 170 179 186 55 186 195 195 62 166 163
split_gain=50.6913 147.344 136.943 127.41 95.191 93.5722 78.8276 117.407 93.3326 100.116 90.2122 56.6046 55.64 46.284
threshold=-0.26671691478019982 0.4847149646873487 0.038741579253171544 -0.011961403853036954 0.2798048438408714 -0.058973416115164164 9.5000000000000018 0.12043481228304123 20.750000000000004 0.21933072122462358 0.27949829088432215 -0.035448605205609877 -0.21806401475675477 -0.35345447886226261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -3 7 12 10 -10 -8 -1 -2 -6
right_child=6 4 3 -5 13 -7 8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.025694978693570281 -0.10798365799023682 0.032210474568667678 -0.080947915532665171 -0.0035526913589172117 -0.10441018705176271 0.1028965808928729 -0.050451036988860568 -0.10364414564871301 0.041154275501593424 -0.0014510253297768188 -0.0059589008029016632 0.11253129107421816 0.098865841850571484 0.0029870973854718521
leaf_weight=40.132116944063455 13.946951078716664 951.72596362172044 292.72428827928525 778.10319140813226 58.566788129275665 233.15276062628254 748.11475951116881 39.331634374539135 568.20962020166553 18800.745383636309 1166.000166409729 113.16523787548431 192.34807736342191 127.45498566026799
leaf_count=2975 32 2673 7404 19070 95 437 14458 483 4816 151571 17919 748 819 321
internal_value=0 0.0131619 -0.0120546 -0.0247097 0.0356787 0.0461196 -0.00163285 0.0546932 -0.00228291 -0.000201152 -0.0233483 0.0763447 0.0848814 -0.0308257
internal_weight=0 2595.03 1224.12 1070.83 1370.9 1184.88 21528.7 245.627 21283.1 19369 1914.11 153.297 206.295 186.022
internal_count=223821 33723 30197 26474 3526 3110 190098 1334 188764 156387 32377 3723 851 416
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=15
num_cat=0
split_feature=71 20 95 52 138 127 169 21 125 21 148 169 130 109
split_gain=48.1194 121.178 104.024 100.723 96.3438 80.0675 70.1934 67.2377 66.0305 65.7876 61.5404 54.3155 80.743 53.6214
threshold=2.0012320884187234 -0.093937301412184163 1.4169359367761951 0.0035013691648828177 0.23349423977725756 0.91469611425749131 0.71378104727367286 0.37409190366622019 0.66194564095852837 0.76611175200607906 -0.52411180548835401 0.043200861111113403 0.51292863819326173 0.20112912659161503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 7 9 -7 -2 -3 -1 -6 12 -4 -13
right_child=1 3 11 -5 10 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.00011353912544199182 0.10806425812033388 0.075244020370435899 -0.06095876960261179 -0.086156473963841018 0.22429746797163125 0.022397010449520333 0.12150505900336572 0.32298595060103041 -0.0068671888665799031 -0.053379718850050065 0.018696859894158958 0.014299794553994372 0.17420580009544523 -0.058952051847002668
leaf_weight=30386.227636961863 110.52390884235501 130.83499015634879 29.699553673155606 125.09869566163979 15.454394720029084 365.9417195674032 88.804652571678162 16.764248395338655 389.4683388939593 233.65081077313516 251.08694304572418 121.72906567086466 28.718058802187443 558.05823166645132
leaf_count=211047 118 320 170 344 55 568 60 49 1132 5197 653 971 37 3100
internal_value=0 0.021084 -0.000782753 -0.00559041 0.0647976 9.86005e-05 0.0417512 0.13637 0.0137804 -0.000519997 0.0306178 -0.0378832 0.054648 -0.0458349
internal_weight=0 1039.23 31812.8 645.402 393.829 31074.6 454.746 127.288 520.303 30619.9 266.541 738.205 58.4176 679.787
internal_count=223821 2671 221150 1796 875 216872 628 167 1452 216244 708 4278 207 4071
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=15
num_cat=0
split_feature=154 150 131 91 195 140 108 132 86 1 61 113 189 134
split_gain=29.5605 30.2379 66.0274 58.8767 52.9233 47.5788 45.8359 34.1454 6.07022 21.8024 27.0749 13.4778 5.10048 8.99912
threshold=-0.42680575514461422 0.91613030410472318 0.77946232441340302 0.0041736431396769648 0.70799798799153624 0.20544533576624685 1.6962713880223241 0.050896303598998958 0.032144616200126243 0.011005072422354293 0.46617212735793151 -0.22336241955074543 37.500000000000007 0.063655937929686504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 12 11 -11 -10 -1 -14
right_child=1 2 7 4 -6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.076648178963894739 0.016074711892500586 -0.0064494743741435982 -0.17413697689105023 -0.00056919870004140617 0.017323884811851827 0.074478727778114748 0.014420239705428998 -0.045886714871800217 0.18206510643655852 0.34282156547293047 -0.083031406564775215 -0.072815495691559512 -0.067511728607405661 0.082005172709215479
leaf_weight=66.818509677890688 1066.8108974184142 6860.4762829053943 23.389644528739154 17481.256568777815 1825.6459317938425 160.46623961802106 1243.0621871346375 184.60844333609566 2.2619615073781487 3.4349998068064442 2.6406767796725035 25.054372928570956 11.814915818627926 6.1058330589439711
leaf_count=1921 8680 48672 45 136469 13142 3938 9483 688 45 25 26 249 314 124
internal_value=0 0.000412945 -0.00467607 0.0024728 0.00112276 0.023711 -0.00324811 -0.0603086 -0.0497128 -0.0136017 0.157733 -0.0517098 -0.0639426 -0.0165694
internal_weight=0 28845.7 8311.54 20534.2 19306.9 1227.28 8103.54 207.998 118.131 33.392 6.07568 27.3163 84.7393 17.9207
internal_count=223821 221117 58888 162229 149611 12618 58155 733 2704 345 51 294 2359 438
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=15
num_cat=0
split_feature=115 197 106 110 68 171 173 47 137 145 107 52 188 3
split_gain=36.8897 39.6775 37.7678 72.3756 49.5692 30.1478 27.8596 16.8318 16.5077 53.5859 22.9845 16.2047 8.87958 6.31662
threshold=-0.078305416601697778 -0.079016052791502048 -0.041474138809848252 0.40701303115564413 0.098296629418191908 0.81742676710027851 0.070690911112729557 -0.1688085089792713 0.059325890698075485 -0.22241424921639061 0.65387464390352956 0.048867806897160693 1.8077671355881491 204.87536022227016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 7 13 -1 10 -10 -7 -8 -9 -2
right_child=1 2 3 -5 -6 8 11 12 9 -11 -12 -13 -14 -15
leaf_value=0.21803788226105467 -0.11271089841710791 -0.040012435449324701 3.6643869283305814e-05 0.029012724805959889 -0.004409824599171483 -0.050199925148679395 -0.024464632898207245 -0.085745027958046824 1.0746658239201718 0.047636524468818636 0.079318735384519917 0.068624061326012634 0.21373854068482001 0.096178625961323191
leaf_weight=1.8900792439961112 12.544104989454352 496.89953013841296 16372.070449520728 909.91959092846082 1836.0554738155915 68.137419209993823 21.321690775919706 107.13260199840825 0.5193709263039662 23.255445998838695 17.150227680598618 152.09533565212041 0.99925946264192944 1.6364598646759976
leaf_count=1016 470 33119 104718 3552 13180 9337 121 54703 277 2443 93 593 194 5
internal_value=0 0.000387811 -4.99446e-05 0.00156227 -0.0119929 -0.0408728 0.0461589 -0.0778063 -0.00361444 0.0700724 -0.0241554 0.0571788 -0.0829775 -0.0886047
internal_weight=0 19802.5 19614.9 17282 2332.96 219.084 187.598 110.022 109.062 23.7748 85.2876 173.417 108.132 14.1806
internal_count=223821 155758 154569 108270 46299 68063 1189 55913 12150 2720 9430 714 54897 475
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=13
num_cat=0
split_feature=108 114 16 51 157 170 128 166 77 49 12 127
split_gain=43.5957 72.4904 39.7944 39.3122 50.2409 49.3632 36.3444 36.032 28.5838 22.5556 18.1244 7.81464
threshold=2.183262431065208 9.5733581734137818 -0.41868010917510667 19.58872205223582 -0.24548806960155403 0.32929768065961734 0.24570831075409225 -0.21806401475675477 -0.012315099147363805 0.62761222995491461 1.3711420936123815 0.41415906376183387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 9 11 -9 -1 -8 -3
right_child=1 7 3 4 -6 -7 10 8 -10 -11 -12 -13
leaf_value=-0.014074776138966159 -0.16973367565856426 0.13480692647681167 0.0048280162252893645 0.005872662350222841 -0.0068706541680599491 0.042606428255026252 -0.094402695971241318 0.31026994713951594 -0.032456753083047941 0.13796660138351299 -0.025513256518817612 0.02960396773522575
leaf_weight=318.76227535953512 12.295005500316618 68.03060369938612 5695.2193027533795 4686.8787726095761 9102.0680875736471 368.23559750244021 97.723792667966336 2.6584213243040749 28.757125885225832 10.065437633820691 62.69013002095744 7.8784851673990479
leaf_count=7645 5 308 37265 26543 147071 2398 706 124 389 348 969 50
internal_value=0 0.0602645 -0.000282648 0.000411694 -0.00253919 0.00712231 -0.0284576 0.0866129 -0.00345481 -0.00942078 -0.0674805 0.123888
internal_weight=0 119.62 20341.6 19852.4 13788.9 6063.45 489.242 107.325 31.4155 328.828 160.414 75.9091
internal_count=223821 876 222945 213277 173614 39663 9668 871 513 7993 1675 358
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=15
num_cat=0
split_feature=19 35 125 182 115 67 38 195 83 80 191 142 108 109
split_gain=50.1835 61.3362 110.644 171.537 82.8551 100.352 58.9675 55.9336 42.0756 72.8381 45.2455 40.9444 33.0739 21.6519
threshold=-0.47236426103468804 0.20675905172575737 -0.3091117912652433 -0.080102856632101052 0.72905785057300221 0.038556772752397737 -0.055684262252210646 0.39018435950275038 -0.092803378766523101 -0.05293307752194517 1.1361105486940721 1.6094729010622009 1.5254442312243619 0.76010108304666213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 11 -6 -4 12 9 -9 -10 -3 -1 -14
right_child=1 4 6 -5 5 -7 -8 8 10 -11 -12 -13 13 -15
leaf_value=-0.021611288914390334 0.92048170752483449 -0.01875443043328491 -0.016119649465285203 0.079856816716533136 0.48351619445836813 0.0041246950227146568 0.0026691805280455931 0.011761173093047523 -0.024838095206236546 0.66393107948873864 0.047277959606755016 -0.056989365603155907 0.1075334999041187 -0.003108463530171187
leaf_weight=30.052569404942915 2.4786978859920046 2063.8448912195599 1846.2758851550279 117.43456625263207 4.378564848098903 1601.65703304614 17532.11593971221 4.8561554367770441 229.27622801985126 2.6454442708054549 140.19518241658807 324.05003832443617 134.73509746487252 20.359762936830521
leaf_count=885 153 38670 31484 1985 30 10943 137123 38 1018 49 304 775 322 42
internal_value=0 -0.000840941 0.00147165 0.0972332 -0.012131 0.00543167 0.000879075 0.0293934 0.00728663 0.241749 0.0025262 -0.0239431 0.0744044 0.0930092
internal_weight=0 23492.2 19498.3 119.913 3993.93 1606.04 19378.4 562.12 376.973 7.5016 369.471 2387.89 185.147 155.095
internal_count=223821 221163 170745 2138 50418 10973 168607 2658 1409 87 1322 39445 1249 364
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=15
num_cat=0
split_feature=110 113 33 194 40 192 66 67 140 27 191 129 2 11
split_gain=47.2338 65.3471 57.0536 122.083 80.6361 56.7546 43.7127 34.4432 32.7968 28.3619 16.812 15.1133 0.818516 0.0180207
threshold=-0.4038903601218567 -0.39545161056100114 126.06967977112716 -0.010095838654048122 14.825553037702695 15.925511836188656 157.50868475919142 -0.15100182335542975 -0.47529458645080153 -0.036385600652344689 -0.31578947368421006 1.0137952043534946 -0.18009511648239016 -0.33029925887007533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 12 -7 9 11 13 -10 -9 -2 -1
right_child=1 2 3 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.10072550033482325 -0.13300885634091617 0.00014528887197347892 -0.045600462010721467 -0.0033057831624599674 0.019833793431593298 0.06484280622008777 0.2733418648225398 0.21453281729603499 0.10098441782305485 0.15085834777316509 -0.079428910223379195 -0.085012287902327149 -0.0893287923695677 -0.084633666451300188
leaf_weight=0.77313268184661943 6.5871462151408222 24492.10292049624 793.53567722770094 4876.156306151679 2273.2723873634241 154.40886869665701 10.755829985253511 5.964063960243946 5.3368287382472763 14.484585693106053 160.56999343767529 2.3472775308473501 12.302003278222399 6.968578611500563
leaf_count=4 24 128500 22918 47825 13395 1054 33 29 182 18 9119 191 341 188
internal_value=0 0.000224353 -0.000112812 -0.00922539 0.0018175 0.0596415 0.0784206 -0.0489581 -0.0639142 0.0682736 -0.0736254 0.129936 -0.104561 -0.0862407
internal_weight=0 32619.1 32435.1 5669.69 26765.4 184.054 165.165 196.444 174.218 22.2263 165.907 8.31134 18.8891 7.74171
internal_count=223821 214090 212638 70743 141895 1452 1087 9731 9521 210 9301 220 365 192
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=15
num_cat=0
split_feature=77 154 156 91 42 91 82 38 85 60 91 139 92 8
split_gain=29.3437 68.0309 70.5851 102.116 74.8487 53.5261 61.6361 45.3018 51.7807 90.732 69.4488 35.4371 29.4132 27.4665
threshold=-0.048716629819115599 -0.036181252679935945 2.0836274144409521 0.026426968001935679 0.18569753050257984 0.0033972780063949181 0.017508856528671794 -0.073094085594354985 -0.054917063090869717 0.31319711929006527 0.011789815369523423 -0.17405935796656749 -0.014987107129526831 -0.08610283713129134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 12 -7 11 10 -10 -9 -1 -2 -13
right_child=1 2 4 -5 -6 6 -8 8 9 -11 -12 13 -14 -15
leaf_value=0.0491316398794579 0.10410655213340228 0.029910092131768019 -0.005687600533267733 5.7883490475440185e-05 0.035753214986605816 -0.021890351305741563 -0.0035182948563280791 0.0083485051086598129 0.010459641978267847 0.074176174616854995 -0.017346006913417141 -0.035472857841236771 0.011408360413748918 -0.14638097314680565
leaf_weight=24.533189231297001 61.583526100672316 1951.7525402943029 7166.1160829244909 2775.2285755660414 464.06464921496809 2843.2124737994454 5104.479288068891 2765.7661858907668 3703.0544167850458 237.8433813341253 1697.5716632010881 48.566453856183216 77.062234528013505 41.33293958613649
leaf_count=401 556 31283 56525 21267 1574 21054 34046 17454 24128 2156 11995 380 896 106
internal_value=0 -0.001885 0.00278151 0.0123837 -0.00316719 -0.00901614 -0.0100907 0.00510069 0.00595162 0.0143051 -0.00142406 -0.0573944 0.0525829 -0.086465
internal_weight=0 20443.5 12357.2 4726.98 7630.18 8086.34 7947.69 8518.67 8404.24 3940.9 4463.34 114.433 138.646 89.8994
internal_count=223821 167201 110649 52550 58099 56552 55100 56620 55733 26284 29449 887 1452 486
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=15
num_cat=0
split_feature=118 120 1 86 62 158 191 113 126 163 107 139 97 69
split_gain=36.4774 42.9077 35.1968 37.5999 85.1626 50.9129 28.1104 17.4202 16.1846 13.9799 8.42897 4.56145 0.229583 0.126454
threshold=-0.21806870596601549 0.52254798111876355 -0.4830965277239791 0.19370304105069816 0.3972718959166654 -0.16560031017150037 0.17647058823529418 0.31240997396022557 0.91994136529040893 -0.086077057362045364 0.35050853225379291 -0.38519239039656655 0.073892963300728823 0.08205974562789202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 5 -5 -4 7 -3 9 -1 -10 -8 13 -2
right_child=2 6 3 4 -6 -7 11 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.1073735766899992 -0.098787575138684774 0.062221670330027429 -0.025997837943476734 0.032460914769683401 -0.0065497692319347938 -0.00084538840341591773 0.085171783438062143 -0.021116303593364312 -0.11458110136191912 0.069570648533794618 0.073649050938996222 -0.10070978943835247 -0.082705624014685522 -0.14414544956745831
leaf_weight=6.4355827040917601 2.4988067055172527 252.41576947817157 846.04582031530299 1050.1373616306973 1198.0103069860616 16492.011354187074 1.4548571687191714 27.849631273486011 27.99230632726988 14.58283993498487 2.5999756315723053 14.260394515702499 46.675983755120136 0.81515953583663536
leaf_count=1658 318 3005 34641 19248 17030 142310 11 515 2322 272 30 169 2108 184
internal_value=0 0.0319715 -0.000708921 -0.000495032 0.0116726 -0.00207275 0.0466429 0.0539405 -0.052167 0.0153925 -0.0985838 -0.0835016 -0.0845114 -0.109945
internal_weight=0 347.591 19636.2 19586.2 2248.15 17338.1 295.981 280.265 51.6107 21.0184 30.5923 15.7153 49.9899 3.31397
internal_count=223821 7982 215839 213229 36278 176951 3700 3520 4282 1930 2352 180 2610 502
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=15
num_cat=0
split_feature=107 86 169 128 142 17 104 131 151 98 116 92 44 110
split_gain=39.8391 53.5888 54.4779 59.8572 53.0088 41.9975 50.3881 38.2108 29.4394 25.6045 20.1146 17.435 16.7578 14.3284
threshold=-0.37130963705608439 1.4706262913953176 -0.22776823516107012 0.52687440670240648 -0.075422820731344278 -0.36348967064587584 1.0868676149991561 0.099516394928833143 -0.39527406724698061 0.51583239364233147 -0.29585897482897971 0.30858022337540575 -0.17749436633216678 0.46099943632228996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 13 -7 9 12 11 -10 -1 -9 -3
right_child=1 5 4 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.083296414890169035 0.041271065396260756 0.056553956522088181 -0.021932396156477268 -0.043485578536334744 0.00038497337071400554 0.086826931571766283 0.012015709286700635 0.20247900115924439 -0.089429311340502027 -0.053017526072423597 -0.032423809799464492 0.33535436270434849 0.01994023864833392 -0.055704088605930013
leaf_weight=30.380651236977428 552.20902455662144 14.120725818094796 1132.328210704698 98.130927098536631 17713.605223578652 180.86949418741278 179.26396139315329 6.7758652921766069 74.247274527268019 14.514636384963522 372.14963221101789 3.016723859589546 19.511280600214377 58.369499699503649
leaf_count=215 6265 455 10812 481 198597 1258 1675 31 145 659 2349 50 98 731
internal_value=0 0.000798492 2.60342e-05 0.028482 -0.000955931 0.0356094 0.0495881 -0.0272238 -0.0358492 0.0578715 -0.0419053 0.106064 0.0669921 -0.0338368
internal_weight=0 19928.9 19496.3 650.34 18845.9 432.624 360.133 520.596 472.684 47.912 446.397 33.3974 26.2871 72.4902
internal_count=223821 220274 216155 6746 209409 4119 2933 3547 2623 924 2494 265 129 1186
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=15
num_cat=0
split_feature=72 117 73 149 85 71 103 10 109 139 182 109 95 93
split_gain=49.1688 62.4416 73.6162 58.9378 53.354 67.3134 63.807 59.255 36.9929 31.6346 31.5637 31.4996 27.9038 25.7594
threshold=1.0248136159082504 0.55972789629003306 1.2652035054601638 0.7141339561435841 3.8146915231835172 1.7163136782712256 0.80974245272701273 -0.37478354344923687 0.28811288367771665 0.30846683973825656 0.22946704033701723 0.24042820134034634 0.19854079698718152 2.6661829137324724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 -3 5 6 -1 -7 -4 10 -2 -6 -11 -13
right_child=1 2 8 -5 11 7 -8 -9 -10 12 -12 13 -14 -15
leaf_value=-0.00013811095645374297 -0.060973440151026341 -0.040511023561139413 -0.087551601066661364 0.039221732159402944 -0.14304128932856203 0.09514965385599039 0.015811835575950839 -0.028457219160983219 0.013169627672248644 -0.064797217808664445 0.039935859101248916 0.095212562153891456 0.090391547968629235 0.025262119453750082
leaf_weight=17647.698649309998 51.493702587074949 1183.6328626317263 38.794928018003702 100.58714643865824 8.1079724766314012 40.320502768270671 2923.6440996821766 1016.9876023512334 607.18074687570333 13.116335733502636 77.876010697335005 98.44027279317379 99.321098636835814 113.16297058947384
leaf_count=208315 257 2399 92 195 41 88 8164 2246 1041 101 127 226 171 358
internal_value=0 -0.0144139 -0.0204151 -0.0342659 0.00136204 0.000863978 0.00212873 -0.0237435 0.00712068 0.0334903 -0.000229596 0.0503921 0.0722881 0.0578039
internal_weight=0 2172 1930.2 1284.22 21848.4 21628.7 20571.3 1057.31 645.976 241.807 129.37 219.711 112.437 211.603
internal_count=223821 4383 3727 2594 219438 218813 216479 2334 1133 656 384 625 272 584
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=14
num_cat=0
split_feature=16 193 135 161 10 82 82 158 80 91 44 83 101
split_gain=45.4999 44.0313 95.9194 94.7884 66.1294 64.0761 80.611 78.7675 24.3007 26.5671 8.9019 3.98253 0.0184379
threshold=-0.5416544453060318 -0.014429019780787479 0.45186862216196461 -0.13767070888091701 0.2222505041784133 -0.1306554965339019 -0.19155927883870238 0.43133570780642311 1.8107740102284151 0.22704425230612638 -0.26721935972110938 1.5162746124625999 1.2592592774716713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 10 -10 -1 -12 -11
right_child=1 5 4 -5 -6 7 -8 -9 9 12 11 -13 -14
leaf_value=0.061248339478632563 -0.0028115310561841614 0.016373008084182059 0.056112575113180546 -0.035797895694965387 -0.085295248774650181 0.0016980123169705839 -0.057918461479591524 0.04970596756917741 0.097886779033558885 -0.095978447195135486 -0.10030723193820955 0.069758303677355138 -0.081648161211432937
leaf_weight=3.6997601434122762 2626.5341826593503 233.40799780428642 310.56240145885386 1303.4492103563243 37.012407493311912 27425.568272663862 390.25983138695301 346.07223241266911 16.956925790756941 0.95589536428451438 79.656641514302464 1.4011994651518751 14.784164461772887
leaf_count=7 15328 2682 865 37240 716 138849 5716 19773 24 2 2230 7 382
internal_value=0 0.000159561 -0.00929873 -0.013752 0.0410544 0.00158439 -0.0301148 0.00229626 -0.0621923 0.0110412 -0.0904437 -0.0973674 -0.0825184
internal_weight=0 32672.9 4277.56 3929.98 347.575 28395.3 623.668 27771.6 117.455 32.697 84.7576 81.0578 15.7401
internal_count=223821 221169 54149 52568 1581 167020 8398 158622 2652 408 2244 2237 384
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=15
num_cat=0
split_feature=139 180 72 169 152 157 34 131 3 20 131 72 86 34
split_gain=31.1149 68.7652 95.3537 98.3238 82.2377 74.4886 61.0303 94.2314 75.7776 72.059 68.8589 67.9197 58.1414 42.5128
threshold=-0.0360365588962391 31.02878179384204 0.34718110157333709 -0.091693273330088684 -0.1167673207940554 -0.034017009547455686 0.032388728196799749 0.16485230294948836 52.722537787912891 -0.2133385481074174 -0.30464614798654815 0.065958052163176628 -0.037902239434788348 -0.061097310460453892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 10 12 -10 -1 -9 -8 -4
right_child=1 4 13 -5 5 -7 8 11 9 -11 -12 -13 -14 -15
leaf_value=-0.010528719406705212 -0.013364214550132869 -0.01992963124952184 0.045371889988230781 0.064480042025257228 0.0063116652510157231 -0.011164571329410976 0.0028884665624270131 -0.45696326461401154 -0.012998096968300458 0.014311797716710479 0.036851728128560551 -0.013278226205537539 -0.016157333127962227 -0.046803704576917765
leaf_weight=378.34921818645671 235.86382660156232 2943.2255792683864 63.861135069862939 519.93926757143345 5890.7568905303342 4162.1008166205138 3041.4702903917059 3.4683319870382538 1222.1786833108927 4612.1988873246592 1620.5021586427465 660.60712981223696 3388.5764006543905 231.13955536973663
leaf_count=2773 3833 38041 387 3693 50533 23652 13683 7 14844 30174 21513 5280 14026 1382
internal_value=0 -0.00323859 0.0213673 0.0401871 -0.00522811 -0.000923875 0.00331846 0.0170407 0.000339004 0.00859095 0.0278834 -0.0155955 -0.0071485 -0.0268497
internal_weight=0 14046.9 1050.8 755.803 12996.1 10052.9 14927.4 2662.93 12264.4 5834.38 1998.85 664.075 6430.05 295.001
internal_count=223821 121521 9295 7526 112226 74185 102300 29573 72727 45018 24286 5287 27709 1769
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=15
num_cat=0
split_feature=141 25 22 180 41 112 85 94 29 138 68 20 23 111
split_gain=35.3702 37.0852 39.8297 75.0792 40.6803 35.7565 15.144 10.7072 26.4036 13.7573 13.372 12.4785 10.2882 7.49765
threshold=2.041008326037471 0.0088697334141047499 0.042482863895292898 32.688755020080329 0.14745334773194654 -0.19536124818654083 -0.043331141651283538 0.0015708830455131698 0.00063242654801690102 0.37988723199472868 0.13440809538962081 0.87897260384308085 -0.17544643406004309 0.14851512745998816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 -2 -7 8 10 -10 -1 12 -9 -13
right_child=1 2 4 -5 -6 6 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.10300547126680948 0.083678488808958673 0.016083994885097697 0.0061517243228453736 -0.023673775204714222 -0.0035233734702419975 -0.13422185453989249 0.077598679998995113 0.037897693741873767 0.39064527712579877 -0.081465464847557831 0.074470398850860264 0.47548711532925253 -0.087013627970942975 0.058075121954644343
leaf_weight=11.734400241597745 90.325765982270241 661.49662280034136 8880.6608841396701 1684.5585409089927 8510.5525248567574 12.116919852793218 4.6784456928908176 7.1653817206945822 2.4226513345074632 0.82824087032895466 6.6520653814077368 0.52610488663776722 82.665121205904583 2.3636736042135453
leaf_count=834 186 6989 134231 16375 50995 54 23 634 134 227 13 9 12674 443
internal_value=0 8.56756e-05 -0.0002328 -0.0124636 0.00141712 0.0587653 -0.075218 -0.0556886 0.00765337 0.270364 -0.0387962 -0.0704702 -0.07705 0.134068
internal_weight=0 19844.4 19737.3 2346.06 17391.2 107.121 16.7954 114.358 21.6374 3.25089 18.3865 92.7203 89.8305 2.88978
internal_count=223821 208853 208590 23364 185226 263 77 14968 1208 361 847 13760 13308 452
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=15
num_cat=0
split_feature=67 13 106 122 137 142 97 174 30 55 182 116 19 144
split_gain=43.0171 58.3826 76.877 54.9023 53.8592 64.7481 54.5568 50.108 53.0354 64.1664 43.589 26.004 24.514 23.3416
threshold=-0.10289150091543139 -0.29303248546774446 -0.34568342792256729 -0.36313197193331309 -0.0090036779259462987 -0.058898681035908527 -0.034823463989207944 -0.3151017927116409 7.9000163239802799 0.071820841011686523 -0.084386702463032801 -0.29585897482897971 0.058634409834089317 0.22020824210553738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -3 -6 12 10 -10 -9 -1 13 -2
right_child=7 4 3 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.076741599962934004 0.12953533580077001 -0.0093228264835738504 -0.012921794405094212 0.061038396439716383 0.081418209235412417 0.040763573046010193 -0.020257689290615846 -0.037101173368067085 -0.0083383968637224404 0.0054612568727137626 0.016036321930491381 0.0031869266149644479 -0.16940182126753925 -0.17444934278234148
leaf_weight=64.190365084912628 6.4532815823331457 473.05361194632133 121.75827918690629 571.30856094206683 55.918201529420912 568.0057149759914 938.28782694871279 165.92256042323424 10047.406409319177 5069.7695046444151 2218.0195676056446 111.24785454478115 26.460637083044276 4.1506024487316608
leaf_count=180 51 5157 1157 5485 523 5078 3948 3538 89035 73953 35070 607 28 11
internal_value=0 0.01137 0.0330762 0.048045 0.00210732 0.0180045 -0.014539 -0.0017704 -0.00152442 -0.00371048 0.0123379 -0.0260578 -0.117919 0.0105488
internal_weight=0 2903.77 868.505 693.067 2035.27 1041.06 994.206 17538.2 17501.1 15117.2 2383.94 175.438 37.0645 10.6039
internal_count=223821 22135 7429 6642 14706 10235 4471 201686 201596 162988 38608 787 90 62
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=15
num_cat=0
split_feature=128 130 96 195 176 128 166 145 124 162 103 29 75 33
split_gain=48.4803 162.933 122.036 78.1435 113.665 76.6835 104.506 75.4734 75.4307 74.9942 70.0962 65.1929 60.6856 42.4039
threshold=0.55644379155664747 0.42511856210988086 0.12104301776006141 0.29949483701449992 -0.14070202136026569 -0.054603399641625409 -0.33220848160159638 -0.24695411616748839 1.2607619470568825 0.094801810733672914 0.8394923329866586 0.091604790257258997 0.0083340071238729805 95.662838268712633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 -4 6 -1 -3 -7 13 -5 -11 -9 -2
right_child=2 7 3 10 -6 8 -8 12 -10 11 -12 -13 -14 -15
leaf_value=-0.088804970229900693 -0.086681964804088227 0.020613719580376041 0.11701576948415696 -0.0023049902215154308 -0.057918174719883989 0.0056891794720579508 -0.005721956967145175 -0.011126815320725321 0.089844659990386266 0.054069073056991691 0.033475002873774223 0.15389775831404381 -0.039236506709559499 0.091318318931218334
leaf_weight=156.40847720472811 50.321318223053822 379.48298175547097 41.703572347294539 1606.3795090764761 339.66408473905176 12236.691940586832 4725.2652317600732 1392.5909726370883 107.44345574919134 335.71331728158111 830.67433182289824 81.24893490067916 1712.4414160224842 18.232386354880873
leaf_count=4270 850 2210 134 2892 766 108988 88896 6128 239 3153 1453 264 3444 134
internal_value=0 -0.00176339 0.0112805 0.00330376 -0.0387887 0.00222587 -0.00838393 -0.0214844 0.00642167 0.0575856 0.00989069 0.0735216 -0.0266295 -0.0393414
internal_weight=0 20710.3 3303.94 2818.42 381.368 17225.8 4881.67 3484.52 12344.1 485.516 2437.05 416.962 3105.03 68.5537
internal_count=223821 214175 9646 5245 900 202393 93166 11782 109227 4401 4345 3417 9572 984
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=15
num_cat=0
split_feature=68 51 87 52 143 173 195 189 182 48 169 80 1 35
split_gain=48.0196 130.766 132.472 130.006 154.42 104.731 100.421 96.8871 93.7312 92.4689 77.9948 95.6825 76.2152 39.4843
threshold=-0.013359159420608261 22.256926494962226 0.17221870136656467 -0.11333425031568782 0.01054977034371226 -0.063995320973729716 0.33832682228054961 26.500000000000004 -0.11480928178956319 23.992155807737088 0.30384183257880854 0.035885160500706621 -0.50876884701315894 -0.03030564750350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 10 8 -3 -4 -6 -5 12 11 -2 -1 -12
right_child=3 2 6 4 7 -7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.049537583275080274 -0.055840431053753185 8.8443369092657825e-05 -0.021427455168052889 0.059724083147388501 0.072316447113090071 0.02183710449283166 0.09563973664492581 -0.0017712606854262956 -0.030014165669155619 0.30281394751903862 -0.073172987955230653 0.097456246118319101 -0.007167982118463579 0.18201904483382669
leaf_weight=243.50473592616618 48.092921218370975 5452.6636438147107 96.386475802399218 121.36891961510992 179.52902750225621 3727.9782713179593 305.59448267344851 10502.781985288559 2839.3209904151136 9.7280176859348995 58.080196231021546 265.45052813319489 8904.2788609162089 6.7697393391281357
leaf_count=610 295 34509 281 1161 1286 24056 655 87679 32212 18 391 680 39979 9
internal_value=0 0.00321422 0.0113802 -0.00452343 -0.00612706 0.00891991 0.0675695 -0.000526128 -0.0263355 -0.00533085 0.0532953 0.0739428 -0.00565854 -0.0465333
internal_weight=0 18740.1 9582.62 14021.4 13643 9180.64 401.981 10682.3 2960.69 9157.51 378.393 313.543 9147.78 64.8499
internal_count=223821 100108 59501 123713 122338 58565 936 88965 33373 40607 1375 975 40589 400
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=15
num_cat=0
split_feature=106 126 108 10 172 95 190 108 26 71 102 105 4 130
split_gain=30.4392 57.6695 63.6527 62.9479 64.4114 57.1766 58.567 49.1898 39.2072 38.9133 38.5646 37.6954 31.0527 25.492
threshold=-0.20315360564392473 0.89826010109651822 1.7710301134425352 -0.11989898484459661 0.64612473782848678 0.88354975777506606 0.83621460506706458 1.9293297270927943 0.8502841097604571 -0.21411119327298847 0.56499482007265289 4.108266878682147 0.061162085695262346 0.31314172424138098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 -5 6 7 -2 9 -7 -4 -3 -10 -8
right_child=5 2 10 4 -6 8 13 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.023554407667288224 0.0017610750465721324 -0.036851617814476899 0.031315020201733199 0.14863327750845365 0.027686303492171729 -0.16469449624635205 -0.048198298749673109 -0.035094449135065112 -0.058747370150712443 0.055433809378551281 -0.0098673769314309625 -0.0015104115323780413 0.017121622625091048 -0.010773537053264793
leaf_weight=215.25920187063457 23762.151176825973 1191.4058904200792 344.80557642318308 51.180340541526675 315.28172458754852 8.209915451705454 327.77369000623003 367.73848074371926 60.922396120091435 367.63339596183505 667.73199053364806 404.19431055200403 471.20426747767488 409.25894634786528
leaf_count=2095 185604 9607 3042 391 2182 9 2068 1918 873 2009 5121 3039 4013 1850
internal_value=0 -0.0091042 -0.0154543 0.0193663 0.0445778 0.00125122 0.000351232 0.0011994 0.0258995 0.0506253 0.00415672 -0.0278991 0.00843549 -0.0274171
internal_weight=0 3189.86 2608.14 581.721 366.462 25774.9 24866.9 24129.9 907.97 375.843 1012.54 1595.6 532.127 737.033
internal_count=223821 25477 20809 4668 2573 198344 191440 187522 6904 2018 8163 12646 4886 3918
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=15
num_cat=0
split_feature=154 121 118 116 142 152 88 139 154 13 129 130 182 16
split_gain=34.5876 65.9733 45.7886 44.9863 38.0387 37.0122 45.7084 38.7284 30.5073 55.6505 46.2066 23.6012 42.5315 21.8943
threshold=0.21726746817689188 0.35380757882418395 -0.010372058230718217 0.26316612625807201 -0.064022187547349577 -0.18363228211612334 6.7391251147440565 -0.33203567858186955 -0.22726776263432988 0.23214803041822099 1.0184871231666912 -0.1958618008543401 -0.035947805213502847 0.082975230299622324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 8 7 -7 10 -10 -1 12 -2 -8
right_child=1 2 4 -5 -6 6 13 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.005808224096282605 0.047091413042211011 0.047924610795635467 0.11366574199105328 -0.073042422841964785 -0.047123955835280729 0.018652024262180936 -0.13823473015230378 0.001731930162081032 -0.035881376430499753 -0.0013091057352373045 0.037894212963103947 -0.055070969391308892 -0.047226388038406002 -0.013621391601991965
leaf_weight=1508.139888582466 75.007433881884026 263.43846052605659 16.296701707702596 34.804668964119628 151.42820410180138 1501.1847347586863 33.431771064480927 13682.835549320673 853.72229529389142 1024.1455085857233 288.15734005670311 376.57121649656892 131.8582108639439 24.382517018355429
leaf_count=9556 2279 1020 56 205 1482 10675 534 119265 23433 4769 1115 43359 5883 190
internal_value=0 -0.0177564 0.0103 0.0338079 -0.0315011 0.000895048 0.00306684 0.00340475 -0.00811438 -0.0170265 0.00120241 -0.0401639 -0.0130277 -0.0856805
internal_weight=0 1049.4 465.968 298.243 167.725 18916 15241.8 15184 3674.17 1877.87 1796.3 583.437 206.866 57.8143
internal_count=223821 54284 2763 1225 1538 169537 130664 129940 38873 28202 10671 51521 8162 724
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=15
num_cat=0
split_feature=115 169 44 54 14 160 55 154 44 115 108 146 107 115
split_gain=40.8482 83.724 77.0562 93.7226 63.5645 64.469 55.3038 62.1953 57.5645 52.9874 48.4454 51.6519 48.354 46.2671
threshold=0.065481356056770509 0.0013455701120589361 -0.040576807242092457 45.293078858046719 -0.25359541396936852 -0.29040372285941757 0.21030161606471973 -0.21001404861355105 0.056739476318991296 -0.0033210400649649296 1.8303729909101762 -0.21648006284343971 -0.35671083632950012 0.24411346347890658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -3 10 13 -9 -1 -2 -12 -6 -8
right_child=6 4 3 -5 12 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0039856045138424662 -0.035092389309383097 0.00082055722409867622 -0.022844864408149042 0.0229969439402661 -0.078002829838242152 0.058916890262600143 0.011231145770867333 -0.01643814738322345 0.035142136132859415 -0.040509988090761131 0.090534030823722536 -0.010170530400042689 0.010530275741174345 -0.030897483162381695
leaf_weight=10303.388272635042 1096.088726277042 284.02000009734184 2606.2243753956573 538.06027921247005 63.475291172391735 583.26646160834935 410.49170871207752 317.00378834687581 681.53270529041765 274.76956203443115 61.894946364569478 287.54200534212578 2194.5653842630854 714.32117886346077
leaf_count=67971 38957 1254 37111 4908 175 2839 3201 2139 12828 1670 293 3605 19337 27533
internal_value=0 0.00210857 -0.00125566 -0.0150003 0.01688 0.0398914 -0.00966862 0.000602409 0.018767 0.00282982 -0.0247559 0.00766703 0.00804154 -0.015523
internal_weight=0 16847.8 13722.4 3144.28 3125.33 867.286 3568.88 2123.35 998.536 10578.2 1445.53 349.437 2258.04 1124.81
internal_count=223821 135265 111660 42019 23605 4093 88556 45701 14967 69641 42855 3898 19512 30734
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=15
num_cat=0
split_feature=118 195 191 25 94 98 168 13 187 195 13 76 45 51
split_gain=52.7174 62.1912 122.907 120.49 76.0188 75.2583 74.1331 65.5609 43.641 62.4812 50.4343 52.2778 38.0771 35.2462
threshold=1.2345021291604474 0.69683908866337807 0.38495217567021461 0.57924753288308251 0.099358081637816661 0.077433981740155339 25.334883745377763 0.45494204805495825 0.31472081218274101 0.28234091265086675 -0.32648750532113907 -0.016810917182182156 0.49118088460004311 9.4860659700442067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -4 -3 -1 -5 10 -10 12 -12 -2 -11
right_child=8 2 4 7 -6 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.0017663665095808145 -0.022277136197625665 -0.0058992818069972643 0.015619032750048292 0.032682619159428071 -0.011991086945565615 -0.05252614046331372 0.026689413330445156 0.1451249094996096 -0.086341237085830982 0.073979983197645205 -0.008558593673052655 0.078788777707407179 -0.35270618100215412 0.0081259526669666734
leaf_weight=14852.160365816453 51.487255330866901 553.03495633307466 1597.9650620388857 688.44007697078632 2652.4720080755651 925.41170045203762 975.67063655919628 56.078292094171047 66.952418174594641 87.629722799174488 90.31340736040147 283.95338565856218 3.7408248595893374 1120.4248185742181
leaf_count=185443 332 4584 2751 6668 5783 2900 10387 59 136 271 573 1305 9 2620
internal_value=0 -0.00126783 -0.0102495 0.00183704 -0.00161098 -0.0350847 -1.22747e-05 0.0411519 0.0169783 0.00769142 0.0445476 0.0577112 -0.0446585 0.0129029
internal_weight=0 22301.2 5728.88 16572.3 4250.44 1478.45 15827.8 744.518 1704.5 1275.01 429.495 374.267 55.2281 1208.05
internal_count=223821 218575 16018 202557 8534 7484 195830 6727 5246 3027 2219 1878 341 2891
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=12
num_cat=0
split_feature=148 149 14 192 26 169 122 19 14 157 181
split_gain=46.1376 46.9686 67.7236 88.1736 72.9898 51.7358 176.86 114.679 22.4324 13.3629 6.12926
threshold=-1.4179270228356258 -0.64187951818600908 -0.11130324732386992 258.15279541751289 -0.067319112075900633 0.13269187418200692 0.90483832031123168 -0.036113766345540733 -0.44759217759471076 -0.47277385790602561 -0.039960151655833949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 -1 -10 -11
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12
leaf_value=0.099275604754980706 0.03476391533242798 0.0010350170557362952 0.099761686608235423 0.34708667807938554 -0.029514845180447582 0.0020322335849935831 0.14367217218983042 -0.02408178891533572 0.067062612398414392 0.024002473412253679 -0.092002595063591153
leaf_weight=7.7498445571400216 700.64727232104633 24339.18306112766 50.071642236202024 9.1573702534660679 341.81687678024173 4303.2903461379174 87.240587132866494 2760.3505711113976 6.0434174509719005 4.7931376065826035 91.534458554175217
leaf_count=29 2240 155941 487 42 2658 38711 259 22603 17 45 789
internal_value=0 7.48296e-05 0.0203706 0.0387933 -0.0129972 -0.000635228 0.00154446 -0.00817268 -0.0647625 -0.0771808 -0.0862303
internal_weight=0 32591.8 1101.69 709.805 391.889 31490.1 24426.4 7063.64 110.121 102.371 96.3276
internal_count=223821 222941 5427 2282 3145 217514 156200 61314 880 851 834
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=15
num_cat=0
split_feature=124 142 115 106 96 133 111 18 93 85 116 137 76 29
split_gain=28.1358 28.2487 37.5199 33.7031 29.2473 23.7862 19.6087 21.4926 19.3037 14.2863 12.3648 10.6052 13.1162 2.20316
threshold=1.070250697624836 -0.18243143410858234 -0.32992859445339717 -0.37617430713621286 0.79222618110399956 0.061512639592619663 1.1368251697622707 0.91570935507888684 0.32120000862932113 -0.0079090141861343898 0.1124755547883899 0.0049949482607896242 -0.019963675380163092 -0.051270174458143448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -3 11 10 -4 -1 -8 13 -13 -2
right_child=6 3 8 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.18134061660936718 0.025391801762401096 0.05585013286290097 0.085077222425500518 -0.00017741300882253091 0.014084848656422658 -0.044465067013040371 -0.10295827301301896 0.322991557951879 0.25640250526438696 -0.099797136413836307 0.059599407753311351 0.13489652646040362 -0.042108561227434081 -0.11156120068461989
leaf_weight=2.0798809303087191 1.2311098151840294 26.155428975587711 36.207631745899562 26838.490474534963 1519.2224925526825 245.48035569372587 6.4099299008958104 2.5175750148482612 8.0361914206296188 13.802344178315249 17.32971397601068 4.2998131369240573 158.67675429780502 25.606816519284621
leaf_count=20 27 180 550 206835 11769 2417 44 38 56 236 135 19 1247 248
internal_value=0 0.000394663 0.0688666 0.000250862 0.000586667 -0.0348059 -0.0358263 0.0451701 0.116196 -0.0629803 0.0157073 -0.0470306 -0.0374386 -0.105279
internal_weight=0 28689.5 60.126 28629.3 28357.7 271.636 216.072 26.2572 44.2438 15.8822 23.7396 189.814 162.977 26.8379
internal_count=223821 222063 862 221201 218604 2597 1758 217 606 256 179 1541 1266 275
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=15
num_cat=0
split_feature=191 96 104 1 61 121 96 24 110 117 196 195 138 23
split_gain=33.676 42.4105 65.639 64.3733 49.8183 95.9839 84.37 45.2889 14.0921 25.3026 49.701 17.9501 11.6847 8.44372
threshold=2.7385566629752791 1.6339801252579302 1.3326174604608001 0.022326499844479406 0.4496840383330406 0.23574601991418506 0.29497953318394127 2.9665214982925519 0.84594953683607277 5.6774353754359552 1.6631694905687382 0.20900306975136426 1.6431719730907643 0.39357668281429059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 12 11 -11 -10 13 -2
right_child=8 2 7 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00044691527474421575 -0.020620948411945318 0.085542243511162186 -0.046351775091189686 -0.013321402076092382 -0.063895454676549696 -0.00566386026776262 0.027572504379641406 0.094368467659940544 0.327877762005649 0.92348539471795288 0.044690997357251655 -0.050838850673714311 0.17303078099838975 -0.078684247551659814
leaf_weight=15977.99598895646 34.22916755679762 222.52098282977386 133.21562256588368 93.550664116744883 334.68594591489091 1835.1151580564328 1152.1485309836171 27.610938009893289 1.3674423834309042 0.89103375043487121 2.317175107775256 14.763008148933293 2.1304994194942983 93.34974835763569
leaf_count=187464 270 2106 1380 298 8746 10509 10970 312 6 19 51 203 53 1434
internal_value=0 0.000357368 0.0298167 0.0562807 -0.000370568 -0.0146459 0.00143763 -0.0221927 -0.0473546 0.032279 0.288763 -0.0187335 -0.0592274 -0.063106
internal_weight=0 19776.8 476.898 316.072 19299.9 2169.8 17130.1 160.827 149.048 19.3387 3.20821 16.1305 129.709 127.579
internal_count=223821 221785 4096 2404 217689 19255 198434 1692 2036 279 70 209 1757 1704
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=15
num_cat=0
split_feature=129 128 16 165 78 132 63 127 63 192 118 45 101 133
split_gain=42.0489 64.3968 60.4198 58.2285 47.4028 45.9639 96.4627 79.5612 45.1417 69.022 28.7044 26.1647 12.7705 14.4201
threshold=1.0220876749591452 0.63975605742203878 0.35323104100709013 0.096980085661935569 0.019266599266463676 0.074074137435584872 0.029933601865413561 -0.28355867252594408 0.038232410284684555 14.07259491718853 1.8436396509183439 -0.149255455210731 1.3821996529451928 0.13867698855050056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 -5 7 -7 -1 11 -10 -2 -3 13 -4
right_child=2 8 12 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.058867764114099941 0.077941278319413151 0.021118634673020373 0.10237023997500967 0.054467963539221231 -0.01375545753475441 -0.018020235812705638 0.0019321411008023032 0.010244888816441021 0.15318626018871451 -0.015411715622761606 -0.14254256389042663 -0.06026174033131676 0.29815155210505551 -0.012743897159717677
leaf_weight=172.03681440373475 141.40447054989636 44.237496475921944 85.696277134396951 125.8321616170324 534.24274904743652 3196.6835590467672 10012.890095870596 5237.9169282845942 25.859266434941674 398.0802735943289 6.1619636341929427 369.4746998995397 2.9721820475533596 12.464920869941123
leaf_count=8329 835 173 1011 3000 4013 40014 104393 57525 204 2556 9 1586 22 151
internal_value=0 -0.000936877 0.0210702 0.0119459 -0.000749812 0.000283347 -0.00289628 0.0080471 -0.0280603 -0.00512765 0.0687345 -0.0515599 0.0939359 0.0877526
internal_weight=0 19457.2 908.775 807.641 660.075 18619.5 13209.6 5409.95 837.652 423.94 147.566 413.712 101.133 98.1612
internal_count=223821 214780 9041 7857 7013 210261 144407 65854 4519 2760 844 1759 1184 1162
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=15
num_cat=0
split_feature=77 75 19 22 89 183 44 152 73 183 117 86 17 44
split_gain=46.9599 78.7678 78.0491 101.867 118.293 82.8615 85.1937 82.6422 68.8619 65.1695 58.0215 45.2468 42.8048 39.9074
threshold=-0.03622921224626962 0.0024142126114784137 -0.11621584606948157 0.16958986246163557 0.01545414763396572 2.4880863322571334 -0.15364446324197858 0.10669456247196547 0.87544907578661812 0.96659825547469158 11.252773985607776 0.9339417223005152 0.60839397806963558 -0.15364446324197858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 -4 -5 -7 10 -1 -11 13 -3
right_child=2 12 5 7 -6 8 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.097977992621541221 0.041831592308732901 0.23995330486262256 -0.032325735629098677 0.030323376398586323 -0.011396740930704835 -0.052563189228378396 0.0016930812304772683 -0.00424863705298792 -0.00058676156569438336 -0.0078637399080768236 0.85052591313570858 0.083404735100910343 0.031579448437824884 -0.055987942364130329
leaf_weight=44.001247189928108 497.3475142298139 4.5962694849185928 783.48695854552716 2779.9542941335676 2601.1752966318018 581.05475413956447 12185.523640653601 920.34752732659399 454.10505469329655 2458.4367727839126 1.0489433932816599 55.545534625649452 66.632933383632917 528.1674947308129
leaf_count=2621 16230 588 8114 10637 8473 1423 105308 3838 847 55844 32 99 631 9136
internal_value=0 -0.0113538 0.00173259 0.0105235 -0.002853 -0.00253526 -0.000362072 0.0217245 -0.0297621 -0.00371095 0.1155 -0.0058472 -0.043984 -0.0534348
internal_weight=0 3158.43 20803 6798.82 3098.52 14004.2 12969 3700.3 1035.16 2559.03 45.0502 2513.98 599.397 532.764
internal_count=223821 68951 154870 39178 24703 115692 113422 14475 2270 58596 2653 55943 10355 9724
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=15
num_cat=0
split_feature=32 53 56 79 189 165 159 54 189 87 32 143 92 42
split_gain=44.8315 113.433 87.2705 88.6676 83.7886 121.135 154.468 79.2171 109.7 85.9057 77.8772 76.8621 113.208 97.109
threshold=0.2019606089997544 0.018522775351790189 -0.11577724451809164 0.23438994457517778 25.500000000000004 0.47063692394784379 0.45468641095532863 157.73659618512229 32.500000000000007 0.031770149471528293 0.048397677027803357 0.01054977034371226 0.3400054042628507 0.00049217486891978861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 -2 -7 9 -9 -6 -4 13 -13 -1
right_child=4 2 10 -5 7 6 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00053346095271908356 0.081526986422324699 0.087665658979704478 -0.051748245772381823 0.69803579118873837 -0.0040479342499450182 1.6028765732861499 0.25152478333900136 -0.082003661949283171 -0.0036455018769604298 0.021960231298144086 -0.013432303125439608 0.027267842594484296 -0.0074146868805642753 -0.031923791802344927
leaf_weight=17227.724132187293 69.664261023310246 38.02681668967125 677.71663282939699 2.5389128152746698 2072.8280914651114 1.1849661504966196 2.9558332028100267 199.77100636185787 1691.0830662943481 3278.9953573916428 2441.2952376267349 2310.0832920766552 1588.164549396839 1045.3240996969107
leaf_count=102810 404 1042 24492 15 19046 30 30 2921 15933 13486 22827 6452 6502 7831
internal_value=0 -0.00213584 -0.0198625 0.125867 0.00675083 0.112761 0.638239 0.00567056 -0.0119241 0.0118869 -0.0217578 0.000390334 0.013138 -0.00232917
internal_weight=0 25330.9 3159.58 40.5657 7316.48 73.8051 4.1408 7242.68 1890.85 5351.82 3119.01 22171.3 3898.25 18273
internal_count=223821 171971 48376 1057 51850 464 60 51386 18854 32532 47319 123595 12954 110641
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=15
num_cat=0
split_feature=193 22 55 189 118 63 72 151 172 16 13 136 110 134
split_gain=27.2288 53.5294 47.4846 39.4022 51.2677 45.2513 43.5709 84.9864 45.1118 33.9474 30.3032 28.5859 24.2054 20.394
threshold=-0.052690046585528123 0.17594551356397206 0.040207726578507789 31.500000000000004 -0.10665527827575468 0.032994856269652588 0.077446310112262898 0.7289267953717814 0.47606829675631285 -0.3273116297140809 -0.26414740296126188 0.36947781363808102 0.53297313369732546 0.0029489662103278423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 4 12 -6 7 -5 -8 13 -3 -11 -2 -1
right_child=3 2 -4 6 5 -7 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.053403665775719672 -0.010877762332824514 -0.034006215650073578 -0.055075152015152611 -0.019429598397547109 0.022843204710419507 0.0014591370246137827 -0.01345604896180122 -0.18557128000589587 0.0010100347162998072 -0.030498545566275216 0.13905810872341703 0.17438442223673209 -0.084839078519165084 -0.21623568644842509
leaf_weight=15.180587505456062 667.47857927603764 12.929499015212057 28.773149127140641 458.25609657805762 2215.4617579624755 1788.4069418606814 2406.2244049207729 33.006353372242302 20704.697245947311 453.97360800020397 46.520308442879468 6.9136089459061614 47.390532339457422 15.591681133490054
leaf_count=186 6055 149 226 6495 16355 11326 26504 346 152175 3392 352 53 156 51
internal_value=0 -0.0213447 0.0503798 0.000545249 0.00888724 0.0132916 -0.00112255 -0.0305921 -0.000496121 -0.0342149 0.101419 -0.0274252 -0.0157809 -0.135907
internal_weight=0 579.882 88.223 28320.9 4718.74 4003.87 23602.2 491.262 23110.9 491.659 59.4498 460.887 714.869 30.7723
internal_count=223821 4409 727 219412 33892 27681 185520 6841 178679 3682 501 3445 6211 237
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=15
num_cat=0
split_feature=170 159 112 71 154 41 154 50 69 131 195 1 23 151
split_gain=34.3032 88.8918 57.7426 60.914 52.4482 47.0983 83.1752 61.3599 59.072 73.6082 45.2139 44.0883 25.3333 21.0641
threshold=0.048784035543242968 0.19571249147724024 -0.26901019799001241 -0.088815164805417721 -0.31837988137208456 0.14745334773194654 -0.21338438551025504 0.78812629054291528 0.47452520555178662 0.41873467427190153 0.34030492515615512 -0.42617704190980593 0.081617647801630708 -0.22371120373571576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 -1 8 11 -8 9 -2 -6 -7 -3 -10
right_child=5 2 3 -5 10 6 7 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.15454967978605852 0.0082323263933414565 0.044521544603794351 -0.041661836966507694 0.000381349306378104 -0.042417093331767977 -0.081738988386209022 -0.0067875920292435532 -0.040097028972545565 0.041035531676034021 0.049943399006406791 0.0008787941476257749 0.0085328923350010306 -0.19659230877071598 -0.059045728377865793
leaf_weight=33.794547182867746 4649.6412021239394 307.85479031645627 379.58275896504892 3740.0800947752577 726.93676509156114 54.745725403365213 3754.322062088555 648.5695476802066 24.24027837284666 465.43191480004862 360.97366819503634 4606.068133936089 4.420171797159127 158.78681793503347
leaf_count=487 23413 1395 4583 63735 32459 445 20432 3853 454 4395 32405 29083 23 6659
internal_value=0 -0.00671467 -0.000349878 -0.00349248 -0.0318624 0.00254016 -0.00183813 -0.0116943 0.0100303 0.0120277 -0.0280513 0.00747256 0.0411086 -0.0457909
internal_weight=0 5553.64 4431.94 4119.66 1121.7 14361.8 9063.71 4402.89 5298.1 5115.07 1087.91 4660.81 312.275 183.027
internal_count=223821 135087 69736 68318 65351 88734 53813 24285 34921 27808 64864 29528 1418 7113
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=15
num_cat=0
split_feature=14 180 118 162 125 91 115 11 115 89 131 122 164 82
split_gain=39.7728 38.4905 91.2236 58.297 39.5277 77.0555 58.8518 28.1206 23.1429 28.474 24.4787 15.775 29.7504 21.298
threshold=0.21378711149548621 28.674029451137887 -0.14124068009019389 0.22217448414545418 0.079106367343147119 0.012709738222821931 -0.032883511353354232 -0.38939274115266903 -0.12836279268569598 0.37657482493479061 -0.12431773379794321 1.3964792353082351 0.30130880003737132 2.1084660218099671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 9 10 -2 13 -13 -10
right_child=8 4 3 -5 6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.10178039961644157 0.15109897633883468 -0.0013207892018212723 0.017016174133505445 -0.074520699328083348 0.0021510743045876665 0.017839550768914393 -0.013904494538599108 -0.12987717379275765 -0.062561673711041738 0.83057786257560151 -0.016418949393291412 0.23169267689358253 -0.023653770179388401 0.49194265367181034
leaf_weight=5.5721889846026889 10.917584443493977 5255.0553543638562 281.42966291211997 92.424309744252241 7544.39191849294 3494.782907135741 3273.65727150155 87.896432866509713 202.47982327790669 0.43388750159647216 43.394979835400591 5.0328104927903032 48.860426241415553 0.69505248114000906
leaf_count=84 1205 43180 2301 1320 39399 34151 32135 318 65778 9 3081 54 778 28
internal_value=0 0.000657206 -0.0277052 -0.0056136 0.00133456 0.00633206 -0.00270751 -0.116067 -0.0353342 0.0237004 0.0172545 -0.0479064 0.000191713 -0.0606647
internal_weight=0 20035.2 467.323 373.854 19567.9 8749.84 10818 93.4686 311.815 54.7465 54.3126 257.068 53.8932 203.175
internal_count=223821 152888 4023 3621 148865 77331 71534 402 70933 4295 4286 66638 832 65806
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=15
num_cat=0
split_feature=118 96 103 27 61 190 86 167 186 190 128 11 132 128
split_gain=50.1908 92.1487 89.418 127.858 109.874 69.1581 94.4563 139.131 63.4883 63.1544 59.114 83.9777 66.9376 47.6939
threshold=0.50633893607862623 3.7969557995655161 0.48057271822466063 0.28247740748069256 0.52210530438526792 0.0058953585585746352 -0.095974727059011875 -0.25325748223571704 23.750000000000004 2.9733229272761257 0.082728509937600711 -0.1066705831542087 0.51667771611077307 -0.067836226785201167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 -8 13 11 -7 -12 -3
right_child=5 9 4 -5 -6 10 8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.00048067815417322221 1.9094784996470342 -0.1638967212060328 -0.0016288208324457252 -0.025096623847557467 0.024313202331085651 -0.055519414986754584 0.069432200716929612 0.22203063890717234 -0.024597098236725418 0.045443886321848329 0.018103283698014113 0.00089439288544988652 -0.021267813687398968 -0.050894363615176054
leaf_weight=7551.6705915636921 0.50152475154027598 42.137291844002903 4889.4064628881897 2928.2757614617367 2451.0601200833917 326.99104956554947 220.36434329053736 18.973995567357633 106.51596117840381 61.814233522862196 3113.6830437333556 1366.9962717199523 501.36594816157594 328.73056216817349
leaf_count=168723 4 102 11649 11803 8868 1968 3869 338 1871 155 7561 4889 1428 593
internal_value=0 -0.00253755 -0.00143042 -0.00735879 0.0070335 0.00824418 0.0515391 0.265485 0.0387922 -0.0481361 0.00541967 -0.00999519 0.012643 -0.0637335
internal_weight=0 18253.1 17820.4 10479.9 7340.47 5655.39 346.356 19.4755 326.88 432.682 5309.04 1693.99 3615.05 370.868
internal_count=223821 201893 201043 180526 20517 21928 6082 342 5740 850 15846 6857 8989 695
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=15
num_cat=0
split_feature=152 19 8 118 76 13 53 103 0 64 78 101 144 99
split_gain=44.0627 58.9742 93.8924 63.1529 55.2872 89.1841 70.242 46.0122 42.8355 57.1151 37.9688 47.9029 36.6633 24.7331
threshold=-0.48123400080645962 0.47233909818251169 0.24951444414426149 0.20992256292527886 1.3773198865963614 -0.34063634576228702 -0.0075228431481444277 0.23174323156819579 5.7832071491548307 0.76693787721418949 0.034559890236087368 0.32029485882428771 0.35323930279359195 0.10502596370280658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 12 11 -10 -1 -11
right_child=1 2 3 -5 6 -7 -8 -9 10 13 -12 -13 -14 -15
leaf_value=0.062197836029829513 -0.015980806086206063 -0.06489253665628357 0.079481710510248146 -0.018908726350773869 0.024192343948478461 0.0012359688246148125 -0.045430892531206024 -0.017804010691603284 -0.021535844616567927 0.052112292793814789 -0.11094394896256835 0.14744082881586948 0.17160362245925123 -0.099313197953572685
leaf_weight=145.43412124703173 3402.1463805753738 388.37296850848361 127.09776749243611 134.03030050496454 1556.355758621823 26018.99240877488 159.78354753716849 445.60039290459827 70.111659872694872 17.713608144782484 29.804501007660292 22.053992981091142 38.802572601241991 27.582734323805198
leaf_count=298 14935 16699 2849 1027 3932 180908 535 2039 372 36 76 20 36 59
internal_value=0 -0.000539395 -0.023348 0.0289804 0.000262785 -0.000754912 0.01771 -0.0397327 0.0350587 0.060506 -0.0128301 0.018898 0.0852401 -0.0400967
internal_weight=0 32232.4 1095.1 261.128 31137.3 29421.1 1716.14 833.973 351.503 229.533 121.97 92.1657 184.237 45.2963
internal_count=223821 222924 22614 3876 200310 195843 4467 18738 897 429 468 392 334 95
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=13
num_cat=0
split_feature=190 195 63 129 194 34 130 104 58 92 45 112
split_gain=28.0353 28.3541 50.1343 84.4029 48.1685 98.0962 63.6559 40.9618 7.59379 5.16069 7.43252 1.86977
threshold=2.9733229272761257 0.72078351214570657 0.13372515615804625 1.01346838898921 0.075231622373510679 0.14859962216202219 0.26862372351128877 0.50697953865867429 -0.21856632112022711 1.1002597222223145 -0.056511688435836933 0.94763968616772509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 -2 11 -11 -10
right_child=8 4 3 -5 6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00039296702196279999 0.13415262135013015 0.10097855704053811 0.092447385644408756 -0.019969980932992348 -0.01369305953069642 -0.025340966675159796 0.02077399692214707 0.017706088925228066 -0.079061141864758391 0.11896813252123142 -0.039296731715306496 0.0056146173031941032
leaf_weight=23004.03061719707 2.3122740797698489 156.89587670180481 69.224439572542906 1896.6292454067152 948.06146036845166 101.08515636436641 1232.3399704114127 1322.3316939183132 46.418299228651449 3.0821544516365966 79.656366622191854 2.7629992188885799
leaf_count=179401 31 1330 851 20175 6662 706 6511 6514 441 30 1144 25
internal_value=0 0.000306215 -0.000650479 -0.0160114 0.0106219 0.0514826 0.00578736 0.000590861 -0.0455013 -0.0486502 -0.0334011 -0.0743041
internal_weight=0 28730.6 26292.2 1965.85 2438.38 257.981 2180.4 24326.4 134.232 131.92 82.7385 49.1813
internal_count=223821 222150 206941 21026 15209 2036 13173 185915 1671 1640 1174 466
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=14
num_cat=0
split_feature=163 127 110 195 106 184 188 70 64 128 166 2 2
split_gain=34.1992 33.8651 38.2192 79.4161 56.4703 37.3035 24.3173 15.7857 3.46213 12.8077 4.41586 3.00661 2.35938
threshold=-0.33203731203968923 0.91469611425749131 0.39775297076229005 0.50518492462654729 0.11215367839838583 0.30994270378140165 0.98402619664494562 0.032333742353491152 -0.0736255275909075 0.83339991866173202 -0.26470784868001002 0.40788377747716614 0.17000409679699777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 11 12 -1 -10
right_child=1 5 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.10382240106476932 -0.010293238270391322 -0.26269655199724412 0.028675057004929588 -0.011627334593486931 0.0024998495772939272 0.055976963843843333 -0.057076332459465355 -0.08811781570201814 -0.084423840100399453 0.45177335461187962 0.042291662808399862 0.023303937526187608 -0.1509993236251167
leaf_weight=4.3494314105346827 4711.471303867791 5.6605156930272633 1291.2957094269605 786.86556310359992 12890.947983288446 38.104101592529332 38.000279814921669 60.938457666925387 41.746880103827891 0.54647493152879167 2.5440810562919358 3.2509307274594903 6.1011034576222292
leaf_count=1849 105170 50 16700 10936 72468 173 271 288 15816 2 39 18 41
internal_value=0 0.000237864 0.000589818 0.0134151 -0.000924354 -0.0483011 -0.000472571 -0.102956 -0.0763087 -0.0158253 -0.086087 -0.0494462 -0.0929129
internal_weight=0 19823.3 19680.6 2078.16 17602.4 142.703 76.1044 66.599 58.5389 8.14684 50.3921 7.60036 47.848
internal_count=223821 206056 205274 27636 177638 782 444 338 17765 1869 15896 1867 15857
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=12
num_cat=0
split_feature=76 150 151 73 56 70 168 85 163 77 118
split_gain=37.8562 38.1342 40.8451 53.1518 50.268 39.5643 47.8808 39.6255 16.3626 15.8603 12.904
threshold=-0.21634292016968801 0.3751347843373905 -0.38220340224451327 -0.046221626518499065 -0.012510747681506092 -0.0065523206985992595 3.328505477005645 -0.019838886131673051 -0.34916053531586649 -0.13597213973965944 -0.25578276446872722
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 -1 10 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.13117056119195766 0.013708998728323572 0.081923809696075656 0.0064404576045625347 -0.005070060122905784 -0.047252941374383017 0.051030431190002203 0.010667674891503484 -0.042475265294616843 -0.14763910083284573 0.13167557007944575 -0.04935670218245683
leaf_weight=4.9549501910805693 251.14539880304073 33.269309701048769 6535.0021041399086 10389.733439244319 318.71198124882358 343.8533052278226 2023.072952500911 250.97155834233854 14.770021125623314 4.501334869361016 139.8301218604829
leaf_count=25 7998 247 70241 117308 1302 3052 12988 2736 101 35 7788
internal_value=0 0.00044618 -0.0013268 -0.000625603 -0.0350431 0.0111226 0.0165313 -0.0143734 -0.0477856 -0.0533588 -0.0587463
internal_weight=0 20145.8 17276.7 16924.7 351.981 2869.04 2366.93 502.117 164.056 159.101 154.6
internal_count=223821 215872 189098 187549 1549 26774 16040 10734 7949 7924 7889
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=15
num_cat=0
split_feature=21 25 18 167 23 186 128 18 54 173 28 73 170 69
split_gain=46.8968 76.9062 70.4904 74.715 65.7464 90.7308 81.462 50.1395 42.0195 49.6166 105.053 19.2948 16.2986 5.65175
threshold=0.01700897818127791 0.041142512334862144 0.679595942680709 -0.3205827631548106 0.03159530627228959 9.5000000000000018 0.5028051407005123 0.68442363149015317 83.423220793507966 0.025173519345291186 0.036947240744682038 0.48550325825041168 -0.1650397404017008 0.41767260454580085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 12 10 -10 -11 -1 -14
right_child=1 4 7 -5 5 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.23241233774925454 0.089369109641129124 -0.025764861509304227 0.34159570853843718 0.003949041332322668 0.06680404249854667 0.00014755000704409543 0.018445040430179669 0.062151631473933114 0.85005275951574666 -0.092282753497410497 0.043296163764397946 0.096137093944584959 -0.10558179799256236 0.09255788369468991
leaf_weight=1.4787035904300854 113.31897574171307 1964.8231086480264 6.5825110216974272 1062.4145421827416 206.35719121299917 19595.526331096364 529.0036417030351 261.38278614994488 2.1229539369232935 18.545899038217616 6.7337458054535091 7.6877388358116141 87.65806800959399 1.4636315703392018
leaf_count=84 3667 92722 148 26671 804 82415 4632 9211 29 457 42 8 2929 2
internal_value=0 0.000363428 0.022731 0.012182 -0.00108492 0.000842183 -0.0163868 0.0690161 -0.060881 0.0320253 0.236676 -0.0370665 -0.0968644 -0.102328
internal_weight=0 23739.4 1443.7 1175.73 22295.7 19801.9 2493.83 267.965 125.691 35.0903 8.8567 26.2336 90.6004 89.1217
internal_count=223821 220270 39697 30338 180573 83219 97354 9359 3551 536 71 465 3015 2931
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=15
num_cat=0
split_feature=33 14 126 10 68 52 32 48 173 76 127 6 156 188
split_gain=47.2345 70.4171 55.848 98.6716 43.997 110.034 119.096 88.6224 98.8617 95.0651 63.3318 36.5977 0.0264851 0.00639721
threshold=7237.879163112776 0.049313596525052877 0.82246088379981031 -0.05976455074506986 -0.013359159420608261 -0.11333425031568782 0.19604698716478372 6.5000421363113183 -0.063995320973729716 -0.036994111283769872 -1.0000000180025095e-35 0.48431236289046037 1.808689180472886 0.18554788363330363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 10 -7 9 -9 -1 -6 -4 -3 -14
right_child=1 12 11 -5 5 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.057258465045554235 1.008804836392635 -0.09272897142508936 -0.005121449576660656 -0.081223008633073648 -0.034259598606621401 -0.014974550430235446 0.0039098152991629258 0.0010501883961768043 0.01982880425942898 -0.0087915932365928064 0.069106548046159746 0.14380562858671433 -0.081104453882952066 -0.084673493276461925
leaf_weight=225.66648283632821 1.8250259160995486 2.9561115253018242 24.436138584278524 1.5238819839432824 73.777047622250393 7115.8389082508638 6293.0066410924483 7672.5047528874711 4417.7195403684746 6338.7351716518278 301.53091931249764 50.813087828806601 11.927427016169533 8.6746566311921907
leaf_count=3141 2 18 73 90 645 73168 47385 35883 20223 40850 730 261 1265 87
internal_value=0 0.0677724 0.113226 0.5128 -0.000332701 -0.00461703 -0.00611179 0.00283305 0.00791182 -0.00652097 0.0487871 0.0954436 -0.0838773 -0.0826072
internal_weight=0 102.156 78.5981 3.34891 32438.8 13784.2 13408.8 18654.6 12090.2 6564.4 375.308 75.2492 23.5582 20.6021
internal_count=223821 1796 426 92 222025 121928 120553 100097 56106 43991 1375 334 1370 1352
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=12
num_cat=0
split_feature=163 8 67 81 139 92 2 74 165 164 150
split_gain=25.9129 30.6534 43.6578 45.5235 28.771 30.8252 20.9012 18.9398 10.2323 8.80705 8.08707
threshold=-0.39722607636635326 -0.32580655166254308 -0.14271421170273077 0.12312958551541613 0.77712389175470364 0.3400054042628507 0.046063188583270576 0.52294485133572799 0.56462249525770136 -0.26768187616003897 1.0979315284935482
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 10 -1
right_child=1 4 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.063575413696922753 -0.055973063096798184 -0.00082165386575621497 0.1081740852887647 0.016768591654595846 -0.014730502685090574 0.0095243722145578746 -0.071950088997936743 0.16696930668251525 0.48037793339301499 0.40281711447865071 0.22638097214297354
leaf_weight=81.672937563067535 58.475260095226986 24570.048336766067 90.044453822483774 137.97948634948989 545.62311468689586 3262.1221253130352 72.297210241667926 4.0761951149906954 0.35471377428620954 0.41292853280901809 0.97335483564529468
leaf_count=6139 1387 182627 1838 2121 7156 22291 122 46 13 9 72
internal_value=0 0.000247185 0.0325621 0.0528637 -8.28645e-05 0.000390972 -0.0214252 -0.0414449 -0.05557 -0.0578588 -0.0601605
internal_weight=0 28740.7 290.575 228.024 28450.1 27832.2 617.92 62.5515 83.4139 83.0592 82.6463
internal_count=223821 217588 5392 3959 212196 204918 7278 1433 6233 6220 6211
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=14
num_cat=0
split_feature=51 112 129 115 92 19 87 16 66 147 52 158 64
split_gain=34.1147 41.5818 51.6894 32.9331 37.4455 38.1493 32.5803 28.592 27.7662 26.4521 24.665 17.4061 7.29555
threshold=7350.8465532277469 -0.18405410216878507 1.0130151089450579 -0.064754495615112373 -0.038928531544273663 0.48318023260505444 0.053716817545967958 0.9040065179727762 4.8881542369992292 0.031618072248398195 -0.088625826821611062 -0.096553171456859724 -0.22877998648320277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 8 6 -6 -5 9 12 -2 -10 -4 -1
right_child=1 2 11 4 5 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.051141848873945954 -0.056206404175478647 -0.37773709040031384 0.036921926274997609 0.020427907738340051 0.00062674629609919558 -0.021572029352078345 -0.055512779532569945 -0.21582143841615931 0.12188352923255862 0.045823020221521578 -0.017463287603043401 -0.1232816618159543 -0.071910696329011856
leaf_weight=5.0083408916048873 47.39727646112442 7.0873550456017247 9.1469120429828745 1266.9957316842701 17309.878062794705 810.39998983675468 59.131119144774857 6.6289303861558428 14.364063154789617 54.776626881677657 109.8087455764271 26.231216693297029 126.84925170045645
leaf_count=198 324 17 32 9182 126092 11153 469 14 1652 458 7582 58 66590
internal_value=0 -0.0473194 -0.131242 0.000351931 0.00082105 -0.000366058 0.0170418 -0.0145646 -0.0352793 -0.00150723 -0.00134393 -0.0818615 -0.0672368
internal_weight=0 151.268 42.4655 19702.4 19446.4 18120.3 1326.13 108.803 256.03 102.174 124.173 35.3781 131.858
internal_count=223821 903 107 222918 146896 137245 9651 796 76022 782 9234 90 66788
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=15
num_cat=0
split_feature=129 72 16 1 131 85 114 47 189 65 16 73 129 1
split_gain=37.5099 56.5962 64.7855 67.5923 56.0819 50.6233 44.6256 135.976 75.3778 43.0061 34.4831 25.2733 15.8442 14.3785
threshold=1.0220876749591452 0.11299597519159058 0.35323104100709013 -0.18840420400500266 0.64582344083576959 0.19767649094646408 4.6026705498078178 -0.017388060121418834 27.500000000000004 0.051197990435961724 -0.317027755036772 -0.13552851253233908 1.0244329852777552 -0.0035702193428119957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 -3 6 11 7 -1 -8 -7 12 -6 -2 -12
right_child=1 2 -4 -5 5 9 8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0028788884883659085 -0.17274675397126626 0.034389650299857848 0.088334084268364643 -0.029922147391782485 0.043964321344196845 0.090728566863309268 -0.046108051721574485 0.033253260823405371 -0.0012625417107717024 -0.011601719995630205 0.10451364664843824 -0.053911500781558375 0.097804545104661467 0.0075309051046050833
leaf_weight=3251.3120106966235 7.5967734887381066 290.74459282797761 90.72292794859095 373.18935322006291 28.080200127034914 44.290598362276796 385.82149119111273 1532.4444958735421 13126.659898818942 564.75305061519612 114.7480371366255 436.29543497768464 3.0270920270704664 17.636646903672954
leaf_count=24253 79 1480 1048 5077 272 200 5671 11019 167808 3145 955 2412 39 363
internal_value=0 0.0200021 0.00907155 -0.00175924 -0.000907828 -0.0231228 0.000395501 0.0086958 -0.00254301 -0.0041601 0.0776828 -0.0479931 -0.0956577 0.0915933
internal_weight=0 897.665 754.657 663.934 19369.7 1073.42 18296.2 4783.76 13512.5 609.044 143.009 464.376 10.6239 132.385
internal_count=223821 9041 7605 6557 214780 6029 208751 35272 173479 3345 1436 2684 118 1318
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=15
num_cat=0
split_feature=16 96 190 65 109 56 97 178 127 109 157 178 38 178
split_gain=46.327 70.7575 70.6418 91.906 85.8729 67.9047 90.7273 70.1943 54.9968 56.6751 44.0477 36.9976 79.9779 49.8932
threshold=-0.317027755036772 0.83884466726589313 0.1247563352826513 0.65203548930840649 0.99088420065641303 -0.064397761715508026 0.63998127669042837 -0.26592308921255492 -0.31460280702027416 0.36816720527453523 0.015107401267191853 -0.12922306247130197 -0.022737418886863058 -0.22048664305307894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 6 -2 -7 -3 -10 -5 13 -13 -4
right_child=1 8 11 10 -6 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.031093320680918475 -0.024713431890478851 0.053214242210624041 0.043553918627568668 0.049016323048309746 0.22115954626095544 -0.042435914751007241 0.042900340185643857 0.0045271535481260037 -0.036248352983268534 -0.0084614922542132331 0.2683836475130596 0.095351487545525651 0.022678010813014949 -0.046541617032875592
leaf_weight=656.36202613613204 1652.548205889856 120.67580537684262 104.46741881483467 121.60232180269668 13.778647735249249 325.08967287915038 225.54337357636541 15160.663332271504 974.48330779979005 2974.7839281954803 9.8984259723220003 174.30021431902424 1154.216245463118 149.32477430315339
leaf_count=14968 30723 547 310 1172 27 4563 594 155332 2556 6551 30 1079 4735 634
internal_value=0 -0.00141822 0.0132768 -0.0109078 -0.0259068 0.00136346 -0.0165936 0.00354127 -0.0132859 -0.0153179 0.0655287 0.0255293 0.0322127 -0.00945597
internal_weight=0 21433.8 2383.95 801.641 670.141 17363.8 1878.09 15485.8 4069.94 3949.27 131.501 1582.31 1328.52 253.792
internal_count=223821 200866 22955 16197 14995 191212 31317 159895 9654 9107 1202 6758 5814 944
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=15
num_cat=0
split_feature=166 193 26 157 41 132 130 1 121 15 169 148 2 124
split_gain=42.6851 103.538 98.9499 140.146 70.2591 65.3169 139.617 65.4586 62.8504 90.0792 59.158 42.518 175.803 35.3625
threshold=0.37945425446906184 0.21356135551575964 0.045857083332763914 0.61510113702082292 2.244932995134981 0.43851123308537482 0.32859228738721652 -0.0071974943629943017 0.69086579145973215 2.2411418078562404 0.79931292679811727 -1.056862479578248 -0.22702254065856037 0.456065092213573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 -3 5 7 -7 -1 9 -6 -4 12 -2 -10
right_child=1 2 10 -5 8 6 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.0025659172473365011 2.1271817994718458 0.066572115202092483 0.016760332654046556 0.64455707136422302 0.10344982669158892 -0.0086546497477853323 0.066956034087211375 0.010977183891912975 -0.052877426723976086 -0.10675013731807939 -0.030280572092302532 -0.071012223739878089 -0.084834697669008807 0.08942462070345937
leaf_weight=25647.869753607403 0.45237171649932895 18.247022222727541 525.99729353981093 5.4476290234597391 182.16150953114266 541.00559755854192 445.16844676015899 4145.7396459449446 72.100066284765489 22.95655686937971 543.6496393334819 310.66918673831969 1.7462171130173363 23.044587283395231
leaf_count=94064 2 131 2933 69 533 7078 2116 90579 340 133 3112 22597 76 58
internal_value=0 -0.0171861 -0.00267079 0.199456 0.000626286 0.000156685 0.0254767 -0.000681413 0.0487648 0.0799245 -0.00714828 -0.067911 0.3703 -0.018411
internal_weight=0 1406.21 1093.34 23.6947 31080 30779.8 986.174 29793.6 300.263 205.118 1069.65 312.868 2.19859 95.1447
internal_count=223821 28920 6245 200 194901 193837 9194 184643 1064 666 6045 22675 78 398
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=15
num_cat=0
split_feature=16 86 19 132 83 149 106 76 139 169 106 69 94 114
split_gain=27.5259 48.7037 45.4037 49.6659 63.893 52.5836 37.7761 59.626 58.2879 35.7536 37.5154 32.2857 29.6997 28.101
threshold=0.6190717801369815 0.063669829036247155 0.27019963610188918 0.099581974147285757 -0.06343034948784175 0.11151765656315203 -0.073854864660395689 0.057810736242384954 0.052529602160822239 0.1095913273546643 0.15862631194690577 0.053271402420291832 0.0035259527343793695 7.1114959303181715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 6 5 -5 -4 8 -8 -1 10 -2 -3 -11 -13
right_child=1 11 3 4 -6 -7 7 -9 -10 12 -12 13 -14 -15
leaf_value=0.0082303090663495004 0.036330666458689154 -0.080157580426123642 0.0098701984824812513 -0.01170687579120896 0.027511863533520656 -0.023259666590192341 -0.00065346206468143452 0.01832684397176083 -0.013581094266339345 0.032104737653674317 -0.0087803592666504792 0.033115839313727767 -0.034632327805151152 -0.046120605101266386
leaf_weight=1682.2450047309976 319.97544570597529 152.42914239273523 1411.6592994045932 524.5653408896469 1996.0829833759635 725.19772950356128 14480.25917372918 1868.7151888685185 4509.749288813844 79.178195934277028 434.93193736858666 68.0739019724424 422.56637528177816 130.67793989554048
leaf_count=8946 3094 631 15368 4213 16773 6090 99132 15143 47605 544 1738 587 3149 808
internal_value=0 -0.0126116 0.000853866 0.00984227 0.0193502 -0.00137328 -0.00100335 0.00151602 -0.00765536 -0.00341097 0.0103404 -0.0455348 -0.0241008 -0.0189816
internal_weight=0 1607.83 27198.5 4657.51 2520.65 2136.86 22541 16349 6191.99 1256.65 754.907 351.181 501.745 198.752
internal_count=223821 10551 213270 42444 20986 21458 170826 114275 56551 8525 4832 2026 3693 1395
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=12
num_cat=0
split_feature=163 190 116 143 61 119 12 72 100 10 128
split_gain=30.9025 30.8207 36.9104 81.9129 53.6507 19.7464 24.1665 14.1888 3.28988 3.5077 3.15648
threshold=-0.33203731203968923 2.2732057416267959 0.36300019912827924 0.46347981135183303 -0.012516849696188635 -0.086218075222201221 0.84906815738276242 0.96277931691858565 -0.10090490262868328 0.065568880153449319 0.83339991866173202
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 -1 10 -10
right_child=1 5 4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=0.039338707750753571 -0.00075342045932299824 0.44678657193141219 0.032788265522303038 -0.044250521353050909 0.0036628420926690924 -0.070205991086052424 0.020512736341610414 -0.0041184003778291477 -0.090049410218528386 0.090181075348759826 0.020797294958999762
leaf_weight=2.4061666477937242 13683.099398117636 1.6853869861224655 729.36292191137909 447.09016242493817 4760.1977553880424 110.32722165345331 6.3063536814879626 46.045212573604658 48.486928839378379 1.1804287271224883 2.7126826511630489
leaf_count=14 162571 17 10488 2620 27902 1859 70 529 17523 17 211
internal_value=0 0.000212514 0.000573774 -0.0021297 0.00753255 -0.0429102 0.11041 -0.0507459 -0.0749951 -0.0802472 -0.0841765
internal_weight=0 19784.1 19619.8 14130.2 5489.56 164.364 7.99174 156.372 54.7862 52.38 51.1996
internal_count=223821 206056 203581 165191 38390 2475 87 2388 17765 17751 17734
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=15
num_cat=0
split_feature=108 139 108 107 7 108 9 88 146 19 52 151 146 39
split_gain=36.7847 58.1523 38.4712 61.5503 49.792 48.2133 93.516 64.993 35.9998 35.1876 15.018 10.5718 10.1497 7.11833
threshold=2.183262431065208 0.21876626736165397 2.0502160226948054 -0.18324802131613957 0.14028872590896088 1.759037177079769 -0.076551453300993347 0.0099379513987030588 -0.2135555065610302 -0.079302252680063676 0.039591130279890918 -0.17473898496774296 -0.24735605675391617 0.055765859689257076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 4 -4 7 -7 -1 -3 -5 13 -10 -12 -2
right_child=1 8 3 9 -6 6 -8 -9 11 -11 12 -13 -14 -15
leaf_value=-2.601270692083985e-05 0.13028378650116779 0.10457343081944166 -0.078908232548832419 0.093882581125823664 0.13321327721668083 0.032421748933986347 -0.0082784068261549017 -0.025327492740494031 0.038914035721196838 -0.079829014781084798 0.15549811380305728 -0.11063865957725727 -0.052213642286588251 0.30403713433978452
leaf_weight=16529.665214998782 53.190939648280619 14.338977200910447 17.031494855647907 12.527926498529267 31.593253133934923 1239.5716081809078 1036.6700928975624 1081.6917613578844 5.7055773362517348 168.49348965199897 3.3761510252952576 27.551436078967527 7.7589587229886074 2.4671888337470582
leaf_count=180598 536 93 43 130 273 6288 14897 20297 19 419 16 90 85 37
internal_value=0 0.0565888 -0.000279821 -0.0409752 0.0589148 0.000190097 0.0138857 -0.00158003 -0.0278753 -0.067807 0.116777 -0.0849814 0.0107643 0.137986
internal_weight=0 114.389 20117.2 229.646 48.6247 19887.6 2276.24 17611.4 47.596 181.021 66.7932 33.257 11.1351 55.6581
internal_count=223821 876 222945 865 316 222080 21185 200895 202 549 674 109 101 573
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=15
num_cat=0
split_feature=145 110 170 178 1 89 7 66 189 111 174 5 37 174
split_gain=47.2819 157.373 120.821 143.646 94.8593 110.269 72.5929 66.2318 79.8508 77.8696 75.9027 123.264 87.1778 61.5091
threshold=-0.26465125092426139 0.48046392924996978 0.4643944894028107 -0.066685701241588916 -0.066056435968884913 0.10763303129362625 0.23242027889228753 3.5505155726836981 11.500000000000002 0.051559604478847575 -0.02111276798010002 0.060949527935871849 14.83260688563127 0.29193486349541115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 8 13 -10 12 -12 -9 -2
right_child=7 2 -4 -5 6 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=-0.061042772452032851 0.087791671412050451 0.032354584475073299 -0.070415098226327244 0.12975001375534082 0.11466090371741883 0.0082434844506175612 -0.029841927342753122 0.012669632613780244 0.099570672169286001 -0.0097803626164662261 0.02614583331049555 0.00059839883642396762 -0.03597107957824671 -0.16831288914613521
leaf_weight=449.26131098874612 124.72157526737283 867.761530578573 91.569160302984528 183.44345114915632 92.827428828011762 470.00376674628933 55.580406536813825 598.45383175220559 65.598055233916966 8957.929606444668 2434.7357285798826 8419.6188712203875 958.83966663604951 10.140346049214711
leaf_count=23726 585 2896 297 390 1786 1358 1518 8228 418 81914 27716 63955 9026 8
internal_value=0 0.0139634 0.0397541 0.0493508 -0.0136415 -0.025618 0.060543 -0.0013931 -0.00784389 -0.00898542 0.00336685 0.00632893 -0.0172789 0.068535
internal_weight=0 2210.45 1142.77 1051.2 1067.67 919.265 148.408 21570 9158.39 9023.53 12411.6 10854.4 1557.29 134.862
internal_count=223821 31971 3583 3286 28388 25084 3304 191850 82925 82332 108925 91671 17254 593
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=14
num_cat=0
split_feature=61 136 103 195 28 195 63 63 28 103 14 93 96
split_gain=43.355 46.8133 93.158 124.023 88.4093 67.008 252.999 223.646 31.2155 32.7477 11.5578 0.281096 0.0145521
threshold=-0.3251784799005179 -0.050013254099541438 -0.044472846348109461 0.65197159107878899 -0.079642719502808226 0.33622820306295426 0.068529284315120981 0.067300430950174392 -0.18002560754245142 1.0754450950230519 0.015938039956309446 0.041261546841872061 0.029440235719413337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 10 -10 12 -1
right_child=1 5 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.083001012085182208 -0.020748998684200382 0.017828615020159255 -0.024669697050843226 0.039352993465228282 0.035120513117928416 -0.01512141428786609 -0.015901918052038593 0.0077210054322220736 0.074644975509097058 -0.10039272859145272 0.15644247721635818 -0.1243735810470129 -0.09421198557461237
leaf_weight=8.998477480170548 454.1787013824578 7250.3156199662481 3034.6309078370978 336.08545997051988 752.53047773143044 7855.1542045687092 3207.3977582486114 9433.9896630552685 79.713439144194126 9.6487669795751554 22.052972242352553 2.1259339898824683 1.3287821859121312
leaf_count=552 12436 52266 38859 1899 9045 59190 14886 34358 220 23 78 4 5
internal_value=0 -0.000380946 -0.00975045 -0.0182862 0.0140925 0.00116475 0.00748341 -0.00265723 0.0588938 0.075677 0.0923706 -0.0912601 -0.0844435
internal_weight=0 32324.3 4577.43 3370.72 1206.71 27746.9 10457.7 17289.1 123.868 111.415 101.766 12.4532 10.3273
internal_count=223821 222939 62239 40758 21481 160700 67152 93548 882 321 298 561 557
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=15
num_cat=0
split_feature=127 188 190 127 81 0 67 194 70 50 44 141 151 1
split_gain=27.1837 36.1187 30.0984 41.6028 36.3259 47.2723 31.0869 29.2085 28.586 24.9646 23.4534 32.8991 17.1003 10.7249
threshold=0.91469611425749131 1.350697809653034 0.88669950738916403 0.25574995058442679 1.3860296544790558 0.74675832044116064 0.28569914405778807 0.014172854126197952 -0.0044736386646314049 -0.091238673788416866 0.19872758125141499 26.291525353609252 0.13832985341811635 -0.26389265795910449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 7 5 -1 -6 -4 -2 -5 11 -3 -10 -12
right_child=1 10 3 9 6 -7 -8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.036634610658674238 -0.30878285606677786 0.053413117077889184 0.03044287410442223 -0.060999470610330189 0.035386812799817265 0.0010976561220102613 -0.019773033248169789 -0.04301962339412449 -0.024303883328745484 0.0035805807254484217 0.11296018731323161 0.35265409286901234 -0.090965469410706545 -0.058255615033546128
leaf_weight=336.32158792996779 4.3856273852288714 15.873139700386675 60.743043452966958 64.113033963600174 521.29078292788472 26038.578556751097 127.07890819909517 496.57837780041154 99.630911712301895 902.09616286878008 4.5670262761414078 4.7805300783365956 62.698068656027317 18.391025014221668
leaf_count=7842 17 88 311 319 3200 201514 731 4088 503 4948 54 36 109 61
internal_value=0 -0.0356625 0.00042037 -0.0132549 0.00119136 0.00061651 0.0245756 -0.0350129 -0.0568575 -0.000704643 0.0453598 0.122676 -0.0500513 -0.0241958
internal_weight=0 210.326 28546.8 1523.53 27023.3 26374.9 648.37 557.321 166.715 966.209 43.6117 20.6537 162.329 22.9581
internal_count=223821 868 222953 9666 213287 209356 3931 4399 629 5267 239 124 612 115
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=15
num_cat=0
split_feature=195 195 180 124 133 180 195 115 121 144 16 38 144 138
split_gain=33.3371 45.3708 61.7543 49.2206 40.122 35.4366 103.829 36.0287 31.1571 30.4955 21.3217 15.416 7.25289 4.97068
threshold=0.1432331000577311 0.18302900411398265 30.570950468540833 -0.31736698813424352 0.15425073029758876 28.858768406961179 0.36664651156643674 0.1198696881974379 0.16773387633866013 0.43366974629181387 -0.1124752167914438 0.11890444117664853 0.16640424556322961 0.21900407588487833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 10 12 -1 -12 -10 -11
right_child=1 5 4 -5 -6 7 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.12814303454063231 -0.011110176647226902 0.07656047425045942 0.031349173447145384 -0.12850531876404797 -0.10340774476269753 -0.0068349356650751428 -0.013126987539395825 0.0025565734486549876 0.10280450333473851 -0.023570200334876983 -0.051886446121631138 0.077994052422997395 0.046148466379004549 -0.16056711811088653
leaf_weight=13.796362658913038 57.653382152318954 228.49860398741566 121.68941480377362 93.855806575569659 26.995777296222514 5999.5707746827138 296.66382507224353 12799.642607626745 79.577296640258282 5.3950606398284418 17.067201867472704 19.67223733724677 31.555143643869087 5.2023065369576216
leaf_count=466 342 1907 1056 1475 609 140840 3410 72383 361 29 675 79 176 13
internal_value=0 -0.000324186 -0.0389022 -0.0838333 0.00688226 0.000275104 0.0258961 -0.000440628 0.0438596 0.0712615 -0.0221456 0.0176584 0.0867175 -0.0908227
internal_weight=0 19624.6 300.194 151.509 148.685 19324.4 525.162 18799.2 172.266 121.73 50.5358 36.7394 111.132 10.5974
internal_count=223821 222022 3482 1817 1665 218540 5317 213223 1799 579 1220 754 537 42
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=13
num_cat=0
split_feature=74 120 131 124 10 2 66 180 73 167 82 2
split_gain=34.8117 63.0518 46.0886 95.0893 54.1375 51.2655 50.1571 64.001 57.9045 25.316 37.8727 6.84634
threshold=-0.30782940931270492 0.087518834745694149 -0.33704836978686531 -0.057472953355543616 0.086709091984108047 -0.36720007324185472 0.89571306873230705 28.858768406961179 -0.29717073470231331 -0.23860952321238629 -0.20287011666649649 0.17444146903953436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 8 -8 -4 11 -11 -3
right_child=2 9 6 5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.10853153714300064 0.042636986879638912 0.093856267443109639 -0.09097671835881696 0.08557537800903485 -0.047590796914261026 -0.06293979023429784 -0.041425685405305009 -0.00078938073043588106 0.014233584550825346 -0.044169749863912235 0.061150129108317547 -0.019920631664059912
leaf_weight=27.686915777623653 230.38972447482229 99.994987286627293 53.266135124024004 24.609121389570646 93.481943565049733 418.54891820708872 397.34095003874972 15772.569133539024 2918.2171371025597 52.861053359287325 96.424741904367693 5.5840526577085248
leaf_count=19 3718 1410 167 385 13810 3264 5422 173402 20128 1113 951 32
internal_value=0 0.034792 -0.000556708 -0.0245925 0.0165937 -0.0546926 0.00040645 -0.00178793 0.0123476 0.0503618 0.0238571 0.0878386
internal_weight=0 282.552 19908.4 767.03 323.872 443.158 19141.4 16169.9 2971.48 254.865 149.286 105.579
internal_count=223821 3525 220296 21177 17528 3649 199119 178824 20295 3506 2064 1442
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=15
num_cat=0
split_feature=33 67 145 110 157 151 33 171 18 67 187 103 33 102
split_gain=44.2903 50.0562 46.8272 145.082 62.5467 37.6745 42.1686 38.2871 28.7498 30.7848 39.0127 17.3316 16.898 7.90861
threshold=3.1171164234673614 -0.16265830980147952 -0.26465125092426139 0.48046392924996978 -0.084387324144882994 -0.15990776069109683 59.130629926021747 0.25731990961900592 1.1990770763636311 -0.025951053558192192 0.049999999999999947 0.033543969262565532 2.4640772888876281 0.4777128051751775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 9 11 -11 -1 13 -10
right_child=1 2 4 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.036314643670692648 -0.0020807245087216797 -0.013570751985137889 -0.0052853214819186794 0.040646487142955177 0.0062372181079892453 0.045313135462975468 0.36307886204693884 -0.082559286871883117 -0.14789917347368395 -0.06676724475835169 0.060574061243916677 0.066144006631965763 -0.1557200777701776 0.026512857046168098
leaf_weight=17.707026350311935 93.273959028454556 946.34615864586885 13926.71608023778 1031.5661320598592 7119.0924424875302 27.003244566672947 3.2734366548684184 176.22160011641608 3.107415176928046 51.122591228107922 45.445061043370515 244.17255311051849 11.452525977976622 15.91656328178942
leaf_count=264 1652 25670 57393 3252 129801 437 213 2743 7 465 470 1277 44 133
internal_value=0 -0.000533694 -5.07863e-06 0.0147059 -0.00138763 -0.0411335 0.0103 -0.0655684 0.0334925 0.0414203 -0.00684 0.0592162 -0.0597503 -0.00197596
internal_weight=0 23323.5 23023.7 1977.91 21045.8 299.772 96.5474 203.225 388.924 358.447 96.5677 261.88 30.4765 19.024
internal_count=223821 221161 216116 28922 187194 5045 1865 3180 2660 2476 935 1541 184 140
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=12
num_cat=0
split_feature=148 77 155 109 126 71 14 34 15 181 139
split_gain=42.9415 42.5943 64.6245 62.9869 46.3499 44.8679 20.4952 11.2203 7.96486 5.8127 0.230801
threshold=-1.4179270228356258 -0.30045431899614872 -0.24219629617326024 -0.43155967010049984 0.94478725953183762 -0.13305549513058224 -0.44759217759471076 -0.18725212019159612 0.74271860354154506 -0.039960151655833949 0.15237159699532793
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 8 -4 -5 -1 -8 -3 -9 -2
right_child=1 3 4 5 -6 -7 7 9 -10 -11 -12
leaf_value=0.091936358407463337 -0.084705602385117387 0.0056221848973579385 0.092846981877220236 0.059535599972823983 -0.10106906640262539 -0.00019874044398275051 0.055927104793398852 0.022079891318435262 -0.082787414795406356 -0.091400632957812866 -0.10487190682354355
leaf_weight=7.7863040575757614 20.091649139038058 11.300472852759411 135.33909163379576 126.24213128277916 13.561052680364808 31868.135170493209 5.9839523644186547 4.7636641220888114 103.70877997616481 86.028200460132211 7.9094236008822909
leaf_count=29 756 273 717 3305 283 210382 9 45 7204 797 21
internal_value=0 4.10093e-05 0.0489758 -0.000228588 0.0751861 3.69569e-05 -0.064147 -0.076705 -0.0741005 -0.0854465 -0.090402
internal_weight=0 32286.3 176.901 32109.4 148.9 31994.4 104.562 96.7758 115.009 90.7919 28.0011
internal_count=223821 222941 1777 221164 1000 213687 880 851 7477 842 777
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=15
num_cat=0
split_feature=38 2 170 173 28 95 191 134 13 87 131 1 122 137
split_gain=27.285 77.7027 63.3663 58.2856 57.8757 53.1022 50.7288 50.4857 47.9631 75.0744 47.1177 41.6077 41.2389 31.6255
threshold=-0.078625654211096643 -0.12978081486746487 -0.13141265935776272 -0.23454656203032279 -0.079642719502808226 -0.02564727035076252 -0.11111111111111112 -0.075624915786722383 -0.26741051091888196 0.013823117910076175 0.071818273179069886 -0.43689263279315416 -0.34726416848392522 -0.029747504868445396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 13 -3 6 -2 -6 9 -4 -7 -5 -10 -1
right_child=2 4 8 11 7 10 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.088087729952676858 0.097729702827639056 0.058745311303195574 0.047736707073395973 -0.051376239625770863 -0.087387288126402896 -0.01019199405545947 -0.0057218899571407685 -0.0065934499055698261 0.11333465938150894 -0.022679546450413091 -0.051652787746362963 0.067546196486731311 0.0015604684907280957 0.022629003622625252
leaf_weight=44.230596487381263 62.261973166023381 117.47338466171641 168.08797242457513 31.693383327248739 89.217285025632009 540.22927459762286 198.57813236131915 581.01980326592457 33.053277467144653 1525.6661287107199 556.40863651783729 410.19490064256388 24295.071117037027 61.912895615678281
leaf_count=1336 971 2133 4150 539 516 7551 2986 5843 392 20252 6671 6676 163095 710
internal_value=0 0.0141175 -0.000519265 0.0430334 -0.00600014 -0.0215823 0.0189718 -0.0173482 0.000579525 -0.0156914 -0.0312282 0.0590168 0.00171233 -0.0235073
internal_weight=0 1335.74 27379.4 548.032 787.71 1357.48 260.84 670.237 26021.9 1693.75 1096.64 441.888 24328.1 106.143
internal_count=223821 17753 206068 9261 8492 18179 3957 6359 187889 24402 14222 7215 163487 2046
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=15
num_cat=0
split_feature=148 122 75 8 41 179 152 87 163 133 119 104 59 60
split_gain=33.484 37.9125 49.8811 59.5271 37.6637 56.0218 32.7919 46.2188 63.4085 51.1658 31.837 31.6545 53.4911 28.5423
threshold=-0.43740786967949463 0.24008605194816293 3.9861463300809809e-05 0.1622714329830994 0.15259607193205113 0.74535468479009837 -0.18363228211612334 0.093683609296480008 -0.020989237637143773 0.21014108652790761 0.16637688915162976 2.0619122858210432 0.049240730179960661 0.24545385898188507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 11 9 -9 -8 -6 -2 -13 -4
right_child=6 4 13 -5 10 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.087428174357514113 -0.0081108219333393666 0.0237208851769951 -0.018275961329138155 -0.44325436059048962 0.02375028578870278 0.20901901725602012 0.002771315934942317 -0.031441541610960792 0.026039231163630213 -0.02592645474036976 -0.025289497706696164 0.67234734686143316 0.053045399984365832 -0.090312103736080243
leaf_weight=26.490922471507815 3311.4486804599328 156.11774696601788 738.35368338781757 5.71597646921873 194.50106384977698 18.220252558821812 12458.314450875758 219.86110145857674 1509.6747659536777 653.88231023650951 414.52160562743666 1.7895195886230775 6.3212088661966845 59.43045272272866
leaf_count=123 39014 836 8081 32 1207 140 139696 7289 16540 7090 2301 40 84 1348
internal_value=0 -0.0136753 -0.0285679 -0.150579 0.00210381 0.0430866 0.00135734 0.00336693 0.0187322 0.00134021 -0.00962786 -0.00762754 0.189686 -0.0236423
internal_weight=0 1613.35 829.991 32.2069 783.361 174.338 18161.3 14841.7 1729.54 13112.2 609.023 3319.56 8.11073 797.784
internal_count=223821 14068 9584 155 4484 976 209753 170615 23829 146786 3508 39138 124 9429
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=15
num_cat=0
split_feature=151 146 127 1 115 32 86 82 173 108 180 9 1 72
split_gain=33.9952 52.2024 71.1393 66.3041 61.0068 70.3073 42.772 93.0525 76.2959 60.9765 68.6762 61.6594 52.3862 41.3698
threshold=-0.16737189651711146 -0.3106885120345142 0.28720315939415592 -0.17271826847022539 0.10763346920451257 0.082340439325473871 0.048351757477443427 -0.052569618992312682 -0.038212974038376674 1.7396002466633766 36.675368139223572 -0.085557005690355417 -0.038402161174587217 0.10404762133914715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 8 -1 10 -8 -11 -9 -6
right_child=1 4 3 -5 13 -7 9 12 -10 11 -12 -13 -14 -15
leaf_value=0.010228612417472598 -0.0049129311150525922 -0.0021975947641263336 -0.015600138715724979 -0.095783594360050045 0.035336302572235516 0.01878157433395064 0.012463590520010738 0.035645632773275857 -0.044110747761488593 0.061802183304332292 -0.020988013047606283 -6.1580332049117697e-05 0.00017170154160535512 -0.024191204066172065
leaf_weight=714.57382163737202 750.06806848058477 8854.3421158446909 201.65850411355495 211.06224956247024 126.91194242246183 1949.0746516236832 957.65238887123996 1562.1586062654387 404.7408646042968 269.06206978904083 1708.8791056243354 401.56329771300079 567.53048358613887 1457.7144126834764
leaf_count=4794 5516 94600 999 544 1899 11219 5617 11080 5583 1114 7558 3233 11321 58744
internal_value=0 -0.00300189 -0.0232607 -0.0566053 -0.00110032 0.00158732 0.00575615 0.0139234 -0.00942034 -0.00219537 -0.00897428 0.0247588 0.0261924 -0.0194237
internal_weight=0 13550.8 1162.79 412.721 12388 10803.4 6586.16 3249 1119.31 3337.16 2666.53 670.625 2129.69 1584.63
internal_count=223821 173521 7059 1543 166462 105819 50300 32778 10377 17522 13175 4347 22401 60643
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=15
num_cat=0
split_feature=19 35 124 77 158 74 22 55 76 11 158 129 156 147
split_gain=43.6574 49.2075 62.6353 118.279 60.3426 88.8696 87.8196 40.4397 48.676 40.8485 39.0508 38.6804 24.2817 17.849
threshold=-0.47236426103468804 0.10347854686608374 -0.1530922239074741 -0.01300140691791103 -0.18476735080952342 0.29287796277319472 0.16006916209861907 0.032031363608900396 -0.044901056975311306 0.47366308620500985 0.53580586774936501 1.0199668922192593 1.3014031936661132 0.32740007413650096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -6 12 9 -9 -4 -10 -1 -14
right_child=1 2 10 -5 6 -7 -8 8 11 -11 -12 -13 13 -15
leaf_value=0.080551820905518698 -0.022389303153660063 -0.00093120220123060033 -0.017198141239152965 0.091111375408281584 -0.0022997973683842052 0.0015125012242071549 0.018132746020414401 -0.089490043667816335 0.077119938103006422 0.038316977749206622 0.031480242687176953 0.012016372741228456 -0.11430453539895871 0.059186273425923024
leaf_weight=10.850326354560819 1982.3375548024869 1274.89815020276 3921.099248358325 156.78342953935498 4140.2079345736729 7225.8006476232549 4276.0685991516075 49.693098319854471 246.26277864145231 50.340219729652745 172.03044539233088 144.99090844462626 36.956122151132149 7.06351296941284
leaf_count=70 34786 43632 19396 944 78498 17303 23605 1016 775 222 2999 222 304 49
internal_value=0 -0.000620383 -0.00885505 0.00914838 0.00196098 -0.0036331 0.00808139 0.0279841 0.0370779 -0.0251731 -0.0151522 0.0529938 -0.0534386 -0.0864657
internal_weight=0 23149.2 5524.81 1431.68 17624.4 9208.14 8416.28 546.157 491.287 100.033 4093.13 391.254 54.87 44.0196
internal_count=223821 221163 66971 44576 154192 52089 102103 2658 2235 1238 22395 997 423 353
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=15
num_cat=0
split_feature=2 48 84 13 76 157 72 82 1 169 196 55 84 106
split_gain=40.5665 78.0832 50.9438 50.3134 133.04 111.295 72.3164 157.626 95.4454 51.8533 30.9465 24.4407 13.9365 10.9502
threshold=-0.51962897506608596 9.4310539594523544 0.3680094055431638 -0.33588663737523211 -0.081412460958844246 -0.3346206874821151 0.91709376408645416 0.31100418645748124 -0.15791268799867872 0.49572625448132762 -0.0042830997621581971 -0.010573714401746726 0.056790229829250916 -0.15135716308047412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 9 -6 8 -8 -5 -2 -3 -1 -12 -4
right_child=3 10 13 6 5 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0993820736353761 0.087649614849540383 0.11546003052415388 -0.086947531024742883 0.0067654239099608649 -0.0026130033533501187 -0.037090707308920522 0.091284027592498873 0.0066714489642081959 -0.0053987346738931154 -0.092178410400769517 0.051002801696799854 -0.017952082901940163 -0.086604366754680556 0.098818812410632229
leaf_weight=167.0375631195493 173.84899976570159 10.261882453225551 22.8519755974412 11413.403831662654 2795.1160200156737 1407.8371812986443 273.70946930209175 1125.5830075473059 14834.286073874689 17.663925987668335 8.3444347558543068 19.863842783495784 62.379986249608919 3.6847724858671418
leaf_count=192 182 17 191 40298 10969 6578 753 4337 159738 83 20 57 403 3
internal_value=0 0.0367809 0.068503 -0.000508312 -0.0104476 -0.0141618 0.00107154 0.0232221 -0.000109338 0.0710634 -0.0468221 0.0869118 -0.0703688 -0.0611529
internal_weight=0 294.424 213.438 32041.4 4394.47 4202.95 27647 1399.29 26247.7 191.513 80.9863 186.901 70.7244 26.5367
internal_count=223821 883 443 222938 17812 17547 205126 5090 200036 265 440 249 423 194
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=15
num_cat=0
split_feature=152 101 140 71 145 139 141 1 176 27 60 182 125 69
split_gain=26.8921 40.1504 41.1078 35.2024 33.1432 32.9471 71.7035 69.0487 45.763 45.3076 83.4641 42.9066 30.0499 25.4377
threshold=0.44049264903258017 -0.051628932533729348 0.75887514464567751 -0.094239108081434445 -0.12113674440165186 -0.0360365588962391 11.435693497414565 -0.01072353548920515 -0.0016839658179064918 -0.012459147485062315 0.20533162736849628 0.017076344497991735 -0.23741143056181727 0.028817627376748815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 13 12 -4 9 7 -7 -8 10 -1 -11 -2 -3
right_child=1 2 4 -5 -6 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0052522740240123766 -0.011151559362059851 0.0053744306097219027 0.20740185212110021 -0.01813322770197159 -0.032647797224255141 0.0083587999328293 -0.0026192468744400325 -0.015215800832674401 -0.02081598844356599 0.016382128349517307 0.044949734363852273 -0.00057336016008042372 0.074533359811383607 0.028331608334014977
leaf_weight=6842.2028604974912 79.379508442245424 754.08057111967355 5.915576286148279 749.82243360074062 207.55449347372632 4934.1048981585263 2436.190898060835 1660.5439044241793 3194.0703364981455 3390.0041231376817 348.01965615688823 2666.3241355168284 84.497775114839897 1340.9600207319017
leaf_count=45779 476 8159 73 5695 1968 57772 21031 10273 19813 25596 2491 14618 1154 8923
internal_value=0 0.00878621 0.0158089 -0.00895699 -0.0259957 -0.00091 -0.00465378 0.00242267 -0.0129423 0.00254504 -0.00282241 0.0089174 0.033029 0.0200685
internal_weight=0 3222.21 2308.51 913.7 213.47 25471.5 12224.9 6594.65 5630.26 13246.6 7190.22 6056.33 163.877 2095.04
internal_count=223821 26448 19123 7325 2041 197373 108889 68045 40844 88484 48270 40214 1630 17082
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=15
num_cat=0
split_feature=18 82 168 155 139 52 52 161 118 77 77 157 9 116
split_gain=31.6249 49.1903 67.6115 59.3362 73.2645 46.2599 45.2706 42.3626 37.5132 37.9768 36.3423 35.1768 31.6371 29.7371
threshold=0.27188503401749714 0.33329353607638856 92.462919182425267 -0.01190780684133611 -0.15716726362719055 -0.1070871519318831 0.68811852670154727 0.23031066128985372 -0.017272368867653213 -0.1179542950208512 0.031361536673481641 -0.41514190564819103 -0.013948073110902319 0.24362892375209494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 11 -5 -2 8 -4 9 -1 13 -3 -10 -8
right_child=1 3 7 4 -6 -7 10 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.035453613840685357 0.08049739111626128 -0.047085713353995126 -0.11519888948649243 0.044560959149752492 -0.050424671143387736 -0.00014231842219168062 -0.045671372847657897 -0.019510123129361592 0.005787227004032819 0.013058217315617028 -0.081970164636431087 0.022245939144499929 -0.032419416168731549 0.027189222804185689
leaf_weight=215.92696466221241 71.507804038368704 75.596899090436636 79.947581791282573 115.62973155319924 272.7495361650017 13785.087962479582 62.346964398107957 109.81731635372853 264.25694956499956 638.6769217306196 37.223041193094105 2289.1637964477122 1205.045350583558 551.64916026801802
leaf_count=1323 10503 1885 484 650 14998 157495 320 599 4135 6173 224 13429 6536 5067
internal_value=0 0.00185757 -0.000538083 0.01408 -0.0221452 0.000273828 -0.00932825 -0.0598236 -0.0158582 0.000801062 0.0139742 0.0200295 -0.0255479 0.0197907
internal_weight=0 16799.5 14046.4 2753.14 388.379 13856.6 2975.13 189.765 2323.91 854.604 651.219 2364.76 1469.3 613.996
internal_count=223821 200043 169081 30962 15648 167998 23778 1083 18167 7496 5611 15314 10671 5387
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=13
num_cat=0
split_feature=157 85 70 74 154 8 23 23 76 80 70 116
split_gain=34.2684 37.6168 71.7659 72.209 56.1488 55.4888 43.9592 39.5805 11.0386 11.1051 18.0135 5.54895
threshold=0.27366379671925084 -0.031826206248644288 -0.0078697726354581849 -0.13077880472029327 -0.30869701998692139 -0.10264159518015419 -0.15311117674603333 -0.0031787984926184122 1.2509591992850695 -0.060968558455384271 1.5107352466413049 2.5383866524605527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 10 -2 -11
right_child=8 2 4 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.046010211038178532 0.00055746373047546789 0.0015242299419924734 -0.031284689241099506 -0.037396334912509988 0.0021945306721312544 -0.032608536068685252 0.040778099916295628 0.016599612060400403 0.27285908093456424 -0.0567258639284004 1.8817960222350196 0.24671668638664396
leaf_weight=63.500622180683422 41.050149194156802 891.05991616487154 517.12400967827307 1025.0569880377589 16011.398456431007 297.65327577207063 721.15597282487579 362.56076476277667 1.1102442524861533 155.14326610931039 0.050962463021277382 0.60498943901620705
leaf_count=636 16251 4943 5001 18821 107280 11120 5509 12698 31 41497 4 30
internal_value=0 0.000240442 -0.000976747 -0.0192969 0.00114707 0.0157786 0.0337545 -0.00558557 -0.0415724 -0.0433458 0.00289007 -0.0555472
internal_weight=0 19889.5 18444.6 1916.12 16528.5 1444.87 784.657 660.214 197.96 196.849 41.1011 155.748
internal_count=223821 166008 136045 23764 112281 29963 6145 23818 57813 57782 16255 41527
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=15
num_cat=0
split_feature=165 10 83 63 180 132 180 186 20 19 169 16 96 122
split_gain=43.5259 91.6357 86.7609 85.6298 65.1575 62.6564 91.6221 80.3027 76.9491 74.5103 57.503 43.6286 43.5986 28.7354
threshold=0.630070450698894 0.34413987939651708 -0.11334756941834022 0.020106816615703335 39.566934404283806 0.16834143062042994 31.42369477911647 9.5000000000000018 0.0046399465078242703 0.4523036054598088 0.69069240054459691 0.99504041608105898 0.012171621227073945 1.1796501467322245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 10 -7 -9 -8 -1 12 -3 -13
right_child=1 11 3 -5 -6 7 9 8 -10 -11 -12 13 -14 -15
leaf_value=-0.053108852258589995 -0.057495101706259592 0.039284668465980714 0.094095321273222066 -0.035662907002020683 0.19953763435015789 0.083507420350199257 -0.0026658615696628354 0.014854120226188511 -0.0045601444331926115 0.038192709621873308 0.033090901202716065 0.092553901480817796 -0.0059236627044676375 0.012647809096317204
leaf_weight=527.48337716735841 15.015438042391905 241.49197634992015 52.585961237797164 1547.2987726287683 28.738975213404046 139.69943379273172 10012.5404509726 5091.6253513617994 3408.0738122130206 467.14764456030389 90.695064928673673 85.751554985792609 1828.7376155255479 94.712056428659707
leaf_count=16129 1796 8332 3419 21968 625 759 110881 22109 13793 12061 502 396 10857 194
internal_value=0 -0.00964818 -0.0275984 -0.0313979 0.11133 0.00191987 -0.00305133 0.0083057 0.0070697 -0.00084453 -0.0404622 0.00346056 -0.000650118 0.0506171
internal_weight=0 3894.33 1643.64 1599.88 43.7544 19737.3 11097.9 8639.4 8499.7 10479.7 618.178 2250.69 2070.23 180.464
internal_count=223821 47587 27808 25387 2421 176234 139573 36661 35902 122942 16631 19779 19189 590
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_sp2r_c1min_norm=192
acc_diff_std_ratio=178
eeg_iqr_c1min_norm=138
eeg_rn_c1min_norm=117
eeg_ar_c1min_norm=116
eeg_petrosian=116
eeg_kurt_c1min_norm=115
eeg_perm=104
acc_diff_avg=103
eeg_sp2a_c1min_norm=102
eeg_g3b_c1min_norm=100
eeg_ab_c1min_norm=98
eeg_petrosian_c1min_norm=94
eeg_sp_wave3_c1min_norm=89
eeg_at_c1min_norm=88
acc_diff_std_c1min_norm=88
eeg_std_c1min_norm=86
eeg_sp2r_p05min_norm=83
eeg_ar_p05min_norm=81
eeg_iqr_p05min_norm=81
eeg_sp2d_c1min_norm=81
eeg_hcomp_c1min_norm=79
eeg_perm_c1min_norm=79
eeg_fdelta_c1min_norm=76
eeg_g3d_c1min_norm=76
eeg_g3d_p05min_norm=76
eeg_sp2r=75
eeg_theta2_c1min_norm=74
eeg_nzc_c1min_norm=67
eeg_delta4_c1min_norm=66
eeg_perm_p05min_norm=66
eeg_g3b_p05min_norm=65
eeg_dr_c1min_norm=64
eeg_g3b=64
eeg_gama4_c1min_norm=64
eeg_higuchi=64
eeg_petrosian_p05min_norm=62
eeg_sp2a_p05min_norm=62
eeg_ab_p05min_norm=61
eeg_sp_wave1_c1min_norm=61
eeg_empty_band2=60
eeg_gama=60
acc_diff_avg_c1min_norm=60
acc_diff_median=60
eeg_gama_c1min_norm=59
eeg_rem_wave_c1min_norm=59
eeg_gama4_p05min_norm=58
eeg_iqr=58
eeg_db_c1min_norm=57
eeg_higuchi_p05min_norm=57
eeg_sp_wave3_p05min_norm=57
eeg_as_c1min_norm=55
eeg_gama4=55
eeg_empty_band2_c1min_norm=54
eeg_std_p05min_norm=54
eeg_ar=53
eeg_higuchi_c1min_norm=51
eeg_ab=50
eeg_gr_c1min_norm=50
eeg_g3r_c1min_norm=49
eeg_kurt_p05min_norm=49
acc_diff_iqr=49
acc_diff_median_c1min_norm=48
acc_diff_std=47
eeg_beta_c1min_norm=46
eeg_sp_wave1_p05min_norm=46
eeg_db_p05min_norm=44
eeg_g3t_p05min_norm=44
eeg_gama3=44
eeg_nzc=44
eeg_sp2d_p05min_norm=44
eeg_alpha2_c1min_norm=42
eeg_fdelta_p05min_norm=42
eeg_alpha_c1min_norm=41
eeg_ds_c1min_norm=41
eeg_sp_wave2_c1min_norm=41
eeg_std=41
eeg_g3a=40
eeg_g3r=40
acc_diff_avg_ratio_c1min_norm=40
acc_diff_median_p05min_norm=40
eeg_beta3=39
eeg_g3t_c1min_norm=39
eeg_hmob_c1min_norm=39
eeg_sigma_c1min_norm=39
eeg_hcomp_p05min_norm=38
eeg_sp_wave1=38
eeg_abspow_c1min_norm=37
eeg_kurt=37
eeg_n_wave_c1min_norm=37
acc_diff_iqr_p05min_norm=37
eeg_g3a_c1min_norm=36
eeg_sdelta_c1min_norm=36
eeg_theta3_c1min_norm=36
eeg_theta_c1min_norm=36
eeg_beta=34
eeg_empty_band1_c1min_norm=34
eeg_g3r_p05min_norm=34
eeg_gr=34
eeg_gama2_c1min_norm=33
eeg_rem_wave3=33
eeg_at_p05min_norm=32
eeg_beta2_c1min_norm=32
eeg_g3a_p05min_norm=32
eeg_rem_wave=31
eeg_sp_wave3=31
eeg_g3n=30
eeg_abspow_p05min_norm=29
eeg_dt_c1min_norm=29
eeg_g3n_c1min_norm=29
eeg_gama3_c1min_norm=29
eeg_gn_c1min_norm=29
eeg_hcomp=29
eeg_rn_p05min_norm=29
eeg_alpha=28
eeg_beta2=28
eeg_gn=28
eeg_rem_wave_p05min_norm=28
eeg_theta2_p05min_norm=28
eeg_empty_band2_p05min_norm=27
eeg_nzc_p05min_norm=27
eeg_rem_wave3_c1min_norm=27
eeg_skew_c1min_norm=27
acc_diff_iqr_c1min_norm=27
acc_diff_std_p05min_norm=27
eeg_db=26
eeg_delta2_c1min_norm=26
eeg_delta4_p05min_norm=26
eeg_beta_p05min_norm=25
eeg_dr_p05min_norm=25
eeg_dt=25
eeg_gn_p05min_norm=25
eeg_theta_p05min_norm=25
eeg_g3n_p05min_norm=24
eeg_gama2_p05min_norm=24
eeg_gama3_p05min_norm=24
eeg_hmob=24
eeg_hmob_p05min_norm=24
eeg_n_wave_p05min_norm=24
eeg_theta2=24
acc_diff_std_ratio_c1min_norm=24
eeg_beta3_c1min_norm=23
eeg_dr=23
eeg_gr_p05min_norm=23
eeg_at=22
eeg_fdelta=22
acc_diff_std_ratio_p05min_norm=22
eeg_alpha_p05min_norm=21
eeg_delta3_c1min_norm=21
eeg_gama2=21
eeg_sdelta_p05min_norm=21
acc_diff_avg_p05min_norm=21
eeg_abspow=20
eeg_dt_p05min_norm=20
eeg_g3d=20
eeg_sp_wave2=20
acc_diff_avg_ratio=20
eeg_da_p05min_norm=19
eeg_delta_p05min_norm=19
eeg_dn=19
eeg_dn_c1min_norm=19
eeg_gama_p05min_norm=19
eeg_rn=19
eeg_alpha2=18
eeg_delta4=18
eeg_n_wave=18
eeg_beta3_p05min_norm=17
eeg_ds_p05min_norm=17
eeg_sp2a=17
eeg_empty_band1_p05min_norm=16
eeg_sdelta=16
eeg_as_p05min_norm=15
eeg_da=15
eeg_ds=15
eeg_sigma=15
eeg_beta2_p05min_norm=14
eeg_da_c1min_norm=14
eeg_delta3_p05min_norm=14
eeg_delta_c1min_norm=13
eeg_as=12
eeg_empty_band1=12
eeg_rem_wave3_p05min_norm=12
eeg_sp2d=12
eeg_theta3_p05min_norm=12
eeg_delta2_p05min_norm=11
eeg_delta3=11
eeg_sigma_p05min_norm=11
eeg_skew_p05min_norm=11
eeg_alpha2_p05min_norm=10
eeg_delta2=10
eeg_dn_p05min_norm=10
eeg_skew=10
eeg_sp_wave2_p05min_norm=10
eeg_theta=10
eeg_g3t=9
eeg_theta3=9
eeg_delta=7
acc_diff_avg_ratio_p05min_norm=7

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 120]
[learning_rate: 0.1]
[num_leaves: 15]
[num_threads: 4]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 0.5]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 5]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
